|
14 | 14 |
|
15 | 15 | """Interceptor for collecting Cloud Spanner metrics.""" |
16 | 16 |
|
| 17 | +import inspect |
| 18 | +import logging |
17 | 19 | import re |
18 | | -from typing import Dict |
| 20 | +from typing import Any, Dict |
19 | 21 |
|
| 22 | +import grpc |
20 | 23 | from grpc_interceptor import ClientInterceptor |
21 | 24 |
|
22 | 25 | from .constants import GOOGLE_CLOUD_RESOURCE_KEY, SPANNER_METHOD_PREFIX |
23 | 26 | from .spanner_metrics_tracer_factory import SpannerMetricsTracerFactory |
24 | 27 |
|
| 28 | +logger = logging.getLogger(__name__) |
| 29 | + |
25 | 30 |
|
26 | 31 | class MetricsInterceptor(ClientInterceptor): |
27 | 32 | """Interceptor that collects metrics for Cloud Spanner operations.""" |
@@ -115,17 +120,358 @@ def intercept(self, invoked_method, request_or_iterator, call_details): |
115 | 120 | self._set_metrics_tracer_attributes(resources) |
116 | 121 |
|
117 | 122 | ## Format method to be be spanner.<method name> |
118 | | - method_name = call_details.method.removeprefix(SPANNER_METHOD_PREFIX).replace( |
119 | | - "/", "." |
120 | | - ) |
| 123 | + method_str = call_details.method |
| 124 | + if isinstance(method_str, bytes): |
| 125 | + method_str = method_str.decode("utf-8") |
| 126 | + method_name = method_str.removeprefix(SPANNER_METHOD_PREFIX).replace("/", ".") |
121 | 127 |
|
122 | 128 | tracer.set_method(method_name) |
123 | 129 | tracer.record_attempt_start() |
124 | 130 | response = invoked_method(request_or_iterator, call_details) |
125 | | - tracer.record_attempt_completion() |
126 | 131 |
|
127 | | - # Process and send GFE metrics if enabled |
128 | | - if tracer.gfe_enabled: |
129 | | - metadata = response.initial_metadata() |
| 132 | + return _wrap_response(response, tracer) |
| 133 | + |
| 134 | + |
| 135 | +def _wrap_response(response: Any, tracer: Any) -> Any: |
| 136 | + """Wraps the response if it is streaming, or records metrics immediately if unary.""" |
| 137 | + if hasattr(response, "__next__"): |
| 138 | + return _StreamingResponseWrapper(response, tracer) |
| 139 | + else: |
| 140 | + # Unary call: execute completion and record metrics immediately |
| 141 | + try: |
| 142 | + tracer.record_attempt_completion() |
| 143 | + metadata = [] |
| 144 | + if hasattr(response, "initial_metadata"): |
| 145 | + try: |
| 146 | + metadata.extend(response.initial_metadata() or []) |
| 147 | + except Exception as e: |
| 148 | + logger.warning(f"Failed to retrieve initial metadata: {e}") |
| 149 | + if hasattr(response, "trailing_metadata"): |
| 150 | + try: |
| 151 | + metadata.extend(response.trailing_metadata() or []) |
| 152 | + except Exception as e: |
| 153 | + logger.warning(f"Failed to retrieve trailing metadata: {e}") |
130 | 154 | tracer.record_gfe_metrics(metadata) |
| 155 | + except Exception as e: |
| 156 | + logger.warning(f"Failed to record metrics: {e}") |
131 | 157 | return response |
| 158 | + |
| 159 | + |
| 160 | +class AsyncMetricsInterceptor( |
| 161 | + grpc.aio.UnaryUnaryClientInterceptor, |
| 162 | + grpc.aio.UnaryStreamClientInterceptor, |
| 163 | + grpc.aio.StreamUnaryClientInterceptor, |
| 164 | + grpc.aio.StreamStreamClientInterceptor, |
| 165 | +): |
| 166 | + """Async Interceptor that collects metrics for Cloud Spanner operations.""" |
| 167 | + |
| 168 | + async def intercept_unary_unary(self, continuation, client_call_details, request): |
| 169 | + return await self._async_intercept(continuation, client_call_details, request) |
| 170 | + |
| 171 | + async def intercept_unary_stream(self, continuation, client_call_details, request): |
| 172 | + return await self._async_intercept(continuation, client_call_details, request) |
| 173 | + |
| 174 | + async def intercept_stream_unary( |
| 175 | + self, continuation, client_call_details, request_iterator |
| 176 | + ): |
| 177 | + return await self._async_intercept( |
| 178 | + continuation, client_call_details, request_iterator |
| 179 | + ) |
