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GCS Blob does not support the io.IOBase interface #3903

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eap opened this issue Aug 30, 2017 · 7 comments
Closed

GCS Blob does not support the io.IOBase interface #3903

eap opened this issue Aug 30, 2017 · 7 comments
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api: storage Issues related to the Cloud Storage API. type: feature request ‘Nice-to-have’ improvement, new feature or different behavior or design.

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@eap
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eap commented Aug 30, 2017

I'm branching this issue from the (currently resolved) issue #2871. The title covers the request, but to add some context see below.

Many python libraries (pandas, biopython, pillow, etc.) support reading from a 'python file object' which canonically are objects that implement the io.IOBase interface. If we could open a blob as a file object, we could do operations as shown in the example below where I'm just reading a few lines from a (possibly very large) file.

from Bio import SeqIO
from google.cloud.storage import blob

with blob.Blob('/data/example.fastq', 'mybucket').open('rb') as fileobj:
    for i, rec in enumerate(SeqIO.parse(fileobj, 'fastq')):
        print(rec.seq)
        print('  name=%s\n  annotations=%r' % (rec.name, rec.annotations))
        if i > 5:
            break

google-resumable-media covers some of the need expressed in this bug, but it does not satisfy users who need blobs to be parsed by libraries expecting standard file objects. The standard advice might be to download files first but that advice ignores the expense and time of downloading large files when indexed operations are available.

Some work has been done towards this end - the following two repositories have solutions. That said, I think most people would be far more happy to adopt a solution from this project since it has a far larger community and more active maintenance / governance.

@lukesneeringer lukesneeringer added api: storage Issues related to the Cloud Storage API. type: feature request ‘Nice-to-have’ improvement, new feature or different behavior or design. labels Sep 1, 2017
@lukesneeringer
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@dhermes Any thoughts on how long it would take to implement a file-like interface on Blob?

@dhermes
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dhermes commented Sep 5, 2017

We already have Blob.download_to_file that takes a write-able stream. google-resumable-media allows manual chunking during downloads:

>>> download = ChunkedDownload(
...     media_url, chunk_size, stream)
>>> response = download.consume_next_chunk(transport)

It might be easiest to support this if ChunkedDownload.consume_next_chunk just took an optional chunk_size argument that over-rides the instance's chunk size. Then fake_file.read(chunk_size) could be implemented in some wrapper.

I don't think it makes sense to add support for this in google-cloud-storage, and I'm 50-50 on whether we should actually provide the file-like wrapper. I am totally fine adding support for the per-chunk over-ride on chunk size to make it possible.

@eap
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eap commented Sep 5, 2017

@dhermes
would the implementation you described be able to provide a seek operation? The most commonly used methods for reading Python file objects are read, seek, tell, readlines, and readline. The first three alone are incredibly important for programs that read indexed files.

As for the larger question of supporting file-like interface: I have additional notes on the topic -

  1. File interfaces are core to many Python libraries and programs. Failing to provide a file interface in a google-endorsed library simply forces developers to re-invent this interface over and over again, or it forces them to rely on poorly maintained community contributions that may or may-not support new functionality like requester-pays buckets, and may also block or slow upgrades when security patches are needed.

  2. Supporting file objects would enable appengine standard environment to appengine flexible environment migrations. If you recall, the standard environment has a cloudstorage library that gives file handles for GCS blobs (see their docs here). Large applications with this dependency will need extensive rewrites if no equivalent functionality can be added to the non-appengine GCS interface.

@yan-hic
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yan-hic commented Nov 13, 2017

I second this request, not only for reading but writing too.

Why is it that only App Engine Standard has cloudstorage.open(<path_to_blob>,'w') ?

Because not supported elsewhere, one needs to provision a VM or similar with sufficient disk or memory to buffer before writing.
Once Google Functions supports Python (?), I assume - hope - a file-like storage object will exist there too.

Could boto not help in the meantime ?

@martindurant
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Thank @yiga2 for the pointer.

Indeed, anyone that wants pythonic file-like access to GCS is welcome to use gcsfs.

@eap
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eap commented Nov 21, 2017

I think that writable file objects is better left for a different discussion since it seems like seekable writers would conflict with core GCS concepts thanks to object-immutability. I could imagine a case being made for a non-seekable writer; many Python programs that accept file handles only require the availability of write or writelines methods.

Aside from general GCS concept difficulties, even a non-seekable writer creates caching and failure-handling headaches that aren't shared on the read-side of the IOBase interface implementation.

@chemelnucfin
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chemelnucfin commented Jan 22, 2018

Hello, feature requests will now be tracked in the project Feature Requests. I will close this issue now, please feel free to continue to address any issues/concerns here.

parthea pushed a commit that referenced this issue Sep 22, 2023
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* feat: dataproc quickstart sample added and create_cluster updated [(#2629)](GoogleCloudPlatform/python-docs-samples#2629)

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* chore(deps): update dependency google-cloud-dataproc to v0.7.0 [(#3083)](GoogleCloudPlatform/python-docs-samples#3083)

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* fix: add mains to samples [(#3284)](GoogleCloudPlatform/python-docs-samples#3284)

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* chore(deps): update dependency grpcio to v1.29.0 [(#3786)](GoogleCloudPlatform/python-docs-samples#3786)

* chore(deps): update dependency google-cloud-storage to v1.28.1 [(#3785)](GoogleCloudPlatform/python-docs-samples#3785)

* chore(deps): update dependency google-cloud-storage to v1.28.1

* [asset] testing: use uuid instead of time

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* update google-auth to 1.15.0 part 3 [(#3816)](GoogleCloudPlatform/python-docs-samples#3816)

* Update dependency google-cloud-dataproc to v0.8.0 [(#3837)](GoogleCloudPlatform/python-docs-samples#3837)

* chore(deps): update dependency google-auth to v1.16.0 [(#3903)](GoogleCloudPlatform/python-docs-samples#3903)

