Class ColumnDataProfile (3.17.0)

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

The profile for a scanned column within a table.

Attributes
Name Description
name str
The name of the profile.
profile_status google.cloud.dlp_v2.types.ProfileStatus
Success or error status from the most recent profile generation attempt. May be empty if the profile is still being generated.
state google.cloud.dlp_v2.types.ColumnDataProfile.State
State of a profile.
profile_last_generated google.protobuf.timestamp_pb2.Timestamp
The last time the profile was generated.
table_data_profile str
The resource name of the table data profile.
table_full_resource str
The resource name of the resource this column is within.
dataset_project_id str
The Google Cloud project ID that owns the profiled resource.
dataset_location str
The BigQuery location where the dataset's data is stored. See https://cloud.google.com/bigquery/docs/locations for supported locations.
dataset_id str
The BigQuery dataset ID.
table_id str
The BigQuery table ID.
column str
The name of the column.
sensitivity_score google.cloud.dlp_v2.types.SensitivityScore
The sensitivity of this column.
data_risk_level google.cloud.dlp_v2.types.DataRiskLevel
The data risk level for this column.
column_info_type google.cloud.dlp_v2.types.InfoTypeSummary
If it's been determined this column can be identified as a single type, this will be set. Otherwise the column either has unidentifiable content or mixed types.
other_matches MutableSequence[google.cloud.dlp_v2.types.OtherInfoTypeSummary]
Other types found within this column. List will be unordered.
estimated_null_percentage google.cloud.dlp_v2.types.NullPercentageLevel
Approximate percentage of entries being null in the column.
estimated_uniqueness_score google.cloud.dlp_v2.types.UniquenessScoreLevel
Approximate uniqueness of the column.
free_text_score float
The likelihood that this column contains free-form text. A value close to 1 may indicate the column is likely to contain free-form or natural language text. Range in 0-1.
column_type google.cloud.dlp_v2.types.ColumnDataProfile.ColumnDataType
The data type of a given column.
policy_state google.cloud.dlp_v2.types.ColumnDataProfile.ColumnPolicyState
Indicates if a policy tag has been applied to the column.

Classes

ColumnDataType

ColumnDataType(value)

Data types of the data in a column. Types may be added over time.

ColumnPolicyState

ColumnPolicyState(value)

The possible policy states for a column.

State

State(value)

Possible states of a profile. New items may be added.