公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-17 18:03 UTC

googleapis / google-cloud-python

Google Cloud Client Libraries for Python

PythonApache-2.0★ 5,385 星标⑂ 1,769 复刻始于 2014年1月在 GitHub 上查看 ↗
类型命令行工具库如何判定
#python

googleapis/google-cloud-python 的健康指数为 100 分中的 98 分，处于「卓越」区间。 其得分最高的类别是Vitality（100/100），最低的是Security（52/100）。 最近一次更新在今天。 近期的大部分工作由 5 位贡献者完成。

98
总分 / 100
卓越

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

98
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 87 经校准后在公布的指数量表上为 98（记录校准 2026-08-02）。

所有权

Google APIs组织
6,829 关注者1,141 个公开仓库始于 2016年1月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIdb-dtypes1.7.131,912,5792971 天前sqlpandas
PyPIbigquery-magics0.15.1-2342 天前—
PyPIgapic-generator1.39.03,72219022 天前—
PyPIgoogle-apps-card0.7.0-15106 天前—
PyPIgoogle-apps-chat0.10.5-3822 天前—
PyPIgoogle-apps-meet0.5.0-21106 天前—
PyPIgoogle-ads-admanager0.10.4289,075222 天前—
PyPIdjango-google-spanner5.1.0-1613 天前—

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

100卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 3,527 次提交
0/10OpenSSF Scorecard：Maintained — 无数据
所用输入
commits_last_year3,527
human_commit_share0.83
days_since_last_push0
active_weeks_last_year52

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 0 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count100
latest_release_taggoogle-cloud-visionai-v0.5.2
releases_from_tags否
days_since_latest_release2
mean_days_between_releases0

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

97卓越 · 占总体的 17%

流行度与采用

99卓越
评分方式
60/60星标 — 5,385 个星标
25/25复刻 — 1,769 个复刻
13.6/15关注者 — 283 位关注者
所用输入
forks1,769
stars5,385
watchers283
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges0
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_services—
has_pull_request_template是

生态采用（下载量）

100卓越
评分方式
80/80月度下载量 — pypi 合计每月 32,205,376 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesdb-dtypes, bigquery-magics, gapic-generator, google-apps-card, google-apps-chat, google-apps-meet, google-ads-admanager, django-google-spanner
dependents—
ecosystemspypi
total_downloads—
monthly_downloads32,205,376
unverified_packages_excluded—
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

86优秀 · 占总体的 23%

维护者韧性（巴士系数）

88优秀
评分方式
45.9/54巴士系数 — 5 位贡献者贡献了半数提交
19.5/22.5提交分布 — 头号贡献者编写了 13% 的提交
13.5/13.5贡献者广度 — 95 位贡献者
0/10OpenSSF Scorecard：Contributors — 无数据
所用输入
bus_factor5
contributors_sampled95
top_contributor_share0.132

议题与 PR 响应能力

79良好
评分方式
38.6/42议题解决 — 92% 的议题已关闭
24/30PR 接受 — 已裁定的 PR 中 9,902/12,379 已合并
4.3/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 1/3
0/15OpenSSF Scorecard：Code-Review — 无数据
所用输入
merged_prs9,902
open_issues440
closed_issues4,980
prs_merged_7d28
prs_decided_7d43
prs_merged_30d35
prs_decided_30d52
issue_closed_ratio0.919
closed_unmerged_prs2,477
first_time_authors_30d2
first_time_prs_merged_30d1
first_time_prs_decided_30d3

所有权与托管责任

80优秀
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — googleapis 有 6,829 位关注者
25/25既往记录 — 1,141 个公开仓库，账户约 10 年
所用输入
followers6,829
owner_typeOrganization
is_verified否
owner_logingoogleapis
public_repos1,141
account_age_days3,893

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 8 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 190 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagesdb-dtypes, bigquery-magics, gapic-generator, google-apps-card, google-apps-chat, google-apps-meet, google-ads-admanager, django-google-spanner
ecosystemspypi
any_deprecated否
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位？

91优秀 · 占总体的 19%

工程实践

92优秀
评分方式
24/24CI 工作流 — 18 个工作流
24/24存在测试
16/16Linter 配置 — .flake8, .pylintrc, packages/django-google-spanner/pyproject.toml ([tool.black]), packages/django-google-spanner/setup.cfg ([flake8], [isort]), tox.ini
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config是
has_precommit_config是

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.cloud.google.com/python/docs/reference
10/10仓库描述
10/10主题标签 — 1 个主题标签
0/10Wiki
所用输入
topicspython
has_wiki否
homepagehttps://docs.cloud.google.com/python/docs/reference
docs_sitehttps://docs.cloud.google.com/python/docs/reference
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

52中等 · 占总体的 16%

安全态势

40薄弱
评分方式
30/30安全策略（SECURITY.md）
0/25Dependabot 配置
0/25依赖锁定文件 — 没有依赖清单——不适用
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfiles—
manifests—
has_codeql_workflow否
has_security_policy是
has_dependabot_config否
已排除计分（无数据或不适用）：依赖锁定文件。 其余权重已重新归一化。

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages6
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:db-dtypes@1.7.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 6 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

92优秀 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — GEMINI.md
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 83 次人类提交中有 82 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share0.988
agent_instruction_filesGEMINI.md
agent_instruction_max_bytes2,278

