From 0833c375555014a3d2f66c2693b3e552d2389754 Mon Sep 17 00:00:00 2001
From: k204247 <modali@dkrz.de>
Date: Wed, 15 Oct 2025 11:58:46 +0200
Subject: [PATCH 1/3] implementation for archive extension

---
 xpystac/core.py | 165 +++++++++++++++++++++++++++++++++++++-----------
 1 file changed, 128 insertions(+), 37 deletions(-)

diff --git a/xpystac/core.py b/xpystac/core.py
index 8f22e2d..3128917 100644
--- a/xpystac/core.py
+++ b/xpystac/core.py
@@ -3,6 +3,8 @@
 
 import pystac
 import xarray
+import os
+from tqdm import tqdm
 
 from xpystac.utils import _import_optional_dependency, _is_item_search
 
@@ -83,49 +85,138 @@ def _(
         return xarray.Dataset(bands, attrs=da.attrs)
 
 
+def _extract_tar_file(obj):
+
+    tarfile=_import_optional_dependency("tarfile")
+    tempfile=_import_optional_dependency("tempfile")
+    pathlib=_import_optional_dependency("pathlib")
+    # Extract the archive:href from obj->href ( *.tar ) to a temp dir and pass
+    # this  temp dir as the obj.href to xarray
+    #print(f"Encountered tar file:{obj.href}")
+    tmppath=os.getenv("STAC_TMP_DIR")
+    with tempfile.TemporaryDirectory(dir=tmppath,delete=False) as tmpdirname:
+        print(f"tar arch ext file:{obj.extra_fields}")
+        mytar = tarfile.open(obj.href)
+        myvar = obj.extra_fields["archive:href"]
+        myvarFiles = [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.startswith(myvar)]
+        #Check if the 'archive:href' string ends with '.zarr' .i.e., extract the entire zarr store
+        if myvar.endswith(('.zarr','.zarr/')):
+            #case -1 : tar of zarr .. Complete zarr store
+            new_href = os.path.join(tmpdirname,obj.extra_fields["archive:href"])
+            #    myvarFiles = [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.startswith(myvar) ]
+            #myvarFiles = [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.startswith(myvar)]
+        else:
+            #case -2 : tar of var or #case -3 : tar of chunk .. Incomplete zarr store
+            myvarFiles.extend( [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.endswith('.zmetadata') ] )
+            myvarFiles.extend( [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.endswith('.zgroup') ] )
+            zarr_path = obj.extra_fields["archive:href"].split('.zarr')[0] + '.zarr'
+            new_href = os.path.join(tmpdirname,zarr_path)
+        #print(myvarFiles)
+
+        # TODO: Add a progress bar to help the user 
+        mytar.extractall(tmpdirname,myvarFiles)
+
+        #print("Extraction Done!!!")
+        #print(f"tar file new:{new_href}")
+    return new_href    
+
 @to_xarray.register
 def _(
-    obj: pystac.Asset,
+    obj: Union[ pystac.Asset,list],
     stacking_library: Union[Literal["odc.stac", "stackstac"], None] = None,
     **kwargs,
 ) -> xarray.Dataset:
+
+    # MKM 18 Oct 2024
+    #TODO : Check if the obj is list instance or pystac.Asset instance and
+    # accordingly if just one asset pass it through xarray, 
+    # else, collect the assets and pass to xarray as open_mfdataset.
+    # In case of tar balls, extract each of them and the store these paths
+    # send the list of these zarr stores to xarray.open_mfdataset()
+    # It should work.
+
     default_kwargs: Mapping = {"chunks": {}}
-    open_kwargs = obj.extra_fields.get("xarray:open_kwargs", {})
-
-    storage_options = obj.extra_fields.get("xarray:storage_options", None)
-    if storage_options:
-        open_kwargs["storage_options"] = storage_options
-
-    if obj.media_type == pystac.MediaType.JSON and {"index", "references"}.intersection(
-        set(obj.roles) if obj.roles else set()
-    ):
-        requests = _import_optional_dependency("requests")
-        fsspec = _import_optional_dependency("fsspec")
-        r = requests.get(obj.href)
-        r.raise_for_status()
-        try:
-            import planetary_computer  # type: ignore
 
-            refs = planetary_computer.sign(r.json())
-        except ImportError:
-            refs = r.json()
-
-        mapper = fsspec.get_mapper("reference://", fo=refs)
-        default_kwargs = {
-            **default_kwargs,
-            "engine": "zarr",
-            "consolidated": False,
-        }
-        return xarray.open_dataset(
-            mapper, **{**default_kwargs, **open_kwargs, **kwargs}
-        )
-
-    if obj.media_type == pystac.MediaType.COG:
-        _import_optional_dependency("rioxarray")
-        default_kwargs = {**default_kwargs, "engine": "rasterio"}
-    elif obj.media_type == "application/vnd+zarr":
-        _import_optional_dependency("zarr")
+    # Check the type of the 'obj'
+    if isinstance(obj, pystac.Asset):
+        print("Asset as input!",flush=True)
+        open_kwargs = obj.extra_fields.get("xarray:open_kwargs", {})
+    
+        storage_options = obj.extra_fields.get("xarray:storage_options", None)
+        if storage_options:
+            open_kwargs["storage_options"] = storage_options
+    
+        if obj.media_type == pystac.MediaType.JSON and {"index", "references"}.intersection(
+            set(obj.roles) if obj.roles else set()
+        ):
+            requests = _import_optional_dependency("requests")
+            fsspec = _import_optional_dependency("fsspec")
+            r = requests.get(obj.href)
+            r.raise_for_status()
+            try:
+                import planetary_computer  # type: ignore
+    
+                refs = planetary_computer.sign(r.json())
+            except ImportError:
+                refs = r.json()
+    
+            mapper = fsspec.get_mapper("reference://", fo=refs)
+            default_kwargs = {
+                **default_kwargs,
+                "engine": "zarr",
+                "consolidated": False,
+            }
+            return xarray.open_dataset(
+                mapper, **{**default_kwargs, **open_kwargs, **kwargs}
+            )
+    
+        if obj.media_type == pystac.MediaType.COG:
+            _import_optional_dependency("rioxarray")
+            default_kwargs = {**default_kwargs, "engine": "rasterio"}
+        elif obj.media_type == "application/vnd+zarr":
+            _import_optional_dependency("zarr")
+            default_kwargs = {**default_kwargs, "engine": "zarr"}
+        # MKM added for handling the 'archive' extension, as of now only plain '*.tar'
+        # not zipped tarfiles.
+        elif obj.media_type == "application/x-tar":
+            new_href=_extract_tar_file(obj)
+            print("Extraction Done!!!")
+            print(f"Extracted tar file:{new_href}")
+            # Check the archive:type and set the appropriate engine (as of now 'tar' of 'zarr',
+            # hence 'zarr' engine) to the xarray
+            default_kwargs = {**default_kwargs, "engine": "zarr"}
+            # Pass the new_href and the kwargs to xarray
+            return xarray.open_dataset(new_href, **{**default_kwargs, **open_kwargs, **kwargs})
+        ds = xarray.open_dataset(obj.href, **{**default_kwargs, **open_kwargs, **kwargs})
+        return ds
+
+    elif isinstance(obj, list):
+        print("List of Assets as input!",flush=True)
+        # Create a list of assets from the list of items.
+        # Prepare a dictionary to map the item, asset (tar ball) and the path where the tar ball has been extracted to.
+        # Concate all the zarr stores from each tar ball and create the xarray
+        # Return the xarray created above, with engine as 'zarr' ( for this particular use case )
+         
+        open_kwargs = obj[0].extra_fields.get("xarray:open_kwargs", {})
+    
+        storage_options = obj[0].extra_fields.get("xarray:storage_options", None)
+        if storage_options:
+            open_kwargs["storage_options"] = storage_options
+
+        ref_media_type = obj[0].media_type
+        zarr_store_list = []
+        for i in tqdm(obj):
+            # Check the type of the assets -- for homogenity ( all are tar balls )
+            if i.media_type != ref_media_type:
+                print(f"Encountered {i.to_dict()} which differs with {ref_media_type}!")
+                return xarray.Dataset(data_vars=None, coords=None, attrs=None) # Empty Dataset
+
+            if ref_media_type == "application/x-tar":
+                print(f"Extracting tar file:{i.href}")
+                new_href=_extract_tar_file(i)
+                zarr_store_list.append(new_href)
+
         default_kwargs = {**default_kwargs, "engine": "zarr"}
+        # Pass the new_href and the kwargs to xarray
+        return xarray.open_mfdataset(zarr_store_list, **{**default_kwargs, **open_kwargs, **kwargs})
 
-    ds = xarray.open_dataset(obj.href, **{**default_kwargs, **open_kwargs, **kwargs})
-    return ds

From ca5e89b7ffe52be288c7d410aa79eae73bb0d70e Mon Sep 17 00:00:00 2001
From: k204247 <modali@dkrz.de>
Date: Thu, 16 Oct 2025 16:53:31 +0200
Subject: [PATCH 2/3] merging from public main branch

---
 .../data-cube-kerchunk-item-collection.json   | 16021 ++++++++++++++++
 tests/data/virtual-icechunk-collection.json   |   401 +
 tests/utils.py                                |    41 +
 uv.lock                                       |  2357 +++
 xpystac/_icechunk.py                          |   112 +
 xpystac/_xstac_kerchunk.py                    |    28 +
 xpystac/core.py                               |   189 +-
 7 files changed, 19055 insertions(+), 94 deletions(-)
 create mode 100644 tests/data/data-cube-kerchunk-item-collection.json
 create mode 100644 tests/data/virtual-icechunk-collection.json
 create mode 100644 tests/utils.py
 create mode 100644 uv.lock
 create mode 100644 xpystac/_icechunk.py
 create mode 100644 xpystac/_xstac_kerchunk.py

