Class DataScan (1.3.0) 

DataScan(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a user-visible job which provides the insights for the related data source.

For example:

  • Data Quality: generates queries based on the rules and runs against the data to get data quality check results.
  • Data Profile: analyzes the data in table(s) and generates insights about the structure, content and relationships (such as null percent, cardinality, min/max/mean, etc).

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes

NameDescription
name str
Output only. The relative resource name of the scan, of the form: projects/{project}/locations/{location_id}/dataScans/{datascan_id}. where {project} refers to a project_id or project_number and location_id refers to a GCP region.
uid str
Output only. System generated globally unique ID for the scan. This ID will be different if the scan is deleted and re-created with the same name.
description str
Optional. Description of the scan. - Must be between 1-1024 characters.
display_name str
Optional. User friendly display name. - Must be between 1-256 characters.
labels MutableMapping[str, str]
Optional. User-defined labels for the scan.
state google.cloud.dataplex_v1.types.State
Output only. Current state of the DataScan.
create_time google.protobuf.timestamp_pb2.Timestamp
Output only. The time when the scan was created.
update_time google.protobuf.timestamp_pb2.Timestamp
Output only. The time when the scan was last updated.
data google.cloud.dataplex_v1.types.DataSource
Required. The data source for DataScan.
execution_spec google.cloud.dataplex_v1.types.DataScan.ExecutionSpec
Optional. DataScan execution settings. If not specified, the fields under it will use their default values.
execution_status google.cloud.dataplex_v1.types.DataScan.ExecutionStatus
Output only. Status of the data scan execution.
type_ google.cloud.dataplex_v1.types.DataScanType
Output only. The type of DataScan.
data_quality_spec google.cloud.dataplex_v1.types.DataQualitySpec
DataQualityScan related setting. This field is a member of oneof_ spec.
data_profile_spec google.cloud.dataplex_v1.types.DataProfileSpec
DataProfileScan related setting. This field is a member of oneof_ spec.
data_quality_result google.cloud.dataplex_v1.types.DataQualityResult
Output only. The result of the data quality scan. This field is a member of oneof_ result.
data_profile_result google.cloud.dataplex_v1.types.DataProfileResult
Output only. The result of the data profile scan. This field is a member of oneof_ result.

Classes

ExecutionSpec

ExecutionSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

DataScan execution settings.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

ExecutionStatus

ExecutionStatus(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Status of the data scan execution.

LabelsEntry

LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
NameDescription
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.