* update google-auth part 3 [(#3963)](GoogleCloudPlatform/python-docs-samples#3963)

* chore(deps): update dependency google-cloud-dataproc to v0.8.1 [(#4015)](GoogleCloudPlatform/python-docs-samples#4015)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-cloud-dataproc](https://togithub.com/googleapis/python-dataproc) | patch | `==0.8.0` -> `==0.8.1` |

---

### Release Notes

<details>
<summary>googleapis/python-dataproc</summary>

### [`v0.8.1`](https://togithub.com/googleapis/python-dataproc/blob/master/CHANGELOG.md#&#8203;081-httpswwwgithubcomgoogleapispython-dataproccomparev080v081-2020-06-05)

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* Replace GCLOUD_PROJECT with GOOGLE_CLOUD_PROJECT. [(#4022)](GoogleCloudPlatform/python-docs-samples#4022)

* Update dependency google-auth to v1.17.0 [(#4058)](GoogleCloudPlatform/python-docs-samples#4058)

* chore(deps): update dependency google-auth to v1.17.1 [(#4073)](GoogleCloudPlatform/python-docs-samples#4073)

* Update dependency google-auth to v1.17.2 [(#4083)](GoogleCloudPlatform/python-docs-samples#4083)

* Update dependency google-auth to v1.18.0 [(#4125)](GoogleCloudPlatform/python-docs-samples#4125)

* Update dependency google-cloud-dataproc to v1 [(#4109)](GoogleCloudPlatform/python-docs-samples#4109)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* chore(deps): update dependency google-cloud-storage to v1.29.0 [(#4040)](GoogleCloudPlatform/python-docs-samples#4040)

* chore(deps): update dependency grpcio to v1.30.0 [(#4143)](GoogleCloudPlatform/python-docs-samples#4143)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* Update dependency google-auth-httplib2 to v0.0.4 [(#4255)](GoogleCloudPlatform/python-docs-samples#4255)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* chore(deps): update dependency pytest to v5.4.3 [(#4279)](GoogleCloudPlatform/python-docs-samples#4279)

* chore(deps): update dependency pytest to v5.4.3

* specify pytest for python 2 in appengine

Co-authored-by: Leah Cole <coleleah@google.com>

* chore(deps): update dependency google-auth to v1.19.0 [(#4293)](GoogleCloudPlatform/python-docs-samples#4293)

* chore(deps): update dependency google-cloud-dataproc to v1.0.1 [(#4309)](GoogleCloudPlatform/python-docs-samples#4309)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-cloud-dataproc](https://togithub.com/googleapis/python-dataproc) | patch | `==1.0.0` -> `==1.0.1` |

---

### Release Notes

<details>
<summary>googleapis/python-dataproc</summary>

### [`v1.0.1`](https://togithub.com/googleapis/python-dataproc/blob/master/CHANGELOG.md#&#8203;101-httpswwwgithubcomgoogleapispython-dataproccomparev100v101-2020-07-16)

[Compare Source](https://togithub.com/googleapis/python-dataproc/compare/v1.0.0...v1.0.1)

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* chore(deps): update dependency google-auth to v1.19.1 [(#4304)](GoogleCloudPlatform/python-docs-samples#4304)

* chore(deps): update dependency google-auth to v1.19.2 [(#4321)](GoogleCloudPlatform/python-docs-samples#4321)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-auth](https://togithub.com/googleapis/google-auth-library-python) | patch | `==1.19.1` -> `==1.19.2` |

---

### Release Notes

<details>
<summary>googleapis/google-auth-library-python</summary>

### [`v1.19.2`](https://togithub.com/googleapis/google-auth-library-python/blob/master/CHANGELOG.md#&#8203;1192-httpswwwgithubcomgoogleapisgoogle-auth-library-pythoncomparev1191v1192-2020-07-17)

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* Update dependency google-auth to v1.20.0 [(#4387)](GoogleCloudPlatform/python-docs-samples#4387)

* Update dependency pytest to v6 [(#4390)](GoogleCloudPlatform/python-docs-samples#4390)

* Update dependency grpcio to v1.31.0 [(#4438)](GoogleCloudPlatform/python-docs-samples#4438)

* chore(deps): update dependency google-auth to v1.20.1 [(#4452)](GoogleCloudPlatform/python-docs-samples#4452)

* chore: update templates

Co-authored-by: Bill Prin <waprin@google.com>
Co-authored-by: Bill Prin <waprin@gmail.com>
Co-authored-by: Jon Wayne Parrott <jonwayne@google.com>
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parthea pushed a commit that referenced this issue Oct 21, 2023
* Add Monitoring v3 Samples


Refactor v2 samples in to separate directory
Add v3 Samples
Renamed auth to list_env

* Update requirements

* Fix metric.name

All the filters should be metric.type (API
change, name is now the fully qualified
REST resource).

* Monitoring Doc Fixups

* Use Main Project (now whitelisted)

* Fix minor typo in custom_metric.py

* Mark Monitoring As Flaky

* Updating requirements.

Change-Id: I95c7ddfe77430a2800d09e329f23ba8b2b939be2

* Don’t send name in create custom metric

* updating requirements [(#358)](GoogleCloudPlatform/python-docs-samples#358)

Change-Id: I6177a17fad021e26ed76679d9db34848c17b62a8

* Update Reqs

* Fix flaky custom metric test.

