kedro_datasets.api.APIDataSet(url[, method, ...])
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APIDataSet loads/saves data from/to HTTP(S) APIs.
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kedro_datasets.biosequence.BioSequenceDataSet(...)
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BioSequenceDataSet loads and saves data to a sequence file.
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kedro_datasets.dask.ParquetDataSet(filepath)
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ParquetDataSet loads and saves data to parquet file(s).
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kedro_datasets.databricks.ManagedTableDataSet(table)
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ManagedTableDataSet loads and saves data into managed delta tables on Databricks.
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kedro_datasets.email.EmailMessageDataSet(...)
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EmailMessageDataSet loads/saves an email message from/to a file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.geopandas.GeoJSONDataSet(filepath)
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GeoJSONDataSet loads/saves data to a GeoJSON file using an underlying filesystem (eg: local, S3, GCS).
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kedro_datasets.holoviews.HoloviewsWriter(...)
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HoloviewsWriter saves Holoviews objects to image file(s) in an underlying filesystem (e.g.
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kedro_datasets.json.JSONDataSet(filepath[, ...])
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JSONDataSet loads/saves data from/to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.matplotlib.MatplotlibWriter(...)
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MatplotlibWriter saves one or more Matplotlib objects as image files to an underlying filesystem (e.g.
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kedro_datasets.networkx.GMLDataSet(filepath)
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GMLDataSet loads and saves graphs to a GML file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.networkx.GraphMLDataSet(filepath)
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GraphMLDataSet loads and saves graphs to a GraphML file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.networkx.JSONDataSet(filepath)
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NetworkX JSONDataSet loads and saves graphs to a JSON file using an underlying filesystem (e.g.: local, S3, GCS). |
kedro_datasets.pandas.CSVDataSet(filepath[, ...])
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CSVDataSet loads/saves data from/to a CSV file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pandas.DeltaTableDataSet([...])
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DeltaTableDataSet loads/saves delta tables from/to a filesystem (e.g.: local, S3, GCS), Databricks unity catalog and AWS Glue catalog respectively.
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kedro_datasets.pandas.ExcelDataSet(filepath)
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ExcelDataSet loads/saves data from/to a Excel file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pandas.FeatherDataSet(filepath)
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FeatherDataSet loads and saves data to a feather file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pandas.GBQQueryDataSet([sql, ...])
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GBQQueryDataSet loads data from a provided SQL query from Google BigQuery.
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kedro_datasets.pandas.GBQTableDataSet(...[, ...])
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GBQTableDataSet loads and saves data from/to Google BigQuery.
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kedro_datasets.pandas.GenericDataSet(...[, ...])
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pandas.GenericDataSet loads/saves data from/to a data file using an underlying filesystem (e.g.: local, S3, GCS). |
kedro_datasets.pandas.HDFDataSet(filepath, key)
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HDFDataSet loads/saves data from/to a hdf file using an underlying filesystem (e.g.
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kedro_datasets.pandas.JSONDataSet(filepath)
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JSONDataSet loads/saves data from/to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pandas.ParquetDataSet(filepath)
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ParquetDataSet loads/saves data from/to a Parquet file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pandas.SQLQueryDataSet([sql, ...])
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SQLQueryDataSet loads data from a provided SQL query.
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kedro_datasets.pandas.SQLTableDataSet(...[, ...])
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SQLTableDataSet loads data from a SQL table and saves a pandas dataframe to a table.
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kedro_datasets.pandas.XMLDataSet(filepath[, ...])
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XMLDataSet loads/saves data from/to a XML file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pickle.PickleDataSet(filepath)
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PickleDataSet loads/saves data from/to a Pickle file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.pillow.ImageDataSet(filepath)
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ImageDataSet loads/saves image data as numpy from an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.plotly.JSONDataSet(filepath)
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JSONDataSet loads/saves a plotly figure from/to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.plotly.PlotlyDataSet(...[, ...])
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PlotlyDataSet generates a plot from a pandas DataFrame and saves it to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.polars.CSVDataSet(filepath[, ...])
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CSVDataSet loads/saves data from/to a CSV file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.redis.PickleDataSet(key[, ...])
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PickleDataSet loads/saves data from/to a Redis database.
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kedro_datasets.snowflake.SnowparkTableDataSet(...)
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SnowparkTableDataSet loads and saves Snowpark dataframes.
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kedro_datasets.spark.DeltaTableDataSet(filepath)
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DeltaTableDataSet loads data into DeltaTable objects.
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kedro_datasets.spark.SparkDataSet(filepath)
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SparkDataSet loads and saves Spark dataframes.
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kedro_datasets.spark.SparkHiveDataSet(...[, ...])
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SparkHiveDataSet loads and saves Spark dataframes stored on Hive.
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kedro_datasets.spark.SparkJDBCDataSet(url, table)
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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.
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kedro_datasets.spark.SparkStreamingDataSet([...])
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SparkStreamingDataSet loads data to Spark Streaming Dataframe objects.
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kedro_datasets.svmlight.SVMLightDataSet(filepath)
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SVMLightDataSet loads/saves data from/to a svmlight/libsvm file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.tensorflow.TensorFlowModelDataSet(...)
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TensorFlowModelDataSet loads and saves TensorFlow models.
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kedro_datasets.text.TextDataSet(filepath[, ...])
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TextDataSet loads/saves data from/to a text file using an underlying filesystem (e.g.: local, S3, GCS)
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kedro_datasets.tracking.JSONDataSet(filepath)
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JSONDataSet saves data to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.tracking.MetricsDataSet(filepath)
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MetricsDataSet saves data to a JSON file using an underlying filesystem (e.g.: local, S3, GCS).
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kedro_datasets.video.VideoDataSet(filepath)
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VideoDataSet loads / save video data from a given filepath as sequence of PIL.Image.Image using OpenCV.
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kedro_datasets.yaml.YAMLDataSet(filepath[, ...])
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YAMLDataSet loads/saves data from/to a YAML file using an underlying filesystem (e.g.: local, S3, GCS).
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