diff --git a/tests/data/data-cube-kerchunk-item-collection.json b/tests/data/data-cube-kerchunk-item-collection.json
new file mode 100644
index 0000000..0ff2811
--- /dev/null
+++ b/tests/data/data-cube-kerchunk-item-collection.json
@@ -0,0 +1,16021 @@
+{
+  "type": "FeatureCollection",
+  "features": [
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230920-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-20T01:00:00Z",
+              "2023-09-20T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28253880,
+              "valid_min": 28252860
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzCwgf8fA4hDyFIHzZUIEEgVmNRx3wQI1DIgQCBWoGPPjRMg8IUOAYc="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5rkFrPCAADsQFL"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1766832
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2429386,
+                112079
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2541465,
+                2041846
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4583311,
+                334041
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4917352,
+                3340106
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8257458,
+                4579469
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-20T01:00:00Z",
+        "end_datetime": "2023-09-20T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-20_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-20_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-20T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230920/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230921-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-21T01:00:00Z",
+              "2023-09-21T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28255320,
+              "valid_min": 28254300
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExECaCKajioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4zLQBLQ=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5TUFjPCAACQwDx"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1756293
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2418847,
+                112479
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2531326,
+                2037822
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4569148,
+                309825
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4878973,
+                3337674
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8216647,
+                4573770
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-21T01:00:00Z",
+        "end_datetime": "2023-09-21T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-21_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-21_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-21T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230921/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230922-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-22T01:00:00Z",
+              "2023-09-22T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28256760,
+              "valid_min": 28255740
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzAQg34MciBkqYPmSgQIpApM6rhvAgRqGRAgECvQsefGCRB4CVkB0g=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF47oLqeEQAE0gGW"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1753572
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2416126,
+                112900
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2529026,
+                2037526
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4566552,
+                304192
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4870744,
+                3335193
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8205937,
+                4567205
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-22T01:00:00Z",
+        "end_datetime": "2023-09-22T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-22_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-22_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-22T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230922/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230923-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-23T01:00:00Z",
+              "2023-09-23T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28258200,
+              "valid_min": 28257180
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEDyqKyDioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4UP8BeA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5L0F7PCAADZAE8"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1759171
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2421725,
+                112885
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2534610,
+                2039400
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4574010,
+                291659
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4865669,
+                3330053
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8195722,
+                4560296
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-23T01:00:00Z",
+        "end_datetime": "2023-09-23T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-23_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-23_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-23T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230923/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230924-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-24T01:00:00Z",
+              "2023-09-24T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28259640,
+              "valid_min": 28258620
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzCQxI9nLCJkqYNmSwQIpApM6rhvAgTqGBAgECvQsefGCRB4mKUBHg=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5jMFzPCAAB9gDi"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1774870
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2437424,
+                112680
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2550104,
+                2043659
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4593763,
+                353732
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4947495,
+                3326240
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8273735,
+                4562081
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-24T01:00:00Z",
+        "end_datetime": "2023-09-24T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-24_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-24_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-24T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230924/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230925-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-25T01:00:00Z",
+              "2023-09-25T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28261080,
+              "valid_min": 28260060
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEBKqa2QMIL8rcHuSgQIpApM6rhvAgRqGRAgECvQsefGCRB41TsBww=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5bYLaeEQAEhQGH"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1777111
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2439665,
+                112524
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2552189,
+                2043407
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4595596,
+                361316
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4956912,
+                3323302
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8280214,
+                4572118
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-25T01:00:00Z",
+        "end_datetime": "2023-09-25T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-25_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-25_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-25T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230925/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230926-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-26T01:00:00Z",
+              "2023-09-26T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28262520,
+              "valid_min": 28261500
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6iaaTioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4HPABaQ=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5zsFnPCAADFwEt"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1772416
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2434970,
+                112362
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2547332,
+                2041950
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4589282,
+                370848
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4960130,
+                3323169
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8283299,
+                4580066
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-26T01:00:00Z",
+        "end_datetime": "2023-09-26T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-26_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-26_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-26T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230926/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230927-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-27T01:00:00Z",
+              "2023-09-27T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28263960,
+              "valid_min": 28262940
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6SKOwioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4ZJYBDw=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF574LieEQAFpgHS"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1768111
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2430665,
+                112562
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2543227,
+                2039850
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4583077,
+                368478
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4951555,
+                3322961
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8274516,
+                4583995
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-27T01:00:00Z",
+        "end_datetime": "2023-09-27T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-27_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-27_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-27T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230927/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230928-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-28T01:00:00Z",
+              "2023-09-28T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28265400,
+              "valid_min": 28264380
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEDSiauAcIL8rcHuSgQIpApM6rhvAgRqGRAgECvQsefGCRB4oSwBtA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5rcF/PCAAEOAF4"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1758893
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2421447,
+                111744
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2533191,
+                2036431
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4569622,
+                344778
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4914400,
+                3321724
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8236124,
+                4586369
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-28T01:00:00Z",
+        "end_datetime": "2023-09-28T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-28_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-28_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-28T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230928/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230929-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-29T01:00:00Z",
+              "2023-09-29T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28266840,
+              "valid_min": 28265820
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEACaqCjioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB46NIBWg=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5T8F3PCAACygEe"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1753523
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2416077,
+                111724
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2527801,
+                2034497
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4562298,
+                335944
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4898242,
+                3320267
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8218509,
+                4587041
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-29T01:00:00Z",
+        "end_datetime": "2023-09-29T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-29_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-29_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-29T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230929/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20230930-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-09-30T01:00:00Z",
+              "2023-09-30T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28268280,
+              "valid_min": 28267260
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzCwiFEMciBkqYPmSgQIpApM6rhvAgRqGRAgECvQsefGCRB4JXcB/w=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF47ELSeEQAFWQHD"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1754094
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2416648,
+                112168
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2528816,
+                2035381
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4564197,
+                346601
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4910798,
+                3319329
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8230127,
+                4587303
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-09-30T01:00:00Z",
+        "end_datetime": "2023-09-30T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-09-30_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-09-30_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-09-30T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20230930/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231001-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-01T01:00:00Z",
+              "2023-10-01T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28269720,
+              "valid_min": 28268700
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEBaCqeDioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4bR0BpQ=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5LiFjPCAAD6wFp"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1746097
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2408651,
+                112066
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2520717,
+                2032674
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4553391,
+                325849
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4879240,
+                3317598
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8196838,
+                4585749
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-01T01:00:00Z",
+        "end_datetime": "2023-10-01T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-01_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-01_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-01T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231001/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231002-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-02T01:00:00Z",
+              "2023-10-02T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28271160,
+              "valid_min": 28270140
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6yaKiioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4tMMBSw=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5jiFvPCAACfQEP"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1735177
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2397731,
+                111305
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2509036,
+                2026753
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4535789,
+                292893
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4828682,
+                3315675
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8144357,
+                4581603
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-02T01:00:00Z",
+        "end_datetime": "2023-10-02T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-02_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-02_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-02T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231002/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231003-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-03T01:00:00Z",
+              "2023-10-03T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28272600,
+              "valid_min": 28271580
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExECyCqiQMIL8rcHuSgQIpApM6rhvAgRqGRAgECvQsefGCRB48VkB8A=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5bkLyeEQAFDAG0"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1727342
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2389896,
+                110893
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2500789,
+                2023735
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4524524,
+                280114
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4804638,
+                3312386
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8117024,
+                4574893
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-03T01:00:00Z",
+        "end_datetime": "2023-10-03T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-03_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-03_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-03T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231003/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231004-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-04T01:00:00Z",
+              "2023-10-04T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28274040,
+              "valid_min": 28273020
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEDi6qCTioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4OQ4Blg=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5zyFzPCAADngFa"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1729371
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2391925,
+                111025
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2502950,
+                2024418
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4527368,
+                274822
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4802190,
+                3309019
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8111209,
+                4568439
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-04T01:00:00Z",
+        "end_datetime": "2023-10-04T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-04_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-04_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-04T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231004/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231005-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-05T01:00:00Z",
+              "2023-10-05T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28275480,
+              "valid_min": 28274460
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB66CiaioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4gLQBPA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF57kLeeEQAGLQH/"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1733397
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2395951,
+                110304
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2506255,
+                2026683
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4532938,
+                286233
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4819171,
+                3304952
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8124123,
+                4561093
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-05T01:00:00Z",
+        "end_datetime": "2023-10-05T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-05_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-05_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-05T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231005/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231006-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-06T01:00:00Z",
+              "2023-10-06T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28276920,
+              "valid_min": 28275900
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEA666WAcIL8rcHuSgQIpApM6rhvAgRqGRAgECvQsefGCRB4vUoB4Q=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5rKFnPCAAEvwGl"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1736968
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2399522,
+                111415
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2510937,
+                2025490
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4536427,
+                285480
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4821907,
+                3302609
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8124516,
+                4559757
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-06T01:00:00Z",
+        "end_datetime": "2023-10-06T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-06_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-06_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-06T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231006/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231007-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-07T01:00:00Z",
+              "2023-10-07T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28278360,
+              "valid_min": 28277340
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6SqKUioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4BP8Bhw=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5TqFrPCAADUQFL"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1726587
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2389141,
+                111191
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2500332,
+                2021543
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4521875,
+                288510
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4810385,
+                3299802
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8110187,
+                4558303
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-07T01:00:00Z",
+        "end_datetime": "2023-10-07T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-07_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-07_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-07T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231007/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231008-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-08T01:00:00Z",
+              "2023-10-08T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28279800,
+              "valid_min": 28278780
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzBQjiQMciBkqYPmSgQIpApM6rhvAgRqGRAgECvQsefGCRB4QZUCLA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF47UL+eEQAF4AHw"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1732657
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2395211,
+                110377
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2505588,
+                2026142
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4531730,
+                329967
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4861697,
+                3297611
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8159308,
+                4559638
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-08T01:00:00Z",
+        "end_datetime": "2023-10-08T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-08_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-08_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-08T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231008/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231009-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-09T01:00:00Z",
+              "2023-10-09T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28281240,
+              "valid_min": 28280220
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEDCa6GDioL8rcFuSwQIpApM6rhvAgTqGBAgECvQsefGCRB4iTsB0g=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5LaF3PCAAEcgGW"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1732138
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2394692,
+                110076
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2504768,
+                2026750
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4531518,
+                321012
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4852530,
+                3302825
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8155355,
+                4569562
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-09T01:00:00Z",
+        "end_datetime": "2023-10-09T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-09_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-09_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-09T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231009/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231010-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-10T01:00:00Z",
+              "2023-10-10T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28282680,
+              "valid_min": 28281660
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6aSiMioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB40OEBeA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5j6F7PCAADBAE8"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1725436
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2387990,
+                110714
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2498704,
+                2024055
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4522759,
+                305804
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4828563,
+                3302866
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8131429,
+                4568313
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-10T01:00:00Z",
+        "end_datetime": "2023-10-10T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-10_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-10_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-10T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231010/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231011-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-11T01:00:00Z",
+              "2023-10-11T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28284120,
+              "valid_min": 28283100
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzDw/+AEQ4hByFIHzZUIEEgVmNRx3wQI1DIgQCBWoGPPjRMg8A2GAh0="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5bMGE9IwAFkwHh"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1721456
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2384010,
+                110516
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2494526,
+                2021944
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4516470,
+                302211
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4818681,
+                3299604
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8118285,
+                4562328
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-11T01:00:00Z",
+        "end_datetime": "2023-10-11T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-11_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-11_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-11T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231011/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231012-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-12T01:00:00Z",
+              "2023-10-12T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28285560,
+              "valid_min": 28284540
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6y6GGioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4VSwBww=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5zmLaeEQAEJQGH"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1722051
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2384605,
+                110659
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2495264,
+                2023666
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4518930,
+                338835
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4857765,
+                3295488
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8153253,
+                4557129
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-12T01:00:00Z",
+        "end_datetime": "2023-10-12T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-12_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-12_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-12T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231012/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231013-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-13T01:00:00Z",
+              "2023-10-13T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28287000,
+              "valid_min": 28285980
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0AEBAAAExEB6iK6DioL8rcFuSgQIpAps6rhvAgTqGBAgECvQsefGCRB4nNIBaQ=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF57MHs9IwAGtAIs"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1743500
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2406054,
+                109197
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2515251,
+                2032646
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4547897,
+                366332
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4914229,
+                3292529
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8206758,
+                4557274
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-13T01:00:00Z",
+        "end_datetime": "2023-10-13T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-13_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-13_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-13T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231013/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231014-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-14T01:00:00Z",
+              "2023-10-14T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28288440,
+              "valid_min": 28287420
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0IEAAAAIxMDyp4gggeAC+ZvB7koECKQKTOq4bwIEahkQIBAr0LHnxgkQeNloAg4="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5rWLieEQAFRgHS"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1738149
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2400703,
+                109442
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2510145,
+                2028551
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4538696,
+                350728
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4889424,
+                3290770
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8180194,
+                4564891
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-14T01:00:00Z",
+        "end_datetime": "2023-10-14T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-14_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-14_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-14T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231014/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    },
+    {
+      "type": "Feature",
+      "stac_version": "1.0.0",
+      "id": "20231015-short_range-conus-channel_rt-0-1",
+      "properties": {
+        "nwm:model_configuration": "short_range",
+        "nwm:model_domain": "conus",
+        "nwm:file_output_type": "channel_rt",
+        "nwm:forecast_hour": 1,
+        "cube:dimensions": {
+          "time": {
+            "extent": [
+              "2023-10-15T01:00:00Z",
+              "2023-10-15T01:00:00Z"
+            ],
+            "description": "valid output time",
+            "type": "temporal",
+            "kerchunk:zarray": {
+              "chunks": [
+                1024
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "time"
+              ],
+              "long_name": "valid output time",
+              "standard_name": "time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC",
+              "valid_max": 28289880,
+              "valid_min": 28288860
+            },
+            "kerchunk:value": {
+              "0": "base64:eF7t0DEBAAAIwzDwiT9OLCJkqYNmSgQIpAps6rhvAgTqGBAgECvQsefGCRB4IR0BtA=="
+            }
+          },
+          "feature_id": {
+            "type": "ID",
+            "description": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i8",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 8,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "cf_role": "timeseries_id",
+              "comment": "NHDPlusv2 ComIDs within CONUS, arbitrary Reach IDs outside of CONUS",
+              "long_name": "Reach ID"
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                43319,
+                606659
+              ]
+            }
+          },
+          "reference_time": {
+            "type": "reference-time",
+            "description": "model initialization time",
+            "extent": [
+              null,
+              null
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                1
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": null,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                1
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "reference_time"
+              ],
+              "long_name": "model initialization time",
+              "standard_name": "forecast_reference_time",
+              "units": "minutes since 1970-01-01 00:00:00 UTC"
+            },
+            "kerchunk:value": {
+              "0": "base64:eF5TWL6eEQAD2AF4"
+            }
+          }
+        },
+        "cube:variables": {
+          "crs": {
+            "type": "data",
+            "description": "CRS definition",
+            "dimensions": [],
+            "attrs": {
+              "transform_name": "latitude longitude",
+              "grid_mapping_name": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "_CoordinateAxes": "latitude longitude",
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "inverse_flattening": 298.2572326660156
+            },
+            "shape": [],
+            "kerchunk:zarray": {
+              "chunks": [],
+              "compressor": null,
+              "dtype": "|S1",
+              "fill_value": "IA==",
+              "filters": null,
+              "order": "C",
+              "shape": [],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [],
+              "_CoordinateAxes": "latitude longitude",
+              "esri_pe_string": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "grid_mapping_name": "latitude longitude",
+              "inverse_flattening": 298.2572326660156,
+              "long_name": "CRS definition",
+              "longitude_of_prime_meridian": 0.0,
+              "semi_major_axis": 6378137.0,
+              "semi_minor_axis": 6356752.5,
+              "spatial_ref": "GEOGCS[\"GCS_WGS_1984\",DATUM[\"D_WGS_1984\",SPHEROID[\"WGS_1984\",6378137.0,298.257223563]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]];-400 -400 1000000000;-100000 10000;-100000 10000;8.98315284119521E-09;0.001;0.001;IsHighPrecision",
+              "transform_name": "latitude longitude"
+            },
+            "kerchunk:value": {
+              "0": "\u0000"
+            }
+          },
+          "streamflow": {
+            "type": "data",
+            "description": "River Flow",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "River Flow",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Flow",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                662554,
+                1749234
+              ]
+            }
+          },
+          "nudge": {
+            "type": "data",
+            "description": "Amount of stream flow alteration",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Amount of stream flow alteration",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Amount of stream flow alteration",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m3 s-1",
+              "valid_range": [
+                -5000000,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2411788,
+                109712
+              ]
+            }
+          },
+          "velocity": {
+            "type": "data",
+            "description": "River Velocity",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m s-1",
+            "attrs": {
+              "long_name": "River Velocity",
+              "units": "m s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "River Velocity",
+              "missing_value": -999900,
+              "scale_factor": 0.009999999776482582,
+              "units": "m s-1",
+              "valid_range": [
+                0,
+                5000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                2521500,
+                2031117
+              ]
+            }
+          },
+          "qSfcLatRunoff": {
+            "type": "data",
+            "description": "Runoff from terrain routing",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Runoff from terrain routing",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from terrain routing",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4552617,
+                402907
+              ]
+            }
+          },
+          "qBucket": {
+            "type": "data",
+            "description": "Flux from gw bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3 s-1",
+            "attrs": {
+              "long_name": "Flux from gw bucket",
+              "units": "m3 s-1",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -999900000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Flux from gw bucket",
+              "missing_value": -999900000,
+              "scale_factor": 9.999999747378752e-06,
+              "units": "m3 s-1",
+              "valid_range": [
+                0,
+                2000000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                4955524,
+                3289638
+              ]
+            }
+          },
+          "qBtmVertRunoff": {
+            "type": "data",
+            "description": "Runoff from bottom of soil to bucket",
+            "dimensions": [
+              "feature_id"
+            ],
+            "unit": "m3",
+            "attrs": {
+              "long_name": "Runoff from bottom of soil to bucket",
+              "units": "m3",
+              "grid_mapping": "crs",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "shape": [
+              2776734
+            ],
+            "kerchunk:zarray": {
+              "chunks": [
+                2776734
+              ],
+              "compressor": {
+                "id": "zlib",
+                "level": 2
+              },
+              "dtype": "<i4",
+              "fill_value": -9999000,
+              "filters": [
+                {
+                  "elementsize": 4,
+                  "id": "shuffle"
+                }
+              ],
+              "order": "C",
+              "shape": [
+                2776734
+              ],
+              "zarr_format": 2
+            },
+            "kerchunk:zattrs": {
+              "_ARRAY_DIMENSIONS": [
+                "feature_id"
+              ],
+              "add_offset": 0.0,
+              "coordinates": "latitude longitude",
+              "grid_mapping": "crs",
+              "long_name": "Runoff from bottom of soil to bucket",
+              "missing_value": -9999000,
+              "scale_factor": 0.0010000000474974513,
+              "units": "m3",
+              "valid_range": [
+                0,
+                20000000
+              ]
+            },
+            "kerchunk:value": {
+              "0": [
+                "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+                8245162,
+                4572535
+              ]
+            }
+          }
+        },
+        "start_datetime": "2023-10-15T01:00:00Z",
+        "end_datetime": "2023-10-15T01:00:00Z",
+        "kerchunk:zgroup": {
+          "zarr_format": 2
+        },
+        "kerchunk:zattrs": {
+          "Conventions": "CF-1.6",
+          "NWM_version_number": "v3.0",
+          "TITLE": "OUTPUT FROM NWM v3.0",
+          "cdm_datatype": "Station",
+          "code_version": "v5.3.0-alpha1",
+          "dev": "dev_ prefix indicates development/internal meta data",
+          "dev_NOAH_TIMESTEP": 3600,
+          "dev_OVRTSWCRT": 1,
+          "dev_channelBucket_only": 0,
+          "dev_channel_only": 0,
+          "featureType": "timeSeries",
+          "model_configuration": "short_range",
+          "model_initialization_time": "2023-10-15_00:00:00",
+          "model_output_type": "channel_rt",
+          "model_output_valid_time": "2023-10-15_01:00:00",
+          "model_total_valid_times": 18,
+          "proj4": "+proj=lcc +units=m +a=6370000.0 +b=6370000.0 +lat_1=30.0 +lat_2=60.0 +lat_0=40.0 +lon_0=-97.0 +x_0=0 +y_0=0 +k_0=1.0 +nadgrids=@",
+          "station_dimension": "feature_id",
+          "stream_order_output": 1
+        },
+        "datetime": "2023-10-15T01:00:00Z"
+      },
+      "geometry": null,
+      "links": [],
+      "assets": {
+        "data": {
+          "href": "https://noaanwm.blob.core.windows.net/nwm/nwm.20231015/short_range/nwm.t00z.short_range.channel_rt.f001.conus.nc",
+          "type": "application/x-netcdf"
+        }
+      },
+      "stac_extensions": [
+        "https://stac-extensions.github.io/datacube/v2.0.0/schema.json"
+      ]
+    }
+  ]
+}
\ No newline at end of file
diff --git a/tests/data/virtual-icechunk-collection.json b/tests/data/virtual-icechunk-collection.json
new file mode 100644
index 0000000..621d7d1
--- /dev/null
+++ b/tests/data/virtual-icechunk-collection.json
@@ -0,0 +1,401 @@
+{
+  "type": "Collection",
+  "id": "nldas-3",
+  "stac_version": "1.1.0",
+  "description": "NLDAS-3 provides a fine-scale (1 km) meteorological forcing (precipitation) in both retrospective and near real-time over North and Central America, including Alaska, Hawaii, and Puerto Rico, by leveraging high-quality gauge, satellite, and model datasets through advanced data assimilation methods. Read more: https://ldas.gsfc.nasa.gov/nldas/v3",
+  "links": [],
+  "stac_extensions": [
+    "https://stac-extensions.github.io/virtual-assets/v1.0.0/schema.json",
+    "https://stac-extensions.github.io/datacube/v2.2.0/schema.json",
+    "https://stac-extensions.github.io/storage/v2.0.0/schema.json",
+    "https://stac-extensions.github.io/version/v1.2.0/schema.json"
+  ],
+  "storage:schemes": {
+    "aws-s3-nasa-waterinsight": {
+      "type": "aws-s3",
+      "platform": "https://{bucket}.s3.{region}.amazonaws.com",
+      "bucket": "nasa-waterinsight",
+      "region": "us-west-2",
+      "anonymous": true
+    }
+  },
+  "cube:dimensions": {
+    "time": {
+      "extent": [
+        "2001-01-02T00:00:00Z",
+        "2024-01-01T00:00:00Z"
+      ],
+      "description": "time",
+      "type": "temporal"
+    },
+    "lon": {
+      "axis": "x",
+      "extent": [
+        -168.9949951171875,
+        -52.00499725341797
+      ],
+      "description": "longitude",
+      "reference_system": 4326,
+      "type": "spatial"
+    },
+    "lat": {
+      "axis": "y",
+      "extent": [
+        7.005000114440918,
+        71.9949951171875
+      ],
+      "description": "latitude",
+      "reference_system": 4326,
+      "type": "spatial"
+    }
+  },
+  "cube:variables": {
+    "Wind_N": {
+      "type": "data",
+      "description": "10-meter above ground Meridional wind speed",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "m s-1",
+      "attrs": {
+        "units": "m s-1",
+        "standard_name": "Near surface northward wind component",
+        "long_name": "10-meter above ground Meridional wind speed",
+        "cell_methods": "time: mean",
+        "vmin": -10.617785453796387,
+        "vmax": 11.41434097290039
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Tair_max": {
+      "type": "data",
+      "description": "Daily maximum 2-meter above ground Temperature",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "K",
+      "attrs": {
+        "units": "K",
+        "standard_name": "Daily maximum near surface air temperature",
+        "long_name": "Daily maximum 2-meter above ground Temperature",
+        "cell_methods": "time: maximum",
+        "vmin": 230.1659393310547,
+        "vmax": 312.7441711425781
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "LWdown": {
+      "type": "data",
+      "description": "Longwave radiation flux downwards (surface)",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "W m-2",
+      "attrs": {
+        "units": "W m-2",
+        "standard_name": "Surface incident longwave radiation",
+        "long_name": "Longwave radiation flux downwards (surface)",
+        "cell_methods": "time: mean",
+        "vmin": 126.3478012084961,
+        "vmax": 450.3310546875
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Rainf": {
+      "type": "data",
+      "description": "Total precipitation",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "kg m-2",
+      "attrs": {
+        "units": "kg m-2",
+        "standard_name": "Total precipitation",
+        "long_name": "Total precipitation",
+        "cell_methods": "time: sum",
+        "vmin": 0.0,
+        "vmax": 60.617774963378906
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Tair_min": {
+      "type": "data",
+      "description": "Daily minimum 2-meter above ground Temperature",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "K",
+      "attrs": {
+        "units": "K",
+        "standard_name": "Daily minimum near surface air temperature",
+        "long_name": "Daily minimum 2-meter above ground Temperature",
+        "cell_methods": "time: minimum",
+        "vmin": 227.1617889404297,
+        "vmax": 300.4527282714844
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Qair": {
+      "type": "data",
+      "description": "2-meter above ground Specific humidity",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "kg kg-1",
+      "attrs": {
+        "units": "kg kg-1",
+        "standard_name": "Near surface specific humidity",
+        "long_name": "2-meter above ground Specific humidity",
+        "cell_methods": "time: mean",
+        "vmin": 5.8038440329255536e-05,
+        "vmax": 0.021006619557738304
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Wind_E": {
+      "type": "data",
+      "description": "10-meter above ground Zonal wind speed",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "m s-1",
+      "attrs": {
+        "units": "m s-1",
+        "standard_name": "Near surface eastward wind component",
+        "long_name": "10-meter above ground Zonal wind speed",
+        "cell_methods": "time: mean",
+        "vmin": -12.775843620300293,
+        "vmax": 11.65600872039795
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "Tair": {
+      "type": "data",
+      "description": "2-meter above ground Temperature",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "K",
+      "attrs": {
+        "units": "K",
+        "standard_name": "Near surface air temperature",
+        "long_name": "2-meter above ground Temperature",
+        "cell_methods": "time: mean",
+        "vmin": 228.31163024902344,
+        "vmax": 304.30316162109375
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "PSurf": {
+      "type": "data",
+      "description": "Surface pressure",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "Pa",
+      "attrs": {
+        "units": "Pa",
+        "standard_name": "Surface pressure",
+        "long_name": "Surface pressure",
+        "cell_methods": "time: mean",
+        "vmin": 46024.41796875,
+        "vmax": 103161.1796875
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    },
+    "SWdown": {
+      "type": "data",
+      "description": "Shortwave radiation flux downwards (surface)",
+      "dimensions": [
+        "time",
+        "lat",
+        "lon"
+      ],
+      "unit": "W m-2",
+      "attrs": {
+        "units": "W m-2",
+        "standard_name": "Surface incident shortwave radiation",
+        "long_name": "Shortwave radiation flux downwards (surface)",
+        "cell_methods": "time: mean",
+        "vmin": 0.0,
+        "vmax": 288.2958068847656
+      },
+      "shape": [
+        8399,
+        6500,
+        11700
+      ],
+      "chunks": [
+        1,
+        500,
+        900
+      ]
+    }
+  },
+  "title": "NLDAS Forcing Data L4 Daily 0.01 x 0.01 degree V3.0 - *BETA*",
+  "extent": {
+    "spatial": {
+      "bbox": [
+        [
+          -168.9999951170962,
+          7.000000114825381,
+          -51.99999725350927,
+          71.99999511680303
+        ]
+      ]
+    },
+    "temporal": {
+      "interval": [
+        [
+          "2001-01-02T00:00:00Z",
+          "2024-01-01T00:00:00Z"
+        ]
+      ]
+    }
+  },
+  "license": "other",
+  "providers": [
+    {
+      "name": "NLDAS",
+      "roles": [
+        "producer",
+        "processor",
+        "licensor"
+      ],
+      "url": "https://ldas.gsfc.nasa.gov/nldas"
+    }
+  ],
+  "assets": {
+    "nldas-3@YTNGFY4WY9189GEH1FNG": {
+      "href": "s3://nasa-waterinsight/virtual-zarr-store/NLDAS-3-icechunk/",
+      "type": "application/vnd.zarr+icechunk",
+      "title": "NLDAS-3 Virtual Zarr Store",
+      "version": "YTNGFY4WY9189GEH1FNG",
+      "storage:refs": [
+        "aws-s3-nasa-waterinsight"
+      ],
+      "vrt:hrefs": [
+        {
+          "key": "nldas-3-legacy-bucket",
+          "href": "https://raw.githubusercontent.com/NASA-IMPACT/dse-virtual-zarr-workshop/refs/heads/main/docs/examples/collection.json#/assets/nldas-3-legacy-bucket"
+        }
+      ],
+      "roles": [
+        "data",
+        "references",
+        "virtual",
+        "latest-version"
+      ]
+    },
+    "nldas-3-legacy-bucket": {
+      "href": "s3://nasa-waterinsight/NLDAS3/forcing/daily/",
+      "type": "application/x-netcdf",
+      "title": "NLDAS-3 Legacy Bucket",
+      "storage:refs": [
+        "aws-s3-nasa-waterinsight"
+      ],
+      "roles": [
+        "data"
+      ]
+    }
+  }
+}
\ No newline at end of file
diff --git a/tests/utils.py b/tests/utils.py
new file mode 100644
index 0000000..f32f3bb
--- /dev/null
+++ b/tests/utils.py
@@ -0,0 +1,41 @@
+import importlib
+
+import pytest
+from packaging.version import Version
+
+
+# Copied from https://github.com/zarr-developers/VirtualiZarr/blob/9c3d0f90cc79fa20fe33833e244ae28a1ee91f17/virtualizarr/tests/__init__.py#L17-L34
+def _importorskip(
+    modname: str, minversion: str | None = None
+) -> tuple[bool, pytest.MarkDecorator]:
+    try:
+        mod = importlib.import_module(modname)
+        has = True
+        if minversion is not None:
+            v = getattr(mod, "__version__", "999")
+            if Version(v) < Version(minversion):
+                raise ImportError("Minimum version not satisfied")
+    except ImportError:
+        has = False
+
+    reason = f"requires {modname}"
+    if minversion is not None:
+        reason += f">={minversion}"
+    func = pytest.mark.skipif(not has, reason=reason)
+    return has, func
+
+
+has_planetary_computer, requires_planetary_computer = _importorskip(
+    "planetary_computer"
+)
+
+
+has_icechunk, requires_icechunk = _importorskip("icechunk")
+
+
+# copied from https://github.com/stac-utils/pystac-client/blob/v0.6.0/tests/helpers.py#L7-L11
+STAC_URLS = {
+    "PLANETARY-COMPUTER": "https://planetarycomputer.microsoft.com/api/stac/v1",
+    "EARTH-SEARCH": "https://earth-search.aws.element84.com/v1",
+    "MLHUB": "https://api.radiant.earth/mlhub/v1",
+}
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..e2707f0
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,2357 @@
+version = 1
+revision = 1
+requires-python = ">=3.11"
+resolution-markers = [
+    "python_full_version >= '3.12'",
+    "python_full_version < '3.12'",
+]
+
+[[package]]
+name = "adlfs"
+version = "2025.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "azure-core" },
+    { name = "azure-datalake-store" },
+    { name = "azure-identity" },
+    { name = "azure-storage-blob" },
+    { name = "fsspec" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6b/af/4d74c92254fdeabc19e54df4c9146855c2c1027bd4052477e3a27b05de54/adlfs-2025.8.0.tar.gz", hash = "sha256:6fe5857866c18990f632598273e6a8b15edc6baf8614272ede25624057b83e64", size = 52007 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/59/e0/e98227759d88184406f757d149843fa8f3d8bab71f5a2ebd3f6f3b3970b1/adlfs-2025.8.0-py3-none-any.whl", hash = "sha256:c12a9203a31485cad19599bf2ad30d8efcf4cf0fd2446c60fcdc18604fae07b1", size = 44076 },
+]
+
+[[package]]
+name = "affine"
+version = "2.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/69/98/d2f0bb06385069e799fc7d2870d9e078cfa0fa396dc8a2b81227d0da08b9/affine-2.4.0.tar.gz", hash = "sha256:a24d818d6a836c131976d22f8c27b8d3ca32d0af64c1d8d29deb7bafa4da1eea", size = 17132 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0b/f7/85273299ab57117850cc0a936c64151171fac4da49bc6fba0dad984a7c5f/affine-2.4.0-py3-none-any.whl", hash = "sha256:8a3df80e2b2378aef598a83c1392efd47967afec4242021a0b06b4c7cbc61a92", size = 15662 },
+]
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265 },
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.12.15"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohappyeyeballs" },
+    { name = "aiosignal" },
+    { name = "attrs" },
+    { name = "frozenlist" },
+    { name = "multidict" },
+    { name = "propcache" },
+    { name = "yarl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9b/e7/d92a237d8802ca88483906c388f7c201bbe96cd80a165ffd0ac2f6a8d59f/aiohttp-3.12.15.tar.gz", hash = "sha256:4fc61385e9c98d72fcdf47e6dd81833f47b2f77c114c29cd64a361be57a763a2", size = 7823716 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/19/9e86722ec8e835959bd97ce8c1efa78cf361fa4531fca372551abcc9cdd6/aiohttp-3.12.15-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d3ce17ce0220383a0f9ea07175eeaa6aa13ae5a41f30bc61d84df17f0e9b1117", size = 711246 },
+    { url = "https://files.pythonhosted.org/packages/71/f9/0a31fcb1a7d4629ac9d8f01f1cb9242e2f9943f47f5d03215af91c3c1a26/aiohttp-3.12.15-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:010cc9bbd06db80fe234d9003f67e97a10fe003bfbedb40da7d71c1008eda0fe", size = 483515 },
+    { url = "https://files.pythonhosted.org/packages/62/6c/94846f576f1d11df0c2e41d3001000527c0fdf63fce7e69b3927a731325d/aiohttp-3.12.15-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3f9d7c55b41ed687b9d7165b17672340187f87a773c98236c987f08c858145a9", size = 471776 },
+    { url = "https://files.pythonhosted.org/packages/f8/6c/f766d0aaafcee0447fad0328da780d344489c042e25cd58fde566bf40aed/aiohttp-3.12.15-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bc4fbc61bb3548d3b482f9ac7ddd0f18c67e4225aaa4e8552b9f1ac7e6bda9e5", size = 1741977 },
+    { url = "https://files.pythonhosted.org/packages/17/e5/fb779a05ba6ff44d7bc1e9d24c644e876bfff5abe5454f7b854cace1b9cc/aiohttp-3.12.15-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7fbc8a7c410bb3ad5d595bb7118147dfbb6449d862cc1125cf8867cb337e8728", size = 1690645 },
+    { url = "https://files.pythonhosted.org/packages/37/4e/a22e799c2035f5d6a4ad2cf8e7c1d1bd0923192871dd6e367dafb158b14c/aiohttp-3.12.15-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:74dad41b3458dbb0511e760fb355bb0b6689e0630de8a22b1b62a98777136e16", size = 1789437 },
+    { url = "https://files.pythonhosted.org/packages/28/e5/55a33b991f6433569babb56018b2fb8fb9146424f8b3a0c8ecca80556762/aiohttp-3.12.15-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3b6f0af863cf17e6222b1735a756d664159e58855da99cfe965134a3ff63b0b0", size = 1828482 },
+    { url = "https://files.pythonhosted.org/packages/c6/82/1ddf0ea4f2f3afe79dffed5e8a246737cff6cbe781887a6a170299e33204/aiohttp-3.12.15-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b5b7fe4972d48a4da367043b8e023fb70a04d1490aa7d68800e465d1b97e493b", size = 1730944 },
+    { url = "https://files.pythonhosted.org/packages/1b/96/784c785674117b4cb3877522a177ba1b5e4db9ce0fd519430b5de76eec90/aiohttp-3.12.15-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6443cca89553b7a5485331bc9bedb2342b08d073fa10b8c7d1c60579c4a7b9bd", size = 1668020 },
+    { url = "https://files.pythonhosted.org/packages/12/8a/8b75f203ea7e5c21c0920d84dd24a5c0e971fe1e9b9ebbf29ae7e8e39790/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:6c5f40ec615e5264f44b4282ee27628cea221fcad52f27405b80abb346d9f3f8", size = 1716292 },
+    { url = "https://files.pythonhosted.org/packages/47/0b/a1451543475bb6b86a5cfc27861e52b14085ae232896a2654ff1231c0992/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:2abbb216a1d3a2fe86dbd2edce20cdc5e9ad0be6378455b05ec7f77361b3ab50", size = 1711451 },
+    { url = "https://files.pythonhosted.org/packages/55/fd/793a23a197cc2f0d29188805cfc93aa613407f07e5f9da5cd1366afd9d7c/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:db71ce547012a5420a39c1b744d485cfb823564d01d5d20805977f5ea1345676", size = 1691634 },
+    { url = "https://files.pythonhosted.org/packages/ca/bf/23a335a6670b5f5dfc6d268328e55a22651b440fca341a64fccf1eada0c6/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:ced339d7c9b5030abad5854aa5413a77565e5b6e6248ff927d3e174baf3badf7", size = 1785238 },
+    { url = "https://files.pythonhosted.org/packages/57/4f/ed60a591839a9d85d40694aba5cef86dde9ee51ce6cca0bb30d6eb1581e7/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:7c7dd29c7b5bda137464dc9bfc738d7ceea46ff70309859ffde8c022e9b08ba7", size = 1805701 },
+    { url = "https://files.pythonhosted.org/packages/85/e0/444747a9455c5de188c0f4a0173ee701e2e325d4b2550e9af84abb20cdba/aiohttp-3.12.15-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:421da6fd326460517873274875c6c5a18ff225b40da2616083c5a34a7570b685", size = 1718758 },
+    { url = "https://files.pythonhosted.org/packages/36/ab/1006278d1ffd13a698e5dd4bfa01e5878f6bddefc296c8b62649753ff249/aiohttp-3.12.15-cp311-cp311-win32.whl", hash = "sha256:4420cf9d179ec8dfe4be10e7d0fe47d6d606485512ea2265b0d8c5113372771b", size = 428868 },
+    { url = "https://files.pythonhosted.org/packages/10/97/ad2b18700708452400278039272032170246a1bf8ec5d832772372c71f1a/aiohttp-3.12.15-cp311-cp311-win_amd64.whl", hash = "sha256:edd533a07da85baa4b423ee8839e3e91681c7bfa19b04260a469ee94b778bf6d", size = 453273 },
+    { url = "https://files.pythonhosted.org/packages/63/97/77cb2450d9b35f517d6cf506256bf4f5bda3f93a66b4ad64ba7fc917899c/aiohttp-3.12.15-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:802d3868f5776e28f7bf69d349c26fc0efadb81676d0afa88ed00d98a26340b7", size = 702333 },
+    { url = "https://files.pythonhosted.org/packages/83/6d/0544e6b08b748682c30b9f65640d006e51f90763b41d7c546693bc22900d/aiohttp-3.12.15-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f2800614cd560287be05e33a679638e586a2d7401f4ddf99e304d98878c29444", size = 476948 },
+    { url = "https://files.pythonhosted.org/packages/3a/1d/c8c40e611e5094330284b1aea8a4b02ca0858f8458614fa35754cab42b9c/aiohttp-3.12.15-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8466151554b593909d30a0a125d638b4e5f3836e5aecde85b66b80ded1cb5b0d", size = 469787 },
+    { url = "https://files.pythonhosted.org/packages/38/7d/b76438e70319796bfff717f325d97ce2e9310f752a267bfdf5192ac6082b/aiohttp-3.12.15-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2e5a495cb1be69dae4b08f35a6c4579c539e9b5706f606632102c0f855bcba7c", size = 1716590 },
+    { url = "https://files.pythonhosted.org/packages/79/b1/60370d70cdf8b269ee1444b390cbd72ce514f0d1cd1a715821c784d272c9/aiohttp-3.12.15-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6404dfc8cdde35c69aaa489bb3542fb86ef215fc70277c892be8af540e5e21c0", size = 1699241 },
+    { url = "https://files.pythonhosted.org/packages/a3/2b/4968a7b8792437ebc12186db31523f541943e99bda8f30335c482bea6879/aiohttp-3.12.15-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3ead1c00f8521a5c9070fcb88f02967b1d8a0544e6d85c253f6968b785e1a2ab", size = 1754335 },
+    { url = "https://files.pythonhosted.org/packages/fb/c1/49524ed553f9a0bec1a11fac09e790f49ff669bcd14164f9fab608831c4d/aiohttp-3.12.15-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6990ef617f14450bc6b34941dba4f12d5613cbf4e33805932f853fbd1cf18bfb", size = 1800491 },
+    { url = "https://files.pythonhosted.org/packages/de/5e/3bf5acea47a96a28c121b167f5ef659cf71208b19e52a88cdfa5c37f1fcc/aiohttp-3.12.15-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd736ed420f4db2b8148b52b46b88ed038d0354255f9a73196b7bbce3ea97545", size = 1719929 },
+    { url = "https://files.pythonhosted.org/packages/39/94/8ae30b806835bcd1cba799ba35347dee6961a11bd507db634516210e91d8/aiohttp-3.12.15-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c5092ce14361a73086b90c6efb3948ffa5be2f5b6fbcf52e8d8c8b8848bb97c", size = 1635733 },
+    { url = "https://files.pythonhosted.org/packages/7a/46/06cdef71dd03acd9da7f51ab3a9107318aee12ad38d273f654e4f981583a/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:aaa2234bb60c4dbf82893e934d8ee8dea30446f0647e024074237a56a08c01bd", size = 1696790 },
+    { url = "https://files.pythonhosted.org/packages/02/90/6b4cfaaf92ed98d0ec4d173e78b99b4b1a7551250be8937d9d67ecb356b4/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:6d86a2fbdd14192e2f234a92d3b494dd4457e683ba07e5905a0b3ee25389ac9f", size = 1718245 },
+    { url = "https://files.pythonhosted.org/packages/2e/e6/2593751670fa06f080a846f37f112cbe6f873ba510d070136a6ed46117c6/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a041e7e2612041a6ddf1c6a33b883be6a421247c7afd47e885969ee4cc58bd8d", size = 1658899 },
+    { url = "https://files.pythonhosted.org/packages/8f/28/c15bacbdb8b8eb5bf39b10680d129ea7410b859e379b03190f02fa104ffd/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5015082477abeafad7203757ae44299a610e89ee82a1503e3d4184e6bafdd519", size = 1738459 },
+    { url = "https://files.pythonhosted.org/packages/00/de/c269cbc4faa01fb10f143b1670633a8ddd5b2e1ffd0548f7aa49cb5c70e2/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:56822ff5ddfd1b745534e658faba944012346184fbfe732e0d6134b744516eea", size = 1766434 },
+    { url = "https://files.pythonhosted.org/packages/52/b0/4ff3abd81aa7d929b27d2e1403722a65fc87b763e3a97b3a2a494bfc63bc/aiohttp-3.12.15-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b2acbbfff69019d9014508c4ba0401822e8bae5a5fdc3b6814285b71231b60f3", size = 1726045 },
+    { url = "https://files.pythonhosted.org/packages/71/16/949225a6a2dd6efcbd855fbd90cf476052e648fb011aa538e3b15b89a57a/aiohttp-3.12.15-cp312-cp312-win32.whl", hash = "sha256:d849b0901b50f2185874b9a232f38e26b9b3d4810095a7572eacea939132d4e1", size = 423591 },
+    { url = "https://files.pythonhosted.org/packages/2b/d8/fa65d2a349fe938b76d309db1a56a75c4fb8cc7b17a398b698488a939903/aiohttp-3.12.15-cp312-cp312-win_amd64.whl", hash = "sha256:b390ef5f62bb508a9d67cb3bba9b8356e23b3996da7062f1a57ce1a79d2b3d34", size = 450266 },
+    { url = "https://files.pythonhosted.org/packages/f2/33/918091abcf102e39d15aba2476ad9e7bd35ddb190dcdd43a854000d3da0d/aiohttp-3.12.15-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:9f922ffd05034d439dde1c77a20461cf4a1b0831e6caa26151fe7aa8aaebc315", size = 696741 },
+    { url = "https://files.pythonhosted.org/packages/b5/2a/7495a81e39a998e400f3ecdd44a62107254803d1681d9189be5c2e4530cd/aiohttp-3.12.15-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2ee8a8ac39ce45f3e55663891d4b1d15598c157b4d494a4613e704c8b43112cd", size = 474407 },
+    { url = "https://files.pythonhosted.org/packages/49/fc/a9576ab4be2dcbd0f73ee8675d16c707cfc12d5ee80ccf4015ba543480c9/aiohttp-3.12.15-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3eae49032c29d356b94eee45a3f39fdf4b0814b397638c2f718e96cfadf4c4e4", size = 466703 },
+    { url = "https://files.pythonhosted.org/packages/09/2f/d4bcc8448cf536b2b54eed48f19682031ad182faa3a3fee54ebe5b156387/aiohttp-3.12.15-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b97752ff12cc12f46a9b20327104448042fce5c33a624f88c18f66f9368091c7", size = 1705532 },
