Learn about Kedro
conda
pip
pandas-iris
conf
data
src
Tutorial and basic Kedro usage
pipeline()
catalog
context
pipelines
session
%reload_kedro
%run_viz
KedroContext
KedroSession
Kedro projects
ConfigLoader
OmegaConfigLoader
TemplatedConfigLoader
catalog.yml
type
filepath
utf-8
kedro catalog rank
kedro catalog resolve
PartitionedDataset
_load
fsspec
_save
_describe
**kwargs
kedro pipeline create
SequentialRunner
ParallelRunner
kedro run
Advanced usage
click
global
project
before_node_run
KEDRO_LOGGING_CONFIG
rich
conf/base/spark.yml
SparkSession
MemoryDataset
DataFrame
copy_mode="assign"
ThreadRunner
venv
virtualenv
pytest
/tests
pytest-cov
pre-commit
kedro-sagemaker
DataCatalog
kedro-azureml
kedro-kubeflow
kedro-vertexai
Contribute to Kedro
API documentation
KedroPythonVersionWarning
KedroPythonVersionWarning.args
KedroPythonVersionWarning.with_traceback()
MissingConfigException
AbstractDataset
AbstractVersionedDataset
CachedDataSet
CachedDataset
IncrementalDataSet
IncrementalDataset
LambdaDataSet
LambdaDataset
MemoryDataSet
PartitionedDataSet
Version
DataSetAlreadyExistsError
DataSetError
DataSetNotFoundError
DatasetAlreadyExistsError
DatasetError
DatasetNotFoundError
load_ipython_extension()
magic_reload_kedro()
reload_kedro()
RichHandler
node()
Pipeline
Node
ModularPipelineError
run_node()
AbstractRunner
load_obj()
APIDataSet
APIDataSet.DEFAULT_SAVE_ARGS
APIDataSet.__init__()
APIDataSet.exists()
APIDataSet.from_config()
APIDataSet.load()
APIDataSet.release()
APIDataSet.save()
BioSequenceDataSet
BioSequenceDataSet.DEFAULT_LOAD_ARGS
BioSequenceDataSet.DEFAULT_SAVE_ARGS
BioSequenceDataSet.__init__()
BioSequenceDataSet.exists()
BioSequenceDataSet.from_config()
BioSequenceDataSet.invalidate_cache()
BioSequenceDataSet.load()
BioSequenceDataSet.release()
BioSequenceDataSet.save()
ParquetDataSet
ParquetDataSet.DEFAULT_LOAD_ARGS
ParquetDataSet.DEFAULT_SAVE_ARGS
ParquetDataSet.__init__()
ParquetDataSet.exists()
ParquetDataSet.from_config()
ParquetDataSet.fs_args
ParquetDataSet.load()
ParquetDataSet.release()
ParquetDataSet.save()
ManagedTableDataSet
ManagedTableDataSet.__init__()
ManagedTableDataSet.exists()
ManagedTableDataSet.from_config()
ManagedTableDataSet.load()
ManagedTableDataSet.release()
ManagedTableDataSet.resolve_load_version()
ManagedTableDataSet.resolve_save_version()
ManagedTableDataSet.save()
EmailMessageDataSet
EmailMessageDataSet.DEFAULT_LOAD_ARGS
EmailMessageDataSet.DEFAULT_SAVE_ARGS
EmailMessageDataSet.__init__()
EmailMessageDataSet.exists()
EmailMessageDataSet.from_config()
EmailMessageDataSet.load()
EmailMessageDataSet.release()
EmailMessageDataSet.resolve_load_version()
EmailMessageDataSet.resolve_save_version()
EmailMessageDataSet.save()
GeoJSONDataSet
GeoJSONDataSet.DEFAULT_LOAD_ARGS
GeoJSONDataSet.DEFAULT_SAVE_ARGS
GeoJSONDataSet.__init__()
GeoJSONDataSet.exists()
GeoJSONDataSet.from_config()
GeoJSONDataSet.invalidate_cache()
GeoJSONDataSet.load()
