cleanup up version #482
cleanup up version #482
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Caution Review failedThe pull request is closed. WalkthroughIntroduces comprehensive Phoenix tracing infrastructure for LLM monitoring across the application. Adds environment configuration variables, a centralized tracing module with initialization functions, setup calls in main app and Celery workers, agent instrumentation, documentation, and required dependencies. Changes
Sequence Diagram(s)sequenceDiagram
participant App as MainApp/Celery
participant Setup as setup_phoenix_tracing()
participant Phoenix as initialize_phoenix_tracing()
participant Provider as TraceProvider
participant Exporter as OTLP Exporter
participant Agent as Pydantic Agent
participant Collector as Phoenix Collector<br/>(localhost:6006)
rect rgb(230, 245, 230)
Note over App,Setup: Initialization Phase (Startup)
end
App->>Setup: Call setup_phoenix_tracing()
activate Setup
Setup->>Phoenix: initialize_phoenix_tracing()<br/>(from env config)
activate Phoenix
alt PHOENIX_ENABLED == true
Phoenix->>Provider: Create TracerProvider
Phoenix->>Exporter: Configure OTLP Exporter<br/>(endpoint from env)
Phoenix->>Provider: Add span processors
Phoenix->>Provider: Instrument LiteLLM
Phoenix-->>Setup: return True
else PHOENIX_ENABLED == false or ImportError
Phoenix-->>Setup: return False/warn
end
deactivate Phoenix
deactivate Setup
rect rgb(240, 245, 255)
Note over Agent,Collector: Runtime Phase (Agent Execution)
end
Agent->>Agent: Execute with<br/>instrument=True
Agent->>Provider: Create spans
Provider->>Exporter: Send trace data
Exporter->>Collector: POST traces
Collector-->>Collector: Store & display traces
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes
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Pre-merge checks and finishing touches❌ Failed checks (2 warnings)
✅ Passed checks (1 passed)
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Actionable comments posted: 2
🧹 Nitpick comments (3)
README.md (1)
227-233: Use a proper markdown heading instead of bold text.The Phoenix tracing setup section uses bold text for the title. Per markdown best practices, use a proper heading level (e.g.,
###) instead.Apply this diff:
-**Optional: Phoenix Tracing Setup (Local Only)** - +### Optional: Phoenix Tracing Setup (Local Only) +Based on static analysis hints.
app/main.py (1)
67-75: Avoid swallowing unexpected Phoenix init failures
initialize_phoenix_tracing()already guards against missing deps and logs rich errors, but this extraexcept Exceptionwill also swallow programming/configuration bugs (e.g., bad env wiring), making debugging painful. Import the helper and call it directly; rely on its return value/logging instead of catching everything.Apply this diff:
def setup_phoenix_tracing(self): - try: - from app.modules.intelligence.tracing.phoenix_tracer import ( - initialize_phoenix_tracing, - ) - - initialize_phoenix_tracing() - except Exception as e: - logging.warning(f"Phoenix tracing initialization failed (non-fatal): {e}") + from app.modules.intelligence.tracing.phoenix_tracer import ( + initialize_phoenix_tracing, + ) + + initialize_phoenix_tracing()app/celery/celery_app.py (1)
84-95: Let the Phoenix initializer report failures itselfAs in the web app, the helper already logs and soft-fails when tracing can’t start. Catching
Exceptionhere hides stack traces for unexpected bugs. Import and invoke it directly to preserve diagnostics.Apply this diff:
def setup_phoenix_tracing(): """Initialize Phoenix tracing for LLM monitoring in Celery workers.""" - try: - from app.modules.intelligence.tracing.phoenix_tracer import ( - initialize_phoenix_tracing, - ) - - initialize_phoenix_tracing() - except Exception as e: - logger.warning( - f"Phoenix tracing initialization failed in Celery worker (non-fatal): {e}" - ) + from app.modules.intelligence.tracing.phoenix_tracer import ( + initialize_phoenix_tracing, + ) + + initialize_phoenix_tracing()
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📒 Files selected for processing (19)
