File size: 21,706 Bytes
c97e35f f3b3e7a 340f8ae f3b3e7a 340f8ae f3b3e7a 340f8ae f3b3e7a 340f8ae f3b3e7a 340f8ae f3b3e7a 340f8ae f3b3e7a c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 794bb16 a2f35b1 4b8457c c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f 340f8ae c97e35f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 |
"""
Distributed tracing implementation using OpenTelemetry.
This module provides comprehensive tracing capabilities for tracking
requests across microservices and system components.
"""
import asyncio
from typing import Dict, Any, Optional, Callable, Union
from contextlib import asynccontextmanager
import time
import uuid
from functools import wraps
# Try to import OpenTelemetry, use stubs if not available
OPENTELEMETRY_AVAILABLE = False
try:
from opentelemetry import trace, context, baggage
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.resources import Resource, SERVICE_NAME, SERVICE_VERSION
OPENTELEMETRY_BASIC = True
except ImportError:
OPENTELEMETRY_BASIC = False
# Use minimal implementation
from src.core.monitoring_minimal import MockTracer
class MockTrace:
Tracer = MockTracer
def get_current_span(self):
return None
def set_tracer_provider(self, provider):
pass
def get_tracer(self, name, version=None):
return MockTracer()
trace = MockTrace()
context = None
baggage = None
TracerProvider = None
Resource = None
SERVICE_NAME = "service_name"
SERVICE_VERSION = "service_version"
# Try to import optional exporters and instrumentors
try:
from opentelemetry.exporter.jaeger.thrift import JaegerExporter
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk.trace.export import BatchSpanProcessor, ConsoleSpanExporter
OPENTELEMETRY_EXPORTERS = True
except ImportError:
OPENTELEMETRY_EXPORTERS = False
JaegerExporter = None
OTLPSpanExporter = None
BatchSpanProcessor = None
ConsoleSpanExporter = None
try:
from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor
from opentelemetry.instrumentation.redis import RedisInstrumentor
from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor
from opentelemetry.instrumentation.asyncpg import AsyncPGInstrumentor
OPENTELEMETRY_INSTRUMENTORS = True
except ImportError:
OPENTELEMETRY_INSTRUMENTORS = False
class MockInstrumentor:
@staticmethod
def instrument(*args, **kwargs):
pass
FastAPIInstrumentor = HTTPXClientInstrumentor = RedisInstrumentor = SQLAlchemyInstrumentor = AsyncPGInstrumentor = MockInstrumentor
try:
from opentelemetry.propagate import set_global_textmap
from opentelemetry.propagators.b3 import B3MultiFormat
from opentelemetry.propagators.jaeger import JaegerPropagator
from opentelemetry.propagators.composite import CompositeHTTPPropagator
OPENTELEMETRY_PROPAGATORS = True
except ImportError:
OPENTELEMETRY_PROPAGATORS = False
set_global_textmap = lambda x: None
B3MultiFormat = None
JaegerPropagator = None
CompositeHTTPPropagator = None
try:
from opentelemetry.semconv.trace import SpanAttributes
except ImportError:
SpanAttributes = None
# Set availability flag based on basic functionality
OPENTELEMETRY_AVAILABLE = OPENTELEMETRY_BASIC
try:
from opentelemetry.trace.status import Status, StatusCode
except ImportError:
# Mock status classes
class StatusCode:
OK = "ok"
ERROR = "error"
class Status:
def __init__(self, status_code=None):
self.status_code = status_code
from src.core import get_logger, settings
logger = get_logger(__name__)
class TracingConfig:
"""Configuration for distributed tracing."""
def __init__(
self,
service_name: str = "cidadao-ai-backend",
service_version: str = "1.0.0",
jaeger_endpoint: Optional[str] = None,
otlp_endpoint: Optional[str] = None,
enable_console_export: bool = False,
sample_rate: float = 1.0,
max_tag_value_length: int = 1024
):
self.service_name = service_name
self.service_version = service_version
self.jaeger_endpoint = jaeger_endpoint
self.otlp_endpoint = otlp_endpoint
self.enable_console_export = enable_console_export
self.sample_rate = sample_rate
self.max_tag_value_length = max_tag_value_length
class TracingManager:
"""
Manager for distributed tracing setup and configuration.
Provides centralized configuration for OpenTelemetry tracing
with support for multiple exporters and instrumentation.
