软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 16:30 UTC

kubeflow / kfserving

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

Go · PythonApache-2.0★ 5,705 星标⑂ 1,582 复刻始于 2019年3月在 GitHub 上查看 ↗

kubeflow/kfserving 的健康指数为 100 分中的 87 分，处于「优秀」区间。其得分最高的类别是Vitality（100/100），最低的是Security（55/100）。最近一次更新在今天。近期的大部分工作由 9 位贡献者完成。

总分 / 100

优秀

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；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 49（有风险）的上限。AI 就绪度不计入总体分。

优秀85-100堪称典范；基本满足所有检验标准

良好70-84健康；仅有轻微不足

中等50-69可接受，但存在明显不足；建议进行审查

存在风险30-49存在重大薄弱环节；采用时应保持审慎

危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）

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。

所有权

KServe组织

310 关注者16 个公开仓库始于 2021年5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
Go	github.com/kserve/kserve指向其他仓库——不计分	v0.19.0	-	63	34 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优秀 · 占总体的 22%

开发活跃度

100优秀

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 575 次提交
0/10	OpenSSF Scorecard：Maintained — 无数据

所用输入

commits_last_year	575
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	52

发布纪律

100优秀

评分方式

27/27	有发布版本 — 已发布 58 个发布版本
36/36	发布时效 — 最近一次发布版本于 0 天前
27/27	发布节奏 — 约每 14 天发布一次
0/10	OpenSSF Scorecard：Signed-Releases — 无数据

所用输入

releases_count	58
latest_release_tag	v0.20.0-rc0
releases_from_tags	否
days_since_latest_release	0
mean_days_between_releases	14

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？

94优秀 · 占总体的 18%

流行度与采用

95优秀

评分方式

60/60	星标 — 5,705 个星标
25/25	复刻 — 1,582 个复刻
10.2/15	关注者 — 69 位关注者

所用输入

forks	1,582
stars	5,705
watchers	69
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

社区健康

92优秀

评分方式

22.5/22.5	README
22.5/22.5	许可证 — 可识别的许可证（Apache-2.0）
18/18	CONTRIBUTING 指南
13.5/13.5	行为准则
0/7.2	议题模板
6.3/6.3	PR 模板

所用输入

has_readme	是
has_license	是
has_contributing	是
has_issue_template	否
has_code_of_conduct	是
has_pull_request_template	是

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？

83良好 · 占总体的 24%

维护者韧性（巴士系数）

97优秀

评分方式

54/54	巴士系数 — 9 位贡献者贡献了半数提交
19.7/22.5	提交分布 — 头号贡献者编写了 12% 的提交
13.5/13.5	贡献者广度 — 100 位贡献者
0/10	OpenSSF Scorecard：Contributors — 无数据

所用输入

bus_factor	9
contributors_sampled	100
top_contributor_share	0.125

议题与 PR 响应能力

83良好

评分方式

40.7/46.8	议题解决 — 87% 的议题已关闭
30.2/38.3	PR 接受 — 已裁定的 PR 中 2,467/3,128 已合并
0/15	OpenSSF Scorecard：Code-Review — 无数据

所用输入

merged_prs	2,467
open_issues	315
closed_issues	2,101
issue_closed_ratio	0.87
closed_unmerged_prs	661

所有权与托管责任

67中等

评分方式

30/30	所有权背书 — 组织持有
0/20	已验证域名
17.9/25	所有者影响力 — kserve 有 310 位关注者
19.4/25	既往记录 — 16 个公开仓库，账户约 5 年

所用输入

followers	310
owner_type	Organization
is_verified	—
owner_login	kserve
public_repos	16
account_age_days	1,902

工程质量

基础的工程与文档实践是否到位？

95优秀 · 占总体的 20%

工程实践

92优秀

评分方式

24/24	CI 工作流 — 46 个工作流
24/24	存在测试
16/16	Linter 配置 — .golangci.yml, ruff.toml
9.6/9.6	Pre-commit 钩子
0/6.4	.editorconfig
0/20	OpenSSF 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

100优秀

评分方式

30/30	README
25/25	文档目录
15/15	文档 / 主页站点 — https://kserve.github.io/website/
10/10	仓库描述
10/10	主题标签 — 20 个主题标签
10/10	Wiki

所用输入

topics	knative, machine-learning, model-interpretability, model-serving, istio, kubeflow, artificial-intelligence, tensorflow, pytorch, xgboost, kubernetes, k8s, service-mesh, kserve, hacktoberfest, mlops, genai, llm-inference, cncf, vllm
has_wiki	是
homepage	https://kserve.github.io/website/
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？

55中等 · 占总体的 16%

安全态势

55中等

评分方式

30/30	安全策略（SECURITY.md）
0/25	Dependabot 配置
25/25	依赖锁定文件 — go.sum, uv.lock
0/20	CodeQL 工作流

所用输入

source	file_signals
lockfiles	go.sum, uv.lock
manifests	go.mod, python/pyproject.toml, qpext/go.mod
has_codeql_workflow	否
has_security_policy	是
has_dependabot_config	否

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？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。

89优秀 · 占总体的 0%

AI 代理上下文与指引

75良好

评分方式

45/45	代理指令 — AGENTS.md, CLAUDE.md
0/15	机器可读文档（llms.txt）
0/40	可读的提交历史 — 无数据

所用输入

has_llms_txt	否
legible_history_share	—
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	5,993

已排除计分（无数据或不适用）：可读的提交历史。其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

100优秀

评分方式

18/18	一条命令的引导启动 — Makefile, docs/samples/explanation/alibi/alibiexplainer/Makefile, docs/samples/explanation/alibi/income/Makefile, docs/samples/explanation/alibi/moviesentiment/Makefile, python/aiffairness/Makefile, python/artexplainer/Makefile, python/autogluonserver/Makefile, python/custom_model/Makefile, python/custom_transformer/Makefile, python/huggingfaceserver/Makefile, python/kserve/Makefile, python/lgbserver/Makefile, python/paddleserver/Makefile, python/pmmlserver/Makefile, python/predictiveserver/Makefile, python/sklearnserver/Makefile, python/xgbserver/Makefile, tools/tf2openapi/Makefile
22/22	自动化测试
11/11	Lint / 格式化配置 — .golangci.yml, ruff.toml
11/11	静态类型检查 — Go（静态类型）
10/10	可复现环境 — Dockerfile, lockfile
0/10	已体现的代理实践 — 无数据
0/8	自动化维护 — 无数据
0/10	OpenSSF Scorecard：Pinned-Dependencies — 无数据

所用输入

has_nix	否
has_tests	是
lockfiles	go.sum, uv.lock
has_dockerfile	是
typed_language	是
bootstrap_files	Makefile, docs/samples/explanation/alibi/alibiexplainer/Makefile, docs/samples/explanation/alibi/income/Makefile, docs/samples/explanation/alibi/moviesentiment/Makefile, python/aiffairness/Makefile, python/artexplainer/Makefile, python/autogluonserver/Makefile, python/custom_model/Makefile, python/custom_transformer/Makefile, python/huggingfaceserver/Makefile, python/kserve/Makefile, python/lgbserver/Makefile, python/paddleserver/Makefile, python/pmmlserver/Makefile, python/predictiveserver/Makefile, python/sklearnserver/Makefile, python/xgbserver/Makefile, tools/tf2openapi/Makefile
has_devcontainer	否
has_linter_config	是
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。其余权重已重新归一化。

面向模型的代码可读性

98优秀

评分方式

45/45	可类型检查的代码 — Go（静态类型）
53.4/55	可控的文件大小 — 采样的 1,152 个源文件中有 33 个超过 60KB

所用输入

primary_language	Go
largest_source_bytes	678,759
source_files_sampled	1,152
oversized_source_files	33

机器可读接口

80良好

评分方式

40/40	API 模式（OpenAPI/GraphQL/proto） — docs/predict-api/v2/grpc_predict_v2.proto, pkg/openapi/swagger.json, python/kserve/kserve/protocol/grpc/grpc_predict_v2.proto
0/20	MCP 服务器
40/40	可运行示例 — notebooks, samples

所用输入

example_dirs	notebooks, samples
has_mcp_signal	否
api_schema_files	docs/predict-api/v2/grpc_predict_v2.proto, pkg/openapi/swagger.json, python/kserve/kserve/protocol/grpc/grpc_predict_v2.proto

关键数据

5,705GitHub 星标

100贡献者

575最近 12 个月提交数

0距最近推送天数

58发布版本数

9巴士系数（bus factor）

315开放议题

Go, PyPI软件包生态系统数

数据采集警告

go package 'github.com/kserve/kserve' points at a different repository (https://github.com/kserve/kserve); excluded from ecosystem scoring
Could not fetch go package 'github.com/kserve/kserve/qpext' from its registry
OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

