feat(llama-index): add loongsuite-instrumentation-llama-index (#18)

.github/workflows/loongsuite_lint_0.yml

@@ -84,7 +84,7 @@ jobs:
         shell: bash
         env:
           LOONGSUITE_ALL_JOBS: >-
-            [{"name": "lint-loongsuite-instrumentation-agentscope", "package": "loongsuite-instrumentation-agentscope", "tox_env": "lint-loongsuite-instrumentation-agentscope", "ui_name": "loongsuite-instrumentation-agentscope"}, {"name": "lint-loongsuite-instrumentation-dashscope", "package": "loongsuite-instrumentation-dashscope", "tox_env": "lint-loongsuite-instrumentation-dashscope", "ui_name": "loongsuite-instrumentation-dashscope"}, {"name": "lint-loongsuite-instrumentation-claude-agent-sdk", "package": "loongsuite-instrumentation-claude-agent-sdk", "tox_env": "lint-loongsuite-instrumentation-claude-agent-sdk", "ui_name": "loongsuite-instrumentation-claude-agent-sdk"}, {"name": "lint-loongsuite-instrumentation-google-adk", "package": "loongsuite-instrumentation-google-adk", "tox_env": "lint-loongsuite-instrumentation-google-adk", "ui_name": "loongsuite-instrumentation-google-adk"}, {"name": "lint-loongsuite-instrumentation-google-genai", "package": "loongsuite-instrumentation-google-genai", "tox_env": "lint-loongsuite-instrumentation-google-genai", "ui_name": "loongsuite-instrumentation-google-genai"}, {"name": "lint-loongsuite-instrumentation-agno", "package": "loongsuite-instrumentation-agno", "tox_env": "lint-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno"}, {"name": "lint-loongsuite-instrumentation-langchain", "package": "loongsuite-instrumentation-langchain", "tox_env": "lint-loongsuite-instrumentation-langchain", "ui_name": "loongsuite-instrumentation-langchain"}, {"name": "lint-loongsuite-instrumentation-langgraph", "package": "loongsuite-instrumentation-langgraph", "tox_env": "lint-loongsuite-instrumentation-langgraph", "ui_name": "loongsuite-instrumentation-langgraph"}, {"name": "lint-loongsuite-instrumentation-autogen", "package": "loongsuite-instrumentation-autogen", "tox_env": "lint-loongsuite-instrumentation-autogen", "ui_name": "loongsuite-instrumentation-autogen"}, {"name": "lint-loongsuite-instrumentation-deepagents", "package": "loongsuite-instrumentation-deepagents", "tox_env": "lint-loongsuite-instrumentation-deepagents", "ui_name": "loongsuite-instrumentation-deepagents"}, {"name": "lint-loongsuite-instrumentation-microsoft-agent-framework", "package": "loongsuite-instrumentation-microsoft-agent-framework", "tox_env": "lint-loongsuite-instrumentation-microsoft-agent-framework", "ui_name": "loongsuite-instrumentation-microsoft-agent-framework"}, {"name": "lint-loongsuite-instrumentation-strands", "package": "loongsuite-instrumentation-strands", "tox_env": "lint-loongsuite-instrumentation-strands", "ui_name": "loongsuite-instrumentation-strands"}, {"name": "lint-loongsuite-instrumentation-qwen-agent", "package": "loongsuite-instrumentation-qwen-agent", "tox_env": "lint-loongsuite-instrumentation-qwen-agent", "ui_name": "loongsuite-instrumentation-qwen-agent"}, {"name": "lint-loongsuite-instrumentation-hermes-agent", "package": "loongsuite-instrumentation-hermes-agent", "tox_env": "lint-loongsuite-instrumentation-hermes-agent", "ui_name": "loongsuite-instrumentation-hermes-agent"}, {"name": "lint-loongsuite-instrumentation-mem0", "package": "loongsuite-instrumentation-mem0", "tox_env": "lint-loongsuite-instrumentation-mem0", "ui_name": "loongsuite-instrumentation-mem0"}, {"name": "lint-util-genai", "package": "util-genai", "tox_env": "lint-util-genai", "ui_name": "util-genai"}, {"name": "lint-loongsuite-instrumentation-litellm", "package": "loongsuite-instrumentation-litellm", "tox_env": "lint-loongsuite-instrumentation-litellm", "ui_name": "loongsuite-instrumentation-litellm"}, {"name": "lint-loongsuite-instrumentation-crewai", "package": "loongsuite-instrumentation-crewai", "tox_env": "lint-loongsuite-instrumentation-crewai", "ui_name": "loongsuite-instrumentation-crewai"}, {"name": "lint-loongsuite-instrumentation-qwenpaw", "package": "loongsuite-instrumentation-qwenpaw", "tox_env": "lint-loongsuite-instrumentation-qwenpaw", "ui_name": "loongsuite-instrumentation-qwenpaw"}, {"name": "lint-loongsuite-instrumentation-algotune", "package": "loongsuite-instrumentation-algotune", "tox_env": "lint-loongsuite-instrumentation-algotune", "ui_name": "loongsuite-instrumentation-algotune"}, {"name": "lint-loongsuite-instrumentation-bfclv4", "package": "loongsuite-instrumentation-bfclv4", "tox_env": "lint-loongsuite-instrumentation-bfclv4", "ui_name": "loongsuite-instrumentation-bfclv4"}, {"name": "lint-loongsuite-instrumentation-claw-eval", "package": "loongsuite-instrumentation-claw-eval", "tox_env": "lint-loongsuite-instrumentation-claw-eval", "ui_name": "loongsuite-instrumentation-claw-eval"}, {"name": "lint-loongsuite-instrumentation-minisweagent", "package": "loongsuite-instrumentation-minisweagent", "tox_env": "lint-loongsuite-instrumentation-minisweagent", "ui_name": "loongsuite-instrumentation-minisweagent"}, {"name": "lint-loongsuite-instrumentation-openhands", "package": "loongsuite-instrumentation-openhands", "tox_env": "lint-loongsuite-instrumentation-openhands", "ui_name": "loongsuite-instrumentation-openhands"}, {"name": "lint-loongsuite-instrumentation-slop-code", "package": "loongsuite-instrumentation-slop-code", "tox_env": "lint-loongsuite-instrumentation-slop-code", "ui_name": "loongsuite-instrumentation-slop-code"}, {"name": "lint-loongsuite-instrumentation-terminus2", "package": "loongsuite-instrumentation-terminus2", "tox_env": "lint-loongsuite-instrumentation-terminus2", "ui_name": "loongsuite-instrumentation-terminus2"}, {"name": "lint-loongsuite-instrumentation-vita", "package": "loongsuite-instrumentation-vita", "tox_env": "lint-loongsuite-instrumentation-vita", "ui_name": "loongsuite-instrumentation-vita"}, {"name": "lint-loongsuite-instrumentation-webarena", "package": "loongsuite-instrumentation-webarena", "tox_env": "lint-loongsuite-instrumentation-webarena", "ui_name": "loongsuite-instrumentation-webarena"}, {"name": "lint-loongsuite-instrumentation-widesearch", "package": "loongsuite-instrumentation-widesearch", "tox_env": "lint-loongsuite-instrumentation-widesearch", "ui_name": "loongsuite-instrumentation-widesearch"}, {"name": "lint-loongsuite-instrumentation-wildtool", "package": "loongsuite-instrumentation-wildtool", "tox_env": "lint-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool"}]
+            [{"name": "lint-loongsuite-instrumentation-agentscope", "package": "loongsuite-instrumentation-agentscope", "tox_env": "lint-loongsuite-instrumentation-agentscope", "ui_name": "loongsuite-instrumentation-agentscope"}, {"name": "lint-loongsuite-instrumentation-dashscope", "package": "loongsuite-instrumentation-dashscope", "tox_env": "lint-loongsuite-instrumentation-dashscope", "ui_name": "loongsuite-instrumentation-dashscope"}, {"name": "lint-loongsuite-instrumentation-claude-agent-sdk", "package": "loongsuite-instrumentation-claude-agent-sdk", "tox_env": "lint-loongsuite-instrumentation-claude-agent-sdk", "ui_name": "loongsuite-instrumentation-claude-agent-sdk"}, {"name": "lint-loongsuite-instrumentation-google-adk", "package": "loongsuite-instrumentation-google-adk", "tox_env": "lint-loongsuite-instrumentation-google-adk", "ui_name": "loongsuite-instrumentation-google-adk"}, {"name": "lint-loongsuite-instrumentation-google-genai", "package": "loongsuite-instrumentation-google-genai", "tox_env": "lint-loongsuite-instrumentation-google-genai", "ui_name": "loongsuite-instrumentation-google-genai"}, {"name": "lint-loongsuite-instrumentation-agno", "package": "loongsuite-instrumentation-agno", "tox_env": "lint-loongsuite-instrumentation-agno", "ui_name": "loongsuite-instrumentation-agno"}, {"name": "lint-loongsuite-instrumentation-langchain", "package": "loongsuite-instrumentation-langchain", "tox_env": "lint-loongsuite-instrumentation-langchain", "ui_name": "loongsuite-instrumentation-langchain"}, {"name": "lint-loongsuite-instrumentation-langgraph", "package": "loongsuite-instrumentation-langgraph", "tox_env": "lint-loongsuite-instrumentation-langgraph", "ui_name": "loongsuite-instrumentation-