Change-Id: Ia2628f205537099d28415412fe302763f17c3081

* Update requirements. [(#436)](GoogleCloudPlatform/python-docs-samples#436)

* Remove output only fields [(#454)](GoogleCloudPlatform/python-docs-samples#454)

* Auto-update dependencies. [(#459)](GoogleCloudPlatform/python-docs-samples#459)

* Fix import order lint errors

Change-Id: Ieaf7237fc6f925daec46a07d2e81a452b841198a

* bump

Change-Id: I02e7767d13ba267ee9fc72c5b68a57013bb8b8d3

* Auto-update dependencies. [(#470)](GoogleCloudPlatform/python-docs-samples#470)

* Auto-update dependencies. [(#476)](GoogleCloudPlatform/python-docs-samples#476)

* Auto-update dependencies. [(#486)](GoogleCloudPlatform/python-docs-samples#486)

* Stackdriver product rename [(#508)](GoogleCloudPlatform/python-docs-samples#508)

* Auto-update dependencies. [(#537)](GoogleCloudPlatform/python-docs-samples#537)

* Fix lint issues

Change-Id: I0af78055cf33393a737f44acea2ba14555f494e1

* Fix monitoring test

Change-Id: I31c4dc368617996bc5b95c1414a39b9d45e11ebe

* Auto-update dependencies. [(#584)](GoogleCloudPlatform/python-docs-samples#584)

* Generate readmes for most service samples [(#599)](GoogleCloudPlatform/python-docs-samples#599)

* Auto-update dependencies. [(#609)](GoogleCloudPlatform/python-docs-samples#609)

* Auto-update dependencies. [(#625)](GoogleCloudPlatform/python-docs-samples#625)

* Auto-update dependencies. [(#629)](GoogleCloudPlatform/python-docs-samples#629)

* Auto-update dependencies. [(#735)](GoogleCloudPlatform/python-docs-samples#735)

* Auto-update dependencies.
* Fix language OCR sample
* Remove unused import

* Add region tags for writing time series [(#757)](GoogleCloudPlatform/python-docs-samples#757)

* Auto-update dependencies. [(#762)](GoogleCloudPlatform/python-docs-samples#762)

* Cleanup metric descriptors [(#776)](GoogleCloudPlatform/python-docs-samples#776)

* Auto-update dependencies. [(#783)](GoogleCloudPlatform/python-docs-samples#783)

* Auto-update dependencies. [(#785)](GoogleCloudPlatform/python-docs-samples#785)

* Auto-update dependencies. [(#790)](GoogleCloudPlatform/python-docs-samples#790)

* Add Monitoring Google Cloud Samples [(#789)](GoogleCloudPlatform/python-docs-samples#789)

* Add Monitoring Google Cloud Samples

* jon wayne review

* fixups

* Fix tests

* jonwayne

* Auto-update dependencies. [(#794)](GoogleCloudPlatform/python-docs-samples#794)

* Monitoring Region Tags [(#796)](GoogleCloudPlatform/python-docs-samples#796)

* Add get metric descriptor [(#797)](GoogleCloudPlatform/python-docs-samples#797)

* Fix mon reginos [(#798)](GoogleCloudPlatform/python-docs-samples#798)

* Fix monitoring tests [(#799)](GoogleCloudPlatform/python-docs-samples#799)

* Fix monitoring tests

* Fixing monitoring tests

Change-Id: I9e5d2a1143381430cc790085f90e210f9495d630

* Remove usage of GoogleCredentials [(#810)](GoogleCloudPlatform/python-docs-samples#810)

* Update monitoring region tags [(#830)](GoogleCloudPlatform/python-docs-samples#830)

* Remove cloud config fixture [(#887)](GoogleCloudPlatform/python-docs-samples#887)

* Remove cloud config fixture

* Fix client secrets

* Fix bigtable instance

* Remove resource [(#890)](GoogleCloudPlatform/python-docs-samples#890)

* Remove resource fixture

* Remove remote resource

* De-flake metric test

* Fix lint issues

* Fix reference to our testing tools

* Auto-update dependencies. [(#914)](GoogleCloudPlatform/python-docs-samples#914)

* Auto-update dependencies.

* xfail the error reporting test

* Fix lint

* Re-generate all readmes

* Fix README rst links [(#962)](GoogleCloudPlatform/python-docs-samples#962)

* Fix README rst links

* Update all READMEs

* Auto-update dependencies. [(#1004)](GoogleCloudPlatform/python-docs-samples#1004)

* Auto-update dependencies.

* Fix natural language samples

* Fix pubsub iam samples

* Fix language samples

* Fix bigquery samples

* Auto-update dependencies. [(#1055)](GoogleCloudPlatform/python-docs-samples#1055)

* Auto-update dependencies.

* Explicitly use latest bigtable client

Change-Id: Id71e9e768f020730e4ca9514a0d7ebaa794e7d9e

* Revert language update for now

Change-Id: I8867f154e9a5aae00d0047c9caf880e5e8f50c53

* Remove pdb. smh

Change-Id: I5ff905fadc026eebbcd45512d4e76e003e3b2b43

* Update monitoring samples to use more descriptive variable names [(#1058)](GoogleCloudPlatform/python-docs-samples#1058)

Change-Id: I648cd686a10399b7f92373fdcd48708396fd7140

* Auto-update dependencies. [(#1093)](GoogleCloudPlatform/python-docs-samples#1093)

* Auto-update dependencies.

* Fix storage notification poll sample

Change-Id: I6afbc79d15e050531555e4c8e51066996717a0f3

* Fix spanner samples

Change-Id: I40069222c60d57e8f3d3878167591af9130895cb

* Drop coverage because it's not useful

Change-Id: Iae399a7083d7866c3c7b9162d0de244fbff8b522

* Try again to fix flaky logging test

Change-Id: I6225c074701970c17c426677ef1935bb6d7e36b4

* Auto-update dependencies. [(#1094)](GoogleCloudPlatform/python-docs-samples#1094)

* Auto-update dependencies.

* Relax assertions in the ocr_nl sample

Change-Id: I6d37e5846a8d6dd52429cb30d501f448c52cbba1

* Drop unused logging apiary samples

Change-Id: I545718283773cb729a5e0def8a76ebfa40829d51

* Update all generated readme auth instructions [(#1121)](GoogleCloudPlatform/python-docs-samples#1121)

Change-Id: I03b5eaef8b17ac3dc3c0339fd2c7447bd3e11bd2

* Auto-update dependencies. [(#1133)](GoogleCloudPlatform/python-docs-samples#1133)

* Auto-update dependencies.

