公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-18 12:09 UTC

pmady / keda-gpu-scaler

KEDA External gRPC Scaler for GPU workloads - native NVML metrics via DaemonSet, no Prometheus required

Go · HCLApache-2.0★ 129 星标⑂ 35 复刻始于 2026年3月在 GitHub 上查看 ↗
类型网络服务如何判定

pmady/keda-gpu-scaler 的健康指数为 100 分中的 90 分,处于「优秀」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Sustainability & Governance(62/100)。 最近一次更新在 2 天前。 近期的大部分工作由 1 位贡献者完成。

90
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,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。

90
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 76 经校准后在公布的指数量表上为 90(记录校准 2026-08-02)。

所有权

Pavan Madduri个人账户
24 关注者46 个公开仓库始于 2015年11月W.W.Grainger.Inc

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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
Gogithub.com/pmady/keda-gpu-scalerv0.6.0-662 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?

85优秀 · 占总体的 21%
评分方式
36/36推送新近度最近一次推送于 2 天前
16.6/36提交节奏52 周中有 24 周有提交
18/18提交量最近一年 255 次提交
10/10OpenSSF Scorecard:Maintained30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year255
human_commit_share0.36
days_since_last_push2
active_weeks_last_year24

发布纪律

90优秀
评分方式
27/27有发布版本已发布 6 个发布版本
36/36发布时效最近一次发布版本于 57 天前
27/27发布节奏约每 12.6 天发布一次
0/10OpenSSF Scorecard:Signed-ReleasesProject has not signed or included provenance with any releases.
所用输入
releases_count6
latest_release_tagv0.6.0
releases_from_tags
days_since_latest_release57
mean_days_between_releases12.6

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?

68良好 · 占总体的 17%
评分方式
34.2/60星标129 个星标
12.8/25复刻35 个复刻
0/15关注者2 位关注者
所用输入
forks35
stars129
watchers2
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
has_license
readme_badges2
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_servicesgithub.com, shields.io
has_pull_request_template

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?

62中等 · 占总体的 23%
评分方式
9/54巴士系数1 位贡献者贡献了半数提交
6.6/22.5提交分布头号贡献者编写了 71% 的提交
13.5/13.5贡献者广度12 位贡献者
3/10OpenSSF Scorecard:Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled12
top_contributor_share0.707
评分方式
34.2/42议题解决81% 的议题已关闭
26.4/30PR 接受已裁定的 PR 中 132/150 已合并
0/13Newcomer PR acceptance30 天内没有首次贡献者的 PR 得到裁决
3/15OpenSSF Scorecard:Code-ReviewFound 1/4 approved changesets -- score normalized to 2
所用输入
merged_prs132
open_issues11
closed_issues48
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d1
issue_closed_ratio0.814
closed_unmerged_prs18
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
已排除计分(无数据或不适用):Newcomer PR acceptance。 其余权重已重新归一化。
评分方式
10/30所有权背书个人(用户)账户
0/20已验证域名不适用于个人账户
10.1/25所有者影响力pmady 有 24 位关注者
24.2/25既往记录46 个公开仓库,账户约 10 年
所用输入
followers24
owner_typeUser
is_verified
owner_loginpmady
public_repos46
account_age_days3,958
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析go 上有 1 个软件包
35/35发布时效最近一次发布于 62 天前
20/20版本历史6 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
packagesgithub.com/pmady/keda-gpu-scaler
ecosystemsgo
any_deprecated
min_days_since_publish62

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 19%

工程实践

84优秀
评分方式
24/24CI 工作流8 个工作流
24/24存在测试
16/16Linter 配置.golangci.yml
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
10/20OpenSSF Scorecard:CI-Tests17 out of 29 merged PRs checked by a CI test -- score normalized to 5
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点https://keda-gpu-scaler.readthedocs.io/en/latest/
10/10仓库描述
10/10主题标签20 个主题标签
10/10Wiki
所用输入
topicsautoscaling, daemonset, gpu, grpc, inference, keda, kubernetes, nvidia, nvml, vllm, gpu-autoscaling, ai-infrastructure, gpu-metrics, gpu-monitoring, keda-external-scaler, keda-scalers, mlops, prometheus, scale-to-zero, triton
has_wiki
homepagehttps://keda-gpu-scaler.readthedocs.io/en/latest/
docs_sitehttps://keda-gpu-scaler.readthedocs.io/en/latest/
has_readme
has_docs_dir
has_description

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?

