airflow compute 源码
airflow compute 代码
文件路径：/airflow/providers/google/cloud/operators/compute.py
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"""This module contains Google Compute Engine operators."""
from __future__ import annotations
from copy import deepcopy
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Sequence
from googleapiclient.errors import HttpError
from json_merge_patch import merge
from airflow.exceptions import AirflowException
from airflow.models import BaseOperator
from airflow.providers.google.cloud.hooks.compute import ComputeEngineHook
from airflow.providers.google.cloud.utils.field_sanitizer import GcpBodyFieldSanitizer
from airflow.providers.google.cloud.utils.field_validator import GcpBodyFieldValidator
if TYPE_CHECKING:
from airflow.utils.context import Context
class ComputeEngineBaseOperator(BaseOperator):
"""Abstract base operator for Google Compute Engine operators to inherit from."""
def __init__(
self,
*,
zone: str,
resource_id: str,
project_id: str | None = None,
gcp_conn_id: str = 'google_cloud_default',
api_version: str = 'v1',
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
self.project_id = project_id
self.zone = zone
self.resource_id = resource_id
self.gcp_conn_id = gcp_conn_id
self.api_version = api_version
self.impersonation_chain = impersonation_chain
self._validate_inputs()
super().__init__(**kwargs)
def _validate_inputs(self) -> None:
if self.project_id == '':
raise AirflowException("The required parameter 'project_id' is missing")
if not self.zone:
raise AirflowException("The required parameter 'zone' is missing")
if not self.resource_id:
raise AirflowException("The required parameter 'resource_id' is missing")
def execute(self, context: Context):
pass
class ComputeEngineStartInstanceOperator(ComputeEngineBaseOperator):
"""
Starts an instance in Google Compute Engine.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineStartInstanceOperator`
:param zone: Google Cloud zone where the instance exists.
:param resource_id: Name of the Compute Engine instance resource.
:param project_id: Optional, Google Cloud Project ID where the Compute
Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud
connection is used.
:param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud.
Defaults to 'google_cloud_default'.
:param api_version: Optional, API version used (for example v1 - or beta). Defaults
to v1.
: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).
"""
# [START gce_instance_start_template_fields]
template_fields: Sequence[str] = (
'project_id',
'zone',
'resource_id',
'gcp_conn_id',
'api_version',
'impersonation_chain',
)
# [END gce_instance_start_template_fields]
def execute(self, context: Context) -> None:
hook = ComputeEngineHook(
gcp_conn_id=self.gcp_conn_id,
api_version=self.api_version,
impersonation_chain=self.impersonation_chain,
)
return hook.start_instance(zone=self.zone, resource_id=self.resource_id, project_id=self.project_id)
class ComputeEngineStopInstanceOperator(ComputeEngineBaseOperator):
"""
Stops an instance in Google Compute Engine.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineStopInstanceOperator`
:param zone: Google Cloud zone where the instance exists.
:param resource_id: Name of the Compute Engine instance resource.
:param project_id: Optional, Google Cloud Project ID where the Compute
Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud
connection is used.
:param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud.
Defaults to 'google_cloud_default'.
:param api_version: Optional, API version used (for example v1 - or beta). Defaults
to v1.
: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).
"""
# [START gce_instance_stop_template_fields]
template_fields: Sequence[str] = (
'project_id',
'zone',
'resource_id',
'gcp_conn_id',
'api_version',
'impersonation_chain',
)
# [END gce_instance_stop_template_fields]
def execute(self, context: Context) -> None:
hook = ComputeEngineHook(
gcp_conn_id=self.gcp_conn_id,
api_version=self.api_version,
impersonation_chain=self.impersonation_chain,
)
hook.stop_instance(zone=self.zone, resource_id=self.resource_id, project_id=self.project_id)
SET_MACHINE_TYPE_VALIDATION_SPECIFICATION = [
dict(name="machineType", regexp="^.+$"),
]
class ComputeEngineSetMachineTypeOperator(ComputeEngineBaseOperator):
"""
Changes the machine type for a stopped instance to the machine type specified in
the request.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineSetMachineTypeOperator`
:param zone: Google Cloud zone where the instance exists.