langgraph"}, {"name": "lint-loongsuite-instrumentation-autogen", "package": "loongsuite-instrumentation-autogen", "tox_env": "lint-loongsuite-instrumentation-autogen", "ui_name": "loongsuite-instrumentation-autogen"}, {"name": "lint-loongsuite-instrumentation-deepagents", "package": "loongsuite-instrumentation-deepagents", "tox_env": "lint-loongsuite-instrumentation-deepagents", "ui_name": "loongsuite-instrumentation-deepagents"}, {"name": "lint-loongsuite-instrumentation-microsoft-agent-framework", "package": "loongsuite-instrumentation-microsoft-agent-framework", "tox_env": "lint-loongsuite-instrumentation-microsoft-agent-framework", "ui_name": "loongsuite-instrumentation-microsoft-agent-framework"}, {"name": "lint-loongsuite-instrumentation-strands", "package": "loongsuite-instrumentation-strands", "tox_env": "lint-loongsuite-instrumentation-strands", "ui_name": "loongsuite-instrumentation-strands"}, {"name": "lint-loongsuite-instrumentation-qwen-agent", "package": "loongsuite-instrumentation-qwen-agent", "tox_env": "lint-loongsuite-instrumentation-qwen-agent", "ui_name": "loongsuite-instrumentation-qwen-agent"}, {"name": "lint-loongsuite-instrumentation-hermes-agent", "package": "loongsuite-instrumentation-hermes-agent", "tox_env": "lint-loongsuite-instrumentation-hermes-agent", "ui_name": "loongsuite-instrumentation-hermes-agent"}, {"name": "lint-loongsuite-instrumentation-mem0", "package": "loongsuite-instrumentation-mem0", "tox_env": "lint-loongsuite-instrumentation-mem0", "ui_name": "loongsuite-instrumentation-mem0"}, {"name": "lint-util-genai", "package": "util-genai", "tox_env": "lint-util-genai", "ui_name": "util-genai"}, {"name": "lint-loongsuite-instrumentation-litellm", "package": "loongsuite-instrumentation-litellm", "tox_env": "lint-loongsuite-instrumentation-litellm", "ui_name": "loongsuite-instrumentation-litellm"}, {"name": "lint-loongsuite-instrumentation-crewai", "package": "loongsuite-instrumentation-crewai", "tox_env": "lint-loongsuite-instrumentation-crewai", "ui_name": "loongsuite-instrumentation-crewai"}, {"name": "lint-loongsuite-instrumentation-llama-index", "package": "loongsuite-instrumentation-llama-index", "tox_env": "lint-loongsuite-instrumentation-llama-index", "ui_name": "loongsuite-instrumentation-llama-index"}, {"name": "lint-loongsuite-instrumentation-qwenpaw", "package": "loongsuite-instrumentation-qwenpaw", "tox_env": "lint-loongsuite-instrumentation-qwenpaw", "ui_name": "loongsuite-instrumentation-qwenpaw"}, {"name": "lint-loongsuite-instrumentation-algotune", "package": "loongsuite-instrumentation-algotune", "tox_env": "lint-loongsuite-instrumentation-algotune", "ui_name": "loongsuite-instrumentation-algotune"}, {"name": "lint-loongsuite-instrumentation-bfclv4", "package": "loongsuite-instrumentation-bfclv4", "tox_env": "lint-loongsuite-instrumentation-bfclv4", "ui_name": "loongsuite-instrumentation-bfclv4"}, {"name": "lint-loongsuite-instrumentation-claw-eval", "package": "loongsuite-instrumentation-claw-eval", "tox_env": "lint-loongsuite-instrumentation-claw-eval", "ui_name": "loongsuite-instrumentation-claw-eval"}, {"name": "lint-loongsuite-instrumentation-minisweagent", "package": "loongsuite-instrumentation-minisweagent", "tox_env": "lint-loongsuite-instrumentation-minisweagent", "ui_name": "loongsuite-instrumentation-minisweagent"}, {"name": "lint-loongsuite-instrumentation-openhands", "package": "loongsuite-instrumentation-openhands", "tox_env": "lint-loongsuite-instrumentation-openhands", "ui_name": "loongsuite-instrumentation-openhands"}, {"name": "lint-loongsuite-instrumentation-slop-code", "package": "loongsuite-instrumentation-slop-code", "tox_env": "lint-loongsuite-instrumentation-slop-code", "ui_name": "loongsuite-instrumentation-slop-code"}, {"name": "lint-loongsuite-instrumentation-terminus2", "package": "loongsuite-instrumentation-terminus2", "tox_env": "lint-loongsuite-instrumentation-terminus2", "ui_name": "loongsuite-instrumentation-terminus2"}, {"name": "lint-loongsuite-instrumentation-vita", "package": "loongsuite-instrumentation-vita", "tox_env": "lint-loongsuite