4318f75c365f0eabb6230482b2c5c9134e3e2f49,pyinterpret/core/global_interpretation/partial_dependence.py,PartialDependence,_check_grid,#Any#Any#Any#,336

Before Change

    @staticmethod
    def _check_grid(grid, feature_ids, grid_resolution):
        assert isinstance(grid, np.ndarray), "Grid is not a numpy array"
        assert len(grid.shape) == 2, "Grid is not 2D"
        assert len(feature_ids) == grid.shape[0], "There should be as many rows in " \
                                                  "grid as there are features."
        assert grid_resolution == grid.shape[1], "There should be as many columns in " \

After Change

    @staticmethod
    def _check_grid(grid, feature_ids, grid_resolution):

        if not isinstance(grid, np.ndarray):
            err_msg = "Grid of type {} must be a numpy array".format(type(grid))
            raise exceptions.MalformedGridError(err_msg)
        if len(grid.shape) != 2:
            err_msg = "Grid of shape {} not 2D".format(grid.shape)
            raise exceptions.MalformedGridError(grid)

        if len(feature_ids) != grid.shape[0]:
            err_msg = "Given {0} features, there must be {1} rows in grid" \
                      "but {2} were found".format(len(feature_ids),
                                                  len(feature_ids),
                                                  grid.shape[0])
            raise exceptions.MalformedGridError(err_msg)

        if grid_resolution != grid.shape[1]:
            err_msg = "Given {0} grid resolution, there must be {1} columns in grid" \
                      "but {2} were found".format(grid_resolution,
                                                  grid_resolution,

Instances