:param resource_id: Name of the Compute Engine instance resource.
:param body: Body required by the Compute Engine setMachineType API, as described in
https://cloud.google.com/compute/docs/reference/rest/v1/instances/setMachineType#request-body
:param project_id: Optional, Google Cloud Project ID where the Compute
Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud
connection is used.
:param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud.
Defaults to 'google_cloud_default'.
:param api_version: Optional, API version used (for example v1 - or beta). Defaults
to v1.
:param validate_body: Optional, If set to False, body validation is not performed.
Defaults to False.
: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).
"""
# [START gce_instance_set_machine_type_template_fields]
template_fields: Sequence[str] = (
'project_id',
'zone',
'resource_id',
'body',
'gcp_conn_id',
'api_version',
'impersonation_chain',
)
# [END gce_instance_set_machine_type_template_fields]
def __init__(
self,
*,
zone: str,
resource_id: str,
body: dict,
project_id: str | None = None,
gcp_conn_id: str = 'google_cloud_default',
api_version: str = 'v1',
validate_body: bool = True,
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
self.body = body
self._field_validator = None # type: Optional[GcpBodyFieldValidator]
if validate_body:
self._field_validator = GcpBodyFieldValidator(
SET_MACHINE_TYPE_VALIDATION_SPECIFICATION, api_version=api_version
)
super().__init__(
project_id=project_id,
zone=zone,
resource_id=resource_id,
gcp_conn_id=gcp_conn_id,
api_version=api_version,
impersonation_chain=impersonation_chain,
**kwargs,
)
def _validate_all_body_fields(self) -> None:
if self._field_validator:
self._field_validator.validate(self.body)
def execute(self, context: Context) -> None:
hook = ComputeEngineHook(
gcp_conn_id=self.gcp_conn_id,
api_version=self.api_version,
impersonation_chain=self.impersonation_chain,
)
self._validate_all_body_fields()
return hook.set_machine_type(
zone=self.zone, resource_id=self.resource_id, body=self.body, project_id=self.project_id
)
GCE_INSTANCE_TEMPLATE_VALIDATION_PATCH_SPECIFICATION = [
dict(name="name", regexp="^.+$"),
dict(name="description", optional=True),
dict(
name="properties",
type='dict',
optional=True,
fields=[
dict(name="description", optional=True),
dict(name="tags", optional=True, fields=[dict(name="items", optional=True)]),
dict(name="machineType", optional=True),
dict(name="canIpForward", optional=True),
dict(name="networkInterfaces", optional=True), # not validating deeper
dict(name="disks", optional=True), # not validating the array deeper
dict(
name="metadata",
optional=True,
fields=[
dict(name="fingerprint", optional=True),
dict(name="items", optional=True),
dict(name="kind", optional=True),
],
),
dict(name="serviceAccounts", optional=True), # not validating deeper
dict(
name="scheduling",
optional=True,
fields=[
dict(name="onHostMaintenance", optional=True),
dict(name="automaticRestart", optional=True),
dict(name="preemptible", optional=True),
dict(name="nodeAffinities", optional=True), # not validating deeper
],
),
dict(name="labels", optional=True),
dict(name="guestAccelerators", optional=True), # not validating deeper
dict(name="minCpuPlatform", optional=True),
],
),
] # type: List[Dict[str, Any]]
GCE_INSTANCE_TEMPLATE_FIELDS_TO_SANITIZE = [
"kind",
"id",
"name",
"creationTimestamp",
"properties.disks.sha256",
"properties.disks.kind",
"properties.disks.sourceImageEncryptionKey.sha256",
"properties.disks.index",
"properties.disks.licenses",
"properties.networkInterfaces.kind",
"properties.networkInterfaces.accessConfigs.kind",
"properties.networkInterfaces.name",
"properties.metadata.kind",
"selfLink",
]
class ComputeEngineCopyInstanceTemplateOperator(ComputeEngineBaseOperator):
"""
Copies the instance template, applying specified changes.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineCopyInstanceTemplateOperator`
:param resource_id: Name of the Instance Template
:param body_patch: Patch to the body of instanceTemplates object following rfc7386
PATCH semantics. The body_patch content follows
https://cloud.google.com/compute/docs/reference/rest/v1/instanceTemplates
Name field is required as we need to rename the template,
all the other fields are optional. It is important to follow PATCH semantics
- arrays are replaced fully, so if you need to update an array you should
provide the whole target array as patch element.
