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feat(datastore): Add Datastore Admin API samples (#4121)
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* feat(datastore): Add Datastore Admin API samples

* add test for entities import/export

* add requirements into the README file

* fix imports order, add Storage roles tip, add retrying into requirements

* use backoff instead of retrying, add App Engine tip

* del retrying from requrements-test.txt

* fix imports order

* add timeouts

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>
Co-authored-by: Takashi Matsuo <tmatsuo@google.com>
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3 people committed Aug 3, 2020
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12 changes: 12 additions & 0 deletions datastore/cloud-client/README.rst
Expand Up @@ -14,6 +14,18 @@ This directory contains samples for Google Cloud Datastore. `Google Cloud Datast

.. _Google Cloud Datastore: https://cloud.google.com/datastore/docs




Set environment variables:
`GOOGLE_CLOUD_PROJECT` - Google Cloud project id
`CLOUD_STORAGE_BUCKET` - Google Cloud Storage bucket name

Roles to be set in your Service Account and App Engine default service account:
`Datastore Import Export Admin`, or `Cloud Datastore Owner`, or `Owner`
`Storage Admin`, or `Owner`


Setup
-------------------------------------------------------------------------------

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11 changes: 10 additions & 1 deletion datastore/cloud-client/README.rst.in
Expand Up @@ -4,10 +4,19 @@ product:
name: Google Cloud Datastore
short_name: Cloud Datastore
url: https://cloud.google.com/datastore/docs
description: >
description: >
`Google Cloud Datastore`_ is a NoSQL document database built for automatic
scaling, high performance, and ease of application development.

other_required_steps: >
Set environment variables:
`GOOGLE_CLOUD_PROJECT` - Google Cloud project id
`CLOUD_STORAGE_BUCKET` - Google Cloud Storage bucket name

Roles to be set in your Service Account and App Engine default service account:
`Datastore Import Export Admin`, or `Cloud Datastore Owner`, or `Owner`
`Storage Admin`, or `Owner`

setup:
- auth
- install_deps
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86 changes: 86 additions & 0 deletions datastore/cloud-client/admin.py
@@ -0,0 +1,86 @@
# Copyright 2016, Google, Inc.
# 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.

# [START datastore_admin_client_create]
from google.cloud.datastore_admin_v1.gapic import datastore_admin_client


def client_create():
"""Creates a new Datastore admin client."""
client = datastore_admin_client.DatastoreAdminClient()

print("Admin client created\n")
return client
# [END datastore_admin_client_create]


# [START datastore_admin_entities_export]
def export_entities(project_id, output_url_prefix):
"""
Exports a copy of all or a subset of entities from
Datastore to another storage system, such as Cloud Storage.
"""
# project_id = "project-id"
# output_url_prefix = "gs://bucket-name"
client = datastore_admin_client.DatastoreAdminClient()

op = client.export_entities(project_id, output_url_prefix)
response = op.result(timeout=200)

print("Entities were exported\n")
return response
# [END datastore_admin_entities_export]


# [START datastore_admin_entities_import]
def import_entities(project_id, input_url):
"""Imports entities into Datastore."""
# project_id := "project-id"
# input_url := "gs://bucket-name/overall-export-metadata-file"
client = datastore_admin_client.DatastoreAdminClient()

op = client.import_entities(project_id, input_url)
response = op.result(timeout=200)

print("Entities were imported\n")
return response
# [END datastore_admin_entities_import]


# [START datastore_admin_index_get]
def get_index(project_id, index_id):
"""Gets an index."""
# project_id := "my-project-id"
# index_id := "my-index"
client = datastore_admin_client.DatastoreAdminClient()
index = client.get_index(project_id, index_id)

print("Got index: %v\n", index.index_id)
return index
# [END datastore_admin_index_get]


# [START datastore_admin_index_list]
def list_indexes(project_id):
"""Lists the indexes."""
# project_id := "my-project-id"
client = datastore_admin_client.DatastoreAdminClient()

indexes = []
for index in client.list_indexes(project_id):
indexes.append(index)
print("Got index: %v\n", index.index_id)

print("Got list of indexes\n")
return indexes
# [END datastore_admin_index_list]
48 changes: 48 additions & 0 deletions datastore/cloud-client/admin_test.py
@@ -0,0 +1,48 @@
# Copyright 2016, Google, Inc.
# 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.

import os

import backoff
import pytest

import admin


PROJECT = os.environ["GOOGLE_CLOUD_PROJECT"]
BUCKET = os.environ["CLOUD_STORAGE_BUCKET"]


class TestDatastoreAdminSnippets:
def test_client_create(self):
assert admin.client_create()

def test_get_index(self):
indexes = admin.list_indexes(PROJECT)
if not indexes:
pytest.skip(
"Skipping datastore test. At least "
"one index should present in database."
)

assert admin.get_index(PROJECT, indexes[0].index_id)

def test_list_index(self):
assert admin.list_indexes(PROJECT)

@backoff.on_exception(backoff.expo, AssertionError, max_tries=3, max_time=540000)
def test_export_import_entities(self):
response = admin.export_entities(PROJECT, "gs://" + BUCKET)
assert response

assert admin.import_entities(PROJECT, response.output_url)

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