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How to use check_schema_type method in pandera

Best Python code snippet using pandera_python

superai_helper.py

Source:superai_helper.py

...3"""4import logging5import re6logger = logging.getLogger(__name__)7def check_schema_type(task_inputs):8    if "schema_instance" in task_inputs["parameters"]["output_schema"]:9        return True10    else:11        logger.fatal(12            "Can't find neither old nor new schema paradigm, can't return a result"13        )14        raise ValueError(15            "Can't find neither old nor new schema paradigm, can't return a result"16        )17def get_image_url(task_inputs):18    check_schema_type(task_inputs)19    image_url = task_inputs["parameters"]["output_schema"]["schema_instance"][20        "imageUrl"21    ]22    task_inputs["parameters"]["output_schema"]["schema_instance"][23        "imageUrl"24    ] = convert_to_dataurl(image_url)25    return image_url, task_inputs26def obtain_schema_bound_results(instances, task_inputs):27    empty_prediction = False28    if not instances:29        empty_prediction = True30        instances = [{"prediction": {}}]31    task_inputs["parameters"]["output_schema"]["schema_instance"]["annotations"] = {32        "instances": [instance["prediction"] for instance in instances]...

pandas_accessor.py

Source:pandas_accessor.py

...9        """Initialize the pandera accessor."""10        self._pandas_obj = pandas_obj11        self._schema: Optional[Schemas] = None12    @staticmethod13    def check_schema_type(schema: Schemas):14        """Abstract method for checking the schema type."""15        raise NotImplementedError16    def add_schema(self, schema):17        """Add a schema to the pandas object."""18        self.check_schema_type(schema)19        self._schema = schema20        return self._pandas_obj21    @property22    def schema(self) -> Optional[Schemas]:23        """Access schema metadata."""24        return self._schema25@pd.api.extensions.register_dataframe_accessor("pandera")26class PanderaDataFrameAccessor(PanderaAccessor):27    """Pandera accessor for pandas DataFrame."""28    @staticmethod29    def check_schema_type(schema):30        if not isinstance(schema, schemas.DataFrameSchema):31            raise TypeError(32                f"schema arg must be a DataFrameSchema, found {type(schema)}"33            )34@pd.api.extensions.register_series_accessor("pandera")35class PanderaSeriesAccessor(PanderaAccessor):36    """Pandera accessor for pandas Series."""37    @staticmethod38    def check_schema_type(schema):39        if not isinstance(schema, schemas.SeriesSchema):40            raise TypeError(41                f"schema arg must be a SeriesSchema, found {type(schema)}"...

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