:param project_id: Optional, Google Cloud Project ID where the Compute
Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud
connection is used.
:param request_id: Optional, unique request_id that you might add to achieve
full idempotence (for example when client call times out repeating the request
with the same request id will not create a new instance template again).
It should be in UUID format as defined in RFC 4122.
:param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud.
Defaults to 'google_cloud_default'.
:param api_version: Optional, API version used (for example v1 - or beta). Defaults
to v1.
:param validate_body: Optional, If set to False, body validation is not performed.
Defaults to False.
: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).
"""
# [START gce_instance_template_copy_operator_template_fields]
template_fields: Sequence[str] = (
'project_id',
'resource_id',
'request_id',
'gcp_conn_id',
'api_version',
'impersonation_chain',
)
# [END gce_instance_template_copy_operator_template_fields]
def __init__(
self,
*,
resource_id: str,
body_patch: dict,
project_id: str | None = None,
request_id: str | None = None,
gcp_conn_id: str = 'google_cloud_default',
api_version: str = 'v1',
validate_body: bool = True,
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
self.body_patch = body_patch
self.request_id = request_id
self._field_validator = None # Optional[GcpBodyFieldValidator]
if 'name' not in self.body_patch:
raise AirflowException(
f"The body '{body_patch}' should contain at least name for the new operator "
f"in the 'name' field"
)
if validate_body:
self._field_validator = GcpBodyFieldValidator(
GCE_INSTANCE_TEMPLATE_VALIDATION_PATCH_SPECIFICATION, api_version=api_version
)
self._field_sanitizer = GcpBodyFieldSanitizer(GCE_INSTANCE_TEMPLATE_FIELDS_TO_SANITIZE)
super().__init__(
project_id=project_id,
zone='global',
resource_id=resource_id,
gcp_conn_id=gcp_conn_id,
api_version=api_version,
impersonation_chain=impersonation_chain,
**kwargs,
)
def _validate_all_body_fields(self) -> None:
if self._field_validator:
self._field_validator.validate(self.body_patch)
def execute(self, context: Context) -> dict:
hook = ComputeEngineHook(
gcp_conn_id=self.gcp_conn_id,
api_version=self.api_version,
impersonation_chain=self.impersonation_chain,
)
self._validate_all_body_fields()
try:
# Idempotence check (sort of) - we want to check if the new template
# is already created and if is, then we assume it was created by previous run
# of CopyTemplate operator - we do not check if content of the template
# is as expected. Templates are immutable so we cannot update it anyway
# and deleting/recreating is not worth the hassle especially
# that we cannot delete template if it is already used in some Instance
# Group Manager. We assume success if the template is simply present
existing_template = hook.get_instance_template(
resource_id=self.body_patch['name'], project_id=self.project_id
)
self.log.info(
"The %s template already existed. It was likely created by previous run of the operator. "
"Assuming success.",
existing_template,
)
return existing_template
except HttpError as e:
# We actually expect to get 404 / Not Found here as the template should
# not yet exist
if not e.resp.status == 404:
raise e
old_body = hook.get_instance_template(resource_id=self.resource_id, project_id=self.project_id)
new_body = deepcopy(old_body)
self._field_sanitizer.sanitize(new_body)
new_body = merge(new_body, self.body_patch)
self.log.info("Calling insert instance template with updated body: %s", new_body)
hook.insert_instance_template(body=new_body, request_id=self.request_id, project_id=self.project_id)
return hook.get_instance_template(resource_id=self.body_patch['name'], project_id=self.project_id)
class ComputeEngineInstanceGroupUpdateManagerTemplateOperator(ComputeEngineBaseOperator):
"""
Patches the Instance Group Manager, replacing source template URL with the
destination one. API V1 does not have update/patch operations for Instance
Group Manager, so you must use beta or newer API version. Beta is the default.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineInstanceGroupUpdateManagerTemplateOperator`
:param resource_id: Name of the Instance Group Manager
:param zone: Google Cloud zone where the Instance Group Manager exists.