更多细节

直接依赖 60

注册表	软件包	版本约束	清单文件
Go	cloud.google.com/go/storage	`v1.52.0`	go.mod
Go	dario.cat/mergo	`v1.0.2`	go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/azcore	`v1.19.1`	go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/azidentity	`v1.13.0`	go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob	`v1.6.2`	go.mod
Go	github.com/aws/aws-sdk-go	`v1.55.6`	go.mod
Go	github.com/cloudevents/sdk-go/v2	`v2.16.2`	go.mod
Go	github.com/coreos/go-semver	`v0.3.1`	go.mod
Go	github.com/fsnotify/fsnotify	`v1.9.0`	go.mod
Go	github.com/getkin/kin-openapi	`v0.131.0`	go.mod
Go	github.com/go-logr/logr	`v1.4.3`	go.mod
Go	github.com/go-logr/zapr	`v1.3.0`	go.mod
Go	github.com/gofrs/uuid/v5	`v5.3.0`	go.mod
Go	github.com/google/go-cmp	`v0.7.0`	go.mod
Go	github.com/google/uuid	`v1.6.0`	go.mod
Go	github.com/googleapis/google-cloud-go-testing	`v0.0.0-20210719221736-1c9a4c676720`	go.mod
Go	github.com/json-iterator/go	`v1.1.12`	go.mod
Go	github.com/kedacore/keda/v2	`v2.18.0`	go.mod
Go	github.com/kelseyhightower/envconfig	`v1.4.0`	go.mod
Go	github.com/llm-d/llm-d-workload-variant-autoscaler	`v0.7.0`	go.mod
Go	github.com/onsi/ginkgo/v2	`v2.28.1`	go.mod
Go	github.com/onsi/gomega	`v1.39.1`	go.mod
Go	github.com/open-telemetry/opentelemetry-operator	`v0.113.0`	go.mod
Go	github.com/parquet-go/parquet-go	`v0.27.0`	go.mod
Go	github.com/pkg/errors	`v0.9.1`	go.mod
Go	github.com/spf13/cobra	`v1.10.2`	go.mod
Go	github.com/spf13/pflag	`v1.0.10`	go.mod
Go	github.com/stretchr/testify	`v1.11.1`	go.mod
Go	github.com/tidwall/gjson	`v1.18.0`	go.mod
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	go.mod
Go	go.uber.org/zap	`v1.27.1`	go.mod
Go	gomodules.xyz/jsonpatch/v2	`v2.5.0`	go.mod
Go	google.golang.org/api	`v0.250.0`	go.mod
Go	google.golang.org/protobuf	`v1.36.11`	go.mod
Go	gopkg.in/go-playground/validator.v9	`v9.31.0`	go.mod
Go	istio.io/api	`v1.27.1`	go.mod
Go	istio.io/client-go	`v1.27.1`	go.mod
Go	k8s.io/api	`v0.35.3`	go.mod
Go	k8s.io/apiextensions-apiserver	`v0.35.3`	go.mod
Go	k8s.io/apimachinery	`v0.35.3`	go.mod
Go	k8s.io/client-go	`v0.35.3`	go.mod
Go	k8s.io/code-generator	`v0.35.3`	go.mod
Go	k8s.io/component-helpers	`v0.35.3`	go.mod
Go	k8s.io/klog/v2	`v2.130.1`	go.mod
Go	k8s.io/kube-openapi	`v0.0.0-20260127142750-a19766b6e2d4`	go.mod
Go	k8s.io/utils	`v0.0.0-20260108192941-914a6e750570`	go.mod
Go	knative.dev/networking	`v0.0.0-20260120131110-a7cdca238a0d`	go.mod
Go	knative.dev/pkg	`v0.0.0-20260120122510-4a022ed9999a`	go.mod
Go	knative.dev/serving	`v0.48.1`	go.mod
Go	sigs.k8s.io/controller-runtime	`v0.23.3`	go.mod
Go	sigs.k8s.io/gateway-api	`v1.5.1`	go.mod
Go	sigs.k8s.io/gateway-api-inference-extension	`v1.5.0`	go.mod
Go	sigs.k8s.io/lws	`v0.8.0`	go.mod
Go	sigs.k8s.io/yaml	`v1.6.0`	go.mod
Go	github.com/hashicorp/go-multierror	`v1.1.1`	qpext/go.mod
Go	github.com/prometheus/client_model	`v0.6.2`	qpext/go.mod
Go	github.com/prometheus/common	`v0.67.4`	qpext/go.mod
Go	github.com/stretchr/testify	`v1.11.1`	qpext/go.mod
Go	go.uber.org/zap	`v1.27.1`	qpext/go.mod
Go	knative.dev/serving	`v0.48.1`	qpext/go.mod

