# Azure/azure-sdk-for-python — health index 83/100 (Good)

> Inspection of the public repository Azure/azure-sdk-for-python by inspect.software. It holds a health index of 83 out of 100, placing it in the Good band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/Azure/azure-sdk-for-python
- Report page: https://inspect.software/software/Azure/azure-sdk-for-python
- Full JSON report: https://inspect.software/api/repositories/Azure/azure-sdk-for-python/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/Azure/azure-sdk-for-python.svg
- Inspected: 2026-07-14
- Methodology: metrics 1.13.0, report schema 0.11.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 22% | 100/100 | Excellent |
| Community & Adoption | 18% | 96/100 | Excellent |
| Sustainability & Governance | 24% | 86/100 | Excellent |
| Engineering Quality | 20% | 85/100 | Excellent |
| Security | 16% | 40/100 | At risk |
| AI Readiness | not counted | 84/100 | Good |

## Repository facts

| Field | Value |
|---|---|
| Description | This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python. |
| Primary language | Python |
| License | MIT |
| Stars | 5,570 |
| Forks | 3,328 |
| Created | 2012-04-24 |
| Last push | 2026-07-14 |
| Latest release | azure-mgmt-serialconsole_2.0.0 |
| Commits (last year) | 2,691 |
| Bus factor | 7 |
| Topics | azure, azure-sdk, hacktoberfest, python |

## Vitality — 100/100 (Excellent)

Is the project alive — is code being written and are releases shipping? Weight: 22% of the overall index.

### Development activity — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | met | 36 / 36 | last push 0 days ago |
| Commit cadence | met | 36 / 36 | 52/52 weeks with commits |
| Commit volume | met | 18 / 18 | 2691 commits in the last year |
| OpenSSF Scorecard: Maintained | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Release discipline — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | met | 27 / 27 | 100 releases published |
| Release recency | met | 36 / 36 | latest release 0 days ago |
| Release cadence | met | 27 / 27 | a release every ~0.4 days |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Abandonment — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | maintenance record not established from the collected data |

## Community & Adoption — 96/100 (Excellent)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 18% of the overall index.

### Popularity & adoption — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | met | 60 / 60 | 5,570 stars |
| Forks | met | 25 / 25 | 3,328 forks |
| Watchers | met | 15 / 15 | 507 watchers |

### Community health — 92/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 22.5 / 22.5 | — |
| License | met | 22.5 / 22.5 | recognized license (MIT) |
| CONTRIBUTING guide | met | 18 / 18 | — |
| Code of conduct | met | 13.5 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | met | 6.3 / 6.3 | — |

## Sustainability & Governance — 86/100 (Excellent)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 24% of the overall index.

### Maintainer resilience (bus factor) — 93/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 51.3 / 54 | 7 contributor(s) cover half of all commits |
| Commit distribution | partial | 18.5 / 22.5 | top contributor authored 18% of commits |
| Contributor breadth | met | 13.5 / 13.5 | 100 contributors |
| OpenSSF Scorecard: Contributors | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Issue & PR responsiveness — 82/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | partial | 43.7 / 46.8 | 93% of issues closed |
| PR acceptance | partial | 26.1 / 38.2 | 23990/35125 decided PRs merged |
| OpenSSF Scorecard: Code-Review | excluded | 0 / 15 | OpenSSF Scorecard unavailable |

### Ownership & stewardship — 80/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | met | 30 / 30 | organization-owned |
| Verified domain | not met | 0 / 20 | — |
| Owner reach | met | 25 / 25 | 15,010 followers of Azure |
| Track record | met | 25 / 25 | 2722 public repos, account ~12 yr old |

## Engineering Quality — 85/100 (Excellent)

Are baseline engineering and documentation practices in place? Weight: 20% of the overall index.

### Engineering practices — 92/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | met | 24 / 24 | 15 workflow(s) |
| Tests present | met | 24 / 24 | — |
| Linter config | met | 16 / 16 | — |
| Pre-commit hooks | met | 9.6 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | OpenSSF Scorecard unavailable |

### Documentation — 75/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 30 / 30 | — |
| Documentation directory | met | 25 / 25 | — |
| Documentation / homepage site | not met | 0 / 15 | — |
| Repository description | met | 10 / 10 | — |
| Topics | met | 10 / 10 | 4 topics |
| Wiki | not met | 0 / 10 | — |

## Security — 40/100 (At risk)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 40/100 (At risk)

Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Security policy (SECURITY.md) | met | 30 / 30 | — |
| Dependabot config | not met | 0 / 25 | — |
| Dependency lockfiles | excluded | 0 / 25 | no dependency manifests — not applicable |
| CodeQL workflow | not met | 0 / 20 | — |

### High-Risk Jurisdiction Exposure — 100/100 (Excellent)

Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Policy exposure multiplier | met | 100 / 100 | no confirmed policy-scope location match |

## AI Readiness — 84/100 (Good)

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.

### Agent context & guidance — 75/100 (Good)

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | met | 45 / 45 | .github/copilot-instructions.md, AGENTS.md |
| Machine-readable docs (llms.txt) | not met | 0 / 15 | — |
| Legible commit history | excluded | 0 / 40 | no data |