GeoJSONDataSet.release()
GeoJSONDataSet.resolve_load_version()
GeoJSONDataSet.resolve_save_version()
GeoJSONDataSet.save()
HoloviewsWriter
HoloviewsWriter.DEFAULT_SAVE_ARGS
HoloviewsWriter.__init__()
HoloviewsWriter.exists()
HoloviewsWriter.from_config()
HoloviewsWriter.load()
HoloviewsWriter.release()
HoloviewsWriter.resolve_load_version()
HoloviewsWriter.resolve_save_version()
HoloviewsWriter.save()
JSONDataSet
JSONDataSet.DEFAULT_SAVE_ARGS
JSONDataSet.__init__()
JSONDataSet.exists()
JSONDataSet.from_config()
JSONDataSet.load()
JSONDataSet.release()
JSONDataSet.resolve_load_version()
JSONDataSet.resolve_save_version()
JSONDataSet.save()
MatplotlibWriter
MatplotlibWriter.DEFAULT_SAVE_ARGS
MatplotlibWriter.__init__()
MatplotlibWriter.exists()
MatplotlibWriter.from_config()
MatplotlibWriter.load()
MatplotlibWriter.release()
MatplotlibWriter.resolve_load_version()
MatplotlibWriter.resolve_save_version()
MatplotlibWriter.save()
GMLDataSet
GMLDataSet.DEFAULT_LOAD_ARGS
GMLDataSet.DEFAULT_SAVE_ARGS
GMLDataSet.__init__()
GMLDataSet.exists()
GMLDataSet.from_config()
GMLDataSet.load()
GMLDataSet.release()
GMLDataSet.resolve_load_version()
GMLDataSet.resolve_save_version()
GMLDataSet.save()
GraphMLDataSet
GraphMLDataSet.DEFAULT_LOAD_ARGS
GraphMLDataSet.DEFAULT_SAVE_ARGS
GraphMLDataSet.__init__()
GraphMLDataSet.exists()
GraphMLDataSet.from_config()
GraphMLDataSet.load()
GraphMLDataSet.release()
GraphMLDataSet.resolve_load_version()
GraphMLDataSet.resolve_save_version()
GraphMLDataSet.save()
JSONDataSet.DEFAULT_LOAD_ARGS
CSVDataSet
CSVDataSet.DEFAULT_LOAD_ARGS
CSVDataSet.DEFAULT_SAVE_ARGS
CSVDataSet.__init__()
CSVDataSet.exists()
CSVDataSet.from_config()
CSVDataSet.load()
CSVDataSet.release()
CSVDataSet.resolve_load_version()
CSVDataSet.resolve_save_version()
CSVDataSet.save()
DeltaTableDataSet
DeltaTableDataSet.ACCEPTED_WRITE_MODES
DeltaTableDataSet.DEFAULT_LOAD_ARGS
DeltaTableDataSet.DEFAULT_SAVE_ARGS
DeltaTableDataSet.DEFAULT_WRITE_MODE
DeltaTableDataSet.__init__()
DeltaTableDataSet.exists()
DeltaTableDataSet.from_config()
DeltaTableDataSet.fs_args
DeltaTableDataSet.get_loaded_version()
DeltaTableDataSet.history
DeltaTableDataSet.load()
DeltaTableDataSet.metadata
DeltaTableDataSet.release()
DeltaTableDataSet.save()
DeltaTableDataSet.schema
ExcelDataSet
ExcelDataSet.DEFAULT_LOAD_ARGS
ExcelDataSet.DEFAULT_SAVE_ARGS
ExcelDataSet.__init__()
ExcelDataSet.exists()
ExcelDataSet.from_config()
ExcelDataSet.load()
ExcelDataSet.release()
ExcelDataSet.resolve_load_version()
ExcelDataSet.resolve_save_version()
ExcelDataSet.save()
FeatherDataSet
FeatherDataSet.DEFAULT_LOAD_ARGS
FeatherDataSet.DEFAULT_SAVE_ARGS
FeatherDataSet.__init__()
FeatherDataSet.exists()
FeatherDataSet.from_config()
FeatherDataSet.load()
FeatherDataSet.release()
FeatherDataSet.resolve_load_version()
FeatherDataSet.resolve_save_version()
FeatherDataSet.save()
GBQQueryDataSet
GBQQueryDataSet.DEFAULT_LOAD_ARGS