全部依赖 953

来自 GitHub 依赖图的完整解析依赖集合：58 个直接依赖与 895 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
Go	cloud.google.com/go/storage	`v1.52.0`	直接
Go	dario.cat/mergo	`v1.0.2`	直接
Go	github.com/aws/aws-sdk-go	`v1.55.6`	直接
Go	github.com/azure/azure-sdk-for-go/sdk/azcore	`v1.19.1`	直接
Go	github.com/azure/azure-sdk-for-go/sdk/azidentity	`v1.13.0`	直接
Go	github.com/azure/azure-sdk-for-go/sdk/storage/azblob	`v1.6.2`	直接
Go	github.com/cloudevents/sdk-go/v2	`v2.16.2`	直接
Go	github.com/coreos/go-semver	`v0.3.1`	直接
Go	github.com/fsnotify/fsnotify	`v1.9.0`	直接
Go	github.com/getkin/kin-openapi	`v0.131.0`	直接
Go	github.com/go-logr/logr	`v1.4.3`	直接
Go	github.com/go-logr/zapr	`v1.3.0`	直接
Go	github.com/gofrs/uuid/v5	`v5.3.0`	直接
Go	github.com/google/go-cmp	`v0.7.0`	直接
Go	github.com/google/uuid	`v1.6.0`	直接
Go	github.com/googleapis/google-cloud-go-testing	`v0.0.0-20210719221736-1c9a4c676720`	直接
Go	github.com/hashicorp/go-multierror	`v1.1.1`	直接
Go	github.com/json-iterator/go	`1.1.9`	直接
Go	github.com/json-iterator/go	`v1.1.12`	直接
Go	github.com/kedacore/keda/v2	`v2.18.0`	直接
Go	github.com/kelseyhightower/envconfig	`v1.4.0`	直接
Go	github.com/llm-d/llm-d-workload-variant-autoscaler	`v0.7.0`	直接
Go	github.com/onsi/ginkgo/v2	`v2.28.1`	直接
Go	github.com/onsi/gomega	`v1.39.1`	直接
Go	github.com/open-telemetry/opentelemetry-operator	`v0.113.0`	直接
Go	github.com/parquet-go/parquet-go	`v0.27.0`	直接
Go	github.com/pkg/errors	`v0.9.1`	直接
Go	github.com/prometheus/client_model	`v0.6.2`	直接
Go	github.com/prometheus/common	`v0.67.4`	直接
Go	github.com/prometheus/common	`v0.67.5`	直接
Go	github.com/spf13/cobra	`v1.10.2`	直接
Go	github.com/spf13/pflag	`v1.0.10`	直接
Go	github.com/stretchr/testify	`v1.11.1`	直接
Go	github.com/tidwall/gjson	`v1.18.0`	直接
Go	go.opentelemetry.io/otel/trace	`v1.39.0`	直接
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	直接
Go	go.uber.org/zap	`v1.27.1`	直接
Go	gomodules.xyz/jsonpatch/v2	`v2.5.0`	直接
Go	google.golang.org/api	`v0.250.0`	直接
Go	google.golang.org/protobuf	`v1.36.10`	直接
Go	google.golang.org/protobuf	`v1.36.11`	直接
Go	gopkg.in/go-playground/validator.v9	`v9.31.0`	直接
Go	istio.io/api	`v1.27.1`	直接
Go	istio.io/client-go	`v1.27.1`	直接
Go	k8s.io/api	`v0.34.3`	直接
Go	k8s.io/apimachinery	`v0.34.3`	直接
Go	k8s.io/client-go	`v0.34.3`	直接
Go	k8s.io/klog/v2	`v2.130.1`	直接
Go	k8s.io/kube-openapi	`v0.0.0-20260127142750-a19766b6e2d4`	直接
Go	k8s.io/utils	`v0.0.0-20250604170112-4c0f3b243397`	直接
Go	k8s.io/utils	`v0.0.0-20260108192941-914a6e750570`	直接
Go	knative.dev/networking	`v0.0.0-20260120131110-a7cdca238a0d`	直接
Go	knative.dev/pkg	`v0.0.0-20260120122510-4a022ed9999a`	直接
Go	knative.dev/serving	`v0.48.1`	直接
Go	sigs.k8s.io/gateway-api	`v1.5.1`	直接
Go	sigs.k8s.io/gateway-api-inference-extension	`v1.5.0`	直接
Go	sigs.k8s.io/lws	`v0.8.0`	直接
Go	sigs.k8s.io/yaml	`v1.6.0`	直接
Go	cel.dev/expr	`v0.25.1`	间接
Go	cloud.google.com/go	`v0.121.0`	间接
Go	cloud.google.com/go/auth	`v0.16.5`	间接
Go	cloud.google.com/go/auth/oauth2adapt	`v0.2.8`	间接
Go	cloud.google.com/go/compute/metadata	`v0.9.0`	间接
Go	cloud.google.com/go/iam	`v1.5.2`	间接
Go	cloud.google.com/go/monitoring	`v1.24.2`	间接
Go	github.com/andybalholm/brotli	`v1.2.0`	间接
Go	github.com/antlr4-go/antlr/v4	`v4.13.1`	间接
Go	github.com/aws/aws-sdk-go-v2	`v1.41.7`	间接
Go	github.com/aws/aws-sdk-go-v2/config	`v1.31.12`	间接
Go	github.com/aws/aws-sdk-go-v2/credentials	`v1.18.16`	间接
Go	github.com/aws/aws-sdk-go-v2/service/ec2	`v1.279.0`	间接
Go	github.com/aws/aws-sdk-go-v2/service/ecs	`v1.71.0`	间接
Go	github.com/aws/aws-sdk-go-v2/service/kafka	`v1.51.0`	间接
Go	github.com/aws/aws-sdk-go-v2/service/lightsail	`v1.50.10`	间接
Go	github.com/aws/smithy-go	`v1.25.1`	间接
Go	github.com/azure/azure-sdk-for-go/sdk/internal	`v1.11.2`	间接
Go	github.com/azuread/microsoft-authentication-library-for-go	`v1.5.0`	间接
Go	github.com/beorn7/perks	`v1.0.1`	间接
Go	github.com/blang/semver/v4	`v4.0.0`	间接
Go	github.com/blendle/zapdriver	`v1.3.1`	间接
Go	github.com/cenkalti/backoff/v5	`v5.0.3`	间接
Go	github.com/cespare/xxhash/v2	`v2.3.0`	间接
Go	github.com/cncf/xds/go	`v0.0.0-20251210132809-ee656c7534f5`	间接
Go	github.com/containerd/errdefs	`v1.0.0`	间接
Go	github.com/containerd/errdefs/pkg	`v0.3.0`	间接
Go	github.com/davecgh/go-spew	`v1.1.2-0.20180830191138-d8f796af33cc`	间接
Go	github.com/digitalocean/godo	`v1.165.1`	间接
Go	github.com/docker/docker	`v28.4.0+incompatible`	间接
Go	github.com/emicklei/go-restful/v3	`v3.13.0`	间接
Go	github.com/envoyproxy/go-control-plane/envoy	`v1.37.0`	间接
Go	github.com/envoyproxy/protoc-gen-validate	`v1.3.0`	间接
Go	github.com/evanphx/json-patch/v5	`v5.9.11`	间接
Go	github.com/felixge/httpsnoop	`v1.0.4`	间接
Go	github.com/fxamacker/cbor/v2	`v2.9.0`	间接
Go	github.com/gin-contrib/sse	`0.1.0`	间接
Go	github.com/gin-gonic/gin	`1.7.7`	间接
Go	github.com/go-jose/go-jose/v4	`v4.1.3`	间接
Go	github.com/go-logr/stdr	`v1.2.2`	间接
Go	github.com/go-openapi/jsonpointer	`v0.22.4`	间接
Go	github.com/go-openapi/jsonreference	`v0.21.4`	间接
Go	github.com/go-openapi/swag	`v0.25.4`	间接
Go	github.com/go-openapi/swag/cmdutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/conv	`v0.25.4`	间接
Go	github.com/go-openapi/swag/fileutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/jsonname	`v0.25.4`	间接
Go	github.com/go-openapi/swag/jsonutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/loading	`v0.25.4`	间接
Go	github.com/go-openapi/swag/mangling	`v0.25.4`	间接
Go	github.com/go-openapi/swag/netutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/stringutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/typeutils	`v0.25.4`	间接
Go	github.com/go-openapi/swag/yamlutils	`v0.25.4`	间接
Go	github.com/go-playground/locales	`0.13.0`	间接
Go	github.com/go-playground/locales	`v0.14.1`	间接
Go	github.com/go-playground/universal-translator	`0.17.0`	间接
Go	github.com/go-playground/universal-translator	`v0.18.1`	间接
Go	github.com/go-playground/validator/v10	`10.4.1`	间接
Go	github.com/go-task/slim-sprig/v3	`v3.0.0`	间接
Go	github.com/go-zookeeper/zk	`v1.0.4`	间接
Go	github.com/gogo/protobuf	`v1.3.2`	间接
Go	github.com/golang-jwt/jwt/v5	`v5.3.0`	间接
Go	github.com/golang/protobuf	`1.3.3`	间接
Go	github.com/golang/protobuf	`v1.5.4`	间接
Go	github.com/google/btree	`v1.1.3`	间接
Go	github.com/google/cel-go	`v0.26.0`	间接
Go	github.com/google/gnostic-models	`v0.7.0`	间接
Go	github.com/google/go-containerregistry	`v0.20.3`	间接
Go	github.com/google/pprof	`v0.0.0-20260202012954-cb029daf43ef`	间接
Go	github.com/google/s2a-go	`v0.1.9`	间接
Go	github.com/googleapis/enterprise-certificate-proxy	`v0.3.6`	间接
Go	github.com/googleapis/gax-go/v2	`v2.15.0`	间接
Go	github.com/googlecloudplatform/opentelemetry-operations-go/detectors/gcp	`v1.30.0`	间接
