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"""This module contains Google Datastore operators."""
from typing import Any, Dict, List, Optional, Sequence, Union
from airflow.exceptions import AirflowException
from airflow.models import BaseOperator
from airflow.providers.google.cloud.hooks.datastore import DatastoreHook
from airflow.providers.google.cloud.hooks.gcs import GCSHook
[docs]class CloudDatastoreExportEntitiesOperator(BaseOperator):
"""
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`
:param bucket: name of the cloud storage bucket to backup data
:type bucket: str
:param namespace: optional namespace path in the specified Cloud Storage bucket
to backup data. If this namespace does not exist in GCS, it will be created.
:type namespace: str
:param datastore_conn_id: the name of the Datastore connection id to use
:type datastore_conn_id: str
:param cloud_storage_conn_id: the name of the cloud storage connection id to
force-write backup
:type cloud_storage_conn_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
: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
:type entity_filter: dict
:param labels: client-assigned labels for cloud storage
:type labels: dict
:param polling_interval_in_seconds: number of seconds to wait before polling for
execution status again
:type polling_interval_in_seconds: int
:param overwrite_existing: if the storage bucket + namespace is not empty, it will be
emptied prior to exports. This enables overwriting existing backups.
:type overwrite_existing: bool
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = [
'bucket',
'namespace',
'entity_filter',
'labels',
'impersonation_chain',
]
def __init__(
self,
*,
bucket: str,
namespace: Optional[str] = None,
datastore_conn_id: str = 'google_cloud_default',
cloud_storage_conn_id: str = 'google_cloud_default',
delegate_to: Optional[str] = None,
entity_filter: Optional[dict] = None,
labels: Optional[dict] = None,
polling_interval_in_seconds: int = 10,
overwrite_existing: bool = False,
project_id: Optional[str] = None,
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.datastore_conn_id = datastore_conn_id
self.cloud_storage_conn_id = cloud_storage_conn_id
self.delegate_to = delegate_to
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
if kwargs.get('xcom_push') is not None:
raise AirflowException("'xcom_push' was deprecated, use 'BaseOperator.do_xcom_push' instead")
[docs] def execute(self, 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(
self.datastore_conn_id,
self.delegate_to,
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}')
return result
[docs]class CloudDatastoreImportEntitiesOperator(BaseOperator):
"""
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`
:param bucket: container in Cloud Storage to store data
:type bucket: str
:param file: path of the backup metadata file in the specified Cloud Storage bucket.
It should have the extension .overall_export_metadata
:type file: str
:param namespace: optional namespace of the backup metadata file in
the specified Cloud Storage bucket.
:type namespace: str
: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
:type entity_filter: dict
:param labels: client-assigned labels for cloud storage
:type labels: dict
:param datastore_conn_id: the name of the connection id to use
:type datastore_conn_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param polling_interval_in_seconds: number of seconds to wait before polling for
execution status again
:type polling_interval_in_seconds: float
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = [
'bucket',
'file',
'namespace',
'entity_filter',
'labels',
'impersonation_chain',
]
def __init__(
self,
*,
bucket: str,
file: str,
namespace: Optional[str] = None,
entity_filter: Optional[dict] = None,
labels: Optional[dict] = None,
datastore_conn_id: str = 'google_cloud_default',
delegate_to: Optional[str] = None,
polling_interval_in_seconds: float = 10,
project_id: Optional[str] = None,
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.datastore_conn_id = datastore_conn_id
self.delegate_to = delegate_to
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
if kwargs.get('xcom_push') is not None:
raise AirflowException("'xcom_push' was deprecated, use 'BaseOperator.do_xcom_push' instead")
[docs] def execute(self, context):
self.log.info('Importing data from Cloud Storage bucket %s', self.bucket)
ds_hook = DatastoreHook(
self.datastore_conn_id,
self.delegate_to,
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}')
return result
[docs]class CloudDatastoreAllocateIdsOperator(BaseOperator):
"""
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.
:type partial_keys: list
:param project_id: Google Cloud project ID against which to make the request.
:type project_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"partial_keys",
"impersonation_chain",
)
def __init__(
self,
*,
partial_keys: List,
project_id: Optional[str] = None,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.partial_keys = partial_keys
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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,
)
return keys
[docs]class CloudDatastoreBeginTransactionOperator(BaseOperator):
"""
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.
:type transaction_options: Dict[str, Any]
:param project_id: Google Cloud project ID against which to make the request.
:type project_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"transaction_options",
"impersonation_chain",
)
def __init__(
self,
*,
transaction_options: Dict[str, Any],
project_id: Optional[str] = None,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.transaction_options = transaction_options
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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(BaseOperator):
"""
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.
:type body: dict
:param project_id: Google Cloud project ID against which to make the request.
:type project_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"body",
"impersonation_chain",
)
def __init__(
self,
*,
body: Dict[str, Any],
project_id: Optional[str] = None,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.body = body
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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,
)
return response
[docs]class CloudDatastoreRollbackOperator(BaseOperator):
"""
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.
:type transaction: str
:param project_id: Google Cloud project ID against which to make the request.
:type project_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"transaction",
"impersonation_chain",
)
def __init__(
self,
*,
transaction: str,
project_id: Optional[str] = None,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.transaction = transaction
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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(BaseOperator):
"""
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.
:type body: dict
:param project_id: Google Cloud project ID against which to make the request.
:type project_id: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"body",
"impersonation_chain",
)
def __init__(
self,
*,
body: Dict[str, Any],
project_id: Optional[str] = None,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.body = body
self.gcp_conn_id = gcp_conn_id
self.project_id = project_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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(BaseOperator):
"""
Gets the latest state of a long-running operation.
.. seealso::
https://cloud.google.com/datastore/docs/reference/data/rest/v1/projects.operations/get
:param name: the name of the operation resource.
:type name: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"name",
"impersonation_chain",
)
def __init__(
self,
*,
name: str,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.name = name
self.gcp_conn_id = gcp_conn_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, 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(BaseOperator):
"""
Deletes the long-running operation.
.. seealso::
https://cloud.google.com/datastore/docs/reference/data/rest/v1/projects.operations/delete
:param name: the name of the operation resource.
:type name: str
:param delegate_to: The account to impersonate using domain-wide delegation of authority,
if any. For this to work, the service account making the request must have
domain-wide delegation enabled.
:type delegate_to: str
:param gcp_conn_id: The connection ID to use connecting to Google Cloud.
:type gcp_conn_id: str
: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).
:type impersonation_chain: Union[str, Sequence[str]]
"""
[docs] template_fields = (
"name",
"impersonation_chain",
)
def __init__(
self,
*,
name: str,
delegate_to: Optional[str] = None,
gcp_conn_id: str = 'google_cloud_default',
impersonation_chain: Optional[Union[str, Sequence[str]]] = None,
**kwargs,
) -> None:
super().__init__(**kwargs)
self.name = name
self.gcp_conn_id = gcp_conn_id
self.delegate_to = delegate_to
self.impersonation_chain = impersonation_chain
[docs] def execute(self, context) -> None:
hook = DatastoreHook(
gcp_conn_id=self.gcp_conn_id,
impersonation_chain=self.impersonation_chain,
)
hook.delete_operation(name=self.name)