### Verify loop (build / test / typecheck) — 100/100 (Excellent)

Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | met | 18 / 18 | doc/sphinx/Makefile, sdk/agentserver/azure-ai-agentserver-responses/Makefile |
| Automated tests | met | 22 / 22 | — |
| Lint / format config | met | 11 / 11 | — |
| Static type checking | met | 11 / 11 | eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def/azure/keyvault/keys/py.typed, eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def_beta/azure/keyvault/keys/py.typed, eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def_with_extension/azure/keyvault/keys/py.typed, pyrightconfig.json, sdk/advisor/azure-mgmt-advisor/azure/mgmt/advisor/py.typed, sdk/agentserver/azure-ai-agentserver-core/azure/ai/agentserver/core/py.typed, sdk/agentserver/azure-ai-agentserver-core/pyrightconfig.json, sdk/agentserver/azure-ai-agentserver-ghcopilot/azure/ai/agentserver/githubcopilot/py.typed, sdk/agentserver/azure-ai-agentserver-invocations/azure/ai/agentserver/invocations/py.typed, sdk/agentserver/azure-ai-agentserver-invocations/pyrightconfig.json, sdk/agentserver/azure-ai-agentserver-optimization/azure/ai/agentserver/optimization/py.typed, sdk/agentserver/azure-ai-agentserver-responses/azure/ai/agentserver/responses/models/_generated/sdk/models/py.typed, sdk/agentserver/azure-ai-agentserver-responses/azure/ai/agentserver/responses/py.typed, sdk/agentserver/azure-ai-agentserver-responses/mypy.ini, sdk/agricultureplatform/azure-mgmt-agricultureplatform/azure/mgmt/agricultureplatform/py.typed, sdk/agrifood/azure-agrifood-farming/azure/agrifood/farming/py.typed, sdk/agrifood/azure-mgmt-agrifood/azure/mgmt/agrifood/py.typed, sdk/ai/azure-ai-agents/azure/ai/agents/py.typed, sdk/ai/azure-ai-agents/pyrightconfig.json, sdk/ai/azure-ai-inference/azure/ai/inference/py.typed, sdk/ai/azure-ai-projects/azure/ai/projects/py.typed, sdk/ai/azure-ai-projects/pyrightconfig.json, sdk/aks/azure-mgmt-devspaces/azure/mgmt/devspaces/py.typed, sdk/alertsmanagement/azure-mgmt-alertprocessingrules/azure/mgmt/alertprocessingrules/py.typed, sdk/alertsmanagement/azure-mgmt-alertsmanagement/azure/mgmt/alertsmanagement/py.typed, sdk/alertsmanagement/azure-mgmt-prometheusrulegroups/azure/mgmt/prometheusrulegroups/py.typed, sdk/anomalydetector/azure-ai-anomalydetector/azure/ai/anomalydetector/py.typed, sdk/apicenter/azure-mgmt-apicenter/azure/mgmt/apicenter/py.typed, sdk/apimanagement/azure-mgmt-apimanagement/azure/mgmt/apimanagement/py.typed, sdk/app/azure-mgmt-app/azure/mgmt/app/py.typed, sdk/appcomplianceautomation/azure-mgmt-appcomplianceautomation/azure/mgmt/appcomplianceautomation/py.typed, sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/py.typed, sdk/appconfiguration/azure-appconfiguration/azure/appconfiguration/py.typed, sdk/appconfiguration/azure-appconfiguration/mypy.ini, sdk/appconfiguration/azure-mgmt-appconfiguration/azure/mgmt/appconfiguration/py.typed, sdk/appcontainers/azure-mgmt-appcontainers/azure/mgmt/appcontainers/py.typed, sdk/applicationinsights/azure-mgmt-applicationinsights/azure/mgmt/applicationinsights/py.typed, sdk/appnetwork/azure-mgmt-appnetwork/azure/mgmt/appnetwork/py.typed, sdk/appplatform/azure-mgmt-appplatform/azure/mgmt/appplatform/py.typed, sdk/appservice/azure-mgmt-web/azure/mgmt/web/py.typed, sdk/arizeaiobservabilityeval/azure-mgmt-arizeaiobservabilityeval/azure/mgmt/arizeaiobservabilityeval/py.typed, sdk/artifactsigning/azure-mgmt-artifactsigning/azure/mgmt/artifactsigning/py.typed, sdk/astro/azure-mgmt-astro/azure/mgmt/astro/py.typed, sdk/attestation/azure-mgmt-attestation/azure/mgmt/attestation/py.typed, sdk/attestation/azure-security-attestation/azure/security/attestation/py.typed, sdk/authorization/azure-mgmt-authorization/azure/mgmt/authorization/py.typed, sdk/automanage/azure-mgmt-automanage/azure/mgmt/automanage/py.typed, sdk/automation/azure-mgmt-automation/azure/mgmt/automation/py.typed, sdk/azurearcdata/azure-mgmt-azurearcdata/azure/mgmt/azurearcdata/py.typed, sdk/azurestack/azure-mgmt-azurestack/azure/mgmt/azurestack/py.typed, sdk/azurestackhci/azure-mgmt-azurestackhci/azure/mgmt/azurestackhci/py.typed, sdk/azurestackhci/azure-mgmt-azurestackhcivm/azure/mgmt/azurestackhcivm/py.typed, sdk/baremetalinfrastructure/azure-mgmt-baremetalinfrastructure/azure/mgmt/baremetalinfrastructure/py.typed, sdk/batch/azure-batch/azure/batch/py.typed, sdk/batch/azure-mgmt-batch/azure/mgmt/batch/py.typed, sdk/billing/azure-mgmt-billing/azure/mgmt/billing/py.typed, sdk/billingbenefits/azure-mgmt-billingbenefits/azure/mgmt/billingbenefits/py.typed, sdk/billingtrust/azure-mgmt-billingtrust/azure/mgmt/billingtrust/py.typed, sdk/botservice/azure-mgmt-botservice/azure/mgmt/botservice/py.typed, sdk/carbonoptimization/azure-mgmt-carbonoptimization/azure/mgmt/carbonoptimization/py.typed, sdk/cdn/azure-mgmt-cdn/azure/mgmt/cdn/py.typed, sdk/certificateregistration/azure-mgmt-certificateregistration/azure/mgmt/certificateregistration/py.typed, sdk/changeanalysis/azure-mgmt-changeanalysis/azure/mgmt/changeanalysis/py.typed, sdk/chaos/azure-mgmt-chaos/azure/mgmt/chaos/py.typed, sdk/cloudhealth/azure-mgmt-cloudhealth/azure/mgmt/cloudhealth/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations-authoring/azure/ai/language/conversations/authoring/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations/azure/ai/language/conversations/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations/pyrightconfig.json, sdk/cognitivelanguage/azure-ai-language-questionanswering-authoring/azure/ai/language/questionanswering/authoring/py.typed, sdk/cognitivelanguage/azure-ai-language-questionanswering-authoring/azure/ai/language/questionanswering/py.typed, sdk/cognitivelanguage/azure-ai-language-questionanswering/azure/ai/language/questionanswering/py.typed, sdk/cognitivelanguage/azure-ai-textanalytics-authoring/azure/ai/textanalytics/authoring/py.typed, sdk/cognitivelanguage/azure-ai-textanalytics/azure/ai/textanalytics/py.typed, sdk/cognitiveservices/azure-mgmt-cognitiveservices/azure/mgmt/cognitiveservices/py.typed, sdk/commerce/azure-mgmt-commerce/azure/mgmt/commerce/py.typed, sdk/communication/azure-communication-callautomation/azure/communication/callautomation/_generated/py.typed, sdk/communication/azure-communication-callautomation/azure/communication/callautomation/py.typed, sdk/communication/azure-communication-callautomation/mypy.ini, sdk/communication/azure-communication-chat/azure/communication/chat/_generated/py.typed, sdk/communication/azure-communication-chat/azure/communication/chat/py.typed, sdk/communication/azure-communication-chat/mypy.ini, sdk/communication/azure-communication-email/azure/communication/email/py.typed, sdk/communication/azure-communication-email/mypy.ini, sdk/communication/azure-communication-identity/azure/communication/identity/_generated/py.typed, sdk/communication/azure-communication-identity/azure/communication/identity/py.typed, sdk/communication/azure-communication-identity/mypy.ini, sdk/communication/azure-communication-jobrouter/azure/communication/jobrouter/py.typed, sdk/communication/azure-communication-jobrouter/mypy.ini, sdk/communication/azure-communication-messages/azure/communication/messages/py.typed, sdk/communication/azure-communication-messages/mypy.ini, sdk/communication/azure-communication-phonenumbers/azure/communication/phonenumbers/_generated/py.typed, sdk/communication/azure-communication-phonenumbers/azure/communication/phonenumbers/py.typed, sdk/communication/azure-communication-phonenumbers/azure/communication/phonenumbers/siprouting/_generated/py.typed, sdk/communication/azure-communication-phonenumbers/mypy.ini, sdk/communication/azure-communication-rooms/azure/communication/rooms/_generated/py.typed, sdk/communication/azure-communication-rooms/azure/communication/rooms/py.typed, sdk/communication/azure-communication-rooms/mypy.ini, sdk/communication/azure-communication-sms/azure/communication/sms/_generated/py.typed, sdk/communication/azure-communication-sms/azure/communication/sms/py.typed, sdk/communication/azure-communication-sms/mypy.ini, sdk/communication/azure-mgmt-communication/azure/mgmt/communication/py.typed, sdk/commvaultcontentstore/azure-mgmt-commvaultcontentstore/azure/mgmt/commvaultcontentstore/py.typed, sdk/compute/azure-mgmt-avs/azure/mgmt/avs/py.typed, sdk/compute/azure-mgmt-compute/azure/mgmt/compute/py.typed, sdk/compute/azure-mgmt-imagebuilder/azure/mgmt/imagebuilder/py.typed, sdk/compute/azure-mgmt-vmwarecloudsimple/azure/mgmt/vmwarecloudsimple/py.typed, sdk/computebulkactions/azure-mgmt-computebulkactions/azure/mgmt/computebulkactions/py.typed, sdk/computefleet/azure-mgmt-computefleet/azure/mgmt/computefleet/py.typed, sdk/computelimit/azure-mgmt-computelimit/azure/mgmt/computelimit/py.typed, sdk/computerecommender/azure-mgmt-computerecommender/azure/mgmt/computerecommender/py.typed, sdk/computeschedule/azure-mgmt-computeschedule/azure/mgmt/computeschedule/py.typed, sdk/confidentialledger/azure-confidentialledger-certificate/azure/confidentialledger/certificate/py.typed, sdk/confidentialledger/azure-confidentialledger/azure/confidentialledger/py.typed, sdk/confidentialledger/azure-confidentialledger/azure/confidentialledger/receipt/py.typed, sdk/confidentialledger/azure-mgmt-confidentialledger/azure/mgmt/confidentialledger/py.typed, sdk/confluent/azure-mgmt-confluent/azure/mgmt/confluent/py.typed, sdk/connectedcache/azure-mgmt-connectedcache/azure/mgmt/connectedcache/py.typed, sdk/connectedvmware/azure-mgmt-connectedvmware/azure/mgmt/connectedvmware/py.typed, sdk/consumption/azure-mgmt-consumption/azure/mgmt/consumption/py.typed, sdk/containerinstance/azure-mgmt-containerinstance/azure/mgmt/containerinstance/py.typed, sdk/containerorchestratorruntime/azure-mgmt-containerorchestratorruntime/azure/mgmt/containerorchestratorruntime/py.typed, sdk/containerregistry/azure-containerregistry/azure/containerregistry/_generated/py.typed, sdk/containerregistry/azure-containerregistry/azure/containerregistry/py.typed, sdk/containerregistry/azure-containerregistry/mypy.ini, sdk/containerregistry/azure-mgmt-containerregistry/azure/mgmt/containerregistry/py.typed, sdk/containerregistry/azure-mgmt-containerregistrytasks/azure/mgmt/containerregistrytasks/py.typed, sdk/containerservice/azure-mgmt-containerservice/azure/mgmt/containerservice/py.typed, sdk/containerservice/azure-mgmt-containerservicefleet/azure/mgmt/containerservicefleet/py.typed, sdk/containerservice/azure-mgmt-containerservicesafeguards/azure/mgmt/containerservicesafeguards/py.typed, sdk/contentsafety/azure-ai-contentsafety/azure/ai/contentsafety/py.typed, sdk/contentunderstanding/azure-ai-contentunderstanding/azure/ai/contentunderstanding/py.typed, sdk/contentunderstanding/azure-ai-contentunderstanding/mypy.ini, sdk/contentunderstanding/azure-ai-contentunderstanding/pyrightconfig.json, sdk/core/azure-core-experimental/azure/core/experimental/py.typed, sdk/core/azure-core-tracing-opentelemetry/azure/core/tracing/ext/opentelemetry_span/py.typed, sdk/core/azure-core/azure/core/py.typed, sdk/core/azure-core/tests/specs_sdk/modeltypes/modeltypes/py.typed, sdk/core/azure-mgmt-core/azure/mgmt/core/py.typed, sdk/core/corehttp/corehttp/py.typed, sdk/cosmos/azure-cosmos/azure/cosmos/py.typed, sdk/cosmos/azure-mgmt-cosmosdb/azure/mgmt/cosmosdb/py.typed, sdk/cosmosdbforpostgresql/azure-mgmt-cosmosdbforpostgresql/azure/mgmt/cosmosdbforpostgresql/py.typed, sdk/costmanagement/azure-mgmt-costmanagement/azure/mgmt/costmanagement/py.typed, sdk/customproviders/azure-mgmt-customproviders/azure/mgmt/customproviders/py.typed, sdk/dashboard/azure-mgmt-dashboard/azure/mgmt/dashboard/py.typed, sdk/databasewatcher/azure-mgmt-databasewatcher/azure/mgmt/databasewatcher/py.typed, sdk/databox/azure-mgmt-databox/azure/mgmt/databox/py.typed, sdk/databoxedge/azure-mgmt-databoxedge/azure/mgmt/databoxedge/py.typed, sdk/databricks/azure-mgmt-databricks/azure/mgmt/databricks/py.typed, sdk/datadog/azure-mgmt-datadog/azure/mgmt/datadog/py.typed, sdk/datafactory/azure-mgmt-datafactory/azure/mgmt/datafactory/py.typed, sdk/datalake/azure-mgmt-datalake-analytics/azure/mgmt/datalake/analytics/account/py.typed, sdk/datalake/azure-mgmt-datalake-store/azure/mgmt/datalake/store/py.typed, sdk/datamigration/azure-mgmt-datamigration/azure/mgmt/datamigration/py.typed, sdk/dataprotection/azure-mgmt-dataprotection/azure/mgmt/dataprotection/py.typed, sdk/datashare/azure-mgmt-datashare/azure/mgmt/datashare/py.typed, sdk/defendereasm/azure-mgmt-defendereasm/azure/mgmt/defendereasm/py.typed, sdk/dell/azure-mgmt-dellstorage/azure/mgmt/dellstorage/py.typed, sdk/dependencymap/azure-mgmt-dependencymap/azure/mgmt/dependencymap/py.typed, sdk/desktopvirtualization/azure-mgmt-desktopvirtualization/azure/mgmt/desktopvirtualization/py.typed, sdk/devcenter/azure-developer-devcenter/azure/developer/devcenter/py.typed, sdk/devcenter/azure-mgmt-devcenter/azure/mgmt/devcenter/py.typed, sdk/devhub/azure-mgmt-devhub/azure/mgmt/devhub/py.typed, sdk/deviceregistry/azure-mgmt-deviceregistry/azure/mgmt/deviceregistry/py.typed, sdk/deviceupdate/azure-iot-deviceupdate/azure/iot/deviceupdate/py.typed, sdk/deviceupdate/azure-mgmt-deviceupdate/azure/mgmt/deviceupdate/py.typed, sdk/devopsinfrastructure/azure-mgmt-devopsinfrastructure/azure/mgmt/devopsinfrastructure/py.typed, sdk/devtestlabs/azure-mgmt-devtestlabs/azure/mgmt/devtestlabs/py.typed, sdk/digitaltwins/azure-digitaltwins-core/azure/digitaltwins/core/_generated/py.typed, sdk/digitaltwins/azure-digitaltwins-core/azure/digitaltwins/core/py.typed, sdk/digitaltwins/azure-mgmt-digitaltwins/azure/mgmt/digitaltwins/py.typed, sdk/disconnectedoperations/azure-mgmt-disconnectedoperations/azure/mgmt/disconnectedoperations/py.typed, sdk/discovery/azure-ai-discovery/azure/ai/discovery/_bookshelf/azure/ai/discovery/py.typed, sdk/discovery/azure-ai-discovery/azure/ai/discovery/_workspace/azure/ai/discovery/py.typed, sdk/discovery/azure-ai-discovery/azure/ai/discovery/py.typed, sdk/discovery/azure-mgmt-discovery/azure/mgmt/discovery/py.typed, sdk/dnsresolver/azure-mgmt-dnsresolver/azure/mgmt/dnsresolver/py.typed, sdk/documentintelligence/azure-ai-documentintelligence/azure/ai/documentintelligence/py.typed, sdk/domainregistration/azure-mgmt-domainregistration/azure/mgmt/domainregistration/py.typed, sdk/domainservices/azure-mgmt-domainservices/azure/mgmt/domainservices/py.typed, sdk/durabletask/azure-mgmt-durabletask/azure/mgmt/durabletask/py.typed, sdk/dynatrace/azure-mgmt-dynatrace/azure/mgmt/dynatrace/py.typed, sdk/easm/azure-defender-easm/azure/defender/easm/py.typed, sdk/edgeactions/azure-mgmt-edgeactions/azure/mgmt/edgeactions/py.typed, sdk/edgeorder/azure-mgmt-edgeorder/azure/mgmt/edgeorder/py.typed, sdk/edgezones/azure-mgmt-edgezones/azure/mgmt/edgezones/py.typed, sdk/education/azure-mgmt-education/azure/mgmt/education/py.typed, sdk/elastic/azure-mgmt-elastic/azure/mgmt/elastic/py.typed, sdk/elasticsan/azure-mgmt-elasticsan/azure/mgmt/elasticsan/py.typed, sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_common/onedp/py.typed, sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/_common/raiclient/py.typed, sdk/evaluation/azure-ai-evaluation/azure/ai/evaluation/py.typed, sdk/eventgrid/azure-eventgrid/azure/eventgrid/_legacy/_generated/py.typed, sdk/eventgrid/azure-eventgrid/azure/eventgrid/py.typed, sdk/eventgrid/azure-eventgrid/mypy.ini, sdk/eventgrid/azure-mgmt-eventgrid/azure/mgmt/eventgrid/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/_vendor/storage/blob/_generated/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/_vendor/storage/blob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/_vendor/storage/blob/_generated