Go	github.com/googlecloudplatform/opentelemetry-operations-go/exporter/metric	`v0.51.0`	间接
Go	github.com/googlecloudplatform/opentelemetry-operations-go/internal/resourcemapping	`v0.51.0`	间接
Go	github.com/gophercloud/gophercloud/v2	`v2.8.0`	间接
Go	github.com/gorilla/websocket	`v1.5.4-0.20250319132907-e064f32e3674`	间接
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`v2.27.3`	间接
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`v2.28.0`	间接
Go	github.com/hashicorp/consul/api	`v1.32.0`	间接
Go	github.com/hashicorp/errwrap	`v1.1.0`	间接
Go	github.com/hashicorp/go-version	`v1.7.0`	间接
Go	github.com/hashicorp/nomad/api	`v0.0.0-20250930071859-eaa0fe0e27af`	间接
Go	github.com/hetznercloud/hcloud-go/v2	`v2.25.1`	间接
Go	github.com/inconshreveable/mousetrap	`v1.1.0`	间接
Go	github.com/ionos-cloud/sdk-go/v6	`v6.3.4`	间接
Go	github.com/jmespath/go-jmespath	`v0.4.1-0.20220621161143-b0104c826a24`	间接
Go	github.com/josharian/intern	`v1.0.0`	间接
Go	github.com/klauspost/compress	`v1.18.2`	间接
Go	github.com/kylelemons/godebug	`v1.1.0`	间接
Go	github.com/leodido/go-urn	`1.2.0`	间接
Go	github.com/leodido/go-urn	`v1.4.0`	间接
Go	github.com/linode/linodego	`v1.59.0`	间接
Go	github.com/mailru/easyjson	`v0.9.1`	间接
Go	github.com/masterminds/semver/v3	`v3.4.0`	间接
Go	github.com/mattn/go-isatty	`0.0.12`	间接
Go	github.com/mitchellh/mapstructure	`v1.5.0`	间接
Go	github.com/modern-go/concurrent	`0.0.0-20180228061459-e0a39a4cb421`	间接
Go	github.com/modern-go/concurrent	`v0.0.0-20180306012644-bacd9c7ef1dd`	间接
Go	github.com/modern-go/reflect2	`0.0.0-20180701023420-4b7aa43c6742`	间接
Go	github.com/modern-go/reflect2	`v1.0.3-0.20250322232337-35a7c28c31ee`	间接
Go	github.com/mohae/deepcopy	`v0.0.0-20170929034955-c48cc78d4826`	间接
Go	github.com/munnerz/goautoneg	`v0.0.0-20191010083416-a7dc8b61c822`	间接
Go	github.com/oasdiff/yaml	`v0.0.0-20250309154309-f31be36b4037`	间接
Go	github.com/oasdiff/yaml3	`v0.0.0-20250309153720-d2182401db90`	间接
Go	github.com/opencontainers/go-digest	`v1.0.0`	间接
Go	github.com/ovh/go-ovh	`v1.9.0`	间接
Go	github.com/parquet-go/bitpack	`v1.0.0`	间接
Go	github.com/parquet-go/jsonlite	`v1.0.0`	间接
Go	github.com/perimeterx/marshmallow	`v1.1.5`	间接
Go	github.com/pierrec/lz4/v4	`v4.1.22`	间接
Go	github.com/pkg/browser	`v0.0.0-20240102092130-5ac0b6a4141c`	间接
Go	github.com/planetscale/vtprotobuf	`v0.6.1-0.20240319094008-0393e58bdf10`	间接
Go	github.com/pmezard/go-difflib	`v1.0.1-0.20181226105442-5d4384ee4fb2`	间接
Go	github.com/prometheus/client_golang	`v1.23.2`	间接
Go	github.com/prometheus/client_golang/exp	`v0.0.0-20260108101519-fb0838f53562`	间接
Go	github.com/prometheus/otlptranslator	`v1.0.0`	间接
Go	github.com/prometheus/procfs	`v0.19.2`	间接
Go	github.com/prometheus/sigv4	`v0.2.1`	间接
Go	github.com/scaleway/scaleway-sdk-go	`v1.0.0-beta.35`	间接
Go	github.com/spiffe/go-spiffe/v2	`v2.6.0`	间接
Go	github.com/stackitcloud/stackit-sdk-go/core	`v0.17.3`	间接
Go	github.com/stoewer/go-strcase	`v1.3.1`	间接
Go	github.com/stretchr/objx	`v0.5.2`	间接
Go	github.com/tidwall/match	`v1.1.1`	间接
Go	github.com/tidwall/pretty	`v1.2.1`	间接
Go	github.com/twpayne/go-geom	`v1.6.1`	间接
Go	github.com/ugorji/go/codec	`1.1.7`	间接
Go	github.com/x448/float16	`v0.8.4`	间接
Go	go.opentelemetry.io/auto/sdk	`v1.2.1`	间接
Go	go.opentelemetry.io/collector/featuregate	`v1.42.0`	间接
Go	go.opentelemetry.io/contrib/detectors/gcp	`v1.39.0`	间接
Go	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc	`v0.61.0`	间接
Go	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp	`v0.64.0`	间接
Go	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp	`v0.65.0`	间接
Go	go.opentelemetry.io/contrib/instrumentation/runtime	`v0.64.0`	间接
Go	go.opentelemetry.io/otel	`v1.39.0`	间接
Go	go.opentelemetry.io/otel	`v1.43.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace	`v1.43.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc	`v1.43.0`	间接
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/exporters/prometheus	`v0.61.0`	间接
Go	go.opentelemetry.io/otel/exporters/stdout/stdouttrace	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/metric	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/metric	`v1.43.0`	间接
Go	go.opentelemetry.io/otel/sdk	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/sdk	`v1.43.0`	间接
Go	go.opentelemetry.io/otel/sdk/metric	`v1.39.0`	间接
Go	go.opentelemetry.io/otel/sdk/metric	`v1.43.0`	间接
Go	go.opentelemetry.io/proto/otlp	`v1.10.0`	间接
Go	go.opentelemetry.io/proto/otlp	`v1.9.0`	间接
Go	go.uber.org/automaxprocs	`v1.6.0`	间接
Go	go.uber.org/multierr	`v1.11.0`	间接
Go	go.yaml.in/yaml/v2	`v2.4.3`	间接
Go	go.yaml.in/yaml/v3	`v3.0.4`	间接
Go	golang.org/x/crypto	`0.1.0`	间接
Go	golang.org/x/crypto	`v0.49.0`	间接
Go	golang.org/x/exp	`v0.0.0-20260112195511-716be5621a96`	间接
Go	golang.org/x/mod	`v0.33.0`	间接
Go	golang.org/x/net	`v0.49.0`	间接
Go	golang.org/x/net	`v0.52.0`	间接
Go	golang.org/x/oauth2	`v0.34.0`	间接
Go	golang.org/x/oauth2	`v0.35.0`	间接
Go	golang.org/x/sync	`v0.19.0`	间接
Go	golang.org/x/sync	`v0.20.0`	间接
Go	golang.org/x/sys	`0.1.0`	间接
Go	golang.org/x/sys	`v0.40.0`	间接
Go	golang.org/x/sys	`v0.42.0`	间接
Go	golang.org/x/term	`v0.39.0`	间接
Go	golang.org/x/term	`v0.41.0`	间接
Go	golang.org/x/text	`v0.33.0`	间接
Go	golang.org/x/text	`v0.35.0`	间接
Go	golang.org/x/time	`v0.11.0`	间接
Go	golang.org/x/time	`v0.15.0`	间接
Go	golang.org/x/tools	`v0.42.0`	间接
Go	google.golang.org/genproto	`v0.0.0-20250603155806-513f23925822`	间接
Go	google.golang.org/genproto/googleapis/api	`v0.0.0-20251202230838-ff82c1b0f217`	间接
Go	google.golang.org/genproto/googleapis/api	`v0.0.0-20260401024825-9d38bb4040a9`	间接
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20251202230838-ff82c1b0f217`	间接
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20260401024825-9d38bb4040a9`	间接
Go	gopkg.in/evanphx/json-patch.v4	`v4.13.0`	间接
Go	gopkg.in/go-playground/assert.v1	`v1.2.1`	间接
Go	gopkg.in/inf.v0	`v0.9.1`	间接
Go	gopkg.in/yaml.v2	`2.2.8`	间接
Go	gopkg.in/yaml.v2	`v2.4.0`	间接
Go	gopkg.in/yaml.v3	`v3.0.1`	间接
Go	k8s.io/gengo/v2	`v2.0.0-20250922181213-ec3ebc5fd46b`	间接
Go	sigs.k8s.io/apiserver-network-proxy/konnectivity-client	`v0.31.2`	间接
Go	sigs.k8s.io/json	`v0.0.0-20241014173422-cfa47c3a1cc8`	间接
Go	sigs.k8s.io/json	`v0.0.0-20250730193827-2d320260d730`	间接
Go	sigs.k8s.io/randfill	`v1.0.0`	间接
Go	sigs.k8s.io/structured-merge-diff/v6	`v6.3.0`	间接
Go	sigs.k8s.io/structured-merge-diff/v6	`v6.3.2`	间接
PyPI	absl-py	`2.2.2`	间接
PyPI	absl-py	`2.4.0`	间接
PyPI	accelerate	`1.13.0`	间接
PyPI	accelerate	`1.6.0`	间接
PyPI	adagio	`0.2.6`	间接
PyPI	adversarial-robustness-toolbox	`1.19.1`	间接
PyPI	aif360	`—`	间接
PyPI	aif360	`0.6.1`	间接
PyPI	aifserver	`0.20.0rc0`	间接
PyPI	aiohappyeyeballs	`2.6.1`	间接
PyPI	aiohappyeyeballs	`2.7.1`	间接
PyPI	aiohttp	`3.12.15`	间接