| 180 | + |
| 181 | + async def intercept_stream_stream( |
| 182 | + self, continuation, client_call_details, request_iterator |
| 183 | + ): |
| 184 | + return await self._async_intercept( |
| 185 | + continuation, client_call_details, request_iterator |
| 186 | + ) |
| 187 | + |
| 188 | + async def _async_intercept( |
| 189 | + self, |
| 190 | + continuation: Any, |
| 191 | + call_details: grpc.ClientCallDetails, |
| 192 | + request_or_iterator: Any, |
| 193 | + ) -> Any: |
| 194 | + # Implementation for async interceptor |
| 195 | + factory = SpannerMetricsTracerFactory() |
| 196 | + tracer = SpannerMetricsTracerFactory.get_current_tracer() |
| 197 | + if tracer is None or not factory.enabled: |
| 198 | + return await continuation(call_details, request_or_iterator) |
| 199 | + |
| 200 | + if not ( |
| 201 | + tracer.client_attributes.get("project_id") |
| 202 | + and tracer.client_attributes.get("instance_id") |
| 203 | + and tracer.client_attributes.get("database") |
| 204 | + ): |
| 205 | + resources = MetricsInterceptor._extract_resource_from_path( |
| 206 | + call_details.metadata |
| 207 | + ) |
| 208 | + MetricsInterceptor._set_metrics_tracer_attributes(resources) |
| 209 | + |
| 210 | + method_str = call_details.method |
| 211 | + if isinstance(method_str, bytes): |
| 212 | + method_str = method_str.decode("utf-8") |
| 213 | + method_name = method_str.removeprefix(SPANNER_METHOD_PREFIX).replace("/", ".") |
| 214 | + |
| 215 | + tracer.set_method(method_name) |
| 216 | + tracer.record_attempt_start() |
| 217 | + response = await continuation(call_details, request_or_iterator) |
| 218 | + |
| 219 | + if hasattr(response, "__anext__"): |
| 220 | + return _AsyncStreamingResponseWrapper(response, tracer) |
| 221 | + else: |
| 222 | + return _AsyncUnaryResponseWrapper(response, tracer) |
| 223 | + |
| 224 | + |
| 225 | +class _StreamingResponseWrapper: |
| 226 | + """Wrapper for streaming RPC response iterators to defer metrics recording.""" |
| 227 | + |
| 228 | + def __init__(self, response, tracer): |
| 229 | + self._response = response |
| 230 | + self._tracer = tracer |
| 231 | + self._metrics_recorded = False |
| 232 | + self._iterator = None |
| 233 | + |
| 234 | + def __iter__(self): |
| 235 | + self._iterator = iter(self._response) |
| 236 | + return self |
| 237 | + |
| 238 | + def __next__(self): |
| 239 | + if self._iterator is None: |
| 240 | + self._iterator = iter(self._response) |
| 241 | + try: |
| 242 | + return next(self._iterator) |
| 243 | + except StopIteration: |
| 244 | + self._record_metrics() |
| 245 | + raise |
| 246 | + except Exception: |
| 247 | + self._record_metrics() |
| 248 | + raise |
| 249 | + |
| 250 | + def _record_metrics(self): |
| 251 | + if self._metrics_recorded: |
| 252 | + return |
| 253 | + self._metrics_recorded = True |
| 254 | + try: |
| 255 | + self._tracer.record_attempt_completion() |
| 256 | + metadata = [] |
| 257 | + if hasattr(self._response, "initial_metadata"): |
| 258 | + try: |
| 259 | + metadata.extend(self._response.initial_metadata() or []) |
| 260 | + except Exception as e: |
| 261 | + logger.warning(f"Failed to retrieve initial metadata: {e}") |
| 262 | + if hasattr(self._response, "trailing_metadata"): |
| 263 | + try: |
| 264 | + metadata.extend(self._response.trailing_metadata() or []) |
| 265 | + except Exception as e: |
| 266 | + logger.warning(f"Failed to retrieve trailing metadata: {e}") |
| 267 | + self._tracer.record_gfe_metrics(metadata) |
| 268 | + except Exception as e: |
| 269 | + logger.warning(f"Failed to record metrics: {e}") |
| 270 | + |
| 271 | + def __del__(self): |
| 272 | + try: |
| 273 | + self._record_metrics() |
| 274 | + except Exception: |
| 275 | + pass |
| 276 | + |
| 277 | + def __getattr__(self, name): |
| 278 | + return getattr(self._response, name) |
| 279 | + |
| 280 | + |
| 281 | +class _AsyncUnaryResponseWrapper(grpc.aio.UnaryUnaryCall): |