.env.template(1 hunks)README.md(1 hunks)app/celery/celery_app.py(1 hunks)app/main.py(2 hunks)app/modules/intelligence/agents/chat_agents/pydantic_agent.py(1 hunks)app/modules/intelligence/tools/jira_tools/README.md(1 hunks)app/modules/intelligence/tools/jira_tools/add_jira_comment_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/create_jira_issue_tool.py(4 hunks)app/modules/intelligence/tools/jira_tools/get_jira_issue_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/get_jira_project_details_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/get_jira_project_users_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/get_jira_projects_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/link_jira_issues_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/search_jira_issues_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/transition_jira_issue_tool.py(2 hunks)app/modules/intelligence/tools/jira_tools/update_jira_issue_tool.py(2 hunks)app/modules/intelligence/tools/tool_service.py(1 hunks)app/modules/intelligence/tracing/phoenix_tracer.py(1 hunks)requirements.txt(1 hunks)
🧰 Additional context used
🧬 Code graph analysis (4)
app/celery/celery_app.py (2)
app/main.py (1)
setup_phoenix_tracing(67-75)app/modules/intelligence/tracing/phoenix_tracer.py (1)
initialize_phoenix_tracing(44-170)
app/modules/intelligence/tools/tool_service.py (2)
app/modules/intelligence/tools/jira_tools/get_jira_project_details_tool.py (1)
get_jira_project_details_tool(89-120)app/modules/intelligence/tools/jira_tools/get_jira_project_users_tool.py (1)
get_jira_project_users_tool(107-135)
app/main.py (2)
app/celery/celery_app.py (1)
setup_phoenix_tracing(84-95)app/modules/intelligence/tracing/phoenix_tracer.py (1)
initialize_phoenix_tracing(44-170)
app/modules/intelligence/tracing/phoenix_tracer.py (1)
app/modules/utils/logger.py (1)
setup_logger(4-15)
🪛 dotenv-linter (4.0.0)
.env.template
[warning] 78-78: [UnorderedKey] The PHOENIX_COLLECTOR_ENDPOINT key should go before the PHOENIX_ENABLED key
(UnorderedKey)
🪛 markdownlint-cli2 (0.18.1)
README.md
227-227: Emphasis used instead of a heading
(MD036, no-emphasis-as-heading)
🪛 Ruff (0.14.3)
app/celery/celery_app.py
92-92: Do not catch blind exception: Exception
(BLE001)
app/main.py
74-74: Do not catch blind exception: Exception
(BLE001)
app/modules/intelligence/tracing/phoenix_tracer.py
158-158: Consider moving this statement to an else block
(TRY300)
229-229: Do not catch blind exception: Exception
(BLE001)
230-230: Use logging.exception instead of logging.error
Replace with exception
(TRY400)
🔇 Additional comments (14)
app/modules/intelligence/tools/jira_tools/search_jira_issues_tool.py (1)
34-56: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 125-140
app/modules/intelligence/tools/jira_tools/add_jira_comment_tool.py (1)
28-42: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 101-114
app/modules/intelligence/tools/jira_tools/create_jira_issue_tool.py (1)
45-75: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 176-196
app/modules/intelligence/tools/jira_tools/link_jira_issues_tool.py (1)
31-52: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 114-130
app/modules/intelligence/tools/jira_tools/get_jira_projects_tool.py (1)
28-43: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 106-117
app/modules/intelligence/tools/jira_tools/update_jira_issue_tool.py (1)
41-57: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 151-167
app/modules/intelligence/tools/jira_tools/transition_jira_issue_tool.py (1)
30-46: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 127-140
app/modules/intelligence/tools/jira_tools/get_jira_project_users_tool.py (1)
37-48: LGTM! Formatting improvements enhance readability.The added blank lines improve the structure and readability of the tool descriptions without any functional changes.
Also applies to: 123-133
app/modules/intelligence/tools/jira_tools/README.md (1)
24-24: LGTM!Formatting cleanup looks good.
app/modules/intelligence/tools/jira_tools/get_jira_issue_tool.py (1)
28-34: LGTM!Docstring formatting improvements enhance readability.