PyPI	aiohttp	`3.13.5`	间接
PyPI	aiohttp	`3.14.1`	间接
PyPI	aiohttp-cors	`0.8.1`	间接
PyPI	aiosignal	`1.4.0`	间接
PyPI	alembic	`1.18.4`	间接
PyPI	alibi	`—`	间接
PyPI	alibi	`0.9.6`	间接
PyPI	alibi-detect	`—`	间接
PyPI	alibiexplainer	`0.18.0rc1`	间接
PyPI	annotated-doc	`0.0.4`	间接
PyPI	annotated-types	`0.7.0`	间接
PyPI	anthropic	`0.71.0`	间接
PyPI	anyio	`4.12.1`	间接
PyPI	anyio	`4.13.0`	间接
PyPI	anyio	`4.9.0`	间接
PyPI	apache-tvm-ffi	`0.1.9`	间接
PyPI	artserver	`0.20.0rc0`	间接
PyPI	asgi-logger	`0.1.0`	间接
PyPI	asgiref	`3.8.1`	间接
PyPI	astor	`0.8.1`	间接
PyPI	astunparse	`1.6.3`	间接
PyPI	async-timeout	`5.0.1`	间接
PyPI	attrs	`23.2.0`	间接
PyPI	attrs	`25.3.0`	间接
PyPI	attrs	`25.4.0`	间接
PyPI	attrs	`26.1.0`	间接
PyPI	autogluon-common	`1.5.0`	间接
PyPI	autogluon-core	`1.5.0`	间接
PyPI	autogluon-features	`1.5.0`	间接
PyPI	autogluon-tabular	`1.5.0`	间接
PyPI	autogluon-timeseries	`1.5.0`	间接
PyPI	autogluonserver	`0.1.0`	间接
PyPI	avro	`1.12.0`	间接
PyPI	azure-core	`1.38.1`	间接
PyPI	azure-core	`1.39.0`	间接
PyPI	azure-core	`1.41.0`	间接
PyPI	azure-identity	`1.21.0`	间接
PyPI	azure-identity	`1.23.0`	间接
PyPI	azure-identity	`1.25.2`	间接
PyPI	azure-identity	`1.25.3`	间接
PyPI	azure-storage-blob	`12.25.1`	间接
PyPI	azure-storage-blob	`12.28.0`	间接
PyPI	azure-storage-file-share	`12.21.0`	间接
PyPI	azure-storage-file-share	`12.24.0`	间接
PyPI	beartype	`0.22.9`	间接
PyPI	bitsandbytes	`0.45.5`	间接
PyPI	black	`24.3.0`	间接
PyPI	black	`26.5.1`	间接
PyPI	blake3	`1.0.4`	间接
PyPI	blis	`0.7.11`	间接
PyPI	blis	`1.3.3`	间接
PyPI	boto3	`1.37.34`	间接
PyPI	boto3	`1.37.35`	间接
PyPI	boto3	`1.38.33`	间接
PyPI	boto3	`1.42.50`	间接
PyPI	boto3	`1.42.97`	间接
PyPI	botocore	`1.37.34`	间接
PyPI	botocore	`1.37.35`	间接
PyPI	botocore	`1.38.33`	间接
PyPI	botocore	`1.42.50`	间接
PyPI	botocore	`1.42.97`	间接
PyPI	cachetools	`5.5.2`	间接
PyPI	catalogue	`2.0.10`	间接
PyPI	catboost	`1.2.8`	间接
PyPI	cbor2	`5.7.1`	间接
PyPI	cbor2	`6.1.3`	间接
PyPI	certifi	`2025.1.31`	间接
PyPI	certifi	`2025.4.26`	间接
PyPI	certifi	`2026.1.4`	间接
PyPI	certifi	`2026.4.22`	间接
PyPI	cffi	`2.0.0`	间接
PyPI	cffi	`2.1.0`	间接
PyPI	charset-normalizer	`3.4.1`	间接
PyPI	charset-normalizer	`3.4.2`	间接
PyPI	charset-normalizer	`3.4.4`	间接
PyPI	charset-normalizer	`3.4.7`	间接
PyPI	chronos-forecasting	`2.2.2`	间接
PyPI	click	`8.1.8`	间接
PyPI	click	`8.2.1`	间接
PyPI	click	`8.3.3`	间接
PyPI	click	`8.4.2`	间接
PyPI	cloudevents	`1.11.0`	间接
PyPI	cloudevents	`1.11.1`	间接
PyPI	cloudevents	`1.12.0`	间接
PyPI	cloudevents	`1.12.1`	间接
PyPI	cloudpathlib	`0.23.0`	间接
PyPI	cloudpickle	`3.1.1`	间接
PyPI	cloudpickle	`3.1.2`	间接
PyPI	colorama	`0.4.6`	间接
PyPI	colorful	`0.5.6`	间接
PyPI	colorlog	`6.10.1`	间接
PyPI	compressed-tensors	`0.17.0`	间接
PyPI	confection	`0.1.5`	间接
PyPI	contourpy	`1.3.2`	间接
PyPI	contourpy	`1.3.3`	间接
PyPI	coreforecast	`0.0.16`	间接
PyPI	coverage	`7.13.4`	间接
PyPI	coverage	`7.13.5`	间接
PyPI	coverage	`7.8.0`	间接
PyPI	cryptography	`46.0.5`	间接
PyPI	cryptography	`47.0.0`	间接
PyPI	cryptography	`49.0.0`	间接
PyPI	cuda-bindings	`12.9.4`	间接
PyPI	cuda-bindings	`13.0.3`	间接
PyPI	cuda-pathfinder	`1.3.2`	间接
PyPI	cuda-python	`12.9.4`	间接
PyPI	cuda-python	`13.0.3`	间接
PyPI	cuda-tile	`1.3.0`	间接
PyPI	cuda-toolkit	`13.0.2`	间接
PyPI	custom-model	`0.20.0rc0`	间接
PyPI	custom-tokenizer	`0.20.0rc0`	间接
PyPI	custom-transformer	`0.20.0rc0`	间接
PyPI	cycler	`0.12.1`	间接
PyPI	cymem	`2.0.13`	间接
PyPI	decorator	`5.2.1`	间接
PyPI	deprecation	`2.1.0`	间接
PyPI	depyf	`0.20.0`	间接
PyPI	dill	`—`	间接
PyPI	dill	`0.3.9`	间接
PyPI	dill	`0.4.0`	间接
PyPI	diskcache	`5.6.3`	间接
PyPI	distlib	`0.3.9`	间接
PyPI	distro	`1.9.0`	间接
PyPI	dnspython	`2.7.0`	间接
PyPI	docstring-parser	`0.17.0`	间接
PyPI	dulwich	`1.0.0`	间接
PyPI	dulwich	`1.1.0`	间接
PyPI	dulwich	`1.2.0`	间接
PyPI	dulwich	`1.2.10`	间接
PyPI	durationpy	`0.10`	间接
PyPI	durationpy	`0.9`	间接
PyPI	einops	`0.8.1`	间接
PyPI	einops	`0.8.2`	间接
PyPI	email-validator	`2.2.0`	间接
PyPI	error-404-isvc	`0.20.0rc0`	间接
PyPI	exceptiongroup	`1.2.2`	间接
PyPI	exceptiongroup	`1.3.0`	间接
PyPI	exceptiongroup	`1.3.1`	间接
PyPI	execnet	`2.1.1`	间接
PyPI	fastai	`2.8.5`	间接
PyPI	fastapi	`0.136.1`	间接
PyPI	fastapi	`0.136.3`	间接
PyPI	fastapi-cli	`0.0.16`	间接
PyPI	fastapi-cloud-cli	`0.5.1`	间接
PyPI	fastar	`0.11.0`	间接
PyPI	fastcore	`1.8.18`	间接
PyPI	fastdownload	`0.0.7`	间接
PyPI	fastprogress	`1.0.5`	间接
PyPI	fastsafetensors	`0.3.3`	间接
PyPI	fasttransform	`0.0.2`	间接
PyPI	filelock	`3.18.0`	间接
PyPI	filelock	`3.24.2`	间接
PyPI	filelock	`3.29.0`	间接
PyPI	flashinfer-cubin	`0.6.12`	间接
PyPI	flashinfer-python	`0.6.12`	间接
PyPI	flatbuffers	`25.12.19`	间接
PyPI	fonttools	`4.57.0`	间接
PyPI	fonttools	`4.61.1`	间接
PyPI	fonttools	`4.62.1`	间接
PyPI	frozenlist	`1.5.0`	间接
PyPI	frozenlist	`1.6.0`	间接
PyPI	frozenlist	`1.7.0`	间接
PyPI	frozenlist	`1.8.0`	间接
PyPI	fsspec	`2025.3.2`	间接
PyPI	fsspec	`2025.5.1`	间接
PyPI	fsspec	`2026.2.0`	间接
PyPI	fsspec	`2026.3.0`	间接
PyPI	fugue	`0.9.7`	间接
PyPI	gast	`0.7.0`	间接
PyPI	gluonts	`0.16.2`	间接
PyPI	google-api-core	`2.24.2`	间接
PyPI	google-api-core	`2.25.0`	间接
PyPI	google-api-core	`2.29.0`	间接
PyPI	google-api-core	`2.30.3`	间接
PyPI	google-auth	`2.39.0`	间接
PyPI	google-auth	`2.40.2`	间接
PyPI	google-auth	`2.40.3`	间接
PyPI	google-auth	`2.48.0`	间接
PyPI	google-auth	`2.49.2`	间接
PyPI	google-cloud-core	`2.4.3`	间接
PyPI	google-cloud-core	`2.5.0`	间接
PyPI	google-cloud-core	`2.5.1`	间接
PyPI	google-cloud-storage	`2.19.0`	间接
PyPI	google-crc32c	`1.7.1`	间接
PyPI	google-crc32c	`1.8.0`	间接
PyPI	google-pasta	`0.2.0`	间接
PyPI	google-resumable-media	`2.7.2`	间接
PyPI	google-resumable-media	`2.8.0`	间接
PyPI	google-resumable-media	`2.8.2`	间接
PyPI	googleapis-common-protos	`1.70.0`	间接
PyPI	googleapis-common-protos	`1.72.0`	间接
PyPI	googleapis-common-protos	`1.74.0`	间接
PyPI	graphviz	`0.21`	间接
PyPI	greenlet	`3.3.2`	间接
PyPI	grpc-interceptor	`0.15.4`	间接
PyPI	grpcio	`1.74.0`	间接
PyPI	grpcio	`1.78.0`	间接
PyPI	grpcio	`1.78.1`	间接
PyPI	grpcio	`1.80.0`	间接
PyPI	grpcio-testing	`1.78.1`	间接
PyPI	grpcio-tools	`1.74.0`	间接
PyPI	grpcio-tools	`1.78.0`	间接
PyPI	grpcio-tools	`1.78.1`	间接
PyPI	grpcio-tools	`1.80.0`	间接
PyPI	h11	`0.16.0`	间接
PyPI	h5py	`3.10.0`	间接
PyPI	h5py	`3.14.0`	间接
PyPI	hf-transfer	`0.1.9`	间接
PyPI	hf-xet	`1.4.3`	间接
PyPI	hf-xet	`1.5.1`	间接
PyPI	httpcore	`1.0.9`	间接
PyPI	httptools	`0.6.4`	间接
PyPI	httptools	`0.7.1`	间接
PyPI	httpx	`0.27.2`	间接
PyPI	httpx	`0.28.1`	间接
PyPI	httpx-retries	`0.4.5`	间接
PyPI	httpx-sse	`0.4.3`	间接
PyPI	huggingface-hub	`0.32.4`	间接
PyPI	huggingface-hub	`0.36.2`	间接
PyPI	huggingface-hub	`1.12.0`	间接
PyPI	huggingface-hub	`1.22.0`	间接
PyPI	huggingfaceserver	`0.20.0rc0`	间接
PyPI	humming-kernels	`0.1.6`	间接
PyPI	idna	`3.10`	间接
PyPI	idna	`3.11`	间接
PyPI	idna	`3.13`	间接
PyPI	ijson	`3.4.0.post0`	间接
PyPI	imageio	`2.37.3`	间接
PyPI	importlib-metadata	`8.0.0`	间接
PyPI	importlib-metadata	`8.7.1`	间接
PyPI	iniconfig	`2.1.0`	间接
PyPI	iniconfig	`2.3.0`	间接
PyPI	interegular	`0.3.3`	间接