验证循环（构建 / 测试 / 类型检查）

100卓越
评分方式
18/18一条命令的引导启动 — packages/bigquery-magics/noxfile.py, packages/db-dtypes/noxfile.py, packages/django-google-spanner/noxfile.py, packages/gapic-generator/docs/Makefile, packages/gapic-generator/noxfile.py, packages/gapic-generator/tests/integration/goldens/asset/noxfile.py, packages/gapic-generator/tests/integration/goldens/credentials/noxfile.py, packages/gapic-generator/tests/integration/goldens/eventarc/noxfile.py, packages/gapic-generator/tests/integration/goldens/logging/noxfile.py, packages/gapic-generator/tests/integration/goldens/logging_internal/noxfile.py, packages/gapic-generator/tests/integration/goldens/redis/noxfile.py, packages/gapic-generator/tests/integration/goldens/redis_selective/noxfile.py, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/noxfile.py, packages/gcp-sphinx-docfx-yaml/docs/Makefile, packages/gcp-sphinx-docfx-yaml/noxfile.py, packages/gcp-sphinx-docfx-yaml/tests/testdata/non-cloud/docs/Makefile, packages/google-ads-admanager/noxfile.py, packages/google-ads-datamanager/noxfile.py, packages/google-ads-marketingplatform-admin/noxfile.py, packages/google-ai-generativelanguage/noxfile.py, packages/google-analytics-admin/noxfile.py, packages/google-analytics-data/noxfile.py, packages/google-api-core/noxfile.py, packages/google-apps-card/noxfile.py, packages/google-apps-chat/noxfile.py, packages/google-apps-events-subscriptions/noxfile.py, packages/google-apps-meet/noxfile.py, packages/google-apps-script-type/noxfile.py, packages/google-area120-tables/noxfile.py, packages/google-auth-httplib2/noxfile.py, packages/google-auth-oauthlib/noxfile.py, packages/google-auth/noxfile.py, packages/google-auth/system_tests/noxfile.py, packages/google-backstory/noxfile.py, packages/google-cloud-access-approval/noxfile.py, packages/google-cloud-access-context-manager/noxfile.py, packages/google-cloud-advisorynotifications/noxfile.py, packages/google-cloud-agentidentity/noxfile.py, packages/google-cloud-agentidentitycredentials/noxfile.py, packages/google-cloud-agentregistry/noxfile.py, packages/google-cloud-alloydb-connectors/noxfile.py, packages/google-cloud-alloydb/noxfile.py, packages/google-cloud-api-gateway/noxfile.py, packages/google-cloud-api-keys/noxfile.py, packages/google-cloud-apigee-connect/noxfile.py, packages/google-cloud-apihub/noxfile.py, packages/google-cloud-apiregistry/noxfile.py, packages/google-cloud-appengine-admin/noxfile.py, packages/google-cloud-appengine-logging/noxfile.py, packages/google-cloud-apphub/noxfile.py, packages/google-cloud-appoptimize/noxfile.py, packages/google-cloud-apptopology/noxfile.py, packages/google-cloud-artifact-registry/noxfile.py, packages/google-cloud-asset/noxfile.py, packages/google-cloud-assured-workloads/noxfile.py, packages/google-cloud-audit-log/noxfile.py, packages/google-cloud-auditmanager/noxfile.py, packages/google-cloud-automl/noxfile.py, packages/google-cloud-backupdr/noxfile.py, packages/google-cloud-bare-metal-solution/noxfile.py, packages/google-cloud-batch/noxfile.py, packages/google-cloud-beyondcorp-appconnections/noxfile.py, packages/google-cloud-beyondcorp-appconnectors/noxfile.py, packages/google-cloud-beyondcorp-appgateways/noxfile.py, packages/google-cloud-beyondcorp-clientconnectorservices/noxfile.py, packages/google-cloud-beyondcorp-clientgateways/noxfile.py, packages/google-cloud-biglake-hive/noxfile.py, packages/google-cloud-biglake/noxfile.py, packages/google-cloud-bigquery-analyticshub/noxfile.py, packages/google-cloud-bigquery-biglake/noxfile.py, packages/google-cloud-bigquery-connection/noxfile.py, packages/google-cloud-bigquery-data-exchange/noxfile.py, packages/google-cloud-bigquery-datapolicies/noxfile.py, packages/google-cloud-bigquery-datatransfer/noxfile.py, packages/google-cloud-bigquery-logging/noxfile.py, packages/google-cloud-bigquery-migration/noxfile.py, packages/google-cloud-bigquery-reservation/noxfile.py, packages/google-cloud-bigquery-storage/noxfile.py, packages/google-cloud-bigquery-storage/samples/pyarrow/noxfile.py, packages/google-cloud-bigquery-storage/samples/quickstart/noxfile.py, packages/google-cloud-bigquery-storage/samples/snippets/noxfile.py, packages/google-cloud-bigquery-storage/samples/to_dataframe/noxfile.py, packages/google-cloud-bigquery/noxfile.py, packages/google-cloud-bigquery/samples/desktopapp/noxfile.py, packages/google-cloud-bigquery/samples/geography/noxfile.py, packages/google-cloud-bigquery/samples/magics/noxfile.py, packages/google-cloud-bigquery/samples/notebooks/noxfile.py, packages/google-cloud-bigquery/samples/snippets/noxfile.py, packages/google-cloud-bigtable/noxfile.py, packages/google-cloud-bigtable/samples/data_client_async/snippets/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/beam/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/hello/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/hello_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/instanceadmin/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/metricscaler/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/deletes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/filters/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/reads/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/writes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/tableadmin/noxfile.py, packages/google-cloud-billing-budgets/noxfile.py, packages/google-cloud-billing/noxfile.py, packages/google-cloud-binary-authorization/noxfile.py, packages/google-cloud-build/noxfile.py, packages/google-cloud-capacityplanner/noxfile.py, packages/google-cloud-certificate-manager/noxfile.py, packages/google-cloud-ces/noxfile.py, packages/google-cloud-channel/noxfile.py, packages/google-cloud-chronicle/noxfile.py, packages/google-cloud-cloudcontrolspartner/noxfile.py, packages/google-cloud-cloudsecuritycompliance/noxfile.py, packages/google-cloud-commerce-consumer-procurement/noxfile.py, packages/google-cloud-commerceproducer/noxfile.py, packages/google-cloud-common/noxfile.py, packages/google-cloud-compute-v1beta/noxfile.py, packages/google-cloud-compute/noxfile.py, packages/google-cloud-confidentialcomputing/noxfile.py, packages/google-cloud-config/noxfile.py, packages/google-cloud-configdelivery/noxfile.py, packages/google-cloud-contact-center-insights/noxfile.py, packages/google-cloud-container/noxfile.py, packages/google-cloud-containeranalysis/noxfile.py, packages/google-cloud-contentwarehouse/noxfile.py, packages/google-cloud-core/noxfile.py, packages/google-cloud-data-fusion/noxfile.py, packages/google-cloud-data-qna/noxfile.py, packages/google-cloud-databasecenter/noxfile.py, packages/google-cloud-datacatalog-lineage-configmanagement/noxfile.py, packages/google-cloud-datacatalog-lineage/noxfile.py, packages/google-cloud-datacatalog/noxfile.py, packages/google-cloud-dataflow-client/noxfile.py, packages/google-cloud-dataform/noxfile.py, packages/google-cloud-datalabeling/noxfile.py, packages/google-cloud-dataplex/noxfile.py, packages/google-cloud-dataproc-metastore/noxfile.py, packages/google-cloud-dataproc/noxfile.py, packages/google-cloud-datastore/noxfile.py, packages/google-cloud-datastream/noxfile.py, packages/google-cloud-deploy/noxfile.py, packages/google-cloud-developerconnect/noxfile.py, packages/google-cloud-devicestreaming/noxfile.py, packages/google-cloud-dialogflow-cx/noxfile.py, packages/google-cloud-dialogflow/noxfile.py, packages/google-cloud-discoveryengine/noxfile.py, packages/google-cloud-dlp/noxfile.py, packages/google-cloud-dms/noxfile.py, packages/google-cloud-dns/noxfile.py, packages/google-cloud-documentai-toolbox/noxfile.py, packages/google-cloud-documentai/noxfile.py, packages/google-cloud-domains/noxfile.py, packages/google-cloud-edgecontainer/noxfile.py, packages/google-cloud-edgenetwork/noxfile.py, packages/google-cloud-enterpriseknowledgegraph/noxfile.py, packages/google-cloud-error-reporting/noxfile.py, packages/google-cloud-essential-contacts/noxfile.py, packages/google-cloud-eventarc-publishing/noxfile.py, packages/google-cloud-eventarc/noxfile.py, packages/google-cloud-filestore/noxfile.py, packages/google-cloud-financialservices/noxfile.py, packages/google-cloud-firestore/noxfile.py, packages/google-cloud-ftp/noxfile.py, packages/google-cloud-functions/noxfile.py, packages/google-cloud-gdchardwaremanagement/noxfile.py, packages/google-cloud-geminidataanalytics/noxfile.py, packages/google-cloud-gke-backup/noxfile.py, packages/google-cloud-gke-connect-gateway/noxfile.py, packages/google-cloud-gke-hub/noxfile.py, packages/google-cloud-gke-multicloud/noxfile.py, packages/google-cloud-gkerecommender/noxfile.py, packages/google-cloud-gsuiteaddons/noxfile.py, packages/google-cloud-hypercomputecluster/noxfile.py, packages/google-cloud-iam-logging/noxfile.py, packages/google-cloud-iam/noxfile.py, packages/google-cloud-iamconnectorcredentials/noxfile.py, packages/google-cloud-iap/noxfile.py, packages/google-cloud-ids/noxfile.py, packages/google-cloud-kms-inventory/noxfile.py, packages/google-cloud-kms/noxfile.py, packages/google-cloud-language/noxfile.py, packages/google-cloud-licensemanager/noxfile.py, packages/google-cloud-life-sciences/noxfile.py, packages/google-cloud-locationfinder/noxfile.py, packages/google-cloud-logging/noxfile.py, packages/google-cloud-lustre/noxfile.py, packages/google-cloud-maintenance-api/noxfile.py, packages/google-cloud-managed-identities/noxfile.py, packages/google-cloud-managedkafka-schemaregistry/noxfile.py, packages/google-cloud-managedkafka/noxfile.py, packages/google-cloud-media-translation/noxfile.py, packages/google-cloud-memcache/noxfile.py, packages/google-cloud-memorystore/noxfile.py, packages/google-cloud-migrationcenter/noxfile.py, packages/google-cloud-modelarmor/noxfile.py, packages/google-cloud-monitoring-dashboards/noxfile.py, packages/google-cloud-monitoring-metrics-scopes/noxfile.py, packages/google-cloud-monitoring/noxfile.py, packages/google-cloud-ndb/docs/Makefile, packages/google-cloud-ndb/noxfile.py, packages/google-cloud-netapp/noxfile.py, packages/google-cloud-network-connectivity/noxfile.py, packages/google-cloud-network-management/noxfile.py, packages/google-cloud-network-security/noxfile.py, packages/google-cloud-network-services/noxfile.py, packages/google-cloud-notebooks/noxfile.py, packages/google-cloud-optimization/noxfile.py, packages/google-cloud-oracledatabase/noxfile.py, packages/google-cloud-orchestration-airflow/noxfile.py, packages/google-cloud-org-policy/noxfile.py, packages/google-cloud-os-config/noxfile.py, packages/google-cloud-os-login/noxfile.py, packages/google-cloud-parallelstore/noxfile.py, packages/google-cloud-parametermanager/noxfile.py, packages/google-cloud-phishing-protection/noxfile.py, packages/google-cloud-policy-troubleshooter/noxfile.py, packages/google-cloud-policysimulator/noxfile.py, packages/google-cloud-policytroubleshooter-iam/noxfile.py, packages/google-cloud-private-ca/noxfile.py, packages/google-cloud-private-catalog/noxfile.py, packages/google-cloud-privilegedaccessmanager/noxfile.py, packages/google-cloud-productregistry/noxfile.py, packages/google-cloud-pubsub/noxfile.py, packages/google-cloud-quotas/noxfile.py, packages/google-cloud-rapidmigrationassessment/noxfile.py