+    { url = "https://files.pythonhosted.org/packages/f1/f3/59406396083f8b489261e3c011aa8aee9df360a96ac8fa5c2e7e1b8f0466/aiohttp-3.12.15-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:894261472691d6fe76ebb7fcf2e5870a2ac284c7406ddc95823c8598a1390f0d", size = 1686794 },
+    { url = "https://files.pythonhosted.org/packages/dc/71/164d194993a8d114ee5656c3b7ae9c12ceee7040d076bf7b32fb98a8c5c6/aiohttp-3.12.15-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5fa5d9eb82ce98959fc1031c28198b431b4d9396894f385cb63f1e2f3f20ca6b", size = 1738865 },
+    { url = "https://files.pythonhosted.org/packages/1c/00/d198461b699188a93ead39cb458554d9f0f69879b95078dce416d3209b54/aiohttp-3.12.15-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f0fa751efb11a541f57db59c1dd821bec09031e01452b2b6217319b3a1f34f3d", size = 1788238 },
+    { url = "https://files.pythonhosted.org/packages/85/b8/9e7175e1fa0ac8e56baa83bf3c214823ce250d0028955dfb23f43d5e61fd/aiohttp-3.12.15-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5346b93e62ab51ee2a9d68e8f73c7cf96ffb73568a23e683f931e52450e4148d", size = 1710566 },
+    { url = "https://files.pythonhosted.org/packages/59/e4/16a8eac9df39b48ae102ec030fa9f726d3570732e46ba0c592aeeb507b93/aiohttp-3.12.15-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:049ec0360f939cd164ecbfd2873eaa432613d5e77d6b04535e3d1fbae5a9e645", size = 1624270 },
+    { url = "https://files.pythonhosted.org/packages/1f/f8/cd84dee7b6ace0740908fd0af170f9fab50c2a41ccbc3806aabcb1050141/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b52dcf013b57464b6d1e51b627adfd69a8053e84b7103a7cd49c030f9ca44461", size = 1677294 },
+    { url = "https://files.pythonhosted.org/packages/ce/42/d0f1f85e50d401eccd12bf85c46ba84f947a84839c8a1c2c5f6e8ab1eb50/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:9b2af240143dd2765e0fb661fd0361a1b469cab235039ea57663cda087250ea9", size = 1708958 },
+    { url = "https://files.pythonhosted.org/packages/d5/6b/f6fa6c5790fb602538483aa5a1b86fcbad66244997e5230d88f9412ef24c/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ac77f709a2cde2cc71257ab2d8c74dd157c67a0558a0d2799d5d571b4c63d44d", size = 1651553 },
+    { url = "https://files.pythonhosted.org/packages/04/36/a6d36ad545fa12e61d11d1932eef273928b0495e6a576eb2af04297fdd3c/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:47f6b962246f0a774fbd3b6b7be25d59b06fdb2f164cf2513097998fc6a29693", size = 1727688 },
+    { url = "https://files.pythonhosted.org/packages/aa/c8/f195e5e06608a97a4e52c5d41c7927301bf757a8e8bb5bbf8cef6c314961/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:760fb7db442f284996e39cf9915a94492e1896baac44f06ae551974907922b64", size = 1761157 },
+    { url = "https://files.pythonhosted.org/packages/05/6a/ea199e61b67f25ba688d3ce93f63b49b0a4e3b3d380f03971b4646412fc6/aiohttp-3.12.15-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ad702e57dc385cae679c39d318def49aef754455f237499d5b99bea4ef582e51", size = 1710050 },
+    { url = "https://files.pythonhosted.org/packages/b4/2e/ffeb7f6256b33635c29dbed29a22a723ff2dd7401fff42ea60cf2060abfb/aiohttp-3.12.15-cp313-cp313-win32.whl", hash = "sha256:f813c3e9032331024de2eb2e32a88d86afb69291fbc37a3a3ae81cc9917fb3d0", size = 422647 },
+    { url = "https://files.pythonhosted.org/packages/1b/8e/78ee35774201f38d5e1ba079c9958f7629b1fd079459aea9467441dbfbf5/aiohttp-3.12.15-cp313-cp313-win_amd64.whl", hash = "sha256:1a649001580bdb37c6fdb1bebbd7e3bc688e8ec2b5c6f52edbb664662b17dc84", size = 449067 },
+]
+
+[[package]]
+name = "aiosignal"
+version = "1.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "frozenlist" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/61/62/06741b579156360248d1ec624842ad0edf697050bbaf7c3e46394e106ad1/aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7", size = 25007 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490 },
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 },
+]
+
+[[package]]
+name = "asttokens"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4a/e7/82da0a03e7ba5141f05cce0d302e6eed121ae055e0456ca228bf693984bc/asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7", size = 61978 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/25/8a/c46dcc25341b5bce5472c718902eb3d38600a903b14fa6aeecef3f21a46f/asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2", size = 26918 },
+]
+
+[[package]]
+name = "attrs"
+version = "25.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b", size = 812032 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815 },
+]
+
+[[package]]
+name = "azure-core"
+version = "1.35.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "requests" },
+    { name = "six" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/15/6b/2653adc0f33adba8f11b1903701e6b1c10d34ce5d8e25dfa13a422f832b0/azure_core-1.35.1.tar.gz", hash = "sha256:435d05d6df0fff2f73fb3c15493bb4721ede14203f1ff1382aa6b6b2bdd7e562", size = 345290 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/27/52/805980aa1ba18282077c484dba634ef0ede1e84eec8be9c92b2e162d0ed6/azure_core-1.35.1-py3-none-any.whl", hash = "sha256:12da0c9e08e48e198f9158b56ddbe33b421477e1dc98c2e1c8f9e254d92c468b", size = 211800 },
+]
+
+[[package]]
+name = "azure-datalake-store"
+version = "0.0.53"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi" },
+    { name = "msal" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/22/ff/61369d06422b5ac48067215ff404841342651b14a89b46c8d8e1507c8f17/azure-datalake-store-0.0.53.tar.gz", hash = "sha256:05b6de62ee3f2a0a6e6941e6933b792b800c3e7f6ffce2fc324bc19875757393", size = 71430 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/88/2a/75f56b14f115189155cf12e46b366ad1fe3357af5a1a7c09f7446662d617/azure_datalake_store-0.0.53-py2.py3-none-any.whl", hash = "sha256:a30c902a6e360aa47d7f69f086b426729784e71c536f330b691647a51dc42b2b", size = 55308 },
+]
+
+[[package]]
+name = "azure-identity"
+version = "1.25.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-core" },
+    { name = "cryptography" },
+    { name = "msal" },
+    { name = "msal-extensions" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4e/9e/4c9682a286c3c89e437579bd9f64f311020e5125c1321fd3a653166b5716/azure_identity-1.25.0.tar.gz", hash = "sha256:4177df34d684cddc026e6cf684e1abb57767aa9d84e7f2129b080ec45eee7733", size = 278507 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/75/54/81683b6756676a22e037b209695b08008258e603f7e47c56834029c5922a/azure_identity-1.25.0-py3-none-any.whl", hash = "sha256:becaec086bbdf8d1a6aa4fb080c2772a0f824a97d50c29637ec8cc4933f1e82d", size = 190861 },
+]
+
+[[package]]
+name = "azure-storage-blob"
+version = "12.26.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-core" },
+    { name = "cryptography" },
+    { name = "isodate" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/96/95/3e3414491ce45025a1cde107b6ae72bf72049e6021597c201cd6a3029b9a/azure_storage_blob-12.26.0.tar.gz", hash = "sha256:5dd7d7824224f7de00bfeb032753601c982655173061e242f13be6e26d78d71f", size = 583332 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5b/64/63dbfdd83b31200ac58820a7951ddfdeed1fbee9285b0f3eae12d1357155/azure_storage_blob-12.26.0-py3-none-any.whl", hash = "sha256:8c5631b8b22b4f53ec5fff2f3bededf34cfef111e2af613ad42c9e6de00a77fe", size = 412907 },
+]
+
+[[package]]
+name = "certifi"
+version = "2025.8.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/dc/67/960ebe6bf230a96cda2e0abcf73af550ec4f090005363542f0765df162e0/certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407", size = 162386 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/48/1549795ba7742c948d2ad169c1c8cdbae65bc450d6cd753d124b17c8cd32/certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5", size = 161216 },
+]
+
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/4a/3dfd5f7850cbf0d06dc84ba9aa00db766b52ca38d8b86e3a38314d52498c/cffi-2.0.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe", size = 184344 },
+    { url = "https://files.pythonhosted.org/packages/4f/8b/f0e4c441227ba756aafbe78f117485b25bb26b1c059d01f137fa6d14896b/cffi-2.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c", size = 180560 },
+    { url = "https://files.pythonhosted.org/packages/b1/b7/1200d354378ef52ec227395d95c2576330fd22a869f7a70e88e1447eb234/cffi-2.0.0-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92", size = 209613 },
+    { url = "https://files.pythonhosted.org/packages/b8/56/6033f5e86e8cc9bb629f0077ba71679508bdf54a9a5e112a3c0b91870332/cffi-2.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93", size = 216476 },
+    { url = "https://files.pythonhosted.org/packages/dc/7f/55fecd70f7ece178db2f26128ec41430d8720f2d12ca97bf8f0a628207d5/cffi-2.0.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5", size = 203374 },
+    { url = "https://files.pythonhosted.org/packages/84/ef/a7b77c8bdc0f77adc3b46888f1ad54be8f3b7821697a7b89126e829e676a/cffi-2.0.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664", size = 202597 },
+    { url = "https://files.pythonhosted.org/packages/d7/91/500d892b2bf36529a75b77958edfcd5ad8e2ce4064ce2ecfeab2125d72d1/cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26", size = 215574 },
+    { url = "https://files.pythonhosted.org/packages/44/64/58f6255b62b101093d5df22dcb752596066c7e89dd725e0afaed242a61be/cffi-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9", size = 218971 },
+    { url = "https://files.pythonhosted.org/packages/ab/49/fa72cebe2fd8a55fbe14956f9970fe8eb1ac59e5df042f603ef7c8ba0adc/cffi-2.0.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414", size = 211972 },
+    { url = "https://files.pythonhosted.org/packages/0b/28/dd0967a76aab36731b6ebfe64dec4e981aff7e0608f60c2d46b46982607d/cffi-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743", size = 217078 },
+    { url = "https://files.pythonhosted.org/packages/2b/c0/015b25184413d7ab0a410775fdb4a50fca20f5589b5dab1dbbfa3baad8ce/cffi-2.0.0-cp311-cp311-win32.whl", hash = "sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5", size = 172076 },
+    { url = "https://files.pythonhosted.org/packages/ae/8f/dc5531155e7070361eb1b7e4c1a9d896d0cb21c49f807a6c03fd63fc877e/cffi-2.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5", size = 182820 },
+    { url = "https://files.pythonhosted.org/packages/95/5c/1b493356429f9aecfd56bc171285a4c4ac8697f76e9bbbbb105e537853a1/cffi-2.0.0-cp311-cp311-win_arm64.whl", hash = "sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d", size = 177635 },
+    { url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271 },
+    { url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048 },
+    { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529 },
+    { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097 },
+    { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983 },
+    { url = "https://files.pythonhosted.org/packages/3a/c8/15cb9ada8895957ea171c62dc78ff3e99159ee7adb13c0123c001a2546c1/cffi-2.0.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037", size = 206519 },
+    { url = "https://files.pythonhosted.org/packages/78/2d/7fa73dfa841b5ac06c7b8855cfc18622132e365f5b81d02230333ff26e9e/cffi-2.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba", size = 219572 },
+    { url = "https://files.pythonhosted.org/packages/07/e0/267e57e387b4ca276b90f0434ff88b2c2241ad72b16d31836adddfd6031b/cffi-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94", size = 222963 },
+    { url = "https://files.pythonhosted.org/packages/b6/75/1f2747525e06f53efbd878f4d03bac5b859cbc11c633d0fb81432d98a795/cffi-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187", size = 221361 },
+    { url = "https://files.pythonhosted.org/packages/7b/2b/2b6435f76bfeb6bbf055596976da087377ede68df465419d192acf00c437/cffi-2.0.0-cp312-cp312-win32.whl", hash = "sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18", size = 172932 },
+    { url = "https://files.pythonhosted.org/packages/f8/ed/13bd4418627013bec4ed6e54283b1959cf6db888048c7cf4b4c3b5b36002/cffi-2.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5", size = 183557 },
+    { url = "https://files.pythonhosted.org/packages/95/31/9f7f93ad2f8eff1dbc1c3656d7ca5bfd8fb52c9d786b4dcf19b2d02217fa/cffi-2.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6", size = 177762 },
+    { url = "https://files.pythonhosted.org/packages/4b/8d/a0a47a0c9e413a658623d014e91e74a50cdd2c423f7ccfd44086ef767f90/cffi-2.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb", size = 185230 },
+    { url = "https://files.pythonhosted.org/packages/4a/d2/a6c0296814556c68ee32009d9c2ad4f85f2707cdecfd7727951ec228005d/cffi-2.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca", size = 181043 },
+    { url = "https://files.pythonhosted.org/packages/b0/1e/d22cc63332bd59b06481ceaac49d6c507598642e2230f201649058a7e704/cffi-2.0.0-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b", size = 212446 },
+    { url = "https://files.pythonhosted.org/packages/a9/f5/a2c23eb03b61a0b8747f211eb716446c826ad66818ddc7810cc2cc19b3f2/cffi-2.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b", size = 220101 },
+    { url = "https://files.pythonhosted.org/packages/f2/7f/e6647792fc5850d634695bc0e6ab4111ae88e89981d35ac269956605feba/cffi-2.0.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2", size = 207948 },
+    { url = "https://files.pythonhosted.org/packages/cb/1e/a5a1bd6f1fb30f22573f76533de12a00bf274abcdc55c8edab639078abb6/cffi-2.0.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3", size = 206422 },
+    { url = "https://files.pythonhosted.org/packages/98/df/0a1755e750013a2081e863e7cd37e0cdd02664372c754e5560099eb7aa44/cffi-2.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26", size = 219499 },
+    { url = "https://files.pythonhosted.org/packages/50/e1/a969e687fcf9ea58e6e2a928ad5e2dd88cc12f6f0ab477e9971f2309b57c/cffi-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c", size = 222928 },
+    { url = "https://files.pythonhosted.org/packages/36/54/0362578dd2c9e557a28ac77698ed67323ed5b9775ca9d3fe73fe191bb5d8/cffi-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b", size = 221302 },
+    { url = "https://files.pythonhosted.org/packages/eb/6d/bf9bda840d5f1dfdbf0feca87fbdb64a918a69bca42cfa0ba7b137c48cb8/cffi-2.0.0-cp313-cp313-win32.whl", hash = "sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27", size = 172909 },
+    { url = "https://files.pythonhosted.org/packages/37/18/6519e1ee6f5a1e579e04b9ddb6f1676c17368a7aba48299c3759bbc3c8b3/cffi-2.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75", size = 183402 },
+    { url = "https://files.pythonhosted.org/packages/cb/0e/02ceeec9a7d6ee63bb596121c2c8e9b3a9e150936f4fbef6ca1943e6137c/cffi-2.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91", size = 177780 },
+    { url = "https://files.pythonhosted.org/packages/92/c4/3ce07396253a83250ee98564f8d7e9789fab8e58858f35d07a9a2c78de9f/cffi-2.0.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5", size = 185320 },
+    { url = "https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13", size = 181487 },
+    { url = "https://files.pythonhosted.org/packages/d6/43/0e822876f87ea8a4ef95442c3d766a06a51fc5298823f884ef87aaad168c/cffi-2.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b", size = 220049 },
+    { url = "https://files.pythonhosted.org/packages/b4/89/76799151d9c2d2d1ead63c2429da9ea9d7aac304603de0c6e8764e6e8e70/cffi-2.0.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c", size = 207793 },
+    { url = "https://files.pythonhosted.org/packages/bb/dd/3465b14bb9e24ee24cb88c9e3730f6de63111fffe513492bf8c808a3547e/cffi-2.0.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef", size = 206300 },
+    { url = "https://files.pythonhosted.org/packages/47/d9/d83e293854571c877a92da46fdec39158f8d7e68da75bf73581225d28e90/cffi-2.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775", size = 219244 },
+    { url = "https://files.pythonhosted.org/packages/2b/0f/1f177e3683aead2bb00f7679a16451d302c436b5cbf2505f0ea8146ef59e/cffi-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205", size = 222828 },
+    { url = "https://files.pythonhosted.org/packages/c6/0f/cafacebd4b040e3119dcb32fed8bdef8dfe94da653155f9d0b9dc660166e/cffi-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1", size = 220926 },
+    { url = "https://files.pythonhosted.org/packages/3e/aa/df335faa45b395396fcbc03de2dfcab242cd61a9900e914fe682a59170b1/cffi-2.0.0-cp314-cp314-win32.whl", hash = "sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f", size = 175328 },
+    { url = "https://files.pythonhosted.org/packages/bb/92/882c2d30831744296ce713f0feb4c1cd30f346ef747b530b5318715cc367/cffi-2.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25", size = 185650 },
+    { url = "https://files.pythonhosted.org/packages/9f/2c/98ece204b9d35a7366b5b2c6539c350313ca13932143e79dc133ba757104/cffi-2.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad", size = 180687 },
+    { url = "https://files.pythonhosted.org/packages/3e/61/c768e4d548bfa607abcda77423448df8c471f25dbe64fb2ef6d555eae006/cffi-2.0.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9", size = 188773 },
+    { url = "https://files.pythonhosted.org/packages/2c/ea/5f76bce7cf6fcd0ab1a1058b5af899bfbef198bea4d5686da88471ea0336/cffi-2.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d", size = 185013 },
+    { url = "https://files.pythonhosted.org/packages/be/b4/c56878d0d1755cf9caa54ba71e5d049479c52f9e4afc230f06822162ab2f/cffi-2.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c", size = 221593 },
+    { url = "https://files.pythonhosted.org/packages/e0/0d/eb704606dfe8033e7128df5e90fee946bbcb64a04fcdaa97321309004000/cffi-2.0.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8", size = 209354 },
+    { url = "https://files.pythonhosted.org/packages/d8/19/3c435d727b368ca475fb8742ab97c9cb13a0de600ce86f62eab7fa3eea60/cffi-2.0.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc", size = 208480 },
+    { url = "https://files.pythonhosted.org/packages/d0/44/681604464ed9541673e486521497406fadcc15b5217c3e326b061696899a/cffi-2.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592", size = 221584 },
+    { url = "https://files.pythonhosted.org/packages/25/8e/342a504ff018a2825d395d44d63a767dd8ebc927ebda557fecdaca3ac33a/cffi-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512", size = 224443 },
+    { url = "https://files.pythonhosted.org/packages/e1/5e/b666bacbbc60fbf415ba9988324a132c9a7a0448a9a8f125074671c0f2c3/cffi-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4", size = 223437 },
+    { url = "https://files.pythonhosted.org/packages/a0/1d/ec1a60bd1a10daa292d3cd6bb0b359a81607154fb8165f3ec95fe003b85c/cffi-2.0.0-cp314-cp314t-win32.whl", hash = "sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e", size = 180487 },
+    { url = "https://files.pythonhosted.org/packages/bf/41/4c1168c74fac325c0c8156f04b6749c8b6a8f405bbf91413ba088359f60d/cffi-2.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6", size = 191726 },
+    { url = "https://files.pythonhosted.org/packages/ae/3a/dbeec9d1ee0844c679f6bb5d6ad4e9f198b1224f4e7a32825f47f6192b0c/cffi-2.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9", size = 184195 },
+]
+
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/11/74/539e56497d9bd1d484fd863dd69cbbfa653cd2aa27abfe35653494d85e94/cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560", size = 7114 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c5/55/51844dd50c4fc7a33b653bfaba4c2456f06955289ca770a5dbd5fd267374/cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9", size = 7249 },
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.4.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/83/2d/5fd176ceb9b2fc619e63405525573493ca23441330fcdaee6bef9460e924/charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14", size = 122371 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7f/b5/991245018615474a60965a7c9cd2b4efbaabd16d582a5547c47ee1c7730b/charset_normalizer-3.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b", size = 204483 },
+    { url = "https://files.pythonhosted.org/packages/c7/2a/ae245c41c06299ec18262825c1569c5d3298fc920e4ddf56ab011b417efd/charset_normalizer-3.4.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64", size = 145520 },
+    { url = "https://files.pythonhosted.org/packages/3a/a4/b3b6c76e7a635748c4421d2b92c7b8f90a432f98bda5082049af37ffc8e3/charset_normalizer-3.4.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91", size = 158876 },
+    { url = "https://files.pythonhosted.org/packages/e2/e6/63bb0e10f90a8243c5def74b5b105b3bbbfb3e7bb753915fe333fb0c11ea/charset_normalizer-3.4.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f", size = 156083 },
+    { url = "https://files.pythonhosted.org/packages/87/df/b7737ff046c974b183ea9aa111b74185ac8c3a326c6262d413bd5a1b8c69/charset_normalizer-3.4.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07", size = 150295 },
+    { url = "https://files.pythonhosted.org/packages/61/f1/190d9977e0084d3f1dc169acd060d479bbbc71b90bf3e7bf7b9927dec3eb/charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30", size = 148379 },
+    { url = "https://files.pythonhosted.org/packages/4c/92/27dbe365d34c68cfe0ca76f1edd70e8705d82b378cb54ebbaeabc2e3029d/charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14", size = 160018 },
+    { url = "https://files.pythonhosted.org/packages/99/04/baae2a1ea1893a01635d475b9261c889a18fd48393634b6270827869fa34/charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c", size = 157430 },
+    { url = "https://files.pythonhosted.org/packages/2f/36/77da9c6a328c54d17b960c89eccacfab8271fdaaa228305330915b88afa9/charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae", size = 151600 },
+    { url = "https://files.pythonhosted.org/packages/64/d4/9eb4ff2c167edbbf08cdd28e19078bf195762e9bd63371689cab5ecd3d0d/charset_normalizer-3.4.3-cp311-cp311-win32.whl", hash = "sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849", size = 99616 },
+    { url = "https://files.pythonhosted.org/packages/f4/9c/996a4a028222e7761a96634d1820de8a744ff4327a00ada9c8942033089b/charset_normalizer-3.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c", size = 107108 },
+    { url = "https://files.pythonhosted.org/packages/e9/5e/14c94999e418d9b87682734589404a25854d5f5d0408df68bc15b6ff54bb/charset_normalizer-3.4.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e28e334d3ff134e88989d90ba04b47d84382a828c061d0d1027b1b12a62b39b1", size = 205655 },
+    { url = "https://files.pythonhosted.org/packages/7d/a8/c6ec5d389672521f644505a257f50544c074cf5fc292d5390331cd6fc9c3/charset_normalizer-3.4.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884", size = 146223 },
+    { url = "https://files.pythonhosted.org/packages/fc/eb/a2ffb08547f4e1e5415fb69eb7db25932c52a52bed371429648db4d84fb1/charset_normalizer-3.4.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c6fd51128a41297f5409deab284fecbe5305ebd7e5a1f959bee1c054622b7018", size = 159366 },
+    { url = "https://files.pythonhosted.org/packages/82/10/0fd19f20c624b278dddaf83b8464dcddc2456cb4b02bb902a6da126b87a1/charset_normalizer-3.4.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392", size = 157104 },
+    { url = "https://files.pythonhosted.org/packages/16/ab/0233c3231af734f5dfcf0844aa9582d5a1466c985bbed6cedab85af9bfe3/charset_normalizer-3.4.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f", size = 151830 },
+    { url = "https://files.pythonhosted.org/packages/ae/02/e29e22b4e02839a0e4a06557b1999d0a47db3567e82989b5bb21f3fbbd9f/charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154", size = 148854 },
+    { url = "https://files.pythonhosted.org/packages/05/6b/e2539a0a4be302b481e8cafb5af8792da8093b486885a1ae4d15d452bcec/charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491", size = 160670 },
+    { url = "https://files.pythonhosted.org/packages/31/e7/883ee5676a2ef217a40ce0bffcc3d0dfbf9e64cbcfbdf822c52981c3304b/charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cc34f233c9e71701040d772aa7490318673aa7164a0efe3172b2981218c26d93", size = 158501 },
+    { url = "https://files.pythonhosted.org/packages/c1/35/6525b21aa0db614cf8b5792d232021dca3df7f90a1944db934efa5d20bb1/charset_normalizer-3.4.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f", size = 153173 },
+    { url = "https://files.pythonhosted.org/packages/50/ee/f4704bad8201de513fdc8aac1cabc87e38c5818c93857140e06e772b5892/charset_normalizer-3.4.3-cp312-cp312-win32.whl", hash = "sha256:fb6fecfd65564f208cbf0fba07f107fb661bcd1a7c389edbced3f7a493f70e37", size = 99822 },
+    { url = "https://files.pythonhosted.org/packages/39/f5/3b3836ca6064d0992c58c7561c6b6eee1b3892e9665d650c803bd5614522/charset_normalizer-3.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc", size = 107543 },
+    { url = "https://files.pythonhosted.org/packages/65/ca/2135ac97709b400c7654b4b764daf5c5567c2da45a30cdd20f9eefe2d658/charset_normalizer-3.4.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe", size = 205326 },
+    { url = "https://files.pythonhosted.org/packages/71/11/98a04c3c97dd34e49c7d247083af03645ca3730809a5509443f3c37f7c99/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8", size = 146008 },
+    { url = "https://files.pythonhosted.org/packages/60/f5/4659a4cb3c4ec146bec80c32d8bb16033752574c20b1252ee842a95d1a1e/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9", size = 159196 },
+    { url = "https://files.pythonhosted.org/packages/86/9e/f552f7a00611f168b9a5865a1414179b2c6de8235a4fa40189f6f79a1753/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31", size = 156819 },
+    { url = "https://files.pythonhosted.org/packages/7e/95/42aa2156235cbc8fa61208aded06ef46111c4d3f0de233107b3f38631803/charset_normalizer-3.4.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f", size = 151350 },
+    { url = "https://files.pythonhosted.org/packages/c2/a9/3865b02c56f300a6f94fc631ef54f0a8a29da74fb45a773dfd3dcd380af7/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927", size = 148644 },
+    { url = "https://files.pythonhosted.org/packages/77/d9/cbcf1a2a5c7d7856f11e7ac2d782aec12bdfea60d104e60e0aa1c97849dc/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:fdabf8315679312cfa71302f9bd509ded4f2f263fb5b765cf1433b39106c3cc9", size = 160468 },
+    { url = "https://files.pythonhosted.org/packages/f6/42/6f45efee8697b89fda4d50580f292b8f7f9306cb2971d4b53f8914e4d890/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5", size = 158187 },
+    { url = "https://files.pythonhosted.org/packages/70/99/f1c3bdcfaa9c45b3ce96f70b14f070411366fa19549c1d4832c935d8e2c3/charset_normalizer-3.4.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc", size = 152699 },
+    { url = "https://files.pythonhosted.org/packages/a3/ad/b0081f2f99a4b194bcbb1934ef3b12aa4d9702ced80a37026b7607c72e58/charset_normalizer-3.4.3-cp313-cp313-win32.whl", hash = "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce", size = 99580 },
+    { url = "https://files.pythonhosted.org/packages/9a/8f/ae790790c7b64f925e5c953b924aaa42a243fb778fed9e41f147b2a5715a/charset_normalizer-3.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:cf1ebb7d78e1ad8ec2a8c4732c7be2e736f6e5123a4146c5b89c9d1f585f8cef", size = 107366 },
+    { url = "https://files.pythonhosted.org/packages/8e/91/b5a06ad970ddc7a0e513112d40113e834638f4ca1120eb727a249fb2715e/charset_normalizer-3.4.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15", size = 204342 },
+    { url = "https://files.pythonhosted.org/packages/ce/ec/1edc30a377f0a02689342f214455c3f6c2fbedd896a1d2f856c002fc3062/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db", size = 145995 },
+    { url = "https://files.pythonhosted.org/packages/17/e5/5e67ab85e6d22b04641acb5399c8684f4d37caf7558a53859f0283a650e9/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d", size = 158640 },
+    { url = "https://files.pythonhosted.org/packages/f1/e5/38421987f6c697ee3722981289d554957c4be652f963d71c5e46a262e135/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096", size = 156636 },
+    { url = "https://files.pythonhosted.org/packages/a0/e4/5a075de8daa3ec0745a9a3b54467e0c2967daaaf2cec04c845f73493e9a1/charset_normalizer-3.4.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa", size = 150939 },
+    { url = "https://files.pythonhosted.org/packages/02/f7/3611b32318b30974131db62b4043f335861d4d9b49adc6d57c1149cc49d4/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ccf600859c183d70eb47e05a44cd80a4ce77394d1ac0f79dbd2dd90a69a3a049", size = 148580 },
+    { url = "https://files.pythonhosted.org/packages/7e/61/19b36f4bd67f2793ab6a99b979b4e4f3d8fc754cbdffb805335df4337126/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0", size = 159870 },
+    { url = "https://files.pythonhosted.org/packages/06/57/84722eefdd338c04cf3030ada66889298eaedf3e7a30a624201e0cbe424a/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92", size = 157797 },
+    { url = "https://files.pythonhosted.org/packages/72/2a/aff5dd112b2f14bcc3462c312dce5445806bfc8ab3a7328555da95330e4b/charset_normalizer-3.4.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d716a916938e03231e86e43782ca7878fb602a125a91e7acb8b5112e2e96ac16", size = 152224 },
+    { url = "https://files.pythonhosted.org/packages/b7/8c/9839225320046ed279c6e839d51f028342eb77c91c89b8ef2549f951f3ec/charset_normalizer-3.4.3-cp314-cp314-win32.whl", hash = "sha256:c6dbd0ccdda3a2ba7c2ecd9d77b37f3b5831687d8dc1b6ca5f56a4880cc7b7ce", size = 100086 },
+    { url = "https://files.pythonhosted.org/packages/ee/7a/36fbcf646e41f710ce0a563c1c9a343c6edf9be80786edeb15b6f62e17db/charset_normalizer-3.4.3-cp314-cp314-win_amd64.whl", hash = "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c", size = 107400 },
+    { url = "https://files.pythonhosted.org/packages/8a/1f/f041989e93b001bc4e44bb1669ccdcf54d3f00e628229a85b08d330615c5/charset_normalizer-3.4.3-py3-none-any.whl", hash = "sha256:ce571ab16d890d23b5c278547ba694193a45011ff86a9162a71307ed9f86759a", size = 53175 },
+]
+
+[[package]]
+name = "click"
+version = "8.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/46/61/de6cd827efad202d7057d93e0fed9294b96952e188f7384832791c7b2254/click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4", size = 276943 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/db/d3/9dcc0f5797f070ec8edf30fbadfb200e71d9db6b84d211e3b2085a7589a0/click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc", size = 107295 },
+]
+
+[[package]]
+name = "click-plugins"
+version = "1.1.1.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c3/a4/34847b59150da33690a36da3681d6bbc2ec14ee9a846bc30a6746e5984e4/click_plugins-1.1.1.2.tar.gz", hash = "sha256:d7af3984a99d243c131aa1a828331e7630f4a88a9741fd05c927b204bcf92261", size = 8343 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3d/9a/2abecb28ae875e39c8cad711eb1186d8d14eab564705325e77e4e6ab9ae5/click_plugins-1.1.1.2-py2.py3-none-any.whl", hash = "sha256:008d65743833ffc1f5417bf0e78e8d2c23aab04d9745ba817bd3e71b0feb6aa6", size = 11051 },
+]
+
+[[package]]
+name = "cligj"
+version = "0.7.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ea/0d/837dbd5d8430fd0f01ed72c4cfb2f548180f4c68c635df84ce87956cff32/cligj-0.7.2.tar.gz", hash = "sha256:a4bc13d623356b373c2c27c53dbd9c68cae5d526270bfa71f6c6fa69669c6b27", size = 9803 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/73/86/43fa9f15c5b9fb6e82620428827cd3c284aa933431405d1bcf5231ae3d3e/cligj-0.7.2-py3-none-any.whl", hash = "sha256:c1ca117dbce1fe20a5809dc96f01e1c2840f6dcc939b3ddbb1111bf330ba82df", size = 7069 },
+]
+
+[[package]]
+name = "cloudpickle"
+version = "3.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/52/39/069100b84d7418bc358d81669d5748efb14b9cceacd2f9c75f550424132f/cloudpickle-3.1.1.tar.gz", hash = "sha256:b216fa8ae4019d5482a8ac3c95d8f6346115d8835911fd4aefd1a445e4242c64", size = 22113 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7e/e8/64c37fadfc2816a7701fa8a6ed8d87327c7d54eacfbfb6edab14a2f2be75/cloudpickle-3.1.1-py3-none-any.whl", hash = "sha256:c8c5a44295039331ee9dad40ba100a9c7297b6f988e50e87ccdf3765a668350e", size = 20992 },
+]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 },
+]
+
+[[package]]
+name = "coverage"
+version = "7.10.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/14/70/025b179c993f019105b79575ac6edb5e084fb0f0e63f15cdebef4e454fb5/coverage-7.10.6.tar.gz", hash = "sha256:f644a3ae5933a552a29dbb9aa2f90c677a875f80ebea028e5a52a4f429044b90", size = 823736 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d4/16/2bea27e212c4980753d6d563a0803c150edeaaddb0771a50d2afc410a261/coverage-7.10.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c706db3cabb7ceef779de68270150665e710b46d56372455cd741184f3868d8f", size = 217129 },
+    { url = "https://files.pythonhosted.org/packages/2a/51/e7159e068831ab37e31aac0969d47b8c5ee25b7d307b51e310ec34869315/coverage-7.10.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8e0c38dc289e0508ef68ec95834cb5d2e96fdbe792eaccaa1bccac3966bbadcc", size = 217532 },
+    { url = "https://files.pythonhosted.org/packages/e7/c0/246ccbea53d6099325d25cd208df94ea435cd55f0db38099dd721efc7a1f/coverage-7.10.6-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:752a3005a1ded28f2f3a6e8787e24f28d6abe176ca64677bcd8d53d6fe2ec08a", size = 247931 },
+    { url = "https://files.pythonhosted.org/packages/7d/fb/7435ef8ab9b2594a6e3f58505cc30e98ae8b33265d844007737946c59389/coverage-7.10.6-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:689920ecfd60f992cafca4f5477d55720466ad2c7fa29bb56ac8d44a1ac2b47a", size = 249864 },
+    { url = "https://files.pythonhosted.org/packages/51/f8/d9d64e8da7bcddb094d511154824038833c81e3a039020a9d6539bf303e9/coverage-7.10.6-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ec98435796d2624d6905820a42f82149ee9fc4f2d45c2c5bc5a44481cc50db62", size = 251969 },
+    { url = "https://files.pythonhosted.org/packages/43/28/c43ba0ef19f446d6463c751315140d8f2a521e04c3e79e5c5fe211bfa430/coverage-7.10.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b37201ce4a458c7a758ecc4efa92fa8ed783c66e0fa3c42ae19fc454a0792153", size = 249659 },
+    { url = "https://files.pythonhosted.org/packages/79/3e/53635bd0b72beaacf265784508a0b386defc9ab7fad99ff95f79ce9db555/coverage-7.10.6-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:2904271c80898663c810a6b067920a61dd8d38341244a3605bd31ab55250dad5", size = 247714 },
+    { url = "https://files.pythonhosted.org/packages/4c/55/0964aa87126624e8c159e32b0bc4e84edef78c89a1a4b924d28dd8265625/coverage-7.10.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5aea98383463d6e1fa4e95416d8de66f2d0cb588774ee20ae1b28df826bcb619", size = 248351 },
+    { url = "https://files.pythonhosted.org/packages/eb/ab/6cfa9dc518c6c8e14a691c54e53a9433ba67336c760607e299bfcf520cb1/coverage-7.10.6-cp311-cp311-win32.whl", hash = "sha256:e3fb1fa01d3598002777dd259c0c2e6d9d5e10e7222976fc8e03992f972a2cba", size = 219562 },
+    { url = "https://files.pythonhosted.org/packages/5b/18/99b25346690cbc55922e7cfef06d755d4abee803ef335baff0014268eff4/coverage-7.10.6-cp311-cp311-win_amd64.whl", hash = "sha256:f35ed9d945bece26553d5b4c8630453169672bea0050a564456eb88bdffd927e", size = 220453 },
+    { url = "https://files.pythonhosted.org/packages/d8/ed/81d86648a07ccb124a5cf1f1a7788712b8d7216b593562683cd5c9b0d2c1/coverage-7.10.6-cp311-cp311-win_arm64.whl", hash = "sha256:99e1a305c7765631d74b98bf7dbf54eeea931f975e80f115437d23848ee8c27c", size = 219127 },
+    { url = "https://files.pythonhosted.org/packages/26/06/263f3305c97ad78aab066d116b52250dd316e74fcc20c197b61e07eb391a/coverage-7.10.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:5b2dd6059938063a2c9fee1af729d4f2af28fd1a545e9b7652861f0d752ebcea", size = 217324 },
+    { url = "https://files.pythonhosted.org/packages/e9/60/1e1ded9a4fe80d843d7d53b3e395c1db3ff32d6c301e501f393b2e6c1c1f/coverage-7.10.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:388d80e56191bf846c485c14ae2bc8898aa3124d9d35903fef7d907780477634", size = 217560 },
+    { url = "https://files.pythonhosted.org/packages/b8/25/52136173c14e26dfed8b106ed725811bb53c30b896d04d28d74cb64318b3/coverage-7.10.6-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:90cb5b1a4670662719591aa92d0095bb41714970c0b065b02a2610172dbf0af6", size = 249053 },
+    { url = "https://files.pythonhosted.org/packages/cb/1d/ae25a7dc58fcce8b172d42ffe5313fc267afe61c97fa872b80ee72d9515a/coverage-7.10.6-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:961834e2f2b863a0e14260a9a273aff07ff7818ab6e66d2addf5628590c628f9", size = 251802 },
+    { url = "https://files.pythonhosted.org/packages/f5/7a/1f561d47743710fe996957ed7c124b421320f150f1d38523d8d9102d3e2a/coverage-7.10.6-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf9a19f5012dab774628491659646335b1928cfc931bf8d97b0d5918dd58033c", size = 252935 },
+    { url = "https://files.pythonhosted.org/packages/6c/ad/8b97cd5d28aecdfde792dcbf646bac141167a5cacae2cd775998b45fabb5/coverage-7.10.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:99c4283e2a0e147b9c9cc6bc9c96124de9419d6044837e9799763a0e29a7321a", size = 250855 },
+    { url = "https://files.pythonhosted.org/packages/33/6a/95c32b558d9a61858ff9d79580d3877df3eb5bc9eed0941b1f187c89e143/coverage-7.10.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:282b1b20f45df57cc508c1e033403f02283adfb67d4c9c35a90281d81e5c52c5", size = 248974 },
+    { url = "https://files.pythonhosted.org/packages/0d/9c/8ce95dee640a38e760d5b747c10913e7a06554704d60b41e73fdea6a1ffd/coverage-7.10.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8cdbe264f11afd69841bd8c0d83ca10b5b32853263ee62e6ac6a0ab63895f972", size = 250409 },
+    { url = "https://files.pythonhosted.org/packages/04/12/7a55b0bdde78a98e2eb2356771fd2dcddb96579e8342bb52aa5bc52e96f0/coverage-7.10.6-cp312-cp312-win32.whl", hash = "sha256:a517feaf3a0a3eca1ee985d8373135cfdedfbba3882a5eab4362bda7c7cf518d", size = 219724 },
+    { url = "https://files.pythonhosted.org/packages/36/4a/32b185b8b8e327802c9efce3d3108d2fe2d9d31f153a0f7ecfd59c773705/coverage-7.10.6-cp312-cp312-win_amd64.whl", hash = "sha256:856986eadf41f52b214176d894a7de05331117f6035a28ac0016c0f63d887629", size = 220536 },
+    { url = "https://files.pythonhosted.org/packages/08/3a/d5d8dc703e4998038c3099eaf77adddb00536a3cec08c8dcd556a36a3eb4/coverage-7.10.6-cp312-cp312-win_arm64.whl", hash = "sha256:acf36b8268785aad739443fa2780c16260ee3fa09d12b3a70f772ef100939d80", size = 219171 },
+    { url = "https://files.pythonhosted.org/packages/bd/e7/917e5953ea29a28c1057729c1d5af9084ab6d9c66217523fd0e10f14d8f6/coverage-7.10.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ffea0575345e9ee0144dfe5701aa17f3ba546f8c3bb48db62ae101afb740e7d6", size = 217351 },
+    { url = "https://files.pythonhosted.org/packages/eb/86/2e161b93a4f11d0ea93f9bebb6a53f113d5d6e416d7561ca41bb0a29996b/coverage-7.10.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:95d91d7317cde40a1c249d6b7382750b7e6d86fad9d8eaf4fa3f8f44cf171e80", size = 217600 },
+    { url = "https://files.pythonhosted.org/packages/0e/66/d03348fdd8df262b3a7fb4ee5727e6e4936e39e2f3a842e803196946f200/coverage-7.10.6-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:3e23dd5408fe71a356b41baa82892772a4cefcf758f2ca3383d2aa39e1b7a003", size = 248600 },
+    { url = "https://files.pythonhosted.org/packages/73/dd/508420fb47d09d904d962f123221bc249f64b5e56aa93d5f5f7603be475f/coverage-7.10.6-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0f3f56e4cb573755e96a16501a98bf211f100463d70275759e73f3cbc00d4f27", size = 251206 },
+    { url = "https://files.pythonhosted.org/packages/e9/1f/9020135734184f439da85c70ea78194c2730e56c2d18aee6e8ff1719d50d/coverage-7.10.6-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:db4a1d897bbbe7339946ffa2fe60c10cc81c43fab8b062d3fcb84188688174a4", size = 252478 },
+    { url = "https://files.pythonhosted.org/packages/a4/a4/3d228f3942bb5a2051fde28c136eea23a761177dc4ff4ef54533164ce255/coverage-7.10.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d8fd7879082953c156d5b13c74aa6cca37f6a6f4747b39538504c3f9c63d043d", size = 250637 },
+    { url = "https://files.pythonhosted.org/packages/36/e3/293dce8cdb9a83de971637afc59b7190faad60603b40e32635cbd15fbf61/coverage-7.10.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:28395ca3f71cd103b8c116333fa9db867f3a3e1ad6a084aa3725ae002b6583bc", size = 248529 },
+    { url = "https://files.pythonhosted.org/packages/90/26/64eecfa214e80dd1d101e420cab2901827de0e49631d666543d0e53cf597/coverage-7.10.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:61c950fc33d29c91b9e18540e1aed7d9f6787cc870a3e4032493bbbe641d12fc", size = 250143 },
+    { url = "https://files.pythonhosted.org/packages/3e/70/bd80588338f65ea5b0d97e424b820fb4068b9cfb9597fbd91963086e004b/coverage-7.10.6-cp313-cp313-win32.whl", hash = "sha256:160c00a5e6b6bdf4e5984b0ef21fc860bc94416c41b7df4d63f536d17c38902e", size = 219770 },
+    { url = "https://files.pythonhosted.org/packages/a7/14/0b831122305abcc1060c008f6c97bbdc0a913ab47d65070a01dc50293c2b/coverage-7.10.6-cp313-cp313-win_amd64.whl", hash = "sha256:628055297f3e2aa181464c3808402887643405573eb3d9de060d81531fa79d32", size = 220566 },
+    { url = "https://files.pythonhosted.org/packages/83/c6/81a83778c1f83f1a4a168ed6673eeedc205afb562d8500175292ca64b94e/coverage-7.10.6-cp313-cp313-win_arm64.whl", hash = "sha256:df4ec1f8540b0bcbe26ca7dd0f541847cc8a108b35596f9f91f59f0c060bfdd2", size = 219195 },
+    { url = "https://files.pythonhosted.org/packages/d7/1c/ccccf4bf116f9517275fa85047495515add43e41dfe8e0bef6e333c6b344/coverage-7.10.6-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:c9a8b7a34a4de3ed987f636f71881cd3b8339f61118b1aa311fbda12741bff0b", size = 218059 },
+    { url = "https://files.pythonhosted.org/packages/92/97/8a3ceff833d27c7492af4f39d5da6761e9ff624831db9e9f25b3886ddbca/coverage-7.10.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:8dd5af36092430c2b075cee966719898f2ae87b636cefb85a653f1d0ba5d5393", size = 218287 },
+    { url = "https://files.pythonhosted.org/packages/92/d8/50b4a32580cf41ff0423777a2791aaf3269ab60c840b62009aec12d3970d/coverage-7.10.6-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b0353b0f0850d49ada66fdd7d0c7cdb0f86b900bb9e367024fd14a60cecc1e27", size = 259625 },
+    { url = "https://files.pythonhosted.org/packages/7e/7e/6a7df5a6fb440a0179d94a348eb6616ed4745e7df26bf2a02bc4db72c421/coverage-7.10.6-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:d6b9ae13d5d3e8aeca9ca94198aa7b3ebbc5acfada557d724f2a1f03d2c0b0df", size = 261801 },
+    { url = "https://files.pythonhosted.org/packages/3a/4c/a270a414f4ed5d196b9d3d67922968e768cd971d1b251e1b4f75e9362f75/coverage-7.10.6-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:675824a363cc05781b1527b39dc2587b8984965834a748177ee3c37b64ffeafb", size = 264027 },
+    { url = "https://files.pythonhosted.org/packages/9c/8b/3210d663d594926c12f373c5370bf1e7c5c3a427519a8afa65b561b9a55c/coverage-7.10.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:692d70ea725f471a547c305f0d0fc6a73480c62fb0da726370c088ab21aed282", size = 261576 },
+    { url = "https://files.pythonhosted.org/packages/72/d0/e1961eff67e9e1dba3fc5eb7a4caf726b35a5b03776892da8d79ec895775/coverage-7.10.6-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:851430a9a361c7a8484a36126d1d0ff8d529d97385eacc8dfdc9bfc8c2d2cbe4", size = 259341 },
+    { url = "https://files.pythonhosted.org/packages/3a/06/d6478d152cd189b33eac691cba27a40704990ba95de49771285f34a5861e/coverage-7.10.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d9369a23186d189b2fc95cc08b8160ba242057e887d766864f7adf3c46b2df21", size = 260468 },
+    { url = "https://files.pythonhosted.org/packages/ed/73/737440247c914a332f0b47f7598535b29965bf305e19bbc22d4c39615d2b/coverage-7.10.6-cp313-cp313t-win32.whl", hash = "sha256:92be86fcb125e9bda0da7806afd29a3fd33fdf58fba5d60318399adf40bf37d0", size = 220429 },
+    { url = "https://files.pythonhosted.org/packages/bd/76/b92d3214740f2357ef4a27c75a526eb6c28f79c402e9f20a922c295c05e2/coverage-7.10.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6b3039e2ca459a70c79523d39347d83b73f2f06af5624905eba7ec34d64d80b5", size = 221493 },
+    { url = "https://files.pythonhosted.org/packages/fc/8e/6dcb29c599c8a1f654ec6cb68d76644fe635513af16e932d2d4ad1e5ac6e/coverage-7.10.6-cp313-cp313t-win_arm64.whl", hash = "sha256:3fb99d0786fe17b228eab663d16bee2288e8724d26a199c29325aac4b0319b9b", size = 219757 },
+    { url = "https://files.pythonhosted.org/packages/d3/aa/76cf0b5ec00619ef208da4689281d48b57f2c7fde883d14bf9441b74d59f/coverage-7.10.6-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:6008a021907be8c4c02f37cdc3ffb258493bdebfeaf9a839f9e71dfdc47b018e", size = 217331 },
+    { url = "https://files.pythonhosted.org/packages/65/91/8e41b8c7c505d398d7730206f3cbb4a875a35ca1041efc518051bfce0f6b/coverage-7.10.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:5e75e37f23eb144e78940b40395b42f2321951206a4f50e23cfd6e8a198d3ceb", size = 217607 },
+    { url = "https://files.pythonhosted.org/packages/87/7f/f718e732a423d442e6616580a951b8d1ec3575ea48bcd0e2228386805e79/coverage-7.10.6-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0f7cb359a448e043c576f0da00aa8bfd796a01b06aa610ca453d4dde09cc1034", size = 248663 },
+    { url = "https://files.pythonhosted.org/packages/e6/52/c1106120e6d801ac03e12b5285e971e758e925b6f82ee9b86db3aa10045d/coverage-7.10.6-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c68018e4fc4e14b5668f1353b41ccf4bc83ba355f0e1b3836861c6f042d89ac1", size = 251197 },
+    { url = "https://files.pythonhosted.org/packages/3d/ec/3a8645b1bb40e36acde9c0609f08942852a4af91a937fe2c129a38f2d3f5/coverage-7.10.6-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cd4b2b0707fc55afa160cd5fc33b27ccbf75ca11d81f4ec9863d5793fc6df56a", size = 252551 },
+    { url = "https://files.pythonhosted.org/packages/a1/70/09ecb68eeb1155b28a1d16525fd3a9b65fbe75337311a99830df935d62b6/coverage-7.10.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4cec13817a651f8804a86e4f79d815b3b28472c910e099e4d5a0e8a3b6a1d4cb", size = 250553 },
+    { url = "https://files.pythonhosted.org/packages/c6/80/47df374b893fa812e953b5bc93dcb1427a7b3d7a1a7d2db33043d17f74b9/coverage-7.10.6-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:f2a6a8e06bbda06f78739f40bfb56c45d14eb8249d0f0ea6d4b3d48e1f7c695d", size = 248486 },
+    { url = "https://files.pythonhosted.org/packages/4a/65/9f98640979ecee1b0d1a7164b589de720ddf8100d1747d9bbdb84be0c0fb/coverage-7.10.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:081b98395ced0d9bcf60ada7661a0b75f36b78b9d7e39ea0790bb4ed8da14747", size = 249981 },
+    { url = "https://files.pythonhosted.org/packages/1f/55/eeb6603371e6629037f47bd25bef300387257ed53a3c5fdb159b7ac8c651/coverage-7.10.6-cp314-cp314-win32.whl", hash = "sha256:6937347c5d7d069ee776b2bf4e1212f912a9f1f141a429c475e6089462fcecc5", size = 220054 },
+    { url = "https://files.pythonhosted.org/packages/15/d1/a0912b7611bc35412e919a2cd59ae98e7ea3b475e562668040a43fb27897/coverage-7.10.6-cp314-cp314-win_amd64.whl", hash = "sha256:adec1d980fa07e60b6ef865f9e5410ba760e4e1d26f60f7e5772c73b9a5b0713", size = 220851 },
+    { url = "https://files.pythonhosted.org/packages/ef/2d/11880bb8ef80a45338e0b3e0725e4c2d73ffbb4822c29d987078224fd6a5/coverage-7.10.6-cp314-cp314-win_arm64.whl", hash = "sha256:a80f7aef9535442bdcf562e5a0d5a5538ce8abe6bb209cfbf170c462ac2c2a32", size = 219429 },
+    { url = "https://files.pythonhosted.org/packages/83/c0/1f00caad775c03a700146f55536ecd097a881ff08d310a58b353a1421be0/coverage-7.10.6-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:0de434f4fbbe5af4fa7989521c655c8c779afb61c53ab561b64dcee6149e4c65", size = 218080 },
+    { url = "https://files.pythonhosted.org/packages/a9/c4/b1c5d2bd7cc412cbeb035e257fd06ed4e3e139ac871d16a07434e145d18d/coverage-7.10.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6e31b8155150c57e5ac43ccd289d079eb3f825187d7c66e755a055d2c85794c6", size = 218293 },
+    { url = "https://files.pythonhosted.org/packages/3f/07/4468d37c94724bf6ec354e4ec2f205fda194343e3e85fd2e59cec57e6a54/coverage-7.10.6-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:98cede73eb83c31e2118ae8d379c12e3e42736903a8afcca92a7218e1f2903b0", size = 259800 },
+    { url = "https://files.pythonhosted.org/packages/82/d8/f8fb351be5fee31690cd8da768fd62f1cfab33c31d9f7baba6cd8960f6b8/coverage-7.10.6-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f863c08f4ff6b64fa8045b1e3da480f5374779ef187f07b82e0538c68cb4ff8e", size = 261965 },
+    { url = "https://files.pythonhosted.org/packages/e8/70/65d4d7cfc75c5c6eb2fed3ee5cdf420fd8ae09c4808723a89a81d5b1b9c3/coverage-7.10.6-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2b38261034fda87be356f2c3f42221fdb4171c3ce7658066ae449241485390d5", size = 264220 },
+    { url = "https://files.pythonhosted.org/packages/98/3c/069df106d19024324cde10e4ec379fe2fb978017d25e97ebee23002fbadf/coverage-7.10.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0e93b1476b79eae849dc3872faeb0bf7948fd9ea34869590bc16a2a00b9c82a7", size = 261660 },
+    { url = "https://files.pythonhosted.org/packages/fc/8a/2974d53904080c5dc91af798b3a54a4ccb99a45595cc0dcec6eb9616a57d/coverage-7.10.6-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:ff8a991f70f4c0cf53088abf1e3886edcc87d53004c7bb94e78650b4d3dac3b5", size = 259417 },
+    { url = "https://files.pythonhosted.org/packages/30/38/9616a6b49c686394b318974d7f6e08f38b8af2270ce7488e879888d1e5db/coverage-7.10.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ac765b026c9f33044419cbba1da913cfb82cca1b60598ac1c7a5ed6aac4621a0", size = 260567 },
+    { url = "https://files.pythonhosted.org/packages/76/16/3ed2d6312b371a8cf804abf4e14895b70e4c3491c6e53536d63fd0958a8d/coverage-7.10.6-cp314-cp314t-win32.whl", hash = "sha256:441c357d55f4936875636ef2cfb3bee36e466dcf50df9afbd398ce79dba1ebb7", size = 220831 },
+    { url = "https://files.pythonhosted.org/packages/d5/e5/d38d0cb830abede2adb8b147770d2a3d0e7fecc7228245b9b1ae6c24930a/coverage-7.10.6-cp314-cp314t-win_amd64.whl", hash = "sha256:073711de3181b2e204e4870ac83a7c4853115b42e9cd4d145f2231e12d670930", size = 221950 },
+    { url = "https://files.pythonhosted.org/packages/f4/51/e48e550f6279349895b0ffcd6d2a690e3131ba3a7f4eafccc141966d4dea/coverage-7.10.6-cp314-cp314t-win_arm64.whl", hash = "sha256:137921f2bac5559334ba66122b753db6dc5d1cf01eb7b64eb412bb0d064ef35b", size = 219969 },
+    { url = "https://files.pythonhosted.org/packages/44/0c/50db5379b615854b5cf89146f8f5bd1d5a9693d7f3a987e269693521c404/coverage-7.10.6-py3-none-any.whl", hash = "sha256:92c4ecf6bf11b2e85fd4d8204814dc26e6a19f0c9d938c207c5cb0eadfcabbe3", size = 208986 },
+]
+
+[package.optional-dependencies]
+toml = [
+    { name = "tomli", marker = "python_full_version <= '3.11'" },
+]
+
+[[package]]
+name = "crc32c"
+version = "2.7.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/7f/4c/4e40cc26347ac8254d3f25b9f94710b8e8df24ee4dddc1ba41907a88a94d/crc32c-2.7.1.tar.gz", hash = "sha256:f91b144a21eef834d64178e01982bb9179c354b3e9e5f4c803b0e5096384968c", size = 45712 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/45/8e/2f37f46368bbfd50edfc11b96f0aa135699034b1b020966c70ebaff3463b/crc32c-2.7.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:19e03a50545a3ef400bd41667d5525f71030488629c57d819e2dd45064f16192", size = 49672 },
+    { url = "https://files.pythonhosted.org/packages/ed/b8/e52f7c4b045b871c2984d70f37c31d4861b533a8082912dfd107a96cf7c1/crc32c-2.7.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8c03286b1e5ce9bed7090084f206aacd87c5146b4b10de56fe9e86cbbbf851cf", size = 37155 },
+    { url = "https://files.pythonhosted.org/packages/25/ee/0cfa82a68736697f3c7e435ba658c2ef8c997f42b89f6ab4545efe1b2649/crc32c-2.7.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:80ebbf144a1a56a532b353e81fa0f3edca4f4baa1bf92b1dde2c663a32bb6a15", size = 35372 },
+    { url = "https://files.pythonhosted.org/packages/aa/92/c878aaba81c431fcd93a059e9f6c90db397c585742793f0bf6e0c531cc67/crc32c-2.7.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:96b794fd11945298fdd5eb1290a812efb497c14bc42592c5c992ca077458eeba", size = 54879 },
+    { url = "https://files.pythonhosted.org/packages/5b/f5/ab828ab3907095e06b18918408748950a9f726ee2b37be1b0839fb925ee1/crc32c-2.7.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9df7194dd3c0efb5a21f5d70595b7a8b4fd9921fbbd597d6d8e7a11eca3e2d27", size = 52588 },
+    { url = "https://files.pythonhosted.org/packages/6a/2b/9e29e9ac4c4213d60491db09487125db358cd9263490fbadbd55e48fbe03/crc32c-2.7.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d698eec444b18e296a104d0b9bb6c596c38bdcb79d24eba49604636e9d747305", size = 53674 },
+    { url = "https://files.pythonhosted.org/packages/79/ed/df3c4c14bf1b29f5c9b52d51fb6793e39efcffd80b2941d994e8f7f5f688/crc32c-2.7.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e07cf10ef852d219d179333fd706d1c415626f1f05e60bd75acf0143a4d8b225", size = 54691 },
+    { url = "https://files.pythonhosted.org/packages/0c/47/4917af3c9c1df2fff28bbfa6492673c9adeae5599dcc207bbe209847489c/crc32c-2.7.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:d2a051f296e6e92e13efee3b41db388931cdb4a2800656cd1ed1d9fe4f13a086", size = 52896 },
+    { url = "https://files.pythonhosted.org/packages/1b/6f/26fc3dda5835cda8f6cd9d856afe62bdeae428de4c34fea200b0888e8835/crc32c-2.7.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1738259802978cdf428f74156175da6a5fdfb7256f647fdc0c9de1bc6cd7173", size = 53554 },
+    { url = "https://files.pythonhosted.org/packages/56/3e/6f39127f7027c75d130c0ba348d86a6150dff23761fbc6a5f71659f4521e/crc32c-2.7.1-cp311-cp311-win32.whl", hash = "sha256:f7786d219a1a1bf27d0aa1869821d11a6f8e90415cfffc1e37791690d4a848a1", size = 38370 },
+    { url = "https://files.pythonhosted.org/packages/c9/fb/1587c2705a3a47a3d0067eecf9a6fec510761c96dec45c7b038fb5c8ff46/crc32c-2.7.1-cp311-cp311-win_amd64.whl", hash = "sha256:887f6844bb3ad35f0778cd10793ad217f7123a5422e40041231b8c4c7329649d", size = 39795 },
+    { url = "https://files.pythonhosted.org/packages/1d/02/998dc21333413ce63fe4c1ca70eafe61ca26afc7eb353f20cecdb77d614e/crc32c-2.7.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:f7d1c4e761fe42bf856130daf8b2658df33fe0ced3c43dadafdfeaa42b57b950", size = 49568 },
+    { url = "https://files.pythonhosted.org/packages/9c/3e/e3656bfa76e50ef87b7136fef2dbf3c46e225629432fc9184fdd7fd187ff/crc32c-2.7.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:73361c79a6e4605204457f19fda18b042a94508a52e53d10a4239da5fb0f6a34", size = 37019 },
+    { url = "https://files.pythonhosted.org/packages/0b/7d/5ff9904046ad15a08772515db19df43107bf5e3901a89c36a577b5f40ba0/crc32c-2.7.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:afd778fc8ac0ed2ffbfb122a9aa6a0e409a8019b894a1799cda12c01534493e0", size = 35373 },
+    { url = "https://files.pythonhosted.org/packages/4d/41/4aedc961893f26858ab89fc772d0eaba91f9870f19eaa933999dcacb94ec/crc32c-2.7.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56ef661b34e9f25991fface7f9ad85e81bbc1b3fe3b916fd58c893eabe2fa0b8", size = 54675 },
+    { url = "https://files.pythonhosted.org/packages/d6/63/8cabf09b7e39b9fec8f7010646c8b33057fc8d67e6093b3cc15563d23533/crc32c-2.7.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:571aa4429444b5d7f588e4377663592145d2d25eb1635abb530f1281794fc7c9", size = 52386 },
+    { url = "https://files.pythonhosted.org/packages/79/13/13576941bf7cf95026abae43d8427c812c0054408212bf8ed490eda846b0/crc32c-2.7.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c02a3bd67dea95cdb25844aaf44ca2e1b0c1fd70b287ad08c874a95ef4bb38db", size = 53495 },
+    { url = "https://files.pythonhosted.org/packages/3d/b6/55ffb26d0517d2d6c6f430ce2ad36ae7647c995c5bfd7abce7f32bb2bad1/crc32c-2.7.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:99d17637c4867672cb8adeea007294e3c3df9d43964369516cfe2c1f47ce500a", size = 54456 },
+    { url = "https://files.pythonhosted.org/packages/c2/1a/5562e54cb629ecc5543d3604dba86ddfc7c7b7bf31d64005b38a00d31d31/crc32c-2.7.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:f4a400ac3c69a32e180d8753fd7ec7bccb80ade7ab0812855dce8a208e72495f", size = 52647 },
+    { url = "https://files.pythonhosted.org/packages/48/ec/ce4138eaf356cd9aae60bbe931755e5e0151b3eca5f491fce6c01b97fd59/crc32c-2.7.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:588587772e55624dd9c7a906ec9e8773ae0b6ac5e270fc0bc84ee2758eba90d5", size = 53332 },
+    { url = "https://files.pythonhosted.org/packages/5e/b5/144b42cd838a901175a916078781cb2c3c9f977151c9ba085aebd6d15b22/crc32c-2.7.1-cp312-cp312-win32.whl", hash = "sha256:9f14b60e5a14206e8173dd617fa0c4df35e098a305594082f930dae5488da428", size = 38371 },
+    { url = "https://files.pythonhosted.org/packages/ae/c4/7929dcd5d9b57db0cce4fe6f6c191049380fc6d8c9b9f5581967f4ec018e/crc32c-2.7.1-cp312-cp312-win_amd64.whl", hash = "sha256:7c810a246660a24dc818047dc5f89c7ce7b2814e1e08a8e99993f4103f7219e8", size = 39805 },
+    { url = "https://files.pythonhosted.org/packages/bf/98/1a6d60d5b3b5edc8382777b64100343cb4aa6a7e172fae4a6cfcb8ebbbd9/crc32c-2.7.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:24949bffb06fc411cc18188d33357923cb935273642164d0bb37a5f375654169", size = 49567 },
+    { url = "https://files.pythonhosted.org/packages/4f/56/0dd652d4e950e6348bbf16b964b3325e4ad8220470774128fc0b0dd069cb/crc32c-2.7.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2d5d326e7e118d4fa60187770d86b66af2fdfc63ce9eeb265f0d3e7d49bebe0b", size = 37018 },
+    { url = "https://files.pythonhosted.org/packages/47/02/2bd65fdef10139b6a802d83a7f966b7750fe5ffb1042f7cbe5dbb6403869/crc32c-2.7.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ba110df60c64c8e2d77a9425b982a520ccdb7abe42f06604f4d98a45bb1fff62", size = 35374 },
+    { url = "https://files.pythonhosted.org/packages/a9/0d/3e797d1ed92d357a6a4c5b41cea15a538b27a8fdf18c7863747eb50b73ad/crc32c-2.7.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c277f9d16a3283e064d54854af0976b72abaa89824955579b2b3f37444f89aae", size = 54641 },
+    { url = "https://files.pythonhosted.org/packages/a7/d3/4ddeef755caaa75680c559562b6c71f5910fee4c4f3a2eb5ea8b57f0e48c/crc32c-2.7.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:881af0478a01331244e27197356929edbdeaef6a9f81b5c6bacfea18d2139289", size = 52338 },
+    { url = "https://files.pythonhosted.org/packages/01/cf/32f019be5de9f6e180926a50ee5f08648e686c7d9a59f2c5d0806a77b1c7/crc32c-2.7.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:724d5ff4d29ff093a983ae656be3307093706d850ea2a233bf29fcacc335d945", size = 53447 },
+    { url = "https://files.pythonhosted.org/packages/b2/8b/92f3f62f3bafe8f7ab4af7bfb7246dc683fd11ec0d6dfb73f91e09079f69/crc32c-2.7.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b2416c4d88696ac322632555c0f81ab35e15f154bc96055da6cf110d642dbc10", size = 54484 },
+    { url = "https://files.pythonhosted.org/packages/98/b2/113a50f8781f76af5ac65ffdb907e72bddbe974de8e02247f0d58bc48040/crc32c-2.7.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:60254251b88ec9b9795215f0f9ec015a6b5eef8b2c5fba1267c672d83c78fc02", size = 52703 },
+    { url = "https://files.pythonhosted.org/packages/b4/6c/309229e9acda8cf36a8ff4061d70b54d905f79b7037e16883ce6590a24ab/crc32c-2.7.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:edefc0e46f3c37372183f70338e5bdee42f6789b62fcd36ec53aa933e9dfbeaf", size = 53367 },
+    { url = "https://files.pythonhosted.org/packages/b5/2a/6c6324d920396e1bd9f3efbe8753da071be0ca52bd22d6c82d446b8d6975/crc32c-2.7.1-cp313-cp313-win32.whl", hash = "sha256:813af8111218970fe2adb833c5e5239f091b9c9e76f03b4dd91aaba86e99b499", size = 38377 },
+    { url = "https://files.pythonhosted.org/packages/db/a0/f01ccfab538db07ef3f6b4ede46357ff147a81dd4f3c59ca6a34c791a549/crc32c-2.7.1-cp313-cp313-win_amd64.whl", hash = "sha256:7d9ede7be8e4ec1c9e90aaf6884decbeef10e3473e6ddac032706d710cab5888", size = 39803 },
+    { url = "https://files.pythonhosted.org/packages/1b/80/61dcae7568b33acfde70c9d651c7d891c0c578c39cc049107c1cf61f1367/crc32c-2.7.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:db9ac92294284b22521356715784b91cc9094eee42a5282ab281b872510d1831", size = 49386 },
+    { url = "https://files.pythonhosted.org/packages/1e/f1/80f17c089799ab2b4c247443bdd101d6ceda30c46d7f193e16b5ca29c5a0/crc32c-2.7.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:8fcd7f2f29a30dc92af64a9ee3d38bde0c82bd20ad939999427aac94bbd87373", size = 36937 },
+    { url = "https://files.pythonhosted.org/packages/63/42/5fcfc71a3de493d920fd2590843762a2749981ea56b802b380e5df82309d/crc32c-2.7.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5c056ef043393085523e149276a7ce0cb534b872e04f3e20d74d9a94a75c0ad7", size = 35292 },
+    { url = "https://files.pythonhosted.org/packages/03/de/fef962e898a953558fe1c55141644553e84ef4190693a31244c59a0856c7/crc32c-2.7.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:03a92551a343702629af91f78d205801219692b6909f8fa126b830e332bfb0e0", size = 54223 },
+    { url = "https://files.pythonhosted.org/packages/21/14/fceca1a6f45c0a1814fe8602a65657b75c27425162445925ba87438cad6b/crc32c-2.7.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fb9424ec1a8ca54763155a703e763bcede82e6569fe94762614bb2de1412d4e1", size = 51588 },
+    { url = "https://files.pythonhosted.org/packages/13/3b/13d40a7dfbf9ef05c84a0da45544ee72080dca4ce090679e5105689984bd/crc32c-2.7.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:88732070f6175530db04e0bb36880ac45c33d49f8ac43fa0e50cfb1830049d23", size = 52678 },
+    { url = "https://files.pythonhosted.org/packages/36/09/65ffc4fb9fa60ff6714eeb50a92284a4525e5943f0b040b572c0c76368c1/crc32c-2.7.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:57a20dfc27995f568f64775eea2bbb58ae269f1a1144561df5e4a4955f79db32", size = 53847 },
+    { url = "https://files.pythonhosted.org/packages/24/71/938e926085b7288da052db7c84416f3ce25e71baf7ab5b63824c7bcb6f22/crc32c-2.7.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:f7186d098bfd2cff25eac6880b7c7ad80431b90610036131c1c7dd0eab42a332", size = 51860 },
+    { url = "https://files.pythonhosted.org/packages/3c/d8/4526d5380189d6f2fa27256c204100f30214fe402f47cf6e9fb9a91ab890/crc32c-2.7.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:55a77e29a265418fa34bef15bd0f2c60afae5348988aaf35ed163b4bbf93cf37", size = 52508 },
+    { url = "https://files.pythonhosted.org/packages/19/30/15f7e35176488b77e5b88751947d321d603fccac273099ace27c7b2d50a6/crc32c-2.7.1-cp313-cp313t-win32.whl", hash = "sha256:ae38a4b6aa361595d81cab441405fbee905c72273e80a1c010fb878ae77ac769", size = 38319 },
+    { url = "https://files.pythonhosted.org/packages/19/c4/0b3eee04dac195f4730d102d7a9fbea894ae7a32ce075f84336df96a385d/crc32c-2.7.1-cp313-cp313t-win_amd64.whl", hash = "sha256:eee2a43b663feb6c79a6c1c6e5eae339c2b72cfac31ee54ec0209fa736cf7ee5", size = 39781 },
+]
+
+[[package]]
+name = "cryptography"
+version = "46.0.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a9/62/e3664e6ffd7743e1694b244dde70b43a394f6f7fbcacf7014a8ff5197c73/cryptography-46.0.1.tar.gz", hash = "sha256:ed570874e88f213437f5cf758f9ef26cbfc3f336d889b1e592ee11283bb8d1c7", size = 749198 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4c/8c/44ee01267ec01e26e43ebfdae3f120ec2312aa72fa4c0507ebe41a26739f/cryptography-46.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:1cd6d50c1a8b79af1a6f703709d8973845f677c8e97b1268f5ff323d38ce8475", size = 7285044 },
+    { url = "https://files.pythonhosted.org/packages/22/59/9ae689a25047e0601adfcb159ec4f83c0b4149fdb5c3030cc94cd218141d/cryptography-46.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0ff483716be32690c14636e54a1f6e2e1b7bf8e22ca50b989f88fa1b2d287080", size = 4308182 },
+    { url = "https://files.pythonhosted.org/packages/c4/ee/ca6cc9df7118f2fcd142c76b1da0f14340d77518c05b1ebfbbabca6b9e7d/cryptography-46.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9873bf7c1f2a6330bdfe8621e7ce64b725784f9f0c3a6a55c3047af5849f920e", size = 4572393 },
+    { url = "https://files.pythonhosted.org/packages/7f/a3/0f5296f63815d8e985922b05c31f77ce44787b3127a67c0b7f70f115c45f/cryptography-46.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:0dfb7c88d4462a0cfdd0d87a3c245a7bc3feb59de101f6ff88194f740f72eda6", size = 4308400 },
+    { url = "https://files.pythonhosted.org/packages/5d/8c/74fcda3e4e01be1d32775d5b4dd841acaac3c1b8fa4d0774c7ac8d52463d/cryptography-46.0.1-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e22801b61613ebdebf7deb18b507919e107547a1d39a3b57f5f855032dd7cfb8", size = 4015786 },
+    { url = "https://files.pythonhosted.org/packages/dc/b8/85d23287baeef273b0834481a3dd55bbed3a53587e3b8d9f0898235b8f91/cryptography-46.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:757af4f6341ce7a1e47c326ca2a81f41d236070217e5fbbad61bbfe299d55d28", size = 4982606 },
+    { url = "https://files.pythonhosted.org/packages/e5/d3/de61ad5b52433b389afca0bc70f02a7a1f074651221f599ce368da0fe437/cryptography-46.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:f7a24ea78de345cfa7f6a8d3bde8b242c7fac27f2bd78fa23474ca38dfaeeab9", size = 4604234 },
+    { url = "https://files.pythonhosted.org/packages/dc/1f/dbd4d6570d84748439237a7478d124ee0134bf166ad129267b7ed8ea6d22/cryptography-46.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:9e8776dac9e660c22241b6587fae51a67b4b0147daa4d176b172c3ff768ad736", size = 4307669 },
