[MLOB-1561] LLM Observability SDK API

[sabrenner]

What does this PR do?

Adds an LLM Observability SDK API onto the tracer.

Motivation

Part of the LLM Observability SDK release. This is the last PR for the main SDK. A follow-up PR will be for an OpenAI LLM Obs plugin.

[github-actions]

Overall package size

Self size: 7.32 MB
Deduped: 62.69 MB
No deduping: 62.97 MB

Dependency sizes

| name | version | self size | total size | |------|---------|-----------|------------| | @datadog/native-appsec | 8.1.1 | 18.67 MB | 18.68 MB | | @datadog/native-iast-taint-tracking | 3.1.0 | 12.27 MB | 12.28 MB | | @datadog/pprof | 5.3.0 | 9.85 MB | 10.22 MB | | protobufjs | 7.2.5 | 2.77 MB | 5.16 MB | | @datadog/native-iast-rewriter | 2.4.1 | 2.14 MB | 2.23 MB | | @opentelemetry/core | 1.14.0 | 872.87 kB | 1.47 MB | | @datadog/native-metrics | 2.0.0 | 898.77 kB | 1.3 MB | | @opentelemetry/api | 1.8.0 | 1.21 MB | 1.21 MB | | jsonpath-plus | 9.0.0 | 580.4 kB | 1.03 MB | | import-in-the-middle | 1.8.1 | 71.67 kB | 785.15 kB | | msgpack-lite | 0.1.26 | 201.16 kB | 281.59 kB | | opentracing | 0.14.7 | 194.81 kB | 194.81 kB | | pprof-format | 2.1.0 | 111.69 kB | 111.69 kB | | @datadog/sketches-js | 2.1.0 | 109.9 kB | 109.9 kB | | semver | 7.6.3 | 95.82 kB | 95.82 kB | | lodash.sortby | 4.7.0 | 75.76 kB | 75.76 kB | | lru-cache | 7.14.0 | 74.95 kB | 74.95 kB | | ignore | 5.3.1 | 51.46 kB | 51.46 kB | | int64-buffer | 0.1.10 | 49.18 kB | 49.18 kB | | shell-quote | 1.8.1 | 44.96 kB | 44.96 kB | | istanbul-lib-coverage | 3.2.0 | 29.34 kB | 29.34 kB | | rfdc | 1.3.1 | 25.21 kB | 25.21 kB | | tlhunter-sorted-set | 0.1.0 | 24.94 kB | 24.94 kB | | limiter | 1.1.5 | 23.17 kB | 23.17 kB | | dc-polyfill | 0.1.4 | 23.1 kB | 23.1 kB | | retry | 0.13.1 | 18.85 kB | 18.85 kB | | jest-docblock | 29.7.0 | 8.99 kB | 12.76 kB | | crypto-randomuuid | 1.0.0 | 11.18 kB | 11.18 kB | | koalas | 1.0.2 | 6.47 kB | 6.47 kB | | path-to-regexp | 0.1.10 | 6.38 kB | 6.38 kB | | module-details-from-path | 1.0.3 | 4.47 kB | 4.47 kB |

_{🤖 This report was automatically generated by heaviest-objects-in-the-universe}

[pr-commenter]

Benchmarks

Benchmark execution time: 2024-10-11 17:01:36

Comparing candidate commit e02c993 in PR branch sabrenner/llmobs-sdk-sdk with baseline commit 38225ed in branch sabrenner/llmobs-sdk-release.

Found 0 performance improvements and 3 performance regressions! Performance is the same for 257 metrics, 6 unstable metrics.

scenario:plugin-graphql-with-depth-and-collapse-on-18

• 🟥 max_rss_usage [+79.842MB; +91.450MB] or [+9.338%; +10.695%]

scenario:plugin-graphql-with-depth-off-18

• 🟥 max_rss_usage [+85.873MB; +97.643MB] or [+10.211%; +11.611%]

scenario:plugin-graphql-with-depth-on-max-18

• 🟥 max_rss_usage [+79.048MB; +93.972MB] or [+9.254%; +11.001%]

[sergey-mamulchenko]

Hi, we're interested to try out monitoring LLMs used in our Node application. Do you have an idea when JS SDK is planned to be shipped?