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dlp.py
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#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
"""Various Google Cloud DLP operators which allow you to perform basic operations using Cloud DLP."""
from __future__ import annotations
from typing import TYPE_CHECKING, Sequence
from google.api_core.exceptions import AlreadyExists, InvalidArgument, NotFound
from google.api_core.gapic_v1.method import DEFAULT, _MethodDefault
from google.cloud.dlp_v2.types import (
ByteContentItem,
ContentItem,
DeidentifyConfig,
DeidentifyContentResponse,
DeidentifyTemplate,
DlpJob,
InspectConfig,
InspectContentResponse,
InspectJobConfig,
InspectTemplate,
JobTrigger,
ListInfoTypesResponse,
RedactImageRequest,
RedactImageResponse,
ReidentifyContentResponse,
RiskAnalysisJobConfig,
StoredInfoType,
StoredInfoTypeConfig,
)
from airflow.providers.google.cloud.hooks.dlp import CloudDLPHook
from airflow.providers.google.cloud.links.data_loss_prevention import (
CloudDLPDeidentifyTemplateDetailsLink,
CloudDLPDeidentifyTemplatesListLink,
CloudDLPInfoTypeDetailsLink,
CloudDLPInfoTypesListLink,
CloudDLPInspectTemplateDetailsLink,
CloudDLPInspectTemplatesListLink,
CloudDLPJobDetailsLink,
CloudDLPJobsListLink,
CloudDLPJobTriggerDetailsLink,
CloudDLPJobTriggersListLink,
CloudDLPPossibleInfoTypesListLink,
)
from airflow.providers.google.cloud.operators.cloud_base import GoogleCloudBaseOperator
from airflow.providers.google.common.hooks.base_google import PROVIDE_PROJECT_ID
if TYPE_CHECKING:
from google.api_core.retry import Retry
from google.protobuf.field_mask_pb2 import FieldMask
from airflow.utils.context import Context
class CloudDLPCancelDLPJobOperator(GoogleCloudBaseOperator):
"""
Starts asynchronous cancellation on a long-running DlpJob.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCancelDLPJobOperator`
:param dlp_job_id: ID of the DLP job resource to be cancelled.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. If set to None or missing, the default project_id
from the Google Cloud connection is used.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"dlp_job_id",
"project_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPJobDetailsLink(),)
def __init__(
self,
*,
dlp_job_id: str,
project_id: str = PROVIDE_PROJECT_ID,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.dlp_job_id = dlp_job_id
self.project_id = project_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context) -> None:
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
hook.cancel_dlp_job(
dlp_job_id=self.dlp_job_id,
project_id=self.project_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
project_id = self.project_id or hook.project_id
if project_id:
CloudDLPJobDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
job_name=self.dlp_job_id,
)
class CloudDLPCreateDeidentifyTemplateOperator(GoogleCloudBaseOperator):
"""
Create a deidentify template to reuse frequently-used configurations for content, images, and storage.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCreateDeidentifyTemplateOperator`
:param organization_id: (Optional) The organization ID. Required to set this
field if parent resource is an organization.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. Only set this field if the parent resource is
a project instead of an organization.
:param deidentify_template: (Optional) The DeidentifyTemplate to create.
:param template_id: (Optional) The template ID.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"organization_id",
"project_id",
"deidentify_template",
"template_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPDeidentifyTemplateDetailsLink(),)
def __init__(
self,
*,
organization_id: str | None = None,
project_id: str = PROVIDE_PROJECT_ID,
deidentify_template: dict | DeidentifyTemplate | None = None,
template_id: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.organization_id = organization_id
self.project_id = project_id
self.deidentify_template = deidentify_template
self.template_id = template_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context):
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
template = hook.create_deidentify_template(
organization_id=self.organization_id,
project_id=self.project_id,
deidentify_template=self.deidentify_template,
template_id=self.template_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
except AlreadyExists:
if self.template_id is None:
raise RuntimeError("The template_id should be set here!")
template = hook.get_deidentify_template(
organization_id=self.organization_id,
project_id=self.project_id,
template_id=self.template_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
result = DeidentifyTemplate.to_dict(template)
project_id = self.project_id or hook.project_id
template_id = self.template_id or result["name"].split("/")[-1] if result["name"] else None
if project_id and template_id:
CloudDLPDeidentifyTemplateDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
template_name=template_id,
)
return result
class CloudDLPCreateDLPJobOperator(GoogleCloudBaseOperator):
"""
Creates a new job to inspect storage or calculate risk metrics.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCreateDLPJobOperator`
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. If set to None or missing, the default
project_id from the Google Cloud connection is used.