PyPI	isodate	`0.7.2`	间接
PyPI	jinja2	`3.1.6`	间接
PyPI	jiter	`0.12.0`	间接
PyPI	jiter	`0.13.0`	间接
PyPI	jmespath	`1.0.1`	间接
PyPI	jmespath	`1.1.0`	间接
PyPI	joblib	`1.4.2`	间接
PyPI	joblib	`1.5.3`	间接
PyPI	jpmml-evaluator	`0.10.5`	间接
PyPI	jpype1	`1.5.2`	间接
PyPI	jsonschema	`4.23.0`	间接
PyPI	jsonschema-specifications	`2024.10.1`	间接
PyPI	jsonschema-specifications	`2025.4.1`	间接
PyPI	jupyter	`—`	间接
PyPI	jwcrypto	`1.5.7`	间接
PyPI	keras	`3.12.1`	间接
PyPI	keras	`3.14.0`	间接
PyPI	keras	`3.9.2`	间接
PyPI	kiwisolver	`1.4.8`	间接
PyPI	kiwisolver	`1.4.9`	间接
PyPI	kiwisolver	`1.5.0`	间接
PyPI	kserve	`—`	间接
PyPI	kserve	`0.14.1`	间接
PyPI	kserve	`0.20.0rc0`	间接
PyPI	kserve	`0.20.0rc0rc1`	间接
PyPI	kserve-storage	`0.18.0rc1`	间接
PyPI	kserve-storage	`0.20.0rc0`	间接
PyPI	kubernetes	`32.0.1`	间接
PyPI	kubernetes	`35.0.0`	间接
PyPI	langcodes	`3.5.1`	间接
PyPI	lark	`1.2.2`	间接
PyPI	lazy-loader	`0.5`	间接
PyPI	lgbserver	`0.20.0rc0`	间接
PyPI	libclang	`18.1.1`	间接
PyPI	lightgbm	`4.6.0`	间接
PyPI	lightning	`2.5.6`	间接
PyPI	lightning-utilities	`0.15.3`	间接
PyPI	llguidance	`1.7.6`	间接
PyPI	llvmlite	`0.42.0`	间接
PyPI	llvmlite	`0.46.0`	间接
PyPI	llvmlite	`0.47.0`	间接
PyPI	lm-format-enforcer	`0.11.3`	间接
PyPI	loguru	`0.7.3`	间接
PyPI	mako	`1.3.10`	间接
PyPI	markdown	`3.10.2`	间接
PyPI	markdown-it-py	`3.0.0`	间接
PyPI	markdown-it-py	`4.0.0`	间接
PyPI	markupsafe	`3.0.2`	间接
PyPI	markupsafe	`3.0.3`	间接
PyPI	matplotlib	`—`	间接
PyPI	matplotlib	`3.10.1`	间接
PyPI	matplotlib	`3.10.8`	间接
PyPI	matplotlib	`3.10.9`	间接
PyPI	mcp	`1.26.0`	间接
PyPI	mdurl	`0.1.2`	间接
PyPI	mistral-common	`1.11.5`	间接
PyPI	ml-dtypes	`0.5.1`	间接
PyPI	ml-dtypes	`0.5.4`	间接
PyPI	mlforecast	`0.14.0`	间接
PyPI	model-hosting-container-standards	`0.1.16`	间接
PyPI	modelscope	`1.38.1`	间接
PyPI	modelscope-hub	`0.1.7`	间接
PyPI	mpmath	`1.3.0`	间接
PyPI	msal	`1.32.3`	间接
PyPI	msal	`1.36.0`	间接
PyPI	msal	`1.37.0`	间接
PyPI	msal-extensions	`1.3.1`	间接
PyPI	msgpack	`1.1.0`	间接
PyPI	msgspec	`0.19.0`	间接
PyPI	multidict	`6.4.3`	间接
PyPI	multidict	`6.6.4`	间接
PyPI	multidict	`6.7.1`	间接
PyPI	murmurhash	`1.0.15`	间接
PyPI	mypy	`—`	间接
PyPI	mypy	`0.991`	间接
PyPI	mypy-extensions	`1.0.0`	间接
PyPI	mypy-extensions	`1.1.0`	间接
PyPI	namex	`0.0.8`	间接
PyPI	namex	`0.1.0`	间接
PyPI	narwhals	`2.16.0`	间接
PyPI	nest-asyncio	`1.4.3`	间接
PyPI	nest-asyncio	`1.6.0`	间接
PyPI	networkx	`3.4.2`	间接
PyPI	networkx	`3.6.1`	间接
PyPI	ninja	`1.11.1.4`	间接
PyPI	numba	`—`	间接
PyPI	numba	`0.59.1`	间接
PyPI	numba	`0.64.0`	间接
PyPI	numba	`0.65.0`	间接
PyPI	numpy	`—`	间接
PyPI	numpy	`1.26.4`	间接
PyPI	numpy	`2.1.3`	间接
PyPI	numpy	`2.2.4`	间接
PyPI	numpy	`2.2.5`	间接
PyPI	numpy	`2.2.6`	间接
PyPI	numpy	`2.4.4`	间接
PyPI	nvidia-cublas	`13.1.0.3`	间接
PyPI	nvidia-cublas-cu12	`12.8.4.1`	间接
PyPI	nvidia-cuda-cccl	`13.3.3.4.1`	间接
PyPI	nvidia-cuda-crt	`13.3.73`	间接
PyPI	nvidia-cuda-cupti	`13.0.85`	间接
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	间接
PyPI	nvidia-cuda-nvcc	`13.2.78`	间接
PyPI	nvidia-cuda-nvrtc	`13.0.88`	间接
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	间接
PyPI	nvidia-cuda-runtime	`13.0.96`	间接
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	间接
PyPI	nvidia-cuda-tileiras	`13.2.78`	间接
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	间接
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	间接
PyPI	nvidia-cudnn-frontend	`1.26.0`	间接
PyPI	nvidia-cufft	`12.0.0.61`	间接
PyPI	nvidia-cufft-cu12	`11.3.3.83`	间接
PyPI	nvidia-cufile	`1.15.1.6`	间接
PyPI	nvidia-cufile-cu12	`1.13.1.3`	间接
PyPI	nvidia-curand	`10.4.0.35`	间接
PyPI	nvidia-curand-cu12	`10.3.9.90`	间接
PyPI	nvidia-cusolver	`12.0.4.66`	间接
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	间接
PyPI	nvidia-cusparse	`12.6.3.3`	间接
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	间接
PyPI	nvidia-cusparselt-cu12	`0.7.1`	间接
PyPI	nvidia-cusparselt-cu13	`0.8.0`	间接
PyPI	nvidia-cutlass-dsl	`4.5.2`	间接
PyPI	nvidia-cutlass-dsl-libs-base	`4.5.2`	间接
PyPI	nvidia-cutlass-dsl-libs-cu13	`4.5.2`	间接
PyPI	nvidia-ml-py	`13.580.82`	间接
PyPI	nvidia-nccl-cu12	`2.26.2.post1`	间接
PyPI	nvidia-nccl-cu12	`2.27.5`	间接
PyPI	nvidia-nccl-cu12	`2.30.4`	间接
PyPI	nvidia-nccl-cu13	`2.28.9`	间接
PyPI	nvidia-nvjitlink	`13.0.88`	间接
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	间接
PyPI	nvidia-nvshmem-cu12	`3.3.20`	间接
PyPI	nvidia-nvshmem-cu13	`3.4.5`	间接
PyPI	nvidia-nvtx	`13.0.85`	间接
PyPI	nvidia-nvtx-cu12	`12.8.90`	间接
PyPI	nvidia-nvvm	`13.2.78`	间接
PyPI	oauthlib	`3.2.2`	间接
PyPI	oauthlib	`3.3.1`	间接
PyPI	openai	`2.31.0`	间接
PyPI	openai	`2.8.1`	间接
PyPI	openai-harmony	`0.0.8`	间接
PyPI	opencensus	`0.11.4`	间接
PyPI	opencensus-context	`0.1.3`	间接
PyPI	opencv-python	`4.11.0.86`	间接
PyPI	opencv-python-headless	`4.13.0.92`	间接
PyPI	opencv-python-headless	`4.7.0.72`	间接
PyPI	opentelemetry-api	`1.38.0`	间接
PyPI	opentelemetry-api	`1.40.0`	间接
PyPI	opentelemetry-exporter-otlp	`1.38.0`	间接
PyPI	opentelemetry-exporter-otlp	`1.40.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-common	`1.38.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-common	`1.40.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.38.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.40.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-http	`1.38.0`	间接
PyPI	opentelemetry-exporter-otlp-proto-http	`1.40.0`	间接
PyPI	opentelemetry-exporter-prometheus	`1.12.0rc1`	间接
PyPI	opentelemetry-proto	`1.38.0`	间接
PyPI	opentelemetry-proto	`1.40.0`	间接
PyPI	opentelemetry-sdk	`1.38.0`	间接
PyPI	opentelemetry-sdk	`1.40.0`	间接
PyPI	opentelemetry-semantic-conventions	`0.59b0`	间接
PyPI	opentelemetry-semantic-conventions	`0.61b0`	间接
PyPI	opentelemetry-semantic-conventions-ai	`0.5.1`	间接
PyPI	opt-einsum	`3.3.0`	间接
PyPI	opt-einsum	`3.4.0`	间接
PyPI	optree	`0.15.0`	间接
PyPI	optree	`0.19.0`	间接
PyPI	optuna	`4.8.0`	间接
PyPI	orjson	`3.11.7`	间接
PyPI	orjson	`3.11.8`	间接
PyPI	orjson	`3.11.9`	间接
PyPI	outlines-core	`0.2.14`	间接
PyPI	packaging	`24.2`	间接
PyPI	packaging	`25.0`	间接
PyPI	packaging	`26.0`	间接
PyPI	packaging	`26.2`	间接
PyPI	paddlepaddle	`3.0.0`	间接
PyPI	paddleserver	`0.20.0rc0`	间接
PyPI	pandas	`—`	间接
PyPI	pandas	`2.2.3`	间接
PyPI	pandas	`2.3.3`	间接
PyPI	partial-json-parser	`0.2.1.1.post5`	间接
PyPI	pathspec	`0.12.1`	间接
PyPI	pathspec	`1.0.4`	间接
PyPI	pathspec	`1.1.1`	间接
PyPI	patsy	`1.0.2`	间接
PyPI	peft	`0.17.1`	间接
PyPI	pillow	`—`	间接
PyPI	pillow	`10.4.0`	间接
PyPI	pillow	`11.2.1`	间接
PyPI	pillow	`12.1.1`	间接
PyPI	pillow	`12.2.0`	间接
PyPI	pip	`26.0.1`	间接
PyPI	platformdirs	`4.3.7`	间接
PyPI	platformdirs	`4.9.2`	间接
PyPI	platformdirs	`4.9.6`	间接
PyPI	plotly	`—`	间接
PyPI	plotly	`6.5.2`	间接
PyPI	pluggy	`1.5.0`	间接
PyPI	pluggy	`1.6.0`	间接
PyPI	plum-dispatch	`2.6.1`	间接
PyPI	pmmlserver	`0.20.0rc0`	间接
PyPI	portforward	`0.7.1`	间接
PyPI	predictiveserver	`0.20.0rc0`	间接
PyPI	preshed	`3.0.12`	间接
PyPI	preshed	`3.0.13`	间接
PyPI	prometheus-client	`0.21.1`	间接
