OpenTelemetry transformers instrumentation

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for galklm from gravatar.com galklm Avatar for nirga from gravatar.com nirga

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache-2.0)
  • Author: Gal Kleinman
  • Requires: Python <4, >=3.9
Classifiers
Report project as malware

Project description

OpenTelemetry HuggingFace Transformers Instrumentation

This library allows tracing texte generation calls sent with the official HuggingFace Transformers library.

Installation

pip install opentelemetry-instrumentation-transformers

Example usage

from opentelemetry.instrumentation.transformers import TransformersInstrumentor

TransformersInstrumentor().instrument()

Privacy

By default, this instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs.

However, you may want to disable this logging for privacy reasons, as they may contain highly sensitive data from your users. You may also simply want to reduce the size of your traces.

To disable logging, set the TRACELOOP_TRACE_CONTENT environment variable to false.

TRACELOOP_TRACE_CONTENT=false

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for galklm from gravatar.com galklm Avatar for nirga from gravatar.com nirga

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache-2.0)
  • Author: Gal Kleinman
  • Requires: Python <4, >=3.9
Classifiers

Release history Release notifications | RSS feed

0.53.3

0.53.2

0.53.0

0.52.6

0.52.5

0.52.4

0.52.3

0.52.2

0.52.1

0.52.0

0.51.1

0.51.0

0.50.1

0.49.8

0.49.7

0.49.6

0.49.5

0.49.4

0.49.3

0.49.2

0.49.1

0.49.0

0.48.2

0.48.1

0.48.0

0.47.5

0.47.4

0.47.3

0.47.2

0.47.1

0.47.0

0.46.2

0.46.1

0.46.0

0.45.6

0.45.5

0.45.4

0.45.3

0.45.2

0.45.1

0.45.0

0.44.3

0.44.2

0.44.1

0.44.0

0.43.1

0.43.0

0.42.0

0.41.0

0.40.14

0.40.13

0.40.12

0.40.11

0.40.10

0.40.9

0.40.8

0.40.7

0.40.6

0.40.5

0.40.4

0.40.3

0.40.2

0.39.4

0.39.3

0.39.2

0.39.1

0.39.0

0.38.12

0.38.11

0.38.10

0.38.9

0.38.8

0.38.7

0.38.6

0.38.5

0.38.4

0.38.3

0.38.2

0.38.1

0.38.0

0.37.1

0.36.1

0.36.0

0.35.0

0.34.1

0.34.0

0.33.12

0.33.11

0.33.10

0.33.9

0.33.8

0.33.7

0.33.6

0.33.5

0.33.4

0.33.3

0.33.2

0.33.1

0.33.0

0.32.2

0.32.1

0.32.0

0.31.4

0.31.3

0.31.2

0.31.1

0.31.0

0.30.1

0.30.0

0.29.2

0.29.1

0.29.0

0.28.2

0.28.1

0.28.0

0.27.0

0.26.5

0.26.4

0.26.3

0.26.2

0.26.1

0.26.0

0.25.6

0.25.5

0.25.4

0.25.3

0.25.2

0.25.1

0.25.0

0.24.0

0.23.0

0.22.1

0.22.0

0.21.5

0.21.4

0.21.3

0.21.2

0.21.1

0.21.0

0.20.0

0.19.0

0.18.2

0.18.1

0.18.0

0.17.7

0.17.6

0.17.5

0.17.4

0.17.3

0.17.2

0.17.1

0.17.0

0.16.9

This version

0.16.8

0.16.7

0.16.6

0.16.5

0.16.4

0.16.3

0.16.2

0.16.1

0.16.0

0.15.13

0.15.12

0.15.11

0.15.10

0.15.9

0.15.8

0.15.7

0.15.6

0.15.5

0.15.4

0.15.3

0.15.2

0.15.1

0.15.0

0.14.5

0.14.4

0.14.3

0.14.2

0.14.1

0.14.0

0.13.3

0.13.2

0.13.1

0.13.0

0.12.5

0.12.4

0.12.3

0.12.2

0.12.1

0.12.0

0.11.3

0.11.2

0.11.1

0.11.0

0.10.5

0.10.4

0.10.3

0.10.2

0.10.1

0.10.0

0.9.4

0.9.3

0.9.2

0.9.1

0.9.0

0.8.2

0.8.0

0.7.0

0.6.0

0.5.3

0.5.2

0.5.1

0.5.0

0.4.2

0.4.1

0.4.0

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.1

0.2.0

0.1.12

0.1.11

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.3

0.0.4

0.0.3

0.0.2

0.0.1

0.0.1a5 pre-release

0.0.1a4 pre-release

0.0.1a3 pre-release

0.0.1a2 pre-release

0.0.1a1 pre-release

0.0.1a0 pre-release

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

opentelemetry_instrumentation_transformers-0.16.8.tar.gz (3.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

opentelemetry_instrumentation_transformers-0.16.8-py3-none-any.whl (5.2 kB view details)

Uploaded Python 3

File details

Details for the file opentelemetry_instrumentation_transformers-0.16.8.tar.gz.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_transformers-0.16.8.tar.gz
Algorithm Hash digest
SHA256 3d34d1810ec928067bb6110d32b31e94f90fc6e60d777901247a5f8b17d15b12
MD5 fc81220f1b2ea6b6af378f3b75df8a34
BLAKE2b-256 6d1c118678b9074b158f2e201785d707813456769a59d68b167e7c1338fccf72

See more details on using hashes here.

File details

Details for the file opentelemetry_instrumentation_transformers-0.16.8-py3-none-any.whl.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_transformers-0.16.8-py3-none-any.whl
Algorithm Hash digest
SHA256 9766a4e676d027d841e5c1dc1d49ac783309c1efe7155eaac9d4fad34eba5d08
MD5 4307cf95c6f55f6fe7671cd94ab09d11
BLAKE2b-256 2461ed02be925355cd3b015273b4b9a9d1b65e080808f0a5954791e275ac71de

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page