* Fix missing http library

Change-Id: I99faa600f2f3f1f50f57694fc9835d7f35bda250

* Added Link to Python Setup Guide [(#1158)](GoogleCloudPlatform/python-docs-samples#1158)

* Update Readme.rst to add Python setup guide

As requested in b/64770713.

This sample is linked in documentation https://cloud.google.com/bigtable/docs/scaling, and it would make more sense to update the guide here than in the documentation.

* Update README.rst

* Update README.rst

* Update README.rst

* Update README.rst

* Update README.rst

* Update install_deps.tmpl.rst

* Updated readmegen scripts and re-generated related README files

* Fixed the lint error

* Auto-update dependencies. [(#1186)](GoogleCloudPlatform/python-docs-samples#1186)

* Auto-update dependencies. [(#1217)](GoogleCloudPlatform/python-docs-samples#1217)

* Added "Open in Cloud Shell" buttons to README files [(#1254)](GoogleCloudPlatform/python-docs-samples#1254)

* Auto-update dependencies. [(#1309)](GoogleCloudPlatform/python-docs-samples#1309)

* Auto-update dependencies. [(#1320)](GoogleCloudPlatform/python-docs-samples#1320)

* Auto-update dependencies. [(#1355)](GoogleCloudPlatform/python-docs-samples#1355)

* Auto-update dependencies. [(#1359)](GoogleCloudPlatform/python-docs-samples#1359)

* Auto-update dependencies. [(#1377)](GoogleCloudPlatform/python-docs-samples#1377)

* Auto-update dependencies.

* Update requirements.txt

* Fix client instantiation [(#1396)](GoogleCloudPlatform/python-docs-samples#1396)

* Auto-update dependencies.

* Regenerate the README files and fix the Open in Cloud Shell link for some samples [(#1441)](GoogleCloudPlatform/python-docs-samples#1441)

* Update READMEs to fix numbering and add git clone [(#1464)](GoogleCloudPlatform/python-docs-samples#1464)

* Fix monitoring region tags. [(#1472)](GoogleCloudPlatform/python-docs-samples#1472)

* Sample's for stackdriver's uptime check api. [(#1478)](GoogleCloudPlatform/python-docs-samples#1478)

* Sample's for stackdriver's uptime check api.

* Add doc tags.

* Stackdriver monitoring alerts sample. [(#1475)](GoogleCloudPlatform/python-docs-samples#1475)

* Stackdriver monitoring alerts sample.

* Lint

* py27 tests pass

* Accomodate reviewer's comments.

* Add spaces around code blocks, Inc => LLC, and add docstring.

* Reformat doc comments to look like Google doc comments.

* Add more doc tags to alerts sample. [(#1483)](GoogleCloudPlatform/python-docs-samples#1483)

* Add more doc tags to alerts sample.

* lint

* Update monitoring samples to use version 0.29.0 of the client library. [(#1495)](GoogleCloudPlatform/python-docs-samples#1495)

* Update monitoring samples to use version 0.29.0 of the client library.

* Fix typo.

* Add sample to update a cloud monitoring uptime check. [(#1508)](GoogleCloudPlatform/python-docs-samples#1508)

* Add sample to update a cloud monitoring uptime check.

* Replace double quotes with single quotes.

* Auto-update dependencies. [(#1658)](GoogleCloudPlatform/python-docs-samples#1658)

* Auto-update dependencies.

* Rollback appengine/standard/bigquery/.

* Rollback appengine/standard/iap/.

* Rollback bigtable/metricscaler.

* Rolledback appengine/flexible/datastore.

* Rollback dataproc/

* Rollback jobs/api_client

* Rollback vision/cloud-client.

* Rollback functions/ocr/app.

* Rollback iot/api-client/end_to_end_example.

* Rollback storage/cloud-client.

* Rollback kms/api-client.

* Rollback dlp/

* Rollback bigquery/cloud-client.

* Rollback iot/api-client/manager.

* Rollback appengine/flexible/cloudsql_postgresql.

* Time series tests use random unique name to avoid limits [(#1776)](GoogleCloudPlatform/python-docs-samples#1776)

* Time series tests use random unique name to avoid limits

* Lint wants another blank line here

* Use current debian image family

* Restore to old state. Work should be on different branch.

* Update snippets.py

* Added new region tag [(#1844)](GoogleCloudPlatform/python-docs-samples#1844)

* Auto-update dependencies. [(#1846)](GoogleCloudPlatform/python-docs-samples#1846)

ACK, merging.

* New snippet to delete notification channel [(#1920)](GoogleCloudPlatform/python-docs-samples#1920)

New snippet to delete notification channel

* Auto-update dependencies. [(#1980)](GoogleCloudPlatform/python-docs-samples#1980)

* Auto-update dependencies.

* Update requirements.txt

* Update requirements.txt

* monitoring/metrics: update from 5 to 20 minutes [(#2210)](GoogleCloudPlatform/python-docs-samples#2210)

* Make backup/restore file name a parameter [(#2248)](GoogleCloudPlatform/python-docs-samples#2248)

* Make backup/restore file a parameter

Previously was hard coded as 'backup.json'

* Added parameter to test function calls

* Adds split updates for Firebase ... opencensus [(#2438)](GoogleCloudPlatform/python-docs-samples#2438)

* Auto-update dependencies. [(#2005)](GoogleCloudPlatform/python-docs-samples#2005)

* Auto-update dependencies.

* Revert update of appengine/flexible/datastore.