GBQQueryDataSet.__init__()
GBQQueryDataSet.exists()
GBQQueryDataSet.from_config()
GBQQueryDataSet.load()
GBQQueryDataSet.release()
GBQQueryDataSet.save()
GBQTableDataSet
GBQTableDataSet.DEFAULT_LOAD_ARGS
GBQTableDataSet.DEFAULT_SAVE_ARGS
GBQTableDataSet.__init__()
GBQTableDataSet.exists()
GBQTableDataSet.from_config()
GBQTableDataSet.load()
GBQTableDataSet.release()
GBQTableDataSet.save()
GenericDataSet
GenericDataSet.DEFAULT_LOAD_ARGS
GenericDataSet.DEFAULT_SAVE_ARGS
GenericDataSet.__init__()
GenericDataSet.exists()
GenericDataSet.from_config()
GenericDataSet.load()
GenericDataSet.release()
GenericDataSet.resolve_load_version()
GenericDataSet.resolve_save_version()
GenericDataSet.save()
HDFDataSet
HDFDataSet.DEFAULT_LOAD_ARGS
HDFDataSet.DEFAULT_SAVE_ARGS
HDFDataSet.__init__()
HDFDataSet.exists()
HDFDataSet.from_config()
HDFDataSet.load()
HDFDataSet.release()
HDFDataSet.resolve_load_version()
HDFDataSet.resolve_save_version()
HDFDataSet.save()
ParquetDataSet.resolve_load_version()
ParquetDataSet.resolve_save_version()
SQLQueryDataSet
SQLQueryDataSet.__init__()
SQLQueryDataSet.adapt_mssql_date_params()
SQLQueryDataSet.create_connection()
SQLQueryDataSet.engines
SQLQueryDataSet.exists()
SQLQueryDataSet.from_config()
SQLQueryDataSet.load()
SQLQueryDataSet.release()
SQLQueryDataSet.save()
SQLTableDataSet
SQLTableDataSet.DEFAULT_LOAD_ARGS
SQLTableDataSet.DEFAULT_SAVE_ARGS
SQLTableDataSet.__init__()
SQLTableDataSet.create_connection()
SQLTableDataSet.engines
SQLTableDataSet.exists()
SQLTableDataSet.from_config()
SQLTableDataSet.load()
SQLTableDataSet.release()
SQLTableDataSet.save()
XMLDataSet
XMLDataSet.DEFAULT_LOAD_ARGS
XMLDataSet.DEFAULT_SAVE_ARGS
XMLDataSet.__init__()
XMLDataSet.exists()
XMLDataSet.from_config()
XMLDataSet.load()
XMLDataSet.release()
XMLDataSet.resolve_load_version()
XMLDataSet.resolve_save_version()
XMLDataSet.save()
PickleDataSet
PickleDataSet.DEFAULT_LOAD_ARGS
PickleDataSet.DEFAULT_SAVE_ARGS
PickleDataSet.__init__()
PickleDataSet.exists()
PickleDataSet.from_config()
PickleDataSet.load()
PickleDataSet.release()
PickleDataSet.resolve_load_version()
PickleDataSet.resolve_save_version()
PickleDataSet.save()
ImageDataSet
ImageDataSet.DEFAULT_SAVE_ARGS
ImageDataSet.__init__()
ImageDataSet.exists()
ImageDataSet.from_config()
ImageDataSet.load()
ImageDataSet.release()
ImageDataSet.resolve_load_version()
ImageDataSet.resolve_save_version()
ImageDataSet.save()
PlotlyDataSet
PlotlyDataSet.DEFAULT_LOAD_ARGS
PlotlyDataSet.DEFAULT_SAVE_ARGS
PlotlyDataSet.__init__()
PlotlyDataSet.exists()
PlotlyDataSet.from_config()
PlotlyDataSet.load()
PlotlyDataSet.release()
PlotlyDataSet.resolve_load_version()
PlotlyDataSet.resolve_save_version()
PlotlyDataSet.save()
PickleDataSet.DEFAULT_REDIS_URL
SnowparkTableDataSet
SnowparkTableDataSet.DEFAULT_LOAD_ARGS
SnowparkTableDataSet.DEFAULT_SAVE_ARGS
SnowparkTableDataSet.__init__()
SnowparkTableDataSet.exists()