+    { url = "https://files.pythonhosted.org/packages/ec/fd/ca0a14ce7f0bfe92fa727aacaf2217eb25eb7e4ed513b14d8e03b26e63ed/cryptography-46.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9f40642a140c0c8649987027867242b801486865277cbabc8c6059ddef16dc8b", size = 4947579 },
+    { url = "https://files.pythonhosted.org/packages/89/6b/09c30543bb93401f6f88fce556b3bdbb21e55ae14912c04b7bf355f5f96c/cryptography-46.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:449ef2b321bec7d97ef2c944173275ebdab78f3abdd005400cc409e27cd159ab", size = 4603669 },
+    { url = "https://files.pythonhosted.org/packages/23/9a/38cb01cb09ce0adceda9fc627c9cf98eb890fc8d50cacbe79b011df20f8a/cryptography-46.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2dd339ba3345b908fa3141ddba4025568fa6fd398eabce3ef72a29ac2d73ad75", size = 4435828 },
+    { url = "https://files.pythonhosted.org/packages/0f/53/435b5c36a78d06ae0bef96d666209b0ecd8f8181bfe4dda46536705df59e/cryptography-46.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7411c910fb2a412053cf33cfad0153ee20d27e256c6c3f14d7d7d1d9fec59fd5", size = 4709553 },
+    { url = "https://files.pythonhosted.org/packages/f5/c4/0da6e55595d9b9cd3b6eb5dc22f3a07ded7f116a3ea72629cab595abb804/cryptography-46.0.1-cp311-abi3-win32.whl", hash = "sha256:cbb8e769d4cac884bb28e3ff620ef1001b75588a5c83c9c9f1fdc9afbe7f29b0", size = 3058327 },
+    { url = "https://files.pythonhosted.org/packages/95/0f/cd29a35e0d6e78a0ee61793564c8cff0929c38391cb0de27627bdc7525aa/cryptography-46.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:92e8cfe8bd7dd86eac0a677499894862cd5cc2fd74de917daa881d00871ac8e7", size = 3523893 },
+    { url = "https://files.pythonhosted.org/packages/f2/dd/eea390f3e78432bc3d2f53952375f8b37cb4d37783e626faa6a51e751719/cryptography-46.0.1-cp311-abi3-win_arm64.whl", hash = "sha256:db5597a4c7353b2e5fb05a8e6cb74b56a4658a2b7bf3cb6b1821ae7e7fd6eaa0", size = 2932145 },
+    { url = "https://files.pythonhosted.org/packages/0a/fb/c73588561afcd5e24b089952bd210b14676c0c5bf1213376350ae111945c/cryptography-46.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:4c49eda9a23019e11d32a0eb51a27b3e7ddedde91e099c0ac6373e3aacc0d2ee", size = 7193928 },
+    { url = "https://files.pythonhosted.org/packages/26/34/0ff0bb2d2c79f25a2a63109f3b76b9108a906dd2a2eb5c1d460b9938adbb/cryptography-46.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9babb7818fdd71394e576cf26c5452df77a355eac1a27ddfa24096665a27f8fd", size = 4293515 },
+    { url = "https://files.pythonhosted.org/packages/df/b7/d4f848aee24ecd1be01db6c42c4a270069a4f02a105d9c57e143daf6cf0f/cryptography-46.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9f2c4cc63be3ef43c0221861177cee5d14b505cd4d4599a89e2cd273c4d3542a", size = 4545619 },
+    { url = "https://files.pythonhosted.org/packages/44/a5/42fedefc754fd1901e2d95a69815ea4ec8a9eed31f4c4361fcab80288661/cryptography-46.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:41c281a74df173876da1dc9a9b6953d387f06e3d3ed9284e3baae3ab3f40883a", size = 4299160 },
+    { url = "https://files.pythonhosted.org/packages/86/a1/cd21174f56e769c831fbbd6399a1b7519b0ff6280acec1b826d7b072640c/cryptography-46.0.1-cp314-cp314t-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:0a17377fa52563d730248ba1f68185461fff36e8bc75d8787a7dd2e20a802b7a", size = 3994491 },
+    { url = "https://files.pythonhosted.org/packages/8d/2f/a8cbfa1c029987ddc746fd966711d4fa71efc891d37fbe9f030fe5ab4eec/cryptography-46.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:0d1922d9280e08cde90b518a10cd66831f632960a8d08cb3418922d83fce6f12", size = 4960157 },
+    { url = "https://files.pythonhosted.org/packages/67/ae/63a84e6789e0d5a2502edf06b552bcb0fa9ff16147265d5c44a211942abe/cryptography-46.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:af84e8e99f1a82cea149e253014ea9dc89f75b82c87bb6c7242203186f465129", size = 4577263 },
+    { url = "https://files.pythonhosted.org/packages/ef/8f/1b9fa8e92bd9cbcb3b7e1e593a5232f2c1e6f9bd72b919c1a6b37d315f92/cryptography-46.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:ef648d2c690703501714588b2ba640facd50fd16548133b11b2859e8655a69da", size = 4298703 },
+    { url = "https://files.pythonhosted.org/packages/c3/af/bb95db070e73fea3fae31d8a69ac1463d89d1c084220f549b00dd01094a8/cryptography-46.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:e94eb5fa32a8a9f9bf991f424f002913e3dd7c699ef552db9b14ba6a76a6313b", size = 4926363 },
+    { url = "https://files.pythonhosted.org/packages/f5/3b/d8fb17ffeb3a83157a1cc0aa5c60691d062aceecba09c2e5e77ebfc1870c/cryptography-46.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:534b96c0831855e29fc3b069b085fd185aa5353033631a585d5cd4dd5d40d657", size = 4576958 },
+    { url = "https://files.pythonhosted.org/packages/d9/46/86bc3a05c10c8aa88c8ae7e953a8b4e407c57823ed201dbcba55c4d655f4/cryptography-46.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:f9b55038b5c6c47559aa33626d8ecd092f354e23de3c6975e4bb205df128a2a0", size = 4422507 },
+    { url = "https://files.pythonhosted.org/packages/a8/4e/387e5a21dfd2b4198e74968a541cfd6128f66f8ec94ed971776e15091ac3/cryptography-46.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ec13b7105117dbc9afd023300fb9954d72ca855c274fe563e72428ece10191c0", size = 4683964 },
+    { url = "https://files.pythonhosted.org/packages/25/a3/f9f5907b166adb8f26762071474b38bbfcf89858a5282f032899075a38a1/cryptography-46.0.1-cp314-cp314t-win32.whl", hash = "sha256:504e464944f2c003a0785b81668fe23c06f3b037e9cb9f68a7c672246319f277", size = 3029705 },
+    { url = "https://files.pythonhosted.org/packages/12/66/4d3a4f1850db2e71c2b1628d14b70b5e4c1684a1bd462f7fffb93c041c38/cryptography-46.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:c52fded6383f7e20eaf70a60aeddd796b3677c3ad2922c801be330db62778e05", size = 3502175 },
+    { url = "https://files.pythonhosted.org/packages/52/c7/9f10ad91435ef7d0d99a0b93c4360bea3df18050ff5b9038c489c31ac2f5/cryptography-46.0.1-cp314-cp314t-win_arm64.whl", hash = "sha256:9495d78f52c804b5ec8878b5b8c7873aa8e63db9cd9ee387ff2db3fffe4df784", size = 2912354 },
+    { url = "https://files.pythonhosted.org/packages/98/e5/fbd632385542a3311915976f88e0dfcf09e62a3fc0aff86fb6762162a24d/cryptography-46.0.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:d84c40bdb8674c29fa192373498b6cb1e84f882889d21a471b45d1f868d8d44b", size = 7255677 },
+    { url = "https://files.pythonhosted.org/packages/56/3e/13ce6eab9ad6eba1b15a7bd476f005a4c1b3f299f4c2f32b22408b0edccf/cryptography-46.0.1-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9ed64e5083fa806709e74fc5ea067dfef9090e5b7a2320a49be3c9df3583a2d8", size = 4301110 },
+    { url = "https://files.pythonhosted.org/packages/a2/67/65dc233c1ddd688073cf7b136b06ff4b84bf517ba5529607c9d79720fc67/cryptography-46.0.1-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:341fb7a26bc9d6093c1b124b9f13acc283d2d51da440b98b55ab3f79f2522ead", size = 4562369 },
+    { url = "https://files.pythonhosted.org/packages/17/db/d64ae4c6f4e98c3dac5bf35dd4d103f4c7c345703e43560113e5e8e31b2b/cryptography-46.0.1-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:6ef1488967e729948d424d09c94753d0167ce59afba8d0f6c07a22b629c557b2", size = 4302126 },
+    { url = "https://files.pythonhosted.org/packages/3d/19/5f1eea17d4805ebdc2e685b7b02800c4f63f3dd46cfa8d4c18373fea46c8/cryptography-46.0.1-cp38-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7823bc7cdf0b747ecfb096d004cc41573c2f5c7e3a29861603a2871b43d3ef32", size = 4009431 },
+    { url = "https://files.pythonhosted.org/packages/81/b5/229ba6088fe7abccbfe4c5edb96c7a5ad547fac5fdd0d40aa6ea540b2985/cryptography-46.0.1-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:f736ab8036796f5a119ff8211deda416f8c15ce03776db704a7a4e17381cb2ef", size = 4980739 },
+    { url = "https://files.pythonhosted.org/packages/3a/9c/50aa38907b201e74bc43c572f9603fa82b58e831bd13c245613a23cff736/cryptography-46.0.1-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:e46710a240a41d594953012213ea8ca398cd2448fbc5d0f1be8160b5511104a0", size = 4592289 },
+    { url = "https://files.pythonhosted.org/packages/5a/33/229858f8a5bb22f82468bb285e9f4c44a31978d5f5830bb4ea1cf8a4e454/cryptography-46.0.1-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:84ef1f145de5aee82ea2447224dc23f065ff4cc5791bb3b506615957a6ba8128", size = 4301815 },
+    { url = "https://files.pythonhosted.org/packages/52/cb/b76b2c87fbd6ed4a231884bea3ce073406ba8e2dae9defad910d33cbf408/cryptography-46.0.1-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9394c7d5a7565ac5f7d9ba38b2617448eba384d7b107b262d63890079fad77ca", size = 4943251 },
+    { url = "https://files.pythonhosted.org/packages/94/0f/f66125ecf88e4cb5b8017ff43f3a87ede2d064cb54a1c5893f9da9d65093/cryptography-46.0.1-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:ed957044e368ed295257ae3d212b95456bd9756df490e1ac4538857f67531fcc", size = 4591247 },
+    { url = "https://files.pythonhosted.org/packages/f6/22/9f3134ae436b63b463cfdf0ff506a0570da6873adb4bf8c19b8a5b4bac64/cryptography-46.0.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f7de12fa0eee6234de9a9ce0ffcfa6ce97361db7a50b09b65c63ac58e5f22fc7", size = 4428534 },
+    { url = "https://files.pythonhosted.org/packages/89/39/e6042bcb2638650b0005c752c38ea830cbfbcbb1830e4d64d530000aa8dc/cryptography-46.0.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7fab1187b6c6b2f11a326f33b036f7168f5b996aedd0c059f9738915e4e8f53a", size = 4699541 },
+    { url = "https://files.pythonhosted.org/packages/68/46/753d457492d15458c7b5a653fc9a84a1c9c7a83af6ebdc94c3fc373ca6e8/cryptography-46.0.1-cp38-abi3-win32.whl", hash = "sha256:45f790934ac1018adeba46a0f7289b2b8fe76ba774a88c7f1922213a56c98bc1", size = 3043779 },
+    { url = "https://files.pythonhosted.org/packages/2f/50/b6f3b540c2f6ee712feeb5fa780bb11fad76634e71334718568e7695cb55/cryptography-46.0.1-cp38-abi3-win_amd64.whl", hash = "sha256:7176a5ab56fac98d706921f6416a05e5aff7df0e4b91516f450f8627cda22af3", size = 3517226 },
+    { url = "https://files.pythonhosted.org/packages/ff/e8/77d17d00981cdd27cc493e81e1749a0b8bbfb843780dbd841e30d7f50743/cryptography-46.0.1-cp38-abi3-win_arm64.whl", hash = "sha256:efc9e51c3e595267ff84adf56e9b357db89ab2279d7e375ffcaf8f678606f3d9", size = 2923149 },
+    { url = "https://files.pythonhosted.org/packages/27/27/077e09fd92075dd1338ea0ffaf5cfee641535545925768350ad90d8c36ca/cryptography-46.0.1-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:b9c79af2c3058430d911ff1a5b2b96bbfe8da47d5ed961639ce4681886614e70", size = 3722319 },
+    { url = "https://files.pythonhosted.org/packages/db/32/6fc7250280920418651640d76cee34d91c1e0601d73acd44364570cf041f/cryptography-46.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:0ca4be2af48c24df689a150d9cd37404f689e2968e247b6b8ff09bff5bcd786f", size = 4249030 },
+    { url = "https://files.pythonhosted.org/packages/32/33/8d5398b2da15a15110b2478480ab512609f95b45ead3a105c9a9c76f9980/cryptography-46.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:13e67c4d3fb8b6bc4ef778a7ccdd8df4cd15b4bcc18f4239c8440891a11245cc", size = 4528009 },
+    { url = "https://files.pythonhosted.org/packages/fd/1c/4012edad2a8977ab386c36b6e21f5065974d37afa3eade83a9968cba4855/cryptography-46.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:15b5fd9358803b0d1cc42505a18d8bca81dabb35b5cfbfea1505092e13a9d96d", size = 4248902 },
+    { url = "https://files.pythonhosted.org/packages/58/a3/257cd5ae677302de8fa066fca9de37128f6729d1e63c04dd6a15555dd450/cryptography-46.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:e34da95e29daf8a71cb2841fd55df0511539a6cdf33e6f77c1e95e44006b9b46", size = 4527150 },
+    { url = "https://files.pythonhosted.org/packages/6a/cd/fe6b65e1117ec7631f6be8951d3db076bac3e1b096e3e12710ed071ffc3c/cryptography-46.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:34f04b7311174469ab3ac2647469743720f8b6c8b046f238e5cb27905695eb2a", size = 3448210 },
+]
+
+[[package]]
+name = "dask"
+version = "2025.9.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "cloudpickle" },
+    { name = "fsspec" },
+    { name = "importlib-metadata", marker = "python_full_version < '3.12'" },
+    { name = "packaging" },
+    { name = "partd" },
+    { name = "pyyaml" },
+    { name = "toolz" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/52/87/87af914aaf5bfaa0ee8b9da060a836477d8cc49fe4978637da8b6a47d8a3/dask-2025.9.1.tar.gz", hash = "sha256:718df73e1fd3d7e2b8546e0f04ce08e1ed7f9aa3da1eecd0c1f44c8b6d52f7e0", size = 10973663 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/25/60/3fcd548bed6d25016933e4b2984c9b82e4c1e760380e03d4100b1b4726e0/dask-2025.9.1-py3-none-any.whl", hash = "sha256:2a8a7dc933caaea2f47745a65a6ec93d9e616e12aab53b4f03ee161d31939110", size = 1479274 },
+]
+
+[[package]]
+name = "decorator"
+version = "5.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/fa/6d96a0978d19e17b68d634497769987b16c8f4cd0a7a05048bec693caa6b/decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360", size = 56711 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a", size = 9190 },
+]
+
+[[package]]
+name = "distlib"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047 },
+]
+
+[[package]]
+name = "donfig"
+version = "0.8.1.post1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pyyaml" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/25/71/80cc718ff6d7abfbabacb1f57aaa42e9c1552bfdd01e64ddd704e4a03638/donfig-0.8.1.post1.tar.gz", hash = "sha256:3bef3413a4c1c601b585e8d297256d0c1470ea012afa6e8461dc28bfb7c23f52", size = 19506 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0c/d5/c5db1ea3394c6e1732fb3286b3bd878b59507a8f77d32a2cebda7d7b7cd4/donfig-0.8.1.post1-py3-none-any.whl", hash = "sha256:2a3175ce74a06109ff9307d90a230f81215cbac9a751f4d1c6194644b8204f9d", size = 21592 },
+]
+
+[[package]]
+name = "execnet"
+version = "2.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/bb/ff/b4c0dc78fbe20c3e59c0c7334de0c27eb4001a2b2017999af398bf730817/execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3", size = 166524 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/43/09/2aea36ff60d16dd8879bdb2f5b3ee0ba8d08cbbdcdfe870e695ce3784385/execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc", size = 40612 },
+]
+
+[[package]]
+name = "executing"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/cc/28/c14e053b6762b1044f34a13aab6859bbf40456d37d23aa286ac24cfd9a5d/executing-2.2.1.tar.gz", hash = "sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4", size = 1129488 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c1/ea/53f2148663b321f21b5a606bd5f191517cf40b7072c0497d3c92c4a13b1e/executing-2.2.1-py2.py3-none-any.whl", hash = "sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017", size = 28317 },
+]
+
+[[package]]
+name = "filelock"
+version = "3.19.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/40/bb/0ab3e58d22305b6f5440629d20683af28959bf793d98d11950e305c1c326/filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58", size = 17687 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/42/14/42b2651a2f46b022ccd948bca9f2d5af0fd8929c4eec235b8d6d844fbe67/filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d", size = 15988 },
+]
+
+[[package]]
+name = "frozenlist"
+version = "1.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/79/b1/b64018016eeb087db503b038296fd782586432b9c077fc5c7839e9cb6ef6/frozenlist-1.7.0.tar.gz", hash = "sha256:2e310d81923c2437ea8670467121cc3e9b0f76d3043cc1d2331d56c7fb7a3a8f", size = 45078 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/34/7e/803dde33760128acd393a27eb002f2020ddb8d99d30a44bfbaab31c5f08a/frozenlist-1.7.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:aa51e147a66b2d74de1e6e2cf5921890de6b0f4820b257465101d7f37b49fb5a", size = 82251 },
+    { url = "https://files.pythonhosted.org/packages/75/a9/9c2c5760b6ba45eae11334db454c189d43d34a4c0b489feb2175e5e64277/frozenlist-1.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:9b35db7ce1cd71d36ba24f80f0c9e7cff73a28d7a74e91fe83e23d27c7828750", size = 48183 },
+    { url = "https://files.pythonhosted.org/packages/47/be/4038e2d869f8a2da165f35a6befb9158c259819be22eeaf9c9a8f6a87771/frozenlist-1.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:34a69a85e34ff37791e94542065c8416c1afbf820b68f720452f636d5fb990cd", size = 47107 },
+    { url = "https://files.pythonhosted.org/packages/79/26/85314b8a83187c76a37183ceed886381a5f992975786f883472fcb6dc5f2/frozenlist-1.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a646531fa8d82c87fe4bb2e596f23173caec9185bfbca5d583b4ccfb95183e2", size = 237333 },
+    { url = "https://files.pythonhosted.org/packages/1f/fd/e5b64f7d2c92a41639ffb2ad44a6a82f347787abc0c7df5f49057cf11770/frozenlist-1.7.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:79b2ffbba483f4ed36a0f236ccb85fbb16e670c9238313709638167670ba235f", size = 231724 },
+    { url = "https://files.pythonhosted.org/packages/20/fb/03395c0a43a5976af4bf7534759d214405fbbb4c114683f434dfdd3128ef/frozenlist-1.7.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a26f205c9ca5829cbf82bb2a84b5c36f7184c4316617d7ef1b271a56720d6b30", size = 245842 },
+    { url = "https://files.pythonhosted.org/packages/d0/15/c01c8e1dffdac5d9803507d824f27aed2ba76b6ed0026fab4d9866e82f1f/frozenlist-1.7.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bcacfad3185a623fa11ea0e0634aac7b691aa925d50a440f39b458e41c561d98", size = 239767 },
+    { url = "https://files.pythonhosted.org/packages/14/99/3f4c6fe882c1f5514b6848aa0a69b20cb5e5d8e8f51a339d48c0e9305ed0/frozenlist-1.7.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:72c1b0fe8fe451b34f12dce46445ddf14bd2a5bcad7e324987194dc8e3a74c86", size = 224130 },
+    { url = "https://files.pythonhosted.org/packages/4d/83/220a374bd7b2aeba9d0725130665afe11de347d95c3620b9b82cc2fcab97/frozenlist-1.7.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:61d1a5baeaac6c0798ff6edfaeaa00e0e412d49946c53fae8d4b8e8b3566c4ae", size = 235301 },
+    { url = "https://files.pythonhosted.org/packages/03/3c/3e3390d75334a063181625343e8daab61b77e1b8214802cc4e8a1bb678fc/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7edf5c043c062462f09b6820de9854bf28cc6cc5b6714b383149745e287181a8", size = 234606 },
+    { url = "https://files.pythonhosted.org/packages/23/1e/58232c19608b7a549d72d9903005e2d82488f12554a32de2d5fb59b9b1ba/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:d50ac7627b3a1bd2dcef6f9da89a772694ec04d9a61b66cf87f7d9446b4a0c31", size = 248372 },
+    { url = "https://files.pythonhosted.org/packages/c0/a4/e4a567e01702a88a74ce8a324691e62a629bf47d4f8607f24bf1c7216e7f/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:ce48b2fece5aeb45265bb7a58259f45027db0abff478e3077e12b05b17fb9da7", size = 229860 },
+    { url = "https://files.pythonhosted.org/packages/73/a6/63b3374f7d22268b41a9db73d68a8233afa30ed164c46107b33c4d18ecdd/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:fe2365ae915a1fafd982c146754e1de6ab3478def8a59c86e1f7242d794f97d5", size = 245893 },
+    { url = "https://files.pythonhosted.org/packages/6d/eb/d18b3f6e64799a79673c4ba0b45e4cfbe49c240edfd03a68be20002eaeaa/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:45a6f2fdbd10e074e8814eb98b05292f27bad7d1883afbe009d96abdcf3bc898", size = 246323 },
+    { url = "https://files.pythonhosted.org/packages/5a/f5/720f3812e3d06cd89a1d5db9ff6450088b8f5c449dae8ffb2971a44da506/frozenlist-1.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:21884e23cffabb157a9dd7e353779077bf5b8f9a58e9b262c6caad2ef5f80a56", size = 233149 },
+    { url = "https://files.pythonhosted.org/packages/69/68/03efbf545e217d5db8446acfd4c447c15b7c8cf4dbd4a58403111df9322d/frozenlist-1.7.0-cp311-cp311-win32.whl", hash = "sha256:284d233a8953d7b24f9159b8a3496fc1ddc00f4db99c324bd5fb5f22d8698ea7", size = 39565 },
+    { url = "https://files.pythonhosted.org/packages/58/17/fe61124c5c333ae87f09bb67186d65038834a47d974fc10a5fadb4cc5ae1/frozenlist-1.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:387cbfdcde2f2353f19c2f66bbb52406d06ed77519ac7ee21be0232147c2592d", size = 44019 },
+    { url = "https://files.pythonhosted.org/packages/ef/a2/c8131383f1e66adad5f6ecfcce383d584ca94055a34d683bbb24ac5f2f1c/frozenlist-1.7.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:3dbf9952c4bb0e90e98aec1bd992b3318685005702656bc6f67c1a32b76787f2", size = 81424 },
+    { url = "https://files.pythonhosted.org/packages/4c/9d/02754159955088cb52567337d1113f945b9e444c4960771ea90eb73de8db/frozenlist-1.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:1f5906d3359300b8a9bb194239491122e6cf1444c2efb88865426f170c262cdb", size = 47952 },
+    { url = "https://files.pythonhosted.org/packages/01/7a/0046ef1bd6699b40acd2067ed6d6670b4db2f425c56980fa21c982c2a9db/frozenlist-1.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3dabd5a8f84573c8d10d8859a50ea2dec01eea372031929871368c09fa103478", size = 46688 },
+    { url = "https://files.pythonhosted.org/packages/d6/a2/a910bafe29c86997363fb4c02069df4ff0b5bc39d33c5198b4e9dd42d8f8/frozenlist-1.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa57daa5917f1738064f302bf2626281a1cb01920c32f711fbc7bc36111058a8", size = 243084 },
+    { url = "https://files.pythonhosted.org/packages/64/3e/5036af9d5031374c64c387469bfcc3af537fc0f5b1187d83a1cf6fab1639/frozenlist-1.7.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:c193dda2b6d49f4c4398962810fa7d7c78f032bf45572b3e04dd5249dff27e08", size = 233524 },
+    { url = "https://files.pythonhosted.org/packages/06/39/6a17b7c107a2887e781a48ecf20ad20f1c39d94b2a548c83615b5b879f28/frozenlist-1.7.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bfe2b675cf0aaa6d61bf8fbffd3c274b3c9b7b1623beb3809df8a81399a4a9c4", size = 248493 },
+    { url = "https://files.pythonhosted.org/packages/be/00/711d1337c7327d88c44d91dd0f556a1c47fb99afc060ae0ef66b4d24793d/frozenlist-1.7.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8fc5d5cda37f62b262405cf9652cf0856839c4be8ee41be0afe8858f17f4c94b", size = 244116 },
+    { url = "https://files.pythonhosted.org/packages/24/fe/74e6ec0639c115df13d5850e75722750adabdc7de24e37e05a40527ca539/frozenlist-1.7.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b0d5ce521d1dd7d620198829b87ea002956e4319002ef0bc8d3e6d045cb4646e", size = 224557 },
+    { url = "https://files.pythonhosted.org/packages/8d/db/48421f62a6f77c553575201e89048e97198046b793f4a089c79a6e3268bd/frozenlist-1.7.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:488d0a7d6a0008ca0db273c542098a0fa9e7dfaa7e57f70acef43f32b3f69dca", size = 241820 },
+    { url = "https://files.pythonhosted.org/packages/1d/fa/cb4a76bea23047c8462976ea7b7a2bf53997a0ca171302deae9d6dd12096/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:15a7eaba63983d22c54d255b854e8108e7e5f3e89f647fc854bd77a237e767df", size = 236542 },
+    { url = "https://files.pythonhosted.org/packages/5d/32/476a4b5cfaa0ec94d3f808f193301debff2ea42288a099afe60757ef6282/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:1eaa7e9c6d15df825bf255649e05bd8a74b04a4d2baa1ae46d9c2d00b2ca2cb5", size = 249350 },
+    { url = "https://files.pythonhosted.org/packages/8d/ba/9a28042f84a6bf8ea5dbc81cfff8eaef18d78b2a1ad9d51c7bc5b029ad16/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e4389e06714cfa9d47ab87f784a7c5be91d3934cd6e9a7b85beef808297cc025", size = 225093 },
+    { url = "https://files.pythonhosted.org/packages/bc/29/3a32959e68f9cf000b04e79ba574527c17e8842e38c91d68214a37455786/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:73bd45e1488c40b63fe5a7df892baf9e2a4d4bb6409a2b3b78ac1c6236178e01", size = 245482 },
+    { url = "https://files.pythonhosted.org/packages/80/e8/edf2f9e00da553f07f5fa165325cfc302dead715cab6ac8336a5f3d0adc2/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:99886d98e1643269760e5fe0df31e5ae7050788dd288947f7f007209b8c33f08", size = 249590 },
+    { url = "https://files.pythonhosted.org/packages/1c/80/9a0eb48b944050f94cc51ee1c413eb14a39543cc4f760ed12657a5a3c45a/frozenlist-1.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:290a172aae5a4c278c6da8a96222e6337744cd9c77313efe33d5670b9f65fc43", size = 237785 },
+    { url = "https://files.pythonhosted.org/packages/f3/74/87601e0fb0369b7a2baf404ea921769c53b7ae00dee7dcfe5162c8c6dbf0/frozenlist-1.7.0-cp312-cp312-win32.whl", hash = "sha256:426c7bc70e07cfebc178bc4c2bf2d861d720c4fff172181eeb4a4c41d4ca2ad3", size = 39487 },
+    { url = "https://files.pythonhosted.org/packages/0b/15/c026e9a9fc17585a9d461f65d8593d281fedf55fbf7eb53f16c6df2392f9/frozenlist-1.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:563b72efe5da92e02eb68c59cb37205457c977aa7a449ed1b37e6939e5c47c6a", size = 43874 },
+    { url = "https://files.pythonhosted.org/packages/24/90/6b2cebdabdbd50367273c20ff6b57a3dfa89bd0762de02c3a1eb42cb6462/frozenlist-1.7.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ee80eeda5e2a4e660651370ebffd1286542b67e268aa1ac8d6dbe973120ef7ee", size = 79791 },
+    { url = "https://files.pythonhosted.org/packages/83/2e/5b70b6a3325363293fe5fc3ae74cdcbc3e996c2a11dde2fd9f1fb0776d19/frozenlist-1.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d1a81c85417b914139e3a9b995d4a1c84559afc839a93cf2cb7f15e6e5f6ed2d", size = 47165 },
+    { url = "https://files.pythonhosted.org/packages/f4/25/a0895c99270ca6966110f4ad98e87e5662eab416a17e7fd53c364bf8b954/frozenlist-1.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cbb65198a9132ebc334f237d7b0df163e4de83fb4f2bdfe46c1e654bdb0c5d43", size = 45881 },
+    { url = "https://files.pythonhosted.org/packages/19/7c/71bb0bbe0832793c601fff68cd0cf6143753d0c667f9aec93d3c323f4b55/frozenlist-1.7.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dab46c723eeb2c255a64f9dc05b8dd601fde66d6b19cdb82b2e09cc6ff8d8b5d", size = 232409 },
+    { url = "https://files.pythonhosted.org/packages/c0/45/ed2798718910fe6eb3ba574082aaceff4528e6323f9a8570be0f7028d8e9/frozenlist-1.7.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6aeac207a759d0dedd2e40745575ae32ab30926ff4fa49b1635def65806fddee", size = 225132 },
+    { url = "https://files.pythonhosted.org/packages/ba/e2/8417ae0f8eacb1d071d4950f32f229aa6bf68ab69aab797b72a07ea68d4f/frozenlist-1.7.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bd8c4e58ad14b4fa7802b8be49d47993182fdd4023393899632c88fd8cd994eb", size = 237638 },
+    { url = "https://files.pythonhosted.org/packages/f8/b7/2ace5450ce85f2af05a871b8c8719b341294775a0a6c5585d5e6170f2ce7/frozenlist-1.7.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:04fb24d104f425da3540ed83cbfc31388a586a7696142004c577fa61c6298c3f", size = 233539 },
+    { url = "https://files.pythonhosted.org/packages/46/b9/6989292c5539553dba63f3c83dc4598186ab2888f67c0dc1d917e6887db6/frozenlist-1.7.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6a5c505156368e4ea6b53b5ac23c92d7edc864537ff911d2fb24c140bb175e60", size = 215646 },
+    { url = "https://files.pythonhosted.org/packages/72/31/bc8c5c99c7818293458fe745dab4fd5730ff49697ccc82b554eb69f16a24/frozenlist-1.7.0-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8bd7eb96a675f18aa5c553eb7ddc24a43c8c18f22e1f9925528128c052cdbe00", size = 232233 },
+    { url = "https://files.pythonhosted.org/packages/59/52/460db4d7ba0811b9ccb85af996019f5d70831f2f5f255f7cc61f86199795/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:05579bf020096fe05a764f1f84cd104a12f78eaab68842d036772dc6d4870b4b", size = 227996 },
+    { url = "https://files.pythonhosted.org/packages/ba/c9/f4b39e904c03927b7ecf891804fd3b4df3db29b9e487c6418e37988d6e9d/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:376b6222d114e97eeec13d46c486facd41d4f43bab626b7c3f6a8b4e81a5192c", size = 242280 },
+    { url = "https://files.pythonhosted.org/packages/b8/33/3f8d6ced42f162d743e3517781566b8481322be321b486d9d262adf70bfb/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0aa7e176ebe115379b5b1c95b4096fb1c17cce0847402e227e712c27bdb5a949", size = 217717 },
+    { url = "https://files.pythonhosted.org/packages/3e/e8/ad683e75da6ccef50d0ab0c2b2324b32f84fc88ceee778ed79b8e2d2fe2e/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3fbba20e662b9c2130dc771e332a99eff5da078b2b2648153a40669a6d0e36ca", size = 236644 },
+    { url = "https://files.pythonhosted.org/packages/b2/14/8d19ccdd3799310722195a72ac94ddc677541fb4bef4091d8e7775752360/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:f3f4410a0a601d349dd406b5713fec59b4cee7e71678d5b17edda7f4655a940b", size = 238879 },
+    { url = "https://files.pythonhosted.org/packages/ce/13/c12bf657494c2fd1079a48b2db49fa4196325909249a52d8f09bc9123fd7/frozenlist-1.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e2cdfaaec6a2f9327bf43c933c0319a7c429058e8537c508964a133dffee412e", size = 232502 },
+    { url = "https://files.pythonhosted.org/packages/d7/8b/e7f9dfde869825489382bc0d512c15e96d3964180c9499efcec72e85db7e/frozenlist-1.7.0-cp313-cp313-win32.whl", hash = "sha256:5fc4df05a6591c7768459caba1b342d9ec23fa16195e744939ba5914596ae3e1", size = 39169 },
+    { url = "https://files.pythonhosted.org/packages/35/89/a487a98d94205d85745080a37860ff5744b9820a2c9acbcdd9440bfddf98/frozenlist-1.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:52109052b9791a3e6b5d1b65f4b909703984b770694d3eb64fad124c835d7cba", size = 43219 },
+    { url = "https://files.pythonhosted.org/packages/56/d5/5c4cf2319a49eddd9dd7145e66c4866bdc6f3dbc67ca3d59685149c11e0d/frozenlist-1.7.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:a6f86e4193bb0e235ef6ce3dde5cbabed887e0b11f516ce8a0f4d3b33078ec2d", size = 84345 },
+    { url = "https://files.pythonhosted.org/packages/a4/7d/ec2c1e1dc16b85bc9d526009961953df9cec8481b6886debb36ec9107799/frozenlist-1.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:82d664628865abeb32d90ae497fb93df398a69bb3434463d172b80fc25b0dd7d", size = 48880 },
+    { url = "https://files.pythonhosted.org/packages/69/86/f9596807b03de126e11e7d42ac91e3d0b19a6599c714a1989a4e85eeefc4/frozenlist-1.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:912a7e8375a1c9a68325a902f3953191b7b292aa3c3fb0d71a216221deca460b", size = 48498 },
+    { url = "https://files.pythonhosted.org/packages/5e/cb/df6de220f5036001005f2d726b789b2c0b65f2363b104bbc16f5be8084f8/frozenlist-1.7.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9537c2777167488d539bc5de2ad262efc44388230e5118868e172dd4a552b146", size = 292296 },
+    { url = "https://files.pythonhosted.org/packages/83/1f/de84c642f17c8f851a2905cee2dae401e5e0daca9b5ef121e120e19aa825/frozenlist-1.7.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f34560fb1b4c3e30ba35fa9a13894ba39e5acfc5f60f57d8accde65f46cc5e74", size = 273103 },
+    { url = "https://files.pythonhosted.org/packages/88/3c/c840bfa474ba3fa13c772b93070893c6e9d5c0350885760376cbe3b6c1b3/frozenlist-1.7.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:acd03d224b0175f5a850edc104ac19040d35419eddad04e7cf2d5986d98427f1", size = 292869 },
+    { url = "https://files.pythonhosted.org/packages/a6/1c/3efa6e7d5a39a1d5ef0abeb51c48fb657765794a46cf124e5aca2c7a592c/frozenlist-1.7.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2038310bc582f3d6a09b3816ab01737d60bf7b1ec70f5356b09e84fb7408ab1", size = 291467 },
+    { url = "https://files.pythonhosted.org/packages/4f/00/d5c5e09d4922c395e2f2f6b79b9a20dab4b67daaf78ab92e7729341f61f6/frozenlist-1.7.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b8c05e4c8e5f36e5e088caa1bf78a687528f83c043706640a92cb76cd6999384", size = 266028 },
+    { url = "https://files.pythonhosted.org/packages/4e/27/72765be905619dfde25a7f33813ac0341eb6b076abede17a2e3fbfade0cb/frozenlist-1.7.0-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:765bb588c86e47d0b68f23c1bee323d4b703218037765dcf3f25c838c6fecceb", size = 284294 },
+    { url = "https://files.pythonhosted.org/packages/88/67/c94103a23001b17808eb7dd1200c156bb69fb68e63fcf0693dde4cd6228c/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:32dc2e08c67d86d0969714dd484fd60ff08ff81d1a1e40a77dd34a387e6ebc0c", size = 281898 },
+    { url = "https://files.pythonhosted.org/packages/42/34/a3e2c00c00f9e2a9db5653bca3fec306349e71aff14ae45ecc6d0951dd24/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:c0303e597eb5a5321b4de9c68e9845ac8f290d2ab3f3e2c864437d3c5a30cd65", size = 290465 },
+    { url = "https://files.pythonhosted.org/packages/bb/73/f89b7fbce8b0b0c095d82b008afd0590f71ccb3dee6eee41791cf8cd25fd/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:a47f2abb4e29b3a8d0b530f7c3598badc6b134562b1a5caee867f7c62fee51e3", size = 266385 },
+    { url = "https://files.pythonhosted.org/packages/cd/45/e365fdb554159462ca12df54bc59bfa7a9a273ecc21e99e72e597564d1ae/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:3d688126c242a6fabbd92e02633414d40f50bb6002fa4cf995a1d18051525657", size = 288771 },
+    { url = "https://files.pythonhosted.org/packages/00/11/47b6117002a0e904f004d70ec5194fe9144f117c33c851e3d51c765962d0/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:4e7e9652b3d367c7bd449a727dc79d5043f48b88d0cbfd4f9f1060cf2b414104", size = 288206 },
+    { url = "https://files.pythonhosted.org/packages/40/37/5f9f3c3fd7f7746082ec67bcdc204db72dad081f4f83a503d33220a92973/frozenlist-1.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:1a85e345b4c43db8b842cab1feb41be5cc0b10a1830e6295b69d7310f99becaf", size = 282620 },
+    { url = "https://files.pythonhosted.org/packages/0b/31/8fbc5af2d183bff20f21aa743b4088eac4445d2bb1cdece449ae80e4e2d1/frozenlist-1.7.0-cp313-cp313t-win32.whl", hash = "sha256:3a14027124ddb70dfcee5148979998066897e79f89f64b13328595c4bdf77c81", size = 43059 },
+    { url = "https://files.pythonhosted.org/packages/bb/ed/41956f52105b8dbc26e457c5705340c67c8cc2b79f394b79bffc09d0e938/frozenlist-1.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:3bf8010d71d4507775f658e9823210b7427be36625b387221642725b515dcf3e", size = 47516 },
+    { url = "https://files.pythonhosted.org/packages/ee/45/b82e3c16be2182bff01179db177fe144d58b5dc787a7d4492c6ed8b9317f/frozenlist-1.7.0-py3-none-any.whl", hash = "sha256:9a5af342e34f7e97caf8c995864c7a396418ae2859cc6fdf1b1073020d516a7e", size = 13106 },
+]
+
+[[package]]
+name = "fsspec"
+version = "2025.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/e0/bab50af11c2d75c9c4a2a26a5254573c0bd97cea152254401510950486fa/fsspec-2025.9.0.tar.gz", hash = "sha256:19fd429483d25d28b65ec68f9f4adc16c17ea2c7c7bf54ec61360d478fb19c19", size = 304847 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/47/71/70db47e4f6ce3e5c37a607355f80da8860a33226be640226ac52cb05ef2e/fsspec-2025.9.0-py3-none-any.whl", hash = "sha256:530dc2a2af60a414a832059574df4a6e10cce927f6f4a78209390fe38955cfb7", size = 199289 },
+]
+
+[[package]]
+name = "icechunk"
+version = "1.1.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "zarr" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b1/27/6cd08c2461d1a27791071600323162883b1e9e219237f50e145bfcb8f87e/icechunk-1.1.5.tar.gz", hash = "sha256:287974a09c9b8bfe6b5c585e8a7c2cec548210c76a6425a2f7ab23dc07c73b4a", size = 422506 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/22/a7/41d92554ddaccedfc042add2583356956bff04aa14aa28f1f054ec401eea/icechunk-1.1.5-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:c3078de71c15d4f4b4dc394006a3ef807a2a7ea9a9724eb62207f3a41e3cc26a", size = 15172485 },
+    { url = "https://files.pythonhosted.org/packages/0a/3b/339040a36528bcad1c001c09553fb5b1db10d88887f022c980b7f852a54f/icechunk-1.1.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2962b81994fedaeabdd83f0539438bb14c913814767c3e0ee5a929f4de9bcb8b", size = 14600378 },
+    { url = "https://files.pythonhosted.org/packages/40/8d/9b6b5037dfb048351ae919ba712190289a643bc43486e9fefef4691c5eb1/icechunk-1.1.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:74315353a516e5f0a1f8fbd81389147923bf41374cfbd2dbd4bd4471d3d49c28", size = 16533457 },
+    { url = "https://files.pythonhosted.org/packages/07/8b/9416a500ee9c39034d93c2dd2a8aacffbde65226557f3f0fe6efa30eb347/icechunk-1.1.5-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:5fb9df73a2b6a31b0a80f4a66a8960ff5dfbb997dc671e98738816528e685960", size = 16258616 },
+    { url = "https://files.pythonhosted.org/packages/8c/0d/5797b7fdcbb61aa42f8e6965e50aa46db2dba55da9e840870ff4755b2387/icechunk-1.1.5-cp311-cp311-manylinux_2_28_armv7l.whl", hash = "sha256:c89f3f6798b78dd66d0451898e22e1e11e74055e3ff1a5e4383c0d5c4e3edf6b", size = 15785063 },
+    { url = "https://files.pythonhosted.org/packages/96/cc/4a352da12f7045af9f66aa7a94720b1cab2b6f8871c6fb774a3ac598c422/icechunk-1.1.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2c0822b8a0a05ac286024a3f742c4f2b6b14b0aa15e4f69c02dfd7f02592aea", size = 16315766 },
+    { url = "https://files.pythonhosted.org/packages/95/62/d988cfda389ada734631b7f66956472c26410ee31b8fcd66f3dedebb3bd1/icechunk-1.1.5-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:4b04f0905367829792dbac9a386c167aa6760e75d192be5fe00e0590b6fda578", size = 16036898 },
+    { url = "https://files.pythonhosted.org/packages/dc/98/5dba8fa2e6476c96f6d230493c0a2e72f785a1b365b40618fd5e6076b89f/icechunk-1.1.5-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1a93b29bcfacb878b3877e67b286a6a509319a09f9b6d554c2d9edcba9e3dadd", size = 16604717 },
+    { url = "https://files.pythonhosted.org/packages/fa/17/889bc21ee319dd68de264c3c83c49eba414e4ab0ce400615fe4652715955/icechunk-1.1.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:395d5a81e693dab186426e8c42adee40fddf76eb9dc8059f8f600a8b4e0a3026", size = 16697865 },
+    { url = "https://files.pythonhosted.org/packages/98/05/2ff976a4d7e04ad46c9af8f630b0fe556627a83d1d8c9a1e0bac79922646/icechunk-1.1.5-cp311-cp311-win32.whl", hash = "sha256:b94db764db4db6f7d38bf82dab63c2a371a77f4ca8cbd3397637612780ea53fa", size = 11897957 },
+    { url = "https://files.pythonhosted.org/packages/95/50/fba8525ee09ea40b5b7578cffb273e269b9d66f04ed8a6289389b622b5be/icechunk-1.1.5-cp311-cp311-win_amd64.whl", hash = "sha256:4c4fe37d83410ffff7ecd0bf78c836093c265a21e7d82a5f66eb15460396ec89", size = 13445952 },
+    { url = "https://files.pythonhosted.org/packages/c9/5d/82d9cd9cc995c09921b421ce5f589ec1e41d1932b7cec7eaf295e52cc706/icechunk-1.1.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:95fa03e95668d4a7926dad300e69556c9f85db1562ccd0b5f5cfdc364f80d456", size = 15150735 },
+    { url = "https://files.pythonhosted.org/packages/b8/23/95968a5106f45131c7bc3435c40cd90d77b99259afe58d9e36235c9936c9/icechunk-1.1.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:bf78e59dd4b4efd8414dbb3d6fdfae5bf54fe6ccb7e6813be1de23bdd6e7753b", size = 14591140 },
+    { url = "https://files.pythonhosted.org/packages/a5/f1/9b4f73fe97c482ae2e99dd50cb7ada282a2e3e049c0ae801c559c5d3ee01/icechunk-1.1.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1c757982eb37c45a4525dd968f317de0221ea23829634b26e5b9d7372c777769", size = 16550066 },
+    { url = "https://files.pythonhosted.org/packages/a5/17/fc3bfe5d53cccf9c496b68614d211079b10e49901508e612bd10ca95743a/icechunk-1.1.5-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:1a2d6c63893d55c381097a2712c79303ee3e6dffd2c44994ed4de5463a1c9ed8", size = 16266238 },
+    { url = "https://files.pythonhosted.org/packages/c7/5b/a59f8c68c0c1f1dff65c308cba33518f616de2ae61412513a0af67b4cede/icechunk-1.1.5-cp312-cp312-manylinux_2_28_armv7l.whl", hash = "sha256:98e74a463f868e3830d605cf46d2c7d6e42cbc5fa4a27547194e3904611d21a6", size = 15794512 },
+    { url = "https://files.pythonhosted.org/packages/10/7b/1b7f2a8c62cbb679e6f5ecf817c27a78fdfc4fd54d630680b38fa96262f9/icechunk-1.1.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:34d25aabe5ca120150399e4a4b0f3ee84715d51ccf69b9863d918deef6d17b52", size = 16324986 },
+    { url = "https://files.pythonhosted.org/packages/03/e9/6b5e8825c983b0471e0f1b1c4bbc24cccb67dfd27342a6107714124b305d/icechunk-1.1.5-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:c7a2948df468c2148448521c9fd031fad461a6057d5472689eaf881e39cd6d47", size = 16048091 },
+    { url = "https://files.pythonhosted.org/packages/a5/d7/4b7ea1a750c7db09a636156fe34090c62ea45ac7dcb9442a49ec373fc190/icechunk-1.1.5-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:454cbe7a20aca62d2154ffcd8b4d3a59bac05933d30a74251ce778b52ddd4cee", size = 16627313 },
+    { url = "https://files.pythonhosted.org/packages/7c/bf/059c189ac99794a70eb40f86e66eee9ecbf4d4a4d1eeb92bb75963719221/icechunk-1.1.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:15560f1678f350ceb7a4da96fa1baa053d5f1c1f807347682ef9ca4accd43a2a", size = 16716038 },
+    { url = "https://files.pythonhosted.org/packages/c6/57/9951f1d3be014c7b0bd89b2594e477d72a8053d28f934f9ee1d547b0e199/icechunk-1.1.5-cp312-cp312-win32.whl", hash = "sha256:01c87d459068ff2c980873dd719f9d8f5a22a445e897a314651a6ea763fcf537", size = 11940086 },
+    { url = "https://files.pythonhosted.org/packages/f1/ce/3cfebbb6b4da100c784eaa8fb3750434229e083a385578a0dd5d08a334db/icechunk-1.1.5-cp312-cp312-win_amd64.whl", hash = "sha256:1bdbebb4cfd818ff246a4c4e79e7b6809f1d214d0a21f4801b0f7d3c3e830446", size = 13493609 },
+    { url = "https://files.pythonhosted.org/packages/d1/f5/c31d450ff2147423e5c8b0853b932009c592b01a22393bd3e588b098c4d7/icechunk-1.1.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e85d43440a0cea5ee0e07971ef533d8ffddadced7c411b531d47c31195008c1f", size = 15149897 },
+    { url = "https://files.pythonhosted.org/packages/bf/69/8bae37880a918cfa3631d7ce71a871e4f695a43bf0bc2efa9cdd549e4954/icechunk-1.1.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:21bd31df97a1ff10f3016502dfe32b3459ae22851c6796e416bf9bbf0ec63231", size = 14591044 },
+    { url = "https://files.pythonhosted.org/packages/e4/cd/17206399776acfd1d1e7c93165d084cc39abc43f4d48409a999fdff01a6a/icechunk-1.1.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:026bbcddda799699606cf646e2fa9a1edc6a0f96bba0af187b6770c27c7299cb", size = 16550945 },
+    { url = "https://files.pythonhosted.org/packages/c0/6a/fdbd6de672027ae83769b6feb4bc382892cdc08fda2794273e6a15cbb8a5/icechunk-1.1.5-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:360e535012288ee1895b6e769db48be22bac1f8d18afe2097ae5b7c649b436f2", size = 16266893 },
+    { url = "https://files.pythonhosted.org/packages/bc/80/211bd41c3ee00c9cd7a88b5a6892fc7a6a844b223f43df84cb8436ce6673/icechunk-1.1.5-cp313-cp313-manylinux_2_28_armv7l.whl", hash = "sha256:4c412a1f1b8552c1862e2a3e5cd6f4442f8b69782b83735c0c108a3c8b9c5e0a", size = 15792381 },
+    { url = "https://files.pythonhosted.org/packages/5a/00/7890e79ceb026925c1c10182bf274350b6636025e18101ced9b63f4b799a/icechunk-1.1.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:2a9cbd3b4e4b6e2468dba53a2f2ae40fcc4c6a2ffd471b88efb9ac4cb4d417ca", size = 16324684 },
+    { url = "https://files.pythonhosted.org/packages/a1/14/7c9dca8d07b1e4f48a04871d996bd83eb18e4cba0ebbbf916bedfd923722/icechunk-1.1.5-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:e6cf01cdfe69d8ded0797a1a62aee5efe0c2a70769c823a56182679cae2402e6", size = 16047501 },
+    { url = "https://files.pythonhosted.org/packages/a4/41/d9bef65c64b93102fb812ac3be930e3a7b9c29ba943d9e98770b831f8236/icechunk-1.1.5-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b3a15e7a76fa2d4dac4a37e371e13eb39386f4e879f6327e9d582c2ac86b0c31", size = 16627117 },
+    { url = "https://files.pythonhosted.org/packages/a4/98/5733d8dcef465d24467c80d32bc3fe9cb7ccb08da6302e455114cb925d44/icechunk-1.1.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d8988b624024dd66bdc8df10d0dda6e85c1acced8edb718570b97e564af0fdba", size = 16716426 },
+    { url = "https://files.pythonhosted.org/packages/cd/4d/d3b976d4ea4e2f4856f099e7915f6ce2409ded01721dd347723f00a6fb16/icechunk-1.1.5-cp313-cp313-win32.whl", hash = "sha256:b57f699316aad9b057f9998edae03c289402639bb6e76054777b8292e8fe51f9", size = 11939674 },
+    { url = "https://files.pythonhosted.org/packages/59/6d/dac90bba529f4ea622f227bd7ec7788bd8894c6a93cddb894b19cbf95076/icechunk-1.1.5-cp313-cp313-win_amd64.whl", hash = "sha256:d39b091da7717ea19cb527bb263c9dbafa864bc835d5212b0d03073bd4024207", size = 13491554 },
+    { url = "https://files.pythonhosted.org/packages/e4/d6/ac14f6da906b3b1f6bdb6fee0bd866dee8840f6235a8edb462eb8914f975/icechunk-1.1.5-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:faf4fcdb2f55104a650b71ef728ff28e5d086cda1057438a939b68d203d98a75", size = 16250902 },
+    { url = "https://files.pythonhosted.org/packages/49/52/fa7fd6b85398ad406a4b4c4a4d41498502c06d31ac3ad239a379c6c75826/icechunk-1.1.5-cp313-cp313t-manylinux_2_28_armv7l.whl", hash = "sha256:5682bb3e80bb72171c2b00838415157db52fa1aa833e2c289f1cfe716f4fa44e", size = 15799145 },
+    { url = "https://files.pythonhosted.org/packages/19/0c/cac375eabc56ea3b106ff9b46f3bc0de944a7444d3b925a6406306594e3e/icechunk-1.1.5-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:0db5ac9386c1f82f7183d067221bf2dac1a41a54cd6d272779a2d512fc1c7dd9", size = 16309610 },
+    { url = "https://files.pythonhosted.org/packages/8f/8a/79844c22af16b285769cc9b0477c8fe4db3b98938fe808ab61caa73b9970/icechunk-1.1.5-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:0e6bc1ef27267819cf93cc9f4a3611c0a134dc3ff4f472673ef0fed55f2ad4ca", size = 16050418 },
+    { url = "https://files.pythonhosted.org/packages/eb/06/8c45fe80d54b206116b591c9f7a86c84d3f065012336547a9368d45528c5/icechunk-1.1.5-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:6d1663a5b98f690a966c4e4317f9c45654128f9bf22a93aea9932f215be0bbfd", size = 16617844 },
+    { url = "https://files.pythonhosted.org/packages/e3/67/8d1a77f5b1c96b57abf426175c9c077d1e9b9424886669e574a656c37aeb/icechunk-1.1.5-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:10c9a8cfcd0cdcc38e785113e7731ada32eb7bbe31a644aceb9f432ebc097e0c", size = 16703563 },
+    { url = "https://files.pythonhosted.org/packages/35/5f/cd624007c1f8526fbd645e0f6482eb408237e2f8e61d47a2663882cdbaf2/icechunk-1.1.5-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:62e9e96a725969ad45603f15b405c02ef635ae0221748f367b7afdefac0912a8", size = 16537026 },
+    { url = "https://files.pythonhosted.org/packages/b7/d3/8ab835d6439a3c970afeeba9cd27f7b07e1d3270ab71f3d262ffbcdd3336/icechunk-1.1.5-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:62f57f49e2fe545b2ef3932e1686754c3cb05873552626cbc38b1045b7cd9151", size = 16264525 },
+    { url = "https://files.pythonhosted.org/packages/98/9b/85cc44ee16f605d1b902027dafe055bcf25f0e87e60281c2f6acef7ca5af/icechunk-1.1.5-pp311-pypy311_pp73-manylinux_2_28_armv7l.whl", hash = "sha256:0adc0bfe4d77d859420ae43a8e175e1a13fe26367f12567eb3b54504b793c902", size = 15789077 },
+    { url = "https://files.pythonhosted.org/packages/38/8a/e471fda3a57ae67d102efe68341598e887a46b0c88440f6024ffa2e1a1e8/icechunk-1.1.5-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:413216e08157650301f1156c6477fe9f4453b20adb06922b921cc0a559ef77d2", size = 16321607 },
+    { url = "https://files.pythonhosted.org/packages/2f/c8/a2881fdb38f0b12e910980f13c8e4c6af64f7bd5c13f67aa0ea1b4ca0d67/icechunk-1.1.5-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl", hash = "sha256:436d05739abee8fda65b6521fae9606077559dd049e30fa48bf036ee3645a2a2", size = 16043642 },
+    { url = "https://files.pythonhosted.org/packages/56/c9/11c184505b45b3b92100cc0d6f9e71a143b1bf456070b4860d9b97f6c6ea/icechunk-1.1.5-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:58221ec8456d68212c2c68f6ef8b327058dcb19b4ee20aae631d8506a6d415a0", size = 16616046 },
+    { url = "https://files.pythonhosted.org/packages/5d/6a/74655c48a8590c7c3c522684ed8a865bd3b221163b15b92b895cfa62c425/icechunk-1.1.5-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:e342caa52ec7c4e0606c961e5d8823488bc517c61a5007de35587f10b85cdeea", size = 16701923 },
+]
+
+[[package]]
+name = "identify"
+version = "2.6.14"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/52/c4/62963f25a678f6a050fb0505a65e9e726996171e6dbe1547f79619eefb15/identify-2.6.14.tar.gz", hash = "sha256:663494103b4f717cb26921c52f8751363dc89db64364cd836a9bf1535f53cd6a", size = 99283 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e5/ae/2ad30f4652712c82f1c23423d79136fbce338932ad166d70c1efb86a5998/identify-2.6.14-py2.py3-none-any.whl", hash = "sha256:11a073da82212c6646b1f39bb20d4483bfb9543bd5566fec60053c4bb309bf2e", size = 99172 },
+]
+
+[[package]]
+name = "idna"
+version = "3.10"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f1/70/7703c29685631f5a7590aa73f1f1d3fa9a380e654b86af429e0934a32f7d/idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9", size = 190490 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442 },
+]
+
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "zipp", marker = "python_full_version < '3.12'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/76/66/650a33bd90f786193e4de4b3ad86ea60b53c89b669a5c7be931fac31cdb0/importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000", size = 56641 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/b0/36bd937216ec521246249be3bf9855081de4c5e06a0c9b4219dbeda50373/importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd", size = 27656 },
+]
+
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f2/97/ebf4da567aa6827c909642694d71c9fcf53e5b504f2d96afea02718862f3/iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7", size = 4793 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2c/e1/e6716421ea10d38022b952c159d5161ca1193197fb744506875fbb87ea7b/iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760", size = 6050 },
+]
+
+[[package]]
+name = "ipdb"
+version = "0.13.13"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "decorator" },
+    { name = "ipython" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/3d/1b/7e07e7b752017f7693a0f4d41c13e5ca29ce8cbcfdcc1fd6c4ad8c0a27a0/ipdb-0.13.13.tar.gz", hash = "sha256:e3ac6018ef05126d442af680aad863006ec19d02290561ac88b8b1c0b0cfc726", size = 17042 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0c/4c/b075da0092003d9a55cf2ecc1cae9384a1ca4f650d51b00fc59875fe76f6/ipdb-0.13.13-py3-none-any.whl", hash = "sha256:45529994741c4ab6d2388bfa5d7b725c2cf7fe9deffabdb8a6113aa5ed449ed4", size = 12130 },
+]
+
+[[package]]
+name = "ipython"
+version = "9.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "decorator" },
+    { name = "ipython-pygments-lexers" },
+    { name = "jedi" },
+    { name = "matplotlib-inline" },
+    { name = "pexpect", marker = "sys_platform != 'emscripten' and sys_platform != 'win32'" },
+    { name = "prompt-toolkit" },
+    { name = "pygments" },
+    { name = "stack-data" },
+    { name = "traitlets" },
+    { name = "typing-extensions", marker = "python_full_version < '3.12'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/6e/71/a86262bf5a68bf211bcc71fe302af7e05f18a2852fdc610a854d20d085e6/ipython-9.5.0.tar.gz", hash = "sha256:129c44b941fe6d9b82d36fc7a7c18127ddb1d6f02f78f867f402e2e3adde3113", size = 4389137 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/08/2a/5628a99d04acb2d2f2e749cdf4ea571d2575e898df0528a090948018b726/ipython-9.5.0-py3-none-any.whl", hash = "sha256:88369ffa1d5817d609120daa523a6da06d02518e582347c29f8451732a9c5e72", size = 612426 },
+]
+
+[[package]]
+name = "ipython-pygments-lexers"
+version = "1.1.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ef/4c/5dd1d8af08107f88c7f741ead7a40854b8ac24ddf9ae850afbcf698aa552/ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81", size = 8393 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d9/33/1f075bf72b0b747cb3288d011319aaf64083cf2efef8354174e3ed4540e2/ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c", size = 8074 },
+]
+
+[[package]]
+name = "isodate"
+version = "0.7.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/54/4d/e940025e2ce31a8ce1202635910747e5a87cc3a6a6bb2d00973375014749/isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6", size = 29705 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/15/aa/0aca39a37d3c7eb941ba736ede56d689e7be91cab5d9ca846bde3999eba6/isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15", size = 22320 },
+]
+
+[[package]]
+name = "jedi"
+version = "0.19.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "parso" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/72/3a/79a912fbd4d8dd6fbb02bf69afd3bb72cf0c729bb3063c6f4498603db17a/jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0", size = 1231287 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c0/5a/9cac0c82afec3d09ccd97c8b6502d48f165f9124db81b4bcb90b4af974ee/jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9", size = 1572278 },
+]
+
+[[package]]
+name = "jsonschema"
+version = "4.25.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "attrs" },
+    { name = "jsonschema-specifications" },
+    { name = "referencing" },
+    { name = "rpds-py" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/74/69/f7185de793a29082a9f3c7728268ffb31cb5095131a9c139a74078e27336/jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85", size = 357342 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/bf/9c/8c95d856233c1f82500c2450b8c68576b4cf1c871db3afac5c34ff84e6fd/jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63", size = 90040 },
+]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.9.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "referencing" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/74/a633ee74eb36c44aa6d1095e7cc5569bebf04342ee146178e2d36600708b/jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d", size = 32855 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe", size = 18437 },
+]
+
+[[package]]
+name = "kerchunk"
+version = "0.2.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "fsspec" },
+    { name = "numcodecs" },
+    { name = "numpy" },
+    { name = "ujson" },
+    { name = "zarr" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/01/4d/4e8a1d7780eebe3d869887835eaa63ccc0b5bd316a4c0ba793e0e73c848d/kerchunk-0.2.9.tar.gz", hash = "sha256:86a54da9a57a94fd6fb97be786e2d83182d3d8e4fd7c0ea2b67cde3d0641df7d", size = 712534 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/96/355144a51c7dd7444e7550b26addfce45f31bc59c4a258d6efc84f585af4/kerchunk-0.2.9-py3-none-any.whl", hash = "sha256:5f7ff385ace07c62bd0ae5db639cac8b441169fea2389bb006fd209549f699c2", size = 66440 },
+]
+
+[[package]]
+name = "locket"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/2f/83/97b29fe05cb6ae28d2dbd30b81e2e402a3eed5f460c26e9eaa5895ceacf5/locket-1.0.0.tar.gz", hash = "sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632", size = 4350 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/db/bc/83e112abc66cd466c6b83f99118035867cecd41802f8d044638aa78a106e/locket-1.0.0-py2.py3-none-any.whl", hash = "sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3", size = 4398 },
+]
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.7"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "traitlets" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/99/5b/a36a337438a14116b16480db471ad061c36c3694df7c2084a0da7ba538b7/matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90", size = 8159 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8f/8e/9ad090d3553c280a8060fbf6e24dc1c0c29704ee7d1c372f0c174aa59285/matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca", size = 9899 },
+]
+
+[[package]]
+name = "msal"
+version = "1.33.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+    { name = "pyjwt", extra = ["crypto"] },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d5/da/81acbe0c1fd7e9e4ec35f55dadeba9833a847b9a6ba2e2d1e4432da901dd/msal-1.33.0.tar.gz", hash = "sha256:836ad80faa3e25a7d71015c990ce61f704a87328b1e73bcbb0623a18cbf17510", size = 153801 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/86/5b/fbc73e91f7727ae1e79b21ed833308e99dc11cc1cd3d4717f579775de5e9/msal-1.33.0-py3-none-any.whl", hash = "sha256:c0cd41cecf8eaed733ee7e3be9e040291eba53b0f262d3ae9c58f38b04244273", size = 116853 },
+]
+
+[[package]]
+name = "msal-extensions"
+version = "1.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "msal" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/01/99/5d239b6156eddf761a636bded1118414d161bd6b7b37a9335549ed159396/msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4", size = 23315 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5e/75/bd9b7bb966668920f06b200e84454c8f3566b102183bc55c5473d96cb2b9/msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca", size = 20583 },
+]
+
+[[package]]
+name = "multidict"
+version = "6.6.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/69/7f/0652e6ed47ab288e3756ea9c0df8b14950781184d4bd7883f4d87dd41245/multidict-6.6.4.tar.gz", hash = "sha256:d2d4e4787672911b48350df02ed3fa3fffdc2f2e8ca06dd6afdf34189b76a9dd", size = 101843 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/6b/7f/90a7f01e2d005d6653c689039977f6856718c75c5579445effb7e60923d1/multidict-6.6.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c7a0e9b561e6460484318a7612e725df1145d46b0ef57c6b9866441bf6e27e0c", size = 76472 },
+    { url = "https://files.pythonhosted.org/packages/54/a3/bed07bc9e2bb302ce752f1dabc69e884cd6a676da44fb0e501b246031fdd/multidict-6.6.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6bf2f10f70acc7a2446965ffbc726e5fc0b272c97a90b485857e5c70022213eb", size = 44634 },
+    { url = "https://files.pythonhosted.org/packages/a7/4b/ceeb4f8f33cf81277da464307afeaf164fb0297947642585884f5cad4f28/multidict-6.6.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:66247d72ed62d5dd29752ffc1d3b88f135c6a8de8b5f63b7c14e973ef5bda19e", size = 44282 },
+    { url = "https://files.pythonhosted.org/packages/03/35/436a5da8702b06866189b69f655ffdb8f70796252a8772a77815f1812679/multidict-6.6.4-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:105245cc6b76f51e408451a844a54e6823bbd5a490ebfe5bdfc79798511ceded", size = 229696 },
+    { url = "https://files.pythonhosted.org/packages/b6/0e/915160be8fecf1fca35f790c08fb74ca684d752fcba62c11daaf3d92c216/multidict-6.6.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cbbc54e58b34c3bae389ef00046be0961f30fef7cb0dd9c7756aee376a4f7683", size = 246665 },
+    { url = "https://files.pythonhosted.org/packages/08/ee/2f464330acd83f77dcc346f0b1a0eaae10230291450887f96b204b8ac4d3/multidict-6.6.4-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:56c6b3652f945c9bc3ac6c8178cd93132b8d82dd581fcbc3a00676c51302bc1a", size = 225485 },
+    { url = "https://files.pythonhosted.org/packages/71/cc/9a117f828b4d7fbaec6adeed2204f211e9caf0a012692a1ee32169f846ae/multidict-6.6.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b95494daf857602eccf4c18ca33337dd2be705bccdb6dddbfc9d513e6addb9d9", size = 257318 },
+    { url = "https://files.pythonhosted.org/packages/25/77/62752d3dbd70e27fdd68e86626c1ae6bccfebe2bb1f84ae226363e112f5a/multidict-6.6.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e5b1413361cef15340ab9dc61523e653d25723e82d488ef7d60a12878227ed50", size = 254689 },
+    { url = "https://files.pythonhosted.org/packages/00/6e/fac58b1072a6fc59af5e7acb245e8754d3e1f97f4f808a6559951f72a0d4/multidict-6.6.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e167bf899c3d724f9662ef00b4f7fef87a19c22b2fead198a6f68b263618df52", size = 246709 },
+    { url = "https://files.pythonhosted.org/packages/01/ef/4698d6842ef5e797c6db7744b0081e36fb5de3d00002cc4c58071097fac3/multidict-6.6.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:aaea28ba20a9026dfa77f4b80369e51cb767c61e33a2d4043399c67bd95fb7c6", size = 243185 },
+    { url = "https://files.pythonhosted.org/packages/aa/c9/d82e95ae1d6e4ef396934e9b0e942dfc428775f9554acf04393cce66b157/multidict-6.6.4-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:8c91cdb30809a96d9ecf442ec9bc45e8cfaa0f7f8bdf534e082c2443a196727e", size = 237838 },
+    { url = "https://files.pythonhosted.org/packages/57/cf/f94af5c36baaa75d44fab9f02e2a6bcfa0cd90acb44d4976a80960759dbc/multidict-6.6.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1a0ccbfe93ca114c5d65a2471d52d8829e56d467c97b0e341cf5ee45410033b3", size = 246368 },
+    { url = "https://files.pythonhosted.org/packages/4a/fe/29f23460c3d995f6a4b678cb2e9730e7277231b981f0b234702f0177818a/multidict-6.6.4-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:55624b3f321d84c403cb7d8e6e982f41ae233d85f85db54ba6286f7295dc8a9c", size = 253339 },
+    { url = "https://files.pythonhosted.org/packages/29/b6/fd59449204426187b82bf8a75f629310f68c6adc9559dc922d5abe34797b/multidict-6.6.4-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:4a1fb393a2c9d202cb766c76208bd7945bc194eba8ac920ce98c6e458f0b524b", size = 246933 },
+    { url = "https://files.pythonhosted.org/packages/19/52/d5d6b344f176a5ac3606f7a61fb44dc746e04550e1a13834dff722b8d7d6/multidict-6.6.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:43868297a5759a845fa3a483fb4392973a95fb1de891605a3728130c52b8f40f", size = 242225 },
+    { url = "https://files.pythonhosted.org/packages/ec/d3/5b2281ed89ff4d5318d82478a2a2450fcdfc3300da48ff15c1778280ad26/multidict-6.6.4-cp311-cp311-win32.whl", hash = "sha256:ed3b94c5e362a8a84d69642dbeac615452e8af9b8eb825b7bc9f31a53a1051e2", size = 41306 },
+    { url = "https://files.pythonhosted.org/packages/74/7d/36b045c23a1ab98507aefd44fd8b264ee1dd5e5010543c6fccf82141ccef/multidict-6.6.4-cp311-cp311-win_amd64.whl", hash = "sha256:d8c112f7a90d8ca5d20213aa41eac690bb50a76da153e3afb3886418e61cb22e", size = 46029 },
+    { url = "https://files.pythonhosted.org/packages/0f/5e/553d67d24432c5cd52b49047f2d248821843743ee6d29a704594f656d182/multidict-6.6.4-cp311-cp311-win_arm64.whl", hash = "sha256:3bb0eae408fa1996d87247ca0d6a57b7fc1dcf83e8a5c47ab82c558c250d4adf", size = 43017 },
+    { url = "https://files.pythonhosted.org/packages/05/f6/512ffd8fd8b37fb2680e5ac35d788f1d71bbaf37789d21a820bdc441e565/multidict-6.6.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0ffb87be160942d56d7b87b0fdf098e81ed565add09eaa1294268c7f3caac4c8", size = 76516 },
+    { url = "https://files.pythonhosted.org/packages/99/58/45c3e75deb8855c36bd66cc1658007589662ba584dbf423d01df478dd1c5/multidict-6.6.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d191de6cbab2aff5de6c5723101705fd044b3e4c7cfd587a1929b5028b9714b3", size = 45394 },
+    { url = "https://files.pythonhosted.org/packages/fd/ca/e8c4472a93a26e4507c0b8e1f0762c0d8a32de1328ef72fd704ef9cc5447/multidict-6.6.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:38a0956dd92d918ad5feff3db8fcb4a5eb7dba114da917e1a88475619781b57b", size = 43591 },
+    { url = "https://files.pythonhosted.org/packages/05/51/edf414f4df058574a7265034d04c935aa84a89e79ce90fcf4df211f47b16/multidict-6.6.4-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:6865f6d3b7900ae020b495d599fcf3765653bc927951c1abb959017f81ae8287", size = 237215 },
+    { url = "https://files.pythonhosted.org/packages/c8/45/8b3d6dbad8cf3252553cc41abea09ad527b33ce47a5e199072620b296902/multidict-6.6.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0a2088c126b6f72db6c9212ad827d0ba088c01d951cee25e758c450da732c138", size = 258299 },
+    { url = "https://files.pythonhosted.org/packages/3c/e8/8ca2e9a9f5a435fc6db40438a55730a4bf4956b554e487fa1b9ae920f825/multidict-6.6.4-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:0f37bed7319b848097085d7d48116f545985db988e2256b2e6f00563a3416ee6", size = 242357 },
+    { url = "https://files.pythonhosted.org/packages/0f/84/80c77c99df05a75c28490b2af8f7cba2a12621186e0a8b0865d8e745c104/multidict-6.6.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:01368e3c94032ba6ca0b78e7ccb099643466cf24f8dc8eefcfdc0571d56e58f9", size = 268369 },
+    { url = "https://files.pythonhosted.org/packages/0d/e9/920bfa46c27b05fb3e1ad85121fd49f441492dca2449c5bcfe42e4565d8a/multidict-6.6.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8fe323540c255db0bffee79ad7f048c909f2ab0edb87a597e1c17da6a54e493c", size = 269341 },
+    { url = "https://files.pythonhosted.org/packages/af/65/753a2d8b05daf496f4a9c367fe844e90a1b2cac78e2be2c844200d10cc4c/multidict-6.6.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8eb3025f17b0a4c3cd08cda49acf312a19ad6e8a4edd9dbd591e6506d999402", size = 256100 },
+    { url = "https://files.pythonhosted.org/packages/09/54/655be13ae324212bf0bc15d665a4e34844f34c206f78801be42f7a0a8aaa/multidict-6.6.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bbc14f0365534d35a06970d6a83478b249752e922d662dc24d489af1aa0d1be7", size = 253584 },
+    { url = "https://files.pythonhosted.org/packages/5c/74/ab2039ecc05264b5cec73eb018ce417af3ebb384ae9c0e9ed42cb33f8151/multidict-6.6.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:75aa52fba2d96bf972e85451b99d8e19cc37ce26fd016f6d4aa60da9ab2b005f", size = 251018 },
+    { url = "https://files.pythonhosted.org/packages/af/0a/ccbb244ac848e56c6427f2392741c06302bbfba49c0042f1eb3c5b606497/multidict-6.6.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4fefd4a815e362d4f011919d97d7b4a1e566f1dde83dc4ad8cfb5b41de1df68d", size = 251477 },
+    { url = "https://files.pythonhosted.org/packages/0e/b0/0ed49bba775b135937f52fe13922bc64a7eaf0a3ead84a36e8e4e446e096/multidict-6.6.4-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:db9801fe021f59a5b375ab778973127ca0ac52429a26e2fd86aa9508f4d26eb7", size = 263575 },
+    { url = "https://files.pythonhosted.org/packages/3e/d9/7fb85a85e14de2e44dfb6a24f03c41e2af8697a6df83daddb0e9b7569f73/multidict-6.6.4-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:a650629970fa21ac1fb06ba25dabfc5b8a2054fcbf6ae97c758aa956b8dba802", size = 259649 },
