kedro.extras.datasets

Description

kedro.extras.datasets is where you can find all of Kedro’s data connectors. These data connectors are implementations of the AbstractDataSet.

Classes

kedro.extras.datasets.api.APIDataSet(url[, …])	APIDataSet loads the data from HTTP(S) APIs.
kedro.extras.datasets.biosequence.BioSequenceDataSet(…)	BioSequenceDataSet loads and saves data to a sequence file.
kedro.extras.datasets.dask.ParquetDataSet(…)	ParquetDataSet loads and saves data to parquet file(s).
kedro.extras.datasets.email.EmailMessageDataSet(…)	EmailMessageDataSet loads/saves an email message from/to a file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.geopandas.GeoJSONDataSet(…)	GeoJSONDataSet loads/saves data to a GeoJSON file using an underlying filesystem (eg: local, S3, GCS).
kedro.extras.datasets.holoviews.HoloviewsWriter(…)	HoloviewsWriter saves Holoviews objects to image file(s) in an underlying filesystem (e.g.
kedro.extras.datasets.json.JSONDataSet(filepath)	JSONDataSet loads/saves data from/to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.matplotlib.MatplotlibWriter(…)	MatplotlibWriter saves matplotlib objects to image file(s) in an underlying filesystem (e.g.
kedro.extras.datasets.networkx.NetworkXDataSet(…)	NetworkXDataSet loads and saves graphs to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.CSVDataSet(filepath)	CSVDataSet loads/saves data from/to a CSV file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.ExcelDataSet(…)	ExcelDataSet loads/saves data from/to a Excel file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.AppendableExcelDataSet(…)	AppendableExcelDataSet loads/saves data from/to a local Excel file opened in append mode.
kedro.extras.datasets.pandas.FeatherDataSet(…)	FeatherDataSet loads and saves data to a feather file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.GBQTableDataSet(…)	GBQTableDataSet loads and saves data from/to Google BigQuery.
kedro.extras.datasets.pandas.HDFDataSet(…)	HDFDataSet loads/saves data from/to a hdf file using an underlying filesystem (e.g.
kedro.extras.datasets.pandas.JSONDataSet(…)	JSONDataSet loads/saves data from/to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.ParquetDataSet(…)	ParquetDataSet loads/saves data from/to a Parquet file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pandas.SQLQueryDataSet(…)	SQLQueryDataSet loads data from a provided SQL query.
kedro.extras.datasets.pandas.SQLTableDataSet(…)	SQLTableDataSet loads data from a SQL table and saves a pandas dataframe to a table.
kedro.extras.datasets.pickle.PickleDataSet(…)	PickleDataSet loads/saves data from/to a Pickle file using an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.pillow.ImageDataSet(…)	ImageDataSet loads/saves image data as numpy from an underlying filesystem (e.g.: local, S3, GCS).
kedro.extras.datasets.plotly.PlotlyDataSet(…)	PlotlyDataSet saves a pandas DataFrame to a plotly JSON file.
kedro.extras.datasets.spark.SparkDataSet(…)	SparkDataSet loads and saves Spark dataframes.
kedro.extras.datasets.spark.SparkHiveDataSet(…)	SparkHiveDataSet loads and saves Spark dataframes stored on Hive.
kedro.extras.datasets.spark.SparkJDBCDataSet(…)	SparkJDBCDataSet loads data from a database table accessible via JDBC URL url and connection properties and saves the content of a PySpark DataFrame to an external database table via JDBC.
kedro.extras.datasets.tensorflow.TensorFlowModelDataset(…)	TensorflowModelDataset loads and saves TensorFlow models.
kedro.extras.datasets.text.TextDataSet(filepath)	TextDataSet loads/saves data from/to a text file using an underlying filesystem (e.g.: local, S3, GCS)
kedro.extras.datasets.yaml.YAMLDataSet(filepath)	YAMLDataSet loads/saves data from/to a YAML file using an underlying filesystem (e.g.: local, S3, GCS).