22/22自动化测试
11/11Lint / 格式化配置 — .flake8, .pylintrc, packages/django-google-spanner/pyproject.toml ([tool.black]), packages/django-google-spanner/setup.cfg ([flake8], [isort]), tox.ini
11/11静态类型检查 — mypy.ini, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset_v1/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials_v1/py.typed, packages/gapic-generator/tests/integration/goldens/eventarc/google/cloud/eventarc_v1/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/redis/google/cloud/redis/py.typed, packages/gapic-generator/tests/integration/goldens/redis/google/cloud/redis_v1/py.typed, packages/gapic-generator/tests/integration/goldens/redis_selective/google/cloud/redis/py.typed, packages/gapic-generator/tests/integration/goldens/redis_selective/google/cloud/redis_v1/py.typed, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/google/cloud/storagebatchoperations/py.typed, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/google/cloud/storagebatchoperations_v1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech_v1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech_v1beta1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/pubsub/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/pubsub_v1/py.typed, packages/google-ads-admanager/google/ads/admanager/py.typed, packages/google-ads-admanager/google/ads/admanager_v1/py.typed, packages/google-ads-datamanager/google/ads/datamanager/py.typed, packages/google-ads-datamanager/google/ads/datamanager_v1/py.typed, packages/google-ads-marketingplatform-admin/google/ads/marketingplatform_admin/py.typed, packages/google-ads-marketingplatform-admin/google/ads/marketingplatform_admin_v1alpha/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1alpha/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta2/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta3/py.typed, packages/google-analytics-admin/google/analytics/admin/py.typed, packages/google-analytics-admin/google/analytics/admin_v1alpha/py.typed, packages/google-analytics-admin/google/analytics/admin_v1beta/py.typed, packages/google-analytics-data/google/analytics/data/py.typed, packages/google-analytics-data/google/analytics/data_v1alpha/py.typed, packages/google-analytics-data/google/analytics/data_v1beta/py.typed, packages/google-api-core/google/api_core/py.typed, packages/google-apps-card/google/apps/card/py.typed, packages/google-apps-card/google/apps/card_v1/py.typed, packages/google-apps-chat/google/apps/chat/py.typed, packages/google-apps-chat/google/apps/chat_v1/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions_v1/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions_v1beta/py.typed, packages/google-apps-meet/google/apps/meet/py.typed, packages/google-apps-meet/google/apps/meet_v2/py.typed, packages/google-apps-meet/google/apps/meet_v2beta/py.typed, packages/google-apps-script-type/google/apps/script/type/calendar/py.typed, packages/google-apps-script-type/google/apps/script/type/docs/py.typed, packages/google-apps-script-type/google/apps/script/type/drive/py.typed, packages/google-apps-script-type/google/apps/script/type/gmail/py.typed, packages/google-apps-script-type/google/apps/script/type/py.typed, packages/google-apps-script-type/google/apps/script/type/sheets/py.typed, packages/google-apps-script-type/google/apps/script/type/slides/py.typed, packages/google-area120-tables/google/area120/tables/py.typed, packages/google-area120-tables/google/area120/tables_v1alpha1/py.typed, packages/google-auth/google/auth/py.typed, packages/google-auth/google/oauth2/py.typed, packages/google-backstory/google/backstory/py.typed, packages/google-cloud-access-approval/google/cloud/accessapproval/py.typed, packages/google-cloud-access-approval/google/cloud/accessapproval_v1/py.typed, packages/google-cloud-advisorynotifications/google/cloud/advisorynotifications/py.typed, packages/google-cloud-advisorynotifications/google/cloud/advisorynotifications_v1/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity_v1/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity_v1beta/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials_v1/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials_v1beta/py.typed, packages/google-cloud-agentregistry/google/cloud/agentregistry/py.typed, packages/google-cloud-agentregistry/google/cloud/agentregistry_v1/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1alpha/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1beta/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1alpha/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1beta/py.typed, packages/google-cloud-api-gateway/google/cloud/apigateway/py.typed, packages/google-cloud-api-gateway/google/cloud/apigateway_v1/py.typed, packages/google-cloud-api-keys/google/cloud/api_keys/py.typed, packages/google-cloud-api-keys/google/cloud/api_keys_v2/py.typed, packages/google-cloud-apigee-connect/google/cloud/apigeeconnect/py.typed, packages/google-cloud-apigee-connect/google/cloud/apigeeconnect_v1/py.typed, packages/google-cloud-apihub/google/cloud/apihub/py.typed, packages/google-cloud-apihub/google/cloud/apihub_v1/py.typed, packages/google-cloud-apiregistry/google/cloud/apiregistry/py.typed, packages/google-cloud-apiregistry/google/cloud/apiregistry_v1beta/py.typed, packages/google-cloud-appengine-admin/google/cloud/appengine_admin/py.typed, packages/google-cloud-appengine-admin/google/cloud/appengine_admin_v1/py.typed, packages/google-cloud-appengine-logging/google/cloud/appengine_logging/py.typed, packages/google-cloud-appengine-logging/google/cloud/appengine_logging_v1/py.typed, packages/google-cloud-apphub/google/cloud/apphub/py.typed, packages/google-cloud-apphub/google/cloud/apphub_v1/py.typed, packages/google-cloud-appoptimize/google/cloud/appoptimize/py.typed, packages/google-cloud-appoptimize/google/cloud/appoptimize_v1beta/py.typed, packages/google-cloud-apptopology/google/cloud/apptopology/py.typed, packages/google-cloud-apptopology/google/cloud/apptopology_v1/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry_v1/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry_v1beta2/py.typed, packages/google-cloud-asset/google/cloud/asset/py.typed, packages/google-cloud-asset/google/cloud/asset_v1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p1beta1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p2beta1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p5beta1/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads_v1/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads_v1beta1/py.typed, packages/google-cloud-auditmanager/google/cloud/auditmanager/py.typed, packages/google-cloud-auditmanager/google/cloud/auditmanager_v1/py.typed, packages/google-cloud-automl/google/cloud/automl/py.typed, packages/google-cloud-automl/google/cloud/automl_v1/py.typed, packages/google-cloud-automl/google/cloud/automl_v1beta1/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr_v1/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr_v1beta/py.typed, packages/google-cloud-bare-metal-solution/google/cloud/bare_metal_solution/py.typed, packages/google-cloud-bare-metal-solution/google/cloud/bare_metal_solution_v2/py.typed, packages/google-cloud-batch/google/cloud/batch/py.typed, packages/google-cloud-batch/google/cloud/batch_v1/py.typed, packages/google-cloud-batch/google/cloud/batch_v1alpha/py.typed, packages/google-cloud-beyondcorp-appconnections/google/cloud/beyondcorp_appconnections/py.typed, packages/google-cloud-beyondcorp-appconnections/google/cloud/beyondcorp_appconnections_v1/py.typed, packages/google-cloud-beyondcorp-appconnectors/google/cloud/beyondcorp_appconnectors/py.typed, packages/google-cloud-beyondcorp-appconnectors/google/cloud/beyondcorp_appconnectors_v1/py.typed, packages/google-cloud-beyondcorp-appgateways/google/cloud/beyondcorp_appgateways/py.typed, packages/google-cloud-beyondcorp-appgateways/google/cloud/beyondcorp_appgateways_v1/py.typed, packages/google-cloud-beyondcorp-clientconnectorservices/google/cloud/beyondcorp_clientconnectorservices/py.typed, packages/google-cloud-beyondcorp-clientconnectorservices/google/cloud/beyondcorp_clientconnectorservices_v1/py.typed, packages/google-cloud-beyondcorp-clientgateways/google/cloud/beyondcorp_clientgateways/py.typed, packages/google-cloud-beyondcorp-clientgateways/google/cloud/beyondcorp_clientgateways_v1/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive_v1/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive_v1beta/py.typed, packages/google-cloud-biglake/google/cloud/biglake/py.typed, packages/google-cloud-biglake/google/cloud/biglake_v1/py.typed, packages/google-cloud-bigquery-analyticshub/google/cloud/bigquery_analyticshub/py.typed, packages/google-cloud-bigquery-analyticshub/google/cloud/bigquery_analyticshub_v1/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake_v1/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake_v1alpha1/py.typed, packages/google-cloud-bigquery-connection/google/cloud/bigquery_connection/py.typed, packages/google-cloud-bigquery-connection/google/cloud/bigquery_connection_v1/py.typed, packages/google-cloud-bigquery-data-exchange/google/cloud/bigquery_data_exchange/py.typed, packages/google-cloud-bigquery-data-exchange/google/cloud/bigquery_data_exchange_v1beta1/py.typed, packages/google-cloud-bigquery-datapolicies/google/cloud/bigquery_datapolicies/py.typed, packages/google-cloud-bigquery-datapolicies/google/cloud/bigquery_datapolicies_v1/py.typed, packages/google-cloud-bigquery-datapolicies/google/cloud/bigquery_datapolicies_v1beta1/py.typed, packages/google-cloud-bigquery-datapolicies/google/cloud/bigquery_datapolicies_v2/py.typed, packages/google-cloud-bigquery-datapolicies/google/cloud/bigquery_datapolicies_v2beta1/py.typed, packages/google-cloud-bigquery-datatransfer/google/cloud/bigquery_datatransfer/py.typed, packages/google-cloud-bigquery-datatransfer/google/cloud/bigquery_datatransfer_v1/py.typed, packages/google-cloud-bigquery-logging/google/cloud/bigquery_logging/py.typed, packages/google-cloud-bigquery-logging/google/cloud/bigquery_logging_v1/py.typed, packages/google-cloud-bigquery-migration/google/cloud/bigquery_migration/py.typed, packages/google-cloud-bigquery-migration/google/cloud/bigquery_migration_v2/py.typed, packages/google-cloud-bigquery-migration/google/cloud/bigquery_migration_v2alpha/py.typed, packages/google-cloud-bigquery-reservation/google/cloud/bigquery_reservation/py.typed, packages/google-cloud-bigquery-reservation/google/cloud/bigquery_reservation_v1/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1alpha/