+    { url = "https://files.pythonhosted.org/packages/03/9e/b3a459bcf9b6e74fa461a5222a10ff9b544cb1cd52fd482fb1b75ecda2a2/multidict-6.6.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:452ff5da78d4720d7516a3a2abd804957532dd69296cb77319c193e3ffb87e24", size = 251505 },
+    { url = "https://files.pythonhosted.org/packages/86/a2/8022f78f041dfe6d71e364001a5cf987c30edfc83c8a5fb7a3f0974cff39/multidict-6.6.4-cp312-cp312-win32.whl", hash = "sha256:8c2fcb12136530ed19572bbba61b407f655e3953ba669b96a35036a11a485793", size = 41888 },
+    { url = "https://files.pythonhosted.org/packages/c7/eb/d88b1780d43a56db2cba24289fa744a9d216c1a8546a0dc3956563fd53ea/multidict-6.6.4-cp312-cp312-win_amd64.whl", hash = "sha256:047d9425860a8c9544fed1b9584f0c8bcd31bcde9568b047c5e567a1025ecd6e", size = 46072 },
+    { url = "https://files.pythonhosted.org/packages/9f/16/b929320bf5750e2d9d4931835a4c638a19d2494a5b519caaaa7492ebe105/multidict-6.6.4-cp312-cp312-win_arm64.whl", hash = "sha256:14754eb72feaa1e8ae528468f24250dd997b8e2188c3d2f593f9eba259e4b364", size = 43222 },
+    { url = "https://files.pythonhosted.org/packages/3a/5d/e1db626f64f60008320aab00fbe4f23fc3300d75892a3381275b3d284580/multidict-6.6.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:f46a6e8597f9bd71b31cc708195d42b634c8527fecbcf93febf1052cacc1f16e", size = 75848 },
+    { url = "https://files.pythonhosted.org/packages/4c/aa/8b6f548d839b6c13887253af4e29c939af22a18591bfb5d0ee6f1931dae8/multidict-6.6.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:22e38b2bc176c5eb9c0a0e379f9d188ae4cd8b28c0f53b52bce7ab0a9e534657", size = 45060 },
+    { url = "https://files.pythonhosted.org/packages/eb/c6/f5e97e5d99a729bc2aa58eb3ebfa9f1e56a9b517cc38c60537c81834a73f/multidict-6.6.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5df8afd26f162da59e218ac0eefaa01b01b2e6cd606cffa46608f699539246da", size = 43269 },
+    { url = "https://files.pythonhosted.org/packages/dc/31/d54eb0c62516776f36fe67f84a732f97e0b0e12f98d5685bebcc6d396910/multidict-6.6.4-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:49517449b58d043023720aa58e62b2f74ce9b28f740a0b5d33971149553d72aa", size = 237158 },
+    { url = "https://files.pythonhosted.org/packages/c4/1c/8a10c1c25b23156e63b12165a929d8eb49a6ed769fdbefb06e6f07c1e50d/multidict-6.6.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ae9408439537c5afdca05edd128a63f56a62680f4b3c234301055d7a2000220f", size = 257076 },
+    { url = "https://files.pythonhosted.org/packages/ad/86/90e20b5771d6805a119e483fd3d1e8393e745a11511aebca41f0da38c3e2/multidict-6.6.4-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:87a32d20759dc52a9e850fe1061b6e41ab28e2998d44168a8a341b99ded1dba0", size = 240694 },
+    { url = "https://files.pythonhosted.org/packages/e7/49/484d3e6b535bc0555b52a0a26ba86e4d8d03fd5587d4936dc59ba7583221/multidict-6.6.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:52e3c8d43cdfff587ceedce9deb25e6ae77daba560b626e97a56ddcad3756879", size = 266350 },
+    { url = "https://files.pythonhosted.org/packages/bf/b4/aa4c5c379b11895083d50021e229e90c408d7d875471cb3abf721e4670d6/multidict-6.6.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ad8850921d3a8d8ff6fbef790e773cecfc260bbfa0566998980d3fa8f520bc4a", size = 267250 },
+    { url = "https://files.pythonhosted.org/packages/80/e5/5e22c5bf96a64bdd43518b1834c6d95a4922cc2066b7d8e467dae9b6cee6/multidict-6.6.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:497a2954adc25c08daff36f795077f63ad33e13f19bfff7736e72c785391534f", size = 254900 },
+    { url = "https://files.pythonhosted.org/packages/17/38/58b27fed927c07035abc02befacab42491e7388ca105e087e6e0215ead64/multidict-6.6.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:024ce601f92d780ca1617ad4be5ac15b501cc2414970ffa2bb2bbc2bd5a68fa5", size = 252355 },
+    { url = "https://files.pythonhosted.org/packages/d0/a1/dad75d23a90c29c02b5d6f3d7c10ab36c3197613be5d07ec49c7791e186c/multidict-6.6.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:a693fc5ed9bdd1c9e898013e0da4dcc640de7963a371c0bd458e50e046bf6438", size = 250061 },
+    { url = "https://files.pythonhosted.org/packages/b8/1a/ac2216b61c7f116edab6dc3378cca6c70dc019c9a457ff0d754067c58b20/multidict-6.6.4-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:190766dac95aab54cae5b152a56520fd99298f32a1266d66d27fdd1b5ac00f4e", size = 249675 },
+    { url = "https://files.pythonhosted.org/packages/d4/79/1916af833b800d13883e452e8e0977c065c4ee3ab7a26941fbfdebc11895/multidict-6.6.4-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:34d8f2a5ffdceab9dcd97c7a016deb2308531d5f0fced2bb0c9e1df45b3363d7", size = 261247 },
+    { url = "https://files.pythonhosted.org/packages/c5/65/d1f84fe08ac44a5fc7391cbc20a7cedc433ea616b266284413fd86062f8c/multidict-6.6.4-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:59e8d40ab1f5a8597abcef00d04845155a5693b5da00d2c93dbe88f2050f2812", size = 257960 },
+    { url = "https://files.pythonhosted.org/packages/13/b5/29ec78057d377b195ac2c5248c773703a6b602e132a763e20ec0457e7440/multidict-6.6.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:467fe64138cfac771f0e949b938c2e1ada2b5af22f39692aa9258715e9ea613a", size = 250078 },
+    { url = "https://files.pythonhosted.org/packages/c4/0e/7e79d38f70a872cae32e29b0d77024bef7834b0afb406ddae6558d9e2414/multidict-6.6.4-cp313-cp313-win32.whl", hash = "sha256:14616a30fe6d0a48d0a48d1a633ab3b8bec4cf293aac65f32ed116f620adfd69", size = 41708 },
+    { url = "https://files.pythonhosted.org/packages/9d/34/746696dffff742e97cd6a23da953e55d0ea51fa601fa2ff387b3edcfaa2c/multidict-6.6.4-cp313-cp313-win_amd64.whl", hash = "sha256:40cd05eaeb39e2bc8939451f033e57feaa2ac99e07dbca8afe2be450a4a3b6cf", size = 45912 },
+    { url = "https://files.pythonhosted.org/packages/c7/87/3bac136181e271e29170d8d71929cdeddeb77f3e8b6a0c08da3a8e9da114/multidict-6.6.4-cp313-cp313-win_arm64.whl", hash = "sha256:f6eb37d511bfae9e13e82cb4d1af36b91150466f24d9b2b8a9785816deb16605", size = 43076 },
+    { url = "https://files.pythonhosted.org/packages/64/94/0a8e63e36c049b571c9ae41ee301ada29c3fee9643d9c2548d7d558a1d99/multidict-6.6.4-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:6c84378acd4f37d1b507dfa0d459b449e2321b3ba5f2338f9b085cf7a7ba95eb", size = 82812 },
+    { url = "https://files.pythonhosted.org/packages/25/1a/be8e369dfcd260d2070a67e65dd3990dd635cbd735b98da31e00ea84cd4e/multidict-6.6.4-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0e0558693063c75f3d952abf645c78f3c5dfdd825a41d8c4d8156fc0b0da6e7e", size = 48313 },
+    { url = "https://files.pythonhosted.org/packages/26/5a/dd4ade298674b2f9a7b06a32c94ffbc0497354df8285f27317c66433ce3b/multidict-6.6.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3f8e2384cb83ebd23fd07e9eada8ba64afc4c759cd94817433ab8c81ee4b403f", size = 46777 },
+    { url = "https://files.pythonhosted.org/packages/89/db/98aa28bc7e071bfba611ac2ae803c24e96dd3a452b4118c587d3d872c64c/multidict-6.6.4-cp313-cp313t-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:f996b87b420995a9174b2a7c1a8daf7db4750be6848b03eb5e639674f7963773", size = 229321 },
+    { url = "https://files.pythonhosted.org/packages/c7/bc/01ddda2a73dd9d167bd85d0e8ef4293836a8f82b786c63fb1a429bc3e678/multidict-6.6.4-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc356250cffd6e78416cf5b40dc6a74f1edf3be8e834cf8862d9ed5265cf9b0e", size = 249954 },
+    { url = "https://files.pythonhosted.org/packages/06/78/6b7c0f020f9aa0acf66d0ab4eb9f08375bac9a50ff5e3edb1c4ccd59eafc/multidict-6.6.4-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:dadf95aa862714ea468a49ad1e09fe00fcc9ec67d122f6596a8d40caf6cec7d0", size = 228612 },
+    { url = "https://files.pythonhosted.org/packages/00/44/3faa416f89b2d5d76e9d447296a81521e1c832ad6e40b92f990697b43192/multidict-6.6.4-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7dd57515bebffd8ebd714d101d4c434063322e4fe24042e90ced41f18b6d3395", size = 257528 },
+    { url = "https://files.pythonhosted.org/packages/05/5f/77c03b89af0fcb16f018f668207768191fb9dcfb5e3361a5e706a11db2c9/multidict-6.6.4-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:967af5f238ebc2eb1da4e77af5492219fbd9b4b812347da39a7b5f5c72c0fa45", size = 256329 },
+    { url = "https://files.pythonhosted.org/packages/cf/e9/ed750a2a9afb4f8dc6f13dc5b67b514832101b95714f1211cd42e0aafc26/multidict-6.6.4-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2a4c6875c37aae9794308ec43e3530e4aa0d36579ce38d89979bbf89582002bb", size = 247928 },
+    { url = "https://files.pythonhosted.org/packages/1f/b5/e0571bc13cda277db7e6e8a532791d4403dacc9850006cb66d2556e649c0/multidict-6.6.4-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:7f683a551e92bdb7fac545b9c6f9fa2aebdeefa61d607510b3533286fcab67f5", size = 245228 },
+    { url = "https://files.pythonhosted.org/packages/f3/a3/69a84b0eccb9824491f06368f5b86e72e4af54c3067c37c39099b6687109/multidict-6.6.4-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:3ba5aaf600edaf2a868a391779f7a85d93bed147854925f34edd24cc70a3e141", size = 235869 },
+    { url = "https://files.pythonhosted.org/packages/a9/9d/28802e8f9121a6a0804fa009debf4e753d0a59969ea9f70be5f5fdfcb18f/multidict-6.6.4-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:580b643b7fd2c295d83cad90d78419081f53fd532d1f1eb67ceb7060f61cff0d", size = 243446 },
+    { url = "https://files.pythonhosted.org/packages/38/ea/6c98add069b4878c1d66428a5f5149ddb6d32b1f9836a826ac764b9940be/multidict-6.6.4-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:37b7187197da6af3ee0b044dbc9625afd0c885f2800815b228a0e70f9a7f473d", size = 252299 },
+    { url = "https://files.pythonhosted.org/packages/3a/09/8fe02d204473e14c0af3affd50af9078839dfca1742f025cca765435d6b4/multidict-6.6.4-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e1b93790ed0bc26feb72e2f08299691ceb6da5e9e14a0d13cc74f1869af327a0", size = 246926 },
+    { url = "https://files.pythonhosted.org/packages/37/3d/7b1e10d774a6df5175ecd3c92bff069e77bed9ec2a927fdd4ff5fe182f67/multidict-6.6.4-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a506a77ddee1efcca81ecbeae27ade3e09cdf21a8ae854d766c2bb4f14053f92", size = 243383 },
+    { url = "https://files.pythonhosted.org/packages/50/b0/a6fae46071b645ae98786ab738447de1ef53742eaad949f27e960864bb49/multidict-6.6.4-cp313-cp313t-win32.whl", hash = "sha256:f93b2b2279883d1d0a9e1bd01f312d6fc315c5e4c1f09e112e4736e2f650bc4e", size = 47775 },
+    { url = "https://files.pythonhosted.org/packages/b2/0a/2436550b1520091af0600dff547913cb2d66fbac27a8c33bc1b1bccd8d98/multidict-6.6.4-cp313-cp313t-win_amd64.whl", hash = "sha256:6d46a180acdf6e87cc41dc15d8f5c2986e1e8739dc25dbb7dac826731ef381a4", size = 53100 },
+    { url = "https://files.pythonhosted.org/packages/97/ea/43ac51faff934086db9c072a94d327d71b7d8b40cd5dcb47311330929ef0/multidict-6.6.4-cp313-cp313t-win_arm64.whl", hash = "sha256:756989334015e3335d087a27331659820d53ba432befdef6a718398b0a8493ad", size = 45501 },
+    { url = "https://files.pythonhosted.org/packages/fd/69/b547032297c7e63ba2af494edba695d781af8a0c6e89e4d06cf848b21d80/multidict-6.6.4-py3-none-any.whl", hash = "sha256:27d8f8e125c07cb954e54d75d04905a9bba8a439c1d84aca94949d4d03d8601c", size = 12313 },
+]
+
+[[package]]
+name = "nodeenv"
+version = "1.9.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/16/fc88b08840de0e0a72a2f9d8c6bae36be573e475a6326ae854bcc549fc45/nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f", size = 47437 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d2/1d/1b658dbd2b9fa9c4c9f32accbfc0205d532c8c6194dc0f2a4c0428e7128a/nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9", size = 22314 },
+]
+
+[[package]]
+name = "numcodecs"
+version = "0.16.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a1/1d/837d946aab385abe1e472ec08a6816d84b00f4ceeae5445eb8f25c5c6ca9/numcodecs-0.16.2.tar.gz", hash = "sha256:9922dae0c3b01b5bed3b4bae239f4787e891daa3262c27971298669d029d10e9", size = 6271668 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/19/38b3fbb2335e31fdd253e1de0531b32e8245b86a7b9d46c474fa6d2cb5c5/numcodecs-0.16.2-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:4c1f1357896cfc5451157fd90a2858aa0f6a66409f91f3016d257b76c4c244c1", size = 1629357 },
+    { url = "https://files.pythonhosted.org/packages/3d/f8/ba257b7627477f5650aa8274e7a6f9a72c4d51c1e7ac968b14b65d872c76/numcodecs-0.16.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d88aa4f82bb8fe3fa2e9c19fd44b6c268acec6fc7bcff59c92e169830d09531a", size = 1158894 },
+    { url = "https://files.pythonhosted.org/packages/e3/31/0c90266a9ba048223656d552c5b40ea22d788be77797e8a0db9d698a3847/numcodecs-0.16.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:276f657ec4ffef9e2cc344b732b8906fe8612c3b9484504830ccdc7a2dd0715a", size = 8285212 },
+    { url = "https://files.pythonhosted.org/packages/01/24/7889b678c0b7e3f605e1ec2fe1ddee0f48920098fecb0cadd5bd66483044/numcodecs-0.16.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1b7d8174e14c66191e0e1a4a44dd264bd776fb96b1ce3adc0216154f34b755c", size = 8811508 },
+    { url = "https://files.pythonhosted.org/packages/87/26/23b474b188a8e005bbd5e516e3415ec9f2b59fbf1f36636e5cfc14f59c54/numcodecs-0.16.2-cp311-cp311-win_amd64.whl", hash = "sha256:559163a7d97ec8aef1654e47c6e97f88dcc4c38a975338bf1bfb214d3c8d70f9", size = 804099 },
+    { url = "https://files.pythonhosted.org/packages/03/c3/5470273d6d5c986521140ccec6476664ea4e03c0cfc51b370fb03368bb41/numcodecs-0.16.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:30f04c2b7bb802133866e7fb554d47943864f977dfe8a95c814eb801c797df3c", size = 1668488 },
+    { url = "https://files.pythonhosted.org/packages/db/bf/cc1aaea87371097d6b5236ec44f8eb96387b52204b4e671fac716e5de325/numcodecs-0.16.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8ee0b2776cf47b7702ba0ccc0b6afaad28afbf8d5bb7b9a5274b5f08ecc651b2", size = 1155083 },
+    { url = "https://files.pythonhosted.org/packages/6b/c1/ba5ab0cf4c4d737635d20d8b72a61c26f8f99c0529606dfbfa3e5d3a4221/numcodecs-0.16.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c8e94f0e90aaf4d01b2e26476d3b081c2cf8c17036af45e04e735de9c0cf64f", size = 8260568 },
+    { url = "https://files.pythonhosted.org/packages/3b/64/7177bf632520705893683fa4ca202ed540450bf971c0453ad1351baa2007/numcodecs-0.16.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7b565b16366749011e290343617571db861b2b2e58b038697afde6d02f537c91", size = 8792262 },
+    { url = "https://files.pythonhosted.org/packages/10/90/df01799f4c1bb8618b842582d10d362829e980c4d5eb9701c1aeadf5c4e3/numcodecs-0.16.2-cp312-cp312-win_amd64.whl", hash = "sha256:e4cfdde4e99bf47580f4eb3a876630c73ba14e4a1380fec5959ac727e22ce0d2", size = 803444 },
+    { url = "https://files.pythonhosted.org/packages/b6/e3/f61c422259a4b6c8c2496d284f85ed17f8686b3a53feb797d3bd66ef499c/numcodecs-0.16.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0f965ccb2f6d215ffd2e3239ec02e33139d7ce311ff49704d340704b81dda653", size = 1664476 },
+    { url = "https://files.pythonhosted.org/packages/b9/a7/fa4d66b86e277643d135af263efc0dd1f98cf1228d3b4554b843c0c1a09b/numcodecs-0.16.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b4bc110b73d59de7f46310c680f075f9007ead915174c895368274c646c9ea74", size = 1148718 },
+    { url = "https://files.pythonhosted.org/packages/17/43/9656a6b0ed7250ca3a5c126a6077a29398c3dca9176224dba4634847a4a4/numcodecs-0.16.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:51615cf2811343a8a3fa42953cb4120ac7187875a161260444f53ada5710063e", size = 8205330 },
+    { url = "https://files.pythonhosted.org/packages/55/7f/0ab8db32ef9b51c60f7b759c2b155e1edcb08febb508c22a9d04b19ec735/numcodecs-0.16.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a18ced1ecbdd0e9ee716820dbb3a094c896eed8005273bbcab9980bdac270ae", size = 8750769 },
+    { url = "https://files.pythonhosted.org/packages/f0/0c/25f96c7969bdbfcc1427dc82eba92f2ef4df84c63369c95ab99af6404c23/numcodecs-0.16.2-cp313-cp313-win_amd64.whl", hash = "sha256:f640ed8406e1eb5806787a3e5be223d455b75c99eb2088a290947ed6dbd77e8e", size = 800281 },
+]
+
+[package.optional-dependencies]
+crc32c = [
+    { name = "crc32c" },
+]
+
+[[package]]
+name = "numpy"
+version = "2.3.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d0/19/95b3d357407220ed24c139018d2518fab0a61a948e68286a25f1a4d049ff/numpy-2.3.3.tar.gz", hash = "sha256:ddc7c39727ba62b80dfdbedf400d1c10ddfa8eefbd7ec8dcb118be8b56d31029", size = 20576648 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7a/45/e80d203ef6b267aa29b22714fb558930b27960a0c5ce3c19c999232bb3eb/numpy-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0ffc4f5caba7dfcbe944ed674b7eef683c7e94874046454bb79ed7ee0236f59d", size = 21259253 },
+    { url = "https://files.pythonhosted.org/packages/52/18/cf2c648fccf339e59302e00e5f2bc87725a3ce1992f30f3f78c9044d7c43/numpy-2.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e7e946c7170858a0295f79a60214424caac2ffdb0063d4d79cb681f9aa0aa569", size = 14450980 },
+    { url = "https://files.pythonhosted.org/packages/93/fb/9af1082bec870188c42a1c239839915b74a5099c392389ff04215dcee812/numpy-2.3.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:cd4260f64bc794c3390a63bf0728220dd1a68170c169088a1e0dfa2fde1be12f", size = 5379709 },
+    { url = "https://files.pythonhosted.org/packages/75/0f/bfd7abca52bcbf9a4a65abc83fe18ef01ccdeb37bfb28bbd6ad613447c79/numpy-2.3.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:f0ddb4b96a87b6728df9362135e764eac3cfa674499943ebc44ce96c478ab125", size = 6913923 },
+    { url = "https://files.pythonhosted.org/packages/79/55/d69adad255e87ab7afda1caf93ca997859092afeb697703e2f010f7c2e55/numpy-2.3.3-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:afd07d377f478344ec6ca2b8d4ca08ae8bd44706763d1efb56397de606393f48", size = 14589591 },
+    { url = "https://files.pythonhosted.org/packages/10/a2/010b0e27ddeacab7839957d7a8f00e91206e0c2c47abbb5f35a2630e5387/numpy-2.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bc92a5dedcc53857249ca51ef29f5e5f2f8c513e22cfb90faeb20343b8c6f7a6", size = 16938714 },
+    { url = "https://files.pythonhosted.org/packages/1c/6b/12ce8ede632c7126eb2762b9e15e18e204b81725b81f35176eac14dc5b82/numpy-2.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:7af05ed4dc19f308e1d9fc759f36f21921eb7bbfc82843eeec6b2a2863a0aefa", size = 16370592 },
+    { url = "https://files.pythonhosted.org/packages/b4/35/aba8568b2593067bb6a8fe4c52babb23b4c3b9c80e1b49dff03a09925e4a/numpy-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:433bf137e338677cebdd5beac0199ac84712ad9d630b74eceeb759eaa45ddf30", size = 18884474 },
+    { url = "https://files.pythonhosted.org/packages/45/fa/7f43ba10c77575e8be7b0138d107e4f44ca4a1ef322cd16980ea3e8b8222/numpy-2.3.3-cp311-cp311-win32.whl", hash = "sha256:eb63d443d7b4ffd1e873f8155260d7f58e7e4b095961b01c91062935c2491e57", size = 6599794 },
+    { url = "https://files.pythonhosted.org/packages/0a/a2/a4f78cb2241fe5664a22a10332f2be886dcdea8784c9f6a01c272da9b426/numpy-2.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:ec9d249840f6a565f58d8f913bccac2444235025bbb13e9a4681783572ee3caa", size = 13088104 },
+    { url = "https://files.pythonhosted.org/packages/79/64/e424e975adbd38282ebcd4891661965b78783de893b381cbc4832fb9beb2/numpy-2.3.3-cp311-cp311-win_arm64.whl", hash = "sha256:74c2a948d02f88c11a3c075d9733f1ae67d97c6bdb97f2bb542f980458b257e7", size = 10460772 },
+    { url = "https://files.pythonhosted.org/packages/51/5d/bb7fc075b762c96329147799e1bcc9176ab07ca6375ea976c475482ad5b3/numpy-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cfdd09f9c84a1a934cde1eec2267f0a43a7cd44b2cca4ff95b7c0d14d144b0bf", size = 20957014 },
+    { url = "https://files.pythonhosted.org/packages/6b/0e/c6211bb92af26517acd52125a237a92afe9c3124c6a68d3b9f81b62a0568/numpy-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:cb32e3cf0f762aee47ad1ddc6672988f7f27045b0783c887190545baba73aa25", size = 14185220 },
+    { url = "https://files.pythonhosted.org/packages/22/f2/07bb754eb2ede9073f4054f7c0286b0d9d2e23982e090a80d478b26d35ca/numpy-2.3.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:396b254daeb0a57b1fe0ecb5e3cff6fa79a380fa97c8f7781a6d08cd429418fe", size = 5113918 },
+    { url = "https://files.pythonhosted.org/packages/81/0a/afa51697e9fb74642f231ea36aca80fa17c8fb89f7a82abd5174023c3960/numpy-2.3.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:067e3d7159a5d8f8a0b46ee11148fc35ca9b21f61e3c49fbd0a027450e65a33b", size = 6647922 },
+    { url = "https://files.pythonhosted.org/packages/5d/f5/122d9cdb3f51c520d150fef6e87df9279e33d19a9611a87c0d2cf78a89f4/numpy-2.3.3-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1c02d0629d25d426585fb2e45a66154081b9fa677bc92a881ff1d216bc9919a8", size = 14281991 },
+    { url = "https://files.pythonhosted.org/packages/51/64/7de3c91e821a2debf77c92962ea3fe6ac2bc45d0778c1cbe15d4fce2fd94/numpy-2.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d9192da52b9745f7f0766531dcfa978b7763916f158bb63bdb8a1eca0068ab20", size = 16641643 },
+    { url = "https://files.pythonhosted.org/packages/30/e4/961a5fa681502cd0d68907818b69f67542695b74e3ceaa513918103b7e80/numpy-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:cd7de500a5b66319db419dc3c345244404a164beae0d0937283b907d8152e6ea", size = 16056787 },
+    { url = "https://files.pythonhosted.org/packages/99/26/92c912b966e47fbbdf2ad556cb17e3a3088e2e1292b9833be1dfa5361a1a/numpy-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:93d4962d8f82af58f0b2eb85daaf1b3ca23fe0a85d0be8f1f2b7bb46034e56d7", size = 18579598 },
+    { url = "https://files.pythonhosted.org/packages/17/b6/fc8f82cb3520768718834f310c37d96380d9dc61bfdaf05fe5c0b7653e01/numpy-2.3.3-cp312-cp312-win32.whl", hash = "sha256:5534ed6b92f9b7dca6c0a19d6df12d41c68b991cef051d108f6dbff3babc4ebf", size = 6320800 },
+    { url = "https://files.pythonhosted.org/packages/32/ee/de999f2625b80d043d6d2d628c07d0d5555a677a3cf78fdf868d409b8766/numpy-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:497d7cad08e7092dba36e3d296fe4c97708c93daf26643a1ae4b03f6294d30eb", size = 12786615 },
+    { url = "https://files.pythonhosted.org/packages/49/6e/b479032f8a43559c383acb20816644f5f91c88f633d9271ee84f3b3a996c/numpy-2.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:ca0309a18d4dfea6fc6262a66d06c26cfe4640c3926ceec90e57791a82b6eee5", size = 10195936 },
+    { url = "https://files.pythonhosted.org/packages/7d/b9/984c2b1ee61a8b803bf63582b4ac4242cf76e2dbd663efeafcb620cc0ccb/numpy-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f5415fb78995644253370985342cd03572ef8620b934da27d77377a2285955bf", size = 20949588 },
+    { url = "https://files.pythonhosted.org/packages/a6/e4/07970e3bed0b1384d22af1e9912527ecbeb47d3b26e9b6a3bced068b3bea/numpy-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d00de139a3324e26ed5b95870ce63be7ec7352171bc69a4cf1f157a48e3eb6b7", size = 14177802 },
+    { url = "https://files.pythonhosted.org/packages/35/c7/477a83887f9de61f1203bad89cf208b7c19cc9fef0cebef65d5a1a0619f2/numpy-2.3.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:9dc13c6a5829610cc07422bc74d3ac083bd8323f14e2827d992f9e52e22cd6a6", size = 5106537 },
+    { url = "https://files.pythonhosted.org/packages/52/47/93b953bd5866a6f6986344d045a207d3f1cfbad99db29f534ea9cee5108c/numpy-2.3.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:d79715d95f1894771eb4e60fb23f065663b2298f7d22945d66877aadf33d00c7", size = 6640743 },
+    { url = "https://files.pythonhosted.org/packages/23/83/377f84aaeb800b64c0ef4de58b08769e782edcefa4fea712910b6f0afd3c/numpy-2.3.3-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:952cfd0748514ea7c3afc729a0fc639e61655ce4c55ab9acfab14bda4f402b4c", size = 14278881 },
+    { url = "https://files.pythonhosted.org/packages/9a/a5/bf3db6e66c4b160d6ea10b534c381a1955dfab34cb1017ea93aa33c70ed3/numpy-2.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5b83648633d46f77039c29078751f80da65aa64d5622a3cd62aaef9d835b6c93", size = 16636301 },
+    { url = "https://files.pythonhosted.org/packages/a2/59/1287924242eb4fa3f9b3a2c30400f2e17eb2707020d1c5e3086fe7330717/numpy-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b001bae8cea1c7dfdb2ae2b017ed0a6f2102d7a70059df1e338e307a4c78a8ae", size = 16053645 },
+    { url = "https://files.pythonhosted.org/packages/e6/93/b3d47ed882027c35e94ac2320c37e452a549f582a5e801f2d34b56973c97/numpy-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8e9aced64054739037d42fb84c54dd38b81ee238816c948c8f3ed134665dcd86", size = 18578179 },
+    { url = "https://files.pythonhosted.org/packages/20/d9/487a2bccbf7cc9d4bfc5f0f197761a5ef27ba870f1e3bbb9afc4bbe3fcc2/numpy-2.3.3-cp313-cp313-win32.whl", hash = "sha256:9591e1221db3f37751e6442850429b3aabf7026d3b05542d102944ca7f00c8a8", size = 6312250 },
+    { url = "https://files.pythonhosted.org/packages/1b/b5/263ebbbbcede85028f30047eab3d58028d7ebe389d6493fc95ae66c636ab/numpy-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f0dadeb302887f07431910f67a14d57209ed91130be0adea2f9793f1a4f817cf", size = 12783269 },
+    { url = "https://files.pythonhosted.org/packages/fa/75/67b8ca554bbeaaeb3fac2e8bce46967a5a06544c9108ec0cf5cece559b6c/numpy-2.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:3c7cf302ac6e0b76a64c4aecf1a09e51abd9b01fc7feee80f6c43e3ab1b1dbc5", size = 10195314 },
+    { url = "https://files.pythonhosted.org/packages/11/d0/0d1ddec56b162042ddfafeeb293bac672de9b0cfd688383590090963720a/numpy-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:eda59e44957d272846bb407aad19f89dc6f58fecf3504bd144f4c5cf81a7eacc", size = 21048025 },
+    { url = "https://files.pythonhosted.org/packages/36/9e/1996ca6b6d00415b6acbdd3c42f7f03ea256e2c3f158f80bd7436a8a19f3/numpy-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:823d04112bc85ef5c4fda73ba24e6096c8f869931405a80aa8b0e604510a26bc", size = 14301053 },
+    { url = "https://files.pythonhosted.org/packages/05/24/43da09aa764c68694b76e84b3d3f0c44cb7c18cdc1ba80e48b0ac1d2cd39/numpy-2.3.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:40051003e03db4041aa325da2a0971ba41cf65714e65d296397cc0e32de6018b", size = 5229444 },
+    { url = "https://files.pythonhosted.org/packages/bc/14/50ffb0f22f7218ef8af28dd089f79f68289a7a05a208db9a2c5dcbe123c1/numpy-2.3.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:6ee9086235dd6ab7ae75aba5662f582a81ced49f0f1c6de4260a78d8f2d91a19", size = 6738039 },
+    { url = "https://files.pythonhosted.org/packages/55/52/af46ac0795e09657d45a7f4db961917314377edecf66db0e39fa7ab5c3d3/numpy-2.3.3-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:94fcaa68757c3e2e668ddadeaa86ab05499a70725811e582b6a9858dd472fb30", size = 14352314 },
+    { url = "https://files.pythonhosted.org/packages/a7/b1/dc226b4c90eb9f07a3fff95c2f0db3268e2e54e5cce97c4ac91518aee71b/numpy-2.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:da1a74b90e7483d6ce5244053399a614b1d6b7bc30a60d2f570e5071f8959d3e", size = 16701722 },
+    { url = "https://files.pythonhosted.org/packages/9d/9d/9d8d358f2eb5eced14dba99f110d83b5cd9a4460895230f3b396ad19a323/numpy-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2990adf06d1ecee3b3dcbb4977dfab6e9f09807598d647f04d385d29e7a3c3d3", size = 16132755 },
+    { url = "https://files.pythonhosted.org/packages/b6/27/b3922660c45513f9377b3fb42240bec63f203c71416093476ec9aa0719dc/numpy-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:ed635ff692483b8e3f0fcaa8e7eb8a75ee71aa6d975388224f70821421800cea", size = 18651560 },
+    { url = "https://files.pythonhosted.org/packages/5b/8e/3ab61a730bdbbc201bb245a71102aa609f0008b9ed15255500a99cd7f780/numpy-2.3.3-cp313-cp313t-win32.whl", hash = "sha256:a333b4ed33d8dc2b373cc955ca57babc00cd6f9009991d9edc5ddbc1bac36bcd", size = 6442776 },
+    { url = "https://files.pythonhosted.org/packages/1c/3a/e22b766b11f6030dc2decdeff5c2fb1610768055603f9f3be88b6d192fb2/numpy-2.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:4384a169c4d8f97195980815d6fcad04933a7e1ab3b530921c3fef7a1c63426d", size = 12927281 },
+    { url = "https://files.pythonhosted.org/packages/7b/42/c2e2bc48c5e9b2a83423f99733950fbefd86f165b468a3d85d52b30bf782/numpy-2.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:75370986cc0bc66f4ce5110ad35aae6d182cc4ce6433c40ad151f53690130bf1", size = 10265275 },
+    { url = "https://files.pythonhosted.org/packages/6b/01/342ad585ad82419b99bcf7cebe99e61da6bedb89e213c5fd71acc467faee/numpy-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:cd052f1fa6a78dee696b58a914b7229ecfa41f0a6d96dc663c1220a55e137593", size = 20951527 },
+    { url = "https://files.pythonhosted.org/packages/ef/d8/204e0d73fc1b7a9ee80ab1fe1983dd33a4d64a4e30a05364b0208e9a241a/numpy-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:414a97499480067d305fcac9716c29cf4d0d76db6ebf0bf3cbce666677f12652", size = 14186159 },
+    { url = "https://files.pythonhosted.org/packages/22/af/f11c916d08f3a18fb8ba81ab72b5b74a6e42ead4c2846d270eb19845bf74/numpy-2.3.3-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:50a5fe69f135f88a2be9b6ca0481a68a136f6febe1916e4920e12f1a34e708a7", size = 5114624 },
+    { url = "https://files.pythonhosted.org/packages/fb/11/0ed919c8381ac9d2ffacd63fd1f0c34d27e99cab650f0eb6f110e6ae4858/numpy-2.3.3-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:b912f2ed2b67a129e6a601e9d93d4fa37bef67e54cac442a2f588a54afe5c67a", size = 6642627 },
+    { url = "https://files.pythonhosted.org/packages/ee/83/deb5f77cb0f7ba6cb52b91ed388b47f8f3c2e9930d4665c600408d9b90b9/numpy-2.3.3-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9e318ee0596d76d4cb3d78535dc005fa60e5ea348cd131a51e99d0bdbe0b54fe", size = 14296926 },
+    { url = "https://files.pythonhosted.org/packages/77/cc/70e59dcb84f2b005d4f306310ff0a892518cc0c8000a33d0e6faf7ca8d80/numpy-2.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ce020080e4a52426202bdb6f7691c65bb55e49f261f31a8f506c9f6bc7450421", size = 16638958 },
+    { url = "https://files.pythonhosted.org/packages/b6/5a/b2ab6c18b4257e099587d5b7f903317bd7115333ad8d4ec4874278eafa61/numpy-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:e6687dc183aa55dae4a705b35f9c0f8cb178bcaa2f029b241ac5356221d5c021", size = 16071920 },
+    { url = "https://files.pythonhosted.org/packages/b8/f1/8b3fdc44324a259298520dd82147ff648979bed085feeacc1250ef1656c0/numpy-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d8f3b1080782469fdc1718c4ed1d22549b5fb12af0d57d35e992158a772a37cf", size = 18577076 },
+    { url = "https://files.pythonhosted.org/packages/f0/a1/b87a284fb15a42e9274e7fcea0dad259d12ddbf07c1595b26883151ca3b4/numpy-2.3.3-cp314-cp314-win32.whl", hash = "sha256:cb248499b0bc3be66ebd6578b83e5acacf1d6cb2a77f2248ce0e40fbec5a76d0", size = 6366952 },
+    { url = "https://files.pythonhosted.org/packages/70/5f/1816f4d08f3b8f66576d8433a66f8fa35a5acfb3bbd0bf6c31183b003f3d/numpy-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:691808c2b26b0f002a032c73255d0bd89751425f379f7bcd22d140db593a96e8", size = 12919322 },
+    { url = "https://files.pythonhosted.org/packages/8c/de/072420342e46a8ea41c324a555fa90fcc11637583fb8df722936aed1736d/numpy-2.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:9ad12e976ca7b10f1774b03615a2a4bab8addce37ecc77394d8e986927dc0dfe", size = 10478630 },
+    { url = "https://files.pythonhosted.org/packages/d5/df/ee2f1c0a9de7347f14da5dd3cd3c3b034d1b8607ccb6883d7dd5c035d631/numpy-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9cc48e09feb11e1db00b320e9d30a4151f7369afb96bd0e48d942d09da3a0d00", size = 21047987 },
+    { url = "https://files.pythonhosted.org/packages/d6/92/9453bdc5a4e9e69cf4358463f25e8260e2ffc126d52e10038b9077815989/numpy-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:901bf6123879b7f251d3631967fd574690734236075082078e0571977c6a8e6a", size = 14301076 },
+    { url = "https://files.pythonhosted.org/packages/13/77/1447b9eb500f028bb44253105bd67534af60499588a5149a94f18f2ca917/numpy-2.3.3-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:7f025652034199c301049296b59fa7d52c7e625017cae4c75d8662e377bf487d", size = 5229491 },
+    { url = "https://files.pythonhosted.org/packages/3d/f9/d72221b6ca205f9736cb4b2ce3b002f6e45cd67cd6a6d1c8af11a2f0b649/numpy-2.3.3-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:533ca5f6d325c80b6007d4d7fb1984c303553534191024ec6a524a4c92a5935a", size = 6737913 },
+    { url = "https://files.pythonhosted.org/packages/3c/5f/d12834711962ad9c46af72f79bb31e73e416ee49d17f4c797f72c96b6ca5/numpy-2.3.3-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0edd58682a399824633b66885d699d7de982800053acf20be1eaa46d92009c54", size = 14352811 },
+    { url = "https://files.pythonhosted.org/packages/a1/0d/fdbec6629d97fd1bebed56cd742884e4eead593611bbe1abc3eb40d304b2/numpy-2.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:367ad5d8fbec5d9296d18478804a530f1191e24ab4d75ab408346ae88045d25e", size = 16702689 },
+    { url = "https://files.pythonhosted.org/packages/9b/09/0a35196dc5575adde1eb97ddfbc3e1687a814f905377621d18ca9bc2b7dd/numpy-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8f6ac61a217437946a1fa48d24c47c91a0c4f725237871117dea264982128097", size = 16133855 },
+    { url = "https://files.pythonhosted.org/packages/7a/ca/c9de3ea397d576f1b6753eaa906d4cdef1bf97589a6d9825a349b4729cc2/numpy-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:179a42101b845a816d464b6fe9a845dfaf308fdfc7925387195570789bb2c970", size = 18652520 },
+    { url = "https://files.pythonhosted.org/packages/fd/c2/e5ed830e08cd0196351db55db82f65bc0ab05da6ef2b72a836dcf1936d2f/numpy-2.3.3-cp314-cp314t-win32.whl", hash = "sha256:1250c5d3d2562ec4174bce2e3a1523041595f9b651065e4a4473f5f48a6bc8a5", size = 6515371 },
+    { url = "https://files.pythonhosted.org/packages/47/c7/b0f6b5b67f6788a0725f744496badbb604d226bf233ba716683ebb47b570/numpy-2.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:b37a0b2e5935409daebe82c1e42274d30d9dd355852529eab91dab8dcca7419f", size = 13112576 },
+    { url = "https://files.pythonhosted.org/packages/06/b9/33bba5ff6fb679aa0b1f8a07e853f002a6b04b9394db3069a1270a7784ca/numpy-2.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:78c9f6560dc7e6b3990e32df7ea1a50bbd0e2a111e05209963f5ddcab7073b0b", size = 10545953 },
+    { url = "https://files.pythonhosted.org/packages/b8/f2/7e0a37cfced2644c9563c529f29fa28acbd0960dde32ece683aafa6f4949/numpy-2.3.3-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:1e02c7159791cd481e1e6d5ddd766b62a4d5acf8df4d4d1afe35ee9c5c33a41e", size = 21131019 },
+    { url = "https://files.pythonhosted.org/packages/1a/7e/3291f505297ed63831135a6cc0f474da0c868a1f31b0dd9a9f03a7a0d2ed/numpy-2.3.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:dca2d0fc80b3893ae72197b39f69d55a3cd8b17ea1b50aa4c62de82419936150", size = 14376288 },
+    { url = "https://files.pythonhosted.org/packages/bf/4b/ae02e985bdeee73d7b5abdefeb98aef1207e96d4c0621ee0cf228ddfac3c/numpy-2.3.3-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:99683cbe0658f8271b333a1b1b4bb3173750ad59c0c61f5bbdc5b318918fffe3", size = 5305425 },
+    { url = "https://files.pythonhosted.org/packages/8b/eb/9df215d6d7250db32007941500dc51c48190be25f2401d5b2b564e467247/numpy-2.3.3-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:d9d537a39cc9de668e5cd0e25affb17aec17b577c6b3ae8a3d866b479fbe88d0", size = 6819053 },
+    { url = "https://files.pythonhosted.org/packages/57/62/208293d7d6b2a8998a4a1f23ac758648c3c32182d4ce4346062018362e29/numpy-2.3.3-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8596ba2f8af5f93b01d97563832686d20206d303024777f6dfc2e7c7c3f1850e", size = 14420354 },
+    { url = "https://files.pythonhosted.org/packages/ed/0c/8e86e0ff7072e14a71b4c6af63175e40d1e7e933ce9b9e9f765a95b4e0c3/numpy-2.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e1ec5615b05369925bd1125f27df33f3b6c8bc10d788d5999ecd8769a1fa04db", size = 16760413 },
+    { url = "https://files.pythonhosted.org/packages/af/11/0cc63f9f321ccf63886ac203336777140011fb669e739da36d8db3c53b98/numpy-2.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2e267c7da5bf7309670523896df97f93f6e469fb931161f483cd6882b3b1a5dc", size = 12971844 },
+]
+
+[[package]]
+name = "packaging"
+version = "25.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a1/d4/1fc4078c65507b51b96ca8f8c3ba19e6a61c8253c72794544580a7b6c24d/packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f", size = 165727 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484", size = 66469 },
+]
+
+[[package]]
+name = "pandas"
+version = "2.3.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "python-dateutil" },
+    { name = "pytz" },
+    { name = "tzdata" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/79/8e/0e90233ac205ad182bd6b422532695d2b9414944a280488105d598c70023/pandas-2.3.2.tar.gz", hash = "sha256:ab7b58f8f82706890924ccdfb5f48002b83d2b5a3845976a9fb705d36c34dcdb", size = 4488684 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7a/59/f3e010879f118c2d400902d2d871c2226cef29b08c09fb8dc41111730400/pandas-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1333e9c299adcbb68ee89a9bb568fc3f20f9cbb419f1dd5225071e6cddb2a743", size = 11563308 },
+    { url = "https://files.pythonhosted.org/packages/38/18/48f10f1cc5c397af59571d638d211f494dba481f449c19adbd282aa8f4ca/pandas-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:76972bcbd7de8e91ad5f0ca884a9f2c477a2125354af624e022c49e5bd0dfff4", size = 10820319 },
+    { url = "https://files.pythonhosted.org/packages/95/3b/1e9b69632898b048e223834cd9702052bcf06b15e1ae716eda3196fb972e/pandas-2.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b98bdd7c456a05eef7cd21fd6b29e3ca243591fe531c62be94a2cc987efb5ac2", size = 11790097 },
+    { url = "https://files.pythonhosted.org/packages/8b/ef/0e2ffb30b1f7fbc9a588bd01e3c14a0d96854d09a887e15e30cc19961227/pandas-2.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d81573b3f7db40d020983f78721e9bfc425f411e616ef019a10ebf597aedb2e", size = 12397958 },
+    { url = "https://files.pythonhosted.org/packages/23/82/e6b85f0d92e9afb0e7f705a51d1399b79c7380c19687bfbf3d2837743249/pandas-2.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e190b738675a73b581736cc8ec71ae113d6c3768d0bd18bffa5b9a0927b0b6ea", size = 13225600 },
+    { url = "https://files.pythonhosted.org/packages/e8/f1/f682015893d9ed51611948bd83683670842286a8edd4f68c2c1c3b231eef/pandas-2.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:c253828cb08f47488d60f43c5fc95114c771bbfff085da54bfc79cb4f9e3a372", size = 13879433 },
+    { url = "https://files.pythonhosted.org/packages/a7/e7/ae86261695b6c8a36d6a4c8d5f9b9ede8248510d689a2f379a18354b37d7/pandas-2.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:9467697b8083f9667b212633ad6aa4ab32436dcbaf4cd57325debb0ddef2012f", size = 11336557 },
+    { url = "https://files.pythonhosted.org/packages/ec/db/614c20fb7a85a14828edd23f1c02db58a30abf3ce76f38806155d160313c/pandas-2.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:3fbb977f802156e7a3f829e9d1d5398f6192375a3e2d1a9ee0803e35fe70a2b9", size = 11587652 },
+    { url = "https://files.pythonhosted.org/packages/99/b0/756e52f6582cade5e746f19bad0517ff27ba9c73404607c0306585c201b3/pandas-2.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1b9b52693123dd234b7c985c68b709b0b009f4521000d0525f2b95c22f15944b", size = 10717686 },
+    { url = "https://files.pythonhosted.org/packages/37/4c/dd5ccc1e357abfeee8353123282de17997f90ff67855f86154e5a13b81e5/pandas-2.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0bd281310d4f412733f319a5bc552f86d62cddc5f51d2e392c8787335c994175", size = 11278722 },
+    { url = "https://files.pythonhosted.org/packages/d3/a4/f7edcfa47e0a88cda0be8b068a5bae710bf264f867edfdf7b71584ace362/pandas-2.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:96d31a6b4354e3b9b8a2c848af75d31da390657e3ac6f30c05c82068b9ed79b9", size = 11987803 },
+    { url = "https://files.pythonhosted.org/packages/f6/61/1bce4129f93ab66f1c68b7ed1c12bac6a70b1b56c5dab359c6bbcd480b52/pandas-2.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:df4df0b9d02bb873a106971bb85d448378ef14b86ba96f035f50bbd3688456b4", size = 12766345 },
+    { url = "https://files.pythonhosted.org/packages/8e/46/80d53de70fee835531da3a1dae827a1e76e77a43ad22a8cd0f8142b61587/pandas-2.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:213a5adf93d020b74327cb2c1b842884dbdd37f895f42dcc2f09d451d949f811", size = 13439314 },
+    { url = "https://files.pythonhosted.org/packages/28/30/8114832daff7489f179971dbc1d854109b7f4365a546e3ea75b6516cea95/pandas-2.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:8c13b81a9347eb8c7548f53fd9a4f08d4dfe996836543f805c987bafa03317ae", size = 10983326 },
+    { url = "https://files.pythonhosted.org/packages/27/64/a2f7bf678af502e16b472527735d168b22b7824e45a4d7e96a4fbb634b59/pandas-2.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0c6ecbac99a354a051ef21c5307601093cb9e0f4b1855984a084bfec9302699e", size = 11531061 },
+    { url = "https://files.pythonhosted.org/packages/54/4c/c3d21b2b7769ef2f4c2b9299fcadd601efa6729f1357a8dbce8dd949ed70/pandas-2.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c6f048aa0fd080d6a06cc7e7537c09b53be6642d330ac6f54a600c3ace857ee9", size = 10668666 },
+    { url = "https://files.pythonhosted.org/packages/50/e2/f775ba76ecfb3424d7f5862620841cf0edb592e9abd2d2a5387d305fe7a8/pandas-2.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0064187b80a5be6f2f9c9d6bdde29372468751dfa89f4211a3c5871854cfbf7a", size = 11332835 },
+    { url = "https://files.pythonhosted.org/packages/8f/52/0634adaace9be2d8cac9ef78f05c47f3a675882e068438b9d7ec7ef0c13f/pandas-2.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ac8c320bded4718b298281339c1a50fb00a6ba78cb2a63521c39bec95b0209b", size = 12057211 },
+    { url = "https://files.pythonhosted.org/packages/0b/9d/2df913f14b2deb9c748975fdb2491da1a78773debb25abbc7cbc67c6b549/pandas-2.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:114c2fe4f4328cf98ce5716d1532f3ab79c5919f95a9cfee81d9140064a2e4d6", size = 12749277 },
+    { url = "https://files.pythonhosted.org/packages/87/af/da1a2417026bd14d98c236dba88e39837182459d29dcfcea510b2ac9e8a1/pandas-2.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:48fa91c4dfb3b2b9bfdb5c24cd3567575f4e13f9636810462ffed8925352be5a", size = 13415256 },
+    { url = "https://files.pythonhosted.org/packages/22/3c/f2af1ce8840ef648584a6156489636b5692c162771918aa95707c165ad2b/pandas-2.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:12d039facec710f7ba305786837d0225a3444af7bbd9c15c32ca2d40d157ed8b", size = 10982579 },
+    { url = "https://files.pythonhosted.org/packages/f3/98/8df69c4097a6719e357dc249bf437b8efbde808038268e584421696cbddf/pandas-2.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:c624b615ce97864eb588779ed4046186f967374185c047070545253a52ab2d57", size = 12028163 },
+    { url = "https://files.pythonhosted.org/packages/0e/23/f95cbcbea319f349e10ff90db488b905c6883f03cbabd34f6b03cbc3c044/pandas-2.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0cee69d583b9b128823d9514171cabb6861e09409af805b54459bd0c821a35c2", size = 11391860 },
+    { url = "https://files.pythonhosted.org/packages/ad/1b/6a984e98c4abee22058aa75bfb8eb90dce58cf8d7296f8bc56c14bc330b0/pandas-2.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2319656ed81124982900b4c37f0e0c58c015af9a7bbc62342ba5ad07ace82ba9", size = 11309830 },
+    { url = "https://files.pythonhosted.org/packages/15/d5/f0486090eb18dd8710bf60afeaf638ba6817047c0c8ae5c6a25598665609/pandas-2.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b37205ad6f00d52f16b6d09f406434ba928c1a1966e2771006a9033c736d30d2", size = 11883216 },
+    { url = "https://files.pythonhosted.org/packages/10/86/692050c119696da19e20245bbd650d8dfca6ceb577da027c3a73c62a047e/pandas-2.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:837248b4fc3a9b83b9c6214699a13f069dc13510a6a6d7f9ba33145d2841a012", size = 12699743 },
+    { url = "https://files.pythonhosted.org/packages/cd/d7/612123674d7b17cf345aad0a10289b2a384bff404e0463a83c4a3a59d205/pandas-2.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d2c3554bd31b731cd6490d94a28f3abb8dd770634a9e06eb6d2911b9827db370", size = 13186141 },
+]
+
+[[package]]
+name = "parso"
+version = "0.8.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d4/de/53e0bcf53d13e005bd8c92e7855142494f41171b34c2536b86187474184d/parso-0.8.5.tar.gz", hash = "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a", size = 401205 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/16/32/f8e3c85d1d5250232a5d3477a2a28cc291968ff175caeadaf3cc19ce0e4a/parso-0.8.5-py2.py3-none-any.whl", hash = "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887", size = 106668 },
+]
+
+[[package]]
+name = "partd"
+version = "1.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "locket" },
+    { name = "toolz" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b2/3a/3f06f34820a31257ddcabdfafc2672c5816be79c7e353b02c1f318daa7d4/partd-1.4.2.tar.gz", hash = "sha256:d022c33afbdc8405c226621b015e8067888173d85f7f5ecebb3cafed9a20f02c", size = 21029 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/71/e7/40fb618334dcdf7c5a316c0e7343c5cd82d3d866edc100d98e29bc945ecd/partd-1.4.2-py3-none-any.whl", hash = "sha256:978e4ac767ec4ba5b86c6eaa52e5a2a3bc748a2ca839e8cc798f1cc6ce6efb0f", size = 18905 },
+]
+
+[[package]]
+name = "pexpect"
+version = "4.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "ptyprocess" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/42/92/cc564bf6381ff43ce1f4d06852fc19a2f11d180f23dc32d9588bee2f149d/pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f", size = 166450 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/9e/c3/059298687310d527a58bb01f3b1965787ee3b40dce76752eda8b44e9a2c5/pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523", size = 63772 },
+]
+
+[[package]]
+name = "planetary-computer"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "packaging" },
+    { name = "pydantic" },
+    { name = "pystac" },
+    { name = "pystac-client" },
+    { name = "python-dotenv" },
+    { name = "pytz" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9b/d3/ccfb0e823e9beb72b7e6b749f0985c4db1530d4e4a145b1b5d12f5de417e/planetary-computer-1.0.0.tar.gz", hash = "sha256:5958a8e1d8ba1aafc7ac45878df2d7d03405806ae31ed2e675333faebca960cc", size = 17076 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4f/7a/3965a2b58d172e106c1064af19707d29f86a0142c28ff40185490a0a8cfe/planetary_computer-1.0.0-py3-none-any.whl", hash = "sha256:7af5839f9346c1d23d53fff4e80e955db18a2d81992877816e22dcbc2f90c40d", size = 14163 },
+]
+
+[[package]]
+name = "platformdirs"
+version = "4.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/23/e8/21db9c9987b0e728855bd57bff6984f67952bea55d6f75e055c46b5383e8/platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf", size = 21634 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/40/4b/2028861e724d3bd36227adfa20d3fd24c3fc6d52032f4a93c133be5d17ce/platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85", size = 18654 },
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538 },
+]
+
+[[package]]
+name = "pre-commit"
+version = "4.3.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cfgv" },
+    { name = "identify" },
+    { name = "nodeenv" },
+    { name = "pyyaml" },
+    { name = "virtualenv" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ff/29/7cf5bbc236333876e4b41f56e06857a87937ce4bf91e117a6991a2dbb02a/pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16", size = 193792 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5b/a5/987a405322d78a73b66e39e4a90e4ef156fd7141bf71df987e50717c321b/pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8", size = 220965 },
+]
+
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.52"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "wcwidth" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a1/96/06e01a7b38dce6fe1db213e061a4602dd6032a8a97ef6c1a862537732421/prompt_toolkit-3.0.52.tar.gz", hash = "sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855", size = 434198 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/84/03/0d3ce49e2505ae70cf43bc5bb3033955d2fc9f932163e84dc0779cc47f48/prompt_toolkit-3.0.52-py3-none-any.whl", hash = "sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955", size = 391431 },
+]
+
+[[package]]
+name = "propcache"
+version = "0.3.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/a6/16/43264e4a779dd8588c21a70f0709665ee8f611211bdd2c87d952cfa7c776/propcache-0.3.2.tar.gz", hash = "sha256:20d7d62e4e7ef05f221e0db2856b979540686342e7dd9973b815599c7057e168", size = 44139 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/80/8d/e8b436717ab9c2cfc23b116d2c297305aa4cd8339172a456d61ebf5669b8/propcache-0.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0b8d2f607bd8f80ddc04088bc2a037fdd17884a6fcadc47a96e334d72f3717be", size = 74207 },
+    { url = "https://files.pythonhosted.org/packages/d6/29/1e34000e9766d112171764b9fa3226fa0153ab565d0c242c70e9945318a7/propcache-0.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:06766d8f34733416e2e34f46fea488ad5d60726bb9481d3cddf89a6fa2d9603f", size = 43648 },
+    { url = "https://files.pythonhosted.org/packages/46/92/1ad5af0df781e76988897da39b5f086c2bf0f028b7f9bd1f409bb05b6874/propcache-0.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a2dc1f4a1df4fecf4e6f68013575ff4af84ef6f478fe5344317a65d38a8e6dc9", size = 43496 },
+    { url = "https://files.pythonhosted.org/packages/b3/ce/e96392460f9fb68461fabab3e095cb00c8ddf901205be4eae5ce246e5b7e/propcache-0.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be29c4f4810c5789cf10ddf6af80b041c724e629fa51e308a7a0fb19ed1ef7bf", size = 217288 },
+    { url = "https://files.pythonhosted.org/packages/c5/2a/866726ea345299f7ceefc861a5e782b045545ae6940851930a6adaf1fca6/propcache-0.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:59d61f6970ecbd8ff2e9360304d5c8876a6abd4530cb752c06586849ac8a9dc9", size = 227456 },
+    { url = "https://files.pythonhosted.org/packages/de/03/07d992ccb6d930398689187e1b3c718339a1c06b8b145a8d9650e4726166/propcache-0.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:62180e0b8dbb6b004baec00a7983e4cc52f5ada9cd11f48c3528d8cfa7b96a66", size = 225429 },
+    { url = "https://files.pythonhosted.org/packages/5d/e6/116ba39448753b1330f48ab8ba927dcd6cf0baea8a0ccbc512dfb49ba670/propcache-0.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c144ca294a204c470f18cf4c9d78887810d04a3e2fbb30eea903575a779159df", size = 213472 },
+    { url = "https://files.pythonhosted.org/packages/a6/85/f01f5d97e54e428885a5497ccf7f54404cbb4f906688a1690cd51bf597dc/propcache-0.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c5c2a784234c28854878d68978265617aa6dc0780e53d44b4d67f3651a17a9a2", size = 204480 },
+    { url = "https://files.pythonhosted.org/packages/e3/79/7bf5ab9033b8b8194cc3f7cf1aaa0e9c3256320726f64a3e1f113a812dce/propcache-0.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:5745bc7acdafa978ca1642891b82c19238eadc78ba2aaa293c6863b304e552d7", size = 214530 },
+    { url = "https://files.pythonhosted.org/packages/31/0b/bd3e0c00509b609317df4a18e6b05a450ef2d9a963e1d8bc9c9415d86f30/propcache-0.3.2-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:c0075bf773d66fa8c9d41f66cc132ecc75e5bb9dd7cce3cfd14adc5ca184cb95", size = 205230 },
+    { url = "https://files.pythonhosted.org/packages/7a/23/fae0ff9b54b0de4e819bbe559508da132d5683c32d84d0dc2ccce3563ed4/propcache-0.3.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:5f57aa0847730daceff0497f417c9de353c575d8da3579162cc74ac294c5369e", size = 206754 },
+    { url = "https://files.pythonhosted.org/packages/b7/7f/ad6a3c22630aaa5f618b4dc3c3598974a72abb4c18e45a50b3cdd091eb2f/propcache-0.3.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:eef914c014bf72d18efb55619447e0aecd5fb7c2e3fa7441e2e5d6099bddff7e", size = 218430 },
+    { url = "https://files.pythonhosted.org/packages/5b/2c/ba4f1c0e8a4b4c75910742f0d333759d441f65a1c7f34683b4a74c0ee015/propcache-0.3.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2a4092e8549031e82facf3decdbc0883755d5bbcc62d3aea9d9e185549936dcf", size = 223884 },
+    { url = "https://files.pythonhosted.org/packages/88/e4/ebe30fc399e98572019eee82ad0caf512401661985cbd3da5e3140ffa1b0/propcache-0.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:85871b050f174bc0bfb437efbdb68aaf860611953ed12418e4361bc9c392749e", size = 211480 },
+    { url = "https://files.pythonhosted.org/packages/96/0a/7d5260b914e01d1d0906f7f38af101f8d8ed0dc47426219eeaf05e8ea7c2/propcache-0.3.2-cp311-cp311-win32.whl", hash = "sha256:36c8d9b673ec57900c3554264e630d45980fd302458e4ac801802a7fd2ef7897", size = 37757 },
+    { url = "https://files.pythonhosted.org/packages/e1/2d/89fe4489a884bc0da0c3278c552bd4ffe06a1ace559db5ef02ef24ab446b/propcache-0.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:e53af8cb6a781b02d2ea079b5b853ba9430fcbe18a8e3ce647d5982a3ff69f39", size = 41500 },
+    { url = "https://files.pythonhosted.org/packages/a8/42/9ca01b0a6f48e81615dca4765a8f1dd2c057e0540f6116a27dc5ee01dfb6/propcache-0.3.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:8de106b6c84506b31c27168582cd3cb3000a6412c16df14a8628e5871ff83c10", size = 73674 },
+    { url = "https://files.pythonhosted.org/packages/af/6e/21293133beb550f9c901bbece755d582bfaf2176bee4774000bd4dd41884/propcache-0.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:28710b0d3975117239c76600ea351934ac7b5ff56e60953474342608dbbb6154", size = 43570 },
+    { url = "https://files.pythonhosted.org/packages/0c/c8/0393a0a3a2b8760eb3bde3c147f62b20044f0ddac81e9d6ed7318ec0d852/propcache-0.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce26862344bdf836650ed2487c3d724b00fbfec4233a1013f597b78c1cb73615", size = 43094 },
+    { url = "https://files.pythonhosted.org/packages/37/2c/489afe311a690399d04a3e03b069225670c1d489eb7b044a566511c1c498/propcache-0.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bca54bd347a253af2cf4544bbec232ab982f4868de0dd684246b67a51bc6b1db", size = 226958 },
+    { url = "https://files.pythonhosted.org/packages/9d/ca/63b520d2f3d418c968bf596839ae26cf7f87bead026b6192d4da6a08c467/propcache-0.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:55780d5e9a2ddc59711d727226bb1ba83a22dd32f64ee15594b9392b1f544eb1", size = 234894 },
+    { url = "https://files.pythonhosted.org/packages/11/60/1d0ed6fff455a028d678df30cc28dcee7af77fa2b0e6962ce1df95c9a2a9/propcache-0.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:035e631be25d6975ed87ab23153db6a73426a48db688070d925aa27e996fe93c", size = 233672 },
+    { url = "https://files.pythonhosted.org/packages/37/7c/54fd5301ef38505ab235d98827207176a5c9b2aa61939b10a460ca53e123/propcache-0.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ee6f22b6eaa39297c751d0e80c0d3a454f112f5c6481214fcf4c092074cecd67", size = 224395 },
+    { url = "https://files.pythonhosted.org/packages/ee/1a/89a40e0846f5de05fdc6779883bf46ba980e6df4d2ff8fb02643de126592/propcache-0.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ca3aee1aa955438c4dba34fc20a9f390e4c79967257d830f137bd5a8a32ed3b", size = 212510 },
+    { url = "https://files.pythonhosted.org/packages/5e/33/ca98368586c9566a6b8d5ef66e30484f8da84c0aac3f2d9aec6d31a11bd5/propcache-0.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7a4f30862869fa2b68380d677cc1c5fcf1e0f2b9ea0cf665812895c75d0ca3b8", size = 222949 },
+    { url = "https://files.pythonhosted.org/packages/ba/11/ace870d0aafe443b33b2f0b7efdb872b7c3abd505bfb4890716ad7865e9d/propcache-0.3.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:b77ec3c257d7816d9f3700013639db7491a434644c906a2578a11daf13176251", size = 217258 },
+    { url = "https://files.pythonhosted.org/packages/5b/d2/86fd6f7adffcfc74b42c10a6b7db721d1d9ca1055c45d39a1a8f2a740a21/propcache-0.3.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:cab90ac9d3f14b2d5050928483d3d3b8fb6b4018893fc75710e6aa361ecb2474", size = 213036 },
+    { url = "https://files.pythonhosted.org/packages/07/94/2d7d1e328f45ff34a0a284cf5a2847013701e24c2a53117e7c280a4316b3/propcache-0.3.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:0b504d29f3c47cf6b9e936c1852246c83d450e8e063d50562115a6be6d3a2535", size = 227684 },
+    { url = "https://files.pythonhosted.org/packages/b7/05/37ae63a0087677e90b1d14710e532ff104d44bc1efa3b3970fff99b891dc/propcache-0.3.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:ce2ac2675a6aa41ddb2a0c9cbff53780a617ac3d43e620f8fd77ba1c84dcfc06", size = 234562 },
+    { url = "https://files.pythonhosted.org/packages/a4/7c/3f539fcae630408d0bd8bf3208b9a647ccad10976eda62402a80adf8fc34/propcache-0.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:62b4239611205294cc433845b914131b2a1f03500ff3c1ed093ed216b82621e1", size = 222142 },
+    { url = "https://files.pythonhosted.org/packages/7c/d2/34b9eac8c35f79f8a962546b3e97e9d4b990c420ee66ac8255d5d9611648/propcache-0.3.2-cp312-cp312-win32.whl", hash = "sha256:df4a81b9b53449ebc90cc4deefb052c1dd934ba85012aa912c7ea7b7e38b60c1", size = 37711 },
+    { url = "https://files.pythonhosted.org/packages/19/61/d582be5d226cf79071681d1b46b848d6cb03d7b70af7063e33a2787eaa03/propcache-0.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:7046e79b989d7fe457bb755844019e10f693752d169076138abf17f31380800c", size = 41479 },
+    { url = "https://files.pythonhosted.org/packages/dc/d1/8c747fafa558c603c4ca19d8e20b288aa0c7cda74e9402f50f31eb65267e/propcache-0.3.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ca592ed634a73ca002967458187109265e980422116c0a107cf93d81f95af945", size = 71286 },
+    { url = "https://files.pythonhosted.org/packages/61/99/d606cb7986b60d89c36de8a85d58764323b3a5ff07770a99d8e993b3fa73/propcache-0.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9ecb0aad4020e275652ba3975740f241bd12a61f1a784df044cf7477a02bc252", size = 42425 },
+    { url = "https://files.pythonhosted.org/packages/8c/96/ef98f91bbb42b79e9bb82bdd348b255eb9d65f14dbbe3b1594644c4073f7/propcache-0.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7f08f1cc28bd2eade7a8a3d2954ccc673bb02062e3e7da09bc75d843386b342f", size = 41846 },
+    { url = "https://files.pythonhosted.org/packages/5b/ad/3f0f9a705fb630d175146cd7b1d2bf5555c9beaed54e94132b21aac098a6/propcache-0.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d1a342c834734edb4be5ecb1e9fb48cb64b1e2320fccbd8c54bf8da8f2a84c33", size = 208871 },
+    { url = "https://files.pythonhosted.org/packages/3a/38/2085cda93d2c8b6ec3e92af2c89489a36a5886b712a34ab25de9fbca7992/propcache-0.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8a544caaae1ac73f1fecfae70ded3e93728831affebd017d53449e3ac052ac1e", size = 215720 },
+    { url = "https://files.pythonhosted.org/packages/61/c1/d72ea2dc83ac7f2c8e182786ab0fc2c7bd123a1ff9b7975bee671866fe5f/propcache-0.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:310d11aa44635298397db47a3ebce7db99a4cc4b9bbdfcf6c98a60c8d5261cf1", size = 215203 },
+    { url = "https://files.pythonhosted.org/packages/af/81/b324c44ae60c56ef12007105f1460d5c304b0626ab0cc6b07c8f2a9aa0b8/propcache-0.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4c1396592321ac83157ac03a2023aa6cc4a3cc3cfdecb71090054c09e5a7cce3", size = 206365 },
+    { url = "https://files.pythonhosted.org/packages/09/73/88549128bb89e66d2aff242488f62869014ae092db63ccea53c1cc75a81d/propcache-0.3.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8cabf5b5902272565e78197edb682017d21cf3b550ba0460ee473753f28d23c1", size = 196016 },
+    { url = "https://files.pythonhosted.org/packages/b9/3f/3bdd14e737d145114a5eb83cb172903afba7242f67c5877f9909a20d948d/propcache-0.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0a2f2235ac46a7aa25bdeb03a9e7060f6ecbd213b1f9101c43b3090ffb971ef6", size = 205596 },
+    { url = "https://files.pythonhosted.org/packages/0f/ca/2f4aa819c357d3107c3763d7ef42c03980f9ed5c48c82e01e25945d437c1/propcache-0.3.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:92b69e12e34869a6970fd2f3da91669899994b47c98f5d430b781c26f1d9f387", size = 200977 },
+    { url = "https://files.pythonhosted.org/packages/cd/4a/e65276c7477533c59085251ae88505caf6831c0e85ff8b2e31ebcbb949b1/propcache-0.3.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:54e02207c79968ebbdffc169591009f4474dde3b4679e16634d34c9363ff56b4", size = 197220 },
+    { url = "https://files.pythonhosted.org/packages/7c/54/fc7152e517cf5578278b242396ce4d4b36795423988ef39bb8cd5bf274c8/propcache-0.3.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:4adfb44cb588001f68c5466579d3f1157ca07f7504fc91ec87862e2b8e556b88", size = 210642 },
+    { url = "https://files.pythonhosted.org/packages/b9/80/abeb4a896d2767bf5f1ea7b92eb7be6a5330645bd7fb844049c0e4045d9d/propcache-0.3.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:fd3e6019dc1261cd0291ee8919dd91fbab7b169bb76aeef6c716833a3f65d206", size = 212789 },
+    { url = "https://files.pythonhosted.org/packages/b3/db/ea12a49aa7b2b6d68a5da8293dcf50068d48d088100ac016ad92a6a780e6/propcache-0.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4c181cad81158d71c41a2bce88edce078458e2dd5ffee7eddd6b05da85079f43", size = 205880 },
+    { url = "https://files.pythonhosted.org/packages/d1/e5/9076a0bbbfb65d1198007059c65639dfd56266cf8e477a9707e4b1999ff4/propcache-0.3.2-cp313-cp313-win32.whl", hash = "sha256:8a08154613f2249519e549de2330cf8e2071c2887309a7b07fb56098f5170a02", size = 37220 },
+    { url = "https://files.pythonhosted.org/packages/d3/f5/b369e026b09a26cd77aa88d8fffd69141d2ae00a2abaaf5380d2603f4b7f/propcache-0.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:e41671f1594fc4ab0a6dec1351864713cb3a279910ae8b58f884a88a0a632c05", size = 40678 },
+    { url = "https://files.pythonhosted.org/packages/a4/3a/6ece377b55544941a08d03581c7bc400a3c8cd3c2865900a68d5de79e21f/propcache-0.3.2-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:9a3cf035bbaf035f109987d9d55dc90e4b0e36e04bbbb95af3055ef17194057b", size = 76560 },
+    { url = "https://files.pythonhosted.org/packages/0c/da/64a2bb16418740fa634b0e9c3d29edff1db07f56d3546ca2d86ddf0305e1/propcache-0.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:156c03d07dc1323d8dacaa221fbe028c5c70d16709cdd63502778e6c3ccca1b0", size = 44676 },
+    { url = "https://files.pythonhosted.org/packages/36/7b/f025e06ea51cb72c52fb87e9b395cced02786610b60a3ed51da8af017170/propcache-0.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74413c0ba02ba86f55cf60d18daab219f7e531620c15f1e23d95563f505efe7e", size = 44701 },
+    { url = "https://files.pythonhosted.org/packages/a4/00/faa1b1b7c3b74fc277f8642f32a4c72ba1d7b2de36d7cdfb676db7f4303e/propcache-0.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f066b437bb3fa39c58ff97ab2ca351db465157d68ed0440abecb21715eb24b28", size = 276934 },
+    { url = "https://files.pythonhosted.org/packages/74/ab/935beb6f1756e0476a4d5938ff44bf0d13a055fed880caf93859b4f1baf4/propcache-0.3.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f1304b085c83067914721e7e9d9917d41ad87696bf70f0bc7dee450e9c71ad0a", size = 278316 },
+    { url = "https://files.pythonhosted.org/packages/f8/9d/994a5c1ce4389610838d1caec74bdf0e98b306c70314d46dbe4fcf21a3e2/propcache-0.3.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ab50cef01b372763a13333b4e54021bdcb291fc9a8e2ccb9c2df98be51bcde6c", size = 282619 },
+    { url = "https://files.pythonhosted.org/packages/2b/00/a10afce3d1ed0287cef2e09506d3be9822513f2c1e96457ee369adb9a6cd/propcache-0.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fad3b2a085ec259ad2c2842666b2a0a49dea8463579c606426128925af1ed725", size = 265896 },
+    { url = "https://files.pythonhosted.org/packages/2e/a8/2aa6716ffa566ca57c749edb909ad27884680887d68517e4be41b02299f3/propcache-0.3.2-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:261fa020c1c14deafd54c76b014956e2f86991af198c51139faf41c4d5e83892", size = 252111 },
+    { url = "https://files.pythonhosted.org/packages/36/4f/345ca9183b85ac29c8694b0941f7484bf419c7f0fea2d1e386b4f7893eed/propcache-0.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:46d7f8aa79c927e5f987ee3a80205c987717d3659f035c85cf0c3680526bdb44", size = 268334 },
+    { url = "https://files.pythonhosted.org/packages/3e/ca/fcd54f78b59e3f97b3b9715501e3147f5340167733d27db423aa321e7148/propcache-0.3.2-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:6d8f3f0eebf73e3c0ff0e7853f68be638b4043c65a70517bb575eff54edd8dbe", size = 255026 },
+    { url = "https://files.pythonhosted.org/packages/8b/95/8e6a6bbbd78ac89c30c225210a5c687790e532ba4088afb8c0445b77ef37/propcache-0.3.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:03c89c1b14a5452cf15403e291c0ccd7751d5b9736ecb2c5bab977ad6c5bcd81", size = 250724 },
+    { url = "https://files.pythonhosted.org/packages/ee/b0/0dd03616142baba28e8b2d14ce5df6631b4673850a3d4f9c0f9dd714a404/propcache-0.3.2-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:0cc17efde71e12bbaad086d679ce575268d70bc123a5a71ea7ad76f70ba30bba", size = 268868 },
+    { url = "https://files.pythonhosted.org/packages/c5/98/2c12407a7e4fbacd94ddd32f3b1e3d5231e77c30ef7162b12a60e2dd5ce3/propcache-0.3.2-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:acdf05d00696bc0447e278bb53cb04ca72354e562cf88ea6f9107df8e7fd9770", size = 271322 },
+    { url = "https://files.pythonhosted.org/packages/35/91/9cb56efbb428b006bb85db28591e40b7736847b8331d43fe335acf95f6c8/propcache-0.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:4445542398bd0b5d32df908031cb1b30d43ac848e20470a878b770ec2dcc6330", size = 265778 },