:param source_template: URL of the template to replace.
:param destination_template: URL of the target template.
:param project_id: Optional, Google Cloud Project ID where the Compute
Engine Instance exists. If set to None or missing, the default project_id from the Google Cloud
connection is used.
:param request_id: Optional, unique request_id that you might add to achieve
full idempotence (for example when client call times out repeating the request
with the same request id will not create a new instance template again).
It should be in UUID format as defined in RFC 4122.
:param gcp_conn_id: Optional, The connection ID used to connect to Google Cloud.
Defaults to 'google_cloud_default'.
:param api_version: Optional, API version used (for example v1 - or beta). Defaults
to v1.
: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).
"""
# [START gce_igm_update_template_operator_template_fields]
template_fields: Sequence[str] = (
'project_id',
'resource_id',
'zone',
'request_id',
'source_template',
'destination_template',
'gcp_conn_id',
'api_version',
'impersonation_chain',
)
# [END gce_igm_update_template_operator_template_fields]
def __init__(
self,
*,
resource_id: str,
zone: str,
source_template: str,
destination_template: str,
project_id: str | None = None,
update_policy: dict[str, Any] | None = None,
request_id: str | None = None,
gcp_conn_id: str = 'google_cloud_default',
api_version='beta',
impersonation_chain: str | Sequence[str] | None = None,
**kwargs,
) -> None:
self.zone = zone
self.source_template = source_template
self.destination_template = destination_template
self.request_id = request_id
self.update_policy = update_policy
self._change_performed = False
if api_version == 'v1':
raise AirflowException(
"Api version v1 does not have update/patch "
"operations for Instance Group Managers. Use beta"
" api version or above"
)
super().__init__(
project_id=project_id,
zone=self.zone,
resource_id=resource_id,
gcp_conn_id=gcp_conn_id,
api_version=api_version,
impersonation_chain=impersonation_chain,
**kwargs,
)
def _possibly_replace_template(self, dictionary: dict) -> None:
if dictionary.get('instanceTemplate') == self.source_template:
dictionary['instanceTemplate'] = self.destination_template
self._change_performed = True
def execute(self, context: Context) -> bool | None:
hook = ComputeEngineHook(
gcp_conn_id=self.gcp_conn_id,
api_version=self.api_version,
impersonation_chain=self.impersonation_chain,
)
old_instance_group_manager = hook.get_instance_group_manager(
zone=self.zone, resource_id=self.resource_id, project_id=self.project_id
)
patch_body = {}
if 'versions' in old_instance_group_manager:
patch_body['versions'] = old_instance_group_manager['versions']
if 'instanceTemplate' in old_instance_group_manager:
patch_body['instanceTemplate'] = old_instance_group_manager['instanceTemplate']
if self.update_policy:
patch_body['updatePolicy'] = self.update_policy
self._possibly_replace_template(patch_body)
if 'versions' in patch_body:
for version in patch_body['versions']:
self._possibly_replace_template(version)
if self._change_performed or self.update_policy:
self.log.info("Calling patch instance template with updated body: %s", patch_body)
return hook.patch_instance_group_manager(
zone=self.zone,
resource_id=self.resource_id,
body=patch_body,
request_id=self.request_id,
project_id=self.project_id,
)
else:
# Idempotence achieved
return True
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