PyPI	prometheus-client	`0.22.0`	间接
PyPI	prometheus-client	`0.24.1`	间接
PyPI	prometheus-client	`0.25.0`	间接
PyPI	prometheus-fastapi-instrumentator	`8.0.0`	间接
PyPI	prometheus-fastapi-instrumentator	`8.0.2`	间接
PyPI	propcache	`0.3.1`	间接
PyPI	propcache	`0.3.2`	间接
PyPI	propcache	`0.4.1`	间接
PyPI	propcache	`0.5.2`	间接
PyPI	proto-plus	`1.26.1`	间接
PyPI	proto-plus	`1.27.1`	间接
PyPI	proto-plus	`1.27.2`	间接
PyPI	protobuf	`—`	间接
PyPI	protobuf	`6.31.1`	间接
PyPI	protobuf	`6.33.5`	间接
PyPI	protobuf	`6.33.6`	间接
PyPI	psutil	`5.9.8`	间接
PyPI	py-cpuinfo	`9.0.0`	间接
PyPI	py-spy	`0.4.0`	间接
PyPI	py4j	`0.10.9.9`	间接
PyPI	pyarrow	`19.0.1`	间接
PyPI	pyarrow	`20.0.0`	间接
PyPI	pyasn	`1.6.2`	间接
PyPI	pyasn1	`0.6.3`	间接
PyPI	pyasn1-modules	`0.4.2`	间接
PyPI	pybase64	`1.4.1`	间接
PyPI	pycountry	`24.6.1`	间接
PyPI	pycparser	`2.22`	间接
PyPI	pycparser	`3.0`	间接
PyPI	pydantic	`2.11.3`	间接
PyPI	pydantic	`2.11.5`	间接
PyPI	pydantic	`2.12.4`	间接
PyPI	pydantic	`2.12.5`	间接
PyPI	pydantic	`2.13.3`	间接
PyPI	pydantic-core	`2.33.1`	间接
PyPI	pydantic-core	`2.33.2`	间接
PyPI	pydantic-core	`2.41.5`	间接
PyPI	pydantic-core	`2.46.3`	间接
PyPI	pydantic-extra-types	`2.10.6`	间接
PyPI	pydantic-settings	`2.13.1`	间接
PyPI	pyelftools	`0.33`	间接
PyPI	pygments	`2.19.1`	间接
PyPI	pygments	`2.19.2`	间接
PyPI	pygments	`2.20.0`	间接
PyPI	pyjnius	`1.6.1`	间接
PyPI	pyjwt	`2.12.1`	间接
PyPI	pyjwt	`2.13.0`	间接
PyPI	pyparsing	`3.2.3`	间接
PyPI	pyparsing	`3.3.2`	间接
PyPI	pytest	`—`	间接
PyPI	pytest	`7.4.4`	间接
PyPI	pytest-asyncio	`0.23.8`	间接
PyPI	pytest-cov	`4.1.0`	间接
PyPI	pytest-cov	`5.0.0`	间接
PyPI	pytest-httpx	`0.30.0`	间接
PyPI	pytest-json-report	`1.5.0`	间接
PyPI	pytest-metadata	`3.1.1`	间接
PyPI	pytest-tornasync	`—`	间接
PyPI	pytest-xdist	`3.6.1`	间接
PyPI	python-3-9-13	`—`	间接
PyPI	python-dateutil	`2.9.0.post0`	间接
PyPI	python-dotenv	`1.1.0`	间接
PyPI	python-dotenv	`1.2.1`	间接
PyPI	python-dotenv	`1.2.2`	间接
PyPI	python-json-logger	`3.3.0`	间接
PyPI	python-multipart	`0.0.27`	间接
PyPI	python-multipart	`0.0.32`	间接
PyPI	pytokens	`0.4.1`	间接
PyPI	pytorch-lightning	`2.6.1`	间接
PyPI	pytz	`2025.2`	间接
PyPI	pytz	`2026.1.post1`	间接
PyPI	pywin32	`311`	间接
PyPI	pyyaml	`—`	间接
PyPI	pyyaml	`6.0.2`	间接
PyPI	pyyaml	`6.0.3`	间接
PyPI	pyzmq	`26.4.0`	间接
PyPI	quack-kernels	`0.4.1`	间接
PyPI	ray	`2.44.1`	间接
PyPI	ray	`2.52.0`	间接
PyPI	referencing	`0.36.2`	间接
PyPI	regex	`2026.2.28`	间接
PyPI	regex	`2026.4.4`	间接
PyPI	regex	`2026.6.28`	间接
PyPI	requests	`—`	间接
PyPI	requests	`2.32.3`	间接
PyPI	requests	`2.32.4`	间接
PyPI	requests	`2.32.5`	间接
PyPI	requests	`2.33.1`	间接
PyPI	requests-oauthlib	`2.0.0`	间接
PyPI	rich	`14.0.0`	间接
PyPI	rich	`14.3.2`	间接
PyPI	rich	`15.0.0`	间接
PyPI	rich-toolkit	`0.16.0`	间接
PyPI	rignore	`0.7.6`	间接
PyPI	rpds-py	`0.24.0`	间接
PyPI	rsa	`4.9.1`	间接
PyPI	s3transfer	`0.11.4`	间接
PyPI	s3transfer	`0.13.0`	间接
PyPI	s3transfer	`0.16.0`	间接
PyPI	s3transfer	`0.16.1`	间接
PyPI	safetensors	`0.7.0`	间接
PyPI	safetensors	`0.8.0`	间接
PyPI	scikit-image	`—`	间接
PyPI	scikit-image	`0.22.0`	间接
PyPI	scikit-learn	`—`	间接
PyPI	scikit-learn	`1.5.2`	间接
PyPI	scikit-learn	`1.6.1`	间接
PyPI	scikit-learn	`1.7.2`	间接
PyPI	scipy	`1.15.2`	间接
PyPI	scipy	`1.15.3`	间接
PyPI	scipy	`1.16.3`	间接
PyPI	scipy	`1.17.1`	间接
PyPI	sentencepiece	`0.2.0`	间接
PyPI	sentencepiece	`0.2.1`	间接
PyPI	sentry-sdk	`2.45.0`	间接
PyPI	setproctitle	`1.3.7`	间接
PyPI	setuptools	`70.3.0`	间接
PyPI	setuptools	`78.1.0`	间接
PyPI	setuptools	`80.10.2`	间接
PyPI	setuptools	`80.9.0`	间接
PyPI	setuptools	`82.0.0`	间接
PyPI	setuptools	`82.0.1`	间接
PyPI	shap	`0.43.0`	间接
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PyPI	six	`1.17.0`	间接
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PyPI	smart-open	`7.5.0`	间接
PyPI	smart-open	`7.6.0`	间接
PyPI	sniffio	`1.3.1`	间接
PyPI	spacy	`3.7.5`	间接
PyPI	spacy	`3.8.11`	间接
PyPI	spacy-legacy	`3.0.12`	间接
PyPI	spacy-loggers	`1.0.5`	间接
PyPI	spacy-lookups-data	`1.0.5`	间接
PyPI	sqlalchemy	`2.0.48`	间接
PyPI	srsly	`2.5.2`	间接
PyPI	srsly	`2.5.3`	间接
PyPI	sse-starlette	`3.2.0`	间接
PyPI	starlette	`0.49.1`	间接
PyPI	starlette	`1.2.1`	间接
PyPI	starlette	`1.3.1`	间接
PyPI	statsforecast	`2.0.1`	间接
PyPI	statsmodels	`0.14.6`	间接
PyPI	success-200-isvc	`0.20.0rc0`	间接
PyPI	supervisor	`4.3.0`	间接
PyPI	sympy	`1.14.0`	间接
PyPI	tabulate	`0.10.0`	间接
PyPI	tabulate	`0.9.0`	间接
PyPI	tensorboard	`2.20.0`	间接
PyPI	tensorboard-data-server	`0.7.2`	间接
PyPI	tensorflow	`2.21.0`	间接
PyPI	tensorflow-io-gcs-filesystem	`0.37.1`	间接
PyPI	termcolor	`3.3.0`	间接
PyPI	thinc	`8.2.5`	间接
PyPI	thinc	`8.3.10`	间接
PyPI	threadpoolctl	`3.6.0`	间接
PyPI	tifffile	`2025.5.10`	间接
PyPI	tifffile	`2026.3.3`	间接
PyPI	tiktoken	`0.9.0`	间接
PyPI	tilelang	`0.1.9`	间接
PyPI	timing-asgi	`0.3.1`	间接
PyPI	timing-asgi	`0.3.2`	间接
PyPI	tokenizers	`0.22.1`	间接
PyPI	tokenizers	`0.22.2`	间接
PyPI	tokenspeed-mla	`0.1.2`	间接
PyPI	tokenspeed-triton	`3.7.10.post20260531`	间接
PyPI	tomli	`2.2.1`	间接
PyPI	tomli	`2.4.0`	间接
PyPI	tomli	`2.4.1`	间接
PyPI	tomlkit	`0.13.2`	间接
PyPI	toolz	`0.12.1`	间接
PyPI	torch	`2.11.0`	间接
PyPI	torch	`2.11.0+cpu`	间接
PyPI	torch	`2.9.1`	间接
PyPI	torch-c-dlpack-ext	`0.1.5`	间接
PyPI	torchaudio	`2.11.0`	间接
PyPI	torchmetrics	`1.9.0`	间接
PyPI	torchvision	`0.24.1`	间接
PyPI	torchvision	`0.26.0`	间接
PyPI	torchvision	`0.26.0+cpu`	间接
PyPI	tqdm	`—`	间接
PyPI	tqdm	`4.67.1`	间接
PyPI	tqdm	`4.67.3`	间接
PyPI	transformers	`—`	间接
PyPI	transformers	`4.57.6`	间接
PyPI	transformers	`5.13.0`	间接
PyPI	triad	`1.0.2`	间接
PyPI	triton	`3.5.1`	间接
PyPI	triton	`3.6.0`	间接
PyPI	typer	`0.15.2`	间接
PyPI	typer	`0.24.0`	间接
PyPI	typer	`0.25.0`	间接
PyPI	typer-slim	`0.24.0`	间接
PyPI	typing-extensions	`4.13.2`	间接
PyPI	typing-extensions	`4.14.0`	间接
PyPI	typing-extensions	`4.15.0`	间接
PyPI	typing-inspection	`0.4.2`	间接
PyPI	tzdata	`2025.2`	间接
PyPI	tzdata	`2025.3`	间接
PyPI	tzdata	`2026.2`	间接
PyPI	urllib3	`2.4.0`	间接
PyPI	urllib3	`2.6.3`	间接
PyPI	urllib3	`2.7.0`	间接
PyPI	utilsforecast	`0.2.11`	间接
PyPI	uvicorn	`0.34.1`	间接
PyPI	uvicorn	`0.34.2`	间接
PyPI	uvicorn	`0.41.0`	间接
PyPI	uvicorn	`0.46.0`	间接
PyPI	uvloop	`0.21.0`	间接
PyPI	uvloop	`0.22.1`	间接
PyPI	virtualenv	`20.30.0`	间接
PyPI	vllm	`0.24.0`	间接
PyPI	wasabi	`1.1.3`	间接
PyPI	watchfiles	`1.0.5`	间接
PyPI	watchfiles	`1.1.1`	间接
PyPI	weasel	`0.4.3`	间接
PyPI	websocket-client	`1.8.0`	间接
PyPI	websocket-client	`1.9.0`	间接
PyPI	websockets	`15.0.1`	间接
PyPI	websockets	`16.0`	间接
PyPI	werkzeug	`3.1.6`	间接
PyPI	wheel	`0.47.0`	间接
PyPI	win32-setctime	`1.2.0`	间接
PyPI	window-ops	`0.0.15`	间接
PyPI	wrapt	`1.17.2`	间接
PyPI	wrapt	`2.1.1`	间接
PyPI	wrapt	`2.1.2`	间接
PyPI	xgboost	`2.1.4`	间接
PyPI	xgboost	`3.1.3`	间接
PyPI	xgbserver	`0.20.0rc0`	间接
PyPI	xgrammar	`0.2.3`	间接
PyPI	yarl	`1.19.0`	间接
PyPI	yarl	`1.20.0`	间接
PyPI	yarl	`1.20.1`	间接
PyPI	yarl	`1.22.0`	间接
PyPI	yarl	`1.23.0`	间接
PyPI	yarl	`1.24.2`	间接
PyPI	z3-solver	`4.15.4.0`	间接
PyPI	zipp	`3.21.0`	间接
PyPI	zipp	`3.23.0`	间接