+    { url = "https://files.pythonhosted.org/packages/9a/4c/b0fe775a2bdd01e176b14b574be679d84fc83958335790f7c9a686c1f468/propcache-0.3.2-cp313-cp313t-win32.whl", hash = "sha256:f86e5d7cd03afb3a1db8e9f9f6eff15794e79e791350ac48a8c924e6f439f394", size = 41175 },
+    { url = "https://files.pythonhosted.org/packages/a4/ff/47f08595e3d9b5e149c150f88d9714574f1a7cbd89fe2817158a952674bf/propcache-0.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:9704bedf6e7cbe3c65eca4379a9b53ee6a83749f047808cbb5044d40d7d72198", size = 44857 },
+    { url = "https://files.pythonhosted.org/packages/cc/35/cc0aaecf278bb4575b8555f2b137de5ab821595ddae9da9d3cd1da4072c7/propcache-0.3.2-py3-none-any.whl", hash = "sha256:98f1ec44fb675f5052cccc8e609c46ed23a35a1cfd18545ad4e29002d858a43f", size = 12663 },
+]
+
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/20/e5/16ff212c1e452235a90aeb09066144d0c5a6a8c0834397e03f5224495c4e/ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220", size = 70762 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/22/a6/858897256d0deac81a172289110f31629fc4cee19b6f01283303e18c8db3/ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35", size = 13993 },
+]
+
+[[package]]
+name = "pure-eval"
+version = "0.2.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/cd/05/0a34433a064256a578f1783a10da6df098ceaa4a57bbeaa96a6c0352786b/pure_eval-0.2.3.tar.gz", hash = "sha256:5f4e983f40564c576c7c8635ae88db5956bb2229d7e9237d03b3c0b0190eaf42", size = 19752 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8e/37/efad0257dc6e593a18957422533ff0f87ede7c9c6ea010a2177d738fb82f/pure_eval-0.2.3-py3-none-any.whl", hash = "sha256:1db8e35b67b3d218d818ae653e27f06c3aa420901fa7b081ca98cbedc874e0d0", size = 11842 },
+]
+
+[[package]]
+name = "pycparser"
+version = "2.23"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fe/cf/d2d3b9f5699fb1e4615c8e32ff220203e43b248e1dfcc6736ad9057731ca/pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2", size = 173734 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/e3/59cd50310fc9b59512193629e1984c1f95e5c8ae6e5d8c69532ccc65a7fe/pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934", size = 118140 },
+]
+
+[[package]]
+name = "pydantic"
+version = "2.11.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-types" },
+    { name = "pydantic-core" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ff/5d/09a551ba512d7ca404d785072700d3f6727a02f6f3c24ecfd081c7cf0aa8/pydantic-2.11.9.tar.gz", hash = "sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2", size = 788495 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3e/d3/108f2006987c58e76691d5ae5d200dd3e0f532cb4e5fa3560751c3a1feba/pydantic-2.11.9-py3-none-any.whl", hash = "sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2", size = 444855 },
+]
+
+[[package]]
+name = "pydantic-core"
+version = "2.33.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ad/88/5f2260bdfae97aabf98f1778d43f69574390ad787afb646292a638c923d4/pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc", size = 435195 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3f/8d/71db63483d518cbbf290261a1fc2839d17ff89fce7089e08cad07ccfce67/pydantic_core-2.33.2-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:4c5b0a576fb381edd6d27f0a85915c6daf2f8138dc5c267a57c08a62900758c7", size = 2028584 },
+    { url = "https://files.pythonhosted.org/packages/24/2f/3cfa7244ae292dd850989f328722d2aef313f74ffc471184dc509e1e4e5a/pydantic_core-2.33.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e799c050df38a639db758c617ec771fd8fb7a5f8eaaa4b27b101f266b216a246", size = 1855071 },
+    { url = "https://files.pythonhosted.org/packages/b3/d3/4ae42d33f5e3f50dd467761304be2fa0a9417fbf09735bc2cce003480f2a/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dc46a01bf8d62f227d5ecee74178ffc448ff4e5197c756331f71efcc66dc980f", size = 1897823 },
+    { url = "https://files.pythonhosted.org/packages/f4/f3/aa5976e8352b7695ff808599794b1fba2a9ae2ee954a3426855935799488/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a144d4f717285c6d9234a66778059f33a89096dfb9b39117663fd8413d582dcc", size = 1983792 },
+    { url = "https://files.pythonhosted.org/packages/d5/7a/cda9b5a23c552037717f2b2a5257e9b2bfe45e687386df9591eff7b46d28/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:73cf6373c21bc80b2e0dc88444f41ae60b2f070ed02095754eb5a01df12256de", size = 2136338 },
+    { url = "https://files.pythonhosted.org/packages/2b/9f/b8f9ec8dd1417eb9da784e91e1667d58a2a4a7b7b34cf4af765ef663a7e5/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dc625f4aa79713512d1976fe9f0bc99f706a9dee21dfd1810b4bbbf228d0e8a", size = 2730998 },
+    { url = "https://files.pythonhosted.org/packages/47/bc/cd720e078576bdb8255d5032c5d63ee5c0bf4b7173dd955185a1d658c456/pydantic_core-2.33.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:881b21b5549499972441da4758d662aeea93f1923f953e9cbaff14b8b9565aef", size = 2003200 },
+    { url = "https://files.pythonhosted.org/packages/ca/22/3602b895ee2cd29d11a2b349372446ae9727c32e78a94b3d588a40fdf187/pydantic_core-2.33.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:bdc25f3681f7b78572699569514036afe3c243bc3059d3942624e936ec93450e", size = 2113890 },
+    { url = "https://files.pythonhosted.org/packages/ff/e6/e3c5908c03cf00d629eb38393a98fccc38ee0ce8ecce32f69fc7d7b558a7/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:fe5b32187cbc0c862ee201ad66c30cf218e5ed468ec8dc1cf49dec66e160cc4d", size = 2073359 },
+    { url = "https://files.pythonhosted.org/packages/12/e7/6a36a07c59ebefc8777d1ffdaf5ae71b06b21952582e4b07eba88a421c79/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:bc7aee6f634a6f4a95676fcb5d6559a2c2a390330098dba5e5a5f28a2e4ada30", size = 2245883 },
+    { url = "https://files.pythonhosted.org/packages/16/3f/59b3187aaa6cc0c1e6616e8045b284de2b6a87b027cce2ffcea073adf1d2/pydantic_core-2.33.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:235f45e5dbcccf6bd99f9f472858849f73d11120d76ea8707115415f8e5ebebf", size = 2241074 },
+    { url = "https://files.pythonhosted.org/packages/e0/ed/55532bb88f674d5d8f67ab121a2a13c385df382de2a1677f30ad385f7438/pydantic_core-2.33.2-cp311-cp311-win32.whl", hash = "sha256:6368900c2d3ef09b69cb0b913f9f8263b03786e5b2a387706c5afb66800efd51", size = 1910538 },
+    { url = "https://files.pythonhosted.org/packages/fe/1b/25b7cccd4519c0b23c2dd636ad39d381abf113085ce4f7bec2b0dc755eb1/pydantic_core-2.33.2-cp311-cp311-win_amd64.whl", hash = "sha256:1e063337ef9e9820c77acc768546325ebe04ee38b08703244c1309cccc4f1bab", size = 1952909 },
+    { url = "https://files.pythonhosted.org/packages/49/a9/d809358e49126438055884c4366a1f6227f0f84f635a9014e2deb9b9de54/pydantic_core-2.33.2-cp311-cp311-win_arm64.whl", hash = "sha256:6b99022f1d19bc32a4c2a0d544fc9a76e3be90f0b3f4af413f87d38749300e65", size = 1897786 },
+    { url = "https://files.pythonhosted.org/packages/18/8a/2b41c97f554ec8c71f2a8a5f85cb56a8b0956addfe8b0efb5b3d77e8bdc3/pydantic_core-2.33.2-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:a7ec89dc587667f22b6a0b6579c249fca9026ce7c333fc142ba42411fa243cdc", size = 2009000 },
+    { url = "https://files.pythonhosted.org/packages/a1/02/6224312aacb3c8ecbaa959897af57181fb6cf3a3d7917fd44d0f2917e6f2/pydantic_core-2.33.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3c6db6e52c6d70aa0d00d45cdb9b40f0433b96380071ea80b09277dba021ddf7", size = 1847996 },
+    { url = "https://files.pythonhosted.org/packages/d6/46/6dcdf084a523dbe0a0be59d054734b86a981726f221f4562aed313dbcb49/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e61206137cbc65e6d5256e1166f88331d3b6238e082d9f74613b9b765fb9025", size = 1880957 },
+    { url = "https://files.pythonhosted.org/packages/ec/6b/1ec2c03837ac00886ba8160ce041ce4e325b41d06a034adbef11339ae422/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:eb8c529b2819c37140eb51b914153063d27ed88e3bdc31b71198a198e921e011", size = 1964199 },
+    { url = "https://files.pythonhosted.org/packages/2d/1d/6bf34d6adb9debd9136bd197ca72642203ce9aaaa85cfcbfcf20f9696e83/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c52b02ad8b4e2cf14ca7b3d918f3eb0ee91e63b3167c32591e57c4317e134f8f", size = 2120296 },
+    { url = "https://files.pythonhosted.org/packages/e0/94/2bd0aaf5a591e974b32a9f7123f16637776c304471a0ab33cf263cf5591a/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:96081f1605125ba0855dfda83f6f3df5ec90c61195421ba72223de35ccfb2f88", size = 2676109 },
+    { url = "https://files.pythonhosted.org/packages/f9/41/4b043778cf9c4285d59742281a769eac371b9e47e35f98ad321349cc5d61/pydantic_core-2.33.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f57a69461af2a5fa6e6bbd7a5f60d3b7e6cebb687f55106933188e79ad155c1", size = 2002028 },
+    { url = "https://files.pythonhosted.org/packages/cb/d5/7bb781bf2748ce3d03af04d5c969fa1308880e1dca35a9bd94e1a96a922e/pydantic_core-2.33.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:572c7e6c8bb4774d2ac88929e3d1f12bc45714ae5ee6d9a788a9fb35e60bb04b", size = 2100044 },
+    { url = "https://files.pythonhosted.org/packages/fe/36/def5e53e1eb0ad896785702a5bbfd25eed546cdcf4087ad285021a90ed53/pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:db4b41f9bd95fbe5acd76d89920336ba96f03e149097365afe1cb092fceb89a1", size = 2058881 },
+    { url = "https://files.pythonhosted.org/packages/01/6c/57f8d70b2ee57fc3dc8b9610315949837fa8c11d86927b9bb044f8705419/pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:fa854f5cf7e33842a892e5c73f45327760bc7bc516339fda888c75ae60edaeb6", size = 2227034 },
+    { url = "https://files.pythonhosted.org/packages/27/b9/9c17f0396a82b3d5cbea4c24d742083422639e7bb1d5bf600e12cb176a13/pydantic_core-2.33.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:5f483cfb75ff703095c59e365360cb73e00185e01aaea067cd19acffd2ab20ea", size = 2234187 },
+    { url = "https://files.pythonhosted.org/packages/b0/6a/adf5734ffd52bf86d865093ad70b2ce543415e0e356f6cacabbc0d9ad910/pydantic_core-2.33.2-cp312-cp312-win32.whl", hash = "sha256:9cb1da0f5a471435a7bc7e439b8a728e8b61e59784b2af70d7c169f8dd8ae290", size = 1892628 },
+    { url = "https://files.pythonhosted.org/packages/43/e4/5479fecb3606c1368d496a825d8411e126133c41224c1e7238be58b87d7e/pydantic_core-2.33.2-cp312-cp312-win_amd64.whl", hash = "sha256:f941635f2a3d96b2973e867144fde513665c87f13fe0e193c158ac51bfaaa7b2", size = 1955866 },
+    { url = "https://files.pythonhosted.org/packages/0d/24/8b11e8b3e2be9dd82df4b11408a67c61bb4dc4f8e11b5b0fc888b38118b5/pydantic_core-2.33.2-cp312-cp312-win_arm64.whl", hash = "sha256:cca3868ddfaccfbc4bfb1d608e2ccaaebe0ae628e1416aeb9c4d88c001bb45ab", size = 1888894 },
+    { url = "https://files.pythonhosted.org/packages/46/8c/99040727b41f56616573a28771b1bfa08a3d3fe74d3d513f01251f79f172/pydantic_core-2.33.2-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:1082dd3e2d7109ad8b7da48e1d4710c8d06c253cbc4a27c1cff4fbcaa97a9e3f", size = 2015688 },
+    { url = "https://files.pythonhosted.org/packages/3a/cc/5999d1eb705a6cefc31f0b4a90e9f7fc400539b1a1030529700cc1b51838/pydantic_core-2.33.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f517ca031dfc037a9c07e748cefd8d96235088b83b4f4ba8939105d20fa1dcd6", size = 1844808 },
+    { url = "https://files.pythonhosted.org/packages/6f/5e/a0a7b8885c98889a18b6e376f344da1ef323d270b44edf8174d6bce4d622/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a9f2c9dd19656823cb8250b0724ee9c60a82f3cdf68a080979d13092a3b0fef", size = 1885580 },
+    { url = "https://files.pythonhosted.org/packages/3b/2a/953581f343c7d11a304581156618c3f592435523dd9d79865903272c256a/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2b0a451c263b01acebe51895bfb0e1cc842a5c666efe06cdf13846c7418caa9a", size = 1973859 },
+    { url = "https://files.pythonhosted.org/packages/e6/55/f1a813904771c03a3f97f676c62cca0c0a4138654107c1b61f19c644868b/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ea40a64d23faa25e62a70ad163571c0b342b8bf66d5fa612ac0dec4f069d916", size = 2120810 },
+    { url = "https://files.pythonhosted.org/packages/aa/c3/053389835a996e18853ba107a63caae0b9deb4a276c6b472931ea9ae6e48/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:0fb2d542b4d66f9470e8065c5469ec676978d625a8b7a363f07d9a501a9cb36a", size = 2676498 },
+    { url = "https://files.pythonhosted.org/packages/eb/3c/f4abd740877a35abade05e437245b192f9d0ffb48bbbbd708df33d3cda37/pydantic_core-2.33.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9fdac5d6ffa1b5a83bca06ffe7583f5576555e6c8b3a91fbd25ea7780f825f7d", size = 2000611 },
+    { url = "https://files.pythonhosted.org/packages/59/a7/63ef2fed1837d1121a894d0ce88439fe3e3b3e48c7543b2a4479eb99c2bd/pydantic_core-2.33.2-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:04a1a413977ab517154eebb2d326da71638271477d6ad87a769102f7c2488c56", size = 2107924 },
+    { url = "https://files.pythonhosted.org/packages/04/8f/2551964ef045669801675f1cfc3b0d74147f4901c3ffa42be2ddb1f0efc4/pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:c8e7af2f4e0194c22b5b37205bfb293d166a7344a5b0d0eaccebc376546d77d5", size = 2063196 },
+    { url = "https://files.pythonhosted.org/packages/26/bd/d9602777e77fc6dbb0c7db9ad356e9a985825547dce5ad1d30ee04903918/pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:5c92edd15cd58b3c2d34873597a1e20f13094f59cf88068adb18947df5455b4e", size = 2236389 },
+    { url = "https://files.pythonhosted.org/packages/42/db/0e950daa7e2230423ab342ae918a794964b053bec24ba8af013fc7c94846/pydantic_core-2.33.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:65132b7b4a1c0beded5e057324b7e16e10910c106d43675d9bd87d4f38dde162", size = 2239223 },
+    { url = "https://files.pythonhosted.org/packages/58/4d/4f937099c545a8a17eb52cb67fe0447fd9a373b348ccfa9a87f141eeb00f/pydantic_core-2.33.2-cp313-cp313-win32.whl", hash = "sha256:52fb90784e0a242bb96ec53f42196a17278855b0f31ac7c3cc6f5c1ec4811849", size = 1900473 },
+    { url = "https://files.pythonhosted.org/packages/a0/75/4a0a9bac998d78d889def5e4ef2b065acba8cae8c93696906c3a91f310ca/pydantic_core-2.33.2-cp313-cp313-win_amd64.whl", hash = "sha256:c083a3bdd5a93dfe480f1125926afcdbf2917ae714bdb80b36d34318b2bec5d9", size = 1955269 },
+    { url = "https://files.pythonhosted.org/packages/f9/86/1beda0576969592f1497b4ce8e7bc8cbdf614c352426271b1b10d5f0aa64/pydantic_core-2.33.2-cp313-cp313-win_arm64.whl", hash = "sha256:e80b087132752f6b3d714f041ccf74403799d3b23a72722ea2e6ba2e892555b9", size = 1893921 },
+    { url = "https://files.pythonhosted.org/packages/a4/7d/e09391c2eebeab681df2b74bfe6c43422fffede8dc74187b2b0bf6fd7571/pydantic_core-2.33.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61c18fba8e5e9db3ab908620af374db0ac1baa69f0f32df4f61ae23f15e586ac", size = 1806162 },
+    { url = "https://files.pythonhosted.org/packages/f1/3d/847b6b1fed9f8ed3bb95a9ad04fbd0b212e832d4f0f50ff4d9ee5a9f15cf/pydantic_core-2.33.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95237e53bb015f67b63c91af7518a62a8660376a6a0db19b89acc77a4d6199f5", size = 1981560 },
+    { url = "https://files.pythonhosted.org/packages/6f/9a/e73262f6c6656262b5fdd723ad90f518f579b7bc8622e43a942eec53c938/pydantic_core-2.33.2-cp313-cp313t-win_amd64.whl", hash = "sha256:c2fc0a768ef76c15ab9238afa6da7f69895bb5d1ee83aeea2e3509af4472d0b9", size = 1935777 },
+    { url = "https://files.pythonhosted.org/packages/7b/27/d4ae6487d73948d6f20dddcd94be4ea43e74349b56eba82e9bdee2d7494c/pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:dd14041875d09cc0f9308e37a6f8b65f5585cf2598a53aa0123df8b129d481f8", size = 2025200 },
+    { url = "https://files.pythonhosted.org/packages/f1/b8/b3cb95375f05d33801024079b9392a5ab45267a63400bf1866e7ce0f0de4/pydantic_core-2.33.2-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d87c561733f66531dced0da6e864f44ebf89a8fba55f31407b00c2f7f9449593", size = 1859123 },
+    { url = "https://files.pythonhosted.org/packages/05/bc/0d0b5adeda59a261cd30a1235a445bf55c7e46ae44aea28f7bd6ed46e091/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2f82865531efd18d6e07a04a17331af02cb7a651583c418df8266f17a63c6612", size = 1892852 },
+    { url = "https://files.pythonhosted.org/packages/3e/11/d37bdebbda2e449cb3f519f6ce950927b56d62f0b84fd9cb9e372a26a3d5/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bfb5112df54209d820d7bf9317c7a6c9025ea52e49f46b6a2060104bba37de7", size = 2067484 },
+    { url = "https://files.pythonhosted.org/packages/8c/55/1f95f0a05ce72ecb02a8a8a1c3be0579bbc29b1d5ab68f1378b7bebc5057/pydantic_core-2.33.2-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:64632ff9d614e5eecfb495796ad51b0ed98c453e447a76bcbeeb69615079fc7e", size = 2108896 },
+    { url = "https://files.pythonhosted.org/packages/53/89/2b2de6c81fa131f423246a9109d7b2a375e83968ad0800d6e57d0574629b/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:f889f7a40498cc077332c7ab6b4608d296d852182211787d4f3ee377aaae66e8", size = 2069475 },
+    { url = "https://files.pythonhosted.org/packages/b8/e9/1f7efbe20d0b2b10f6718944b5d8ece9152390904f29a78e68d4e7961159/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:de4b83bb311557e439b9e186f733f6c645b9417c84e2eb8203f3f820a4b988bf", size = 2239013 },
+    { url = "https://files.pythonhosted.org/packages/3c/b2/5309c905a93811524a49b4e031e9851a6b00ff0fb668794472ea7746b448/pydantic_core-2.33.2-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:82f68293f055f51b51ea42fafc74b6aad03e70e191799430b90c13d643059ebb", size = 2238715 },
+    { url = "https://files.pythonhosted.org/packages/32/56/8a7ca5d2cd2cda1d245d34b1c9a942920a718082ae8e54e5f3e5a58b7add/pydantic_core-2.33.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:329467cecfb529c925cf2bbd4d60d2c509bc2fb52a20c1045bf09bb70971a9c1", size = 2066757 },
+]
+
+[[package]]
+name = "pygments"
+version = "2.19.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b0/77/a5b8c569bf593b0140bde72ea885a803b82086995367bf2037de0159d924/pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887", size = 4968631 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b", size = 1225217 },
+]
+
+[[package]]
+name = "pyjwt"
+version = "2.10.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e7/46/bd74733ff231675599650d3e47f361794b22ef3e3770998dda30d3b63726/pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953", size = 87785 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/61/ad/689f02752eeec26aed679477e80e632ef1b682313be70793d798c1d5fc8f/PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb", size = 22997 },
+]
+
+[package.optional-dependencies]
+crypto = [
+    { name = "cryptography" },
+]
+
+[[package]]
+name = "pyparsing"
+version = "3.2.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/98/c9/b4594e6a81371dfa9eb7a2c110ad682acf985d96115ae8b25a1d63b4bf3b/pyparsing-3.2.4.tar.gz", hash = "sha256:fff89494f45559d0f2ce46613b419f632bbb6afbdaed49696d322bcf98a58e99", size = 1098809 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/53/b8/fbab973592e23ae313042d450fc26fa24282ebffba21ba373786e1ce63b4/pyparsing-3.2.4-py3-none-any.whl", hash = "sha256:91d0fcde680d42cd031daf3a6ba20da3107e08a75de50da58360e7d94ab24d36", size = 113869 },
+]
+
+[[package]]
+name = "pyproj"
+version = "3.7.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "certifi" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/04/90/67bd7260b4ea9b8b20b4f58afef6c223ecb3abf368eb4ec5bc2cdef81b49/pyproj-3.7.2.tar.gz", hash = "sha256:39a0cf1ecc7e282d1d30f36594ebd55c9fae1fda8a2622cee5d100430628f88c", size = 226279 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a6/bd/f205552cd1713b08f93b09e39a3ec99edef0b3ebbbca67b486fdf1abe2de/pyproj-3.7.2-cp311-cp311-macosx_13_0_x86_64.whl", hash = "sha256:2514d61f24c4e0bb9913e2c51487ecdaeca5f8748d8313c933693416ca41d4d5", size = 6227022 },
+    { url = "https://files.pythonhosted.org/packages/75/4c/9a937e659b8b418ab573c6d340d27e68716928953273e0837e7922fcac34/pyproj-3.7.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:8693ca3892d82e70de077701ee76dd13d7bca4ae1c9d1e739d72004df015923a", size = 4625810 },
+    { url = "https://files.pythonhosted.org/packages/c0/7d/a9f41e814dc4d1dc54e95b2ccaf0b3ebe3eb18b1740df05fe334724c3d89/pyproj-3.7.2-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:5e26484d80fea56273ed1555abaea161e9661d81a6c07815d54b8e883d4ceb25", size = 9638694 },
+    { url = "https://files.pythonhosted.org/packages/ad/ab/9bdb4a6216b712a1f9aab1c0fcbee5d3726f34a366f29c3e8c08a78d6b70/pyproj-3.7.2-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:281cb92847814e8018010c48b4069ff858a30236638631c1a91dd7bfa68f8a8a", size = 9493977 },
+    { url = "https://files.pythonhosted.org/packages/c9/db/2db75b1b6190f1137b1c4e8ef6a22e1c338e46320f6329bfac819143e063/pyproj-3.7.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9c8577f0b7bb09118ec2e57e3babdc977127dd66326d6c5d755c76b063e6d9dc", size = 10841151 },
+    { url = "https://files.pythonhosted.org/packages/89/f7/989643394ba23a286e9b7b3f09981496172f9e0d4512457ffea7dc47ffc7/pyproj-3.7.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a23f59904fac3a5e7364b3aa44d288234af267ca041adb2c2b14a903cd5d3ac5", size = 10751585 },
+    { url = "https://files.pythonhosted.org/packages/53/6d/ad928fe975a6c14a093c92e6a319ca18f479f3336bb353a740bdba335681/pyproj-3.7.2-cp311-cp311-win32.whl", hash = "sha256:f2af4ed34b2cf3e031a2d85b067a3ecbd38df073c567e04b52fa7a0202afde8a", size = 5908533 },
+    { url = "https://files.pythonhosted.org/packages/79/e0/b95584605cec9ed50b7ebaf7975d1c4ddeec5a86b7a20554ed8b60042bd7/pyproj-3.7.2-cp311-cp311-win_amd64.whl", hash = "sha256:0b7cb633565129677b2a183c4d807c727d1c736fcb0568a12299383056e67433", size = 6320742 },
+    { url = "https://files.pythonhosted.org/packages/b7/4d/536e8f93bca808175c2d0a5ac9fdf69b960d8ab6b14f25030dccb07464d7/pyproj-3.7.2-cp311-cp311-win_arm64.whl", hash = "sha256:38b08d85e3a38e455625b80e9eb9f78027c8e2649a21dec4df1f9c3525460c71", size = 6245772 },
+    { url = "https://files.pythonhosted.org/packages/8d/ab/9893ea9fb066be70ed9074ae543914a618c131ed8dff2da1e08b3a4df4db/pyproj-3.7.2-cp312-cp312-macosx_13_0_x86_64.whl", hash = "sha256:0a9bb26a6356fb5b033433a6d1b4542158fb71e3c51de49b4c318a1dff3aeaab", size = 6219832 },
+    { url = "https://files.pythonhosted.org/packages/53/78/4c64199146eed7184eb0e85bedec60a4aa8853b6ffe1ab1f3a8b962e70a0/pyproj-3.7.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:567caa03021178861fad27fabde87500ec6d2ee173dd32f3e2d9871e40eebd68", size = 4620650 },
+    { url = "https://files.pythonhosted.org/packages/b6/ac/14a78d17943898a93ef4f8c6a9d4169911c994e3161e54a7cedeba9d8dde/pyproj-3.7.2-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:c203101d1dc3c038a56cff0447acc515dd29d6e14811406ac539c21eed422b2a", size = 9667087 },
+    { url = "https://files.pythonhosted.org/packages/b8/be/212882c450bba74fc8d7d35cbd57e4af84792f0a56194819d98106b075af/pyproj-3.7.2-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:1edc34266c0c23ced85f95a1ee8b47c9035eae6aca5b6b340327250e8e281630", size = 9552797 },
+    { url = "https://files.pythonhosted.org/packages/ba/c0/c0f25c87b5d2a8686341c53c1792a222a480d6c9caf60311fec12c99ec26/pyproj-3.7.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:aa9f26c21bc0e2dc3d224cb1eb4020cf23e76af179a7c66fea49b828611e4260", size = 10837036 },
+    { url = "https://files.pythonhosted.org/packages/5d/37/5cbd6772addde2090c91113332623a86e8c7d583eccb2ad02ea634c4a89f/pyproj-3.7.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:f9428b318530625cb389b9ddc9c51251e172808a4af79b82809376daaeabe5e9", size = 10775952 },
+    { url = "https://files.pythonhosted.org/packages/69/a1/dc250e3cf83eb4b3b9a2cf86fdb5e25288bd40037ae449695550f9e96b2f/pyproj-3.7.2-cp312-cp312-win32.whl", hash = "sha256:b3d99ed57d319da042f175f4554fc7038aa4bcecc4ac89e217e350346b742c9d", size = 5898872 },
+    { url = "https://files.pythonhosted.org/packages/4a/a6/6fe724b72b70f2b00152d77282e14964d60ab092ec225e67c196c9b463e5/pyproj-3.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:11614a054cd86a2ed968a657d00987a86eeb91fdcbd9ad3310478685dc14a128", size = 6312176 },
+    { url = "https://files.pythonhosted.org/packages/5d/68/915cc32c02a91e76d02c8f55d5a138d6ef9e47a0d96d259df98f4842e558/pyproj-3.7.2-cp312-cp312-win_arm64.whl", hash = "sha256:509a146d1398bafe4f53273398c3bb0b4732535065fa995270e52a9d3676bca3", size = 6233452 },
+    { url = "https://files.pythonhosted.org/packages/be/14/faf1b90d267cea68d7e70662e7f88cefdb1bc890bd596c74b959e0517a72/pyproj-3.7.2-cp313-cp313-macosx_13_0_x86_64.whl", hash = "sha256:19466e529b1b15eeefdf8ff26b06fa745856c044f2f77bf0edbae94078c1dfa1", size = 6214580 },
+    { url = "https://files.pythonhosted.org/packages/35/48/da9a45b184d375f62667f62eba0ca68569b0bd980a0bb7ffcc1d50440520/pyproj-3.7.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:c79b9b84c4a626c5dc324c0d666be0bfcebd99f7538d66e8898c2444221b3da7", size = 4615388 },
+    { url = "https://files.pythonhosted.org/packages/5e/e7/d2b459a4a64bca328b712c1b544e109df88e5c800f7c143cfbc404d39bfb/pyproj-3.7.2-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:ceecf374cacca317bc09e165db38ac548ee3cad07c3609442bd70311c59c21aa", size = 9628455 },
+    { url = "https://files.pythonhosted.org/packages/f8/85/c2b1706e51942de19076eff082f8495e57d5151364e78b5bef4af4a1d94a/pyproj-3.7.2-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:5141a538ffdbe4bfd157421828bb2e07123a90a7a2d6f30fa1462abcfb5ce681", size = 9514269 },
+    { url = "https://files.pythonhosted.org/packages/34/38/07a9b89ae7467872f9a476883a5bad9e4f4d1219d31060f0f2b282276cbe/pyproj-3.7.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f000841e98ea99acbb7b8ca168d67773b0191de95187228a16110245c5d954d5", size = 10808437 },
+    { url = "https://files.pythonhosted.org/packages/12/56/fda1daeabbd39dec5b07f67233d09f31facb762587b498e6fc4572be9837/pyproj-3.7.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8115faf2597f281a42ab608ceac346b4eb1383d3b45ab474fd37341c4bf82a67", size = 10745540 },
+    { url = "https://files.pythonhosted.org/packages/0d/90/c793182cbba65a39a11db2ac6b479fe76c59e6509ae75e5744c344a0da9d/pyproj-3.7.2-cp313-cp313-win32.whl", hash = "sha256:f18c0579dd6be00b970cb1a6719197fceecc407515bab37da0066f0184aafdf3", size = 5896506 },
+    { url = "https://files.pythonhosted.org/packages/be/0f/747974129cf0d800906f81cd25efd098c96509026e454d4b66868779ab04/pyproj-3.7.2-cp313-cp313-win_amd64.whl", hash = "sha256:bb41c29d5f60854b1075853fe80c58950b398d4ebb404eb532536ac8d2834ed7", size = 6310195 },
+    { url = "https://files.pythonhosted.org/packages/82/64/fc7598a53172c4931ec6edf5228280663063150625d3f6423b4c20f9daff/pyproj-3.7.2-cp313-cp313-win_arm64.whl", hash = "sha256:2b617d573be4118c11cd96b8891a0b7f65778fa7733ed8ecdb297a447d439100", size = 6230748 },
+    { url = "https://files.pythonhosted.org/packages/aa/f0/611dd5cddb0d277f94b7af12981f56e1441bf8d22695065d4f0df5218498/pyproj-3.7.2-cp313-cp313t-macosx_13_0_x86_64.whl", hash = "sha256:d27b48f0e81beeaa2b4d60c516c3a1cfbb0c7ff6ef71256d8e9c07792f735279", size = 6241729 },
+    { url = "https://files.pythonhosted.org/packages/15/93/40bd4a6c523ff9965e480870611aed7eda5aa2c6128c6537345a2b77b542/pyproj-3.7.2-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:55a3610d75023c7b1c6e583e48ef8f62918e85a2ae81300569d9f104d6684bb6", size = 4652497 },
+    { url = "https://files.pythonhosted.org/packages/1b/ae/7150ead53c117880b35e0d37960d3138fe640a235feb9605cb9386f50bb0/pyproj-3.7.2-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:8d7349182fa622696787cc9e195508d2a41a64765da9b8a6bee846702b9e6220", size = 9942610 },
+    { url = "https://files.pythonhosted.org/packages/d8/17/7a4a7eafecf2b46ab64e5c08176c20ceb5844b503eaa551bf12ccac77322/pyproj-3.7.2-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:d230b186eb876ed4f29a7c5ee310144c3a0e44e89e55f65fb3607e13f6db337c", size = 9692390 },
+    { url = "https://files.pythonhosted.org/packages/c3/55/ae18f040f6410f0ea547a21ada7ef3e26e6c82befa125b303b02759c0e9d/pyproj-3.7.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:237499c7862c578d0369e2b8ac56eec550e391a025ff70e2af8417139dabb41c", size = 11047596 },
+    { url = "https://files.pythonhosted.org/packages/e6/2e/d3fff4d2909473f26ae799f9dda04caa322c417a51ff3b25763f7d03b233/pyproj-3.7.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8c225f5978abd506fd9a78eaaf794435e823c9156091cabaab5374efb29d7f69", size = 10896975 },
+    { url = "https://files.pythonhosted.org/packages/f2/bc/8fc7d3963d87057b7b51ebe68c1e7c51c23129eee5072ba6b86558544a46/pyproj-3.7.2-cp313-cp313t-win32.whl", hash = "sha256:2da731876d27639ff9d2d81c151f6ab90a1546455fabd93368e753047be344a2", size = 5953057 },
+    { url = "https://files.pythonhosted.org/packages/cc/27/ea9809966cc47d2d51e6d5ae631ea895f7c7c7b9b3c29718f900a8f7d197/pyproj-3.7.2-cp313-cp313t-win_amd64.whl", hash = "sha256:f54d91ae18dd23b6c0ab48126d446820e725419da10617d86a1b69ada6d881d3", size = 6375414 },
+    { url = "https://files.pythonhosted.org/packages/5b/f8/1ef0129fba9a555c658e22af68989f35e7ba7b9136f25758809efec0cd6e/pyproj-3.7.2-cp313-cp313t-win_arm64.whl", hash = "sha256:fc52ba896cfc3214dc9f9ca3c0677a623e8fdd096b257c14a31e719d21ff3fdd", size = 6262501 },
+    { url = "https://files.pythonhosted.org/packages/42/17/c2b050d3f5b71b6edd0d96ae16c990fdc42a5f1366464a5c2772146de33a/pyproj-3.7.2-cp314-cp314-macosx_13_0_x86_64.whl", hash = "sha256:2aaa328605ace41db050d06bac1adc11f01b71fe95c18661497763116c3a0f02", size = 6214541 },
+    { url = "https://files.pythonhosted.org/packages/03/68/68ada9c8aea96ded09a66cfd9bf87aa6db8c2edebe93f5bf9b66b0143fbc/pyproj-3.7.2-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:35dccbce8201313c596a970fde90e33605248b66272595c061b511c8100ccc08", size = 4617456 },
+    { url = "https://files.pythonhosted.org/packages/81/e4/4c50ceca7d0e937977866b02cb64e6ccf4df979a5871e521f9e255df6073/pyproj-3.7.2-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:25b0b7cb0042444c29a164b993c45c1b8013d6c48baa61dc1160d834a277e83b", size = 9615590 },
+    { url = "https://files.pythonhosted.org/packages/05/1e/ada6fb15a1d75b5bd9b554355a69a798c55a7dcc93b8d41596265c1772e3/pyproj-3.7.2-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:85def3a6388e9ba51f964619aa002a9d2098e77c6454ff47773bb68871024281", size = 9474960 },
+    { url = "https://files.pythonhosted.org/packages/51/07/9d48ad0a8db36e16f842f2c8a694c1d9d7dcf9137264846bef77585a71f3/pyproj-3.7.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b1bccefec3875ab81eabf49059e2b2ea77362c178b66fd3528c3e4df242f1516", size = 10799478 },
+    { url = "https://files.pythonhosted.org/packages/85/cf/2f812b529079f72f51ff2d6456b7fef06c01735e5cfd62d54ffb2b548028/pyproj-3.7.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d5371ca114d6990b675247355a801925814eca53e6c4b2f1b5c0a956336ee36e", size = 10710030 },
+    { url = "https://files.pythonhosted.org/packages/99/9b/4626a19e1f03eba4c0e77b91a6cf0f73aa9cb5d51a22ee385c22812bcc2c/pyproj-3.7.2-cp314-cp314-win32.whl", hash = "sha256:77f066626030f41be543274f5ac79f2a511fe89860ecd0914f22131b40a0ec25", size = 5991181 },
+    { url = "https://files.pythonhosted.org/packages/04/b2/5a6610554306a83a563080c2cf2c57565563eadd280e15388efa00fb5b33/pyproj-3.7.2-cp314-cp314-win_amd64.whl", hash = "sha256:5a964da1696b8522806f4276ab04ccfff8f9eb95133a92a25900697609d40112", size = 6434721 },
+    { url = "https://files.pythonhosted.org/packages/ae/ce/6c910ea2e1c74ef673c5d48c482564b8a7824a44c4e35cca2e765b68cfcc/pyproj-3.7.2-cp314-cp314-win_arm64.whl", hash = "sha256:e258ab4dbd3cf627809067c0ba8f9884ea76c8e5999d039fb37a1619c6c3e1f6", size = 6363821 },
+    { url = "https://files.pythonhosted.org/packages/e4/e4/5532f6f7491812ba782a2177fe9de73fd8e2912b59f46a1d056b84b9b8f2/pyproj-3.7.2-cp314-cp314t-macosx_13_0_x86_64.whl", hash = "sha256:bbbac2f930c6d266f70ec75df35ef851d96fdb3701c674f42fd23a9314573b37", size = 6241773 },
+    { url = "https://files.pythonhosted.org/packages/20/1f/0938c3f2bbbef1789132d1726d9b0e662f10cfc22522743937f421ad664e/pyproj-3.7.2-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:b7544e0a3d6339dc9151e9c8f3ea62a936ab7cc446a806ec448bbe86aebb979b", size = 4652537 },
+    { url = "https://files.pythonhosted.org/packages/c7/a8/488b1ed47d25972f33874f91f09ca8f2227902f05f63a2b80dc73e7b1c97/pyproj-3.7.2-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:f7f5133dca4c703e8acadf6f30bc567d39a42c6af321e7f81975c2518f3ed357", size = 9940864 },
+    { url = "https://files.pythonhosted.org/packages/c7/cc/7f4c895d0cb98e47b6a85a6d79eaca03eb266129eed2f845125c09cf31ff/pyproj-3.7.2-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:5aff3343038d7426aa5076f07feb88065f50e0502d1b0d7c22ddfdd2c75a3f81", size = 9688868 },
+    { url = "https://files.pythonhosted.org/packages/b2/b7/c7e306b8bb0f071d9825b753ee4920f066c40fbfcce9372c4f3cfb2fc4ed/pyproj-3.7.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:b0552178c61f2ac1c820d087e8ba6e62b29442debddbb09d51c4bf8acc84d888", size = 11045910 },
+    { url = "https://files.pythonhosted.org/packages/42/fb/538a4d2df695980e2dde5c04d965fbdd1fe8c20a3194dc4aaa3952a4d1be/pyproj-3.7.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:47d87db2d2c436c5fd0409b34d70bb6cdb875cca2ebe7a9d1c442367b0ab8d59", size = 10895724 },
+    { url = "https://files.pythonhosted.org/packages/e8/8b/a3f0618b03957de9db5489a04558a8826f43906628bb0b766033aa3b5548/pyproj-3.7.2-cp314-cp314t-win32.whl", hash = "sha256:c9b6f1d8ad3e80a0ee0903a778b6ece7dca1d1d40f6d114ae01bc8ddbad971aa", size = 6056848 },
+    { url = "https://files.pythonhosted.org/packages/bc/56/413240dd5149dd3291eda55aa55a659da4431244a2fd1319d0ae89407cfb/pyproj-3.7.2-cp314-cp314t-win_amd64.whl", hash = "sha256:1914e29e27933ba6f9822663ee0600f169014a2859f851c054c88cf5ea8a333c", size = 6517676 },
+    { url = "https://files.pythonhosted.org/packages/15/73/a7141a1a0559bf1a7aa42a11c879ceb19f02f5c6c371c6d57fd86cefd4d1/pyproj-3.7.2-cp314-cp314t-win_arm64.whl", hash = "sha256:d9d25bae416a24397e0d85739f84d323b55f6511e45a522dd7d7eae70d10c7e4", size = 6391844 },
+]
+
+[[package]]
+name = "pystac"
+version = "1.11.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "python-dateutil" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/90/4f/f6f89956aabffd1211fa9c9130293ac67f774c66fab7944bfe33dc317f18/pystac-1.11.0.tar.gz", hash = "sha256:acb1e04be398a0cda2d8870ab5e90457783a8014a206590233171d8b2ae0d9e7", size = 141392 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/71/5b/60dc94cbf6af2fd3a3d3fae52de7e294819af2dfe7a1bea4d246beb7e0b6/pystac-1.11.0-py3-none-any.whl", hash = "sha256:10ac7c7b4ea6c5ec8333829a09ec1a33b596f02d1a97ffbbd72cd1b6c10598c1", size = 183925 },
+]
+
+[package.optional-dependencies]
+validation = [
+    { name = "jsonschema" },
+]
+
+[[package]]
+name = "pystac-client"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pystac", extra = ["validation"] },
+    { name = "python-dateutil" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c5/8d/b98aeffd325fc208e1624cf586d0c4dfb927bc7a2bce20d3b58ee80d2483/pystac_client-0.9.0.tar.gz", hash = "sha256:3908951583bcc6a3aaaf2828024a8e03764e6ca9d9f9f1d8149df587e14dd744", size = 52339 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5d/d2/5f6367b14c9f250d1a6725d18bd1e9584f5ab1587e292f3a847e59189598/pystac_client-0.9.0-py3-none-any.whl", hash = "sha256:eed146b5980f93646aaa3a59080f11f1dcab6000b0bfbc28b1d0c6fd0a61eda1", size = 41826 },
+]
+
+[[package]]
+name = "pytest"
+version = "8.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "iniconfig" },
+    { name = "packaging" },
+    { name = "pluggy" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a3/5c/00a0e072241553e1a7496d638deababa67c5058571567b92a7eaa258397c/pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01", size = 1519618 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750 },
+]
+
+[[package]]
+name = "pytest-cov"
+version = "7.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "coverage", extra = ["toml"] },
+    { name = "pluggy" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5e/f7/c933acc76f5208b3b00089573cf6a2bc26dc80a8aece8f52bb7d6b1855ca/pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1", size = 54328 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861", size = 22424 },
+]
+
+[[package]]
+name = "pytest-xdist"
+version = "3.8.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "execnet" },
+    { name = "pytest" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/78/b4/439b179d1ff526791eb921115fca8e44e596a13efeda518b9d845a619450/pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1", size = 88069 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88", size = 46396 },
+]
+
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "six" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892 },
+]
+
+[[package]]
+name = "python-dotenv"
+version = "1.1.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f6/b0/4bc07ccd3572a2f9df7e6782f52b0c6c90dcbb803ac4a167702d7d0dfe1e/python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab", size = 41978 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5f/ed/539768cf28c661b5b068d66d96a2f155c4971a5d55684a514c1a0e0dec2f/python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc", size = 20556 },
+]
+
+[[package]]
+name = "pytz"
+version = "2025.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f8/bf/abbd3cdfb8fbc7fb3d4d38d320f2441b1e7cbe29be4f23797b4a2b5d8aac/pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3", size = 320884 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00", size = 509225 },
+]
+
+[[package]]
+name = "pyyaml"
+version = "6.0.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/54/ed/79a089b6be93607fa5cdaedf301d7dfb23af5f25c398d5ead2525b063e17/pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e", size = 130631 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f8/aa/7af4e81f7acba21a4c6be026da38fd2b872ca46226673c89a758ebdc4fd2/PyYAML-6.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774", size = 184612 },
+    { url = "https://files.pythonhosted.org/packages/8b/62/b9faa998fd185f65c1371643678e4d58254add437edb764a08c5a98fb986/PyYAML-6.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee", size = 172040 },
+    { url = "https://files.pythonhosted.org/packages/ad/0c/c804f5f922a9a6563bab712d8dcc70251e8af811fce4524d57c2c0fd49a4/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c", size = 736829 },
+    { url = "https://files.pythonhosted.org/packages/51/16/6af8d6a6b210c8e54f1406a6b9481febf9c64a3109c541567e35a49aa2e7/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317", size = 764167 },
+    { url = "https://files.pythonhosted.org/packages/75/e4/2c27590dfc9992f73aabbeb9241ae20220bd9452df27483b6e56d3975cc5/PyYAML-6.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85", size = 762952 },
+    { url = "https://files.pythonhosted.org/packages/9b/97/ecc1abf4a823f5ac61941a9c00fe501b02ac3ab0e373c3857f7d4b83e2b6/PyYAML-6.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4", size = 735301 },
+    { url = "https://files.pythonhosted.org/packages/45/73/0f49dacd6e82c9430e46f4a027baa4ca205e8b0a9dce1397f44edc23559d/PyYAML-6.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e", size = 756638 },
+    { url = "https://files.pythonhosted.org/packages/22/5f/956f0f9fc65223a58fbc14459bf34b4cc48dec52e00535c79b8db361aabd/PyYAML-6.0.2-cp311-cp311-win32.whl", hash = "sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5", size = 143850 },
+    { url = "https://files.pythonhosted.org/packages/ed/23/8da0bbe2ab9dcdd11f4f4557ccaf95c10b9811b13ecced089d43ce59c3c8/PyYAML-6.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44", size = 161980 },
+    { url = "https://files.pythonhosted.org/packages/86/0c/c581167fc46d6d6d7ddcfb8c843a4de25bdd27e4466938109ca68492292c/PyYAML-6.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab", size = 183873 },
+    { url = "https://files.pythonhosted.org/packages/a8/0c/38374f5bb272c051e2a69281d71cba6fdb983413e6758b84482905e29a5d/PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725", size = 173302 },
+    { url = "https://files.pythonhosted.org/packages/c3/93/9916574aa8c00aa06bbac729972eb1071d002b8e158bd0e83a3b9a20a1f7/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5", size = 739154 },
+    { url = "https://files.pythonhosted.org/packages/95/0f/b8938f1cbd09739c6da569d172531567dbcc9789e0029aa070856f123984/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425", size = 766223 },
+    { url = "https://files.pythonhosted.org/packages/b9/2b/614b4752f2e127db5cc206abc23a8c19678e92b23c3db30fc86ab731d3bd/PyYAML-6.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476", size = 767542 },
+    { url = "https://files.pythonhosted.org/packages/d4/00/dd137d5bcc7efea1836d6264f049359861cf548469d18da90cd8216cf05f/PyYAML-6.0.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48", size = 731164 },
+    { url = "https://files.pythonhosted.org/packages/c9/1f/4f998c900485e5c0ef43838363ba4a9723ac0ad73a9dc42068b12aaba4e4/PyYAML-6.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b", size = 756611 },
+    { url = "https://files.pythonhosted.org/packages/df/d1/f5a275fdb252768b7a11ec63585bc38d0e87c9e05668a139fea92b80634c/PyYAML-6.0.2-cp312-cp312-win32.whl", hash = "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4", size = 140591 },
+    { url = "https://files.pythonhosted.org/packages/0c/e8/4f648c598b17c3d06e8753d7d13d57542b30d56e6c2dedf9c331ae56312e/PyYAML-6.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8", size = 156338 },
+    { url = "https://files.pythonhosted.org/packages/ef/e3/3af305b830494fa85d95f6d95ef7fa73f2ee1cc8ef5b495c7c3269fb835f/PyYAML-6.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba", size = 181309 },
+    { url = "https://files.pythonhosted.org/packages/45/9f/3b1c20a0b7a3200524eb0076cc027a970d320bd3a6592873c85c92a08731/PyYAML-6.0.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1", size = 171679 },
+    { url = "https://files.pythonhosted.org/packages/7c/9a/337322f27005c33bcb656c655fa78325b730324c78620e8328ae28b64d0c/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133", size = 733428 },
+    { url = "https://files.pythonhosted.org/packages/a3/69/864fbe19e6c18ea3cc196cbe5d392175b4cf3d5d0ac1403ec3f2d237ebb5/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484", size = 763361 },
+    { url = "https://files.pythonhosted.org/packages/04/24/b7721e4845c2f162d26f50521b825fb061bc0a5afcf9a386840f23ea19fa/PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5", size = 759523 },
+    { url = "https://files.pythonhosted.org/packages/2b/b2/e3234f59ba06559c6ff63c4e10baea10e5e7df868092bf9ab40e5b9c56b6/PyYAML-6.0.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc", size = 726660 },
+    { url = "https://files.pythonhosted.org/packages/fe/0f/25911a9f080464c59fab9027482f822b86bf0608957a5fcc6eaac85aa515/PyYAML-6.0.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652", size = 751597 },
+    { url = "https://files.pythonhosted.org/packages/14/0d/e2c3b43bbce3cf6bd97c840b46088a3031085179e596d4929729d8d68270/PyYAML-6.0.2-cp313-cp313-win32.whl", hash = "sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183", size = 140527 },
+    { url = "https://files.pythonhosted.org/packages/fa/de/02b54f42487e3d3c6efb3f89428677074ca7bf43aae402517bc7cca949f3/PyYAML-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563", size = 156446 },
+]
+
+[[package]]
+name = "rasterio"
+version = "1.4.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "affine" },
+    { name = "attrs" },
+    { name = "certifi" },
+    { name = "click" },
+    { name = "click-plugins" },
+    { name = "cligj" },
+    { name = "numpy" },
+    { name = "pyparsing" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/de/19/ab4326e419b543da623ce4191f68e3f36a4d9adc64f3df5c78f044d8d9ca/rasterio-1.4.3.tar.gz", hash = "sha256:201f05dbc7c4739dacb2c78a1cf4e09c0b7265b0a4d16ccbd1753ce4f2af350a", size = 442990 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f3/fd/ba3850e4cbccc47d03037f2c96889f7f221a674a7be6665c7da7cd483a07/rasterio-1.4.3-cp311-cp311-macosx_10_15_x86_64.whl", hash = "sha256:9c30114d95ebba4ff49f078b3c193d29ff56d832588649400a3fa78f1dda1c96", size = 21540767 },
+    { url = "https://files.pythonhosted.org/packages/b3/59/ca86697161206233eea6353237b0c0f02f6f70434144db162f964a7e1b19/rasterio-1.4.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:812c854e7177064aeb58def2d59752887ad6b3d39ff3f858ed9df3f2ddc95613", size = 18762975 },
+    { url = "https://files.pythonhosted.org/packages/aa/fa/723fa6a48a419b044146cd92fa6a66ead8532d96c352fbc2f2a1546cb5b6/rasterio-1.4.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54eef32d20a0dfbba59a8bb9828e562c3e9e97e2355b8dfe4a5274117976059f", size = 22204391 },
+    { url = "https://files.pythonhosted.org/packages/7e/1f/56462740694de764fde264051224fcbf800dad43cac92a66753153128866/rasterio-1.4.3-cp311-cp311-win_amd64.whl", hash = "sha256:4009f7ce4e0883d8e5b400970daa3f1ca309caac8916d955722ee4486654d452", size = 25452478 },
+    { url = "https://files.pythonhosted.org/packages/5a/f2/b7417292ceace70d815760f7e41fe5b0244ebff78ede11b1ffa9ca01c370/rasterio-1.4.3-cp312-cp312-macosx_10_15_x86_64.whl", hash = "sha256:e703e4b2c74c678786d5d110a3f30e26f3acfd65f09ccf35f69683a532f7a772", size = 21514543 },
+    { url = "https://files.pythonhosted.org/packages/b2/ea/e21010457847b26bb4aea3983e9b44afbcefef07defc5e9a3285a8fe2f0c/rasterio-1.4.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:38a126f8dbf405cd3450b5bd10c6cc493a2e1be4cf83442d26f5e4f412372d36", size = 18735924 },
+    { url = "https://files.pythonhosted.org/packages/67/72/331727423b28fffdfd8bf18bdc55c18d374c0fefd2dde390cd833f8f4477/rasterio-1.4.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e90c2c300294265c16becc9822337ded0f01fb8664500b4d77890d633d8cd0e", size = 22251721 },
+    { url = "https://files.pythonhosted.org/packages/be/cc/453816b489af94b9a243eda889865973d518989ba6923b2381f6d6722b43/rasterio-1.4.3-cp312-cp312-win_amd64.whl", hash = "sha256:a962ad4c29feaf38b1d7a94389313127de3646a5b9b734fbf9a04e16051a27ff", size = 25430154 },
+    { url = "https://files.pythonhosted.org/packages/2e/e0/718c06b825d1f62077913e5bff1e70b71ac673718b135d55a0256d88d4ba/rasterio-1.4.3-cp313-cp313-macosx_10_15_x86_64.whl", hash = "sha256:5d4fcb635379b3d7b2f5e944c153849e3d27e93f35ad73ad4d3f0b8a580f0c8e", size = 21532284 },
+    { url = "https://files.pythonhosted.org/packages/bb/a8/3b6b11923300d6835453d1157fabb518338067a67366c5c52e9df9a2314f/rasterio-1.4.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:98a9c89eade8c779e8ac1e525269faaa18c6b9818fc3c72cfc4627df71c66d0d", size = 18729960 },
+    { url = "https://files.pythonhosted.org/packages/05/19/94d6c66184c7d0f9374330c714f62c147dbb53eda9efdcc8fc6e2ac454c5/rasterio-1.4.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9bab1a0bb22b8bed1db34b5258db93d790ed4e61ef21ac055a7c6933c8d5e84", size = 22237518 },
+    { url = "https://files.pythonhosted.org/packages/df/88/9db5f49ebfdd9c12365e4cac76c34ccb1a642b1c8cbab4124b3c681495de/rasterio-1.4.3-cp313-cp313-win_amd64.whl", hash = "sha256:1839960e2f3057a6daa323ccf67b330f8f2f0dbd4a50cc7031e88e649301c5c0", size = 25424949 },
+]
+
+[[package]]
+name = "referencing"
+version = "0.36.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "attrs" },
+    { name = "rpds-py" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/2f/db/98b5c277be99dd18bfd91dd04e1b759cad18d1a338188c936e92f921c7e2/referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa", size = 74744 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c1/b1/3baf80dc6d2b7bc27a95a67752d0208e410351e3feb4eb78de5f77454d8d/referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0", size = 26775 },
+]
+
+[[package]]
+name = "requests"
+version = "2.32.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "charset-normalizer" },
+    { name = "idna" },
+    { name = "urllib3" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c9/74/b3ff8e6c8446842c3f5c837e9c3dfcfe2018ea6ecef224c710c85ef728f4/requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf", size = 134517 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738 },
+]
+
+[[package]]
+name = "rioxarray"
+version = "0.19.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "pyproj" },
+    { name = "rasterio" },
+    { name = "xarray" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/3d/8e/fe4e87460f8c62d8d5c683e09f19fbde5d9cfcfd0342d02df1f452999b5d/rioxarray-0.19.0.tar.gz", hash = "sha256:7819a0036fd874c8c8e280447cbbe43d8dc72fc4a14ac7852a665b1bdb7d4b04", size = 54600 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/2f/63d2cacc0e525f8e3398bcf32bd3620385f22cd1600834ec49d7f3597a7b/rioxarray-0.19.0-py3-none-any.whl", hash = "sha256:494ee4fff1781072d55ee5276f5d07b63d93b05093cb33b926a12186ba5bb8ef", size = 62151 },
+]
+
+[[package]]
+name = "rpds-py"
+version = "0.27.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e9/dd/2c0cbe774744272b0ae725f44032c77bdcab6e8bcf544bffa3b6e70c8dba/rpds_py-0.27.1.tar.gz", hash = "sha256:26a1c73171d10b7acccbded82bf6a586ab8203601e565badc74bbbf8bc5a10f8", size = 27479 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b5/c1/7907329fbef97cbd49db6f7303893bd1dd5a4a3eae415839ffdfb0762cae/rpds_py-0.27.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:be898f271f851f68b318872ce6ebebbc62f303b654e43bf72683dbdc25b7c881", size = 371063 },
+    { url = "https://files.pythonhosted.org/packages/11/94/2aab4bc86228bcf7c48760990273653a4900de89c7537ffe1b0d6097ed39/rpds_py-0.27.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:62ac3d4e3e07b58ee0ddecd71d6ce3b1637de2d373501412df395a0ec5f9beb5", size = 353210 },
+    { url = "https://files.pythonhosted.org/packages/3a/57/f5eb3ecf434342f4f1a46009530e93fd201a0b5b83379034ebdb1d7c1a58/rpds_py-0.27.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4708c5c0ceb2d034f9991623631d3d23cb16e65c83736ea020cdbe28d57c0a0e", size = 381636 },
+    { url = "https://files.pythonhosted.org/packages/ae/f4/ef95c5945e2ceb5119571b184dd5a1cc4b8541bbdf67461998cfeac9cb1e/rpds_py-0.27.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:abfa1171a9952d2e0002aba2ad3780820b00cc3d9c98c6630f2e93271501f66c", size = 394341 },
+    { url = "https://files.pythonhosted.org/packages/5a/7e/4bd610754bf492d398b61725eb9598ddd5eb86b07d7d9483dbcd810e20bc/rpds_py-0.27.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4b507d19f817ebaca79574b16eb2ae412e5c0835542c93fe9983f1e432aca195", size = 523428 },
+    { url = "https://files.pythonhosted.org/packages/9f/e5/059b9f65a8c9149361a8b75094864ab83b94718344db511fd6117936ed2a/rpds_py-0.27.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:168b025f8fd8d8d10957405f3fdcef3dc20f5982d398f90851f4abc58c566c52", size = 402923 },
+    { url = "https://files.pythonhosted.org/packages/f5/48/64cabb7daced2968dd08e8a1b7988bf358d7bd5bcd5dc89a652f4668543c/rpds_py-0.27.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb56c6210ef77caa58e16e8c17d35c63fe3f5b60fd9ba9d424470c3400bcf9ed", size = 384094 },
+    { url = "https://files.pythonhosted.org/packages/ae/e1/dc9094d6ff566bff87add8a510c89b9e158ad2ecd97ee26e677da29a9e1b/rpds_py-0.27.1-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:d252f2d8ca0195faa707f8eb9368955760880b2b42a8ee16d382bf5dd807f89a", size = 401093 },
+    { url = "https://files.pythonhosted.org/packages/37/8e/ac8577e3ecdd5593e283d46907d7011618994e1d7ab992711ae0f78b9937/rpds_py-0.27.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6e5e54da1e74b91dbc7996b56640f79b195d5925c2b78efaa8c5d53e1d88edde", size = 417969 },
+    { url = "https://files.pythonhosted.org/packages/66/6d/87507430a8f74a93556fe55c6485ba9c259949a853ce407b1e23fea5ba31/rpds_py-0.27.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ffce0481cc6e95e5b3f0a47ee17ffbd234399e6d532f394c8dce320c3b089c21", size = 558302 },
+    { url = "https://files.pythonhosted.org/packages/3a/bb/1db4781ce1dda3eecc735e3152659a27b90a02ca62bfeea17aee45cc0fbc/rpds_py-0.27.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a205fdfe55c90c2cd8e540ca9ceba65cbe6629b443bc05db1f590a3db8189ff9", size = 589259 },
+    { url = "https://files.pythonhosted.org/packages/7b/0e/ae1c8943d11a814d01b482e1f8da903f88047a962dff9bbdadf3bd6e6fd1/rpds_py-0.27.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:689fb5200a749db0415b092972e8eba85847c23885c8543a8b0f5c009b1a5948", size = 554983 },
+    { url = "https://files.pythonhosted.org/packages/b2/d5/0b2a55415931db4f112bdab072443ff76131b5ac4f4dc98d10d2d357eb03/rpds_py-0.27.1-cp311-cp311-win32.whl", hash = "sha256:3182af66048c00a075010bc7f4860f33913528a4b6fc09094a6e7598e462fe39", size = 217154 },
+    { url = "https://files.pythonhosted.org/packages/24/75/3b7ffe0d50dc86a6a964af0d1cc3a4a2cdf437cb7b099a4747bbb96d1819/rpds_py-0.27.1-cp311-cp311-win_amd64.whl", hash = "sha256:b4938466c6b257b2f5c4ff98acd8128ec36b5059e5c8f8372d79316b1c36bb15", size = 228627 },
+    { url = "https://files.pythonhosted.org/packages/8d/3f/4fd04c32abc02c710f09a72a30c9a55ea3cc154ef8099078fd50a0596f8e/rpds_py-0.27.1-cp311-cp311-win_arm64.whl", hash = "sha256:2f57af9b4d0793e53266ee4325535a31ba48e2f875da81a9177c9926dfa60746", size = 220998 },
+    { url = "https://files.pythonhosted.org/packages/bd/fe/38de28dee5df58b8198c743fe2bea0c785c6d40941b9950bac4cdb71a014/rpds_py-0.27.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ae2775c1973e3c30316892737b91f9283f9908e3cc7625b9331271eaaed7dc90", size = 361887 },
+    { url = "https://files.pythonhosted.org/packages/7c/9a/4b6c7eedc7dd90986bf0fab6ea2a091ec11c01b15f8ba0a14d3f80450468/rpds_py-0.27.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2643400120f55c8a96f7c9d858f7be0c88d383cd4653ae2cf0d0c88f668073e5", size = 345795 },
+    { url = "https://files.pythonhosted.org/packages/6f/0e/e650e1b81922847a09cca820237b0edee69416a01268b7754d506ade11ad/rpds_py-0.27.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:16323f674c089b0360674a4abd28d5042947d54ba620f72514d69be4ff64845e", size = 385121 },
+    { url = "https://files.pythonhosted.org/packages/1b/ea/b306067a712988e2bff00dcc7c8f31d26c29b6d5931b461aa4b60a013e33/rpds_py-0.27.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9a1f4814b65eacac94a00fc9a526e3fdafd78e439469644032032d0d63de4881", size = 398976 },
+    { url = "https://files.pythonhosted.org/packages/2c/0a/26dc43c8840cb8fe239fe12dbc8d8de40f2365e838f3d395835dde72f0e5/rpds_py-0.27.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:7ba32c16b064267b22f1850a34051121d423b6f7338a12b9459550eb2096e7ec", size = 525953 },
+    { url = "https://files.pythonhosted.org/packages/22/14/c85e8127b573aaf3a0cbd7fbb8c9c99e735a4a02180c84da2a463b766e9e/rpds_py-0.27.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e5c20f33fd10485b80f65e800bbe5f6785af510b9f4056c5a3c612ebc83ba6cb", size = 407915 },
+    { url = "https://files.pythonhosted.org/packages/ed/7b/8f4fee9ba1fb5ec856eb22d725a4efa3deb47f769597c809e03578b0f9d9/rpds_py-0.27.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:466bfe65bd932da36ff279ddd92de56b042f2266d752719beb97b08526268ec5", size = 386883 },
+    { url = "https://files.pythonhosted.org/packages/86/47/28fa6d60f8b74fcdceba81b272f8d9836ac0340570f68f5df6b41838547b/rpds_py-0.27.1-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:41e532bbdcb57c92ba3be62c42e9f096431b4cf478da9bc3bc6ce5c38ab7ba7a", size = 405699 },
+    { url = "https://files.pythonhosted.org/packages/d0/fd/c5987b5e054548df56953a21fe2ebed51fc1ec7c8f24fd41c067b68c4a0a/rpds_py-0.27.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f149826d742b406579466283769a8ea448eed82a789af0ed17b0cd5770433444", size = 423713 },
+    { url = "https://files.pythonhosted.org/packages/ac/ba/3c4978b54a73ed19a7d74531be37a8bcc542d917c770e14d372b8daea186/rpds_py-0.27.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:80c60cfb5310677bd67cb1e85a1e8eb52e12529545441b43e6f14d90b878775a", size = 562324 },
+    { url = "https://files.pythonhosted.org/packages/b5/6c/6943a91768fec16db09a42b08644b960cff540c66aab89b74be6d4a144ba/rpds_py-0.27.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:7ee6521b9baf06085f62ba9c7a3e5becffbc32480d2f1b351559c001c38ce4c1", size = 593646 },
+    { url = "https://files.pythonhosted.org/packages/11/73/9d7a8f4be5f4396f011a6bb7a19fe26303a0dac9064462f5651ced2f572f/rpds_py-0.27.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a512c8263249a9d68cac08b05dd59d2b3f2061d99b322813cbcc14c3c7421998", size = 558137 },
+    { url = "https://files.pythonhosted.org/packages/6e/96/6772cbfa0e2485bcceef8071de7821f81aeac8bb45fbfd5542a3e8108165/rpds_py-0.27.1-cp312-cp312-win32.whl", hash = "sha256:819064fa048ba01b6dadc5116f3ac48610435ac9a0058bbde98e569f9e785c39", size = 221343 },
+    { url = "https://files.pythonhosted.org/packages/67/b6/c82f0faa9af1c6a64669f73a17ee0eeef25aff30bb9a1c318509efe45d84/rpds_py-0.27.1-cp312-cp312-win_amd64.whl", hash = "sha256:d9199717881f13c32c4046a15f024971a3b78ad4ea029e8da6b86e5aa9cf4594", size = 232497 },
+    { url = "https://files.pythonhosted.org/packages/e1/96/2817b44bd2ed11aebacc9251da03689d56109b9aba5e311297b6902136e2/rpds_py-0.27.1-cp312-cp312-win_arm64.whl", hash = "sha256:33aa65b97826a0e885ef6e278fbd934e98cdcfed80b63946025f01e2f5b29502", size = 222790 },
+    { url = "https://files.pythonhosted.org/packages/cc/77/610aeee8d41e39080c7e14afa5387138e3c9fa9756ab893d09d99e7d8e98/rpds_py-0.27.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e4b9fcfbc021633863a37e92571d6f91851fa656f0180246e84cbd8b3f6b329b", size = 361741 },
+    { url = "https://files.pythonhosted.org/packages/3a/fc/c43765f201c6a1c60be2043cbdb664013def52460a4c7adace89d6682bf4/rpds_py-0.27.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1441811a96eadca93c517d08df75de45e5ffe68aa3089924f963c782c4b898cf", size = 345574 },
+    { url = "https://files.pythonhosted.org/packages/20/42/ee2b2ca114294cd9847d0ef9c26d2b0851b2e7e00bf14cc4c0b581df0fc3/rpds_py-0.27.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55266dafa22e672f5a4f65019015f90336ed31c6383bd53f5e7826d21a0e0b83", size = 385051 },
+    { url = "https://files.pythonhosted.org/packages/fd/e8/1e430fe311e4799e02e2d1af7c765f024e95e17d651612425b226705f910/rpds_py-0.27.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d78827d7ac08627ea2c8e02c9e5b41180ea5ea1f747e9db0915e3adf36b62dcf", size = 398395 },
+    { url = "https://files.pythonhosted.org/packages/82/95/9dc227d441ff2670651c27a739acb2535ccaf8b351a88d78c088965e5996/rpds_py-0.27.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae92443798a40a92dc5f0b01d8a7c93adde0c4dc965310a29ae7c64d72b9fad2", size = 524334 },
+    { url = "https://files.pythonhosted.org/packages/87/01/a670c232f401d9ad461d9a332aa4080cd3cb1d1df18213dbd0d2a6a7ab51/rpds_py-0.27.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c46c9dd2403b66a2a3b9720ec4b74d4ab49d4fabf9f03dfdce2d42af913fe8d0", size = 407691 },
+    { url = "https://files.pythonhosted.org/packages/03/36/0a14aebbaa26fe7fab4780c76f2239e76cc95a0090bdb25e31d95c492fcd/rpds_py-0.27.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2efe4eb1d01b7f5f1939f4ef30ecea6c6b3521eec451fb93191bf84b2a522418", size = 386868 },
+    { url = "https://files.pythonhosted.org/packages/3b/03/8c897fb8b5347ff6c1cc31239b9611c5bf79d78c984430887a353e1409a1/rpds_py-0.27.1-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:15d3b4d83582d10c601f481eca29c3f138d44c92187d197aff663a269197c02d", size = 405469 },
+    { url = "https://files.pythonhosted.org/packages/da/07/88c60edc2df74850d496d78a1fdcdc7b54360a7f610a4d50008309d41b94/rpds_py-0.27.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4ed2e16abbc982a169d30d1a420274a709949e2cbdef119fe2ec9d870b42f274", size = 422125 },
+    { url = "https://files.pythonhosted.org/packages/6b/86/5f4c707603e41b05f191a749984f390dabcbc467cf833769b47bf14ba04f/rpds_py-0.27.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a75f305c9b013289121ec0f1181931975df78738cdf650093e6b86d74aa7d8dd", size = 562341 },
+    { url = "https://files.pythonhosted.org/packages/b2/92/3c0cb2492094e3cd9baf9e49bbb7befeceb584ea0c1a8b5939dca4da12e5/rpds_py-0.27.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:67ce7620704745881a3d4b0ada80ab4d99df390838839921f99e63c474f82cf2", size = 592511 },
+    { url = "https://files.pythonhosted.org/packages/10/bb/82e64fbb0047c46a168faa28d0d45a7851cd0582f850b966811d30f67ad8/rpds_py-0.27.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9d992ac10eb86d9b6f369647b6a3f412fc0075cfd5d799530e84d335e440a002", size = 557736 },
+    { url = "https://files.pythonhosted.org/packages/00/95/3c863973d409210da7fb41958172c6b7dbe7fc34e04d3cc1f10bb85e979f/rpds_py-0.27.1-cp313-cp313-win32.whl", hash = "sha256:4f75e4bd8ab8db624e02c8e2fc4063021b58becdbe6df793a8111d9343aec1e3", size = 221462 },
+    { url = "https://files.pythonhosted.org/packages/ce/2c/5867b14a81dc217b56d95a9f2a40fdbc56a1ab0181b80132beeecbd4b2d6/rpds_py-0.27.1-cp313-cp313-win_amd64.whl", hash = "sha256:f9025faafc62ed0b75a53e541895ca272815bec18abe2249ff6501c8f2e12b83", size = 232034 },
+    { url = "https://files.pythonhosted.org/packages/c7/78/3958f3f018c01923823f1e47f1cc338e398814b92d83cd278364446fac66/rpds_py-0.27.1-cp313-cp313-win_arm64.whl", hash = "sha256:ed10dc32829e7d222b7d3b93136d25a406ba9788f6a7ebf6809092da1f4d279d", size = 222392 },
+    { url = "https://files.pythonhosted.org/packages/01/76/1cdf1f91aed5c3a7bf2eba1f1c4e4d6f57832d73003919a20118870ea659/rpds_py-0.27.1-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:92022bbbad0d4426e616815b16bc4127f83c9a74940e1ccf3cfe0b387aba0228", size = 358355 },
+    { url = "https://files.pythonhosted.org/packages/c3/6f/bf142541229374287604caf3bb2a4ae17f0a580798fd72d3b009b532db4e/rpds_py-0.27.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:47162fdab9407ec3f160805ac3e154df042e577dd53341745fc7fb3f625e6d92", size = 342138 },
+    { url = "https://files.pythonhosted.org/packages/1a/77/355b1c041d6be40886c44ff5e798b4e2769e497b790f0f7fd1e78d17e9a8/rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb89bec23fddc489e5d78b550a7b773557c9ab58b7946154a10a6f7a214a48b2", size = 380247 },
+    { url = "https://files.pythonhosted.org/packages/d6/a4/d9cef5c3946ea271ce2243c51481971cd6e34f21925af2783dd17b26e815/rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e48af21883ded2b3e9eb48cb7880ad8598b31ab752ff3be6457001d78f416723", size = 390699 },
+    { url = "https://files.pythonhosted.org/packages/3a/06/005106a7b8c6c1a7e91b73169e49870f4af5256119d34a361ae5240a0c1d/rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6f5b7bd8e219ed50299e58551a410b64daafb5017d54bbe822e003856f06a802", size = 521852 },
+    { url = "https://files.pythonhosted.org/packages/e5/3e/50fb1dac0948e17a02eb05c24510a8fe12d5ce8561c6b7b7d1339ab7ab9c/rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:08f1e20bccf73b08d12d804d6e1c22ca5530e71659e6673bce31a6bb71c1e73f", size = 402582 },
+    { url = "https://files.pythonhosted.org/packages/cb/b0/f4e224090dc5b0ec15f31a02d746ab24101dd430847c4d99123798661bfc/rpds_py-0.27.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0dc5dceeaefcc96dc192e3a80bbe1d6c410c469e97bdd47494a7d930987f18b2", size = 384126 },
+    { url = "https://files.pythonhosted.org/packages/54/77/ac339d5f82b6afff1df8f0fe0d2145cc827992cb5f8eeb90fc9f31ef7a63/rpds_py-0.27.1-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d76f9cc8665acdc0c9177043746775aa7babbf479b5520b78ae4002d889f5c21", size = 399486 },
+    { url = "https://files.pythonhosted.org/packages/d6/29/3e1c255eee6ac358c056a57d6d6869baa00a62fa32eea5ee0632039c50a3/rpds_py-0.27.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:134fae0e36022edad8290a6661edf40c023562964efea0cc0ec7f5d392d2aaef", size = 414832 },
+    { url = "https://files.pythonhosted.org/packages/3f/db/6d498b844342deb3fa1d030598db93937a9964fcf5cb4da4feb5f17be34b/rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb11a4f1b2b63337cfd3b4d110af778a59aae51c81d195768e353d8b52f88081", size = 557249 },
+    { url = "https://files.pythonhosted.org/packages/60/f3/690dd38e2310b6f68858a331399b4d6dbb9132c3e8ef8b4333b96caf403d/rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:13e608ac9f50a0ed4faec0e90ece76ae33b34c0e8656e3dceb9a7db994c692cd", size = 587356 },
+    { url = "https://files.pythonhosted.org/packages/86/e3/84507781cccd0145f35b1dc32c72675200c5ce8d5b30f813e49424ef68fc/rpds_py-0.27.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dd2135527aa40f061350c3f8f89da2644de26cd73e4de458e79606384f4f68e7", size = 555300 },
+    { url = "https://files.pythonhosted.org/packages/e5/ee/375469849e6b429b3516206b4580a79e9ef3eb12920ddbd4492b56eaacbe/rpds_py-0.27.1-cp313-cp313t-win32.whl", hash = "sha256:3020724ade63fe320a972e2ffd93b5623227e684315adce194941167fee02688", size = 216714 },
+    { url = "https://files.pythonhosted.org/packages/21/87/3fc94e47c9bd0742660e84706c311a860dcae4374cf4a03c477e23ce605a/rpds_py-0.27.1-cp313-cp313t-win_amd64.whl", hash = "sha256:8ee50c3e41739886606388ba3ab3ee2aae9f35fb23f833091833255a31740797", size = 228943 },
+    { url = "https://files.pythonhosted.org/packages/70/36/b6e6066520a07cf029d385de869729a895917b411e777ab1cde878100a1d/rpds_py-0.27.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:acb9aafccaae278f449d9c713b64a9e68662e7799dbd5859e2c6b3c67b56d334", size = 362472 },
+    { url = "https://files.pythonhosted.org/packages/af/07/b4646032e0dcec0df9c73a3bd52f63bc6c5f9cda992f06bd0e73fe3fbebd/rpds_py-0.27.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b7fb801aa7f845ddf601c49630deeeccde7ce10065561d92729bfe81bd21fb33", size = 345676 },
