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ds_resource_plugin_py_lib.common.serde.deserialize.pandas¶

File: pandas.py Region: ds_resource_plugin_py_lib/common/serde/deserialize

Description¶

Deserialize a value into a pandas DataFrame.

Example

from ds_resource_plugin_py_lib.common.resource.dataset.storage_format import DatasetStorageFormatType
from ds_resource_plugin_py_lib.common.serde.deserialize.pandas import PandasDeserializer

deserializer = PandasDeserializer(format=DatasetStorageFormatType.JSON)
df = deserializer('{"a":[1,2],"b":["x","y"]}')

Attributes¶

Classes¶

PandasDeserializer

Extensible class to deserialize dataset content.

Module Contents¶

ds_resource_plugin_py_lib.common.serde.deserialize.pandas.logger¶

class ds_resource_plugin_py_lib.common.serde.deserialize.pandas.PandasDeserializer[source]¶

Bases: ds_resource_plugin_py_lib.common.serde.deserialize.base.DataDeserializer

Extensible class to deserialize dataset content.

Not supposed to be used directly, but to be subclassed.

format: ds_resource_plugin_py_lib.common.resource.dataset.storage_format.DatasetStorageFormatType¶

kwargs: dict[str, Any]¶

__call__(value: Any, **_kwargs: Any) → pandas.DataFrame[source]¶

Deserialize a value into a pandas DataFrame. :param value: The value to deserialize. :param **kwargs: Additional keyword arguments.

Returns:: A pandas DataFrame.