"""
def __init__(self, config: TracingConfig):
"""
Initialize tracing manager.
Args:
config: Tracing configuration
"""
self.config = config
self.tracer_provider: Optional[TracerProvider] = None
self.tracer: Optional[trace.Tracer] = None
self._initialized = False
def initialize(self):
"""Initialize OpenTelemetry tracing."""
if self._initialized:
logger.warning("Tracing already initialized")
return
if not OPENTELEMETRY_BASIC:
logger.warning("OpenTelemetry not available - using mock tracer")
self.tracer = trace.get_tracer(__name__)
self._initialized = True
return
# Create resource
if Resource:
resource = Resource.create({
SERVICE_NAME: self.config.service_name,
SERVICE_VERSION: self.config.service_version,
"service.instance.id": str(uuid.uuid4()),
"deployment.environment": getattr(settings, 'app_env', 'development')
})
else:
resource = None
# Create tracer provider
if TracerProvider and resource:
self.tracer_provider = TracerProvider(resource=resource)
else:
self.tracer_provider = None
if self.tracer_provider:
# Add span processors/exporters
self._setup_exporters()
# Set global tracer provider
trace.set_tracer_provider(self.tracer_provider)
# Create tracer
logger.info(f"Creating tracer - OPENTELEMETRY_BASIC: {OPENTELEMETRY_BASIC}")
# Try to create tracer with version, fallback without if it fails
try:
if OPENTELEMETRY_BASIC:
logger.info("Trying OpenTelemetry tracer with version")
self.tracer = trace.get_tracer(
__name__,
version=self.config.service_version
)
logger.info("Successfully created tracer with version")
else:
raise Exception("Using mock tracer")
except Exception as e:
logger.info(f"Creating tracer without version parameter: {str(e)}")
# Fallback to tracer without version
self.tracer = trace.get_tracer(__name__)
# Setup propagators
self._setup_propagators()
# Auto-instrument
self._setup_auto_instrumentation()
self._initialized = True
logger.info(f"Distributed tracing initialized for {self.config.service_name}")
def _setup_exporters(self):
"""Setup span exporters."""
if not self.tracer_provider or not OPENTELEMETRY_EXPORTERS:
if not OPENTELEMETRY_EXPORTERS:
logger.warning("OpenTelemetry exporters not available - skipping exporter setup")
return
# Console exporter for development
if self.config.enable_console_export and ConsoleSpanExporter:
console_exporter = ConsoleSpanExporter()
console_processor = BatchSpanProcessor(console_exporter)
self.tracer_provider.add_span_processor(console_processor)
logger.info("Console span exporter enabled")
# Jaeger exporter
if self.config.jaeger_endpoint and JaegerExporter:
jaeger_exporter = JaegerExporter(
agent_host_name="localhost",
agent_port=14268,
collector_endpoint=self.config.jaeger_endpoint
)
jaeger_processor = BatchSpanProcessor(jaeger_exporter)
self.tracer_provider.add_span_processor(jaeger_processor)
logger.info(f"Jaeger exporter configured: {self.config.jaeger_endpoint}")
# OTLP exporter (for generic OpenTelemetry collectors)
if self.config.otlp_endpoint and OTLPSpanExporter:
otlp_exporter = OTLPSpanExporter(
endpoint=self.config.otlp_endpoint,
insecure=True
)
otlp_processor = BatchSpanProcessor(otlp_exporter)
self.tracer_provider.add_span_processor(otlp_processor)
logger.info(f"OTLP exporter configured: {self.config.otlp_endpoint}")
def _setup_propagators(self):
"""Setup trace context propagators."""
if not OPENTELEMETRY_PROPAGATORS:
logger.warning("OpenTelemetry propagators not available - skipping propagator setup")
return
# Support multiple propagation formats
propagators = []
if B3MultiFormat:
propagators.append(B3MultiFormat())
if JaegerPropagator:
propagators.append(JaegerPropagator())
if propagators and CompositeHTTPPropagator:
composite_propagator = CompositeHTTPPropagator(propagators)
set_global_textmap(composite_propagator)
logger.info("Trace propagators configured")
else:
logger.warning("No propagators available")
def _setup_auto_instrumentation(self):
"""Setup automatic instrumentation for common libraries."""
