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ds_resource_plugin_py_lib.common.serde.serialize.pandas¶

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

Description¶

Serialize a pandas DataFrame into a value.

Example

import pandas as pd

from ds_resource_plugin_py_lib.common.resource.dataset.storage_format import DatasetStorageFormatType
from ds_resource_plugin_py_lib.common.serde.serialize.pandas import PandasSerializer

df = pd.DataFrame({"a": [1, 2], "b": ["x", "y"]})
serializer = PandasSerializer(format=DatasetStorageFormatType.CSV)
csv_text = serializer(df, index=False)

Attributes¶

Classes¶

PandasSerializer

Extensible class to serialize dataset content.

Module Contents¶

ds_resource_plugin_py_lib.common.serde.serialize.pandas.logger¶

class ds_resource_plugin_py_lib.common.serde.serialize.pandas.PandasSerializer[source]¶

Bases: ds_resource_plugin_py_lib.common.serde.serialize.base.DataSerializer

Extensible class to serialize dataset content.

Convert obj to bytes.

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__(obj: Any, **_kwargs: Any) → Any[source]¶

Serialize a pandas DataFrame into a value. :param obj: The pandas DataFrame to serialize. :param **kwargs: Additional keyword arguments.

Returns:: A value.