| 282 | + """Wrapper for async unary RPC response to defer metrics recording until awaited.""" |
| 283 | + |
| 284 | + def __init__(self, response, tracer): |
| 285 | + self._response = response |
| 286 | + self._tracer = tracer |
| 287 | + self._metrics_recorded = False |
| 288 | + |
| 289 | + def add_done_callback(self, *args, **kwargs): |
| 290 | + return getattr(self._response, "add_done_callback")(*args, **kwargs) |
| 291 | + |
| 292 | + def cancel(self, *args, **kwargs): |
| 293 | + return getattr(self._response, "cancel")(*args, **kwargs) |
| 294 | + |
| 295 | + def cancelled(self, *args, **kwargs): |
| 296 | + return getattr(self._response, "cancelled")(*args, **kwargs) |
| 297 | + |
| 298 | + def code(self, *args, **kwargs): |
| 299 | + return getattr(self._response, "code")(*args, **kwargs) |
| 300 | + |
| 301 | + def details(self, *args, **kwargs): |
| 302 | + return getattr(self._response, "details")(*args, **kwargs) |
| 303 | + |
| 304 | + def done(self, *args, **kwargs): |
| 305 | + return getattr(self._response, "done")(*args, **kwargs) |
| 306 | + |
| 307 | + def initial_metadata(self, *args, **kwargs): |
| 308 | + return getattr(self._response, "initial_metadata")(*args, **kwargs) |
| 309 | + |
| 310 | + def time_remaining(self, *args, **kwargs): |
| 311 | + return getattr(self._response, "time_remaining")(*args, **kwargs) |
| 312 | + |
| 313 | + def trailing_metadata(self, *args, **kwargs): |
| 314 | + return getattr(self._response, "trailing_metadata")(*args, **kwargs) |
| 315 | + |
| 316 | + def wait_for_connection(self, *args, **kwargs): |
| 317 | + return getattr(self._response, "wait_for_connection")(*args, **kwargs) |
| 318 | + |
| 319 | + def __await__(self): |
| 320 | + async def _wait(): |
| 321 | + try: |
| 322 | + return await self._response |
| 323 | + finally: |
| 324 | + await self._record_metrics() |
| 325 | + |
| 326 | + return _wait().__await__() |
| 327 | + |
| 328 | + async def _record_metrics(self): |
| 329 | + if self._metrics_recorded: |
| 330 | + return |
| 331 | + self._metrics_recorded = True |
| 332 | + try: |
| 333 | + self._tracer.record_attempt_completion() |
| 334 | + metadata = [] |
| 335 | + if hasattr(self._response, "initial_metadata"): |
| 336 | + try: |
| 337 | + res = self._response.initial_metadata() |
| 338 | + if inspect.isawaitable(res): |
| 339 | + res = await res |
| 340 | + metadata.extend(res or []) |
| 341 | + except Exception as e: |
| 342 | + logger.warning(f"Failed to retrieve initial metadata: {e}") |
| 343 | + if hasattr(self._response, "trailing_metadata"): |
| 344 | + try: |
| 345 | + res = self._response.trailing_metadata() |
| 346 | + if inspect.isawaitable(res): |
| 347 | + res = await res |
| 348 | + metadata.extend(res or []) |
| 349 | + except Exception as e: |
| 350 | + logger.warning(f"Failed to retrieve trailing metadata: {e}") |
| 351 | + self._tracer.record_gfe_metrics(metadata) |
| 352 | + except Exception as e: |
| 353 | + logger.warning(f"Failed to record metrics: {e}") |
| 354 | + |
| 355 | + def __del__(self): |
| 356 | + if not self._metrics_recorded: |
| 357 | + self._metrics_recorded = True |
| 358 | + try: |
| 359 | + self._tracer.record_attempt_completion() |
| 360 | + except Exception: |
| 361 | + pass |
| 362 | + |
| 363 | + def __getattr__(self, name): |
| 364 | + return getattr(self._response, name) |
| 365 | + |
| 366 | + |
| 367 | +class _AsyncStreamingResponseWrapper( |
| 368 | + grpc.aio.UnaryStreamCall, |
| 369 | + grpc.aio.StreamUnaryCall, |
| 370 | + grpc.aio.StreamStreamCall, |
| 371 | +): |
| 372 | + """Wrapper for async streaming RPC response iterators to defer metrics recording.""" |
| 373 | + |
| 374 | + def __init__(self, response, tracer): |
| 375 | + self._response = response |
| 376 | + self._tracer = tracer |
| 377 | + self._metrics_recorded = False |
| 378 | + self._iterator = None |
| 379 | + |
| 380 | + def add_done_callback(self, *args, **kwargs): |