/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/_vendor/storage/blob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoretable/azure/eventhub/extensions/checkpointstoretable/_vendor/data/tables/_generated/py.typed, sdk/eventhub/azure-eventhub-checkpointstoretable/azure/eventhub/extensions/checkpointstoretable/_vendor/data/tables/py.typed, sdk/eventhub/azure-eventhub-checkpointstoretable/azure/eventhub/extensions/checkpointstoretable/py.typed, sdk/eventhub/azure-eventhub/azure/eventhub/py.typed, sdk/eventhub/azure-eventhub/mypy.ini, sdk/eventhub/azure-mgmt-eventhub/azure/mgmt/eventhub/py.typed, sdk/extendedlocation/azure-mgmt-extendedlocation/azure/mgmt/extendedlocation/py.typed, sdk/fabric/azure-mgmt-fabric/azure/mgmt/fabric/py.typed, sdk/face/azure-ai-vision-face/azure/ai/vision/face/py.typed, sdk/fileshares/azure-mgmt-fileshares/azure/mgmt/fileshares/py.typed, sdk/fluidrelay/azure-mgmt-fluidrelay/azure/mgmt/fluidrelay/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2022_08_31/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2023_07_31/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2_0/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2_1/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/mypy.ini, sdk/graphservices/azure-mgmt-graphservices/azure/mgmt/graphservices/py.typed, sdk/hanaonazure/azure-mgmt-hanaonazure/azure/mgmt/hanaonazure/py.typed, sdk/hardwaresecuritymodules/azure-mgmt-hardwaresecuritymodules/azure/mgmt/hardwaresecuritymodules/py.typed, sdk/hdinsight/azure-mgmt-hdinsight/azure/mgmt/hdinsight/py.typed, sdk/healthbot/azure-mgmt-healthbot/azure/mgmt/healthbot/py.typed, sdk/healthcareapis/azure-mgmt-healthcareapis/azure/mgmt/healthcareapis/py.typed, sdk/healthdataaiservices/azure-health-deidentification/azure/health/deidentification/py.typed, sdk/healthdataaiservices/azure-mgmt-healthdataaiservices/azure/mgmt/healthdataaiservices/py.typed, sdk/healthinsights/azure-healthinsights-cancerprofiling/azure/healthinsights/cancerprofiling/py.typed, sdk/healthinsights/azure-healthinsights-clinicalmatching/azure/healthinsights/clinicalmatching/py.typed, sdk/healthinsights/azure-healthinsights-radiologyinsights/azure/healthinsights/radiologyinsights/py.typed, sdk/horizondb/azure-mgmt-horizondb/azure/mgmt/horizondb/py.typed, sdk/hybridcompute/azure-mgmt-hybridcompute/azure/mgmt/hybridcompute/py.typed, sdk/hybridconnectivity/azure-mgmt-hybridconnectivity/azure/mgmt/hybridconnectivity/py.typed, sdk/hybridcontainerservice/azure-mgmt-hybridcontainerservice/azure/mgmt/hybridcontainerservice/py.typed, sdk/hybridkubernetes/azure-mgmt-hybridkubernetes/azure/mgmt/hybridkubernetes/py.typed, sdk/hybridnetwork/azure-mgmt-hybridnetwork/azure/mgmt/hybridnetwork/py.typed, sdk/identity/azure-identity-broker/azure/identity/broker/py.typed, sdk/identity/azure-identity/azure/identity/py.typed, sdk/impactreporting/azure-mgmt-impactreporting/azure/mgmt/impactreporting/py.typed, sdk/informaticadatamanagement/azure-mgmt-informaticadatamanagement/azure/mgmt/informaticadatamanagement/py.typed, sdk/iotfirmwaredefense/azure-mgmt-iotfirmwaredefense/azure/mgmt/iotfirmwaredefense/py.typed, sdk/iothub/azure-iot-deviceprovisioning/azure/iot/deviceprovisioning/py.typed, sdk/iothub/azure-iot-deviceprovisioning/py.typed, sdk/iothub/azure-mgmt-iotcentral/azure/mgmt/iotcentral/py.typed, sdk/iothub/azure-mgmt-iothub/azure/mgmt/iothub/py.typed, sdk/iothub/azure-mgmt-iothubprovisioningservices/azure/mgmt/iothubprovisioningservices/py.typed, sdk/iotoperations/azure-mgmt-iotoperations/azure/mgmt/iotoperations/py.typed, sdk/keyvault/azure-keyvault-administration/azure/keyvault/administration/_generated/py.typed, sdk/keyvault/azure-keyvault-administration/azure/keyvault/administration/py.typed, sdk/keyvault/azure-keyvault-administration/mypy.ini, sdk/keyvault/azure-keyvault-certificates/azure/keyvault/certificates/_generated/py.typed, sdk/keyvault/azure-keyvault-certificates/azure/keyvault/certificates/py.typed, sdk/keyvault/azure-keyvault-certificates/mypy.ini, sdk/keyvault/azure-keyvault-keys/azure/keyvault/keys/_generated/py.typed, sdk/keyvault/azure-keyvault-keys/azure/keyvault/keys/py.typed, sdk/keyvault/azure-keyvault-keys/mypy.ini, sdk/keyvault/azure-keyvault-secrets/azure/keyvault/secrets/_generated/py.typed, sdk/keyvault/azure-keyvault-secrets/azure/keyvault/secrets/py.typed, sdk/keyvault/azure-keyvault-secrets/mypy.ini, sdk/keyvault/azure-keyvault-secrets/pyrightconfig.json, sdk/keyvault/azure-keyvault-securitydomain/azure/keyvault/securitydomain/py.typed, sdk/keyvault/azure-mgmt-keyvault/azure/mgmt/keyvault/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration-extensions/azure/mgmt/kubernetesconfiguration/extensions/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration-extensiontypes/azure/mgmt/kubernetesconfiguration/extensiontypes/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration-fluxconfigurations/azure/mgmt/kubernetesconfiguration/fluxconfigurations/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration-privatelinkscopes/azure/mgmt/kubernetesconfiguration/privatelinkscopes/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2020_07_01_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2020_10_01_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2021_03_01/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2021_05_01_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2021_09_01/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2021_11_01_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_01_01_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_01_15_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_03_01/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_04_02_preview/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_07_01/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2022_11_01/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration/azure/mgmt/kubernetesconfiguration/v2023_05_01/py.typed, sdk/kusto/azure-mgmt-kusto/azure/mgmt/kusto/py.typed, sdk/labservices/azure-mgmt-labservices/azure/mgmt/labservices/py.typed, sdk/lambdatesthyperexecute/azure-mgmt-lambdatesthyperexecute/azure/mgmt/lambdatesthyperexecute/py.typed, sdk/largeinstance/azure-mgmt-largeinstance/azure/mgmt/largeinstance/py.typed, sdk/loadtesting/azure-developer-loadtesting/azure/developer/loadtesting/py.typed, sdk/loadtesting/azure-mgmt-loadtesting/azure/mgmt/loadtesting/py.typed, sdk/loganalytics/azure-mgmt-loganalytics/azure/mgmt/loganalytics/py.typed, sdk/logic/azure-mgmt-logic/azure/mgmt/logic/py.typed, sdk/machinelearning/azure-mgmt-guestconfig/azure/mgmt/guestconfig/py.typed, sdk/machinelearning/azure-mgmt-machinelearningcompute/azure/mgmt/machinelearningcompute/py.typed, sdk/machinelearning/azure-mgmt-machinelearningservices/azure/mgmt/machinelearningservices/py.typed, sdk/maintenance/azure-mgmt-maintenance/azure/mgmt/maintenance/py.typed, sdk/managedapplications/azure-mgmt-managedapplications/azure/mgmt/managedapplications/py.typed, sdk/managednetworkfabric/azure-mgmt-managednetworkfabric/azure/mgmt/managednetworkfabric/py.typed, sdk/managedops/azure-mgmt-managedops/azure/mgmt/managedops/py.typed, sdk/managedservices/azure-mgmt-managedservices/azure/mgmt/managedservices/py.typed, sdk/managementgroups/azure-mgmt-managementgroups/azure/mgmt/managementgroups/py.typed, sdk/managementpartner/azure-mgmt-managementpartner/azure/mgmt/managementpartner/py.typed, sdk/maps/azure-maps-geolocation/azure/maps/geolocation/_generated/py.typed, sdk/maps/azure-maps-geolocation/azure/maps/geolocation/py.typed, sdk/maps/azure-maps-render/azure/maps/render/py.typed, sdk/maps/azure-maps-route/azure/maps/route/py.typed, sdk/maps/azure-maps-route/mypy.ini, sdk/maps/azure-maps-search/azure/maps/search/py.typed, sdk/maps/azure-maps-search/mypy.ini, sdk/maps/azure-maps-timezone/azure/maps/timezone/py.typed, sdk/maps/azure-maps-timezone/mypy.ini, sdk/maps/azure-maps-weather/azure/maps/weather/py.typed, sdk/maps/azure-maps-weather/mypy.ini, sdk/maps/azure-mgmt-maps/azure/mgmt/maps/py.typed, sdk/marketplace/azure-mgmt-marketplace/azure/mgmt/marketplace/py.typed, sdk/marketplaceordering/azure-mgmt-marketplaceordering/azure/mgmt/marketplaceordering/py.typed, sdk/media/azure-mgmt-media/azure/mgmt/media/py.typed, sdk/migrate/azure-mgmt-migrationassessment/azure/mgmt/migrationassessment/py.typed, sdk/migrationdiscovery/azure-mgmt-migrationdiscoverysap/azure/mgmt/migrationdiscoverysap/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/arm_ml_service/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/azure_ai_assets_v2024_04_01/azureaiassetsv20240401/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/dataset_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/model_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/registry_discovery/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/runhistory/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2020_09_01_dataplanepreview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2021_10_01_dataplanepreview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2023_04_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2023_08_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2024_01_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2024_04_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/workspace_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_utils/_virtual_cluster_utils/_restclient/index_service_apis/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/py.typed, sdk/mongocluster/azure-mgmt-mongocluster/azure/mgmt/mongocluster/py.typed, sdk/mongodbatlas/azure-mgmt-mongodbatlas/azure/mgmt/mongodbatlas/py.typed, sdk/monitor/azure-mgmt-monitor/azure/mgmt/monitor/py.typed, sdk/monitor/azure-mgmt-monitorslis/azure/mgmt/monitorslis/py.typed, sdk/monitor/azure-mgmt-monitorworkspaces/azure/mgmt/monitorworkspaces/py.typed, sdk/monitor/azure-monitor-ingestion/azure/monitor/ingestion/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_generated/exporter/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_quickpulse/_generated/livemetrics/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/mypy.ini, sdk/monitor/azure-monitor-opentelemetry/azure/monitor/opentelemetry/py.typed, sdk/monitor/azure-monitor-opentelemetry/mypy.ini, sdk/monitor/azure-monitor-query/azure/monitor/query/py.typed, sdk/monitor/azure-monitor-querymetrics/azure/monitor/querymetrics/py.typed, sdk/mysqlflexibleservers/azure-mgmt-mysqlflexibleservers/azure/mgmt/mysqlflexibleservers/py.typed, sdk/napsteromniagentapi/azure-mgmt-napsteromniagentapi/azure/mgmt/napsteromniagentapi/py.typed, sdk/neonpostgres/azure-mgmt-neonpostgres/azure/mgmt/neonpostgres/py.typed, sdk/netapp/azure-mgmt-netapp/azure/mgmt/netapp/py.typed, sdk/network/azure-mgmt-dns/azure/mgmt/dns/py.typed, sdk/network/azure-mgmt-frontdoor/azure/mgmt/frontdoor/py.typed, sdk/network/azure-mgmt-network/azure/mgmt/network/py.typed, sdk/network/azure-mgmt-privatedns/azure/mgmt/privatedns/py.typed, sdk/networkanalytics/azure-mgmt-networkanalytics/azure/mgmt/networkanalytics/py.typed, sdk/networkcloud/azure-mgmt-networkcloud/azure/mgmt/networkcloud/py.typed, sdk/networkfunction/azure-mgmt-networkfunction/azure/mgmt/networkfunction/py.typed, sdk/newrelicobservability/azure-mgmt-newrelicobservability/azure/mgmt/newrelicobservability/py.typed, sdk/nginx/azure-mgmt-nginx/azure/mgmt/nginx/py.typed, sdk/notificationhubs/azure-mgmt-notificationhubs/azure/mgmt/notificationhubs/py.typed, sdk/oep/azure-mgmt-oep/azure/mgmt/oep/py.typed, sdk/onlineexperimentation/azure-mgmt-onlineexperimentation/azure/mgmt/onlineexperimentation/py.typed, sdk/onlineexperimentation/azure-onlineexperimentation/azure/onlineexperimentation/py.typed, sdk/openai/azure-openai/azure/openai/py.typed, sdk/operationsmanagement/azure-mgmt-operationsmanagement/azure/mgmt/operationsmanagement/py.typed, sdk/oracledatabase/azure-mgmt-oracledatabase/azure/mgmt/oracledatabase/py.typed, sdk/orbital/azure-mgmt-orbital/azure/mgmt/orbital/py.typed, sdk/paloaltonetworks/azure-mgmt-paloaltonetworksngfw/azure/mgmt/paloaltonetworksngfw/py.typed, sdk/peering/azure-mgmt-peering/azure/mgmt/peering/py.typed, sdk/personalizer/azure-ai-personalizer/azure/ai/personalizer/py.typed, sdk/personalizer/azure-ai-personalizer/mypy.ini, sdk/pineconevectordb/azure-mgmt-pineconevectordb/azure/mgmt/pineconevectordb/py.typed, sdk/planetarycomputer/azure-mgmt-planetarycomputer/azure/mgmt/planetarycomputer/py.typed, sdk/planetarycomputer/azure-planetarycomputer/azure/planetarycomputer/py.typed, sdk/playwright/azure-mgmt-playwright/azure/mgmt/playwright/py.typed, sdk/playwrighttesting/azure-mgmt-playwrighttesting/azure/mgmt/playwrighttesting/py.typed, sdk/policyinsights/azure-mgmt-policyinsights/azure/mgmt/policyinsights/py.typed, sdk/portal/azure-mgmt-portal/azure/mgmt/portal/py.typed, sdk/portalservices/azure-mgmt-portalservicescopilot/azure/mgmt/portalservicescopilot/py.typed, sdk/postgresql/azure-postgresql-auth/azure_postgresql_auth/py.typed, sdk/postgresqlflexibleservers/azure-mgmt-postgresqlflexibleservers/azure/mgmt/postgresqlflexibleservers/py.typed, sdk/powerbidedicated/azure-mgmt-powerbidedicated/azure/mgmt/powerbidedicated/py.typed, sdk/powerbiembedded/azure-mgmt-powerbiembedded/azure/mgmt/powerbiembedded/py.typed, sdk/powerplatform/azure-mgmt-powerplatform/azure/mgmt/powerplatform/py.typed, sdk/programenrollment/azure-mgmt-programenrollment/azure/mgmt/programenrollment/py.typed, sdk/providerhub/azure-mgmt-providerhub/azure/mgmt/providerhub/py.typed, sdk/purestorageblock/azure-mgmt-purestorageblock/azure/mgmt/purestorageblock/py.typed, sdk/purview/azure-mgmt-purview/azure/mgmt/purview/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/account/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/metadatapolicies/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/py.typed, sdk/purview/azure-purview-catalog/azure/purview/catalog/py.typed, sdk/purview/azure-purview-datamap/azure/purview/datamap/py.typed, sdk/purview/azure-purview-scanning/azure/purview/scanning/py.typed, sdk/purview/azure-purview-sharing/azure/purview/sharing/py.typed, sdk/purview/azure-purview-workflow/azure/purview/workflow/py.typed, sdk/quantum/azure-mgmt-quantum/azure/mgmt/quantum/py.typed, sdk/qumulo/azure-mgmt-qumulo/azure/mgmt/qumulo/py.typed, sdk/quota/azure-mgmt-quota/azure/mgmt/quota/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/mariadb/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/mysql/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/postgresql/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservices/azure/mgmt/recoveryservices/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicesbackup-passivestamp/azure/mgmt/recoveryservicesbackup/passivestamp/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicesbackup/azure/mgmt/recoveryservicesbackup/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicessiterecovery/azure/mgmt/recoveryservicessiterecovery/py.typed, sdk/recoveryservicesdatareplication/azure-mgmt-recoveryservicesdatareplication/azure/mgmt/recoveryservicesdatareplication/py.typed, sdk/redhatopenshift/azure-mgmt-redhatopenshift/azure/mgmt/redhatopenshift/py.typed, sdk/redis/azure-mgmt-redis/azure/mgmt/redis/py.typed, sdk/redisenterprise/azure-mgmt-redisenterprise/azure/mgmt/redisenterprise/py.typed, sdk/relationships/azure-mgmt-relationships/azure/mgmt/relationships/py.typed, sdk/relay/azure-mgmt-relay/azure/mgmt/relay/py.typed, sdk/reservations/azure-mgmt-reservations/azure/mgmt/reservations/py.typed, sdk/resiliencemanagement/azure-mgmt-resiliencemanagement/azure/mgmt/resiliencemanagement/py.typed, sdk/resourceconnector/azure-mgmt-resourceconnector/azure/mgmt/resourceconnector/py.typed, sdk/resourcehealth/azure-mgmt-resourcehealth/azure/mgmt/resourcehealth/py.typed, sdk/resourcemover/azure-mgmt-resourcemover/azure/mgmt/resourcemover/py.typed, sdk/resources/azure-mgmt-msi/azure/mgmt/msi/py.typed, sdk/resources/azure-mgmt-resource-bicep/azure/mgmt/resource/bicep/py.typed, sdk/resources/azure-mgmt-resource-changes/azure/mgmt/resource/changes/py.typed, sdk/resources/azure-mgmt-resource-databoundaries/azure/mgmt/resource/databoundaries/py.typed, sdk/resources/azure-mgmt-resource-deployments/azure/mgmt/resource/deployments/py.typed, sdk/resources/azure-mgmt-resource-deploymentscripts/azure/mgmt/resource/deploymentscripts/py.typed |