71良好 · 占总体的 16%

安全态势

71良好
评分方式
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protection无数据
1.2/2.5CI-Tests17 out of 29 merged PRs checked by a CI test -- score normalized to 5
0.5/2.5CII-Best-Practicesbadge detected: InProgress
1.5/7.5Code-ReviewFound 1/4 approved changesets -- score normalized to 2
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5许可证license file detected
7.5/7.5Maintained30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
4.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
6.8/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities5 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.1
已排除计分(无数据或不适用):Branch-Protection。 其余权重已重新归一化。

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。

90优秀 · 占总体的 4%
评分方式
45/45代理指令infra/AGENTS.md, infra/CLAUDE.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史36 次人类提交中有 36 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
llms_txt_url
legible_history_share1
agent_instruction_filesinfra/AGENTS.md, infra/CLAUDE.md
agent_instruction_max_bytes6,882
评分方式
18/18一条命令的引导启动Makefile
22/22自动化测试
11/11Lint / 格式化配置.golangci.yml
11/11静态类型检查Go(静态类型)
10/10可复现环境Dockerfile, lockfile
6/10已体现的代理实践最近 100 次提交中有 3 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 64 次为自动依赖更新
9/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.03
toolchain_manifestsgo.mod, tests/terratest/go.mod
dependency_bot_commit_share0.64
评分方式
45/45可类型检查的代码Go(静态类型)
55/55可控的文件大小采样的 38 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes58,549
source_files_sampled38
oversized_source_files0
评分方式
40/40API 模式(OpenAPI/GraphQL/proto)proto/externalscaler.proto
0/20MCP 服务器
40/40可运行示例examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_filesproto/externalscaler.proto
interfaces_expected_ofnetwork-service

关键数据

129GitHub 星标
12贡献者
255最近 12 个月提交数
2距最近推送天数
6发布版本数
1巴士系数(bus factor)
11开放议题
Go, PyPI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
  • OSV advisory lookup failed: [Errno 101] Network is unreachable

更多细节

Star 与 Fork 历史 0 ★ / 35 ⇿
0Star
35Fork
6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。

01325383462026-032026-062026-09
主版本 0次版本 6修订 0
OpenSSF Scorecard 7.1 / 10
7.1综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-09-18 12:08 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
5CI-Tests17 out of 29 merged PRs checked by a CI test -- score normalized to 5
2CII-Best-Practicesbadge detected: InProgress
2Code-ReviewFound 1/4 approved changesets -- score normalized to 2
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
直接依赖 6
注册表软件包版本约束清单文件
Gogithub.com/NVIDIA/go-nvmlv0.13.3-1go.mod
Gogithub.com/prometheus/client_golangv1.24.1go.mod
Gogithub.com/stretchr/testifyv1.12.1go.mod
Gogo.uber.org/zapv1.28.0go.mod
Gogoogle.golang.org/grpcv1.83.2go.mod
Gogoogle.golang.org/protobufv1.36.12go.mod
全部依赖 132