+    { url = "https://files.pythonhosted.org/packages/b0/16/2f1003ee5d0af4bcb13c0cf894957984c32a6751ed7206db2aee7379a55e/rpds_py-0.27.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fe0dd05afb46597b9a2e11c351e5e4283c741237e7f617ffb3252780cca9336a", size = 385313 },
+    { url = "https://files.pythonhosted.org/packages/05/cd/7eb6dd7b232e7f2654d03fa07f1414d7dfc980e82ba71e40a7c46fd95484/rpds_py-0.27.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b6dfb0e058adb12d8b1d1b25f686e94ffa65d9995a5157afe99743bf7369d62b", size = 399080 },
+    { url = "https://files.pythonhosted.org/packages/20/51/5829afd5000ec1cb60f304711f02572d619040aa3ec033d8226817d1e571/rpds_py-0.27.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ed090ccd235f6fa8bb5861684567f0a83e04f52dfc2e5c05f2e4b1309fcf85e7", size = 523868 },
+    { url = "https://files.pythonhosted.org/packages/05/2c/30eebca20d5db95720ab4d2faec1b5e4c1025c473f703738c371241476a2/rpds_py-0.27.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bf876e79763eecf3e7356f157540d6a093cef395b65514f17a356f62af6cc136", size = 408750 },
+    { url = "https://files.pythonhosted.org/packages/90/1a/cdb5083f043597c4d4276eae4e4c70c55ab5accec078da8611f24575a367/rpds_py-0.27.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12ed005216a51b1d6e2b02a7bd31885fe317e45897de81d86dcce7d74618ffff", size = 387688 },
+    { url = "https://files.pythonhosted.org/packages/7c/92/cf786a15320e173f945d205ab31585cc43969743bb1a48b6888f7a2b0a2d/rpds_py-0.27.1-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:ee4308f409a40e50593c7e3bb8cbe0b4d4c66d1674a316324f0c2f5383b486f9", size = 407225 },
+    { url = "https://files.pythonhosted.org/packages/33/5c/85ee16df5b65063ef26017bef33096557a4c83fbe56218ac7cd8c235f16d/rpds_py-0.27.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:0b08d152555acf1f455154d498ca855618c1378ec810646fcd7c76416ac6dc60", size = 423361 },
+    { url = "https://files.pythonhosted.org/packages/4b/8e/1c2741307fcabd1a334ecf008e92c4f47bb6f848712cf15c923becfe82bb/rpds_py-0.27.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:dce51c828941973a5684d458214d3a36fcd28da3e1875d659388f4f9f12cc33e", size = 562493 },
+    { url = "https://files.pythonhosted.org/packages/04/03/5159321baae9b2222442a70c1f988cbbd66b9be0675dd3936461269be360/rpds_py-0.27.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:c1476d6f29eb81aa4151c9a31219b03f1f798dc43d8af1250a870735516a1212", size = 592623 },
+    { url = "https://files.pythonhosted.org/packages/ff/39/c09fd1ad28b85bc1d4554a8710233c9f4cefd03d7717a1b8fbfd171d1167/rpds_py-0.27.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:3ce0cac322b0d69b63c9cdb895ee1b65805ec9ffad37639f291dd79467bee675", size = 558800 },
+    { url = "https://files.pythonhosted.org/packages/c5/d6/99228e6bbcf4baa764b18258f519a9035131d91b538d4e0e294313462a98/rpds_py-0.27.1-cp314-cp314-win32.whl", hash = "sha256:dfbfac137d2a3d0725758cd141f878bf4329ba25e34979797c89474a89a8a3a3", size = 221943 },
+    { url = "https://files.pythonhosted.org/packages/be/07/c802bc6b8e95be83b79bdf23d1aa61d68324cb1006e245d6c58e959e314d/rpds_py-0.27.1-cp314-cp314-win_amd64.whl", hash = "sha256:a6e57b0abfe7cc513450fcf529eb486b6e4d3f8aee83e92eb5f1ef848218d456", size = 233739 },
+    { url = "https://files.pythonhosted.org/packages/c8/89/3e1b1c16d4c2d547c5717377a8df99aee8099ff050f87c45cb4d5fa70891/rpds_py-0.27.1-cp314-cp314-win_arm64.whl", hash = "sha256:faf8d146f3d476abfee026c4ae3bdd9ca14236ae4e4c310cbd1cf75ba33d24a3", size = 223120 },
+    { url = "https://files.pythonhosted.org/packages/62/7e/dc7931dc2fa4a6e46b2a4fa744a9fe5c548efd70e0ba74f40b39fa4a8c10/rpds_py-0.27.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:ba81d2b56b6d4911ce735aad0a1d4495e808b8ee4dc58715998741a26874e7c2", size = 358944 },
+    { url = "https://files.pythonhosted.org/packages/e6/22/4af76ac4e9f336bfb1a5f240d18a33c6b2fcaadb7472ac7680576512b49a/rpds_py-0.27.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:84f7d509870098de0e864cad0102711c1e24e9b1a50ee713b65928adb22269e4", size = 342283 },
+    { url = "https://files.pythonhosted.org/packages/1c/15/2a7c619b3c2272ea9feb9ade67a45c40b3eeb500d503ad4c28c395dc51b4/rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9e960fc78fecd1100539f14132425e1d5fe44ecb9239f8f27f079962021523e", size = 380320 },
+    { url = "https://files.pythonhosted.org/packages/a2/7d/4c6d243ba4a3057e994bb5bedd01b5c963c12fe38dde707a52acdb3849e7/rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:62f85b665cedab1a503747617393573995dac4600ff51869d69ad2f39eb5e817", size = 391760 },
+    { url = "https://files.pythonhosted.org/packages/b4/71/b19401a909b83bcd67f90221330bc1ef11bc486fe4e04c24388d28a618ae/rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fed467af29776f6556250c9ed85ea5a4dd121ab56a5f8b206e3e7a4c551e48ec", size = 522476 },
+    { url = "https://files.pythonhosted.org/packages/e4/44/1a3b9715c0455d2e2f0f6df5ee6d6f5afdc423d0773a8a682ed2b43c566c/rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f2729615f9d430af0ae6b36cf042cb55c0936408d543fb691e1a9e36648fd35a", size = 403418 },
+    { url = "https://files.pythonhosted.org/packages/1c/4b/fb6c4f14984eb56673bc868a66536f53417ddb13ed44b391998100a06a96/rpds_py-0.27.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b207d881a9aef7ba753d69c123a35d96ca7cb808056998f6b9e8747321f03b8", size = 384771 },
+    { url = "https://files.pythonhosted.org/packages/c0/56/d5265d2d28b7420d7b4d4d85cad8ef891760f5135102e60d5c970b976e41/rpds_py-0.27.1-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:639fd5efec029f99b79ae47e5d7e00ad8a773da899b6309f6786ecaf22948c48", size = 400022 },
+    { url = "https://files.pythonhosted.org/packages/8f/e9/9f5fc70164a569bdd6ed9046486c3568d6926e3a49bdefeeccfb18655875/rpds_py-0.27.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fecc80cb2a90e28af8a9b366edacf33d7a91cbfe4c2c4544ea1246e949cfebeb", size = 416787 },
+    { url = "https://files.pythonhosted.org/packages/d4/64/56dd03430ba491db943a81dcdef115a985aac5f44f565cd39a00c766d45c/rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42a89282d711711d0a62d6f57d81aa43a1368686c45bc1c46b7f079d55692734", size = 557538 },
+    { url = "https://files.pythonhosted.org/packages/3f/36/92cc885a3129993b1d963a2a42ecf64e6a8e129d2c7cc980dbeba84e55fb/rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:cf9931f14223de59551ab9d38ed18d92f14f055a5f78c1d8ad6493f735021bbb", size = 588512 },
+    { url = "https://files.pythonhosted.org/packages/dd/10/6b283707780a81919f71625351182b4f98932ac89a09023cb61865136244/rpds_py-0.27.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f39f58a27cc6e59f432b568ed8429c7e1641324fbe38131de852cd77b2d534b0", size = 555813 },
+    { url = "https://files.pythonhosted.org/packages/04/2e/30b5ea18c01379da6272a92825dd7e53dc9d15c88a19e97932d35d430ef7/rpds_py-0.27.1-cp314-cp314t-win32.whl", hash = "sha256:d5fa0ee122dc09e23607a28e6d7b150da16c662e66409bbe85230e4c85bb528a", size = 217385 },
+    { url = "https://files.pythonhosted.org/packages/32/7d/97119da51cb1dd3f2f3c0805f155a3aa4a95fa44fe7d78ae15e69edf4f34/rpds_py-0.27.1-cp314-cp314t-win_amd64.whl", hash = "sha256:6567d2bb951e21232c2f660c24cf3470bb96de56cdcb3f071a83feeaff8a2772", size = 230097 },
+    { url = "https://files.pythonhosted.org/packages/0c/ed/e1fba02de17f4f76318b834425257c8ea297e415e12c68b4361f63e8ae92/rpds_py-0.27.1-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:cdfe4bb2f9fe7458b7453ad3c33e726d6d1c7c0a72960bcc23800d77384e42df", size = 371402 },
+    { url = "https://files.pythonhosted.org/packages/af/7c/e16b959b316048b55585a697e94add55a4ae0d984434d279ea83442e460d/rpds_py-0.27.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:8fabb8fd848a5f75a2324e4a84501ee3a5e3c78d8603f83475441866e60b94a3", size = 354084 },
+    { url = "https://files.pythonhosted.org/packages/de/c1/ade645f55de76799fdd08682d51ae6724cb46f318573f18be49b1e040428/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eda8719d598f2f7f3e0f885cba8646644b55a187762bec091fa14a2b819746a9", size = 383090 },
+    { url = "https://files.pythonhosted.org/packages/1f/27/89070ca9b856e52960da1472efcb6c20ba27cfe902f4f23ed095b9cfc61d/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c64d07e95606ec402a0a1c511fe003873fa6af630bda59bac77fac8b4318ebc", size = 394519 },
+    { url = "https://files.pythonhosted.org/packages/b3/28/be120586874ef906aa5aeeae95ae8df4184bc757e5b6bd1c729ccff45ed5/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:93a2ed40de81bcff59aabebb626562d48332f3d028ca2036f1d23cbb52750be4", size = 523817 },
+    { url = "https://files.pythonhosted.org/packages/a8/ef/70cc197bc11cfcde02a86f36ac1eed15c56667c2ebddbdb76a47e90306da/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:387ce8c44ae94e0ec50532d9cb0edce17311024c9794eb196b90e1058aadeb66", size = 403240 },
+    { url = "https://files.pythonhosted.org/packages/cf/35/46936cca449f7f518f2f4996e0e8344db4b57e2081e752441154089d2a5f/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aaf94f812c95b5e60ebaf8bfb1898a7d7cb9c1af5744d4a67fa47796e0465d4e", size = 385194 },
+    { url = "https://files.pythonhosted.org/packages/e1/62/29c0d3e5125c3270b51415af7cbff1ec587379c84f55a5761cc9efa8cd06/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4848ca84d6ded9b58e474dfdbad4b8bfb450344c0551ddc8d958bf4b36aa837c", size = 402086 },
+    { url = "https://files.pythonhosted.org/packages/8f/66/03e1087679227785474466fdd04157fb793b3b76e3fcf01cbf4c693c1949/rpds_py-0.27.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2bde09cbcf2248b73c7c323be49b280180ff39fadcfe04e7b6f54a678d02a7cf", size = 419272 },
+    { url = "https://files.pythonhosted.org/packages/6a/24/e3e72d265121e00b063aef3e3501e5b2473cf1b23511d56e529531acf01e/rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:94c44ee01fd21c9058f124d2d4f0c9dc7634bec93cd4b38eefc385dabe71acbf", size = 560003 },
+    { url = "https://files.pythonhosted.org/packages/26/ca/f5a344c534214cc2d41118c0699fffbdc2c1bc7046f2a2b9609765ab9c92/rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:df8b74962e35c9249425d90144e721eed198e6555a0e22a563d29fe4486b51f6", size = 590482 },
+    { url = "https://files.pythonhosted.org/packages/ce/08/4349bdd5c64d9d193c360aa9db89adeee6f6682ab8825dca0a3f535f434f/rpds_py-0.27.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:dc23e6820e3b40847e2f4a7726462ba0cf53089512abe9ee16318c366494c17a", size = 556523 },
+]
+
+[[package]]
+name = "six"
+version = "1.17.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050 },
+]
+
+[[package]]
+name = "stack-data"
+version = "0.6.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "asttokens" },
+    { name = "executing" },
+    { name = "pure-eval" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/28/e3/55dcc2cfbc3ca9c29519eb6884dd1415ecb53b0e934862d3559ddcb7e20b/stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9", size = 44707 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f1/7b/ce1eafaf1a76852e2ec9b22edecf1daa58175c090266e9f6c64afcd81d91/stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695", size = 24521 },
+]
+
+[[package]]
+name = "tomli"
+version = "2.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/18/87/302344fed471e44a87289cf4967697d07e532f2421fdaf868a303cbae4ff/tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff", size = 17175 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/43/ca/75707e6efa2b37c77dadb324ae7d9571cb424e61ea73fad7c56c2d14527f/tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249", size = 131077 },
+    { url = "https://files.pythonhosted.org/packages/c7/16/51ae563a8615d472fdbffc43a3f3d46588c264ac4f024f63f01283becfbb/tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6", size = 123429 },
+    { url = "https://files.pythonhosted.org/packages/f1/dd/4f6cd1e7b160041db83c694abc78e100473c15d54620083dbd5aae7b990e/tomli-2.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a", size = 226067 },
+    { url = "https://files.pythonhosted.org/packages/a9/6b/c54ede5dc70d648cc6361eaf429304b02f2871a345bbdd51e993d6cdf550/tomli-2.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee", size = 236030 },
+    { url = "https://files.pythonhosted.org/packages/1f/47/999514fa49cfaf7a92c805a86c3c43f4215621855d151b61c602abb38091/tomli-2.2.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e", size = 240898 },
+    { url = "https://files.pythonhosted.org/packages/73/41/0a01279a7ae09ee1573b423318e7934674ce06eb33f50936655071d81a24/tomli-2.2.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4", size = 229894 },
+    { url = "https://files.pythonhosted.org/packages/55/18/5d8bc5b0a0362311ce4d18830a5d28943667599a60d20118074ea1b01bb7/tomli-2.2.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106", size = 245319 },
+    { url = "https://files.pythonhosted.org/packages/92/a3/7ade0576d17f3cdf5ff44d61390d4b3febb8a9fc2b480c75c47ea048c646/tomli-2.2.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8", size = 238273 },
+    { url = "https://files.pythonhosted.org/packages/72/6f/fa64ef058ac1446a1e51110c375339b3ec6be245af9d14c87c4a6412dd32/tomli-2.2.1-cp311-cp311-win32.whl", hash = "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff", size = 98310 },
+    { url = "https://files.pythonhosted.org/packages/6a/1c/4a2dcde4a51b81be3530565e92eda625d94dafb46dbeb15069df4caffc34/tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b", size = 108309 },
+    { url = "https://files.pythonhosted.org/packages/52/e1/f8af4c2fcde17500422858155aeb0d7e93477a0d59a98e56cbfe75070fd0/tomli-2.2.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea", size = 132762 },
+    { url = "https://files.pythonhosted.org/packages/03/b8/152c68bb84fc00396b83e7bbddd5ec0bd3dd409db4195e2a9b3e398ad2e3/tomli-2.2.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8", size = 123453 },
+    { url = "https://files.pythonhosted.org/packages/c8/d6/fc9267af9166f79ac528ff7e8c55c8181ded34eb4b0e93daa767b8841573/tomli-2.2.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192", size = 233486 },
+    { url = "https://files.pythonhosted.org/packages/5c/51/51c3f2884d7bab89af25f678447ea7d297b53b5a3b5730a7cb2ef6069f07/tomli-2.2.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222", size = 242349 },
+    { url = "https://files.pythonhosted.org/packages/ab/df/bfa89627d13a5cc22402e441e8a931ef2108403db390ff3345c05253935e/tomli-2.2.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77", size = 252159 },
+    { url = "https://files.pythonhosted.org/packages/9e/6e/fa2b916dced65763a5168c6ccb91066f7639bdc88b48adda990db10c8c0b/tomli-2.2.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6", size = 237243 },
+    { url = "https://files.pythonhosted.org/packages/b4/04/885d3b1f650e1153cbb93a6a9782c58a972b94ea4483ae4ac5cedd5e4a09/tomli-2.2.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd", size = 259645 },
+    { url = "https://files.pythonhosted.org/packages/9c/de/6b432d66e986e501586da298e28ebeefd3edc2c780f3ad73d22566034239/tomli-2.2.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e", size = 244584 },
+    { url = "https://files.pythonhosted.org/packages/1c/9a/47c0449b98e6e7d1be6cbac02f93dd79003234ddc4aaab6ba07a9a7482e2/tomli-2.2.1-cp312-cp312-win32.whl", hash = "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98", size = 98875 },
+    { url = "https://files.pythonhosted.org/packages/ef/60/9b9638f081c6f1261e2688bd487625cd1e660d0a85bd469e91d8db969734/tomli-2.2.1-cp312-cp312-win_amd64.whl", hash = "sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4", size = 109418 },
+    { url = "https://files.pythonhosted.org/packages/04/90/2ee5f2e0362cb8a0b6499dc44f4d7d48f8fff06d28ba46e6f1eaa61a1388/tomli-2.2.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7", size = 132708 },
+    { url = "https://files.pythonhosted.org/packages/c0/ec/46b4108816de6b385141f082ba99e315501ccd0a2ea23db4a100dd3990ea/tomli-2.2.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c", size = 123582 },
+    { url = "https://files.pythonhosted.org/packages/a0/bd/b470466d0137b37b68d24556c38a0cc819e8febe392d5b199dcd7f578365/tomli-2.2.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13", size = 232543 },
+    { url = "https://files.pythonhosted.org/packages/d9/e5/82e80ff3b751373f7cead2815bcbe2d51c895b3c990686741a8e56ec42ab/tomli-2.2.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281", size = 241691 },
+    { url = "https://files.pythonhosted.org/packages/05/7e/2a110bc2713557d6a1bfb06af23dd01e7dde52b6ee7dadc589868f9abfac/tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272", size = 251170 },
+    { url = "https://files.pythonhosted.org/packages/64/7b/22d713946efe00e0adbcdfd6d1aa119ae03fd0b60ebed51ebb3fa9f5a2e5/tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140", size = 236530 },
+    { url = "https://files.pythonhosted.org/packages/38/31/3a76f67da4b0cf37b742ca76beaf819dca0ebef26d78fc794a576e08accf/tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2", size = 258666 },
+    { url = "https://files.pythonhosted.org/packages/07/10/5af1293da642aded87e8a988753945d0cf7e00a9452d3911dd3bb354c9e2/tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744", size = 243954 },
+    { url = "https://files.pythonhosted.org/packages/5b/b9/1ed31d167be802da0fc95020d04cd27b7d7065cc6fbefdd2f9186f60d7bd/tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec", size = 98724 },
+    { url = "https://files.pythonhosted.org/packages/c7/32/b0963458706accd9afcfeb867c0f9175a741bf7b19cd424230714d722198/tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69", size = 109383 },
+    { url = "https://files.pythonhosted.org/packages/6e/c2/61d3e0f47e2b74ef40a68b9e6ad5984f6241a942f7cd3bbfbdbd03861ea9/tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc", size = 14257 },
+]
+
+[[package]]
+name = "toolz"
+version = "1.0.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/8a/0b/d80dfa675bf592f636d1ea0b835eab4ec8df6e9415d8cfd766df54456123/toolz-1.0.0.tar.gz", hash = "sha256:2c86e3d9a04798ac556793bced838816296a2f085017664e4995cb40a1047a02", size = 66790 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/03/98/eb27cc78ad3af8e302c9d8ff4977f5026676e130d28dd7578132a457170c/toolz-1.0.0-py3-none-any.whl", hash = "sha256:292c8f1c4e7516bf9086f8850935c799a874039c8bcf959d47b600e4c44a6236", size = 56383 },
+]
+
+[[package]]
+name = "traitlets"
+version = "5.14.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/79/72064e6a701c2183016abbbfedaba506d81e30e232a68c9f0d6f6fcd1574/traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7", size = 161621 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/c0/8f5d070730d7836adc9c9b6408dec68c6ced86b304a9b26a14df072a6e8c/traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f", size = 85359 },
+]
+
+[[package]]
+name = "typing-extensions"
+version = "4.15.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/72/94/1a15dd82efb362ac84269196e94cf00f187f7ed21c242792a923cdb1c61f/typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466", size = 109391 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614 },
+]
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f8/b1/0c11f5058406b3af7609f121aaa6b609744687f1d158b3c3a5bf4cc94238/typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28", size = 75726 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/17/69/cd203477f944c353c31bade965f880aa1061fd6bf05ded0726ca845b6ff7/typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51", size = 14552 },
+]
+
+[[package]]
+name = "tzdata"
+version = "2025.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/95/32/1a225d6164441be760d75c2c42e2780dc0873fe382da3e98a2e1e48361e5/tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9", size = 196380 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839 },
+]
+
+[[package]]
+name = "ujson"
+version = "5.11.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/d9/3f17e3c5773fb4941c68d9a37a47b1a79c9649d6c56aefbed87cc409d18a/ujson-5.11.0.tar.gz", hash = "sha256:e204ae6f909f099ba6b6b942131cee359ddda2b6e4ea39c12eb8b991fe2010e0", size = 7156583 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/da/ea/80346b826349d60ca4d612a47cdf3533694e49b45e9d1c07071bb867a184/ujson-5.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d7c46cb0fe5e7056b9acb748a4c35aa1b428025853032540bb7e41f46767321f", size = 55248 },
+    { url = "https://files.pythonhosted.org/packages/57/df/b53e747562c89515e18156513cc7c8ced2e5e3fd6c654acaa8752ffd7cd9/ujson-5.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d8951bb7a505ab2a700e26f691bdfacf395bc7e3111e3416d325b513eea03a58", size = 53156 },
+    { url = "https://files.pythonhosted.org/packages/41/b8/ab67ec8c01b8a3721fd13e5cb9d85ab2a6066a3a5e9148d661a6870d6293/ujson-5.11.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:952c0be400229940248c0f5356514123d428cba1946af6fa2bbd7503395fef26", size = 57657 },
+    { url = "https://files.pythonhosted.org/packages/7b/c7/fb84f27cd80a2c7e2d3c6012367aecade0da936790429801803fa8d4bffc/ujson-5.11.0-cp311-cp311-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:94fcae844f1e302f6f8095c5d1c45a2f0bfb928cccf9f1b99e3ace634b980a2a", size = 59779 },
+    { url = "https://files.pythonhosted.org/packages/5d/7c/48706f7c1e917ecb97ddcfb7b1d756040b86ed38290e28579d63bd3fcc48/ujson-5.11.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7e0ec1646db172beb8d3df4c32a9d78015e671d2000af548252769e33079d9a6", size = 57284 },
+    { url = "https://files.pythonhosted.org/packages/ec/ce/48877c6eb4afddfd6bd1db6be34456538c07ca2d6ed233d3f6c6efc2efe8/ujson-5.11.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:da473b23e3a54448b008d33f742bcd6d5fb2a897e42d1fc6e7bf306ea5d18b1b", size = 1036395 },
+    { url = "https://files.pythonhosted.org/packages/8b/7a/2c20dc97ad70cd7c31ad0596ba8e2cf8794d77191ba4d1e0bded69865477/ujson-5.11.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:aa6b3d4f1c0d3f82930f4cbd7fe46d905a4a9205a7c13279789c1263faf06dba", size = 1195731 },
+    { url = "https://files.pythonhosted.org/packages/15/f5/ca454f2f6a2c840394b6f162fff2801450803f4ff56c7af8ce37640b8a2a/ujson-5.11.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4843f3ab4fe1cc596bb7e02228ef4c25d35b4bb0809d6a260852a4bfcab37ba3", size = 1088710 },
+    { url = "https://files.pythonhosted.org/packages/fe/d3/9ba310e07969bc9906eb7548731e33a0f448b122ad9705fed699c9b29345/ujson-5.11.0-cp311-cp311-win32.whl", hash = "sha256:e979fbc469a7f77f04ec2f4e853ba00c441bf2b06720aa259f0f720561335e34", size = 39648 },
+    { url = "https://files.pythonhosted.org/packages/57/f7/da05b4a8819f1360be9e71fb20182f0bb3ec611a36c3f213f4d20709e099/ujson-5.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:683f57f0dd3acdd7d9aff1de0528d603aafcb0e6d126e3dc7ce8b020a28f5d01", size = 43717 },
+    { url = "https://files.pythonhosted.org/packages/9a/cc/f3f9ac0f24f00a623a48d97dc3814df5c2dc368cfb00031aa4141527a24b/ujson-5.11.0-cp311-cp311-win_arm64.whl", hash = "sha256:7855ccea3f8dad5e66d8445d754fc1cf80265a4272b5f8059ebc7ec29b8d0835", size = 38402 },
+    { url = "https://files.pythonhosted.org/packages/b9/ef/a9cb1fce38f699123ff012161599fb9f2ff3f8d482b4b18c43a2dc35073f/ujson-5.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7895f0d2d53bd6aea11743bd56e3cb82d729980636cd0ed9b89418bf66591702", size = 55434 },
+    { url = "https://files.pythonhosted.org/packages/b1/05/dba51a00eb30bd947791b173766cbed3492269c150a7771d2750000c965f/ujson-5.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:12b5e7e22a1fe01058000d1b317d3b65cc3daf61bd2ea7a2b76721fe160fa74d", size = 53190 },
+    { url = "https://files.pythonhosted.org/packages/03/3c/fd11a224f73fbffa299fb9644e425f38b38b30231f7923a088dd513aabb4/ujson-5.11.0-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0180a480a7d099082501cad1fe85252e4d4bf926b40960fb3d9e87a3a6fbbc80", size = 57600 },
+    { url = "https://files.pythonhosted.org/packages/55/b9/405103cae24899df688a3431c776e00528bd4799e7d68820e7ebcf824f92/ujson-5.11.0-cp312-cp312-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:fa79fdb47701942c2132a9dd2297a1a85941d966d8c87bfd9e29b0cf423f26cc", size = 59791 },
+    { url = "https://files.pythonhosted.org/packages/17/7b/2dcbc2bbfdbf68f2368fb21ab0f6735e872290bb604c75f6e06b81edcb3f/ujson-5.11.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8254e858437c00f17cb72e7a644fc42dad0ebb21ea981b71df6e84b1072aaa7c", size = 57356 },
+    { url = "https://files.pythonhosted.org/packages/d1/71/fea2ca18986a366c750767b694430d5ded6b20b6985fddca72f74af38a4c/ujson-5.11.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1aa8a2ab482f09f6c10fba37112af5f957689a79ea598399c85009f2f29898b5", size = 1036313 },
+    { url = "https://files.pythonhosted.org/packages/a3/bb/d4220bd7532eac6288d8115db51710fa2d7d271250797b0bfba9f1e755af/ujson-5.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:a638425d3c6eed0318df663df44480f4a40dc87cc7c6da44d221418312f6413b", size = 1195782 },
+    { url = "https://files.pythonhosted.org/packages/80/47/226e540aa38878ce1194454385701d82df538ccb5ff8db2cf1641dde849a/ujson-5.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7e3cff632c1d78023b15f7e3a81c3745cd3f94c044d1e8fa8efbd6b161997bbc", size = 1088817 },
+    { url = "https://files.pythonhosted.org/packages/7e/81/546042f0b23c9040d61d46ea5ca76f0cc5e0d399180ddfb2ae976ebff5b5/ujson-5.11.0-cp312-cp312-win32.whl", hash = "sha256:be6b0eaf92cae8cdee4d4c9e074bde43ef1c590ed5ba037ea26c9632fb479c88", size = 39757 },
+    { url = "https://files.pythonhosted.org/packages/44/1b/27c05dc8c9728f44875d74b5bfa948ce91f6c33349232619279f35c6e817/ujson-5.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:b7b136cc6abc7619124fd897ef75f8e63105298b5ca9bdf43ebd0e1fa0ee105f", size = 43859 },
+    { url = "https://files.pythonhosted.org/packages/22/2d/37b6557c97c3409c202c838aa9c960ca3896843b4295c4b7bb2bbd260664/ujson-5.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:6cd2df62f24c506a0ba322d5e4fe4466d47a9467b57e881ee15a31f7ecf68ff6", size = 38361 },
+    { url = "https://files.pythonhosted.org/packages/1c/ec/2de9dd371d52c377abc05d2b725645326c4562fc87296a8907c7bcdf2db7/ujson-5.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:109f59885041b14ee9569bf0bb3f98579c3fa0652317b355669939e5fc5ede53", size = 55435 },
+    { url = "https://files.pythonhosted.org/packages/5b/a4/f611f816eac3a581d8a4372f6967c3ed41eddbae4008d1d77f223f1a4e0a/ujson-5.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a31c6b8004438e8c20fc55ac1c0e07dad42941db24176fe9acf2815971f8e752", size = 53193 },
+    { url = "https://files.pythonhosted.org/packages/e9/c5/c161940967184de96f5cbbbcce45b562a4bf851d60f4c677704b1770136d/ujson-5.11.0-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:78c684fb21255b9b90320ba7e199780f653e03f6c2528663768965f4126a5b50", size = 57603 },
+    { url = "https://files.pythonhosted.org/packages/2b/d6/c7b2444238f5b2e2d0e3dab300b9ddc3606e4b1f0e4bed5a48157cebc792/ujson-5.11.0-cp313-cp313-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:4c9f5d6a27d035dd90a146f7761c2272cf7103de5127c9ab9c4cd39ea61e878a", size = 59794 },
+    { url = "https://files.pythonhosted.org/packages/fe/a3/292551f936d3d02d9af148f53e1bc04306b00a7cf1fcbb86fa0d1c887242/ujson-5.11.0-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:837da4d27fed5fdc1b630bd18f519744b23a0b5ada1bbde1a36ba463f2900c03", size = 57363 },
+    { url = "https://files.pythonhosted.org/packages/90/a6/82cfa70448831b1a9e73f882225980b5c689bf539ec6400b31656a60ea46/ujson-5.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:787aff4a84da301b7f3bac09bc696e2e5670df829c6f8ecf39916b4e7e24e701", size = 1036311 },
+    { url = "https://files.pythonhosted.org/packages/84/5c/96e2266be50f21e9b27acaee8ca8f23ea0b85cb998c33d4f53147687839b/ujson-5.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:6dd703c3e86dc6f7044c5ac0b3ae079ed96bf297974598116aa5fb7f655c3a60", size = 1195783 },
+    { url = "https://files.pythonhosted.org/packages/8d/20/78abe3d808cf3bb3e76f71fca46cd208317bf461c905d79f0d26b9df20f1/ujson-5.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:3772e4fe6b0c1e025ba3c50841a0ca4786825a4894c8411bf8d3afe3a8061328", size = 1088822 },
+    { url = "https://files.pythonhosted.org/packages/d8/50/8856e24bec5e2fc7f775d867aeb7a3f137359356200ac44658f1f2c834b2/ujson-5.11.0-cp313-cp313-win32.whl", hash = "sha256:8fa2af7c1459204b7a42e98263b069bd535ea0cd978b4d6982f35af5a04a4241", size = 39753 },
+    { url = "https://files.pythonhosted.org/packages/5b/d8/1baee0f4179a4d0f5ce086832147b6cc9b7731c24ca08e14a3fdb8d39c32/ujson-5.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:34032aeca4510a7c7102bd5933f59a37f63891f30a0706fb46487ab6f0edf8f0", size = 43866 },
+    { url = "https://files.pythonhosted.org/packages/a9/8c/6d85ef5be82c6d66adced3ec5ef23353ed710a11f70b0b6a836878396334/ujson-5.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:ce076f2df2e1aa62b685086fbad67f2b1d3048369664b4cdccc50707325401f9", size = 38363 },
+    { url = "https://files.pythonhosted.org/packages/28/08/4518146f4984d112764b1dfa6fb7bad691c44a401adadaa5e23ccd930053/ujson-5.11.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:65724738c73645db88f70ba1f2e6fb678f913281804d5da2fd02c8c5839af302", size = 55462 },
+    { url = "https://files.pythonhosted.org/packages/29/37/2107b9a62168867a692654d8766b81bd2fd1e1ba13e2ec90555861e02b0c/ujson-5.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:29113c003ca33ab71b1b480bde952fbab2a0b6b03a4ee4c3d71687cdcbd1a29d", size = 53246 },
+    { url = "https://files.pythonhosted.org/packages/9b/f8/25583c70f83788edbe3ca62ce6c1b79eff465d78dec5eb2b2b56b3e98b33/ujson-5.11.0-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c44c703842024d796b4c78542a6fcd5c3cb948b9fc2a73ee65b9c86a22ee3638", size = 57631 },
+    { url = "https://files.pythonhosted.org/packages/ed/ca/19b3a632933a09d696f10dc1b0dfa1d692e65ad507d12340116ce4f67967/ujson-5.11.0-cp314-cp314-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:e750c436fb90edf85585f5c62a35b35082502383840962c6983403d1bd96a02c", size = 59877 },
+    { url = "https://files.pythonhosted.org/packages/55/7a/4572af5324ad4b2bfdd2321e898a527050290147b4ea337a79a0e4e87ec7/ujson-5.11.0-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f278b31a7c52eb0947b2db55a5133fbc46b6f0ef49972cd1a80843b72e135aba", size = 57363 },
+    { url = "https://files.pythonhosted.org/packages/7b/71/a2b8c19cf4e1efe53cf439cdf7198ac60ae15471d2f1040b490c1f0f831f/ujson-5.11.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ab2cb8351d976e788669c8281465d44d4e94413718af497b4e7342d7b2f78018", size = 1036394 },
+    { url = "https://files.pythonhosted.org/packages/7a/3e/7b98668cba3bb3735929c31b999b374ebc02c19dfa98dfebaeeb5c8597ca/ujson-5.11.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:090b4d11b380ae25453100b722d0609d5051ffe98f80ec52853ccf8249dfd840", size = 1195837 },
+    { url = "https://files.pythonhosted.org/packages/a1/ea/8870f208c20b43571a5c409ebb2fe9b9dba5f494e9e60f9314ac01ea8f78/ujson-5.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:80017e870d882d5517d28995b62e4e518a894f932f1e242cbc802a2fd64d365c", size = 1088837 },
+    { url = "https://files.pythonhosted.org/packages/63/b6/c0e6607e37fa47929920a685a968c6b990a802dec65e9c5181e97845985d/ujson-5.11.0-cp314-cp314-win32.whl", hash = "sha256:1d663b96eb34c93392e9caae19c099ec4133ba21654b081956613327f0e973ac", size = 41022 },
+    { url = "https://files.pythonhosted.org/packages/4e/56/f4fe86b4c9000affd63e9219e59b222dc48b01c534533093e798bf617a7e/ujson-5.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:849e65b696f0d242833f1df4182096cedc50d414215d1371fca85c541fbff629", size = 45111 },
+    { url = "https://files.pythonhosted.org/packages/0a/f3/669437f0280308db4783b12a6d88c00730b394327d8334cc7a32ef218e64/ujson-5.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:e73df8648c9470af2b6a6bf5250d4744ad2cf3d774dcf8c6e31f018bdd04d764", size = 39682 },
+    { url = "https://files.pythonhosted.org/packages/6e/cd/e9809b064a89fe5c4184649adeb13c1b98652db3f8518980b04227358574/ujson-5.11.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:de6e88f62796372fba1de973c11138f197d3e0e1d80bcb2b8aae1e826096d433", size = 55759 },
+    { url = "https://files.pythonhosted.org/packages/1b/be/ae26a6321179ebbb3a2e2685b9007c71bcda41ad7a77bbbe164005e956fc/ujson-5.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:49e56ef8066f11b80d620985ae36869a3ff7e4b74c3b6129182ec5d1df0255f3", size = 53634 },
+    { url = "https://files.pythonhosted.org/packages/ae/e9/fb4a220ee6939db099f4cfeeae796ecb91e7584ad4d445d4ca7f994a9135/ujson-5.11.0-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1a325fd2c3a056cf6c8e023f74a0c478dd282a93141356ae7f16d5309f5ff823", size = 58547 },
+    { url = "https://files.pythonhosted.org/packages/bd/f8/fc4b952b8f5fea09ea3397a0bd0ad019e474b204cabcb947cead5d4d1ffc/ujson-5.11.0-cp314-cp314t-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:a0af6574fc1d9d53f4ff371f58c96673e6d988ed2b5bf666a6143c782fa007e9", size = 60489 },
+    { url = "https://files.pythonhosted.org/packages/2e/e5/af5491dfda4f8b77e24cf3da68ee0d1552f99a13e5c622f4cef1380925c3/ujson-5.11.0-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:10f29e71ecf4ecd93a6610bd8efa8e7b6467454a363c3d6416db65de883eb076", size = 58035 },
+    { url = "https://files.pythonhosted.org/packages/c4/09/0945349dd41f25cc8c38d78ace49f14c5052c5bbb7257d2f466fa7bdb533/ujson-5.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1a0a9b76a89827a592656fe12e000cf4f12da9692f51a841a4a07aa4c7ecc41c", size = 1037212 },
+    { url = "https://files.pythonhosted.org/packages/49/44/8e04496acb3d5a1cbee3a54828d9652f67a37523efa3d3b18a347339680a/ujson-5.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:b16930f6a0753cdc7d637b33b4e8f10d5e351e1fb83872ba6375f1e87be39746", size = 1196500 },
+    { url = "https://files.pythonhosted.org/packages/64/ae/4bc825860d679a0f208a19af2f39206dfd804ace2403330fdc3170334a2f/ujson-5.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:04c41afc195fd477a59db3a84d5b83a871bd648ef371cf8c6f43072d89144eef", size = 1089487 },
+    { url = "https://files.pythonhosted.org/packages/30/ed/5a057199fb0a5deabe0957073a1c1c1c02a3e99476cd03daee98ea21fa57/ujson-5.11.0-cp314-cp314t-win32.whl", hash = "sha256:aa6d7a5e09217ff93234e050e3e380da62b084e26b9f2e277d2606406a2fc2e5", size = 41859 },
+    { url = "https://files.pythonhosted.org/packages/aa/03/b19c6176bdf1dc13ed84b886e99677a52764861b6cc023d5e7b6ebda249d/ujson-5.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:48055e1061c1bb1f79e75b4ac39e821f3f35a9b82de17fce92c3140149009bec", size = 46183 },
+    { url = "https://files.pythonhosted.org/packages/5d/ca/a0413a3874b2dc1708b8796ca895bf363292f9c70b2e8ca482b7dbc0259d/ujson-5.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:1194b943e951092db611011cb8dbdb6cf94a3b816ed07906e14d3bc6ce0e90ab", size = 40264 },
+    { url = "https://files.pythonhosted.org/packages/50/17/30275aa2933430d8c0c4ead951cc4fdb922f575a349aa0b48a6f35449e97/ujson-5.11.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:abae0fb58cc820092a0e9e8ba0051ac4583958495bfa5262a12f628249e3b362", size = 51206 },
+    { url = "https://files.pythonhosted.org/packages/c3/15/42b3924258eac2551f8f33fa4e35da20a06a53857ccf3d4deb5e5d7c0b6c/ujson-5.11.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fac6c0649d6b7c3682a0a6e18d3de6857977378dce8d419f57a0b20e3d775b39", size = 48907 },
+    { url = "https://files.pythonhosted.org/packages/94/7e/0519ff7955aba581d1fe1fb1ca0e452471250455d182f686db5ac9e46119/ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4b42c115c7c6012506e8168315150d1e3f76e7ba0f4f95616f4ee599a1372bbc", size = 50319 },
+    { url = "https://files.pythonhosted.org/packages/74/cf/209d90506b7d6c5873f82c5a226d7aad1a1da153364e9ebf61eff0740c33/ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:86baf341d90b566d61a394869ce77188cc8668f76d7bb2c311d77a00f4bdf844", size = 56584 },
+    { url = "https://files.pythonhosted.org/packages/e9/97/bd939bb76943cb0e1d2b692d7e68629f51c711ef60425fa5bb6968037ecd/ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4598bf3965fc1a936bd84034312bcbe00ba87880ef1ee33e33c1e88f2c398b49", size = 51588 },
+    { url = "https://files.pythonhosted.org/packages/52/5b/8c5e33228f7f83f05719964db59f3f9f276d272dc43752fa3bbf0df53e7b/ujson-5.11.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:416389ec19ef5f2013592f791486bef712ebce0cd59299bf9df1ba40bb2f6e04", size = 43835 },
+]
+
+[[package]]
+name = "urllib3"
+version = "2.5.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/15/22/9ee70a2574a4f4599c47dd506532914ce044817c7752a79b6a51286319bc/urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760", size = 393185 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc", size = 129795 },
+]
+
+[[package]]
+name = "virtualenv"
+version = "20.34.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "distlib" },
+    { name = "filelock" },
+    { name = "platformdirs" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/1c/14/37fcdba2808a6c615681cd216fecae00413c9dab44fb2e57805ecf3eaee3/virtualenv-20.34.0.tar.gz", hash = "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a", size = 6003808 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/76/06/04c8e804f813cf972e3262f3f8584c232de64f0cde9f703b46cf53a45090/virtualenv-20.34.0-py3-none-any.whl", hash = "sha256:341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026", size = 5983279 },
+]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6c/63/53559446a878410fc5a5974feb13d31d78d752eb18aeba59c7fef1af7598/wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5", size = 101301 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/fd/84/fd2ba7aafacbad3c4201d395674fc6348826569da3c0937e75505ead3528/wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859", size = 34166 },
+]
+
+[[package]]
+name = "xarray"
+version = "2025.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "pandas" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4e/0b/bbb76e05c8e2099baf90e259c29cafe6a525524b1d1da8bfbc39577c043e/xarray-2025.9.0.tar.gz", hash = "sha256:7dd6816fe0062c49c5e9370dd483843bc13e5ed80a47a9ff10baff2b51e070fb", size = 3040318 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8d/f0/73c24457c941b8b08f7d090853e40f4b2cdde88b5da721f3f28e98df77c9/xarray-2025.9.0-py3-none-any.whl", hash = "sha256:79f0e25fb39571f612526ee998ee5404d8725a1db3951aabffdb287388885df0", size = 1349595 },
+]
+
+[[package]]
+name = "xpystac"
+source = { editable = "." }
+dependencies = [
+    { name = "pystac" },
+    { name = "xarray" },
+]
+
+[package.dev-dependencies]
+dev = [
+    { name = "adlfs" },
+    { name = "aiohttp" },
+    { name = "dask" },
+    { name = "fsspec" },
+    { name = "icechunk" },
+    { name = "ipdb" },
+    { name = "ipython" },
+    { name = "kerchunk" },
+    { name = "planetary-computer" },
+    { name = "pre-commit" },
+    { name = "pystac" },
+    { name = "pystac-client" },
+    { name = "pytest" },
+    { name = "pytest-cov" },
+    { name = "pytest-xdist" },
+    { name = "requests" },
+    { name = "rioxarray" },
+    { name = "urllib3" },
+    { name = "zarr" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "pystac", specifier = ">=1.0.1" },
+    { name = "xarray" },
+]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "adlfs", specifier = ">=2024.12.0" },
+    { name = "aiohttp", specifier = ">=3.12.15" },
+    { name = "dask", specifier = ">=2025.9.1" },
+    { name = "fsspec", specifier = ">=2025.3.0" },
+    { name = "icechunk", specifier = ">=1.1.5" },
+    { name = "ipdb", specifier = ">=0.13.13" },
+    { name = "ipython", specifier = ">=9.5.0" },
+    { name = "kerchunk", specifier = ">=0.2.7" },
+    { name = "planetary-computer", specifier = ">=1.0.0" },
+    { name = "pre-commit", specifier = ">=4.0.1" },
+    { name = "pystac", specifier = "<1.12" },
+    { name = "pystac-client", specifier = ">=0.8.6" },
+    { name = "pytest", specifier = ">=8.3.3" },
+    { name = "pytest-cov", specifier = ">=6.0.0" },
+    { name = "pytest-xdist", specifier = ">=3.8.0" },
+    { name = "requests", specifier = ">=2.32.3" },
+    { name = "rioxarray", specifier = ">=0.18.2" },
+    { name = "urllib3", specifier = ">=2.3.0" },
+    { name = "zarr", specifier = ">2" },
+]
+
+[[package]]
+name = "yarl"
+version = "1.20.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
+    { name = "multidict" },
+    { name = "propcache" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/3c/fb/efaa23fa4e45537b827620f04cf8f3cd658b76642205162e072703a5b963/yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac", size = 186428 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b1/18/893b50efc2350e47a874c5c2d67e55a0ea5df91186b2a6f5ac52eff887cd/yarl-1.20.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:47ee6188fea634bdfaeb2cc420f5b3b17332e6225ce88149a17c413c77ff269e", size = 133833 },
+    { url = "https://files.pythonhosted.org/packages/89/ed/b8773448030e6fc47fa797f099ab9eab151a43a25717f9ac043844ad5ea3/yarl-1.20.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d0f6500f69e8402d513e5eedb77a4e1818691e8f45e6b687147963514d84b44b", size = 91070 },
+    { url = "https://files.pythonhosted.org/packages/e3/e3/409bd17b1e42619bf69f60e4f031ce1ccb29bd7380117a55529e76933464/yarl-1.20.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a8900a42fcdaad568de58887c7b2f602962356908eedb7628eaf6021a6e435b", size = 89818 },
+    { url = "https://files.pythonhosted.org/packages/f8/77/64d8431a4d77c856eb2d82aa3de2ad6741365245a29b3a9543cd598ed8c5/yarl-1.20.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bad6d131fda8ef508b36be3ece16d0902e80b88ea7200f030a0f6c11d9e508d4", size = 347003 },
+    { url = "https://files.pythonhosted.org/packages/8d/d2/0c7e4def093dcef0bd9fa22d4d24b023788b0a33b8d0088b51aa51e21e99/yarl-1.20.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:df018d92fe22aaebb679a7f89fe0c0f368ec497e3dda6cb81a567610f04501f1", size = 336537 },
+    { url = "https://files.pythonhosted.org/packages/f0/f3/fc514f4b2cf02cb59d10cbfe228691d25929ce8f72a38db07d3febc3f706/yarl-1.20.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f969afbb0a9b63c18d0feecf0db09d164b7a44a053e78a7d05f5df163e43833", size = 362358 },
+    { url = "https://files.pythonhosted.org/packages/ea/6d/a313ac8d8391381ff9006ac05f1d4331cee3b1efaa833a53d12253733255/yarl-1.20.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:812303eb4aa98e302886ccda58d6b099e3576b1b9276161469c25803a8db277d", size = 357362 },
+    { url = "https://files.pythonhosted.org/packages/00/70/8f78a95d6935a70263d46caa3dd18e1f223cf2f2ff2037baa01a22bc5b22/yarl-1.20.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98c4a7d166635147924aa0bf9bfe8d8abad6fffa6102de9c99ea04a1376f91e8", size = 348979 },
+    { url = "https://files.pythonhosted.org/packages/cb/05/42773027968968f4f15143553970ee36ead27038d627f457cc44bbbeecf3/yarl-1.20.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:12e768f966538e81e6e7550f9086a6236b16e26cd964cf4df35349970f3551cf", size = 337274 },
+    { url = "https://files.pythonhosted.org/packages/05/be/665634aa196954156741ea591d2f946f1b78ceee8bb8f28488bf28c0dd62/yarl-1.20.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fe41919b9d899661c5c28a8b4b0acf704510b88f27f0934ac7a7bebdd8938d5e", size = 363294 },
+    { url = "https://files.pythonhosted.org/packages/eb/90/73448401d36fa4e210ece5579895731f190d5119c4b66b43b52182e88cd5/yarl-1.20.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:8601bc010d1d7780592f3fc1bdc6c72e2b6466ea34569778422943e1a1f3c389", size = 358169 },
+    { url = "https://files.pythonhosted.org/packages/c3/b0/fce922d46dc1eb43c811f1889f7daa6001b27a4005587e94878570300881/yarl-1.20.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:daadbdc1f2a9033a2399c42646fbd46da7992e868a5fe9513860122d7fe7a73f", size = 362776 },
+    { url = "https://files.pythonhosted.org/packages/f1/0d/b172628fce039dae8977fd22caeff3eeebffd52e86060413f5673767c427/yarl-1.20.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:03aa1e041727cb438ca762628109ef1333498b122e4c76dd858d186a37cec845", size = 381341 },
+    { url = "https://files.pythonhosted.org/packages/6b/9b/5b886d7671f4580209e855974fe1cecec409aa4a89ea58b8f0560dc529b1/yarl-1.20.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:642980ef5e0fa1de5fa96d905c7e00cb2c47cb468bfcac5a18c58e27dbf8d8d1", size = 379988 },
+    { url = "https://files.pythonhosted.org/packages/73/be/75ef5fd0fcd8f083a5d13f78fd3f009528132a1f2a1d7c925c39fa20aa79/yarl-1.20.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:86971e2795584fe8c002356d3b97ef6c61862720eeff03db2a7c86b678d85b3e", size = 371113 },
+    { url = "https://files.pythonhosted.org/packages/50/4f/62faab3b479dfdcb741fe9e3f0323e2a7d5cd1ab2edc73221d57ad4834b2/yarl-1.20.1-cp311-cp311-win32.whl", hash = "sha256:597f40615b8d25812f14562699e287f0dcc035d25eb74da72cae043bb884d773", size = 81485 },
+    { url = "https://files.pythonhosted.org/packages/f0/09/d9c7942f8f05c32ec72cd5c8e041c8b29b5807328b68b4801ff2511d4d5e/yarl-1.20.1-cp311-cp311-win_amd64.whl", hash = "sha256:26ef53a9e726e61e9cd1cda6b478f17e350fb5800b4bd1cd9fe81c4d91cfeb2e", size = 86686 },
+    { url = "https://files.pythonhosted.org/packages/5f/9a/cb7fad7d73c69f296eda6815e4a2c7ed53fc70c2f136479a91c8e5fbdb6d/yarl-1.20.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdcc4cd244e58593a4379fe60fdee5ac0331f8eb70320a24d591a3be197b94a9", size = 133667 },
+    { url = "https://files.pythonhosted.org/packages/67/38/688577a1cb1e656e3971fb66a3492501c5a5df56d99722e57c98249e5b8a/yarl-1.20.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b29a2c385a5f5b9c7d9347e5812b6f7ab267193c62d282a540b4fc528c8a9d2a", size = 91025 },
+    { url = "https://files.pythonhosted.org/packages/50/ec/72991ae51febeb11a42813fc259f0d4c8e0507f2b74b5514618d8b640365/yarl-1.20.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1112ae8154186dfe2de4732197f59c05a83dc814849a5ced892b708033f40dc2", size = 89709 },
+    { url = "https://files.pythonhosted.org/packages/99/da/4d798025490e89426e9f976702e5f9482005c548c579bdae792a4c37769e/yarl-1.20.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:90bbd29c4fe234233f7fa2b9b121fb63c321830e5d05b45153a2ca68f7d310ee", size = 352287 },
+    { url = "https://files.pythonhosted.org/packages/1a/26/54a15c6a567aac1c61b18aa0f4b8aa2e285a52d547d1be8bf48abe2b3991/yarl-1.20.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:680e19c7ce3710ac4cd964e90dad99bf9b5029372ba0c7cbfcd55e54d90ea819", size = 345429 },
+    { url = "https://files.pythonhosted.org/packages/d6/95/9dcf2386cb875b234353b93ec43e40219e14900e046bf6ac118f94b1e353/yarl-1.20.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4a979218c1fdb4246a05efc2cc23859d47c89af463a90b99b7c56094daf25a16", size = 365429 },
+    { url = "https://files.pythonhosted.org/packages/91/b2/33a8750f6a4bc224242a635f5f2cff6d6ad5ba651f6edcccf721992c21a0/yarl-1.20.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:255b468adf57b4a7b65d8aad5b5138dce6a0752c139965711bdcb81bc370e1b6", size = 363862 },
+    { url = "https://files.pythonhosted.org/packages/98/28/3ab7acc5b51f4434b181b0cee8f1f4b77a65919700a355fb3617f9488874/yarl-1.20.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a97d67108e79cfe22e2b430d80d7571ae57d19f17cda8bb967057ca8a7bf5bfd", size = 355616 },
+    { url = "https://files.pythonhosted.org/packages/36/a3/f666894aa947a371724ec7cd2e5daa78ee8a777b21509b4252dd7bd15e29/yarl-1.20.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8570d998db4ddbfb9a590b185a0a33dbf8aafb831d07a5257b4ec9948df9cb0a", size = 339954 },
+    { url = "https://files.pythonhosted.org/packages/f1/81/5f466427e09773c04219d3450d7a1256138a010b6c9f0af2d48565e9ad13/yarl-1.20.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:97c75596019baae7c71ccf1d8cc4738bc08134060d0adfcbe5642f778d1dca38", size = 365575 },
+    { url = "https://files.pythonhosted.org/packages/2e/e3/e4b0ad8403e97e6c9972dd587388940a032f030ebec196ab81a3b8e94d31/yarl-1.20.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:1c48912653e63aef91ff988c5432832692ac5a1d8f0fb8a33091520b5bbe19ef", size = 365061 },
+    { url = "https://files.pythonhosted.org/packages/ac/99/b8a142e79eb86c926f9f06452eb13ecb1bb5713bd01dc0038faf5452e544/yarl-1.20.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4c3ae28f3ae1563c50f3d37f064ddb1511ecc1d5584e88c6b7c63cf7702a6d5f", size = 364142 },
+    { url = "https://files.pythonhosted.org/packages/34/f2/08ed34a4a506d82a1a3e5bab99ccd930a040f9b6449e9fd050320e45845c/yarl-1.20.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:c5e9642f27036283550f5f57dc6156c51084b458570b9d0d96100c8bebb186a8", size = 381894 },
+    { url = "https://files.pythonhosted.org/packages/92/f8/9a3fbf0968eac704f681726eff595dce9b49c8a25cd92bf83df209668285/yarl-1.20.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:2c26b0c49220d5799f7b22c6838409ee9bc58ee5c95361a4d7831f03cc225b5a", size = 383378 },
+    { url = "https://files.pythonhosted.org/packages/af/85/9363f77bdfa1e4d690957cd39d192c4cacd1c58965df0470a4905253b54f/yarl-1.20.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:564ab3d517e3d01c408c67f2e5247aad4019dcf1969982aba3974b4093279004", size = 374069 },
+    { url = "https://files.pythonhosted.org/packages/35/99/9918c8739ba271dcd935400cff8b32e3cd319eaf02fcd023d5dcd487a7c8/yarl-1.20.1-cp312-cp312-win32.whl", hash = "sha256:daea0d313868da1cf2fac6b2d3a25c6e3a9e879483244be38c8e6a41f1d876a5", size = 81249 },
+    { url = "https://files.pythonhosted.org/packages/eb/83/5d9092950565481b413b31a23e75dd3418ff0a277d6e0abf3729d4d1ce25/yarl-1.20.1-cp312-cp312-win_amd64.whl", hash = "sha256:48ea7d7f9be0487339828a4de0360d7ce0efc06524a48e1810f945c45b813698", size = 86710 },
+    { url = "https://files.pythonhosted.org/packages/8a/e1/2411b6d7f769a07687acee88a062af5833cf1966b7266f3d8dfb3d3dc7d3/yarl-1.20.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:0b5ff0fbb7c9f1b1b5ab53330acbfc5247893069e7716840c8e7d5bb7355038a", size = 131811 },
+    { url = "https://files.pythonhosted.org/packages/b2/27/584394e1cb76fb771371770eccad35de400e7b434ce3142c2dd27392c968/yarl-1.20.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:14f326acd845c2b2e2eb38fb1346c94f7f3b01a4f5c788f8144f9b630bfff9a3", size = 90078 },
+    { url = "https://files.pythonhosted.org/packages/bf/9a/3246ae92d4049099f52d9b0fe3486e3b500e29b7ea872d0f152966fc209d/yarl-1.20.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f60e4ad5db23f0b96e49c018596707c3ae89f5d0bd97f0ad3684bcbad899f1e7", size = 88748 },
+    { url = "https://files.pythonhosted.org/packages/a3/25/35afe384e31115a1a801fbcf84012d7a066d89035befae7c5d4284df1e03/yarl-1.20.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:49bdd1b8e00ce57e68ba51916e4bb04461746e794e7c4d4bbc42ba2f18297691", size = 349595 },
+    { url = "https://files.pythonhosted.org/packages/28/2d/8aca6cb2cabc8f12efcb82749b9cefecbccfc7b0384e56cd71058ccee433/yarl-1.20.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:66252d780b45189975abfed839616e8fd2dbacbdc262105ad7742c6ae58f3e31", size = 342616 },
+    { url = "https://files.pythonhosted.org/packages/0b/e9/1312633d16b31acf0098d30440ca855e3492d66623dafb8e25b03d00c3da/yarl-1.20.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:59174e7332f5d153d8f7452a102b103e2e74035ad085f404df2e40e663a22b28", size = 361324 },
+    { url = "https://files.pythonhosted.org/packages/bc/a0/688cc99463f12f7669eec7c8acc71ef56a1521b99eab7cd3abb75af887b0/yarl-1.20.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e3968ec7d92a0c0f9ac34d5ecfd03869ec0cab0697c91a45db3fbbd95fe1b653", size = 359676 },
+    { url = "https://files.pythonhosted.org/packages/af/44/46407d7f7a56e9a85a4c207724c9f2c545c060380718eea9088f222ba697/yarl-1.20.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d1a4fbb50e14396ba3d375f68bfe02215d8e7bc3ec49da8341fe3157f59d2ff5", size = 352614 },
+    { url = "https://files.pythonhosted.org/packages/b1/91/31163295e82b8d5485d31d9cf7754d973d41915cadce070491778d9c9825/yarl-1.20.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:11a62c839c3a8eac2410e951301309426f368388ff2f33799052787035793b02", size = 336766 },
+    { url = "https://files.pythonhosted.org/packages/b4/8e/c41a5bc482121f51c083c4c2bcd16b9e01e1cf8729e380273a952513a21f/yarl-1.20.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:041eaa14f73ff5a8986b4388ac6bb43a77f2ea09bf1913df7a35d4646db69e53", size = 364615 },
+    { url = "https://files.pythonhosted.org/packages/e3/5b/61a3b054238d33d70ea06ebba7e58597891b71c699e247df35cc984ab393/yarl-1.20.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:377fae2fef158e8fd9d60b4c8751387b8d1fb121d3d0b8e9b0be07d1b41e83dc", size = 360982 },
+    { url = "https://files.pythonhosted.org/packages/df/a3/6a72fb83f8d478cb201d14927bc8040af901811a88e0ff2da7842dd0ed19/yarl-1.20.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:1c92f4390e407513f619d49319023664643d3339bd5e5a56a3bebe01bc67ec04", size = 369792 },
+    { url = "https://files.pythonhosted.org/packages/7c/af/4cc3c36dfc7c077f8dedb561eb21f69e1e9f2456b91b593882b0b18c19dc/yarl-1.20.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:d25ddcf954df1754ab0f86bb696af765c5bfaba39b74095f27eececa049ef9a4", size = 382049 },
+    { url = "https://files.pythonhosted.org/packages/19/3a/e54e2c4752160115183a66dc9ee75a153f81f3ab2ba4bf79c3c53b33de34/yarl-1.20.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:909313577e9619dcff8c31a0ea2aa0a2a828341d92673015456b3ae492e7317b", size = 384774 },
+    { url = "https://files.pythonhosted.org/packages/9c/20/200ae86dabfca89060ec6447649f219b4cbd94531e425e50d57e5f5ac330/yarl-1.20.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:793fd0580cb9664548c6b83c63b43c477212c0260891ddf86809e1c06c8b08f1", size = 374252 },
+    { url = "https://files.pythonhosted.org/packages/83/75/11ee332f2f516b3d094e89448da73d557687f7d137d5a0f48c40ff211487/yarl-1.20.1-cp313-cp313-win32.whl", hash = "sha256:468f6e40285de5a5b3c44981ca3a319a4b208ccc07d526b20b12aeedcfa654b7", size = 81198 },
+    { url = "https://files.pythonhosted.org/packages/ba/ba/39b1ecbf51620b40ab402b0fc817f0ff750f6d92712b44689c2c215be89d/yarl-1.20.1-cp313-cp313-win_amd64.whl", hash = "sha256:495b4ef2fea40596bfc0affe3837411d6aa3371abcf31aac0ccc4bdd64d4ef5c", size = 86346 },
+    { url = "https://files.pythonhosted.org/packages/43/c7/669c52519dca4c95153c8ad96dd123c79f354a376346b198f438e56ffeb4/yarl-1.20.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:f60233b98423aab21d249a30eb27c389c14929f47be8430efa7dbd91493a729d", size = 138826 },
+    { url = "https://files.pythonhosted.org/packages/6a/42/fc0053719b44f6ad04a75d7f05e0e9674d45ef62f2d9ad2c1163e5c05827/yarl-1.20.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:6f3eff4cc3f03d650d8755c6eefc844edde99d641d0dcf4da3ab27141a5f8ddf", size = 93217 },
+    { url = "https://files.pythonhosted.org/packages/4f/7f/fa59c4c27e2a076bba0d959386e26eba77eb52ea4a0aac48e3515c186b4c/yarl-1.20.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:69ff8439d8ba832d6bed88af2c2b3445977eba9a4588b787b32945871c2444e3", size = 92700 },
+    { url = "https://files.pythonhosted.org/packages/2f/d4/062b2f48e7c93481e88eff97a6312dca15ea200e959f23e96d8ab898c5b8/yarl-1.20.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3cf34efa60eb81dd2645a2e13e00bb98b76c35ab5061a3989c7a70f78c85006d", size = 347644 },
+    { url = "https://files.pythonhosted.org/packages/89/47/78b7f40d13c8f62b499cc702fdf69e090455518ae544c00a3bf4afc9fc77/yarl-1.20.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8e0fe9364ad0fddab2688ce72cb7a8e61ea42eff3c7caeeb83874a5d479c896c", size = 323452 },
+    { url = "https://files.pythonhosted.org/packages/eb/2b/490d3b2dc66f52987d4ee0d3090a147ea67732ce6b4d61e362c1846d0d32/yarl-1.20.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f64fbf81878ba914562c672024089e3401974a39767747691c65080a67b18c1", size = 346378 },
+    { url = "https://files.pythonhosted.org/packages/66/ad/775da9c8a94ce925d1537f939a4f17d782efef1f973039d821cbe4bcc211/yarl-1.20.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f6342d643bf9a1de97e512e45e4b9560a043347e779a173250824f8b254bd5ce", size = 353261 },
+    { url = "https://files.pythonhosted.org/packages/4b/23/0ed0922b47a4f5c6eb9065d5ff1e459747226ddce5c6a4c111e728c9f701/yarl-1.20.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56dac5f452ed25eef0f6e3c6a066c6ab68971d96a9fb441791cad0efba6140d3", size = 335987 },
+    { url = "https://files.pythonhosted.org/packages/3e/49/bc728a7fe7d0e9336e2b78f0958a2d6b288ba89f25a1762407a222bf53c3/yarl-1.20.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c7d7f497126d65e2cad8dc5f97d34c27b19199b6414a40cb36b52f41b79014be", size = 329361 },
+    { url = "https://files.pythonhosted.org/packages/93/8f/b811b9d1f617c83c907e7082a76e2b92b655400e61730cd61a1f67178393/yarl-1.20.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:67e708dfb8e78d8a19169818eeb5c7a80717562de9051bf2413aca8e3696bf16", size = 346460 },
+    { url = "https://files.pythonhosted.org/packages/70/fd/af94f04f275f95da2c3b8b5e1d49e3e79f1ed8b6ceb0f1664cbd902773ff/yarl-1.20.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:595c07bc79af2494365cc96ddeb772f76272364ef7c80fb892ef9d0649586513", size = 334486 },
+    { url = "https://files.pythonhosted.org/packages/84/65/04c62e82704e7dd0a9b3f61dbaa8447f8507655fd16c51da0637b39b2910/yarl-1.20.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:7bdd2f80f4a7df852ab9ab49484a4dee8030023aa536df41f2d922fd57bf023f", size = 342219 },
+    { url = "https://files.pythonhosted.org/packages/91/95/459ca62eb958381b342d94ab9a4b6aec1ddec1f7057c487e926f03c06d30/yarl-1.20.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:c03bfebc4ae8d862f853a9757199677ab74ec25424d0ebd68a0027e9c639a390", size = 350693 },
+    { url = "https://files.pythonhosted.org/packages/a6/00/d393e82dd955ad20617abc546a8f1aee40534d599ff555ea053d0ec9bf03/yarl-1.20.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:344d1103e9c1523f32a5ed704d576172d2cabed3122ea90b1d4e11fe17c66458", size = 355803 },
+    { url = "https://files.pythonhosted.org/packages/9e/ed/c5fb04869b99b717985e244fd93029c7a8e8febdfcffa06093e32d7d44e7/yarl-1.20.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:88cab98aa4e13e1ade8c141daeedd300a4603b7132819c484841bb7af3edce9e", size = 341709 },
+    { url = "https://files.pythonhosted.org/packages/24/fd/725b8e73ac2a50e78a4534ac43c6addf5c1c2d65380dd48a9169cc6739a9/yarl-1.20.1-cp313-cp313t-win32.whl", hash = "sha256:b121ff6a7cbd4abc28985b6028235491941b9fe8fe226e6fdc539c977ea1739d", size = 86591 },
+    { url = "https://files.pythonhosted.org/packages/94/c3/b2e9f38bc3e11191981d57ea08cab2166e74ea770024a646617c9cddd9f6/yarl-1.20.1-cp313-cp313t-win_amd64.whl", hash = "sha256:541d050a355bbbc27e55d906bc91cb6fe42f96c01413dd0f4ed5a5240513874f", size = 93003 },
+    { url = "https://files.pythonhosted.org/packages/b4/2d/2345fce04cfd4bee161bf1e7d9cdc702e3e16109021035dbb24db654a622/yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77", size = 46542 },
+]
+
+[[package]]
+name = "zarr"
+version = "3.1.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "donfig" },
+    { name = "numcodecs", extra = ["crc32c"] },
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/09/04/76261cf5bd065648b7981b41ba1936b8bd9565f80f69534e3cdf2d772ad9/zarr-3.1.2.tar.gz", hash = "sha256:688e4eb79045c110128cd16f301f2f58fa19507b1803dcbea0ea894e66e06274", size = 324221 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/a3/d3d4fd394a10b1256f9dccb2fe0ddd125fc575d7c437b1c70df050f14176/zarr-3.1.2-py3-none-any.whl", hash = "sha256:c3e180f53ee0ef91b86f7feff6f9dd381ddd1b512d1a46580530966a493387b6", size = 261041 },
+]
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276 },
+]
diff --git a/xpystac/_icechunk.py b/xpystac/_icechunk.py
new file mode 100644
index 0000000..d802ce0
--- /dev/null
+++ b/xpystac/_icechunk.py
@@ -0,0 +1,112 @@
+import warnings
+
+import icechunk
+import pystac
+import xarray as xr
+
+warnings.filterwarnings(
+    "ignore",
+    message="Numcodecs codecs are not in the Zarr version 3 specification*",
+    category=UserWarning,
+)
+
+
+def construct_virtual_containers_config(
+    collection: pystac.Collection, asset: pystac.Asset
+):
+    # --- Configure icechunk storage for data store
+    data_buckets = asset.extra_fields["vrt:hrefs"]
+
+    if len(data_buckets) != 1:
+        raise ValueError("Only supports one vrt:href per asset")
+
+    data_asset = collection.assets[data_buckets[0]["key"]]
+    data_href = data_asset.href
+
+    data_storage_refs = data_asset.extra_fields["storage:refs"]
+    if len(data_storage_refs) != 1:
+        raise ValueError("Only supports one storage:ref per data asset")
+
+    data_storage_scheme = collection.extra_fields["storage:schemes"].get(
+        data_storage_refs[0]
+    )
+    if not data_storage_scheme["type"] == "aws-s3":
+        raise ValueError("Only S3 buckets are currently supported")
+
+    data_region = data_storage_scheme["region"]
+    data_anonymous = data_storage_scheme.get("anonymous", False)
+
+    config = icechunk.RepositoryConfig.default()
+    config.set_virtual_chunk_container(
+        icechunk.VirtualChunkContainer(data_href, icechunk.s3_store(region=data_region))
+    )
+    if data_anonymous:
+        credentials = icechunk.s3_anonymous_credentials()
+    else:
+        credentials = icechunk.s3_from_env_credentials()
+
+    virtual_credentials = icechunk.containers_credentials({data_href: credentials})
+    return config, virtual_credentials
+
+
+def read_icechunk(asset: pystac.Asset) -> xr.Dataset:
+    """Read a icechunk asset
+
+    The asset's parent must contain:
+     * "storage:schemes" where at least one key matches "storage:ref" in the asset
+
+    For virtual assets the parent must contain:
+     * another asset that matches the key in the primary asset's ["vrt:hrefs"] list
+    """
+    # --- Get storage schemes off the parent
+    collection = asset.owner
+    storage_schemes = collection.extra_fields["storage:schemes"]
+
+    # --- Create icechunk storage from asset fields
+    storage_refs = asset.extra_fields["storage:refs"]
+    if len(storage_refs) != 1:
+        raise ValueError("Only supports one storage:ref per asset")
+
+    storage_scheme = storage_schemes.get(storage_refs[0])
+    if not storage_scheme["type"] == "aws-s3":
+        raise ValueError("Only S3 buckets are currently supported")
+
+    bucket = storage_scheme["bucket"]
+    region = storage_scheme["region"]
+    anonymous = storage_scheme.get("anonymous", False)
+    prefix = asset.href.split(f"{bucket}/")[1]
+
+    storage = icechunk.s3_storage(
+        bucket=bucket,
+        prefix=prefix,
+        region=region,
+        anonymous=anonymous,
+        from_env=not anonymous,
+    )
+
+    if "virtual" in asset.roles:
+        config, virtual_credentials = construct_virtual_containers_config(
+            collection, asset
+        )
+        repo_kwargs = dict(
+            config=config, authorize_virtual_chunk_access=virtual_credentials
+        )
+    else:
+        repo_kwargs = dict(config=icechunk.RepositoryConfig.default())
+
+    repo = icechunk.Repository.open(storage=storage, **repo_kwargs)
+
+    # --- Open icechunk session at a particular branch/tag/snapshot
+    if version := asset.extra_fields.get("version"):
+        if version in repo.list_branches():
+            session_kwargs = {"branch": version}
+        elif version in repo.list_tags():
+            session_kwargs = {"tag": version}
+        else:
+            session_kwargs = {"snapshot_id": version}
+    else:
+        session_kwargs = {"branch": "main"}
+
+    session = repo.readonly_session(**session_kwargs)
+
+    return xr.open_zarr(session.store, zarr_format=3, consolidated=False)
diff --git a/xpystac/_xstac_kerchunk.py b/xpystac/_xstac_kerchunk.py
new file mode 100644
index 0000000..bad1116
--- /dev/null
+++ b/xpystac/_xstac_kerchunk.py
@@ -0,0 +1,28 @@
+import json
+from typing import Any, Dict
+
+import pystac
+
+
+def _stac_to_kerchunk(item: pystac.Item, kerchunk_version: int = 1) -> Dict[str, Any]:
+    """
+    Copied from xstac to support python < 3.10
+    ref: https://github.com/stac-utils/xstac/blob/1.2.0/xstac/_kerchunk.py
+
+    Derive Kerchunk indices from a STAC item.
+    """
+    refs = {}
+    refs[".zgroup"] = json.dumps(item.properties["kerchunk:zgroup"])
+    refs[".zattrs"] = json.dumps(item.properties["kerchunk:zattrs"])
+
+    for attr in ["cube:dimensions", "cube:variables"]:
+        cd = item.properties[attr]
+        for k in cd:
+            refs[f"{k}/.zarray"] = json.dumps(cd[k]["kerchunk:zarray"])
+            # TODO: derive from datacube stuff, ARRAY_DIMENSIONS
+            refs[f"{k}/.zattrs"] = json.dumps(cd[k]["kerchunk:zattrs"])
+            for i in cd[k]["kerchunk:value"]:
+                refs[f"{k}/{i}"] = cd[k]["kerchunk:value"][i]
+
+    d = {"version": kerchunk_version, "refs": refs}
+    return d
diff --git a/xpystac/core.py b/xpystac/core.py
index 3128917..8a76ec6 100644
--- a/xpystac/core.py
+++ b/xpystac/core.py
@@ -1,18 +1,21 @@
 import functools
-from typing import List, Literal, Mapping, Union
+from collections.abc import Callable
 