:param inspect_job: (Optional) The configuration for the inspect job.
:param risk_job: (Optional) The configuration for the risk job.
:param job_id: (Optional) The job ID.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param wait_until_finished: (Optional) If true, it will keep polling the job state
until it is set to DONE.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"project_id",
"inspect_job",
"risk_job",
"job_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPJobDetailsLink(),)
def __init__(
self,
*,
project_id: str = PROVIDE_PROJECT_ID,
inspect_job: dict | InspectJobConfig | None = None,
risk_job: dict | RiskAnalysisJobConfig | None = None,
job_id: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
wait_until_finished: bool = True,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.project_id = project_id
self.inspect_job = inspect_job
self.risk_job = risk_job
self.job_id = job_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.wait_until_finished = wait_until_finished
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context):
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
job = hook.create_dlp_job(
project_id=self.project_id,
inspect_job=self.inspect_job,
risk_job=self.risk_job,
job_id=self.job_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
wait_until_finished=self.wait_until_finished,
)
except AlreadyExists:
if self.job_id is None:
raise RuntimeError("The job_id must be set here!")
job = hook.get_dlp_job(
project_id=self.project_id,
dlp_job_id=self.job_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
result = DlpJob.to_dict(job)
project_id = self.project_id or hook.project_id
if project_id:
CloudDLPJobDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
job_name=result["name"].split("/")[-1] if result["name"] else None,
)
return result
class CloudDLPCreateInspectTemplateOperator(GoogleCloudBaseOperator):
"""
Create an InspectTemplate to reuse frequently-used configurations for content, images, and storage.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCreateInspectTemplateOperator`
:param organization_id: (Optional) The organization ID. Required to set this
field if parent resource is an organization.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. Only set this field if the parent resource is
a project instead of an organization.
:param inspect_template: (Optional) The InspectTemplate to create.
:param template_id: (Optional) The template ID.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"organization_id",
"project_id",
"inspect_template",
"template_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPInspectTemplateDetailsLink(),)
def __init__(
self,
*,
organization_id: str | None = None,
project_id: str = PROVIDE_PROJECT_ID,
inspect_template: InspectTemplate | None = None,
template_id: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.organization_id = organization_id
self.project_id = project_id
self.inspect_template = inspect_template
self.template_id = template_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context):
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
template = hook.create_inspect_template(
organization_id=self.organization_id,
project_id=self.project_id,
inspect_template=self.inspect_template,
template_id=self.template_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
except AlreadyExists:
if self.template_id is None:
raise RuntimeError("The template_id should be set here!")
template = hook.get_inspect_template(
organization_id=self.organization_id,
project_id=self.project_id,
template_id=self.template_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
result = InspectTemplate.to_dict(template)
template_id = self.template_id or result["name"].split("/")[-1] if result["name"] else None
project_id = self.project_id or hook.project_id
if project_id and template_id:
CloudDLPInspectTemplateDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
template_name=template_id,
)
return result
class CloudDLPCreateJobTriggerOperator(GoogleCloudBaseOperator):
"""
Create a job trigger to run DLP actions such as scanning storage for sensitive info on a set schedule.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCreateJobTriggerOperator`
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. If set to None or missing, the default
project_id from the Google Cloud connection is used.
:param job_trigger: (Optional) The JobTrigger to create.