SnowparkTableDataSet.from_config()
SnowparkTableDataSet.load()
SnowparkTableDataSet.release()
SnowparkTableDataSet.save()
SparkDataSet
SparkDataSet.DEFAULT_LOAD_ARGS
SparkDataSet.DEFAULT_SAVE_ARGS
SparkDataSet.__init__()
SparkDataSet.exists()
SparkDataSet.from_config()
SparkDataSet.load()
SparkDataSet.release()
SparkDataSet.resolve_load_version()
SparkDataSet.resolve_save_version()
SparkDataSet.save()
SparkHiveDataSet
SparkHiveDataSet.DEFAULT_SAVE_ARGS
SparkHiveDataSet.__init__()
SparkHiveDataSet.exists()
SparkHiveDataSet.from_config()
SparkHiveDataSet.load()
SparkHiveDataSet.release()
SparkHiveDataSet.save()
SparkJDBCDataSet
SparkJDBCDataSet.DEFAULT_LOAD_ARGS
SparkJDBCDataSet.DEFAULT_SAVE_ARGS
SparkJDBCDataSet.__init__()
SparkJDBCDataSet.exists()
SparkJDBCDataSet.from_config()
SparkJDBCDataSet.load()
SparkJDBCDataSet.release()
SparkJDBCDataSet.save()
SparkStreamingDataSet
SparkStreamingDataSet.DEFAULT_LOAD_ARGS
SparkStreamingDataSet.DEFAULT_SAVE_ARGS
SparkStreamingDataSet.__init__()
SparkStreamingDataSet.exists()
SparkStreamingDataSet.from_config()
SparkStreamingDataSet.load()
SparkStreamingDataSet.release()
SparkStreamingDataSet.save()
SVMLightDataSet
SVMLightDataSet.DEFAULT_LOAD_ARGS
SVMLightDataSet.DEFAULT_SAVE_ARGS
SVMLightDataSet.__init__()
SVMLightDataSet.exists()
SVMLightDataSet.from_config()
SVMLightDataSet.load()
SVMLightDataSet.release()
SVMLightDataSet.resolve_load_version()
SVMLightDataSet.resolve_save_version()
SVMLightDataSet.save()
TensorFlowModelDataSet
TensorFlowModelDataSet.DEFAULT_LOAD_ARGS
TensorFlowModelDataSet.DEFAULT_SAVE_ARGS
TensorFlowModelDataSet.__init__()
TensorFlowModelDataSet.exists()
TensorFlowModelDataSet.from_config()
TensorFlowModelDataSet.load()
TensorFlowModelDataSet.release()
TensorFlowModelDataSet.resolve_load_version()
TensorFlowModelDataSet.resolve_save_version()
TensorFlowModelDataSet.save()
TextDataSet
TextDataSet.__init__()
TextDataSet.exists()
TextDataSet.from_config()
TextDataSet.load()
TextDataSet.release()
TextDataSet.resolve_load_version()
TextDataSet.resolve_save_version()
TextDataSet.save()
JSONDataSet.versioned
MetricsDataSet
MetricsDataSet.DEFAULT_SAVE_ARGS
MetricsDataSet.__init__()
MetricsDataSet.exists()
MetricsDataSet.from_config()
MetricsDataSet.load()
MetricsDataSet.release()
MetricsDataSet.resolve_load_version()
MetricsDataSet.resolve_save_version()
MetricsDataSet.save()
MetricsDataSet.versioned
VideoDataSet
VideoDataSet.__init__()
VideoDataSet.exists()
VideoDataSet.from_config()
VideoDataSet.load()
VideoDataSet.release()
VideoDataSet.save()
YAMLDataSet
YAMLDataSet.DEFAULT_SAVE_ARGS
YAMLDataSet.__init__()
YAMLDataSet.exists()
YAMLDataSet.from_config()
YAMLDataSet.load()
YAMLDataSet.release()
YAMLDataSet.resolve_load_version()
YAMLDataSet.resolve_save_version()
YAMLDataSet.save()
Raised when no configuration files can be found within a config path
Exception.with_traceback(tb) – set self.__traceback__ to tb and return self.