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docs(samples): Bulk insert sample (#299)
Co-authored-by: Anthonios Partheniou <partheniou@google.com> Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
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# Copyright 2022 Google LLC | ||
# | ||
# Licensed 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. | ||
# flake8: noqa | ||
from typing import Iterable, Optional | ||
import uuid | ||
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from google.cloud import compute_v1 | ||
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# <INGREDIENT bulk_insert_instance> | ||
def bulk_insert_instance(project_id: str, zone: str, template: compute_v1.InstanceTemplate, | ||
count: int, name_pattern: str, min_count: Optional[int] = None, | ||
labels: Optional[dict] = None) -> Iterable[compute_v1.Instance]: | ||
""" | ||
Create multiple VMs based on an Instance Template. The newly created instances will | ||
be returned as a list and will share a label with key `bulk_batch` and a random | ||
value. | ||
If the bulk insert operation fails and the requested number of instances can't be created, | ||
and more than min_count instances are created, then those instances can be found using | ||
the `bulk_batch` label with value attached to the raised exception in bulk_batch_id | ||
attribute. So, you can use the following filter: f"label.bulk_batch={err.bulk_batch_id}" | ||
when listing instances in a zone to get the instances that were successfully created. | ||
Args: | ||
project_id: project ID or project number of the Cloud project you want to use. | ||
zone: name of the zone to create the instance in. For example: "us-west3-b" | ||
template: an Instance Template to be used for creation of the new VMs. | ||
name_pattern: The string pattern used for the names of the VMs. The pattern | ||
must contain one continuous sequence of placeholder hash characters (#) | ||
with each character corresponding to one digit of the generated instance | ||
name. Example: a name_pattern of inst-#### generates instance names such | ||
as inst-0001 and inst-0002. If existing instances in the same project and | ||
zone have names that match the name pattern then the generated instance | ||
numbers start after the biggest existing number. For example, if there | ||
exists an instance with name inst-0050, then instance names generated | ||
using the pattern inst-#### begin with inst-0051. The name pattern | ||
placeholder #...# can contain up to 18 characters. | ||
count: The maximum number of instances to create. | ||
min_count (optional): The minimum number of instances to create. If no min_count is | ||
specified then count is used as the default value. If min_count instances | ||
cannot be created, then no instances will be created and instances already | ||
created will be deleted. | ||
labels (optional): A dictionary with labels to be added to the new VMs. | ||
""" | ||
bulk_insert_resource = compute_v1.BulkInsertInstanceResource() | ||
bulk_insert_resource.source_instance_template = template.self_link | ||
bulk_insert_resource.count = count | ||
bulk_insert_resource.min_count = min_count or count | ||
bulk_insert_resource.name_pattern = name_pattern | ||
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if not labels: | ||
labels = {} | ||
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labels['bulk_batch'] = uuid.uuid4().hex | ||
instance_prop = compute_v1.InstanceProperties() | ||
instance_prop.labels = labels | ||
bulk_insert_resource.instance_properties = instance_prop | ||
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bulk_insert_request = compute_v1.BulkInsertInstanceRequest() | ||
bulk_insert_request.bulk_insert_instance_resource_resource = bulk_insert_resource | ||
bulk_insert_request.project = project_id | ||
bulk_insert_request.zone = zone | ||
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client = compute_v1.InstancesClient() | ||
operation = client.bulk_insert(bulk_insert_request) | ||
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try: | ||
wait_for_extended_operation(operation, "bulk instance creation") | ||
except Exception as err: | ||
err.bulk_batch_id = labels['bulk_batch'] | ||
raise err | ||
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list_req = compute_v1.ListInstancesRequest() | ||
list_req.project = project_id | ||
list_req.zone = zone | ||
list_req.filter = " AND ".join(f"labels.{key}:{value}" for key, value in labels.items()) | ||
return client.list(list_req) | ||
# </INGREDIENT> |
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# Copyright 2022 Google LLC | ||
# | ||
# Licensed 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. | ||
# flake8: noqa | ||
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# <REGION compute_instances_bulk_insert> | ||