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1beta/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1beta2/py.typed, packages/google-cloud-bigquery/google/cloud/bigquery/py.typed, packages/google-cloud-bigquery/samples/desktopapp/mypy.ini, packages/google-cloud-bigquery/samples/geography/mypy.ini, packages/google-cloud-bigquery/samples/magics/mypy.ini, packages/google-cloud-bigquery/samples/mypy.ini, packages/google-cloud-bigquery/samples/notebooks/mypy.ini, packages/google-cloud-bigquery/samples/snippets/mypy.ini, packages/google-cloud-bigtable/google/cloud/bigtable/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_admin/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_admin_v2/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_v2/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets_v1/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets_v1beta1/py.typed, packages/google-cloud-billing/google/cloud/billing/py.typed, packages/google-cloud-billing/google/cloud/billing_v1/py.typed, packages/google-cloud-binary-authorization/google/cloud/binaryauthorization/py.typed, packages/google-cloud-binary-authorization/google/cloud/binaryauthorization_v1/py.typed, packages/google-cloud-binary-authorization/google/cloud/binaryauthorization_v1beta1/py.typed, packages/google-cloud-build/google/cloud/devtools/cloudbuild/py.typed, packages/google-cloud-build/google/cloud/devtools/cloudbuild_v1/py.typed, packages/google-cloud-build/google/cloud/devtools/cloudbuild_v2/py.typed, packages/google-cloud-capacityplanner/google/cloud/capacityplanner/py.typed, packages/google-cloud-capacityplanner/google/cloud/capacityplanner_v1beta/py.typed, packages/google-cloud-certificate-manager/google/cloud/certificate_manager/py.typed, packages/google-cloud-certificate-manager/google/cloud/certificate_manager_v1/py.typed, packages/google-cloud-ces/google/cloud/ces/py.typed, packages/google-cloud-ces/google/cloud/ces_v1/py.typed, packages/google-cloud-ces/google/cloud/ces_v1beta/py.typed, packages/google-cloud-channel/google/cloud/channel/py.typed, packages/google-cloud-channel/google/cloud/channel_v1/py.typed, packages/google-cloud-chronicle/google/cloud/chronicle/py.typed, packages/google-cloud-chronicle/google/cloud/chronicle_v1/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner_v1/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner_v1beta/py.typed, packages/google-cloud-cloudsecuritycompliance/google/cloud/cloudsecuritycompliance/py.typed, packages/google-cloud-cloudsecuritycompliance/google/cloud/cloudsecuritycompliance_v1/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement_v1/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement_v1alpha1/py.typed, packages/google-cloud-commerceproducer/google/cloud/commerceproducer/py.typed, packages/google-cloud-commerceproducer/google/cloud/commerceproducer_v1beta/py.typed, packages/google-cloud-common/google/cloud/common/py.typed, packages/google-cloud-compute-v1beta/google/cloud/compute/py.typed, packages/google-cloud-compute-v1beta/google/cloud/compute_v1beta/py.typed, packages/google-cloud-compute/google/cloud/compute/py.typed, packages/google-cloud-compute/google/cloud/compute_v1/py.typed, packages/google-cloud-confidentialcomputing/google/cloud/confidentialcomputing/py.typed, packages/google-cloud-confidentialcomputing/google/cloud/confidentialcomputing_v1/py.typed, packages/google-cloud-config/google/cloud/config/py.typed, packages/google-cloud-config/google/cloud/config_v1/py.typed, packages/google-cloud-configdelivery/google/cloud/configdelivery/py.typed, packages/google-cloud-configdelivery/google/cloud/configdelivery_v1/py.typed, packages/google-cloud-configdelivery/google/cloud/configdelivery_v1alpha/py.typed, packages/google-cloud-configdelivery/google/cloud/configdelivery_v1beta/py.typed, packages/google-cloud-contact-center-insights/google/cloud/contact_center_insights/py.typed, packages/google-cloud-contact-center-insights/google/cloud/contact_center_insights_v1/py.typed, packages/google-cloud-container/google/cloud/container/py.typed, packages/google-cloud-container/google/cloud/container_v1/py.typed, packages/google-cloud-container/google/cloud/container_v1beta1/py.typed, packages/google-cloud-containeranalysis/google/cloud/devtools/containeranalysis/py.typed, packages/google-cloud-containeranalysis/google/cloud/devtools/containeranalysis_v1/py.typed, packages/google-cloud-contentwarehouse/google/cloud/contentwarehouse/py.typed, packages/google-cloud-contentwarehouse/google/cloud/contentwarehouse_v1/py.typed, packages/google-cloud-core/google/cloud/_helpers/py.typed, 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10/10可复现环境 — Dockerfile
10/10已体现的代理实践 — 最近 100 次提交中有 6 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 8 次为自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — 无数据
所用输入
has_nix否
has_tests是
lockfiles—
has_dockerfile是
typed_language否
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packages/google-cloud-bigtable/samples/legacy_client/hello_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/instanceadmin/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/metricscaler/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/deletes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/filters/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/reads/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/writes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/tableadmin/noxfile.py, packages/google-cloud-billing-budgets/noxfile.py, packages/google-cloud-billing/noxfile.py, packages/google-cloud-binary-authorization/noxfile.py, packages/google-cloud-build/noxfile.py, packages/google-cloud-capacityplanner/noxfile.py, packages/google-cloud-certificate-manager/noxfile.py, packages/google-cloud-ces/noxfile.py, packages/google-cloud-channel/noxfile.py, packages/google-cloud-chronicle/noxfile.py, packages/google-cloud-cloudcontrolspartner/noxfile.py, packages/google-cloud-cloudsecuritycompliance/noxfile.py, packages/google-cloud-commerce-consumer-procurement/noxfile.py, packages/google-cloud-commerceproducer/noxfile.py, packages/google-cloud-common/noxfile.py, packages/google-cloud-compute-v1beta/noxfile.py, packages/google-cloud-compute/noxfile.py, packages/google-cloud-confidentialcomputing/noxfile.py, packages/google-cloud-config/noxfile.py, packages/google-cloud-configdelivery/noxfile.py, packages/google-cloud-contact-center-insights/noxfile.py, packages/google-cloud-container/noxfile.py, packages/google-cloud-containeranalysis/noxfile.py, packages/google-cloud-contentwarehouse/noxfile.py, packages/google-cloud-core/noxfile.py, 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packages/google-cloud-dms/noxfile.py, packages/google-cloud-dns/noxfile.py, packages/google-cloud-documentai-toolbox/noxfile.py, packages/google-cloud-documentai/noxfile.py, packages/google-cloud-domains/noxfile.py, packages/google-cloud-edgecontainer/noxfile.py, packages/google-cloud-edgenetwork/noxfile.py, packages/google-cloud-enterpriseknowledgegraph/noxfile.py, packages/google-cloud-error-reporting/noxfile.py, packages/google-cloud-essential-contacts/noxfile.py, packages/google-cloud-eventarc-publishing/noxfile.py, packages/google-cloud-eventarc/noxfile.py, packages/google-cloud-filestore/noxfile.py, packages/google-cloud-financialservices/noxfile.py, packages/google-cloud-firestore/noxfile.py, packages/google-cloud-ftp/noxfile.py, packages/google-cloud-functions/noxfile.py, packages/google-cloud-gdchardwaremanagement/noxfile.py, packages/google-cloud-geminidataanalytics/noxfile.py, packages/google-cloud-gke-backup/noxfile.py, packages/google-cloud-gke-connect-gateway/noxfile.py, packages/google-cloud-gke-hub/noxfile.py, packages/google-cloud-gke-multicloud/noxfile.py, packages/google-cloud-gkerecommender/noxfile.py, packages/google-cloud-gsuiteaddons/noxfile.py, packages/google-cloud-hypercomputecluster/noxfile.py, packages/google-cloud-iam-logging/noxfile.py, packages/google-cloud-iam/noxfile.py, packages/google-cloud-iamconnectorcredentials/noxfile.py, packages/google-cloud-iap/noxfile.py, packages/google-cloud-ids/noxfile.py, packages/google-cloud-kms-inventory/noxfile.py, packages/google-cloud-kms/noxfile.py, packages/google-cloud-language/noxfile.py, packages/google-cloud-licensemanager/noxfile.py, packages/google-cloud-life-sciences/noxfile.py, packages/google-cloud-locationfinder/noxfile.py, packages/google-cloud-logging/noxfile.py, packages/google-cloud-lustre/noxfile.py, packages/google-cloud-maintenance-api/noxfile.py, packages/google-cloud-managed-identities/noxfile.py, packages/google-cloud-managedkafka-schemaregistry/noxfile.py, packages/google-cloud-managedkafka/noxfile.py, packages/google-cloud-media-translation/noxfile.py, packages/google-cloud-memcache/noxfile.py, packages/google-cloud-memorystore/noxfile.py, packages/google-cloud-migrationcenter/noxfile.py, packages/google-cloud-modelarmor/noxfile.py, packages/google-cloud-monitoring-dashboards/noxfile.py, packages/google-cloud-monitoring-metrics-scopes/noxfile.py, packages/google-cloud-monitoring/noxfile.py, packages/google-cloud-ndb/docs/Makefile, packages/google-cloud-ndb/noxfile.py, packages/google-cloud-netapp/noxfile.py, packages/google-cloud-network-connectivity/noxfile.py, packages/google-cloud-network-management/noxfile.py, packages/google-cloud-network-security/noxfile.py, packages/google-cloud-network-services/noxfile.py, packages/google-cloud-notebooks/noxfile.py, packages/google-cloud-optimization/noxfile.py, packages/google-cloud-oracledatabase/noxfile.py, packages/google-cloud-orchestration-airflow/noxfile.py, packages/google-cloud-org-policy/noxfile.py, packages/google-cloud-os-config/noxfile.py, packages/google-cloud-os-login/noxfile.py, packages/google-cloud-parallelstore/noxfile.py, packages/google-cloud-parametermanager/noxfile.py, packages/google-cloud-phishing-protection/noxfile.py, packages/google-cloud-policy-troubleshooter/noxfile.py, packages/google-cloud-policysimulator/noxfile.py, packages/google-cloud-policytroubleshooter-iam/noxfile.py, packages/google-cloud-private-ca/noxfile.py, packages/google-cloud-private-catalog/noxfile.py, packages/google-cloud-privilegedaccessmanager/noxfile.py, packages/google-cloud-productregistry/noxfile.py, packages/google-cloud-pubsub/noxfile.py, packages/google-cloud-quotas/noxfile.py, packages/google-cloud-rapidmigrationassessment/noxfile.py
has_devcontainer否
has_linter_config是
typecheck_configsmypy.ini, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset_v1/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials_v1/py.typed, packages/gapic-generator/tests/integration/goldens/eventarc/google/cloud/eventarc_v1/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/redis/google/cloud/redis/py.typed, 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agent_commit_share0.06
toolchain_manifests—
dependency_bot_commit_share0.08