* revert update of appengine/flexible/scipy

* revert update of bigquery/bqml

* revert update of bigquery/cloud-client

* revert update of bigquery/datalab-migration

* revert update of bigtable/quickstart

* revert update of compute/api

* revert update of container_registry/container_analysis

* revert update of dataflow/run_template

* revert update of datastore/cloud-ndb

* revert update of dialogflow/cloud-client

* revert update of dlp

* revert update of functions/imagemagick

* revert update of functions/ocr/app

* revert update of healthcare/api-client/fhir

* revert update of iam/api-client

* revert update of iot/api-client/gcs_file_to_device

* revert update of iot/api-client/mqtt_example

* revert update of language/automl

* revert update of run/image-processing

* revert update of vision/automl

* revert update testing/requirements.txt

* revert update of vision/cloud-client/detect

* revert update of vision/cloud-client/product_search

* revert update of jobs/v2/api_client

* revert update of jobs/v3/api_client

* revert update of opencensus

* revert update of translate/cloud-client

* revert update to speech/cloud-client

Co-authored-by: Kurtis Van Gent <31518063+kurtisvg@users.noreply.github.com>
Co-authored-by: Doug Mahugh <dmahugh@gmail.com>

* fix: monitoring tests [(#2995)](GoogleCloudPlatform/python-docs-samples#2995)

* fix: monitoring tests

* Add eventually consistent to flaky test

* chore(deps): update dependency google-auth to v1.11.2 [(#2724)](GoogleCloudPlatform/python-docs-samples#2724)

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

* Simplify noxfile setup. [(#2806)](GoogleCloudPlatform/python-docs-samples#2806)

* chore(deps): update dependency requests to v2.23.0

* Simplify noxfile and add version control.

* Configure appengine/standard to only test Python 2.7.

* Update Kokokro configs to match noxfile.

* Add requirements-test to each folder.

* Remove Py2 versions from everything execept appengine/standard.

* Remove conftest.py.

* Remove appengine/standard/conftest.py

* Remove 'no-sucess-flaky-report' from pytest.ini.

* Add GAE SDK back to appengine/standard tests.

* Fix typo.

* Roll pytest to python 2 version.

* Add a bunch of testing requirements.

* Remove typo.

* Add appengine lib directory back in.

* Add some additional requirements.

* Fix issue with flake8 args.

* Even more requirements.

* Readd appengine conftest.py.

* Add a few more requirements.

* Even more Appengine requirements.

* Add webtest for appengine/standard/mailgun.

* Add some additional requirements.

* Add workaround for issue with mailjet-rest.

* Add responses for appengine/standard/mailjet.

Co-authored-by: Renovate Bot <bot@renovateapp.com>

* [monitoring] fix: use retrying module in the fixture class [(#3285)](GoogleCloudPlatform/python-docs-samples#3285)

* fix: use retrying module in the fixture class

fixes #2971
fixes #2972
fixes #2973
fixes #3085

It will likely fix those issues, not guaranteed, but it's worth a try.

* [monitoring] testing: mitigate 409 conflicts [(#3311)](GoogleCloudPlatform/python-docs-samples#3311)

* [monitoring] testing: mitigate 409 conflicts

fixes #2971

* retry on ServiceUnavailable too
* reduce the number of api calls
* mark tests as flaky instead of having retries
* fix the rerun_filter implementation
* add randomness to the sleep calls
* lonter wait, better teardown
* allow both messages

* switch to regular flaky in monitoring [(#3333)](GoogleCloudPlatform/python-docs-samples#3333)

* switch to regular flaky

* minor assertion adjustment

* address nit

* Update dependency tabulate to v0.8.7 [(#3202)](GoogleCloudPlatform/python-docs-samples#3202)

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

The error is a known error that does not have to do with this dependency change

* Update dependency google-auth to v1.14.0 [(#3148)](GoogleCloudPlatform/python-docs-samples#3148)

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

* chore(deps): update dependency google-api-python-client to v1.8.0 [(#3100)](GoogleCloudPlatform/python-docs-samples#3100)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-api-python-client](https://togithub.com/google/google-api-python-client) | minor | `==1.7.11` -> `==1.8.0` |

---

### Release Notes

<details>
<summary>google/google-api-python-client</summary>

### [`v1.8.0`](https://togithub.com/google/google-api-python-client/releases/v1.8.0)

[Compare Source](https://togithub.com/google/google-api-python-client/compare/v1.7.12...v1.8.0)

Release to support API endpoint override.

  New Features

-   Add api endpoint override. ([#&#8203;829](https://togithub.com/googleapis/google-api-python-client/pull/829))

    Implementation Changes

-   Don't set http.redirect_codes if the attr doesn't exist and allow more httplib2 versions. ([#&#8203;841](https://togithub.com/googleapis/google-api-python-client/pull/841))

### [`v1.7.12`](https://togithub.com/google/google-api-python-client/releases/v1.7.12)

[Compare Source](https://togithub.com/google/google-api-python-client/compare/v1.7.11...v1.7.12)

Bugfix release

  Implementation Changes

-   Look for field 'detail' in error message. ([#&#8203;739](https://togithub.com/googleapis/google-api-python-client/pull/739))
-   Exclude 308s from httplib2 redirect codes list ([#&#8203;813](https://togithub.com/googleapis/google-api-python-client/pull/813))

    Documentation 

-   Remove oauth2client from docs ([#&#8203;738](https://togithub.com/googleapis/google-api-python-client/pull/738))
-   Fix typo. ([#&#8203;745](https://togithub.com/googleapis/google-api-python-client/pull/745))
-   Remove compatibility badges. ([#&#8203;746](https://togithub.com/googleapis/google-api-python-client/pull/746))
-   Fix TypeError: search_analytics_api_sample.py [#&#8203;732](https://togithub.com/google/google-api-python-client/issues/732) ([#&#8203;742](https://togithub.com/googleapis/google-api-python-client/pull/742))
-   Correct response access ([#&#8203;750](https://togithub.com/googleapis/google-api-python-client/pull/750))
-   Fix link to API explorer ([#&#8203;760](https://togithub.com/googleapis/google-api-python-client/pull/760))
-   Fix argument typo in oauth2 code example ([#&#8203;763](https://togithub.com/googleapis/google-api-python-client/pull/763))
-   Recommend install with virtualenv ([#&#8203;768](https://togithub.com/googleapis/google-api-python-client/pull/768))
-   Fix capitalization in docs/README.md ([#&#8203;770](https://togithub.com/googleapis/google-api-python-client/pull/770))

