Module Import alias ImportFrom alias Import alias ImportFrom alias ImportFrom alias Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Import alias identifier Expr Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore NameLoad Assign NameStore ListLoad If SubscriptLoad NameLoad Index Str body If CompareIn Str SubscriptLoad NameLoad Index Str body Assign NameStore Call NameLoad SubscriptLoad SubscriptLoad NameLoad Index Str Index Str If CompareIn Str SubscriptLoad NameLoad Index Str body Assign NameStore ListComp Call NameLoad NameLoad comprehension NameStore SubscriptLoad SubscriptLoad NameLoad Index Str Index Str Assign TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad NameLoad Assign NameStore ListLoad If SubscriptLoad NameLoad Index Str body Assign NameStore ListComp Call Call NameLoad NameLoad comprehension NameStore SubscriptLoad NameLoad Index Str Assign NameStore NameLoad If CompareIn Str NameLoad body Assign NameStore ListComp Call NameLoad NameLoad comprehension NameStore SubscriptLoad NameLoad Index Str Return Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str If CompareEq SubscriptLoad NameLoad Index Str Str body If CompareGt SubscriptLoad NameLoad Index Str Num body Expr Call AttributeLoad NameLoad attr Call AttributeLoad Str attr NameLoad Return NameLoad Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr Str Dict orelse If CompareEq SubscriptLoad NameLoad Index Str Str body Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr Str Dict orelse If CompareEq SubscriptLoad NameLoad Index Str Str body Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str Call AttributeLoad NameLoad attr Str Dict orelse If CompareEq SubscriptLoad NameLoad Index Str Str body Return Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str SubscriptLoad NameLoad Index Str Call NameLoad Str Dict decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str NameLoad Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str NameLoad Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str NameLoad Assign NameStore Call AttributeLoad SubscriptLoad NameLoad Index Str attr Str NameLoad Assign NameStore Str If BoolOpAnd NameLoad CompareEq NameLoad Num body Assign NameStore Str Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore ListComp Call AttributeLoad NameLoad attr NameLoad NameLoad comprehension NameStore NameLoad If NameLoad body Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr SubscriptLoad NameLoad Index Num Assign NameStore Call NameLoad SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num NameLoad NameLoad If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad If NameLoad body Assign NameStore ListComp Call AttributeLoad NameLoad attr NameLoad NameLoad comprehension NameStore NameLoad If NameLoad body Assign NameStore Call NameLoad NameLoad If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad If NameLoad body Assign NameStore ListComp Call AttributeLoad NameLoad attr NameLoad NameLoad comprehension NameStore NameLoad If BoolOpAnd NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num SubscriptLoad NameLoad Index Num If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad If NameLoad body Assign NameStore ListComp Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad comprehension NameStore NameLoad Return TupleLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str If CompareIn Str NameLoad body Expr Call AttributeLoad NameLoad attr Str Return NameLoad Return Call NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num Call NameLoad SubscriptLoad NameLoad Index Num decorator_list
N/A N/A dateutil.parser datetime timedelta N/A logging ocw.dataset Bounds ocw.evaluation Evaluation N/A ocw.dataset_processor dsp N/A ocw.data_source.local local N/A ocw.data_source.rcmed rcmed N/A ocw.data_source.esgf esgf N/A ocw.data_source.dap dap N/A ocw.metrics metrics N/A numpy np N/A N/A N/A logging basicConfig N/A logger N/A N/A logging getLogger __name__ generate_evaluation_from_config N/A N/A config_data N/A N/A N/A  Generate an Evaluation object from configuration data.

    :param config_data: Dictionary of the data parsed from the supplied YAML
        configuration file.
    :type config_data: :func:`dict`

    :returns: An Evaluation object containing the data specified in the
        supplied configuration data.
