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Feat/observability support#798

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Pouyanpi merged 29 commits intodevelopNVIDIA/NeMo-Guardrails:developfrom feat/observability-supportNVIDIA/NeMo-Guardrails:feat/observability-supportCopy head branch name to clipboardOct 18, 2024

+1,323-2

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Commits on Oct 16, 2024

• feat: Implement tracing module

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• feat(tracing): add JSON and OpenTelemetry adapters

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• feat(config): add tracing configuration support

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• refactor(tracing): restructure adapters to avoid circular imports

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• feat(tracing): add TracingConfig support to Tracer

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• fix(adapter_factory): pop name from config before passing to class instance

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• refactor: rename JsonAdapter to FileSystemAdapter

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• feat(tracing): add tracing support to LLMRails

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• feat(tests): add tests for tracing adapters

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• refactor: rename AdapterConfig to LogAdapterConfig

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• feat: add async export method to Tracer class

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• fix: change trace file extension to .jsonl

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• feat: Implement LogAdapterRegistry for tracing adapters

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• feat: register tracing adapters in __init__.py

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• feat: add async support to tracing adapters

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• feat: add async support and adapter factory to tracer

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• feat(tracing): integrate async tracing in LLMRails

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• test(tracing): add async tracing tests

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• chore: remove adapter_factory

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• fix: handle missing OpenTelemetryAdapter gracefully

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• test: skip test if aiofiles is not installed

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• docs: add tracing configuration guide

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• fix: reinitialize executor if shut down in OpenTelemetryAdapter

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• feat: add example configuration for tracing

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• feat: add tracing dependencies to pyproject.toml

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• feat(config): set default values for LogAdapterConfig

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• refactor: simplify OpenTelemetryAdapter initialization and fix unexpected end

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• refactor: update OpenTelemetryAdapter unit tests

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• fix: ensure correct response extraction in LLMRails to conform current api

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