-   Remove compatibility badges ([#&#8203;796](https://togithub.com/googleapis/google-api-python-client/pull/796))
-   Remove mentions of pycrypto ([#&#8203;799](https://togithub.com/googleapis/google-api-python-client/pull/799))
-   Fix typo in model.py
-   Add note about Google Ads llibrary ([#&#8203;814](https://togithub.com/googleapis/google-api-python-client/pull/814))

  Internal / Testing Changes

-   Blacken ([#&#8203;772](https://togithub.com/googleapis/google-api-python-client/pull/722))
-   Move kokoro configs ([#&#8203;832](https://togithub.com/googleapis/google-api-python-client/pull/832))

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* chore(deps): update dependency google-cloud-monitoring to v0.35.0 [(#3459)](GoogleCloudPlatform/python-docs-samples#3459)

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

* [monitoring] chore: remove gcp-devrel-py-tools [(#3480)](GoogleCloudPlatform/python-docs-samples#3480)

* [monitoring] chore: remove gcp-devrel-py-tools

* fixed the infinite loop

* fix 404 error

* Update dependency google-api-python-client to v1.8.2 [(#3452)](GoogleCloudPlatform/python-docs-samples#3452)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
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### [`v1.8.2`](https://togithub.com/google/google-api-python-client/blob/master/CHANGELOG.md#&#8203;182-httpswwwgithubcomgoogleapisgoogle-api-python-clientcomparev181v182-2020-04-21)

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* testing: replace @flaky with @pytest.mark.flaky [(#3496)](GoogleCloudPlatform/python-docs-samples#3496)

* testing: replace @flaky with @pytest.mark.flaky

* lint

* mark few tests as flaky

that involves LRO polling.

* lint

* chore(deps): update dependency google-auth to v1.14.1 [(#3464)](GoogleCloudPlatform/python-docs-samples#3464)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-auth](https://togithub.com/googleapis/google-auth-library-python) | patch | `==1.14.0` -> `==1.14.1` |
| [google-auth](https://togithub.com/googleapis/google-auth-library-python) | minor | `==1.11.2` -> `==1.14.1` |

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### [`v1.14.1`](https://togithub.com/googleapis/google-auth-library-python/blob/master/CHANGELOG.md#&#8203;1141-httpswwwgithubcomgoogleapisgoogle-auth-library-pythoncomparev1140v1141-2020-04-21)

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* [monitoring] fix: use backoff for writing the value [(#3697)](GoogleCloudPlatform/python-docs-samples#3697)

* [monitoring] fix: use backoff for writing the value

fixes #3694

* use uuid

* chore(deps): update dependency google-auth to v1.14.2 [(#3724)](GoogleCloudPlatform/python-docs-samples#3724)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-auth](https://togithub.com/googleapis/google-auth-library-python) | patch | `==1.14.1` -> `==1.14.2` |

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* chore: some lint fixes [(#3748)](GoogleCloudPlatform/python-docs-samples#3748)

* chore(deps): update dependency google-auth to v1.14.3 [(#3728)](GoogleCloudPlatform/python-docs-samples#3728)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-auth](https://togithub.com/googleapis/google-auth-library-python) | patch | `==1.14.2` -> `==1.14.3` |

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<details>
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### [`v1.14.3`](https://togithub.com/googleapis/google-auth-library-python/blob/master/CHANGELOG.md#&#8203;1143-httpswwwgithubcomgoogleapisgoogle-auth-library-pythoncomparev1142v1143-2020-05-11)

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* Add request_method to create example. [(#3745)](GoogleCloudPlatform/python-docs-samples#3745)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* testing: multi project noxfile-template.py [(#3700)](GoogleCloudPlatform/python-docs-samples#3700)

* testing: prototpe for multi project noxfile.py

* correct project names

* introduce TEST_CONFIG

* modify noxfile-template, add default config

* changed how we import user config

* fix stale comments

* use different project for python 3.6 and 3.7

* fix a bug

* changed the filename

also simplified the config
stop runnint `gcloud update`
add a warning about editing noxfile.py

* add BUILD_SPECIFIC_GCLOUD_PROJECT

* use session.skip

* print debuggin

* more print debuggin

* adding cwd to sys.path

* removed debug print, display details of ImportError

* use the usual test project

* stop setting gcloud project

* simplified the noxfile-template

* [monitoring] testing: start using build specific projects [(#3771)](GoogleCloudPlatform/python-docs-samples#3771)

Also added `required_api_url` and `required_role` field in `README.rst.in`.

A part of #3310 

Note: Now the service account has permission only on the project for py36 build, so py37 build should fail.