来自 GitHub 依赖图的完整解析依赖集合:7 个直接依赖与 125 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
Gogithub.com/nvidia/go-nvmlv0.13.3-1直接
Gogithub.com/prometheus/client_golangv1.24.1直接
Gogithub.com/stretchr/testifyv1.12.1直接
Gogo.uber.org/zapv1.28.0直接
Gogoogle.golang.org/grpcv1.83.2直接
Gogoogle.golang.org/protobufv1.36.12直接
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996af直接
Gofilippo.io/edwards25519v1.1.1间接
Gogithub.com/agext/levenshteinv1.2.3间接
Gogithub.com/apparentlymart/go-textseg/v15v15.0.0间接
Gogithub.com/aws/aws-sdk-go-v2v1.43.0间接
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.14间接
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.16间接
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.15间接
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.22间接
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/transfermanagerv0.1.17间接
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.31间接
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.31间接
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.32间接
Gogithub.com/aws/aws-sdk-go-v2/service/acmv1.38.2间接
Gogithub.com/aws/aws-sdk-go-v2/service/autoscalingv1.66.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchlogsv1.80.0间接
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.57.2间接
Gogithub.com/aws/aws-sdk-go-v2/service/ec2v1.297.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/ecrv1.57.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/ecrpublicv1.39.6间接
Gogithub.com/aws/aws-sdk-go-v2/service/ecsv1.78.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/iamv1.53.8间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.13间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/checksumv1.9.24间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/endpoint-discoveryv1.11.22间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.31间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/s3sharedv1.19.32间接
Gogithub.com/aws/aws-sdk-go-v2/service/kmsv1.50.5间接
Gogithub.com/aws/aws-sdk-go-v2/service/lambdav1.100.0间接
Gogithub.com/aws/aws-sdk-go-v2/service/rdsv1.118.1间接
Gogithub.com/aws/aws-sdk-go-v2/service/route53v1.62.6间接
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.106.0间接
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.41.6间接
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.0.10间接
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.39.16间接
Gogithub.com/aws/aws-sdk-go-v2/service/sqsv1.42.26间接
Gogithub.com/aws/aws-sdk-go-v2/service/ssmv1.68.5间接
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.16间接
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.20间接
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.42.0间接
Gogithub.com/aws/smithy-gov1.27.3间接
Gogithub.com/beorn7/perksv1.0.1间接
Gogithub.com/bgentry/go-netrcv0.0.0-20140422174119-9fd32a8b3d3d间接
Gogithub.com/boombuler/barcodev1.0.1-0.20190219062509-6c824513bacc间接
Gogithub.com/cespare/xxhash/v2v2.3.0间接
Gogithub.com/cpuguy83/go-md2man/v2v2.0.5间接
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33cc间接
Gogithub.com/emicklei/go-restful/v3v3.13.0间接
Gogithub.com/fxamacker/cbor/v2v2.9.0间接
Gogithub.com/go-errors/errorsv1.0.2-0.20180813162953-d98b870cc4e0间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-openapi/jsonpointerv0.21.0间接
Gogithub.com/go-openapi/jsonreferencev0.20.2间接
Gogithub.com/go-openapi/swagv0.23.0间接
Gogithub.com/go-sql-driver/mysqlv1.8.1间接
Gogithub.com/google/gnostic-modelsv0.7.0间接
Gogithub.com/google/uuidv1.6.0间接
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674间接
Gogithub.com/gruntwork-io/go-commonsv0.8.0间接
Gogithub.com/gruntwork-io/terratestv1.0.1间接
Gogithub.com/hashicorp/errwrapv1.0.0间接
Gogithub.com/hashicorp/go-cleanhttpv0.5.2间接
Gogithub.com/hashicorp/go-getter/v2v2.2.3间接
Gogithub.com/hashicorp/go-multierrorv1.1.1间接
Gogithub.com/hashicorp/go-safetempv1.0.0间接
Gogithub.com/hashicorp/go-versionv1.7.0间接
Gogithub.com/hashicorp/hcl/v2v2.22.0间接
Gogithub.com/hashicorp/terraform-jsonv0.23.0间接
Gogithub.com/jackc/pgpassfilev1.0.0间接
Gogithub.com/jackc/pgservicefilev0.0.0-20240606120523-5a60cdf6a761间接
Gogithub.com/jackc/pgx/v5v5.9.2间接
Gogithub.com/jackc/puddle/v2v2.2.2间接
Gogithub.com/jinzhu/copierv0.0.0-20190924061706-b57f9002281a间接
Gogithub.com/josharian/internv1.0.0间接
Gogithub.com/json-iterator/gov1.1.12间接
Gogithub.com/klauspost/compressv1.16.5间接
Gogithub.com/kylelemons/godebugv1.1.0间接
Gogithub.com/mailru/easyjsonv0.7.7间接
Gogithub.com/mattn/go-zglobv0.0.2-0.20190814121620-e3c945676326间接
Gogithub.com/mitchellh/go-homedirv1.1.0间接
Gogithub.com/mitchellh/go-testing-interfacev1.14.1间接
Gogithub.com/mitchellh/go-wordwrapv1.0.1间接
Gogithub.com/moby/spdystreamv0.5.1间接
Gogithub.com/modern-go/concurrentv0.0.0-20180306012644-bacd9c7ef1dd间接
Gogithub.com/modern-go/reflect2v1.0.3-0.20250322232337-35a7c28c31ee间接
Gogithub.com/munnerz/goautonegv0.0.0-20191010083416-a7dc8b61c822间接
Gogithub.com/pquerna/otpv1.4.0间接
Gogithub.com/prometheus/client_modelv0.6.2间接
Gogithub.com/prometheus/commonv0.70.1间接
Gogithub.com/prometheus/procfsv0.21.1间接
Gogithub.com/russross/blackfriday/v2v2.1.0间接
Gogithub.com/spf13/pflagv1.0.9间接
Gogithub.com/tmccombs/hcl2jsonv0.6.4间接
Gogithub.com/ulikunitz/xzv0.5.14间接
Gogithub.com/urfave/cliv1.22.16间接
Gogithub.com/x448/float16v0.8.4间接
Gogithub.com/zclconf/go-ctyv1.15.0间接
Gogo.uber.org/multierrv1.10.0间接
Gogo.yaml.in/yaml/v2v2.4.3间接
Gogo.yaml.in/yaml/v3v3.0.5间接
Gogolang.org/x/cryptov0.55.0间接
Gogolang.org/x/modv0.40.0间接
Gogolang.org/x/netv0.58.0间接
Gogolang.org/x/oauth2v0.36.0间接
Gogolang.org/x/syncv0.22.0间接
Gogolang.org/x/sysv0.47.0间接
Gogolang.org/x/termv0.45.0间接
Gogolang.org/x/textv0.41.0间接
Gogolang.org/x/timev0.15.0间接
Gogolang.org/x/toolsv0.49.0间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260526163538-3dc84a4a5aaa间接
Gogopkg.in/evanphx/json-patch.v4v4.13.0间接
Gogopkg.in/inf.v0v0.9.1间接
Gogopkg.in/yaml.v3v3.0.1间接
Gok8s.io/apiv0.36.2间接
Gok8s.io/apimachineryv0.36.2间接
Gok8s.io/client-gov0.36.2间接
Gok8s.io/klog/v2v2.140.0间接
Gok8s.io/kube-openapiv0.0.0-20260317180543-43fb72c5454a间接
Gok8s.io/streamingv0.36.2间接
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2间接
Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730间接
Gosigs.k8s.io/randfillv1.0.0间接
Gosigs.k8s.io/structured-merge-diff/v6v6.3.2间接
Gosigs.k8s.io/yamlv1.6.0间接
PyPImkdocs-material9.7.7间接
依赖安全公告 未评估

本报告未能完成公告比对:OSV advisory lookup failed: [Errno 101] Network is unreachable

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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Go.