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"""This module contains Google Datastore operators."""
from __future__ import annotations
from typing import TYPE_CHECKING, Any, Sequence
from airflow.exceptions import AirflowException
from airflow.providers.google.cloud.hooks.datastore import DatastoreHook
from airflow.providers.google.cloud.hooks.gcs import GCSHook
from airflow.providers.google.cloud.links.datastore import (
CloudDatastoreEntitiesLink,
CloudDatastoreImportExportLink,
)
from airflow.providers.google.cloud.operators.cloud_base import GoogleCloudBaseOperator
from airflow.providers.google.common.links.storage import StorageLink
if TYPE_CHECKING:
from airflow.utils.context import Context
[docs]class CloudDatastoreExportEntitiesOperator(GoogleCloudBaseOperator):
"""
Export entities from Google Cloud Datastore to Cloud Storage.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreExportEntitiesOperator`
.. seealso::
https://cloud.google.com/datastore/docs/export-import-entities
:param bucket: name of the cloud storage bucket to back up data
:param namespace: optional namespace path in the specified Cloud Storage bucket
to back up data. If this namespace does not exist in GCS, it will be created.
:param datastore_conn_id: the name of the Datastore connection id to use
:param cloud_storage_conn_id: the name of the cloud storage connection id to
force-write backup
:param entity_filter: description of what data from the project is included in the
export, refer to
https://cloud.google.com/datastore/docs/reference/rest/Shared.Types/EntityFilter
:param labels: client-assigned labels for cloud storage
:param polling_interval_in_seconds: number of seconds to wait before polling for
execution status again
:param overwrite_existing: if the storage bucket + namespace is not empty, it will be
emptied prior to exports. This enables overwriting existing backups.
: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).
"""
[docs] template_fields: Sequence[str] = (
"bucket",
"namespace",
"entity_filter",
"labels",
"impersonation_chain",
)
def __init__(
self,
*,
bucket: str,
namespace: str | None = None,
datastore_conn_id: str = "google_cloud_default",
cloud_storage_conn_id: str = "google_cloud_default",
entity_filter: dict | None = None,
labels: dict | None = None,
polling_interval_in_seconds: int = 10,
overwrite_existing: bool = False,
project_id: str | None = None,
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.datastore_conn_id = datastore_conn_id
self.cloud_storage_conn_id = cloud_storage_conn_id
self.bucket = bucket
self.namespace = namespace
self.entity_filter = entity_filter
self.labels = labels
self.polling_interval_in_seconds = polling_interval_in_seconds
self.overwrite_existing = overwrite_existing
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> dict:
self.log.info("Exporting data to Cloud Storage bucket %s", self.bucket)
if self.overwrite_existing and self.namespace:
gcs_hook = GCSHook(self.cloud_storage_conn_id, impersonation_chain=self.impersonation_chain)
objects = gcs_hook.list(self.bucket, prefix=self.namespace)
for obj in objects:
gcs_hook.delete(self.bucket, obj)
ds_hook = DatastoreHook(
gcp_conn_id=self.datastore_conn_id,
impersonation_chain=self.impersonation_chain,
)
result = ds_hook.export_to_storage_bucket(
bucket=self.bucket,
namespace=self.namespace,
entity_filter=self.entity_filter,
labels=self.labels,
project_id=self.project_id,
)
operation_name = result["name"]
result = ds_hook.poll_operation_until_done(operation_name, self.polling_interval_in_seconds)
state = result["metadata"]["common"]["state"]
if state != "SUCCESSFUL":
raise AirflowException(f"Operation failed: result={result}")
StorageLink.persist(
context=context,
task_instance=self,
uri=f"{self.bucket}/{result['response']['outputUrl'].split('/')[3]}",
project_id=self.project_id or ds_hook.project_id,
)
return result
[docs]class CloudDatastoreImportEntitiesOperator(GoogleCloudBaseOperator):
"""
Import entities from Cloud Storage to Google Cloud Datastore.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreImportEntitiesOperator`
.. seealso::
https://cloud.google.com/datastore/docs/export-import-entities
:param bucket: container in Cloud Storage to store data
:param file: path of the backup metadata file in the specified Cloud Storage bucket.
It should have the extension .overall_export_metadata
:param namespace: optional namespace of the backup metadata file in
the specified Cloud Storage bucket.
:param entity_filter: description of what data from the project is included in
the export, refer to
https://cloud.google.com/datastore/docs/reference/rest/Shared.Types/EntityFilter
:param labels: client-assigned labels for cloud storage
:param datastore_conn_id: the name of the connection id to use
:param polling_interval_in_seconds: number of seconds to wait before polling for
execution status again
: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).