     N/A reference None N/A targets N/A N/A N/A config_data N/A datasets N/A N/A N/A reference N/A config_data N/A datasets N/A N/A reference N/A _load_dataset N/A N/A config_data N/A datasets N/A reference N/A N/A targets N/A config_data N/A datasets N/A N/A targets N/A N/A _load_dataset t N/A t N/A N/A config_data N/A datasets N/A targets N/A N/A reference targets N/A _prepare_datasets_for_evaluation reference targets config_data N/A eval_metrics N/A N/A N/A config_data N/A metrics N/A N/A eval_metrics N/A N/A N/A _load_metric m N/A m N/A config_data N/A metrics N/A subregions None N/A N/A subregions config_data N/A N/A subregions N/A N/A _load_subregion s N/A s N/A config_data N/A subregions N/A N/A Evaluation reference targets eval_metrics subregions subregions N/A _load_dataset N/A N/A dataset_config_data N/A N/A N/A N/A N/A N/A dataset_config_data N/A data_source local N/A N/A N/A N/A dataset_config_data N/A file_count 1 N/A N/A N/A N/A logger error N/A N/A Multi-file datasets are currently not supported. Cancelling load of the following dataset: {} format dataset_config_data N/A None N/A N/A N/A local load_file N/A dataset_config_data N/A path N/A dataset_config_data N/A variable N/A N/A dataset_config_data get optional_args N/A N/A N/A N/A N/A dataset_config_data N/A data_source rcmed N/A N/A N/A N/A rcmed parameter_dataset N/A dataset_config_data N/A dataset_id N/A dataset_config_data N/A parameter_id N/A dataset_config_data N/A min_lat N/A dataset_config_data N/A max_lat N/A dataset_config_data N/A min_lon N/A dataset_config_data N/A min_lon N/A dataset_config_data N/A start_time N/A dataset_config_data N/A end_time N/A N/A dataset_config_data get optional_args N/A N/A N/A N/A N/A dataset_config_data N/A data_source esgf N/A N/A N/A N/A esgf load_dataset N/A dataset_config_data N/A dataset_id N/A dataset_config_data N/A variable N/A dataset_config_data N/A esgf_username N/A dataset_config_data N/A esgf_password N/A N/A dataset_config_data get optional_args N/A N/A N/A N/A N/A dataset_config_data N/A data_source dap N/A N/A N/A N/A dap load N/A dataset_config_data N/A url N/A dataset_config_data N/A variable N/A dataset_config_data optional_args N/A N/A _prepare_datasets_for_evaluation N/A N/A reference targets config_data N/A N/A N/A N/A subset N/A N/A N/A config_data N/A evaluation get subset None N/A temporal_time_delta N/A N/A N/A config_data N/A evaluation get temporal_time_delta None N/A spatial_regrid_lats N/A N/A N/A config_data N/A evaluation get spatial_regrid_lats None N/A spatial_regrid_lons N/A N/A N/A config_data N/A evaluation get spatial_regrid_lons None N/A string_time_delta monthly N/A N/A temporal_time_delta N/A temporal_time_delta 1 N/A N/A string_time_delta daily N/A reference N/A N/A dsp normalize_dataset_datetimes reference string_time_delta N/A targets N/A N/A N/A dsp normalize_dataset_datetimes t string_time_delta N/A t targets N/A subset N/A N/A start N/A N/A N/A dateutil parser parse N/A subset N/A 4 N/A end N/A N/A N/A dateutil parser parse N/A subset N/A 5 N/A bounds N/A Bounds N/A subset N/A 0 N/A subset N/A 1 N/A subset N/A 2 N/A subset N/A 3 start end N/A reference N/A N/A reference N/A N/A dsp safe_subset bounds reference N/A targets N/A N/A targets N/A N/A N/A dsp safe_subset bounds t N/A t targets N/A temporal_time_delta N/A N/A resolution N/A timedelta temporal_time_delta N/A reference N/A N/A reference N/A N/A dsp temporal_rebin reference resolution N/A targets N/A N/A targets N/A N/A N/A dsp temporal_rebin t resolution N/A t targets N/A N/A spatial_regrid_lats spatial_regrid_lons N/A N/A lats N/A N/A np arange N/A spatial_regrid_lats N/A 0 N/A spatial_regrid_lats N/A 1 N/A spatial_regrid_lats N/A 2 N/A lons N/A N/A np arange N/A spatial_regrid_lons N/A 0 N/A spatial_regrid_lons N/A 1 N/A spatial_regrid_lons N/A 2 N/A reference N/A N/A reference N/A N/A dsp spatial_regrid reference lats lons N/A targets N/A N/A targets N/A N/A N/A dsp spatial_regrid t lats lons N/A t targets N/A N/A reference targets N/A _load_metric N/A N/A metric_config_data N/A N/A N/A N/A N/A . metric_config_data N/A N/A N/A N/A logger error User-defined metrics outside of the ocw.metrics module cannot currently be loaded. If you just wanted a metric found in ocw.metrics then do not specify the full package and module names. See the documentation for examples. N/A None N/A N/A getattr metrics metric_config_data N/A _load_subregion N/A N/A subregion_config_data N/A N/A N/A N/A N/A Bounds N/A float N/A subregion_config_data N/A 0 N/A float N/A subregion_config_data N/A 1 N/A float N/A subregion_config_data N/A 2 N/A float N/A subregion_config_data N/A 3 N/A