面向模型的代码可读性

77良好
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（mypy.ini, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset_v1/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials_v1/py.typed, packages/gapic-generator/tests/integration/goldens/eventarc/google/cloud/eventarc_v1/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging_internal/google/cloud/logging_v2/py.typed, packages/gapic-generator/tests/integration/goldens/redis/google/cloud/redis/py.typed, packages/gapic-generator/tests/integration/goldens/redis/google/cloud/redis_v1/py.typed, packages/gapic-generator/tests/integration/goldens/redis_selective/google/cloud/redis/py.typed, packages/gapic-generator/tests/integration/goldens/redis_selective/google/cloud/redis_v1/py.typed, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/google/cloud/storagebatchoperations/py.typed, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/google/cloud/storagebatchoperations_v1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech_v1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-auto/google/cloud/texttospeech_v1beta1/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/pubsub/py.typed, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/pubsub_v1/py.typed, packages/google-ads-admanager/google/ads/admanager/py.typed, packages/google-ads-admanager/google/ads/admanager_v1/py.typed, packages/google-ads-datamanager/google/ads/datamanager/py.typed, packages/google-ads-datamanager/google/ads/datamanager_v1/py.typed, packages/google-ads-marketingplatform-admin/google/ads/marketingplatform_admin/py.typed, packages/google-ads-marketingplatform-admin/google/ads/marketingplatform_admin_v1alpha/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1alpha/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta2/py.typed, packages/google-ai-generativelanguage/google/ai/generativelanguage_v1beta3/py.typed, packages/google-analytics-admin/google/analytics/admin/py.typed, packages/google-analytics-admin/google/analytics/admin_v1alpha/py.typed, packages/google-analytics-admin/google/analytics/admin_v1beta/py.typed, packages/google-analytics-data/google/analytics/data/py.typed, packages/google-analytics-data/google/analytics/data_v1alpha/py.typed, packages/google-analytics-data/google/analytics/data_v1beta/py.typed, packages/google-api-core/google/api_core/py.typed, packages/google-apps-card/google/apps/card/py.typed, packages/google-apps-card/google/apps/card_v1/py.typed, packages/google-apps-chat/google/apps/chat/py.typed, packages/google-apps-chat/google/apps/chat_v1/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions_v1/py.typed, packages/google-apps-events-subscriptions/google/apps/events_subscriptions_v1beta/py.typed, packages/google-apps-meet/google/apps/meet/py.typed, packages/google-apps-meet/google/apps/meet_v2/py.typed, packages/google-apps-meet/google/apps/meet_v2beta/py.typed, packages/google-apps-script-type/google/apps/script/type/calendar/py.typed, packages/google-apps-script-type/google/apps/script/type/docs/py.typed, packages/google-apps-script-type/google/apps/script/type/drive/py.typed, packages/google-apps-script-type/google/apps/script/type/gmail/py.typed, packages/google-apps-script-type/google/apps/script/type/py.typed, packages/google-apps-script-type/google/apps/script/type/sheets/py.typed, packages/google-apps-script-type/google/apps/script/type/slides/py.typed, packages/google-area120-tables/google/area120/tables/py.typed, packages/google-area120-tables/google/area120/tables_v1alpha1/py.typed, packages/google-auth/google/auth/py.typed, packages/google-auth/google/oauth2/py.typed, packages/google-backstory/google/backstory/py.typed, packages/google-cloud-access-approval/google/cloud/accessapproval/py.typed, packages/google-cloud-access-approval/google/cloud/accessapproval_v1/py.typed, packages/google-cloud-advisorynotifications/google/cloud/advisorynotifications/py.typed, packages/google-cloud-advisorynotifications/google/cloud/advisorynotifications_v1/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity_v1/py.typed, packages/google-cloud-agentidentity/google/cloud/agentidentity_v1beta/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials_v1/py.typed, packages/google-cloud-agentidentitycredentials/google/cloud/agentidentitycredentials_v1beta/py.typed, packages/google-cloud-agentregistry/google/cloud/agentregistry/py.typed, packages/google-cloud-agentregistry/google/cloud/agentregistry_v1/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1alpha/py.typed, packages/google-cloud-alloydb-connectors/google/cloud/alloydb/connectors_v1beta/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1alpha/py.typed, packages/google-cloud-alloydb/google/cloud/alloydb_v1beta/py.typed, packages/google-cloud-api-gateway/google/cloud/apigateway/py.typed, packages/google-cloud-api-gateway/google/cloud/apigateway_v1/py.typed, packages/google-cloud-api-keys/google/cloud/api_keys/py.typed, packages/google-cloud-api-keys/google/cloud/api_keys_v2/py.typed, packages/google-cloud-apigee-connect/google/cloud/apigeeconnect/py.typed, packages/google-cloud-apigee-connect/google/cloud/apigeeconnect_v1/py.typed, packages/google-cloud-apihub/google/cloud/apihub/py.typed, packages/google-cloud-apihub/google/cloud/apihub_v1/py.typed, packages/google-cloud-apiregistry/google/cloud/apiregistry/py.typed, packages/google-cloud-apiregistry/google/cloud/apiregistry_v1beta/py.typed, packages/google-cloud-appengine-admin/google/cloud/appengine_admin/py.typed, packages/google-cloud-appengine-admin/google/cloud/appengine_admin_v1/py.typed, packages/google-cloud-appengine-logging/google/cloud/appengine_logging/py.typed, packages/google-cloud-appengine-logging/google/cloud/appengine_logging_v1/py.typed, packages/google-cloud-apphub/google/cloud/apphub/py.typed, packages/google-cloud-apphub/google/cloud/apphub_v1/py.typed, packages/google-cloud-appoptimize/google/cloud/appoptimize/py.typed, packages/google-cloud-appoptimize/google/cloud/appoptimize_v1beta/py.typed, packages/google-cloud-apptopology/google/cloud/apptopology/py.typed, packages/google-cloud-apptopology/google/cloud/apptopology_v1/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry_v1/py.typed, packages/google-cloud-artifact-registry/google/cloud/artifactregistry_v1beta2/py.typed, packages/google-cloud-asset/google/cloud/asset/py.typed, packages/google-cloud-asset/google/cloud/asset_v1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p1beta1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p2beta1/py.typed, packages/google-cloud-asset/google/cloud/asset_v1p5beta1/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads_v1/py.typed, packages/google-cloud-assured-workloads/google/cloud/assuredworkloads_v1beta1/py.typed, packages/google-cloud-auditmanager/google/cloud/auditmanager/py.typed, packages/google-cloud-auditmanager/google/cloud/auditmanager_v1/py.typed, packages/google-cloud-automl/google/cloud/automl/py.typed, packages/google-cloud-automl/google/cloud/automl_v1/py.typed, packages/google-cloud-automl/google/cloud/automl_v1beta1/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr_v1/py.typed, packages/google-cloud-backupdr/google/cloud/backupdr_v1beta/py.typed, packages/google-cloud-bare-metal-solution/google/cloud/bare_metal_solution/py.typed, packages/google-cloud-bare-metal-solution/google/cloud/bare_metal_solution_v2/py.typed, packages/google-cloud-batch/google/cloud/batch/py.typed, packages/google-cloud-batch/google/cloud/batch_v1/py.typed, packages/google-cloud-batch/google/cloud/batch_v1alpha/py.typed, packages/google-cloud-beyondcorp-appconnections/google/cloud/beyondcorp_appconnections/py.typed, packages/google-cloud-beyondcorp-appconnections/google/cloud/beyondcorp_appconnections_v1/py.typed, packages/google-cloud-beyondcorp-appconnectors/google/cloud/beyondcorp_appconnectors/py.typed, packages/google-cloud-beyondcorp-appconnectors/google/cloud/beyondcorp_appconnectors_v1/py.typed, packages/google-cloud-beyondcorp-appgateways/google/cloud/beyondcorp_appgateways/py.typed, packages/google-cloud-beyondcorp-appgateways/google/cloud/beyondcorp_appgateways_v1/py.typed, packages/google-cloud-beyondcorp-clientconnectorservices/google/cloud/beyondcorp_clientconnectorservices/py.typed, packages/google-cloud-beyondcorp-clientconnectorservices/google/cloud/beyondcorp_clientconnectorservices_v1/py.typed, packages/google-cloud-beyondcorp-clientgateways/google/cloud/beyondcorp_clientgateways/py.typed, packages/google-cloud-beyondcorp-clientgateways/google/cloud/beyondcorp_clientgateways_v1/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive_v1/py.typed, packages/google-cloud-biglake-hive/google/cloud/biglake_hive_v1beta/py.typed, packages/google-cloud-biglake/google/cloud/biglake/py.typed, packages/google-cloud-biglake/google/cloud/biglake_v1/py.typed, packages/google-cloud-bigquery-analyticshub/google/cloud/bigquery_analyticshub/py.typed, packages/google-cloud-bigquery-analyticshub/google/cloud/bigquery_analyticshub_v1/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake_v1/py.typed, packages/google-cloud-bigquery-biglake/google/cloud/bigquery_biglake_v1alpha1/py.typed, packages/google-cloud-bigquery-connection/google/cloud/bigquery_connection/py.typed, packages/google-cloud-bigquery-connection/google/cloud/bigquery_connection_v1/py.typed, packages/google-cloud-bigquery-data-exchange/google/cloud/bigquery_data_exchange/py.typed, 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packages/google-cloud-bigquery-migration/google/cloud/bigquery_migration_v2/py.typed, packages/google-cloud-bigquery-migration/google/cloud/bigquery_migration_v2alpha/py.typed, packages/google-cloud-bigquery-reservation/google/cloud/bigquery_reservation/py.typed, packages/google-cloud-bigquery-reservation/google/cloud/bigquery_reservation_v1/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1alpha/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1beta/py.typed, packages/google-cloud-bigquery-storage/google/cloud/bigquery_storage_v1beta2/py.typed, packages/google-cloud-bigquery/google/cloud/bigquery/py.typed, packages/google-cloud-bigquery/samples/desktopapp/mypy.ini, packages/google-cloud-bigquery/samples/geography/mypy.ini, packages/google-cloud-bigquery/samples/magics/mypy.ini, packages/google-cloud-bigquery/samples/mypy.ini, packages/google-cloud-bigquery/samples/notebooks/mypy.ini, packages/google-cloud-bigquery/samples/snippets/mypy.ini, packages/google-cloud-bigtable/google/cloud/bigtable/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_admin/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_admin_v2/py.typed, packages/google-cloud-bigtable/google/cloud/bigtable_v2/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets_v1/py.typed, packages/google-cloud-billing-budgets/google/cloud/billing/budgets_v1beta1/py.typed, packages/google-cloud-billing/google/cloud/billing/py.typed, packages/google-cloud-billing/google/cloud/billing_v1/py.typed, packages/google-cloud-binary-authorization/google/cloud/binaryauthorization/py.typed, 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packages/google-cloud-channel/google/cloud/channel_v1/py.typed, packages/google-cloud-chronicle/google/cloud/chronicle/py.typed, packages/google-cloud-chronicle/google/cloud/chronicle_v1/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner_v1/py.typed, packages/google-cloud-cloudcontrolspartner/google/cloud/cloudcontrolspartner_v1beta/py.typed, packages/google-cloud-cloudsecuritycompliance/google/cloud/cloudsecuritycompliance/py.typed, packages/google-cloud-cloudsecuritycompliance/google/cloud/cloudsecuritycompliance_v1/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement_v1/py.typed, packages/google-cloud-commerce-consumer-procurement/google/cloud/commerce_consumer_procurement_v1alpha1/py.typed, 