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# 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
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"""
Example Airflow DAG for Google Cloud Memorystore service.
"""
import os
from google.cloud.memcache_v1beta2.types import cloud_memcache
from google.cloud.redis_v1 import FailoverInstanceRequest, Instance
from airflow import models
from airflow.operators.bash import BashOperator
from airflow.providers.google.cloud.operators.cloud_memorystore import (
CloudMemorystoreCreateInstanceAndImportOperator,
CloudMemorystoreCreateInstanceOperator,
CloudMemorystoreDeleteInstanceOperator,
CloudMemorystoreExportAndDeleteInstanceOperator,
CloudMemorystoreExportInstanceOperator,
CloudMemorystoreFailoverInstanceOperator,
CloudMemorystoreGetInstanceOperator,
CloudMemorystoreImportOperator,
CloudMemorystoreListInstancesOperator,
CloudMemorystoreMemcachedApplyParametersOperator,
CloudMemorystoreMemcachedCreateInstanceOperator,
CloudMemorystoreMemcachedDeleteInstanceOperator,
CloudMemorystoreMemcachedGetInstanceOperator,
CloudMemorystoreMemcachedListInstancesOperator,
CloudMemorystoreMemcachedUpdateInstanceOperator,
CloudMemorystoreMemcachedUpdateParametersOperator,
CloudMemorystoreScaleInstanceOperator,
CloudMemorystoreUpdateInstanceOperator,
)
from airflow.providers.google.cloud.operators.gcs import GCSBucketCreateAclEntryOperator
from airflow.utils import dates
GCP_PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "example-project")
MEMORYSTORE_REDIS_INSTANCE_NAME = os.environ.get(
"GCP_MEMORYSTORE_REDIS_INSTANCE_NAME", "test-memorystore-redis"
)
MEMORYSTORE_REDIS_INSTANCE_NAME_2 = os.environ.get(
"GCP_MEMORYSTORE_REDIS_INSTANCE_NAME_2", "test-memorystore-redis-2"
)
MEMORYSTORE_REDIS_INSTANCE_NAME_3 = os.environ.get(
"GCP_MEMORYSTORE_REDIS_INSTANCE_NAME_3", "test-memorystore-redis-3"
)
MEMORYSTORE_MEMCACHED_INSTANCE_NAME = os.environ.get(
"GCP_MEMORYSTORE_MEMCACHED_INSTANCE_NAME", "test-memorystore-memcached-1"
)
BUCKET_NAME = os.environ.get("GCP_MEMORYSTORE_BUCKET", "INVALID BUCKET NAME")
EXPORT_GCS_URL = f"gs://{BUCKET_NAME}/my-export.rdb"
# [START howto_operator_instance]
FIRST_INSTANCE = {"tier": Instance.Tier.BASIC, "memory_size_gb": 1}
# [END howto_operator_instance]
SECOND_INSTANCE = {"tier": Instance.Tier.STANDARD_HA, "memory_size_gb": 3}
# [START howto_operator_memcached_instance]
MEMCACHED_INSTANCE = {"name": "", "node_count": 1, "node_config": {"cpu_count": 1, "memory_size_mb": 1024}}
# [END howto_operator_memcached_instance]
with models.DAG(
"gcp_cloud_memorystore_redis",
schedule_interval='@once', # Override to match your needs
start_date=dates.days_ago(1),
tags=['example'],
) as dag:
# [START howto_operator_create_instance]
create_instance = CloudMemorystoreCreateInstanceOperator(
task_id="create-instance",
location="europe-north1",
instance_id=MEMORYSTORE_REDIS_INSTANCE_NAME,
instance=FIRST_INSTANCE,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_create_instance]
# [START howto_operator_create_instance_result]
create_instance_result = BashOperator(
task_id="create-instance-result",
bash_command=f"echo {create_instance.output}",
)
# [END howto_operator_create_instance_result]
create_instance_2 = CloudMemorystoreCreateInstanceOperator(
task_id="create-instance-2",
location="europe-north1",
instance_id=MEMORYSTORE_REDIS_INSTANCE_NAME_2,
instance=SECOND_INSTANCE,
project_id=GCP_PROJECT_ID,
)
# [START howto_operator_get_instance]
get_instance = CloudMemorystoreGetInstanceOperator(
task_id="get-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
do_xcom_push=True,
)
# [END howto_operator_get_instance]
# [START howto_operator_get_instance_result]
get_instance_result = BashOperator(
task_id="get-instance-result", bash_command=f"echo {get_instance.output}"
)
# [END howto_operator_get_instance_result]
# [START howto_operator_failover_instance]
failover_instance = CloudMemorystoreFailoverInstanceOperator(
task_id="failover-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME_2,
data_protection_mode=FailoverInstanceRequest.DataProtectionMode.LIMITED_DATA_LOSS,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_failover_instance]
# [START howto_operator_list_instances]
list_instances = CloudMemorystoreListInstancesOperator(
task_id="list-instances", location="-", page_size=100, project_id=GCP_PROJECT_ID
)
# [END howto_operator_list_instances]
# [START howto_operator_list_instances_result]
list_instances_result = BashOperator(
task_id="list-instances-result", bash_command=f"echo {get_instance.output}"
)
# [END howto_operator_list_instances_result]
# [START howto_operator_update_instance]
update_instance = CloudMemorystoreUpdateInstanceOperator(
task_id="update-instance",
location="europe-north1",
instance_id=MEMORYSTORE_REDIS_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
update_mask={"paths": ["memory_size_gb"]},
instance={"memory_size_gb": 2},
)
# [END howto_operator_update_instance]
# [START howto_operator_set_acl_permission]
set_acl_permission = GCSBucketCreateAclEntryOperator(
task_id="gcs-set-acl-permission",
bucket=BUCKET_NAME,
entity="user-{{ task_instance.xcom_pull('get-instance')['persistence_iam_identity']"
".split(':', 2)[1] }}",
role="OWNER",
)
# [END howto_operator_set_acl_permission]
# [START howto_operator_export_instance]
export_instance = CloudMemorystoreExportInstanceOperator(