:param trigger_id: (Optional) The JobTrigger ID.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"project_id",
"job_trigger",
"trigger_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPJobTriggerDetailsLink(),)
def __init__(
self,
*,
project_id: str = PROVIDE_PROJECT_ID,
job_trigger: dict | JobTrigger | None = None,
trigger_id: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.project_id = project_id
self.job_trigger = job_trigger
self.trigger_id = trigger_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context):
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
trigger = hook.create_job_trigger(
project_id=self.project_id,
job_trigger=self.job_trigger,
trigger_id=self.trigger_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
except InvalidArgument as e:
if "already in use" not in e.message:
raise
if self.trigger_id is None:
raise RuntimeError("The trigger_id should be set here!")
trigger = hook.get_job_trigger(
project_id=self.project_id,
job_trigger_id=self.trigger_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
result = JobTrigger.to_dict(trigger)
project_id = self.project_id or hook.project_id
trigger_name = result["name"].split("/")[-1] if result["name"] else None
if project_id:
CloudDLPJobTriggerDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
trigger_name=trigger_name,
)
return result
class CloudDLPCreateStoredInfoTypeOperator(GoogleCloudBaseOperator):
"""
Creates a pre-built stored infoType to be used for inspection.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPCreateStoredInfoTypeOperator`
:param organization_id: (Optional) The organization ID. Required to set this
field if parent resource is an organization.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. Only set this field if the parent resource is
a project instead of an organization.
:param config: (Optional) The config for the StoredInfoType.
:param stored_info_type_id: (Optional) The StoredInfoType ID.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"organization_id",
"project_id",
"config",
"stored_info_type_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPInfoTypeDetailsLink(),)
def __init__(
self,
*,
organization_id: str | None = None,
project_id: str = PROVIDE_PROJECT_ID,
config: StoredInfoTypeConfig | None = None,
stored_info_type_id: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.organization_id = organization_id
self.project_id = project_id
self.config = config
self.stored_info_type_id = stored_info_type_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context):
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
info = hook.create_stored_info_type(
organization_id=self.organization_id,
project_id=self.project_id,
config=self.config,
stored_info_type_id=self.stored_info_type_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
except InvalidArgument as e:
if "already exists" not in e.message:
raise
if self.stored_info_type_id is None:
raise RuntimeError("The stored_info_type_id should be set here!")
info = hook.get_stored_info_type(
organization_id=self.organization_id,
project_id=self.project_id,
stored_info_type_id=self.stored_info_type_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
result = StoredInfoType.to_dict(info)
project_id = self.project_id or hook.project_id
stored_info_type_id = (
self.stored_info_type_id or result["name"].split("/")[-1] if result["name"] else None
)
if project_id and stored_info_type_id:
CloudDLPInfoTypeDetailsLink.persist(
context=context,
task_instance=self,
project_id=project_id,
info_type_name=stored_info_type_id,
)
return result
class CloudDLPDeidentifyContentOperator(GoogleCloudBaseOperator):
"""
De-identifies potentially sensitive info from a content item; limits input size and output size.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPDeidentifyContentOperator`
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. If set to None or missing, the default
project_id from the Google Cloud connection is used.
:param deidentify_config: (Optional) Configuration for the de-identification of the
content item. Items specified here will override the template referenced by the
deidentify_template_name argument.
:param inspect_config: (Optional) Configuration for the inspector. Items specified
here will override the template referenced by the inspect_template_name argument.
:param item: (Optional) The item to de-identify. Will be treated as text.
:param inspect_template_name: (Optional) Optional template to use. Any configuration
directly specified in inspect_config will override those set in the template.
:param deidentify_template_name: (Optional) Optional template to use. Any
configuration directly specified in deidentify_config will override those set
in the template.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"project_id",
"deidentify_config",
"inspect_config",
"item",
"inspect_template_name",
"deidentify_template_name",
"gcp_conn_id",
"impersonation_chain",
)
def __init__(
self,
*,
project_id: str = PROVIDE_PROJECT_ID,
deidentify_config: dict | DeidentifyConfig | None = None,
inspect_config: dict | InspectConfig | None = None,
item: dict | ContentItem | None = None,
inspect_template_name: str | None = None,
deidentify_template_name: str | None = None,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.project_id = project_id
self.deidentify_config = deidentify_config
self.inspect_config = inspect_config
self.item = item
self.inspect_template_name = inspect_template_name
self.deidentify_template_name = deidentify_template_name
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context) -> dict:
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
response = hook.deidentify_content(
project_id=self.project_id,
deidentify_config=self.deidentify_config,
inspect_config=self.inspect_config,
item=self.item,
inspect_template_name=self.inspect_template_name,
deidentify_template_name=self.deidentify_template_name,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
return DeidentifyContentResponse.to_dict(response)
class CloudDLPDeleteDeidentifyTemplateOperator(GoogleCloudBaseOperator):
"""
Deletes a DeidentifyTemplate.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPDeleteDeidentifyTemplateOperator`
:param template_id: The ID of deidentify template to be deleted.