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packages/google-cloud-domains/google/cloud/domains_v1/py.typed, packages/google-cloud-domains/google/cloud/domains_v1beta1/py.typed, packages/google-cloud-edgecontainer/google/cloud/edgecontainer/py.typed, packages/google-cloud-edgecontainer/google/cloud/edgecontainer_v1/py.typed, packages/google-cloud-edgenetwork/google/cloud/edgenetwork/py.typed, packages/google-cloud-edgenetwork/google/cloud/edgenetwork_v1/py.typed, packages/google-cloud-enterpriseknowledgegraph/google/cloud/enterpriseknowledgegraph/py.typed, packages/google-cloud-enterpriseknowledgegraph/google/cloud/enterpriseknowledgegraph_v1/py.typed, packages/google-cloud-error-reporting/google/cloud/errorreporting/py.typed, packages/google-cloud-error-reporting/google/cloud/errorreporting_v1beta1/py.typed, packages/google-cloud-essential-contacts/google/cloud/essential_contacts/py.typed, packages/google-cloud-essential-contacts/google/cloud/essential_contacts_v1/py.typed, packages/google-cloud-eventarc-publishing/google/cloud/eventarc_publishing/py.typed, packages/google-cloud-eventarc-publishing/google/cloud/eventarc_publishing_v1/py.typed, packages/google-cloud-eventarc/google/cloud/eventarc/py.typed, packages/google-cloud-eventarc/google/cloud/eventarc_v1/py.typed, packages/google-cloud-filestore/google/cloud/filestore/py.typed, packages/google-cloud-filestore/google/cloud/filestore_v1/py.typed, packages/google-cloud-financialservices/google/cloud/financialservices/py.typed, packages/google-cloud-financialservices/google/cloud/financialservices_v1/py.typed, packages/google-cloud-firestore/google/cloud/firestore/py.typed, packages/google-cloud-firestore/google/cloud/firestore_admin/py.typed, packages/google-cloud-firestore/google/cloud/firestore_admin_v1/py.typed, packages/google-cloud-firestore/google/cloud/firestore_bundle/py.typed, packages/google-cloud-firestore/google/cloud/firestore_v1/py.typed, packages/google-cloud-ftp/google/cloud/ftp/py.typed, packages/google-cloud-ftp/google/cloud/ftp_v1/py.typed, packages/google-cloud-functions/google/cloud/functions/py.typed, packages/google-cloud-functions/google/cloud/functions_v1/py.typed, packages/google-cloud-functions/google/cloud/functions_v2/py.typed, packages/google-cloud-gdchardwaremanagement/google/cloud/gdchardwaremanagement/py.typed, packages/google-cloud-gdchardwaremanagement/google/cloud/gdchardwaremanagement_v1alpha/py.typed, packages/google-cloud-geminidataanalytics/google/cloud/geminidataanalytics/py.typed, packages/google-cloud-geminidataanalytics/google/cloud/geminidataanalytics_v1/py.typed, packages/google-cloud-geminidataanalytics/google/cloud/geminidataanalytics_v1alpha/py.typed, packages/google-cloud-geminidataanalytics/google/cloud/geminidataanalytics_v1beta/py.typed, packages/google-cloud-gke-backup/google/cloud/gke_backup/py.typed, packages/google-cloud-gke-backup/google/cloud/gke_backup_v1/py.typed, packages/google-cloud-gke-connect-gateway/google/cloud/gkeconnect/gateway/py.typed, packages/google-cloud-gke-connect-gateway/google/cloud/gkeconnect/gateway_v1/py.typed, packages/google-cloud-gke-connect-gateway/google/cloud/gkeconnect/gateway_v1beta1/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub_v1/configmanagement_v1/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub_v1/multiclusteringress_v1/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub_v1/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub_v1/rbacrolebindingactuation_v1/py.typed, packages/google-cloud-gke-hub/google/cloud/gkehub_v1beta1/py.typed, packages/google-cloud-gke-multicloud/google/cloud/gke_multicloud/py.typed, packages/google-cloud-gke-multicloud/google/cloud/gke_multicloud_v1/py.typed, packages/google-cloud-gkerecommender/google/cloud/gkerecommender/py.typed, packages/google-cloud-gkerecommender/google/cloud/gkerecommender_v1/py.typed, packages/google-cloud-gsuiteaddons/google/cloud/gsuiteaddons/py.typed, packages/google-cloud-gsuiteaddons/google/cloud/gsuiteaddons_v1/py.typed, packages/google-cloud-hypercomputecluster/google/cloud/hypercomputecluster/py.typed, packages/google-cloud-hypercomputecluster/google/cloud/hypercomputecluster_v1/py.typed, packages/google-cloud-hypercomputecluster/google/cloud/hypercomputecluster_v1beta/py.typed, packages/google-cloud-iam-logging/google/cloud/iam_logging/py.typed, packages/google-cloud-iam-logging/google/cloud/iam_logging_v1/py.typed, packages/google-cloud-iam/google/cloud/iam/py.typed, packages/google-cloud-iam/google/cloud/iam_admin/py.typed, packages/google-cloud-iam/google/cloud/iam_admin_v1/py.typed, packages/google-cloud-iam/google/cloud/iam_credentials/py.typed, packages/google-cloud-iam/google/cloud/iam_credentials_v1/py.typed, packages/google-cloud-iam/google/cloud/iam_v2/py.typed, packages/google-cloud-iam/google/cloud/iam_v2beta/py.typed, packages/google-cloud-iam/google/cloud/iam_v3/py.typed, packages/google-cloud-iam/google/cloud/iam_v3beta/py.typed, packages/google-cloud-iamconnectorcredentials/google/cloud/iamconnectorcredentials/py.typed, packages/google-cloud-iamconnectorcredentials/google/cloud/iamconnectorcredentials_v1alpha/py.typed, packages/google-cloud-iap/google/cloud/iap/py.typed, packages/google-cloud-iap/google/cloud/iap_v1/py.typed, packages/google-cloud-ids/google/cloud/ids/py.typed, packages/google-cloud-ids/google/cloud/ids_v1/py.typed, packages/google-cloud-kms-inventory/google/cloud/kms_inventory/py.typed, packages/google-cloud-kms-inventory/google/cloud/kms_inventory_v1/py.typed, packages/google-cloud-kms/google/cloud/kms/py.typed, packages/google-cloud-kms/google/cloud/kms_v1/py.typed, packages/google-cloud-language/google/cloud/language/py.typed, packages/google-cloud-language/google/cloud/language_v1/py.typed, packages/google-cloud-language/google/cloud/language_v1beta2/py.typed, packages/google-cloud-language/google/cloud/language_v2/py.typed, packages/google-cloud-licensemanager/google/cloud/licensemanager/py.typed, packages/google-cloud-licensemanager/google/cloud/licensemanager_v1/py.typed, packages/google-cloud-life-sciences/google/cloud/lifesciences/py.typed, packages/google-cloud-life-sciences/google/cloud/lifesciences_v2beta/py.typed, packages/google-cloud-locationfinder/google/cloud/locationfinder/py.typed, packages/google-cloud-locationfinder/google/cloud/locationfinder_v1/py.typed, packages/google-cloud-logging/google/cloud/logging/py.typed, packages/google-cloud-logging/google/cloud/logging_v2/py.typed, packages/google-cloud-lustre/google/cloud/lustre/py.typed, packages/google-cloud-lustre/google/cloud/lustre_v1/py.typed, packages/google-cloud-maintenance-api/google/cloud/maintenance_api/py.typed, packages/google-cloud-maintenance-api/google/cloud/maintenance_api_v1/py.typed, packages/google-cloud-maintenance-api/google/cloud/maintenance_api_v1beta/py.typed, packages/google-cloud-managed-identities/google/cloud/managedidentities/py.typed, packages/google-cloud-managed-identities/google/cloud/managedidentities_v1/py.typed, packages/google-cloud-managedkafka-schemaregistry/google/cloud/managedkafka_schemaregistry/py.typed, packages/google-cloud-managedkafka-schemaregistry/google/cloud/managedkafka_schemaregistry_v1/py.typed, packages/google-cloud-managedkafka/google/cloud/managedkafka/py.typed, packages/google-cloud-managedkafka/google/cloud/managedkafka_v1/py.typed, packages/google-cloud-media-translation/google/cloud/mediatranslation/py.typed, packages/google-cloud-media-translation/google/cloud/mediatranslation_v1beta1/py.typed, packages/google-cloud-memcache/google/cloud/memcache/py.typed, packages/google-cloud-memcache/google/cloud/memcache_v1/py.typed, packages/google-cloud-memcache/google/cloud/memcache_v1beta2/py.typed, packages/google-cloud-memorystore/google/cloud/memorystore/py.typed, packages/google-cloud-memorystore/google/cloud/memorystore_v1/py.typed, packages/google-cloud-memorystore/google/cloud/memorystore_v1beta/py.typed, packages/google-cloud-migrationcenter/google/cloud/migrationcenter/py.typed, packages/google-cloud-migrationcenter/google/cloud/migrationcenter_v1/py.typed, packages/google-cloud-modelarmor/google/cloud/modelarmor/py.typed, packages/google-cloud-modelarmor/google/cloud/modelarmor_v1/py.typed, packages/google-cloud-modelarmor/google/cloud/modelarmor_v1beta/py.typed, packages/google-cloud-monitoring-dashboards/google/cloud/monitoring_dashboard/py.typed, packages/google-cloud-monitoring-dashboards/google/cloud/monitoring_dashboard_v1/py.typed, packages/google-cloud-monitoring-metrics-scopes/google/cloud/monitoring_metrics_scope/py.typed, packages/google-cloud-monitoring-metrics-scopes/google/cloud/monitoring_metrics_scope_v1/py.typed, packages/google-cloud-monitoring/google/cloud/monitoring/py.typed, packages/google-cloud-monitoring/google/cloud/monitoring_v3/py.typed, packages/google-cloud-netapp/google/cloud/netapp/py.typed, packages/google-cloud-netapp/google/cloud/netapp_v1/py.typed, packages/google-cloud-network-connectivity/google/cloud/networkconnectivity/py.typed, packages/google-cloud-network-connectivity/google/cloud/networkconnectivity_v1/py.typed, packages/google-cloud-network-connectivity/google/cloud/networkconnectivity_v1alpha1/py.typed, packages/google-cloud-network-connectivity/google/cloud/networkconnectivity_v1beta/py.typed, packages/google-cloud-network-management/google/cloud/network_management/py.typed, packages/google-cloud-network-management/google/cloud/network_management_v1/py.typed, packages/google-cloud-network-security/google/cloud/network_security/py.typed, packages/google-cloud-network-security/google/cloud/network_security_v1/py.typed, packages/google-cloud-network-security/google/cloud/network_security_v1alpha1/py.typed, packages/google-cloud-network-security/google/cloud/network_security_v1beta1/py.typed, packages/google-cloud-network-services/google/cloud/network_services/py.typed, packages/google-cloud-network-services/google/cloud/network_services_v1/py.typed, packages/google-cloud-network-services/google/cloud/network_services_v1beta1/py.typed, packages/google-cloud-notebooks/google/cloud/notebooks/py.typed, packages/google-cloud-notebooks/google/cloud/notebooks_v1/py.typed, packages/google-cloud-notebooks/google/cloud/notebooks_v1beta1/py.typed, packages/google-cloud-notebooks/google/cloud/notebooks_v2/py.typed, packages/google-cloud-optimization/google/cloud/optimization/py.typed, packages/google-cloud-optimization/google/cloud/optimization_v1/py.typed, packages/google-cloud-oracledatabase/google/cloud/oracledatabase/py.typed, packages/google-cloud-oracledatabase/google/cloud/oracledatabase_v1/py.typed, packages/google-cloud-orchestration-airflow/google/cloud/orchestration/airflow/service/py.typed, packages/google-cloud-orchestration-airflow/google/cloud/orchestration/airflow/service_v1/py.typed, packages/google-cloud-orchestration-airflow/google/cloud/orchestration/airflow/service_v1beta1/py.typed, packages/google-cloud-org-policy/google/cloud/orgpolicy/py.typed, packages/google-cloud-org-policy/google/cloud/orgpolicy_v2/py.typed, packages/google-cloud-os-config/google/cloud/osconfig/py.typed, packages/google-cloud-os-config/google/cloud/osconfig_v1/py.typed, packages/google-cloud-os-config/google/cloud/osconfig_v1alpha/py.typed, packages/google-cloud-os-login/google/cloud/oslogin/py.typed, packages/google-cloud-os-login/google/cloud/oslogin_v1/common/py.typed, packages/google-cloud-os-login/google/cloud/oslogin_v1/py.typed, packages/google-cloud-parallelstore/google/cloud/parallelstore/py.typed, packages/google-cloud-parallelstore/google/cloud/parallelstore_v1/py.typed, packages/google-cloud-parallelstore/google/cloud/parallelstore_v1beta/py.typed, packages/google-cloud-parametermanager/google/cloud/parametermanager/py.typed, packages/google-cloud-parametermanager/google/cloud/parametermanager_v1/py.typed, packages/google-cloud-phishing-protection/google/cloud/phishingprotection/py.typed, packages/google-cloud-phishing-protection/google/cloud/phishingprotection_v1beta1/py.typed, packages/google-cloud-policy-troubleshooter/google/cloud/policytroubleshooter/py.typed, packages/google-cloud-policy-troubleshooter/google/cloud/policytroubleshooter_v1/py.typed, packages/google-cloud-policysimulator/google/cloud/policysimulator/py.typed, packages/google-cloud-policysimulator/google/cloud/policysimulator_v1/py.typed, packages/google-cloud-policytroubleshooter-iam/google/cloud/policytroubleshooter_iam/py.typed, packages/google-cloud-policytroubleshooter-iam/google/cloud/policytroubleshooter_iam_v3/py.typed, packages/google-cloud-private-ca/google/cloud/security/privateca/py.typed, packages/google-cloud-private-ca/google/cloud/security/privateca_v1/py.typed, packages/google-cloud-private-ca/google/cloud/security/privateca_v1beta1/py.typed, packages/google-cloud-private-catalog/google/cloud/privatecatalog/py.typed, packages/google-cloud-private-catalog/google/cloud/privatecatalog_v1beta1/py.typed, packages/google-cloud-privilegedaccessmanager/google/cloud/privilegedaccessmanager/py.typed, packages/google-cloud-privilegedaccessmanager/google/cloud/privilegedaccessmanager_v1/py.typed, packages/google-cloud-productregistry/google/cloud/productregistry/py.typed, packages/google-cloud-productregistry/google/cloud/productregistry_v1/py.typed, packages/google-cloud-pubsub/google/pubsub/py.typed, packages/google-cloud-pubsub/google/pubsub_v1/py.typed, packages/google-cloud-quotas/google/cloud/cloudquotas/py.typed, packages/google-cloud-quotas/google/cloud/cloudquotas_v1/py.typed, packages/google-cloud-quotas/google/cloud/cloudquotas_v1beta/py.typed, packages/google-cloud-rapidmigrationassessment/google/cloud/rapidmigrationassessment/py.typed, packages/google-cloud-rapidmigrationassessment/google/cloud/rapidmigrationassessment_v1/py.typed）
50.1/55可控的文件大小 — 采样的 30,930 个源文件中有 2,757 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes6,322,724
source_files_sampled30,930
oversized_source_files2,757