# <IMPORTS/> | ||
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# <INGREDIENT wait_for_extended_operation /> | ||
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# <INGREDIENT get_instance_template /> | ||
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# <INGREDIENT bulk_insert_instance /> | ||
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def create_five_instances(project_id: str, zone: str, template_name: str, | ||
name_pattern: str): | ||
""" | ||
Create five instances of an instance template. | ||
Args: | ||
project_id: project ID or project number of the Cloud project you want to use. | ||
zone: name of the zone to create the instance in. For example: "us-west3-b" | ||
template_name: name of the template that will be used to create new VMs. | ||
name_pattern: The string pattern used for the names of the VMs. | ||
""" | ||
template = get_instance_template(project_id, template_name) | ||
instances = bulk_insert_instance(project_id, zone, template, 5, name_pattern) | ||
return instances | ||
# </REGION compute_instances_bulk_insert> |
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# Copyright 2022 Google LLC | ||
# | ||
# Licensed 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. | ||
# flake8: noqa | ||
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# This file is automatically generated. Please do not modify it directly. | ||
# Find the relevant recipe file in the samples/recipes or samples/ingredients | ||
# directory and apply your changes there. | ||
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# [START compute_instances_bulk_insert] | ||
import sys | ||
from typing import Any, Iterable, Optional | ||
import uuid | ||
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from google.api_core.extended_operation import ExtendedOperation | ||
from google.cloud import compute_v1 | ||
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def wait_for_extended_operation( | ||
operation: ExtendedOperation, verbose_name: str = "operation", timeout: int = 300 | ||
) -> Any: | ||
""" | ||
This method will wait for the extended (long-running) operation to | ||
complete. If the operation is successful, it will return its result. | ||
If the operation ends with an error, an exception will be raised. | ||
If there were any warnings during the execution of the operation | ||
they will be printed to sys.stderr. | ||
Args: | ||
operation: a long-running operation you want to wait on. | ||
verbose_name: (optional) a more verbose name of the operation, | ||
used only during error and warning reporting. | ||
timeout: how long (in seconds) to wait for operation to finish. | ||
If None, wait indefinitely. | ||
Returns: | ||
Whatever the operation.result() returns. | ||
Raises: | ||
This method will raise the exception received from `operation.exception()` | ||
or RuntimeError if there is no exception set, but there is an `error_code` | ||
set for the `operation`. | ||
In case of an operation taking longer than `timeout` seconds to complete, | ||
a `concurrent.futures.TimeoutError` will be raised. | ||
""" | ||
result = operation.result(timeout=timeout) | ||
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if operation.error_code: | ||
print( | ||
f"Error during {verbose_name}: [Code: {operation.error_code}]: {operation.error_message}", | ||
file=sys.stderr, | ||
flush=True, | ||
) | ||
print(f"Operation ID: {operation.name}", file=sys.stderr, flush=True) | ||
raise operation.exception() or RuntimeError(operation.error_message) | ||
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if operation.warnings: | ||
print(f"Warnings during {verbose_name}:\n", file=sys.stderr, flush=True) | ||
for warning in operation.warnings: | ||
print(f" - {warning.code}: {warning.message}", file=sys.stderr, flush=True) | ||
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return result | ||
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def get_instance_template( | ||
project_id: str, template_name: str | ||
) -> compute_v1.InstanceTemplate: | ||
""" | ||
Retrieve an instance template, which you can use to create virtual machine | ||
(VM) instances and managed instance groups (MIGs). | ||
Args: | ||
project_id: project ID or project number of the Cloud project you use. | ||
template_name: name of the template to retrieve. | ||
Returns: | ||
InstanceTemplate object that represents the retrieved template. | ||
""" | ||
template_client = compute_v1.InstanceTemplatesClient() | ||
return template_client.get(project=project_id, instance_template=template_name) | ||
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def bulk_insert_instance( | ||
project_id: str, | ||