* chore(deps): update dependency google-cloud-monitoring to v0.36.0 [(#3783)](GoogleCloudPlatform/python-docs-samples#3783)

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

* update google-auth to 1.15.0 final part [(#3819)](GoogleCloudPlatform/python-docs-samples#3819)

* update google-api-python-client to 1.8.3 final part [(#3827)](GoogleCloudPlatform/python-docs-samples#3827)

* chore(deps): update dependency google-api-python-client to v1.8.4 [(#3881)](GoogleCloudPlatform/python-docs-samples#3881)

Co-authored-by: Bu Sun Kim <8822365+busunkim96@users.noreply.github.com>
Co-authored-by: gcf-merge-on-green[bot] <60162190+gcf-merge-on-green[bot]@users.noreply.github.com>

* [monitoring] fix: use the same random value for retry [(#3900)](GoogleCloudPlatform/python-docs-samples#3900)

* [monitoring] fix: use the same random value for retry

fixes #3875

* Just reseed in `write_value()`

* revert comment

* chore(deps): update dependency google-auth to v1.16.0 [(#3903)](GoogleCloudPlatform/python-docs-samples#3903)

* chore(deps): update dependency google-api-python-client to v1.9.1 [(#3930)](GoogleCloudPlatform/python-docs-samples#3930)

* chore(deps): update dependency google-cloud-monitoring to v1 [(#3950)](GoogleCloudPlatform/python-docs-samples#3950)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-cloud-monitoring](https://togithub.com/googleapis/python-monitoring) | major | `==0.36.0` -> `==1.0.0` |

---

### Release Notes

<details>
<summary>googleapis/python-monitoring</summary>

### [`v1.0.0`](https://togithub.com/googleapis/python-monitoring/blob/master/CHANGELOG.md#&#8203;100-httpswwwgithubcomgoogleapispython-monitoringcomparev0360v100-2020-06-03)

[Compare Source](https://togithub.com/googleapis/python-monitoring/compare/v0.36.0...v1.0.0)

##### Features

-   set release_status to Production/Stable ([#&#8203;8](https://www.github.com/googleapis/python-monitoring/issues/8)) ([a99d67a](https://www.github.com/googleapis/python-monitoring/commit/a99d67a4f1399b9a74f189c6332cd85e56149fac))

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* final update for google-auth [(#3967)](GoogleCloudPlatform/python-docs-samples#3967)

* testing: start using btlr [(#3959)](GoogleCloudPlatform/python-docs-samples#3959)

* testing: start using btlr

The binary is at gs://cloud-devrel-kokoro-resources/btlr/v0.0.1/btlr

* add period after DIFF_FROM

* use array for btlr args

* fix websocket tests

* add debug message

* wait longer for the server to spin up

* dlp: bump the wait timeout to 10 minutes

* [run] copy noxfile.py to child directory to avoid gcloud issue

* [iam] fix: only display description when the key exists

* use uuid4 instead of uuid1

* [iot] testing: use the same format for registry id

* Stop asserting Out of memory not in the output

* fix missing imports

* [dns] testing: more retries with delay

* [dlp] testing: longer timeout

* use the max-concurrency flag

* use 30 workers

* [monitoring] use multiple projects

* [dlp] testing: longer timeout

* Replace GCLOUD_PROJECT with GOOGLE_CLOUD_PROJECT. [(#4022)](GoogleCloudPlatform/python-docs-samples#4022)

* Update dependency google-api-python-client to v1.9.2 [(#4038)](GoogleCloudPlatform/python-docs-samples#4038)

* Update dependency google-auth to v1.17.0 [(#4058)](GoogleCloudPlatform/python-docs-samples#4058)

* chore(deps): update dependency google-auth to v1.17.1 [(#4073)](GoogleCloudPlatform/python-docs-samples#4073)

* Update dependency google-auth to v1.17.2 [(#4083)](GoogleCloudPlatform/python-docs-samples#4083)

* Update dependency google-api-python-client to v1.9.3 [(#4057)](GoogleCloudPlatform/python-docs-samples#4057)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-api-python-client](https://togithub.com/googleapis/google-api-python-client) | patch | `==1.9.2` -> `==1.9.3` |

---

### Release Notes

<details>
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### [`v1.9.3`](https://togithub.com/googleapis/google-api-python-client/blob/master/CHANGELOG.md#&#8203;193-httpswwwgithubcomgoogleapisgoogle-api-python-clientcomparev192v193-2020-06-10)

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* Update dependency google-auth to v1.18.0 [(#4125)](GoogleCloudPlatform/python-docs-samples#4125)

* [monitoring] fix: mitigate flake [(#4153)](GoogleCloudPlatform/python-docs-samples#4153)

fixes #4150

* fix(monitoring): also retry upon DeadlineExceeded [(#4202)](GoogleCloudPlatform/python-docs-samples#4202)

fixes #4180

Co-authored-by: Bu Sun Kim <8822365+busunkim96@users.noreply.github.com>

* Create example for POST check. [(#4082)](GoogleCloudPlatform/python-docs-samples#4082)

* Add create example for POST check.

* Small fixes for POST check stuff.

* Have create example be one tag block

* Syntax fixes

* Small fixes.

* Ran black linter.

Co-authored-by: Leah E. Cole <6719667+leahecole@users.noreply.github.com>

* Update dependency google-auth-httplib2 to v0.0.4 [(#4255)](GoogleCloudPlatform/python-docs-samples#4255)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* chore(deps): pin dependencies [(#4280)](GoogleCloudPlatform/python-docs-samples#4280)

* chore(deps): pin dependencies

* specify python version for appengine standard

Co-authored-by: Leah Cole <coleleah@google.com>

* chore(deps): update dependency pytest to v5.4.3 [(#4279)](GoogleCloudPlatform/python-docs-samples#4279)

* chore(deps): update dependency pytest to v5.4.3

* specify pytest for python 2 in appengine

Co-authored-by: Leah Cole <coleleah@google.com>

* chore(deps): update dependency mock to v4 [(#4287)](GoogleCloudPlatform/python-docs-samples#4287)

* chore(deps): update dependency mock to v4

* specify mock version for appengine python 2

Co-authored-by: Leah Cole <coleleah@google.com>

* chore(deps): update dependency google-auth to v1.19.0 [(#4293)](GoogleCloudPlatform/python-docs-samples#4293)

* Update dependency flaky to v3.7.0 [(#4300)](GoogleCloudPlatform/python-docs-samples#4300)

* Update dependency google-api-python-client to v1.10.0 [(#4302)](GoogleCloudPlatform/python-docs-samples#4302)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
| [google-api-python-client](https://togithub.com/googleapis/google-api-python-client) | minor | `==1.9.3` -> `==1.10.0` |