机器可读接口

100卓越
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — packages/gapic-generator/gapic/configurable_snippetgen/snippet_config_language.proto, packages/gapic-generator/gapic/samplegen_utils/snippet_metadata.proto, packages/gapic-generator/tests/fragments/google/api/annotations.proto, packages/gapic-generator/tests/fragments/google/api/client.proto, packages/gapic-generator/tests/fragments/google/api/field_behavior.proto, packages/gapic-generator/tests/fragments/google/api/http.proto, packages/gapic-generator/tests/fragments/google/api/httpbody.proto, packages/gapic-generator/tests/fragments/google/api/routing.proto, packages/gapic-generator/tests/fragments/google/cloud/extended_operations.proto, packages/gapic-generator/tests/fragments/google/cloud/location/locations.proto, packages/gapic-generator/tests/fragments/google/longrunning/operations.proto, packages/gapic-generator/tests/fragments/google/protobuf/any.proto, packages/gapic-generator/tests/fragments/google/protobuf/descriptor.proto, packages/gapic-generator/tests/fragments/google/protobuf/struct.proto, packages/gapic-generator/tests/fragments/google/rpc/status.proto, packages/gapic-generator/tests/fragments/google/type/dayofweek.proto, packages/gapic-generator/tests/fragments/import.proto, packages/gapic-generator/tests/fragments/test_api_version.proto, packages/gapic-generator/tests/fragments/test_compute_operation.proto, packages/gapic-generator/tests/fragments/test_dynamic_routing.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types_nonlocal.proto, packages/gapic-generator/tests/fragments/test_extended_operation_forwardcompat_lro.proto, packages/gapic-generator/tests/fragments/test_flattened_value.proto, packages/gapic-generator/tests/fragments/test_google_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_keyword_import.proto, packages/gapic-generator/tests/fragments/test_multiple_required_fields.proto, packages/gapic-generator/tests/fragments/test_nested_messages.proto, packages/gapic-generator/tests/fragments/test_non_primitive_body.proto, packages/gapic-generator/tests/fragments/test_oneof_imported_response.proto, packages/gapic-generator/tests/fragments/test_optional_signature.proto, packages/gapic-generator/tests/fragments/test_pagination_max_results_and_wrapper.proto, packages/gapic-generator/tests/fragments/test_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_recursive_messages.proto, packages/gapic-generator/tests/fragments/test_repeated_double.proto, packages/gapic-generator/tests/fragments/test_required_non_string.proto, packages/gapic-generator/tests/fragments/test_reserved_field_name.proto, packages/gapic-generator/tests/fragments/test_reserved_method_names.proto, packages/gapic-generator/tests/fragments/test_rest_streaming.proto, packages/gapic-generator/tests/snippetgen/snippets.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/pubsub.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/schema.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/type/device_resources.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_context_manager.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_level.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_policy.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/gcp_user_access_binding.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/service_perimeter.proto, packages/google-cloud-audit-log/google/cloud/audit/audit_log.proto, packages/google-cloud-audit-log/google/cloud/audit/bigquery_audit_metadata.proto, packages/google-cloud-bigquery-storage/samples/snippets/customer_record.proto, packages/google-cloud-bigquery-storage/samples/snippets/sample_data.proto, packages/google-cloud-bigquery-storage/tests/system/resources/person.proto, packages/google-cloud-bigtable/samples/testdata/singer.proto, packages/google-cloud-bigtable/tests/unit/data/execute_query/resources/singer.proto, packages/google-cloud-datastore/google/cloud/datastore/_app_engine_key.proto, packages/google-cloud-org-policy/google/cloud/orgpolicy/v1/orgpolicy.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/pubsub.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/schema.proto
20/20MCP 服务器
40/40可运行示例 — examples, samples
所用输入
example_dirsexamples, samples
has_mcp_signal是
api_schema_filespackages/gapic-generator/gapic/configurable_snippetgen/snippet_config_language.proto, packages/gapic-generator/gapic/samplegen_utils/snippet_metadata.proto, packages/gapic-generator/tests/fragments/google/api/annotations.proto, packages/gapic-generator/tests/fragments/google/api/client.proto, packages/gapic-generator/tests/fragments/google/api/field_behavior.proto, packages/gapic-generator/tests/fragments/google/api/http.proto, packages/gapic-generator/tests/fragments/google/api/httpbody.proto, packages/gapic-generator/tests/fragments/google/api/routing.proto, packages/gapic-generator/tests/fragments/google/cloud/extended_operations.proto, packages/gapic-generator/tests/fragments/google/cloud/location/locations.proto, packages/gapic-generator/tests/fragments/google/longrunning/operations.proto, packages/gapic-generator/tests/fragments/google/protobuf/any.proto, packages/gapic-generator/tests/fragments/google/protobuf/descriptor.proto, packages/gapic-generator/tests/fragments/google/protobuf/struct.proto, packages/gapic-generator/tests/fragments/google/rpc/status.proto, packages/gapic-generator/tests/fragments/google/type/dayofweek.proto, packages/gapic-generator/tests/fragments/import.proto, packages/gapic-generator/tests/fragments/test_api_version.proto, packages/gapic-generator/tests/fragments/test_compute_operation.proto, packages/gapic-generator/tests/fragments/test_dynamic_routing.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types_nonlocal.proto, packages/gapic-generator/tests/fragments/test_extended_operation_forwardcompat_lro.proto, packages/gapic-generator/tests/fragments/test_flattened_value.proto, packages/gapic-generator/tests/fragments/test_google_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_keyword_import.proto, packages/gapic-generator/tests/fragments/test_multiple_required_fields.proto, packages/gapic-generator/tests/fragments/test_nested_messages.proto, packages/gapic-generator/tests/fragments/test_non_primitive_body.proto, packages/gapic-generator/tests/fragments/test_oneof_imported_response.proto, packages/gapic-generator/tests/fragments/test_optional_signature.proto, packages/gapic-generator/tests/fragments/test_pagination_max_results_and_wrapper.proto, packages/gapic-generator/tests/fragments/test_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_recursive_messages.proto, packages/gapic-generator/tests/fragments/test_repeated_double.proto, packages/gapic-generator/tests/fragments/test_required_non_string.proto, packages/gapic-generator/tests/fragments/test_reserved_field_name.proto, packages/gapic-generator/tests/fragments/test_reserved_method_names.proto, packages/gapic-generator/tests/fragments/test_rest_streaming.proto, packages/gapic-generator/tests/snippetgen/snippets.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/pubsub.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/schema.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/type/device_resources.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_context_manager.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_level.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_policy.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/gcp_user_access_binding.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/service_perimeter.proto, packages/google-cloud-audit-log/google/cloud/audit/audit_log.proto, packages/google-cloud-audit-log/google/cloud/audit/bigquery_audit_metadata.proto, packages/google-cloud-bigquery-storage/samples/snippets/customer_record.proto, packages/google-cloud-bigquery-storage/samples/snippets/sample_data.proto, packages/google-cloud-bigquery-storage/tests/system/resources/person.proto, packages/google-cloud-bigtable/samples/testdata/singer.proto, packages/google-cloud-bigtable/tests/unit/data/execute_query/resources/singer.proto, packages/google-cloud-datastore/google/cloud/datastore/_app_engine_key.proto, packages/google-cloud-org-policy/google/cloud/orgpolicy/v1/orgpolicy.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/pubsub.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/schema.proto
interfaces_expected_of—

关键数据

5,385GitHub 星标
95贡献者
3,527最近 12 个月提交数
0距最近推送天数
100发布版本数
5巴士系数（bus factor）
440开放议题
—软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 14 authors (cap 12)
  • File tree truncated by GitHub API; file-based signals may be incomplete
  • pypi download statistics for 'bigquery-magics' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download statistics for 'google-apps-card' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download statistics for 'google-apps-chat' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download statistics for 'google-apps-meet' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download statistics for 'django-google-spanner' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

更多细节

Star 与 Fork 历史 0 ★ / 1,769 ⇿
0Star
1,769Fork
88发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。

6008001,0001,2001,4001,6001,8001,769212019-032022-122026-09
主版本 0次版本 0修订 0

每个点涵盖 7 天。

直接依赖 6
注册表软件包版本约束清单文件
PyPIgoogleapis-common-protos>= 1.69.2, < 2.0.0packages/google-api-core/pyproject.toml
PyPIprotobuf>= 6.33.5, < 8.0.0packages/google-api-core/pyproject.toml
PyPIproto-plus>= 1.26.1, < 2.0.0packages/google-api-core/pyproject.toml
PyPIgoogle-auth>= 2.14.1, < 3.0.0packages/google-api-core/pyproject.toml
PyPIrequests>= 2.33.0, < 3.0.0packages/google-api-core/pyproject.toml
PyPIopentelemetry-api>= 1.44.0, < 2.0.0packages/google-api-core/pyproject.toml
全部依赖 288

