-
Notifications
You must be signed in to change notification settings - Fork 53
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
chore(docs): add basic samples for async data client (#940)
- Loading branch information
1 parent
42a2976
commit 390b059
Showing
40 changed files
with
1,006 additions
and
192 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,3 +1,3 @@ | ||
apache-beam==2.53.0 | ||
apache-beam==2.54.0 | ||
google-cloud-bigtable==2.22.0 | ||
google-cloud-core==2.4.1 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,140 @@ | ||
#!/usr/bin/env python | ||
|
||
# Copyright 2024 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. | ||
|
||
"""Demonstrates how to connect to Cloud Bigtable and run some basic operations with the async APIs | ||
Prerequisites: | ||
- Create a Cloud Bigtable instance. | ||
https://cloud.google.com/bigtable/docs/creating-instance | ||
- Set your Google Application Default Credentials. | ||
https://developers.google.com/identity/protocols/application-default-credentials | ||
""" | ||
|
||
import argparse | ||
import asyncio | ||
|
||
# [START bigtable_async_hw_imports] | ||
from google.cloud import bigtable | ||
from google.cloud.bigtable.data import row_filters | ||
from google.cloud.bigtable.data import RowMutationEntry | ||
from google.cloud.bigtable.data import SetCell | ||
from google.cloud.bigtable.data import ReadRowsQuery | ||
|
||
# [END bigtable_async_hw_imports] | ||
|
||
|
||
async def main(project_id, instance_id, table_id): | ||
# [START bigtable_async_hw_connect] | ||
client = bigtable.data.BigtableDataClientAsync(project=project_id) | ||
table = client.get_table(instance_id, table_id) | ||
# [END bigtable_async_hw_connect] | ||
|
||
# [START bigtable_async_hw_create_table] | ||
from google.cloud.bigtable import column_family | ||
|
||
# the async client only supports the data API. Table creation as an admin operation | ||
# use admin client to create the table | ||
print("Creating the {} table.".format(table_id)) | ||
admin_client = bigtable.Client(project=project_id, admin=True) | ||
admin_instance = admin_client.instance(instance_id) | ||
admin_table = admin_instance.table(table_id) | ||
|
||
print("Creating column family cf1 with Max Version GC rule...") | ||
# Create a column family with GC policy : most recent N versions | ||
# Define the GC policy to retain only the most recent 2 versions | ||
max_versions_rule = column_family.MaxVersionsGCRule(2) | ||
column_family_id = "cf1" | ||
column_families = {column_family_id: max_versions_rule} | ||
if not admin_table.exists(): | ||
admin_table.create(column_families=column_families) | ||
else: | ||
print("Table {} already exists.".format(table_id)) | ||
# [END bigtable_async_hw_create_table] | ||
|
||
# [START bigtable_async_hw_write_rows] | ||
print("Writing some greetings to the table.") | ||
greetings = ["Hello World!", "Hello Cloud Bigtable!", "Hello Python!"] | ||
mutations = [] | ||
column = "greeting" | ||
for i, value in enumerate(greetings): | ||
# Note: This example uses sequential numeric IDs for simplicity, | ||
# but this can result in poor performance in a production | ||
# application. Since rows are stored in sorted order by key, | ||
# sequential keys can result in poor distribution of operations | ||
# across nodes. | ||
# | ||
# For more information about how to design a Bigtable schema for | ||
# the best performance, see the documentation: | ||
# | ||
# https://cloud.google.com/bigtable/docs/schema-design | ||
row_key = "greeting{}".format(i).encode() | ||
row_mutation = RowMutationEntry( | ||
row_key, SetCell(column_family_id, column, value) | ||
) | ||
mutations.append(row_mutation) | ||
await table.bulk_mutate_rows(mutations) | ||
# [END bigtable_async_hw_write_rows] | ||
|
||
# [START bigtable_async_hw_create_filter] | ||
# Create a filter to only retrieve the most recent version of the cell | ||
# for each column across entire row. | ||
row_filter = row_filters.CellsColumnLimitFilter(1) | ||
# [END bigtable_async_hw_create_filter] | ||
|
||
# [START bigtable_async_hw_get_with_filter] | ||
# [START bigtable_async_hw_get_by_key] | ||
print("Getting a single greeting by row key.") | ||
key = "greeting0".encode() | ||
|
||
row = await table.read_row(key, row_filter=row_filter) | ||
cell = row.cells[0] | ||
print(cell.value.decode("utf-8")) | ||
# [END bigtable_async_hw_get_by_key] | ||
# [END bigtable_async_hw_get_with_filter] | ||
|
||
# [START bigtable_async_hw_scan_with_filter] | ||
# [START bigtable_async_hw_scan_all] | ||
print("Scanning for all greetings:") | ||
query = ReadRowsQuery(row_filter=row_filter) | ||
async for row in await table.read_rows_stream(query): | ||
cell = row.cells[0] | ||
print(cell.value.decode("utf-8")) | ||
# [END bigtable_async_hw_scan_all] | ||
# [END bigtable_async_hw_scan_with_filter] | ||
|
||
# [START bigtable_async_hw_delete_table] | ||
# the async client only supports the data API. Table deletion as an admin operation | ||
# use admin client to create the table | ||
print("Deleting the {} table.".format(table_id)) | ||
admin_table.delete() | ||
# [END bigtable_async_hw_delete_table] | ||
|
||
|
||
if __name__ == "__main__": | ||
parser = argparse.ArgumentParser( | ||
description=__doc__, formatter_class=argparse.ArgumentDefaultsHelpFormatter | ||
) | ||
parser.add_argument("project_id", help="Your Cloud Platform project ID.") | ||
parser.add_argument( | ||
"instance_id", help="ID of the Cloud Bigtable instance to connect to." | ||
) | ||
parser.add_argument( | ||
"--table", help="Table to create and destroy.", default="Hello-Bigtable" | ||
) | ||
|
||
args = parser.parse_args() | ||
asyncio.run(main(args.project_id, args.instance_id, args.table)) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,39 @@ | ||
# Copyright 2024 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 random | ||
import asyncio | ||
|
||
from async_main import main | ||
|
||
PROJECT = os.environ["GOOGLE_CLOUD_PROJECT"] | ||
BIGTABLE_INSTANCE = os.environ["BIGTABLE_INSTANCE"] | ||
TABLE_NAME_FORMAT = "hello-world-test-{}" | ||
TABLE_NAME_RANGE = 10000 | ||
|
||
|
||
def test_async_main(capsys): | ||
table_name = TABLE_NAME_FORMAT.format(random.randrange(TABLE_NAME_RANGE)) | ||
|
||
asyncio.run(main(PROJECT, BIGTABLE_INSTANCE, table_name)) | ||
|
||
out, _ = capsys.readouterr() | ||
assert "Creating the {} table.".format(table_name) in out | ||
assert "Writing some greetings to the table." in out | ||
assert "Getting a single greeting by row key." in out | ||
assert "Hello World!" in out | ||
assert "Scanning for all greetings" in out | ||
assert "Hello Cloud Bigtable!" in out | ||
assert "Deleting the {} table.".format(table_name) in out |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,2 +1,2 @@ | ||
google-cloud-bigtable==2.22.0 | ||
google-cloud-bigtable==2.23.0 | ||
google-cloud-core==2.4.1 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,3 +1,3 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 | ||
mock==5.1.0 | ||
google-cloud-testutils |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1 +1 @@ | ||
pytest==8.0.0 | ||
pytest==7.4.4 |
Oops, something went wrong.