Move get_model_weights function

Author: JMGilbert

src/dscim/utils/functions.py

@@ -22,80 +22,6 @@ def mean_func(consumption, dims):
     return consumption.mean(dims)
 
 
-def get_model_weights(rcp):
-    # clean weights
-    WEIGHT_FILE = (
-        f"/shares/gcp/climate/SMME-weights/{rcp}_2090_SMME_edited_for_April_2016.tsv"
-    )
-    weights = pd.read_csv(
-        WEIGHT_FILE, sep="\t", usecols=["quantile", "model", "weight"]
-    )
-
-    name_dict = {
-        "rcp45": {
-            "pattern1_": "surrogate_MRI-CGCM3_01",
-            "pattern2_": "surrogate_GFDL-ESM2G_01",
-            "pattern3_": "surrogate_MRI-CGCM3_06",
-            "pattern5_": "surrogate_MRI-CGCM3_11",
-            "pattern6_": "surrogate_GFDL-ESM2G_11",
-            "pattern27_": "surrogate_GFDL-CM3_89",
-            "pattern28_": "surrogate_CanESM2_89",
-            "pattern29_": "surrogate_GFDL-CM3_94",
-            "pattern30_": "surrogate_CanESM2_94",
-            "pattern31_": "surrogate_GFDL-CM3_99",
-            "pattern32_": "surrogate_CanESM2_99",
-        },
-        "rcp85": {
-            "pattern1_": "surrogate_MRI-CGCM3_01",
-            "pattern2_": "surrogate_GFDL-ESM2G_01",
-            "pattern3_": "surrogate_MRI-CGCM3_06",
-            "pattern4_": "surrogate_GFDL-ESM2G_06",
-            "pattern5_": "surrogate_MRI-CGCM3_11",
-            "pattern6_": "surrogate_GFDL-ESM2G_11",
-            "pattern28_": "surrogate_GFDL-CM3_89",
-            "pattern29_": "surrogate_CanESM2_89",
-            "pattern30_": "surrogate_GFDL-CM3_94",
-            "pattern31_": "surrogate_CanESM2_94",
-            "pattern32_": "surrogate_GFDL-CM3_99",
-            "pattern33_": "surrogate_CanESM2_99",
-        },
-    }
-
-    common = {
-        "access1-0": "ACCESS1-0",
-        "bnu-esm": "BNU-ESM",
-        "canesm2": "CanESM2",
-        "ccsm4": "CCSM4",
-        "cesm1-bgc": "CESM1-BGC",
-        "cnrm-cm5": "CNRM-CM5",
-        "csiro-mk3-6-0": "CSIRO-Mk3-6-0",
-        "gfdl-cm3": "GFDL-CM3",
-        "gfdl-esm2g": "GFDL-ESM2G",
-        "gfdl-esm2m": "GFDL-ESM2M",
-        "ipsl-cm5a-lr": "IPSL-CM5A-LR",
-        "ipsl-cm5a-mr": "IPSL-CM5A-MR",
-        "miroc-esm-chem": "MIROC-ESM-CHEM",
-        "miroc-esm*": "MIROC-ESM",
-        "miroc5": "MIROC5",
-        "mpi-esm-lr": "MPI-ESM-LR",
-        "mpi-esm-mr": "MPI-ESM-MR",
-        "mri-cgcm3": "MRI-CGCM3",
-        "noresm1-m": "NorESM1-M",
-    }
-
-    [v.update(common) for k, v in name_dict.items()]
-
-    for old, new in name_dict[rcp].items():
-        weights.loc[weights.model.str.contains(f"{old}"), "model"] = (
-            weights.model.apply(lambda x: x.replace(x, new))
-        )
-    weights.model = weights.model.apply(lambda x: x.replace("*", ""))
-    weights = weights.rename(columns={"model": "gcm"}).set_index("gcm").to_xarray()
-    weights = weights.assign_coords({"rcp": rcp})
-
-    return weights.weight
-
-
 def gcms():
     return [
         "ACCESS1-0",