-instrumentation-vita", "ui_name": "loongsuite-instrumentation-vita"}, {"name": "lint-loongsuite-instrumentation-webarena", "package": "loongsuite-instrumentation-webarena", "tox_env": "lint-loongsuite-instrumentation-webarena", "ui_name": "loongsuite-instrumentation-webarena"}, {"name": "lint-loongsuite-instrumentation-widesearch", "package": "loongsuite-instrumentation-widesearch", "tox_env": "lint-loongsuite-instrumentation-widesearch", "ui_name": "loongsuite-instrumentation-widesearch"}, {"name": "lint-loongsuite-instrumentation-wildtool", "package": "loongsuite-instrumentation-wildtool", "tox_env": "lint-loongsuite-instrumentation-wildtool", "ui_name": "loongsuite-instrumentation-wildtool"}]
           LOONGSUITE_FULL: ${{ steps.detect.outputs.full }}
           LOONGSUITE_PACKAGES: ${{ steps.detect.outputs.packages }}
         run: |

instrumentation-loongsuite/README.md

@@ -18,6 +18,7 @@
 | [loongsuite-instrumentation-langchain](./loongsuite-instrumentation-langchain) | langchain_core >= 0.1.0 | No | development
 | [loongsuite-instrumentation-langgraph](./loongsuite-instrumentation-langgraph) | langgraph >= 0.2 | No | development
 | [loongsuite-instrumentation-litellm](./loongsuite-instrumentation-litellm) | litellm >= 1.0.0 | No | development
+| [loongsuite-instrumentation-llama-index](./loongsuite-instrumentation-llama-index) | llama-index-core >= 0.11.0 | No | development
 | [loongsuite-instrumentation-mcp](./loongsuite-instrumentation-mcp) | mcp >= 1.3.0, <= 1.25.0 | No | development
 | [loongsuite-instrumentation-mem0](./loongsuite-instrumentation-mem0) | mem0ai >= 1.0.0, < 2.0.0 | No | development
 | [loongsuite-instrumentation-microsoft-agent-framework](./loongsuite-instrumentation-microsoft-agent-framework) | agent-framework-core >= 1.0.0 | No | development
@@ -31,4 +32,4 @@
 | [loongsuite-instrumentation-vita](./loongsuite-instrumentation-vita) | vita >= 0.0.1 | No | development
 | [loongsuite-instrumentation-webarena](./loongsuite-instrumentation-webarena) | webarena >= 0.0.1 | No | development
 | [loongsuite-instrumentation-widesearch](./loongsuite-instrumentation-widesearch) | widesearch >= 0.1.0 | No | development
-| [loongsuite-instrumentation-wildtool](./loongsuite-instrumentation-wildtool) | openai >= 1.0.0 | No | development
+| [loongsuite-instrumentation-wildtool](./loongsuite-instrumentation-wildtool) | openai >= 1.0.0 | No | development

instrumentation-loongsuite/loongsuite-instrumentation-llama-index/CHANGELOG.md

@@ -0,0 +1,35 @@
+# Changelog
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+
+## Unreleased
+
+### Added
+
+- Initial release of `loongsuite-instrumentation-llama-index`: automatic
+  instrumentation for LlamaIndex (`llama-index-core`) via its native
+  instrumentation dispatcher, projecting LlamaIndex spans/events onto
+  OpenTelemetry spans that follow the ARMS gen-ai semantic conventions
+  (LLM / EMBEDDING / RETRIEVER / RERANKER / TASK / CHAIN / AGENT / TOOL), with
+  parent/child trace relationships preserved from `parent_span_id`.
+  ([#18](https://github.com/alibaba/loongsuite-python/issues/18))
+- Span-kind and content-capture semantics are sourced from the shared GenAI
+  util (`opentelemetry-util-genai`): span kinds come from `GenAiSpanKindValues`
+  and content capture is governed by the standard
+  `OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT` switch, so this package
+  behaves consistently with the rest of loongsuite.
+
+### Fixed
+
+- A class name containing `Agent` no longer forces internal methods to `AGENT`
+  spans: `call_tool` is now a `TOOL` span, agent-loop steps (`setup_agent`,
+  `take_step`, `finalize`, `handle_tool_call_results`, ...) are `CHAIN` spans,
+  and only a genuine agent invocation (`run`/`chat` on an agent) is `AGENT`.
+- `astructured_predict` / `stream_structured_predict` /
+  `astream_structured_predict` are now classified as `LLM` calls.
+- `uninstrument()` no longer strands spans that were open when it ran: the
+  handler stops creating new spans and drains (ends) any still-open spans
+  before it is detached from the dispatcher.