原始 JSON 报告机器可读

{
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                "key": "one_command_bootstrap",
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                "detail": "Makefile, docs/samples/explanation/alibi/alibiexplainer/Makefile, docs/samples/explanation/alibi/income/Makefile, docs/samples/explanation/alibi/moviesentiment/Makefile, python/aiffairness/Makefile, python/artexplainer/Makefile, python/autogluonserver/Makefile, python/custom_model/Makefile, python/custom_transformer/Makefile, python/huggingfaceserver/Makefile, python/kserve/Makefile, python/lgbserver/Makefile, python/paddleserver/Makefile, python/pmmlserver/Makefile, python/predictiveserver/Makefile, python/sklearnserver/Makefile, python/xgbserver/Makefile, tools/tf2openapi/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/samples/explanation/alibi/alibiexplainer/Makefile, docs/samples/explanation/alibi/income/Makefile, docs/samples/explanation/alibi/moviesentiment/Makefile, python/aiffairness/Makefile, python/artexplainer/Makefile, python/autogluonserver/Makefile, python/custom_model/Makefile, python/custom_transformer/Makefile, python/huggingfaceserver/Makefile, python/kserve/Makefile, python/lgbserver/Makefile, python/paddleserver/Makefile, python/pmmlserver/Makefile, python/predictiveserver/Makefile, python/sklearnserver/Makefile, python/xgbserver/Makefile, tools/tf2openapi/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 678759,
              "source_files_sampled": 1152,
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            },
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              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "33/1152 source files over 60KB",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
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                      "oversized": 33
                    }
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                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
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            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "notebooks",
                "samples"
              ],
              "has_mcp_signal": false,
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                "docs/predict-api/v2/grpc_predict_v2.proto",
                "pkg/openapi/swagger.json",
                "python/kserve/kserve/protocol/grpc/grpc_predict_v2.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "docs/predict-api/v2/grpc_predict_v2.proto, pkg/openapi/swagger.json, python/kserve/kserve/protocol/grpc/grpc_predict_v2.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/predict-api/v2/grpc_predict_v2.proto, pkg/openapi/swagger.json, python/kserve/kserve/protocol/grpc/grpc_predict_v2.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks, samples"
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                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "go package 'github.com/kserve/kserve' points at a different repository (https://github.com/kserve/kserve); excluded from ecosystem scoring",
    "Could not fetch go package 'github.com/kserve/kserve/qpext' from its registry",
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T16:30:15.938177Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kubeflow/kfserving.svg",
  "full_name": "kubeflow/kfserving",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0、模式 v0.12.0—— 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 — Go.

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