| Reproducible environment | met | 10 / 10 | devcontainer, Dockerfile, lockfile |
| Demonstrated agent practice | excluded | 0 / 10 | no data |
| Automated maintenance | excluded | 0 / 8 | no data |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Code legibility for models — 80/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | partial | 27 / 45 | Python with type-check config (eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def/azure/keyvault/keys/py.typed, eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def_beta/azure/keyvault/keys/py.typed, eng/tools/azure-sdk-tools/tests/integration/scenarios/pyproject_project_def_with_extension/azure/keyvault/keys/py.typed, pyrightconfig.json, sdk/advisor/azure-mgmt-advisor/azure/mgmt/advisor/py.typed, sdk/agentserver/azure-ai-agentserver-core/azure/ai/agentserver/core/py.typed, sdk/agentserver/azure-ai-agentserver-core/pyrightconfig.json, sdk/agentserver/azure-ai-agentserver-ghcopilot/azure/ai/agentserver/githubcopilot/py.typed, sdk/agentserver/azure-ai-agentserver-invocations/azure/ai/agentserver/invocations/py.typed, sdk/agentserver/azure-ai-agentserver-invocations/pyrightconfig.json, sdk/agentserver/azure-ai-agentserver-optimization/azure/ai/agentserver/optimization/py.typed, sdk/agentserver/azure-ai-agentserver-responses/azure/ai/agentserver/responses/models/_generated/sdk/models/py.typed, sdk/agentserver/azure-ai-agentserver-responses/azure/ai/agentserver/responses/py.typed, sdk/agentserver/azure-ai-agentserver-responses/mypy.ini, sdk/agricultureplatform/azure-mgmt-agricultureplatform/azure/mgmt/agricultureplatform/py.typed, sdk/agrifood/azure-agrifood-farming/azure/agrifood/farming/py.typed, sdk/agrifood/azure-mgmt-agrifood/azure/mgmt/agrifood/py.typed, sdk/ai/azure-ai-agents/azure/ai/agents/py.typed, sdk/ai/azure-ai-agents/pyrightconfig.json, sdk/ai/azure-ai-inference/azure/ai/inference/py.typed, sdk/ai/azure-ai-projects/azure/ai/projects/py.typed, sdk/ai/azure-ai-projects/pyrightconfig.json, sdk/aks/azure-mgmt-devspaces/azure/mgmt/devspaces/py.typed, sdk/alertsmanagement/azure-mgmt-alertprocessingrules/azure/mgmt/alertprocessingrules/py.typed, sdk/alertsmanagement/azure-mgmt-alertsmanagement/azure/mgmt/alertsmanagement/py.typed, sdk/alertsmanagement/azure-mgmt-prometheusrulegroups/azure/mgmt/prometheusrulegroups/py.typed, sdk/anomalydetector/azure-ai-anomalydetector/azure/ai/anomalydetector/py.typed, sdk/apicenter/azure-mgmt-apicenter/azure/mgmt/apicenter/py.typed, sdk/apimanagement/azure-mgmt-apimanagement/azure/mgmt/apimanagement/py.typed, sdk/app/azure-mgmt-app/azure/mgmt/app/py.typed, sdk/appcomplianceautomation/azure-mgmt-appcomplianceautomation/azure/mgmt/appcomplianceautomation/py.typed, sdk/appconfiguration/azure-appconfiguration-provider/azure/appconfiguration/provider/py.typed, sdk/appconfiguration/azure-appconfiguration/azure/appconfiguration/py.typed, sdk/appconfiguration/azure-appconfiguration/mypy.ini, sdk/appconfiguration/azure-mgmt-appconfiguration/azure/mgmt/appconfiguration/py.typed, sdk/appcontainers/azure-mgmt-appcontainers/azure/mgmt/appcontainers/py.typed, sdk/applicationinsights/azure-mgmt-applicationinsights/azure/mgmt/applicationinsights/py.typed, sdk/appnetwork/azure-mgmt-appnetwork/azure/mgmt/appnetwork/py.typed, sdk/appplatform/azure-mgmt-appplatform/azure/mgmt/appplatform/py.typed, sdk/appservice/azure-mgmt-web/azure/mgmt/web/py.typed, sdk/arizeaiobservabilityeval/azure-mgmt-arizeaiobservabilityeval/azure/mgmt/arizeaiobservabilityeval/py.typed, sdk/artifactsigning/azure-mgmt-artifactsigning/azure/mgmt/artifactsigning/py.typed, sdk/astro/azure-mgmt-astro/azure/mgmt/astro/py.typed, sdk/attestation/azure-mgmt-attestation/azure/mgmt/attestation/py.typed, sdk/attestation/azure-security-attestation/azure/security/attestation/py.typed, sdk/authorization/azure-mgmt-authorization/azure/mgmt/authorization/py.typed, sdk/automanage/azure-mgmt-automanage/azure/mgmt/automanage/py.typed, sdk/automation/azure-mgmt-automation/azure/mgmt/automation/py.typed, sdk/azurearcdata/azure-mgmt-azurearcdata/azure/mgmt/azurearcdata/py.typed, sdk/azurestack/azure-mgmt-azurestack/azure/mgmt/azurestack/py.typed, sdk/azurestackhci/azure-mgmt-azurestackhci/azure/mgmt/azurestackhci/py.typed, sdk/azurestackhci/azure-mgmt-azurestackhcivm/azure/mgmt/azurestackhcivm/py.typed, sdk/baremetalinfrastructure/azure-mgmt-baremetalinfrastructure/azure/mgmt/baremetalinfrastructure/py.typed, sdk/batch/azure-batch/azure/batch/py.typed, sdk/batch/azure-mgmt-batch/azure/mgmt/batch/py.typed, sdk/billing/azure-mgmt-billing/azure/mgmt/billing/py.typed, sdk/billingbenefits/azure-mgmt-billingbenefits/azure/mgmt/billingbenefits/py.typed, sdk/billingtrust/azure-mgmt-billingtrust/azure/mgmt/billingtrust/py.typed, sdk/botservice/azure-mgmt-botservice/azure/mgmt/botservice/py.typed, sdk/carbonoptimization/azure-mgmt-carbonoptimization/azure/mgmt/carbonoptimization/py.typed, sdk/cdn/azure-mgmt-cdn/azure/mgmt/cdn/py.typed, sdk/certificateregistration/azure-mgmt-certificateregistration/azure/mgmt/certificateregistration/py.typed, sdk/changeanalysis/azure-mgmt-changeanalysis/azure/mgmt/changeanalysis/py.typed, sdk/chaos/azure-mgmt-chaos/azure/mgmt/chaos/py.typed, sdk/cloudhealth/azure-mgmt-cloudhealth/azure/mgmt/cloudhealth/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations-authoring/azure/ai/language/conversations/authoring/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations/azure/ai/language/conversations/py.typed, sdk/cognitivelanguage/azure-ai-language-conversations/pyrightconfig.json, sdk/cognitivelanguage/azure-ai-language-questionanswering-authoring/azure/ai/language/questionanswering/authoring/py.typed, sdk/cognitivelanguage/azure-ai-language-questionanswering-authoring/azure/ai/language/questionanswering/py.typed, sdk/cognitivelanguage/azure-ai-language-questionanswering/azure/ai/language/questionanswering/py.typed, sdk/cognitivelanguage/azure-ai-textanalytics-authoring/azure/ai/textanalytics/authoring/py.typed, sdk/cognitivelanguage/azure-ai-textanalytics/azure/ai/textanalytics/py.typed, 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sdk/desktopvirtualization/azure-mgmt-desktopvirtualization/azure/mgmt/desktopvirtualization/py.typed, sdk/devcenter/azure-developer-devcenter/azure/developer/devcenter/py.typed, sdk/devcenter/azure-mgmt-devcenter/azure/mgmt/devcenter/py.typed, sdk/devhub/azure-mgmt-devhub/azure/mgmt/devhub/py.typed, sdk/deviceregistry/azure-mgmt-deviceregistry/azure/mgmt/deviceregistry/py.typed, sdk/deviceupdate/azure-iot-deviceupdate/azure/iot/deviceupdate/py.typed, sdk/deviceupdate/azure-mgmt-deviceupdate/azure/mgmt/deviceupdate/py.typed, sdk/devopsinfrastructure/azure-mgmt-devopsinfrastructure/azure/mgmt/devopsinfrastructure/py.typed, sdk/devtestlabs/azure-mgmt-devtestlabs/azure/mgmt/devtestlabs/py.typed, sdk/digitaltwins/azure-digitaltwins-core/azure/digitaltwins/core/_generated/py.typed, sdk/digitaltwins/azure-digitaltwins-core/azure/digitaltwins/core/py.typed, sdk/digitaltwins/azure-mgmt-digitaltwins/azure/mgmt/digitaltwins/py.typed, 