Merge pull request #203 from ToFuProject/Issue202_UniformizeParamsShapes

Issue202 `_check_all_broadcastable(**kwdargs)`

Author: Didou09

datastock/_generic_check.py

@@ -550,6 +550,95 @@ def _obj_key(d0=None, short=None, key=None, ndigits=None):
     )
 
 
+# #############################################################################
+# #############################################################################
+#                   Utilities for plotting
+# #############################################################################
+
+
+def _check_all_broadcastable(**kwdargs):
+
+    # -------------------
+    # Preliminary check
+    # -------------------
+
+    dout = {}
+    dfail = {}
+    for k0, v0 in kwdargs.items():
+        try:
+            dout[k0] = np.atleast_1d(v0)
+        except Exception as err:
+            dfail[k0] = f"Not convertible to np.ndarray! - {v0}"
+
+    # Raise Exception
+    if len(dfail) > 0:
+        lstr = [f"\t- {k0}: {v0}" for k0, v0 in dfail.items()]
+        msg = (
+            "The following kwdargs are non-conform:\n"
+            + "\n".join(lstr)
+        )
+        raise Exception(msg)
+
+    # -------------------
+    # check ndim
+    # -------------------
+
+    dndim = {k0: v0.ndim for k0, v0 in dout.items() if v0.shape != (1,)}
+    lndim = list(set(dndim.values()))
+
+    if len(lndim) == 0:
+        # all scalar
+        return {k0: v0[0] for k0, v0 in dout.items()}, None
+
+    elif len(lndim) == 1:
+        ndim = lndim[0]
+
+    else:
+        lstr = [f"-t {k0}: {v0}" for k0, v0 in dndim.items()]
+        msg = (
+            "Some keyword args have non-compatible dimensions:\n"
+            + "\n".join(lstr)
+        )
+        raise Exception(msg)
+
+    # -------------------
+    # check shapes
+    # -------------------
+
+    dfail = {}
+    shapef = np.ones((ndim,), dtype=int)
+    for k0, v0 in dout.items():
+
+        if v0.shape == (1,):
+            dout[k0] = v0[0]
+            continue
+
+        for ii in range(ndim):
+            if v0.shape[ii] == 1:
+                pass
+            elif shapef[ii] == 1:
+                shapef[ii] = v0.shape[ii]
+            elif v0.shape[ii] == shapef[ii]:
+                pass
+            else:
+                dfail[k0] = f"Non-compatible shape = {v0.shape} (ii = {ii})"
+                continue
+
+    shapef = tuple(shapef)
+
+    # raise Exception if needed
+    if len(dfail) > 0:
+        lstr = [f"\t- {k0}: {v0}" for k0, v0 in dfail.items()]
+        msg = (
+            "The following keywords args have non-compatible shape:\n"
+            + "\n".join(lstr)
+            + f"\nReference shape: {shapef}\n"
+        )
+        raise Exception(msg)
+
+    return dout, shapef
+
+
 # #############################################################################
 # #############################################################################
 #                   Utilities for plotting
@@ -929,4 +1018,4 @@ def _check_cmap_vminvmax(data=None, cmap=None, vmin=None, vmax=None):
         else:
             vmax = nanmax
 
-    return cmap, vmin, vmax
+    return cmap, vmin, vmax

datastock/tests/test_01_DataStock.py

@@ -14,6 +14,7 @@
 import matplotlib.pyplot as plt
 
 # datastock-specific
+from .._generic_check import _check_all_broadcastable
 from .._class import DataStock
 from .._saveload import load
 
@@ -228,6 +229,38 @@ def test02_add_data(self):
     def test03_add_obj(self):
         _add_obj(st=self.st, nc=self.nc)
 
+    # ------------------------
+    #   Tools
+    # ------------------------
+
+    def test04_check_all_broadcastable(self):
+        # all scalar
+        dout, shape = _check_all_broadcastable(a=1, b=2)
+
+        # scalar + arrays
+        dout, shape = _check_all_broadcastable(a=1, b=(1, 2, 3))
+
+        # all arrays
+        dout, shape = _check_all_broadcastable(
+            a=(1, 2, 3),
+            b=(1, 2, 3),
+        )
+
+        # all arrays - 2d
+        dout, shape = _check_all_broadcastable(
+            a=np.r_[1, 2, 3][:, None],
+            b=np.r_[10, 20][None, :],
+        )
+
+        # check flag
+        err = False
+        try:
+            dout, shape = _check_all_broadcastable(a=(1, 2), b=(1, 2, 3))
+        except Exception:
+            err = True
+
+        assert err is True
+
 
 #######################################################
 #
@@ -639,4 +672,4 @@ def test26_saveload_coll(self, verb=False):
         msg = st2.__eq__(self.st, returnas=str)
         if msg is not True:
             raise Exception(msg)
-        os.remove(pfe)
+        os.remove(pfe)