---

### Release Notes

<details>
<summary>googleapis/google-api-python-client</summary>

### [`v1.10.0`](https://togithub.com/googleapis/google-api-python-client/blob/master/CHANGELOG.md#&#8203;1100-httpswwwgithubcomgoogleapisgoogle-api-python-clientcomparev193v1100-2020-07-15)

[Compare Source](https://togithub.com/googleapis/google-api-python-client/compare/v1.9.3...v1.10.0)

##### Features

-   allow to use 'six.moves.collections_abc.Mapping' in 'client_options.from_dict()' ([#&#8203;943](https://www.github.com/googleapis/google-api-python-client/issues/943)) ([21af37b](https://www.github.com/googleapis/google-api-python-client/commit/21af37b11ea2d6a89b3df484e1b2fa1d12849510))
-   Build universal wheels ([#&#8203;948](https://www.github.com/googleapis/google-api-python-client/issues/948)) ([3e28a1e](https://www.github.com/googleapis/google-api-python-client/commit/3e28a1e0d47f829182cd92f37475ab91fa5e4afc))
-   discovery supports retries ([#&#8203;967](https://www.github.com/googleapis/google-api-python-client/issues/967)) ([f3348f9](https://www.github.com/googleapis/google-api-python-client/commit/f3348f98bf91a88a28bf61b12b95e391cc3be1ff)), closes [#&#8203;848](https://www.github.com/googleapis/google-api-python-client/issues/848)

##### Documentation

-   consolidating and updating the Contribution Guide ([#&#8203;964](https://www.github.com/googleapis/google-api-python-client/issues/964)) ([63f97f3](https://www.github.com/googleapis/google-api-python-client/commit/63f97f37daee37a725eb05df3097b20d5d4eaaf0)), closes [#&#8203;963](https://www.github.com/googleapis/google-api-python-client/issues/963)

##### [1.9.3](https://www.github.com/googleapis/google-api-python-client/compare/v1.9.2...v1.9.3) (2020-06-10)

##### Bug Fixes

-   update GOOGLE_API_USE_MTLS values ([#&#8203;940](https://www.github.com/googleapis/google-api-python-client/issues/940)) ([19908ed](https://www.github.com/googleapis/google-api-python-client/commit/19908edcd8a3df1db41e34100acc1f15c3c99397))

##### [1.9.2](https://www.github.com/googleapis/google-api-python-client/compare/v1.9.1...v1.9.2) (2020-06-04)

##### Bug Fixes

-   bump api-core version ([#&#8203;936](https://www.github.com/googleapis/google-api-python-client/issues/936)) ([ee53b3b](https://www.github.com/googleapis/google-api-python-client/commit/ee53b3b32a050874ba4cfb491fb384f94682c824))

##### [1.9.1](https://www.github.com/googleapis/google-api-python-client/compare/v1.9.0...v1.9.1) (2020-06-02)

##### Bug Fixes

-   fix python-api-core dependency issue ([#&#8203;931](https://www.github.com/googleapis/google-api-python-client/issues/931)) ([42028ed](https://www.github.com/googleapis/google-api-python-client/commit/42028ed2b2be47f85b70eb813185264f1f573d01))

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* chore(deps): update dependency google-auth to v1.19.1 [(#4304)](GoogleCloudPlatform/python-docs-samples#4304)

* chore(deps): update dependency google-auth to v1.19.2 [(#4321)](GoogleCloudPlatform/python-docs-samples#4321)

This PR contains the following updates:

| Package | Update | Change |
|---|---|---|
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<details>
<summary>googleapis/google-auth-library-python</summary>

### [`v1.19.2`](https://togithub.com/googleapis/google-auth-library-python/blob/master/CHANGELOG.md#&#8203;1192-httpswwwgithubcomgoogleapisgoogle-auth-library-pythoncomparev1191v1192-2020-07-17)

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* Update dependency google-auth to v1.20.0 [(#4387)](GoogleCloudPlatform/python-docs-samples#4387)

* Update dependency pytest to v6 [(#4390)](GoogleCloudPlatform/python-docs-samples#4390)

* chore(deps): update dependency google-auth to v1.20.1 [(#4452)](GoogleCloudPlatform/python-docs-samples#4452)

* chore(deps): update dependency google-api-python-client to v1.10.1 [(#4557)](GoogleCloudPlatform/python-docs-samples#4557)

* chore(deps): update dependency google-api-python-client to v1.10.1

* Update requirements.txt

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* chore(deps): update dependency google-cloud-monitoring to v1.1.0 [(#4561)](GoogleCloudPlatform/python-docs-samples#4561)

* Update dependency google-auth to v1.21.0 [(#4588)](GoogleCloudPlatform/python-docs-samples#4588)

* Update dependency google-api-python-client to v1.11.0 [(#4587)](GoogleCloudPlatform/python-docs-samples#4587)

Co-authored-by: Takashi Matsuo <tmatsuo@google.com>

* chore(deps): update dependency google-auth to v1.21.1 [(#4634)](GoogleCloudPlatform/python-docs-samples#4634)

* chore(deps): update dependency google-auth to v1.21.2 [(#4684)](GoogleCloudPlatform/python-docs-samples#4684)

* fix(monitoring): retry in the test setup [(#4702)](GoogleCloudPlatform/python-docs-samples#4702)

fixes #4687
fixes #4688
fixes #4689
fixes #4690

* chore(deps): update dependency google-api-python-client to v1.12.1 [(#4674)](GoogleCloudPlatform/python-docs-samples#4674)

* chore(deps): update dependency google-auth to v1.21.3 [(#4754)](GoogleCloudPlatform/python-docs-samples#4754)

* chore(deps): update dependency google-api-python-client to v1.12.2 [(#4751)](GoogleCloudPlatform/python-docs-samples#4751)

* chore: update template

* chore: add BUILD_SPECIFIC_GCLOUD_PROJECT env var

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