try:
# FastAPI instrumentation
FastAPIInstrumentor().instrument()
logger.info("FastAPI auto-instrumentation enabled")
# HTTP client instrumentation
HTTPXClientInstrumentor().instrument()
logger.info("HTTPX auto-instrumentation enabled")
# Redis instrumentation
RedisInstrumentor().instrument()
logger.info("Redis auto-instrumentation enabled")
# Database instrumentation
SQLAlchemyInstrumentor().instrument()
AsyncPGInstrumentor().instrument()
logger.info("Database auto-instrumentation enabled")
except Exception as e:
logger.warning(f"Some auto-instrumentation failed: {e}")
def get_tracer(self) -> trace.Tracer:
"""Get the configured tracer."""
if not self._initialized:
self.initialize()
return self.tracer
def shutdown(self):
"""Shutdown tracing and flush remaining spans."""
if self.tracer_provider:
self.tracer_provider.shutdown()
logger.info("Tracing shutdown completed")
# Global tracing manager
tracing_config = TracingConfig(
jaeger_endpoint=getattr(settings, 'jaeger_endpoint', None),
otlp_endpoint=getattr(settings, 'otlp_endpoint', None),
enable_console_export=getattr(settings, 'debug', False)
)
tracing_manager = TracingManager(tracing_config)
def get_tracer() -> trace.Tracer:
"""Get the global tracer instance."""
return tracing_manager.get_tracer()
class TraceContext:
"""
Utility class for managing trace context and correlation IDs.
"""
@staticmethod
def get_correlation_id() -> str:
"""Get correlation ID from current trace context."""
if hasattr(trace, 'get_current_span'):
span = trace.get_current_span()
if span and hasattr(span, 'get_span_context'):
span_context = span.get_span_context()
if hasattr(span_context, 'is_valid') and span_context.is_valid:
return f"{span_context.trace_id:032x}"
return str(uuid.uuid4())
@staticmethod
def get_span_id() -> str:
"""Get current span ID."""
if hasattr(trace, 'get_current_span'):
span = trace.get_current_span()
if span and hasattr(span, 'get_span_context'):
span_context = span.get_span_context()
if hasattr(span_context, 'is_valid') and span_context.is_valid:
return f"{span_context.span_id:016x}"
return ""
@staticmethod
def set_user_context(user_id: str, user_email: Optional[str] = None):
"""Set user context in current trace."""
if hasattr(trace, 'get_current_span'):
span = trace.get_current_span()
if span and hasattr(span, 'set_attribute'):
span.set_attribute("user.id", user_id)
if user_email:
span.set_attribute("user.email", user_email)
# Also set in baggage for propagation
if baggage and context:
ctx = baggage.set_baggage("user.id", user_id)
context.attach(ctx)
@staticmethod
def set_investigation_context(investigation_id: str):
"""Set investigation context in current trace."""
if hasattr(trace, 'get_current_span'):
span = trace.get_current_span()
if span and hasattr(span, 'set_attribute'):
span.set_attribute("investigation.id", investigation_id)
# Set in baggage
if baggage and context:
ctx = baggage.set_baggage("investigation.id", investigation_id)
context.attach(ctx)
@staticmethod
def add_event(name: str, attributes: Optional[Dict[str, Any]] = None):
"""Add event to current span."""
if hasattr(trace, 'get_current_span'):
span = trace.get_current_span()
if span and hasattr(span, 'add_event'):
span.add_event(name, attributes or {})
def trace_function(
operation_name: Optional[str] = None,
include_args: bool = False,
include_result: bool = False
):
"""
Decorator to trace function execution.
Args:
operation_name: Custom operation name (defaults to function name)
include_args: Include function arguments in span
include_result: Include function result in span
"""
def decorator(func: Callable) -> Callable:
@wraps(func)
async def async_wrapper(*args, **kwargs):
tracer = get_tracer()
span_name = operation_name or f"{func.__module__}.{func.__name__}"
with tracer.start_as_current_span(span_name) as span:
# Add function metadata
span.set_attribute("function.name", func.__name__)
span.set_attribute("function.module", func.__module__)
# Add arguments if requested
if include_args:
try:
# Only include simple types to avoid serialization issues
for i, arg in enumerate(args):
if isinstance(arg, (str, int, float, bool)):
span.set_attribute(f"args.{i}", str(arg))
for key, value in kwargs.items():
if isinstance(value, (str, int, float, bool)):
span.set_attribute(f"kwargs.{key}", str(value))
except Exception as e:
logger.debug(f"Failed to add args to span: {e}")
try:
start_time = time.time()
if asyncio.iscoroutinefunction(func):
result = await func(*args, **kwargs)
else:
result = func(*args, **kwargs)
execution_time = time.time() - start_time
span.set_attribute("function.duration_ms", execution_time * 1000)
# Add result if requested
if include_result and result is not None:
try:
if isinstance(result, (str, int, float, bool)):
span.set_attribute("function.result", str(result))
elif hasattr(result, '__len__'):
span.set_attribute("function.result_length", len(result))
except Exception as e:
logger.debug(f"Failed to add result to span: {e}")
span.set_status(Status(StatusCode.OK))
return result
except Exception as e:
span.set_status(Status(StatusCode.ERROR, str(e)))
span.set_attribute("error.type", type(e).__name__)
span.set_attribute("error.message", str(e))
raise
@wraps(func)
def sync_wrapper(*args, **kwargs):
tracer = get_tracer()
span_name = operation_name or f"{func.__module__}.{func.__name__}"
with tracer.start_as_current_span(span_name) as span:
# Add function metadata
span.set_attribute("function.name", func.__name__)
span.set_attribute("function.module", func.__module__)
try:
start_time = time.time()
result = func(*args, **kwargs)
execution_time = time.time() - start_time
span.set_attribute("function.duration_ms", execution_time * 1000)
span.set_status(Status(StatusCode.OK))
return result
except Exception as e:
span.set_status(Status(StatusCode.ERROR, str(e)))
span.set_attribute("error.type", type(e).__name__)
span.set_attribute("error.message", str(e))
raise
if asyncio.iscoroutinefunction(func):
return async_wrapper
else:
return sync_wrapper
return decorator
@asynccontextmanager
async def trace_operation(
operation_name: str,
attributes: Optional[Dict[str, Any]] = None
):
"""
Context manager for tracing operations.
Args:
operation_name: Name of the operation
attributes: Additional attributes to add to span
"""
tracer = get_tracer()
with tracer.start_as_current_span(operation_name) as span:
if attributes:
for key, value in attributes.items():
span.set_attribute(key, value)
try:
yield span
span.set_status(Status(StatusCode.OK))
except Exception as e:
span.set_status(Status(StatusCode.ERROR, str(e)))
span.set_attribute("error.type", type(e).__name__)
span.set_attribute("error.message", str(e))
raise
class SpanMetrics:
"""Utility for adding common metrics to spans."""
@staticmethod
def record_agent_execution(
span: trace.Span,
agent_name: str,
task_type: str,
confidence_score: Optional[float] = None
):
"""Record agent execution metrics."""
span.set_attribute("agent.name", agent_name)
span.set_attribute("agent.task_type", task_type)
if confidence_score is not None:
span.set_attribute("agent.confidence_score", confidence_score)
@staticmethod
def record_database_operation(
span: trace.Span,
operation: str,
table: str,
rows_affected: Optional[int] = None
):
"""Record database operation metrics."""
span.set_attribute("db.operation", operation)
span.set_attribute("db.table", table)
if rows_affected is not None:
span.set_attribute("db.rows_affected", rows_affected)
@staticmethod
def record_cache_operation(
span: trace.Span,
operation: str,
cache_key: str,
hit: Optional[bool] = None
):
"""Record cache operation metrics."""
span.set_attribute("cache.operation", operation)
span.set_attribute("cache.key", cache_key)
if hit is not None:
span.set_attribute("cache.hit", hit)
@staticmethod
def record_api_call(
span: trace.Span,
service_name: str,
endpoint: str,
status_code: Optional[int] = None
):
"""Record external API call metrics."""
span.set_attribute("http.client.service", service_name)
span.set_attribute("http.client.endpoint", endpoint)
if status_code is not None:
span.set_attribute("http.status_code", status_code)
# Example usage functions
@trace_function(operation_name="investigation.create", include_args=True)
async def example_traced_function(investigation_query: str, user_id: str):
"""Example of a traced function."""
# Set context
TraceContext.set_user_context(user_id)
# Add custom event
TraceContext.add_event("investigation.started", {
"query_length": len(investigation_query)
})
# Simulate work
await asyncio.sleep(0.1)
return {"status": "created", "query": investigation_query} |