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216 lines
9.3 KiB
Text
216 lines
9.3 KiB
Text
NAME
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gcloud dataplex datascans create data-discovery - create a Dataplex data
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discovery scan job
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SYNOPSIS
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gcloud dataplex datascans create data-discovery
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(DATASCAN : --location=LOCATION)
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--data-source-resource=DATA_SOURCE_RESOURCE [--description=DESCRIPTION]
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[--display-name=DISPLAY_NAME] [--labels=[KEY=VALUE,...]]
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[--async | --validate-only]
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[--bigquery-publishing-connection=BIGQUERY_PUBLISHING_CONNECTION
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--bigquery-publishing-dataset-location=BIGQUERY_PUBLISHING_DATASET_LOCATION --bigquery-publishing-dataset-project=BIGQUERY_PUBLISHING_DATASET_PROJECT --bigquery-publishing-table-type=BIGQUERY_PUBLISHING_TABLE_TYPE --storage-exclude-patterns=[PATTERN,
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...] --storage-include-patterns=[PATTERN,...]
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--csv-delimiter=CSV_DELIMITER
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--csv-disable-type-inference=CSV_DISABLE_TYPE_INFERENCE
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--csv-encoding=CSV_ENCODING
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--csv-header-row-count=CSV_HEADER_ROW_COUNT
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--csv-quote-character=CSV_QUOTE_CHARACTER
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--json-disable-type-inference=JSON_DISABLE_TYPE_INFERENCE
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--json-encoding=JSON_ENCODING]
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[--on-demand=ON_DEMAND | --schedule=SCHEDULE] [GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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Allows users to auto discover BigQuery External and BigLake tables from
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underlying Cloud Storage buckets.
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EXAMPLES
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To create a data discovery scan data-discovery-datascan in project
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test-project located in us-central1 on Cloud Storage bucket test-bucket,
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run:
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$ gcloud dataplex datascans create data-discovery \
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data-discovery-datascan --project=test-project \
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--location=us-central1 \
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--data-source-resource="//storage.googleapis.com/projects/test-p\
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roject/buckets/test-bucket"
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POSITIONAL ARGUMENTS
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Datascan resource - Arguments and flags that define the Dataplex datascan
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you want to create a data discovery scan for. The arguments in this group
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can be used to specify the attributes of this resource. (NOTE) Some
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attributes are not given arguments in this group but can be set in other
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ways.
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To set the project attribute:
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◆ provide the argument datascan on the command line with a fully
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specified name;
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◆ provide the argument --project on the command line;
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◆ set the property core/project.
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This must be specified.
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DATASCAN
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ID of the datascan or fully qualified identifier for the datascan.
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To set the dataScans attribute:
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▸ provide the argument datascan on the command line.
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This positional argument must be specified if any of the other
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arguments in this group are specified.
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--location=LOCATION
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The location of the Dataplex resource.
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To set the location attribute:
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▸ provide the argument datascan on the command line with a fully
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specified name;
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▸ provide the argument --location on the command line;
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▸ set the property dataplex/location.
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REQUIRED FLAGS
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--data-source-resource=DATA_SOURCE_RESOURCE
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Fully-qualified service resource name of the cloud resource bucket that
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contains the data for the data discovery scan, of the form:
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//storage.googleapis.com/projects/{project_id_or_number}/buckets/{bucket_id}.
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OPTIONAL FLAGS
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--description=DESCRIPTION
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Description of the data discovery scan.
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--display-name=DISPLAY_NAME
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Display name of the data discovery scan.
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--labels=[KEY=VALUE,...]
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List of label KEY=VALUE pairs to add.
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Keys must start with a lowercase character and contain only hyphens
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(-), underscores (_), lowercase characters, and numbers. Values must
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contain only hyphens (-), underscores (_), lowercase characters, and
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numbers.
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At most one of --async | --validate-only can be specified.
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At most one of these can be specified:
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--async
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Return immediately, without waiting for the operation in progress to
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complete.
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--validate-only
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Validate the create action, but don't actually perform it.
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Data spec for the data discovery scan.
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BigQuery publishing config arguments for the data discovery scan.