来自 GitHub 依赖图的完整解析依赖集合：20 个直接依赖与 268 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
PyPIgoogle-auth—直接
PyPIgoogle-auth2.41.1直接
PyPIgoogle-auth2.52.0直接
PyPIgoogle-auth2.56.2直接
PyPIgoogleapis-common-protos—直接
PyPIgoogleapis-common-protos1.70.0直接
PyPIgoogleapis-common-protos1.75.0直接
PyPIopentelemetry-api—直接
PyPIopentelemetry-api1.44.0直接
PyPIproto-plus—直接
PyPIproto-plus1.26.1直接
PyPIproto-plus1.28.0直接
PyPIproto-plus1.28.2直接
PyPIprotobuf—直接
PyPIprotobuf7.34.1直接
PyPIprotobuf7.35.1直接
PyPIrequests—直接
PyPIrequests2.33.0直接
PyPIrequests2.33.1直接
PyPIrequests2.34.2直接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp—间接
PyPIaiohttp3.14.3间接
PyPIaioresponses—间接
PyPIaiosignal1.4.0间接
PyPIalabaster—间接
PyPIalembic—间接
PyPIalembic1.18.5间接
PyPIapache-beam2.71.0间接
PyPIargcomplete3.6.3间接
PyPIasync-timeout5.0.1间接
PyPIattrs25.4.0间接
PyPIattrs26.1.0间接
PyPIauditwheel—间接
PyPIbackoff2.2.1间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbigframes—间接
PyPIbigquery-magics—间接
PyPIbigquery-magics0.10.3间接
PyPIblack—间接
PyPIbuild1.5.0间接
PyPIcertifi2025.10.5间接
PyPIcertifi2026.4.22间接
PyPIcertifi2026.7.22间接
PyPIcffi2.0.0间接
PyPIcffi2.1.0间接
PyPIcharset-normalizer3.4.3间接
PyPIcharset-normalizer3.4.7间接
PyPIcharset-normalizer3.4.9间接
PyPIclick—间接
PyPIclick7.0.0间接
PyPIclick8.3.0间接
PyPIclick8.3.3间接
PyPIclick8.4.2间接
PyPIclick-plugins1.1.1.2间接
PyPIcligj0.7.2间接
PyPIcmake4.3.2间接
PyPIcolorlog6.10.1间接
PyPIcryptography—间接
PyPIcryptography50.0.0间接
PyPIdb-dtypes—间接
PyPIdb-dtypes1.4.3间接
PyPIdb-dtypes1.6.0间接
PyPIdelocate—间接
PyPIdistlib0.4.0间接
PyPIdjango—间接
PyPIexceptiongroup1.3.1间接
PyPIfastavro—间接
PyPIfilelock3.29.0间接
PyPIfiona1.10.1间接
PyPIflask—间接
PyPIfreezegun—间接
PyPIfrozenlist1.8.0间接
PyPIgcp-docuploader—间接
PyPIgeojson3.2.0间接
PyPIgeopandas—间接
PyPIgeopandas1.1.2间接
PyPIgoogle-api-core—间接
PyPIgoogle-api-core2.28.0间接
PyPIgoogle-api-core2.30.3间接
PyPIgoogle-api-core2.33.0间接
PyPIgoogle-api-python-client—间接
PyPIgoogle-apps-card—间接
PyPIgoogle-apps-script-type—间接
PyPIgoogle-auth-oauthlib—间接
PyPIgoogle-auth-oauthlib1.2.2间接
PyPIgoogle-cloud-access-context-manager—间接
PyPIgoogle-cloud-appengine-logging—间接
PyPIgoogle-cloud-audit-log—间接
PyPIgoogle-cloud-bigquery—间接
PyPIgoogle-cloud-bigquery3.41.0间接
PyPIgoogle-cloud-bigquery3.44.0间接
PyPIgoogle-cloud-bigquery3.45.0间接
PyPIgoogle-cloud-bigquery-storage—间接
PyPIgoogle-cloud-bigquery-storage2.33.1间接
PyPIgoogle-cloud-bigquery-storage2.38.0间接
PyPIgoogle-cloud-bigquery-storage2.41.0间接
PyPIgoogle-cloud-bigtable2.35.0间接
PyPIgoogle-cloud-common—间接
PyPIgoogle-cloud-core—间接
PyPIgoogle-cloud-core2.4.3间接
PyPIgoogle-cloud-core2.5.0间接
PyPIgoogle-cloud-core2.6.0间接
PyPIgoogle-cloud-datastore—间接
PyPIgoogle-cloud-documentai—间接
PyPIgoogle-cloud-happybase0.33.0间接
PyPIgoogle-cloud-iam—间接
PyPIgoogle-cloud-kms—间接
PyPIgoogle-cloud-logging—间接
PyPIgoogle-cloud-monitoring—间接
PyPIgoogle-cloud-monitoring2.29.0间接
PyPIgoogle-cloud-monitoring2.31.0间接
PyPIgoogle-cloud-org-policy—间接
PyPIgoogle-cloud-os-config—间接
PyPIgoogle-cloud-spanner—间接
PyPIgoogle-cloud-spanner3.69.0间接
PyPIgoogle-cloud-spanner3.71.0间接
PyPIgoogle-cloud-storage—间接
PyPIgoogle-cloud-testutils—间接
PyPIgoogle-cloud-testutils1.6.4间接
PyPIgoogle-cloud-testutils1.7.0间接
PyPIgoogle-cloud-testutils1.8.0间接
PyPIgoogle-cloud-vision—间接
PyPIgoogle-crc32c—间接
PyPIgoogle-crc32c1.7.1间接
PyPIgoogle-geo-type—间接
PyPIgoogle-resumable-media—间接
PyPIgoogle-resumable-media2.7.2间接
PyPIgoogle-shopping-type—间接
PyPIgrafeas—间接
PyPIgreenlet3.5.4间接
PyPIgrpc-google-iam-v1—间接
PyPIgrpc-google-iam-v10.14.4间接
PyPIgrpc-interceptor—间接
PyPIgrpc-interceptor0.15.4间接
PyPIgrpcio—间接
PyPIgrpcio1.75.1间接
PyPIgrpcio1.80.0间接
PyPIgrpcio1.83.0间接
PyPIgrpcio-status—间接
PyPIgrpcio-status1.83.0间接
PyPIhttplib2—间接
PyPIidna3.15间接
PyPIidna3.18间接
PyPIimmutabledict—间接
PyPIinflection—间接
PyPIinflection0.5.1间接
PyPIiniconfig2.3.0间接
PyPIintervaltree—间接
PyPIipykernel—间接
PyPIipython—间接
PyPIipython8.18.1间接
PyPIipython9.13.0间接
PyPIipython9.6.0间接
PyPIipywidgets—间接
PyPIipywidgets8.1.8间接
PyPIjinja2—间接
PyPIjinja23.1.6间接
PyPIlibcst—间接
PyPIlibcst1.8.6间接
PyPImako1.3.12间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib—间接
PyPImatplotlib3.10.6间接
PyPImmh3—间接
PyPImmh35.2.1间接
PyPImock—间接
PyPImock5.2.0间接
PyPImultidict6.7.1间接
PyPImunch4.0.0间接
PyPImypy-extensions1.1.0间接
PyPInox2026.4.10间接
PyPInumpy—间接
PyPInumpydoc—间接
PyPIopentelemetry-instrumentation—间接
PyPIopentelemetry-instrumentation0.65b0间接
PyPIopentelemetry-instrumentation-grpc—间接
PyPIopentelemetry-resourcedetector-gcp—间接
PyPIopentelemetry-resourcedetector-gcp1.14.0间接
PyPIopentelemetry-sdk—间接
PyPIopentelemetry-sdk1.44.0间接
PyPIopentelemetry-semantic-conventions—间接
PyPIopentelemetry-semantic-conventions0.65b0间接
PyPIpackaging—间接
PyPIpackaging25.0间接
PyPIpackaging26.2间接
PyPIpackaging26.3间接
PyPIpandas—间接
PyPIpandas2.3.3间接
PyPIpandas-gbq—间接
PyPIparameterized0.9.0间接
PyPIpep5170.13.1间接
PyPIpikepdf—间接
PyPIpillow—间接
PyPIpip26.2间接
PyPIpip-tools7.6.0间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIportpicker—间接
PyPIpropcache0.5.2间接
PyPIpsutil—间接
PyPIpyarrow—间接
PyPIpyarrow23.0.1间接
PyPIpyarrow24.0.0间接
PyPIpyasn10.6.3间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules—间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser2.23间接
PyPIpycparser3.0间接
PyPIpydata-google-auth—间接
PyPIpygments2.20.0间接
PyPIpyjwt—间接
PyPIpymemcache—间接
PyPIpyopenssl—间接
PyPIpypandoc—间接
PyPIpypandoc1.17间接
PyPIpyparsing3.2.5间接
PyPIpyparsing3.3.2间接
PyPIpyproject-hooks1.2.0间接
PyPIpytest—间接
PyPIpytest8.4.2间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio—间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov—间接
PyPIpytest-dependency0.6.1间接
PyPIpytest-localserver—间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil—间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpytz—间接
PyPIpytz2025.2间接
PyPIpyu2f—间接
PyPIpyyaml—间接
PyPIpyyaml6.0.3间接
PyPIrecommonmark—间接
PyPIredis—间接
PyPIrequests-oauthlib—间接
PyPIresponses—间接
PyPIrsa—间接
PyPIrsa4.9.1间接
PyPIruff0.15.12间接
PyPIsetuptools—间接
PyPIsetuptools82.0.1间接
PyPIshapely—间接
PyPIshapely2.1.2间接
PyPIsix1.17.0间接
PyPIspanner-graph-notebook—间接
PyPIspannerlib-python—间接
PyPIsphinx—间接
PyPIsphinx4.5.0间接
PyPIsphinx9.1.0间接
PyPIsphinx-docstring-typing—间接
PyPIsphinx-markdown-builder0.5.5间接
PyPIsphinx-rtd-theme—间接
PyPIsphinxcontrib-applehelp1.0.4间接
PyPIsphinxcontrib-applehelp2.0.0间接
PyPIsphinxcontrib-devhelp1.0.2间接
PyPIsphinxcontrib-devhelp2.0.0间接
PyPIsphinxcontrib-htmlhelp2.0.1间接
PyPIsphinxcontrib-htmlhelp2.1.0间接
PyPIsphinxcontrib-napoleon—间接
PyPIsphinxcontrib-qthelp1.0.3间接
PyPIsphinxcontrib-qthelp2.0.0间接
PyPIsphinxcontrib-serializinghtml1.1.5间接
PyPIsphinxcontrib-serializinghtml2.0.0间接
PyPIsqlalchemy—间接
PyPIsqlalchemy2.0.51间接
PyPIsqlparse—间接
PyPIsqlparse0.6.0间接
PyPItabulate—间接
PyPItomli2.4.1间接
PyPItox—间接
PyPItqdm—间接
PyPItqdm4.67.3间接
PyPItyping-extensions4.15.0间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspect0.9.0间接
PyPIunidecode—间接
PyPIurllib3—间接
PyPIurllib32.7.0间接
PyPIvirtualenv21.3.1间接
PyPIwheel—间接
PyPIwheel0.47.0间接
PyPIwrapt2.3.0间接
PyPIyarl1.23.0间接
依赖安全公告 0

安装 pypi:db-dtypes@1.7.1 会引入 6 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

反馈

发现这份报告有不准确之处，或有想法要分享？错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。

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相关记录

与 googleapis/google-cloud-python 共享目录标签或生态系统的已检测仓库。 并排阅读 →

99apache/datafusionApache DataFusion SQL Query Engine卓越99pydata/xarrayN-D labeled arrays and datasets in Python卓越99NVIDIA/cudfcuDF - GPU DataFrame Library 卓越99pandas-dev/pandasFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more卓越98delta-io/delta-rsA native Rust library for Delta Lake, with bindings into Python卓越98dask/daskParallel computing with task scheduling卓越

评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.