196 lines
6.9 KiB
Python
196 lines
6.9 KiB
Python
# -*- coding: utf-8 -*- #
|
|
# Copyright 2023 Google Inc. All Rights Reserved.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
"""`gcloud dataplex datascans update` command."""
|
|
|
|
from __future__ import absolute_import
|
|
from __future__ import division
|
|
from __future__ import unicode_literals
|
|
|
|
from googlecloudsdk.api_lib.dataplex import datascan
|
|
from googlecloudsdk.api_lib.dataplex import util as dataplex_util
|
|
from googlecloudsdk.api_lib.util import exceptions as gcloud_exception
|
|
from googlecloudsdk.calliope import base
|
|
from googlecloudsdk.calliope import exceptions
|
|
from googlecloudsdk.command_lib.dataplex import resource_args
|
|
from googlecloudsdk.command_lib.util.args import labels_util
|
|
from googlecloudsdk.core import log
|
|
|
|
|
|
@base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.GA)
|
|
class DataProfile(base.Command):
|
|
"""Update a Dataplex data profile scan job.
|
|
|
|
Represents a user-visible job which provides the insights for the related data
|
|
source about the structure, content and relationships (such as null percent,
|
|
cardinality, min/max/mean, etc).
|
|
"""
|
|
|
|
detailed_help = {
|
|
'EXAMPLES': """\
|
|
|
|
To update description of a data profile scan `data-profile-datascan`
|
|
in project `test-project` located in `us-central1`, run:
|
|
|
|
$ {command} data-profile-datascan --project=test-project --location=us-central1 --description="Description is updated."
|
|
|
|
""",
|
|
}
|
|
|
|
@staticmethod
|
|
def Args(parser):
|
|
resource_args.AddDatascanResourceArg(
|
|
parser, 'to update a data profile scan for.'
|
|
)
|
|
parser.add_argument(
|
|
'--description',
|
|
required=False,
|
|
help='Description of the data profile scan',
|
|
)
|
|
parser.add_argument(
|
|
'--display-name',
|
|
required=False,
|
|
help='Display name of the data profile scan',
|
|
)
|
|
data_spec = parser.add_group(
|
|
mutex=True,
|
|
help='Data spec for the data profile scan.',
|
|
)
|
|
data_spec.add_argument(
|
|
'--data-profile-spec-file',
|
|
help=(
|
|
'path to the JSON/YAML file containing the spec for'
|
|
' the data profile scan. The JSON representation reference:'
|
|
' https://cloud.google.com/dataplex/docs/reference/rest/v1/DataProfileSpec'
|
|
),
|
|
)
|
|
data_spec_arg = data_spec.add_group(
|
|
help='Command line spec arguments for the data profile scan.',
|
|
)
|
|
data_spec_arg.add_argument(
|
|
'--row-filter',
|
|
help='A filter applied to all rows in a single data profile scan job.',
|
|
)
|
|
data_spec_arg.add_argument(
|
|
'--sampling-percent',
|
|
help=(
|
|
'The percentage of the records to be selected from the dataset for'
|
|
' data profile scan.'
|
|
),
|
|
)
|
|
data_spec_arg.add_argument(
|
|
'--include-field-names',
|
|
help=(
|
|
'Names of the fields to include in data profile. If not specified,'
|
|
' all fields at the time of profile scan job execution are'
|
|
' included. The fields listed in the `--exclude-field-names`'
|
|
' flag are excluded.'
|
|
),
|
|
)
|
|
data_spec_arg.add_argument(
|
|
'--exclude-field-names',
|
|
help=(
|
|
'Names of the fields to exclude from data profile. If'
|
|
' specified, the respective fields will be excluded from data'
|
|
' profile, regardless of the fields specified in the'
|
|
' `--include-field-names` flag.'
|
|
),
|
|
)
|
|
execution_spec = parser.add_group(
|
|
help='Data profile scan execution settings.'
|
|
)
|
|
trigger = execution_spec.add_group(
|
|
mutex=True, help='Data profile scan scheduling and trigger settings'
|
|
)
|
|
trigger.add_argument(
|
|
'--on-demand',
|
|
type=bool,
|
|
help=(
|
|
'If set, the scan runs one-time shortly after data profile scan'
|
|
' updation.'
|
|
),
|
|
)
|
|
trigger.add_argument(
|
|
'--schedule',
|
|
help=(
|
|
'Cron schedule (https://en.wikipedia.org/wiki/Cron) for running'
|
|
' scans periodically. To explicitly set a timezone to the cron tab,'
|
|
' apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or'
|
|
' "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid'
|
|
' string from IANA time zone database. For example,'
|
|
' `CRON_TZ=America/New_York 1 * * * *` or `TZ=America/New_York 1 *'
|
|
' * * *`. This field is required for RECURRING scans.'
|
|
),
|
|
)
|
|
async_group = parser.add_group(
|
|
mutex=True,
|
|
required=False,
|
|
help='At most one of --async | --validate-only can be specified.',
|
|
)
|
|
async_group.add_argument(
|
|
'--validate-only',
|
|
action='store_true',
|
|
default=False,
|
|
help="Validate the update action, but don't actually perform it.",
|
|
)
|
|
base.ASYNC_FLAG.AddToParser(async_group)
|
|
labels_util.AddCreateLabelsFlags(parser)
|
|
|
|
@gcloud_exception.CatchHTTPErrorRaiseHTTPException(
|
|
'Status code: {status_code}. {status_message}.'
|
|
)
|
|
def Run(self, args):
|
|
update_mask = datascan.GenerateUpdateMask(args)
|
|
if len(update_mask) < 1:
|
|
raise exceptions.HttpException(
|
|
'Update commands must specify at least one additional parameter to'
|
|
' change.'
|
|
)
|
|
datascan_ref = args.CONCEPTS.datascan.Parse()
|
|
dataplex_client = dataplex_util.GetClientInstance()
|
|
message = dataplex_util.GetMessageModule()
|
|
setattr(args, 'scan_type', 'PROFILE')
|
|
update_req_op = dataplex_client.projects_locations_dataScans.Patch(
|
|
message.DataplexProjectsLocationsDataScansPatchRequest(
|
|
name=datascan_ref.RelativeName(),
|
|
validateOnly=args.validate_only,
|
|
updateMask=','.join(update_mask),
|
|
googleCloudDataplexV1DataScan=datascan.GenerateDatascanForUpdateRequest(
|
|
args
|
|
),
|
|
)
|
|
)
|
|
|
|
if getattr(args, 'validate_only', False):
|
|
log.status.Print('Validation completed. Skipping resource update.')
|
|
return
|
|
|
|
async_ = getattr(args, 'async_', False)
|
|
if not async_:
|
|
response = datascan.WaitForOperation(update_req_op)
|
|
log.UpdatedResource(
|
|
response.name,
|
|
details=(
|
|
'Data profile scan updated in project [{0}] with location [{1}]'
|
|
.format(datascan_ref.projectsId, datascan_ref.locationsId)
|
|
),
|
|
)
|
|
return response
|
|
|
|
log.status.Print(
|
|
'Updating data profile scan with path [{0}] and operation [{1}].'
|
|
.format(datascan_ref, update_req_op.name)
|
|
)
|
|
return update_req_op
|