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--bigquery-publishing-connection=BIGQUERY_PUBLISHING_CONNECTION
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BigQuery connection to use for auto discovering cloud resource
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bucket to BigLake tables in format
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projects/{project_id}/locations/{location_id}/connections/{connection_id}.
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Connection is required for BIGLAKE BigQuery publishing table type.
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--bigquery-publishing-dataset-location=BIGQUERY_PUBLISHING_DATASET_LOCATION
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The location of the BigQuery dataset to publish BigLake external or
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non-BigLake external tables to. If not specified, the dataset
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location will be set to the location of the data source resource.
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Refer to
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https://cloud.google.com/bigquery/docs/locations#supportedLocations
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for supported locations.
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--bigquery-publishing-dataset-project=BIGQUERY_PUBLISHING_DATASET_PROJECT
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The project of the BigQuery dataset to publish BigLake external or
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non-BigLake external tables to. If not specified, the cloud
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resource bucket project will be used to create the dataset. The
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format is "projects/{project_id_or_number}.
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--bigquery-publishing-table-type=BIGQUERY_PUBLISHING_TABLE_TYPE
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BigQuery table type to discover the cloud resource bucket. Can be
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either EXTERNAL or BIGLAKE. If not specified, the table type will
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be set to EXTERNAL. BIGQUERY_PUBLISHING_TABLE_TYPE must be one of:
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BIGLAKE
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Cloud Storage bucket is discovered to BigQuery BigLake tables.
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EXTERNAL
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Default value. Cloud Storage bucket is discovered to BigQuery
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External tables.
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Storage config arguments for the data discovery scan.
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--storage-exclude-patterns=[PATTERN,...]
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List of patterns that identify the data to exclude during
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discovery. These patterns are interpreted as glob patterns used to
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match object names in the Cloud Storage bucket. Exclude patterns
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will be applied before include patterns.
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--storage-include-patterns=[PATTERN,...]
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List of patterns that identify the data to include during discovery
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when only a subset of the data should be considered. These patterns
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are interpreted as glob patterns used to match object names in the
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Cloud Storage bucket.
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CSV options arguments for the data discovery scan.
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--csv-delimiter=CSV_DELIMITER
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Delimiter used to separate values in the CSV file. If not
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specified, the delimiter will be set to comma (",").
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--csv-disable-type-inference=CSV_DISABLE_TYPE_INFERENCE
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Whether to disable the inference of data types for CSV data. If
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true, all columns are registered as strings.
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--csv-encoding=CSV_ENCODING
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Character encoding of the CSV file. If not specified, the
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encoding will be set to UTF-8.
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--csv-header-row-count=CSV_HEADER_ROW_COUNT
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The number of rows to interpret as header rows that should be
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skipped when reading data rows. The default value is 1.
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--csv-quote-character=CSV_QUOTE_CHARACTER
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The character used to quote column values. Accepts " (double
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quotation mark) or ' (single quotation mark). If unspecified,
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defaults to " (double quotation mark).
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JSON options arguments for the data discovery scan.
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--json-disable-type-inference=JSON_DISABLE_TYPE_INFERENCE
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Whether to disable the inference of data types for JSON data. If
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true, all columns are registered as strings.
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--json-encoding=JSON_ENCODING
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Character encoding of the JSON file. If not specified, the
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encoding will be set to UTF-8.
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Data discovery scan execution settings.
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Data discovery scan scheduling and trigger settings.
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At most one of these can be specified:
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--on-demand=ON_DEMAND
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If set, the scan runs one-time shortly after data discovery scan
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creation.
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--schedule=SCHEDULE
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Cron schedule (https://en.wikipedia.org/wiki/Cron) for running
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scans periodically. To explicitly set a timezone to the cron tab,
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apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or
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"TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid
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string from IANA time zone database. For example,
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CRON_TZ=America/New_York 1 * * * * or TZ=America/New_York 1 * * *
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*. This field is required for RECURRING scans.
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GCLOUD WIDE FLAGS
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These flags are available to all commands: --access-token-file, --account,
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--billing-project, --configuration, --flags-file, --flatten, --format,
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--help, --impersonate-service-account, --log-http, --project, --quiet,
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--trace-token, --user-output-enabled, --verbosity.
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Run $ gcloud help for details.
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NOTES
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This variant is also available:
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$ gcloud alpha dataplex datascans create data-discovery
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