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sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/_vendor/storage/blob/_generated/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/_vendor/storage/blob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob-aio/azure/eventhub/extensions/checkpointstoreblobaio/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/_vendor/storage/blob/_generated/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/_vendor/storage/blob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoreblob/azure/eventhub/extensions/checkpointstoreblob/py.typed, sdk/eventhub/azure-eventhub-checkpointstoretable/azure/eventhub/extensions/checkpointstoretable/_vendor/data/tables/_generated/py.typed, 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sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2023_07_31/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2_0/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/_generated/v2_1/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/azure/ai/formrecognizer/py.typed, sdk/formrecognizer/azure-ai-formrecognizer/mypy.ini, sdk/graphservices/azure-mgmt-graphservices/azure/mgmt/graphservices/py.typed, sdk/hanaonazure/azure-mgmt-hanaonazure/azure/mgmt/hanaonazure/py.typed, sdk/hardwaresecuritymodules/azure-mgmt-hardwaresecuritymodules/azure/mgmt/hardwaresecuritymodules/py.typed, sdk/hdinsight/azure-mgmt-hdinsight/azure/mgmt/hdinsight/py.typed, sdk/healthbot/azure-mgmt-healthbot/azure/mgmt/healthbot/py.typed, sdk/healthcareapis/azure-mgmt-healthcareapis/azure/mgmt/healthcareapis/py.typed, sdk/healthdataaiservices/azure-health-deidentification/azure/health/deidentification/py.typed, sdk/healthdataaiservices/azure-mgmt-healthdataaiservices/azure/mgmt/healthdataaiservices/py.typed, sdk/healthinsights/azure-healthinsights-cancerprofiling/azure/healthinsights/cancerprofiling/py.typed, sdk/healthinsights/azure-healthinsights-clinicalmatching/azure/healthinsights/clinicalmatching/py.typed, sdk/healthinsights/azure-healthinsights-radiologyinsights/azure/healthinsights/radiologyinsights/py.typed, sdk/horizondb/azure-mgmt-horizondb/azure/mgmt/horizondb/py.typed, sdk/hybridcompute/azure-mgmt-hybridcompute/azure/mgmt/hybridcompute/py.typed, sdk/hybridconnectivity/azure-mgmt-hybridconnectivity/azure/mgmt/hybridconnectivity/py.typed, sdk/hybridcontainerservice/azure-mgmt-hybridcontainerservice/azure/mgmt/hybridcontainerservice/py.typed, sdk/hybridkubernetes/azure-mgmt-hybridkubernetes/azure/mgmt/hybridkubernetes/py.typed, sdk/hybridnetwork/azure-mgmt-hybridnetwork/azure/mgmt/hybridnetwork/py.typed, sdk/identity/azure-identity-broker/azure/identity/broker/py.typed, sdk/identity/azure-identity/azure/identity/py.typed, sdk/impactreporting/azure-mgmt-impactreporting/azure/mgmt/impactreporting/py.typed, sdk/informaticadatamanagement/azure-mgmt-informaticadatamanagement/azure/mgmt/informaticadatamanagement/py.typed, sdk/iotfirmwaredefense/azure-mgmt-iotfirmwaredefense/azure/mgmt/iotfirmwaredefense/py.typed, sdk/iothub/azure-iot-deviceprovisioning/azure/iot/deviceprovisioning/py.typed, sdk/iothub/azure-iot-deviceprovisioning/py.typed, sdk/iothub/azure-mgmt-iotcentral/azure/mgmt/iotcentral/py.typed, sdk/iothub/azure-mgmt-iothub/azure/mgmt/iothub/py.typed, sdk/iothub/azure-mgmt-iothubprovisioningservices/azure/mgmt/iothubprovisioningservices/py.typed, sdk/iotoperations/azure-mgmt-iotoperations/azure/mgmt/iotoperations/py.typed, sdk/keyvault/azure-keyvault-administration/azure/keyvault/administration/_generated/py.typed, sdk/keyvault/azure-keyvault-administration/azure/keyvault/administration/py.typed, sdk/keyvault/azure-keyvault-administration/mypy.ini, sdk/keyvault/azure-keyvault-certificates/azure/keyvault/certificates/_generated/py.typed, sdk/keyvault/azure-keyvault-certificates/azure/keyvault/certificates/py.typed, sdk/keyvault/azure-keyvault-certificates/mypy.ini, sdk/keyvault/azure-keyvault-keys/azure/keyvault/keys/_generated/py.typed, sdk/keyvault/azure-keyvault-keys/azure/keyvault/keys/py.typed, sdk/keyvault/azure-keyvault-keys/mypy.ini, sdk/keyvault/azure-keyvault-secrets/azure/keyvault/secrets/_generated/py.typed, sdk/keyvault/azure-keyvault-secrets/azure/keyvault/secrets/py.typed, sdk/keyvault/azure-keyvault-secrets/mypy.ini, sdk/keyvault/azure-keyvault-secrets/pyrightconfig.json, sdk/keyvault/azure-keyvault-securitydomain/azure/keyvault/securitydomain/py.typed, sdk/keyvault/azure-mgmt-keyvault/azure/mgmt/keyvault/py.typed, sdk/kubernetesconfiguration/azure-mgmt-kubernetesconfiguration-extensions/azure/mgmt/kubernetesconfiguration/extensions/py.typed, 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sdk/machinelearning/azure-mgmt-machinelearningcompute/azure/mgmt/machinelearningcompute/py.typed, sdk/machinelearning/azure-mgmt-machinelearningservices/azure/mgmt/machinelearningservices/py.typed, sdk/maintenance/azure-mgmt-maintenance/azure/mgmt/maintenance/py.typed, sdk/managedapplications/azure-mgmt-managedapplications/azure/mgmt/managedapplications/py.typed, sdk/managednetworkfabric/azure-mgmt-managednetworkfabric/azure/mgmt/managednetworkfabric/py.typed, sdk/managedops/azure-mgmt-managedops/azure/mgmt/managedops/py.typed, sdk/managedservices/azure-mgmt-managedservices/azure/mgmt/managedservices/py.typed, sdk/managementgroups/azure-mgmt-managementgroups/azure/mgmt/managementgroups/py.typed, sdk/managementpartner/azure-mgmt-managementpartner/azure/mgmt/managementpartner/py.typed, sdk/maps/azure-maps-geolocation/azure/maps/geolocation/_generated/py.typed, sdk/maps/azure-maps-geolocation/azure/maps/geolocation/py.typed, sdk/maps/azure-maps-render/azure/maps/render/py.typed, sdk/maps/azure-maps-route/azure/maps/route/py.typed, sdk/maps/azure-maps-route/mypy.ini, sdk/maps/azure-maps-search/azure/maps/search/py.typed, sdk/maps/azure-maps-search/mypy.ini, sdk/maps/azure-maps-timezone/azure/maps/timezone/py.typed, sdk/maps/azure-maps-timezone/mypy.ini, sdk/maps/azure-maps-weather/azure/maps/weather/py.typed, sdk/maps/azure-maps-weather/mypy.ini, sdk/maps/azure-mgmt-maps/azure/mgmt/maps/py.typed, sdk/marketplace/azure-mgmt-marketplace/azure/mgmt/marketplace/py.typed, sdk/marketplaceordering/azure-mgmt-marketplaceordering/azure/mgmt/marketplaceordering/py.typed, sdk/media/azure-mgmt-media/azure/mgmt/media/py.typed, sdk/migrate/azure-mgmt-migrationassessment/azure/mgmt/migrationassessment/py.typed, sdk/migrationdiscovery/azure-mgmt-migrationdiscoverysap/azure/mgmt/migrationdiscoverysap/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/arm_ml_service/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/azure_ai_assets_v2024_04_01/azureaiassetsv20240401/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/dataset_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/model_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/registry_discovery/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/runhistory/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2020_09_01_dataplanepreview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2021_10_01_dataplanepreview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2023_04_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2023_08_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2024_01_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/v2024_04_01_preview/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_restclient/workspace_dataplane/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/_utils/_virtual_cluster_utils/_restclient/index_service_apis/py.typed, sdk/ml/azure-ai-ml/azure/ai/ml/py.typed, sdk/mongocluster/azure-mgmt-mongocluster/azure/mgmt/mongocluster/py.typed, sdk/mongodbatlas/azure-mgmt-mongodbatlas/azure/mgmt/mongodbatlas/py.typed, sdk/monitor/azure-mgmt-monitor/azure/mgmt/monitor/py.typed, sdk/monitor/azure-mgmt-monitorslis/azure/mgmt/monitorslis/py.typed, sdk/monitor/azure-mgmt-monitorworkspaces/azure/mgmt/monitorworkspaces/py.typed, sdk/monitor/azure-monitor-ingestion/azure/monitor/ingestion/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_generated/exporter/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_quickpulse/_generated/livemetrics/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/py.typed, sdk/monitor/azure-monitor-opentelemetry-exporter/mypy.ini, sdk/monitor/azure-monitor-opentelemetry/azure/monitor/opentelemetry/py.typed, sdk/monitor/azure-monitor-opentelemetry/mypy.ini, sdk/monitor/azure-monitor-query/azure/monitor/query/py.typed, sdk/monitor/azure-monitor-querymetrics/azure/monitor/querymetrics/py.typed, sdk/mysqlflexibleservers/azure-mgmt-mysqlflexibleservers/azure/mgmt/mysqlflexibleservers/py.typed, sdk/napsteromniagentapi/azure-mgmt-napsteromniagentapi/azure/mgmt/napsteromniagentapi/py.typed, sdk/neonpostgres/azure-mgmt-neonpostgres/azure/mgmt/neonpostgres/py.typed, sdk/netapp/azure-mgmt-netapp/azure/mgmt/netapp/py.typed, sdk/network/azure-mgmt-dns/azure/mgmt/dns/py.typed, sdk/network/azure-mgmt-frontdoor/azure/mgmt/frontdoor/py.typed, sdk/network/azure-mgmt-network/azure/mgmt/network/py.typed, sdk/network/azure-mgmt-privatedns/azure/mgmt/privatedns/py.typed, sdk/networkanalytics/azure-mgmt-networkanalytics/azure/mgmt/networkanalytics/py.typed, sdk/networkcloud/azure-mgmt-networkcloud/azure/mgmt/networkcloud/py.typed, sdk/networkfunction/azure-mgmt-networkfunction/azure/mgmt/networkfunction/py.typed, sdk/newrelicobservability/azure-mgmt-newrelicobservability/azure/mgmt/newrelicobservability/py.typed, sdk/nginx/azure-mgmt-nginx/azure/mgmt/nginx/py.typed, sdk/notificationhubs/azure-mgmt-notificationhubs/azure/mgmt/notificationhubs/py.typed, sdk/oep/azure-mgmt-oep/azure/mgmt/oep/py.typed, sdk/onlineexperimentation/azure-mgmt-onlineexperimentation/azure/mgmt/onlineexperimentation/py.typed, sdk/onlineexperimentation/azure-onlineexperimentation/azure/onlineexperimentation/py.typed, sdk/openai/azure-openai/azure/openai/py.typed, sdk/operationsmanagement/azure-mgmt-operationsmanagement/azure/mgmt/operationsmanagement/py.typed, sdk/oracledatabase/azure-mgmt-oracledatabase/azure/mgmt/oracledatabase/py.typed, sdk/orbital/azure-mgmt-orbital/azure/mgmt/orbital/py.typed, sdk/paloaltonetworks/azure-mgmt-paloaltonetworksngfw/azure/mgmt/paloaltonetworksngfw/py.typed, sdk/peering/azure-mgmt-peering/azure/mgmt/peering/py.typed, sdk/personalizer/azure-ai-personalizer/azure/ai/personalizer/py.typed, sdk/personalizer/azure-ai-personalizer/mypy.ini, sdk/pineconevectordb/azure-mgmt-pineconevectordb/azure/mgmt/pineconevectordb/py.typed, sdk/planetarycomputer/azure-mgmt-planetarycomputer/azure/mgmt/planetarycomputer/py.typed, sdk/planetarycomputer/azure-planetarycomputer/azure/planetarycomputer/py.typed, sdk/playwright/azure-mgmt-playwright/azure/mgmt/playwright/py.typed, sdk/playwrighttesting/azure-mgmt-playwrighttesting/azure/mgmt/playwrighttesting/py.typed, sdk/policyinsights/azure-mgmt-policyinsights/azure/mgmt/policyinsights/py.typed, sdk/portal/azure-mgmt-portal/azure/mgmt/portal/py.typed, sdk/portalservices/azure-mgmt-portalservicescopilot/azure/mgmt/portalservicescopilot/py.typed, sdk/postgresql/azure-postgresql-auth/azure_postgresql_auth/py.typed, sdk/postgresqlflexibleservers/azure-mgmt-postgresqlflexibleservers/azure/mgmt/postgresqlflexibleservers/py.typed, sdk/powerbidedicated/azure-mgmt-powerbidedicated/azure/mgmt/powerbidedicated/py.typed, sdk/powerbiembedded/azure-mgmt-powerbiembedded/azure/mgmt/powerbiembedded/py.typed, sdk/powerplatform/azure-mgmt-powerplatform/azure/mgmt/powerplatform/py.typed, sdk/programenrollment/azure-mgmt-programenrollment/azure/mgmt/programenrollment/py.typed, sdk/providerhub/azure-mgmt-providerhub/azure/mgmt/providerhub/py.typed, sdk/purestorageblock/azure-mgmt-purestorageblock/azure/mgmt/purestorageblock/py.typed, sdk/purview/azure-mgmt-purview/azure/mgmt/purview/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/account/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/metadatapolicies/py.typed, sdk/purview/azure-purview-administration/azure/purview/administration/py.typed, sdk/purview/azure-purview-catalog/azure/purview/catalog/py.typed, sdk/purview/azure-purview-datamap/azure/purview/datamap/py.typed, sdk/purview/azure-purview-scanning/azure/purview/scanning/py.typed, sdk/purview/azure-purview-sharing/azure/purview/sharing/py.typed, sdk/purview/azure-purview-workflow/azure/purview/workflow/py.typed, sdk/quantum/azure-mgmt-quantum/azure/mgmt/quantum/py.typed, sdk/qumulo/azure-mgmt-qumulo/azure/mgmt/qumulo/py.typed, sdk/quota/azure-mgmt-quota/azure/mgmt/quota/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/mariadb/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/mysql/py.typed, sdk/rdbms/azure-mgmt-rdbms/azure/mgmt/rdbms/postgresql/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservices/azure/mgmt/recoveryservices/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicesbackup-passivestamp/azure/mgmt/recoveryservicesbackup/passivestamp/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicesbackup/azure/mgmt/recoveryservicesbackup/py.typed, sdk/recoveryservices/azure-mgmt-recoveryservicessiterecovery/azure/mgmt/recoveryservicessiterecovery/py.typed, sdk/recoveryservicesdatareplication/azure-mgmt-recoveryservicesdatareplication/azure/mgmt/recoveryservicesdatareplication/py.typed, sdk/redhatopenshift/azure-mgmt-redhatopenshift/azure/mgmt/redhatopenshift/py.typed, sdk/redis/azure-mgmt-redis/azure/mgmt/redis/py.typed, sdk/redisenterprise/azure-mgmt-redisenterprise/azure/mgmt/redisenterprise/py.typed, sdk/relationships/azure-mgmt-relationships/azure/mgmt/relationships/py.typed, sdk/relay/azure-mgmt-relay/azure/mgmt/relay/py.typed, sdk/reservations/azure-mgmt-reservations/azure/mgmt/reservations/py.typed, sdk/resiliencemanagement/azure-mgmt-resiliencemanagement/azure/mgmt/resiliencemanagement/py.typed, sdk/resourceconnector/azure-mgmt-resourceconnector/azure/mgmt/resourceconnector/py.typed, sdk/resourcehealth/azure-mgmt-resourcehealth/azure/mgmt/resourcehealth/py.typed, sdk/resourcemover/azure-mgmt-resourcemover/azure/mgmt/resourcemover/py.typed, sdk/resources/azure-mgmt-msi/azure/mgmt/msi/py.typed, sdk/resources/azure-mgmt-resource-bicep/azure/mgmt/resource/bicep/py.typed, sdk/resources/azure-mgmt-resource-changes/azure/mgmt/resource/changes/py.typed, sdk/resources/azure-mgmt-resource-databoundaries/azure/mgmt/resource/databoundaries/py.typed, sdk/resources/azure-mgmt-resource-deployments/azure/mgmt/resource/deployments/py.typed, sdk/resources/azure-mgmt-resource-deploymentscripts/azure/mgmt/resource/deploymentscripts/py.typed) |
| Manageable file sizes | partial | 53.1 / 55 | 1274/35939 source files over 60KB |

### Machine-readable interfaces — 60/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| API schema (OpenAPI/GraphQL/proto) | not met | 0 / 40 | — |
| MCP server | met | 20 / 20 | — |
| Runnable examples | met | 40 / 40 | example, examples, notebooks, sample, samples |

## Collection warnings

- File tree truncated by GitHub API; file-based signals may be incomplete
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

## What this report is

inspect.software measures public repositories against a single published, versioned methodology and reports the result as a 1–100 health index. Findings are signals derived from what is visible in public repository data — they are not a security audit, a warranty, or an endorsement, and no result depends on payment.

- Methodology, formulas and weights: https://inspect.software/methodology.md
- What a result does and does not claim: https://inspect.software/wiki/signals-not-warranties.md
- Rating bands: https://inspect.software/wiki/scoring-bands.md
- Corrections: https://inspect.software/contact.md
- Index of all documents: https://inspect.software/llms.txt