task_id="export-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME,
output_config={"gcs_destination": {"uri": EXPORT_GCS_URL}},
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_export_instance]
# [START howto_operator_import_instance]
import_instance = CloudMemorystoreImportOperator(
task_id="import-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME_2,
input_config={"gcs_source": {"uri": EXPORT_GCS_URL}},
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_import_instance]
# [START howto_operator_delete_instance]
delete_instance = CloudMemorystoreDeleteInstanceOperator(
task_id="delete-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_delete_instance]
delete_instance_2 = CloudMemorystoreDeleteInstanceOperator(
task_id="delete-instance-2",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME_2,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_create_instance_and_import]
create_instance_and_import = CloudMemorystoreCreateInstanceAndImportOperator(
task_id="create-instance-and-import",
location="europe-north1",
instance_id=MEMORYSTORE_REDIS_INSTANCE_NAME_3,
instance=FIRST_INSTANCE,
input_config={"gcs_source": {"uri": EXPORT_GCS_URL}},
project_id=GCP_PROJECT_ID,
)
# [START howto_operator_create_instance_and_import]
# [START howto_operator_scale_instance]
scale_instance = CloudMemorystoreScaleInstanceOperator(
task_id="scale-instance",
location="europe-north1",
instance_id=MEMORYSTORE_REDIS_INSTANCE_NAME_3,
project_id=GCP_PROJECT_ID,
memory_size_gb=3,
)
# [END howto_operator_scale_instance]
# [END howto_operator_export_and_delete_instance]
export_and_delete_instance = CloudMemorystoreExportAndDeleteInstanceOperator(
task_id="export-and-delete-instance",
location="europe-north1",
instance=MEMORYSTORE_REDIS_INSTANCE_NAME_3,
output_config={"gcs_destination": {"uri": EXPORT_GCS_URL}},
project_id=GCP_PROJECT_ID,
)
# [START howto_operator_export_and_delete_instance]
create_instance >> get_instance >> get_instance_result
create_instance >> update_instance
create_instance >> export_instance
create_instance_2 >> import_instance
create_instance >> list_instances >> list_instances_result
list_instances >> delete_instance
export_instance >> update_instance
update_instance >> delete_instance
create_instance >> create_instance_result
get_instance >> set_acl_permission >> export_instance
get_instance >> list_instances_result
export_instance >> import_instance
export_instance >> delete_instance
failover_instance >> delete_instance_2
import_instance >> failover_instance
export_instance >> create_instance_and_import >> scale_instance >> export_and_delete_instance
with models.DAG(
"gcp_cloud_memorystore_memcached",
schedule_interval='@once', # Override to match your needs
start_date=dates.days_ago(1),
tags=['example'],
) as dag_memcache:
# [START howto_operator_create_instance_memcached]
create_memcached_instance = CloudMemorystoreMemcachedCreateInstanceOperator(
task_id="create-instance",
location="europe-north1",
instance_id=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
instance=MEMCACHED_INSTANCE,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_create_instance_memcached]
# [START howto_operator_delete_instance_memcached]
delete_memcached_instance = CloudMemorystoreMemcachedDeleteInstanceOperator(
task_id="delete-instance",
location="europe-north1",
instance=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_delete_instance_memcached]
# [START howto_operator_get_instance_memcached]
get_memcached_instance = CloudMemorystoreMemcachedGetInstanceOperator(
task_id="get-instance",
location="europe-north1",
instance=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
)
# [END howto_operator_get_instance_memcached]
# [START howto_operator_list_instances_memcached]
list_memcached_instances = CloudMemorystoreMemcachedListInstancesOperator(
task_id="list-instances", location="-", project_id=GCP_PROJECT_ID
)
# [END howto_operator_list_instances_memcached]
# # [START howto_operator_update_instance_memcached]
update_memcached_instance = CloudMemorystoreMemcachedUpdateInstanceOperator(
task_id="update-instance",
location="europe-north1",
instance_id=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
update_mask=cloud_memcache.field_mask.FieldMask(paths=["node_count"]),
instance={"node_count": 2},
)
# [END howto_operator_update_instance_memcached]
# [START howto_operator_update_and_apply_parameters_memcached]
update_memcached_parameters = CloudMemorystoreMemcachedUpdateParametersOperator(
task_id="update-parameters",
location="europe-north1",
instance_id=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
update_mask={"paths": ["params"]},
parameters={"params": {"protocol": "ascii", "hash_algorithm": "jenkins"}},
)
apply_memcached_parameters = CloudMemorystoreMemcachedApplyParametersOperator(
task_id="apply-parameters",
location="europe-north1",
instance_id=MEMORYSTORE_MEMCACHED_INSTANCE_NAME,
project_id=GCP_PROJECT_ID,
node_ids=["node-a-1"],
apply_all=False,
)
# update_parameters >> apply_parameters
# [END howto_operator_update_and_apply_parameters_memcached]
create_memcached_instance >> [list_memcached_instances, get_memcached_instance]
create_memcached_instance >> update_memcached_instance >> update_memcached_parameters
update_memcached_parameters >> apply_memcached_parameters >> delete_memcached_instance