 import pystac
 import xarray
 import os
 from tqdm import tqdm
 
-from xpystac.utils import _import_optional_dependency, _is_item_search
+from xpystac._xstac_kerchunk import _stac_to_kerchunk
+from xpystac.utils import _import_optional_dependency
 
 
 @functools.singledispatch
 def to_xarray(
     obj,
-    stacking_library: Union[Literal["odc.stac", "stackstac"], None] = None,
+    *,
+    patch_url: None | Callable[[str], str] = None,
+    allow_kerchunk: bool = True,
     **kwargs,
 ) -> xarray.Dataset:
     """Given a PySTAC object return an xarray dataset.
@@ -24,65 +27,57 @@ def to_xarray(
       dataset. If the asset points to a COG, read that.
     * Item: stacks all the assets into a dataset with 1 more dimension than
       any given asset.
-    * ItemCollection (output of pystac_client.search): stacks all the
-      assets in all the items into a dataset with 2 more dimensions than
-      any given asset.
 
     Parameters
     ----------
     obj : PySTAC object (Item, ItemCollection, Asset)
         The object from which to read data.
-    stacking_library : "odc.stac", "stackstac", optional
-        When stacking multiple items, this argument determines which library
-        to use. Defaults to ``odc.stac`` if available and otherwise ``stackstac``.
+    patch_url : Callable, optional
+        Function that takes a string or pystac object and returns an altered
+        version. Normally used to sign urls before trying to read data from
+        them. For instance when working with Planetary Computer this argument
+        should be set to ``pc.sign``.
+    allow_kerchunk : bool, (True by default)
+        Control whether this reader tries to interpret kerchunk attributes
+        if provided (either in the data-cube extension or as a regular asset
+        with ``references`` or ``index`` as the role).
     """
-    if _is_item_search(obj):
-        item_collection = obj.item_collection()
-        return to_xarray(item_collection, stacking_library=stacking_library, **kwargs)
     raise TypeError
 
 
 @to_xarray.register(pystac.Item)
-@to_xarray.register(pystac.ItemCollection)
 def _(
-    obj: Union[pystac.Item, pystac.ItemCollection],
-    drop_variables: Union[str, List[str], None] = None,
-    stacking_library: Union[Literal["odc.stac", "stackstac"], None] = None,
+    obj: pystac.Item,
+    drop_variables: str | list[str] | None = None,
+    patch_url: None | Callable[[str], str] = None,
+    allow_kerchunk: bool = True,
     **kwargs,
 ) -> xarray.Dataset:
     if drop_variables is not None:
         raise KeyError("``drop_variables`` not implemented for pystac items")
 
-    if stacking_library is None:
-        try:
-            _import_optional_dependency("odc.stac")
-            stacking_library = "odc.stac"
-        except ImportError:
-            _import_optional_dependency("stackstac")
-            stacking_library = "stackstac"
-    elif stacking_library not in ["odc.stac", "stackstac"]:
-        raise ValueError(f"{stacking_library=} is not a valid option")
-
-    if stacking_library == "odc.stac":
-        odc_stac = _import_optional_dependency("odc.stac")
-        if isinstance(obj, pystac.Item):
-            items = [obj]
-        else:
-            items = [i for i in obj]
-        return odc_stac.load(items, **{"chunks": {"x": 1024, "y": 1024}, **kwargs})
-    elif stacking_library == "stackstac":
-        stackstac = _import_optional_dependency("stackstac")
-        da = stackstac.stack(obj, **kwargs)
-        bands = {}
-        for band in da.band.values:
-            b = da.sel(band=band)
-            scalar_coords = {k: v.item() for k, v in b.coords.items() if v.shape == ()}
-            b = b.assign_attrs(
-                **{k: v for k, v in scalar_coords.items() if v is not None}
-            )
-            b = b.drop_vars(scalar_coords)
-            bands[band] = b
-        return xarray.Dataset(bands, attrs=da.attrs)
+    if allow_kerchunk:
+        first_obj = obj if isinstance(obj, pystac.Item) else next(i for i in obj)
+        is_kerchunked = any("kerchunk:" in k for k in first_obj.properties.keys())
+        if is_kerchunked:
+            kerchunk_combine = _import_optional_dependency("kerchunk.combine")
+            fsspec = _import_optional_dependency("fsspec")
+
+            if isinstance(obj, (list, pystac.ItemCollection)):
+                refs = kerchunk_combine.MultiZarrToZarr(
+                    [_stac_to_kerchunk(item) for item in obj],
+                    concat_dims=kwargs.get("concat_dims", "time"),
+                ).translate()
+            else:
+                refs = _stac_to_kerchunk(obj)
+
+            mapper = fsspec.filesystem("reference", fo=refs).get_mapper()
+            default_kwargs = {
+                "engine": "zarr",
+                "consolidated": False,
+            }
+
+            return xarray.open_dataset(mapper, **{**default_kwargs, **kwargs})
 
 
 def _extract_tar_file(obj):
@@ -92,7 +87,6 @@ def _extract_tar_file(obj):
     pathlib=_import_optional_dependency("pathlib")
     # Extract the archive:href from obj->href ( *.tar ) to a temp dir and pass
     # this  temp dir as the obj.href to xarray
-    #print(f"Encountered tar file:{obj.href}")
     tmppath=os.getenv("STAC_TMP_DIR")
     with tempfile.TemporaryDirectory(dir=tmppath,delete=False) as tmpdirname:
         print(f"tar arch ext file:{obj.extra_fields}")
@@ -103,29 +97,26 @@ def _extract_tar_file(obj):
         if myvar.endswith(('.zarr','.zarr/')):
             #case -1 : tar of zarr .. Complete zarr store
             new_href = os.path.join(tmpdirname,obj.extra_fields["archive:href"])
-            #    myvarFiles = [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.startswith(myvar) ]
-            #myvarFiles = [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.startswith(myvar)]
         else:
             #case -2 : tar of var or #case -3 : tar of chunk .. Incomplete zarr store
             myvarFiles.extend( [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.endswith('.zmetadata') ] )
             myvarFiles.extend( [ tarinfo for tarinfo in mytar.getmembers() if tarinfo.name.endswith('.zgroup') ] )
             zarr_path = obj.extra_fields["archive:href"].split('.zarr')[0] + '.zarr'
             new_href = os.path.join(tmpdirname,zarr_path)
-        #print(myvarFiles)
 
         # TODO: Add a progress bar to help the user 
         mytar.extractall(tmpdirname,myvarFiles)
 
-        #print("Extraction Done!!!")
-        #print(f"tar file new:{new_href}")
     return new_href    
 
 @to_xarray.register
 def _(
-    obj: Union[ pystac.Asset,list],
-    stacking_library: Union[Literal["odc.stac", "stackstac"], None] = None,
+    obj: pystac.Asset,
+    patch_url: None | Callable[[str], str] = None,
+    allow_kerchunk: bool = True,
     **kwargs,
 ) -> xarray.Dataset:
+    open_kwargs = obj.extra_fields.get("xarray:open_kwargs", {})
 
     # MKM 18 Oct 2024
     #TODO : Check if the obj is list instance or pystac.Asset instance and
@@ -140,54 +131,64 @@ def _(
     # Check the type of the 'obj'
     if isinstance(obj, pystac.Asset):
         print("Asset as input!",flush=True)
-        open_kwargs = obj.extra_fields.get("xarray:open_kwargs", {})
+        #open_kwargs = obj.extra_fields.get("xarray:open_kwargs", {})
     
         storage_options = obj.extra_fields.get("xarray:storage_options", None)
         if storage_options:
             open_kwargs["storage_options"] = storage_options
     
-        if obj.media_type == pystac.MediaType.JSON and {"index", "references"}.intersection(
-            set(obj.roles) if obj.roles else set()
-        ):
-            requests = _import_optional_dependency("requests")
-            fsspec = _import_optional_dependency("fsspec")
-            r = requests.get(obj.href)
-            r.raise_for_status()
-            try:
-                import planetary_computer  # type: ignore
+    if (
+        allow_kerchunk
+        and obj.media_type == pystac.MediaType.JSON
+        and {"index", "references"}.intersection(set(obj.roles) if obj.roles else set())
+    ):
+        requests = _import_optional_dependency("requests")
+        r = requests.get(obj.href)
+        r.raise_for_status()
+
+        refs = r.json()
+        if patch_url is not None:
+            refs = patch_url(refs)
+
+        default_kwargs = {
+            "engine": "kerchunk",
+        }
+        return xarray.open_dataset(refs, **{**default_kwargs, **open_kwargs, **kwargs})
+
     
-                refs = planetary_computer.sign(r.json())
-            except ImportError:
-                refs = r.json()
+    if obj.media_type == pystac.MediaType.COG:
+        _import_optional_dependency("rioxarray")
+        default_kwargs = {**default_kwargs, "engine": "rasterio"}
+    elif obj.media_type in ["application/vnd+zarr", "application/vnd.zarr"]:
+        _import_optional_dependency("zarr")
+        zarr_kwargs = {}
+        if "zarr:consolidated" in obj.extra_fields:
+            zarr_kwargs["consolidated"] = obj.extra_fields["zarr:consolidated"]
+        if "zarr:zarr_format" in obj.extra_fields:
+            zarr_kwargs["zarr_format"] = obj.extra_fields["zarr:zarr_format"]
+        default_kwargs = {**zarr_kwargs, "engine": "zarr"}
+    elif obj.media_type == "application/vnd.zarr+icechunk":
+        from xpystac._icechunk import read_icechunk
+
+        return read_icechunk(obj)        
     
-            mapper = fsspec.get_mapper("reference://", fo=refs)
-            default_kwargs = {
-                **default_kwargs,
-                "engine": "zarr",
-                "consolidated": False,
-            }
-            return xarray.open_dataset(
-                mapper, **{**default_kwargs, **open_kwargs, **kwargs}
-            )
+    # MKM added for handling the 'archive' extension, as of now only plain '*.tar'
+    # not zipped tarfiles.
+    elif obj.media_type == "application/x-tar":
+        new_href=_extract_tar_file(obj)
+        print("Extraction Done!!!")
+        print(f"Extracted tar file:{new_href}")
+        # Check the archive:type and set the appropriate engine (as of now 'tar' of 'zarr',
+        # hence 'zarr' engine) to the xarray
+        default_kwargs = {**default_kwargs, "engine": "zarr"}
+        # Pass the new_href and the kwargs to xarray
+        return xarray.open_dataset(new_href, **{**default_kwargs, **open_kwargs, **kwargs})
     
-        if obj.media_type == pystac.MediaType.COG:
-            _import_optional_dependency("rioxarray")
-            default_kwargs = {**default_kwargs, "engine": "rasterio"}
-        elif obj.media_type == "application/vnd+zarr":
-            _import_optional_dependency("zarr")
-            default_kwargs = {**default_kwargs, "engine": "zarr"}
-        # MKM added for handling the 'archive' extension, as of now only plain '*.tar'
-        # not zipped tarfiles.
-        elif obj.media_type == "application/x-tar":
-            new_href=_extract_tar_file(obj)
-            print("Extraction Done!!!")
-            print(f"Extracted tar file:{new_href}")
-            # Check the archive:type and set the appropriate engine (as of now 'tar' of 'zarr',
-            # hence 'zarr' engine) to the xarray
-            default_kwargs = {**default_kwargs, "engine": "zarr"}
-            # Pass the new_href and the kwargs to xarray
-            return xarray.open_dataset(new_href, **{**default_kwargs, **open_kwargs, **kwargs})
-        ds = xarray.open_dataset(obj.href, **{**default_kwargs, **open_kwargs, **kwargs})
+    href = obj.href
+    if patch_url is not None:
+        href = patch_url(href)
+
+        ds = xarray.open_dataset(href, **{**default_kwargs, **open_kwargs, **kwargs})
         return ds
 
     elif isinstance(obj, list):

From 462fac6d2f701f53a81a2badb41994c9f36042fb Mon Sep 17 00:00:00 2001
From: k204247 <modali@dkrz.de>
Date: Thu, 16 Oct 2025 16:58:07 +0200
Subject: [PATCH 3/3] code cleanup

---
 xpystac/core.py | 102 ++++++++++++++++++++++++------------------------
 1 file changed, 51 insertions(+), 51 deletions(-)

diff --git a/xpystac/core.py b/xpystac/core.py
index 8a76ec6..4b08778 100644
--- a/xpystac/core.py
+++ b/xpystac/core.py
@@ -137,59 +137,59 @@ def _(
         if storage_options:
             open_kwargs["storage_options"] = storage_options
     
-    if (
-        allow_kerchunk
-        and obj.media_type == pystac.MediaType.JSON
-        and {"index", "references"}.intersection(set(obj.roles) if obj.roles else set())
-    ):
-        requests = _import_optional_dependency("requests")
-        r = requests.get(obj.href)
-        r.raise_for_status()
-
-        refs = r.json()
-        if patch_url is not None:
-            refs = patch_url(refs)
-
-        default_kwargs = {
-            "engine": "kerchunk",
-        }
-        return xarray.open_dataset(refs, **{**default_kwargs, **open_kwargs, **kwargs})
+        if (
+            allow_kerchunk
+            and obj.media_type == pystac.MediaType.JSON
+            and {"index", "references"}.intersection(set(obj.roles) if obj.roles else set())
+        ):
+            requests = _import_optional_dependency("requests")
+            r = requests.get(obj.href)
+            r.raise_for_status()
+
+            refs = r.json()
+            if patch_url is not None:
+                refs = patch_url(refs)
 
-    
-    if obj.media_type == pystac.MediaType.COG:
-        _import_optional_dependency("rioxarray")
-        default_kwargs = {**default_kwargs, "engine": "rasterio"}
-    elif obj.media_type in ["application/vnd+zarr", "application/vnd.zarr"]:
-        _import_optional_dependency("zarr")
-        zarr_kwargs = {}
-        if "zarr:consolidated" in obj.extra_fields:
-            zarr_kwargs["consolidated"] = obj.extra_fields["zarr:consolidated"]
-        if "zarr:zarr_format" in obj.extra_fields:
-            zarr_kwargs["zarr_format"] = obj.extra_fields["zarr:zarr_format"]
-        default_kwargs = {**zarr_kwargs, "engine": "zarr"}
-    elif obj.media_type == "application/vnd.zarr+icechunk":
-        from xpystac._icechunk import read_icechunk
-
-        return read_icechunk(obj)        
-    
-    # MKM added for handling the 'archive' extension, as of now only plain '*.tar'
-    # not zipped tarfiles.
-    elif obj.media_type == "application/x-tar":
-        new_href=_extract_tar_file(obj)
-        print("Extraction Done!!!")
-        print(f"Extracted tar file:{new_href}")
-        # Check the archive:type and set the appropriate engine (as of now 'tar' of 'zarr',
-        # hence 'zarr' engine) to the xarray
-        default_kwargs = {**default_kwargs, "engine": "zarr"}
-        # Pass the new_href and the kwargs to xarray
-        return xarray.open_dataset(new_href, **{**default_kwargs, **open_kwargs, **kwargs})
-    
-    href = obj.href
-    if patch_url is not None:
-        href = patch_url(href)
+            default_kwargs = {
+                "engine": "kerchunk",
+            }
+            return xarray.open_dataset(refs, **{**default_kwargs, **open_kwargs, **kwargs})
+
+        
+        if obj.media_type == pystac.MediaType.COG:
+            _import_optional_dependency("rioxarray")
+            default_kwargs = {**default_kwargs, "engine": "rasterio"}
+        elif obj.media_type in ["application/vnd+zarr", "application/vnd.zarr"]:
+            _import_optional_dependency("zarr")
+            zarr_kwargs = {}
+            if "zarr:consolidated" in obj.extra_fields:
+                zarr_kwargs["consolidated"] = obj.extra_fields["zarr:consolidated"]
+            if "zarr:zarr_format" in obj.extra_fields:
+                zarr_kwargs["zarr_format"] = obj.extra_fields["zarr:zarr_format"]
+            default_kwargs = {**zarr_kwargs, "engine": "zarr"}
+        elif obj.media_type == "application/vnd.zarr+icechunk":
+            from xpystac._icechunk import read_icechunk
+
+            return read_icechunk(obj)        
+                
+        # MKM added for handling the 'archive' extension, as of now only plain '*.tar'
+        # not zipped tarfiles.
+        elif obj.media_type == "application/x-tar":
+            new_href=_extract_tar_file(obj)
+            print("Extraction Done!!!")
+            print(f"Extracted tar file:{new_href}")
+            # Check the archive:type and set the appropriate engine (as of now 'tar' of 'zarr',
+            # hence 'zarr' engine) to the xarray
+            default_kwargs = {**default_kwargs, "engine": "zarr"}
+            # Pass the new_href and the kwargs to xarray
+            return xarray.open_dataset(new_href, **{**default_kwargs, **open_kwargs, **kwargs})
+        
+        href = obj.href
+        if patch_url is not None:
+            href = patch_url(href)
 
-        ds = xarray.open_dataset(href, **{**default_kwargs, **open_kwargs, **kwargs})
-        return ds
+            ds = xarray.open_dataset(href, **{**default_kwargs, **open_kwargs, **kwargs})
+            return ds
 
     elif isinstance(obj, list):
         print("List of Assets as input!",flush=True)