zone: str, | ||
template: compute_v1.InstanceTemplate, | ||
count: int, | ||
name_pattern: str, | ||
min_count: Optional[int] = None, | ||
labels: Optional[dict] = None, | ||
) -> Iterable[compute_v1.Instance]: | ||
""" | ||
Create multiple VMs based on an Instance Template. The newly created instances will | ||
be returned as a list and will share a label with key `bulk_batch` and a random | ||
value. | ||
If the bulk insert operation fails and the requested number of instances can't be created, | ||
and more than min_count instances are created, then those instances can be found using | ||
the `bulk_batch` label with value attached to the raised exception in bulk_batch_id | ||
attribute. So, you can use the following filter: f"label.bulk_batch={err.bulk_batch_id}" | ||
when listing instances in a zone to get the instances that were successfully created. | ||
Args: | ||
project_id: project ID or project number of the Cloud project you want to use. | ||
zone: name of the zone to create the instance in. For example: "us-west3-b" | ||
template: an Instance Template to be used for creation of the new VMs. | ||
name_pattern: The string pattern used for the names of the VMs. The pattern | ||
must contain one continuous sequence of placeholder hash characters (#) | ||
with each character corresponding to one digit of the generated instance | ||
name. Example: a name_pattern of inst-#### generates instance names such | ||
as inst-0001 and inst-0002. If existing instances in the same project and | ||
zone have names that match the name pattern then the generated instance | ||
numbers start after the biggest existing number. For example, if there | ||
exists an instance with name inst-0050, then instance names generated | ||
using the pattern inst-#### begin with inst-0051. The name pattern | ||
placeholder #...# can contain up to 18 characters. | ||
count: The maximum number of instances to create. | ||
min_count (optional): The minimum number of instances to create. If no min_count is | ||
specified then count is used as the default value. If min_count instances | ||
cannot be created, then no instances will be created and instances already | ||
created will be deleted. | ||
labels (optional): A dictionary with labels to be added to the new VMs. | ||
""" | ||
bulk_insert_resource = compute_v1.BulkInsertInstanceResource() | ||
bulk_insert_resource.source_instance_template = template.self_link | ||
bulk_insert_resource.count = count | ||
bulk_insert_resource.min_count = min_count or count | ||
bulk_insert_resource.name_pattern = name_pattern | ||
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if not labels: | ||
labels = {} | ||
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labels["bulk_batch"] = uuid.uuid4().hex | ||
instance_prop = compute_v1.InstanceProperties() | ||
instance_prop.labels = labels | ||
bulk_insert_resource.instance_properties = instance_prop | ||
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bulk_insert_request = compute_v1.BulkInsertInstanceRequest() | ||
bulk_insert_request.bulk_insert_instance_resource_resource = bulk_insert_resource | ||
bulk_insert_request.project = project_id | ||
bulk_insert_request.zone = zone | ||
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client = compute_v1.InstancesClient() | ||
operation = client.bulk_insert(bulk_insert_request) | ||
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try: | ||
wait_for_extended_operation(operation, "bulk instance creation") | ||
except Exception as err: | ||
err.bulk_batch_id = labels["bulk_batch"] | ||
raise err | ||
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list_req = compute_v1.ListInstancesRequest() | ||
list_req.project = project_id | ||
list_req.zone = zone | ||
list_req.filter = " AND ".join( | ||
f"labels.{key}:{value}" for key, value in labels.items() | ||
) | ||
return client.list(list_req) | ||
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def create_five_instances( | ||
project_id: str, zone: str, template_name: str, name_pattern: str | ||
): | ||
""" | ||
Create five instances of an instance template. | ||
Args: | ||
project_id: project ID or project number of the Cloud project you want to use. | ||
zone: name of the zone to create the instance in. For example: "us-west3-b" | ||
template_name: name of the template that will be used to create new VMs. | ||
name_pattern: The string pattern used for the names of the VMs. | ||
""" | ||
template = get_instance_template(project_id, template_name) | ||
instances = bulk_insert_instance(project_id, zone, template, 5, name_pattern) | ||
return instances | ||
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# [END compute_instances_bulk_insert] |
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