"""
[docs] template_fields: Sequence[str] = (
"bucket",
"file",
"namespace",
"entity_filter",
"labels",
"impersonation_chain",
)
def __init__(
self,
*,
bucket: str,
file: str,
namespace: str | None = None,
entity_filter: dict | None = None,
labels: dict | None = None,
datastore_conn_id: str = "google_cloud_default",
polling_interval_in_seconds: float = 10,
project_id: str | None = None,
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.datastore_conn_id = datastore_conn_id
self.bucket = bucket
self.file = file
self.namespace = namespace
self.entity_filter = entity_filter
self.labels = labels
self.polling_interval_in_seconds = polling_interval_in_seconds
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context):
self.log.info("Importing data from Cloud Storage bucket %s", self.bucket)
ds_hook = DatastoreHook(
self.datastore_conn_id,
impersonation_chain=self.impersonation_chain,
)
result = ds_hook.import_from_storage_bucket(
bucket=self.bucket,
file=self.file,
namespace=self.namespace,
entity_filter=self.entity_filter,
labels=self.labels,
project_id=self.project_id,
)
operation_name = result["name"]
result = ds_hook.poll_operation_until_done(operation_name, self.polling_interval_in_seconds)
state = result["metadata"]["common"]["state"]
if state != "SUCCESSFUL":
raise AirflowException(f"Operation failed: result={result}")
CloudDatastoreImportExportLink.persist(context=context, task_instance=self)
return result
[docs]class CloudDatastoreAllocateIdsOperator(GoogleCloudBaseOperator):
"""
Allocate IDs for incomplete keys. Return list of keys.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreAllocateIdsOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/rest/v1/projects/allocateIds
:param partial_keys: a list of partial keys.
:param project_id: Google Cloud project ID against which to make the request.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"partial_keys",
"impersonation_chain",
)
def __init__(
self,
*,
partial_keys: list,
project_id: str | None = None,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.partial_keys = partial_keys
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> list:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
keys = hook.allocate_ids(
partial_keys=self.partial_keys,
project_id=self.project_id,
)
CloudDatastoreEntitiesLink.persist(context=context, task_instance=self)
return keys
[docs]class CloudDatastoreBeginTransactionOperator(GoogleCloudBaseOperator):
"""
Begins a new transaction. Returns a transaction handle.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreBeginTransactionOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/rest/v1/projects/beginTransaction
:param transaction_options: Options for a new transaction.
:param project_id: Google Cloud project ID against which to make the request.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"transaction_options",
"impersonation_chain",
)
def __init__(
self,
*,
transaction_options: dict[str, Any],
project_id: str | None = None,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.transaction_options = transaction_options
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> str:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
handle = hook.begin_transaction(
transaction_options=self.transaction_options,
project_id=self.project_id,
)
return handle
[docs]class CloudDatastoreCommitOperator(GoogleCloudBaseOperator):
"""
Commit a transaction, optionally creating, deleting or modifying some entities.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreCommitOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/rest/v1/projects/commit
:param body: the body of the commit request.
:param project_id: Google Cloud project ID against which to make the request.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"body",
"impersonation_chain",
)
def __init__(
self,
*,
body: dict[str, Any],
project_id: str | None = None,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.body = body
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> dict:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
response = hook.commit(
body=self.body,
project_id=self.project_id,
)
CloudDatastoreEntitiesLink.persist(context=context, task_instance=self)
return response
[docs]class CloudDatastoreRollbackOperator(GoogleCloudBaseOperator):
"""
Roll back a transaction.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreRollbackOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/rest/v1/projects/rollback
:param transaction: the transaction to roll back.
:param project_id: Google Cloud project ID against which to make the request.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"transaction",
"impersonation_chain",
)
def __init__(
self,
*,
transaction: str,
project_id: str | None = None,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.transaction = transaction
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> None:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
hook.rollback(
transaction=self.transaction,
project_id=self.project_id,
)
[docs]class CloudDatastoreRunQueryOperator(GoogleCloudBaseOperator):
"""
Run a query for entities. Returns the batch of query results.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreRunQueryOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/rest/v1/projects/runQuery
:param body: the body of the query request.
:param project_id: Google Cloud project ID against which to make the request.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"body",
"impersonation_chain",
)
def __init__(
self,
*,
body: dict[str, Any],
project_id: str | None = None,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.body = body
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> dict:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
response = hook.run_query(
body=self.body,
project_id=self.project_id,
)
return response
[docs]class CloudDatastoreGetOperationOperator(GoogleCloudBaseOperator):
"""
Gets the latest state of a long-running operation.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreGetOperationOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/data/rest/v1/projects.operations/get
:param name: the name of the operation resource.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"name",
"impersonation_chain",
)
def __init__(
self,
*,
name: str,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.name = name
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context):
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
op = hook.get_operation(name=self.name)
return op
[docs]class CloudDatastoreDeleteOperationOperator(GoogleCloudBaseOperator):
"""
Deletes the long-running operation.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDatastoreDeleteOperationOperator`
.. seealso::
https://cloud.google.com/datastore/docs/reference/data/rest/v1/projects.operations/delete
:param name: the name of the operation resource.
:param gcp_conn_id: The connection ID to use connecting 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).
"""
[docs] template_fields: Sequence[str] = (
"name",
"impersonation_chain",
)
def __init__(
self,
*,
name: str,
gcp_conn_id: str = "google_cloud_default",
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.name = name
self.gcp_conn_id = gcp_conn_id
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context: Context) -> None:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
hook.delete_operation(name=self.name)