:param organization_id: (Optional) The organization ID. Required to set this
field if parent resource is an organization.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. Only set this field if the parent resource is
a project instead of an organization.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"template_id",
"organization_id",
"project_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPDeidentifyTemplatesListLink(),)
def __init__(
self,
*,
template_id: str,
organization_id: str | None = None,
project_id: str = PROVIDE_PROJECT_ID,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.template_id = template_id
self.organization_id = organization_id
self.project_id = project_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context) -> None:
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
hook.delete_deidentify_template(
template_id=self.template_id,
organization_id=self.organization_id,
project_id=self.project_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
project_id = self.project_id or hook.project_id
if project_id:
CloudDLPDeidentifyTemplatesListLink.persist(
context=context,
task_instance=self,
project_id=project_id,
)
except NotFound:
self.log.error("Template %s not found.", self.template_id)
class CloudDLPDeleteDLPJobOperator(GoogleCloudBaseOperator):
"""
Deletes a long-running DlpJob.
This method indicates that the client is no longer interested
in the DlpJob result. The job will be cancelled if possible.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPDeleteDLPJobOperator`
:param dlp_job_id: The ID of the DLP job resource to be deleted.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. If set to None or missing, the default
project_id from the Google Cloud connection is used.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account
the Service Account Token Creator IAM role.
If set as a sequence, the identities from the list must grant
Service Account Token Creator IAM role to the directly preceding identity, with first
account from the list granting this role to the originating account (templated).
"""
template_fields: Sequence[str] = (
"dlp_job_id",
"project_id",
"gcp_conn_id",
"impersonation_chain",
)
operator_extra_links = (CloudDLPJobsListLink(),)
def __init__(
self,
*,
dlp_job_id: str,
project_id: str = PROVIDE_PROJECT_ID,
retry: Retry | _MethodDefault = DEFAULT,
timeout: float | None = None,
metadata: Sequence[tuple[str, str]] = (),
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.dlp_job_id = dlp_job_id
self.project_id = project_id
self.retry = retry
self.timeout = timeout
self.metadata = metadata
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
def execute(self, context: Context) -> None:
hook = CloudDLPHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
try:
hook.delete_dlp_job(
dlp_job_id=self.dlp_job_id,
project_id=self.project_id,
retry=self.retry,
timeout=self.timeout,
metadata=self.metadata,
)
project_id = self.project_id or hook.project_id
if project_id:
CloudDLPJobsListLink.persist(
context=context,
task_instance=self,
project_id=project_id,
)
except NotFound:
self.log.error("Job %s id not found.", self.dlp_job_id)
class CloudDLPDeleteInspectTemplateOperator(GoogleCloudBaseOperator):
"""
Deletes an InspectTemplate.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPDeleteInspectTemplateOperator`
:param template_id: The ID of the inspect template to be deleted.
:param organization_id: (Optional) The organization ID. Required to set this
field if parent resource is an organization.
:param project_id: (Optional) Google Cloud project ID where the
DLP Instance exists. Only set this field if the parent resource is
a project instead of an organization.
:param retry: (Optional) A retry object used to retry requests.
If None is specified, requests will not be retried.
:param timeout: (Optional) The amount of time, in seconds, to wait for the request
to complete. Note that if retry is specified, the timeout applies to each
individual attempt.
:param metadata: (Optional) Additional metadata that is provided to the method.
:param gcp_conn_id: (Optional) The connection ID used to connect to Google Cloud.
:param impersonation_chain: Optional service account to impersonate using short-term
credentials, or chained list of accounts required to get the access_token
of the last account in the list, which will be impersonated in the request.
If set as a string, the account must grant the originating account