| 381 | + return getattr(self._response, "add_done_callback")(*args, **kwargs) |
| 382 | + |
| 383 | + def cancel(self, *args, **kwargs): |
| 384 | + return getattr(self._response, "cancel")(*args, **kwargs) |
| 385 | + |
| 386 | + def cancelled(self, *args, **kwargs): |
| 387 | + return getattr(self._response, "cancelled")(*args, **kwargs) |
| 388 | + |
| 389 | + def code(self, *args, **kwargs): |
| 390 | + return getattr(self._response, "code")(*args, **kwargs) |
| 391 | + |
| 392 | + def details(self, *args, **kwargs): |
| 393 | + return getattr(self._response, "details")(*args, **kwargs) |
| 394 | + |
| 395 | + def done(self, *args, **kwargs): |
| 396 | + return getattr(self._response, "done")(*args, **kwargs) |
| 397 | + |
| 398 | + def initial_metadata(self, *args, **kwargs): |
| 399 | + return getattr(self._response, "initial_metadata")(*args, **kwargs) |
| 400 | + |
| 401 | + def time_remaining(self, *args, **kwargs): |
| 402 | + return getattr(self._response, "time_remaining")(*args, **kwargs) |
| 403 | + |
| 404 | + def trailing_metadata(self, *args, **kwargs): |
| 405 | + return getattr(self._response, "trailing_metadata")(*args, **kwargs) |
| 406 | + |
| 407 | + def wait_for_connection(self, *args, **kwargs): |
| 408 | + return getattr(self._response, "wait_for_connection")(*args, **kwargs) |
| 409 | + |
| 410 | + def read(self, *args, **kwargs): |
| 411 | + return getattr(self._response, "read")(*args, **kwargs) |
| 412 | + |
| 413 | + def write(self, *args, **kwargs): |
| 414 | + return getattr(self._response, "write")(*args, **kwargs) |
| 415 | + |
| 416 | + def done_writing(self, *args, **kwargs): |
| 417 | + return getattr(self._response, "done_writing")(*args, **kwargs) |
| 418 | + |
| 419 | + def __aiter__(self): |
| 420 | + if hasattr(self._response, "__aiter__"): |
| 421 | + self._iterator = self._response.__aiter__() |
| 422 | + else: |
| 423 | + self._iterator = self._response |
| 424 | + return self |
| 425 | + |
| 426 | + async def __anext__(self): |
| 427 | + if self._iterator is None: |
| 428 | + if hasattr(self._response, "__aiter__"): |
| 429 | + self._iterator = self._response.__aiter__() |
| 430 | + else: |
| 431 | + self._iterator = self._response |
| 432 | + try: |
| 433 | + return await self._iterator.__anext__() |
| 434 | + except StopAsyncIteration: |
| 435 | + await self._record_metrics() |
| 436 | + raise |
| 437 | + except Exception: |
| 438 | + await self._record_metrics() |
| 439 | + raise |
| 440 | + |
| 441 | + async def _record_metrics(self): |
| 442 | + if self._metrics_recorded: |
| 443 | + return |
| 444 | + self._metrics_recorded = True |
| 445 | + try: |
| 446 | + self._tracer.record_attempt_completion() |
| 447 | + metadata = [] |
| 448 | + if hasattr(self._response, "initial_metadata"): |
| 449 | + try: |
| 450 | + res = self._response.initial_metadata() |
| 451 | + if inspect.isawaitable(res): |
| 452 | + res = await res |
| 453 | + metadata.extend(res or []) |
| 454 | + except Exception as e: |
| 455 | + logger.warning(f"Failed to retrieve initial metadata: {e}") |
| 456 | + if hasattr(self._response, "trailing_metadata"): |
| 457 | + try: |
| 458 | + res = self._response.trailing_metadata() |
| 459 | + if inspect.isawaitable(res): |
| 460 | + res = await res |
| 461 | + metadata.extend(res or []) |
| 462 | + except Exception as e: |
| 463 | + logger.warning(f"Failed to retrieve trailing metadata: {e}") |
| 464 | + self._tracer.record_gfe_metrics(metadata) |
| 465 | + except Exception as e: |
| 466 | + logger.warning(f"Failed to record metrics: {e}") |
| 467 | + |
| 468 | + def __del__(self): |
| 469 | + if not self._metrics_recorded: |
| 470 | + self._metrics_recorded = True |
| 471 | + try: |
| 472 | + self._tracer.record_attempt_completion() |
| 473 | + except Exception: |
| 474 | + pass |
| 475 | + |
| 476 | + def __getattr__(self, name): |
| 477 | + return getattr(self._response, name) |
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