Also applies to: 94-103
app/modules/intelligence/tools/jira_tools/get_jira_project_details_tool.py (1)
28-39: LGTM!Consistent docstring formatting improvements.
Also applies to: 106-117
app/modules/intelligence/tools/tool_service.py (1)
122-127: LGTM!Multi-line formatting improves consistency with the rest of the file.
.env.template (1)
74-80: Phoenix tracer implementation files are present in the codebase—no action needed.Verification confirms that
app/modules/intelligence/tracing/phoenix_tracer.py,app/main.py(withsetup_phoenix_tracing()andinitialize_phoenix_tracing()calls), andapp/celery/celery_app.py(withsetup_phoenix_tracing()implementation) all exist. The environment variables in.env.templatecorrectly reference implementation that is already in place.app/modules/intelligence/agents/chat_agents/pydantic_agent.py (1)
142-142: Instrumentation parameter is supported—no issues found.The pydantic-ai Agent initializer accepts an
instrumentparameter (InstrumentationSettings | bool | None), confirming that"instrument": Trueis a valid and supported configuration for version 0.4.3.
There was a problem hiding this comment.
Actionable comments posted: 1
🧹 Nitpick comments (3)
app/modules/intelligence/tracing/phoenix_tracer.py (3)
41-41: Consider thread-safety for concurrent initialization.The global
_PHOENIX_INITIALIZEDflag is not thread-safe. If multiple workers or threads callinitialize_phoenix_tracing()concurrently during startup, race conditions could occur. While the documented usage pattern ("initialize once at application startup") mitigates this, consider using athreading.Lock()for defensive programming in distributed environments like Celery.Example:
import threading _PHOENIX_INITIALIZED = False _INIT_LOCK = threading.Lock()Then in
initialize_phoenix_tracing():with _INIT_LOCK: if _PHOENIX_INITIALIZED: logger.info("Phoenix tracing already initialized") return True # ... rest of initialization
192-198: Clarify the behavior when Phoenix is not initialized.The log message says "returning default tracer" when Phoenix is not initialized, but the function always returns
trace.get_tracer(name)regardless. This is likely correct (OpenTelemetry returns a no-op tracer when not configured), but the comment could be clearer about this behavior.Consider updating the log message:
- logger.debug("Phoenix not initialized, returning default tracer") + logger.debug("Phoenix not initialized, returning no-op tracer")
232-233: Uselogging.exceptionfor cleaner exception logging.When logging an exception in an except block,
logging.exceptionis more idiomatic thanlogging.errorwithexc_info=Trueas it automatically includes the traceback.Apply this diff:
except Exception as e: - logger.error("Error shutting down Phoenix tracing: %s", e) + logger.exception("Error shutting down Phoenix tracing")Based on static analysis hints.
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📒 Files selected for processing (2)
app/modules/intelligence/tracing/phoenix_tracer.py(1 hunks)requirements.txt(1 hunks)
🧰 Additional context used
🧬 Code graph analysis (1)
app/modules/intelligence/tracing/phoenix_tracer.py (1)
app/modules/utils/logger.py (1)
setup_logger(4-15)
🪛 Ruff (0.14.3)
app/modules/intelligence/tracing/phoenix_tracer.py
161-161: Consider moving this statement to an else block
(TRY300)
232-232: Do not catch blind exception: Exception
(BLE001)
233-233: Use logging.exception instead of logging.error
Replace with exception
(TRY400)
🔇 Additional comments (3)
app/modules/intelligence/tracing/phoenix_tracer.py (3)
146-152: Previous review feedback addressed correctly!The
auto_instrumentflag is now properly respected. LiteLLM instrumentation is correctly gated by the flag, and there's appropriate logging for both branches.
100-105: Parameter precedence is well-implemented.The configuration precedence (function parameter > environment variable > default) is clearly documented and correctly implemented.
205-207: LGTM!Clean implementation of the status check.
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Summary by CodeRabbit
New Features
Documentation
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