diff --git a/.gitignore b/.gitignore index cce92b0..d5a7d5d 100644 --- a/.gitignore +++ b/.gitignore @@ -49,6 +49,12 @@ coverage.xml *.mo *.pot +# AI +.claude/ +.serena/ +AGENTS.md +CLAUDE.md + # Django stuff: *.log local_settings.py @@ -93,3 +99,4 @@ ENV/ # Other .DS_Store +.vscode/ diff --git a/README.md b/README.md index 039a079..d3181a6 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,14 @@ supplementary tools and resources that are reusable and not exclusive to any spe - Prometheus +## observability + +OpenTelemetry tracing, Pyroscope continuous profiling, and cardinality-safe request metrics for +FastAPI services. Requires the `observability` extra. + +See https://github.com/uc-cdis/cdis-python-utils/tree/master/cdispyutils/observability + + ## profiling See https://github.com/uc-cdis/cdis-python-utils/tree/master/cdispyutils/profiling diff --git a/cdispyutils/metrics.py b/cdispyutils/metrics.py index ca70332..c76b877 100644 --- a/cdispyutils/metrics.py +++ b/cdispyutils/metrics.py @@ -11,18 +11,20 @@ from collections.abc import Callable import os import pathlib -from typing import Dict, Tuple +from typing import Dict -from cdislogging import get_logger +from gen3logging import get_logger from prometheus_client import ( CONTENT_TYPE_LATEST, CollectorRegistry, Counter, Gauge, + Histogram, generate_latest, multiprocess, make_wsgi_app, make_asgi_app, + values, ) @@ -49,7 +51,7 @@ def get_wsgi_app(self) -> Callable: raise NotImplementedError() @abstractmethod - def get_latest_metrics(self) -> Tuple[str, str]: + def get_latest_metrics(self) -> tuple[bytes, str]: """ Generate the latest metrics. @@ -110,23 +112,35 @@ def __init__(self, enabled=True, prometheus_dir="/var/tmp/prometheus_metrics"): doesn't have to check, it always tries to log a metric. prometheus_dir (str): Directory to use when setting PROMETHEUS_MULTIPROC_DIR env var (which prometheus requires for multiprocess metrics collection). Note that this the prometheus client is very - finicky about when the ENV var is set. + finicky about when the ENV var is set: any metric created before this constructor + runs keeps storing its value in process memory and will not appear in a + multiprocess registry. """ self.enabled = enabled self.prometheus_metrics = {} + + # Created even when disabled, so `get_asgi_app`, `get_wsgi_app` and `get_latest_metrics` + # serve an empty 200 rather than raising AttributeError. A caller mounting the endpoint + # should not have to know whether metrics are on. + self._registry = CollectorRegistry() if not enabled: return pathlib.Path(prometheus_dir).mkdir(parents=True, exist_ok=True) os.environ["PROMETHEUS_MULTIPROC_DIR"] = prometheus_dir + # prometheus_client chooses between its in-memory and its multiprocess value class once, + # when prometheus_client.values is first imported, from PROMETHEUS_MULTIPROC_DIR - and + # this module's own import wins that race against a caller setting the variable here. + # Re-running the choice is what keeps counters out of process memory; without it they + # stay in memory while /metrics serves a multiprocess registry over an empty directory, + # returning 200 with no data. Metrics built before this runs keep the class they got. + values.ValueClass = values.get_value_class() + logger.info( f"PROMETHEUS_MULTIPROC_DIR is {os.environ['PROMETHEUS_MULTIPROC_DIR']}" ) - self._registry = CollectorRegistry() - multiprocess.MultiProcessCollector(self._registry, path=prometheus_dir) - def get_metrics_app(self, **kwargs) -> Callable: """ Required for Prometheus multiprocess setup @@ -152,17 +166,19 @@ def get_wsgi_app(self) -> Callable: """ return make_wsgi_app(self._registry) - def get_latest_metrics(self) -> Tuple[str, str]: + def get_latest_metrics(self) -> tuple[bytes, str]: """ Generate the latest Prometheus metrics Returns: - str: Latest Prometheus metrics + bytes: Latest Prometheus metrics, in the exposition format `generate_latest` emits. + Bytes in both branches, so a caller handing this to a response does not have + to know whether metrics were enabled. str: Content type of the latest Prometheus metrics """ # When metrics gathering is not enabled, the metrics endpoint should not error, but it should # not return any data. if not self.enabled: - return "", CONTENT_TYPE_LATEST + return b"", CONTENT_TYPE_LATEST return generate_latest(self._registry), CONTENT_TYPE_LATEST @@ -260,3 +276,52 @@ def _create_gauge_if_not_exist(self, name, labels, value, description) -> None: raise ValueError( f"Trying to create gauge '{name}' but a {type(self.prometheus_metrics[name])} with this name already exists" ) + + def observe_histogram( + self, name, labels, value, description="", buckets=None + ) -> None: + """ + Record one observation in a Prometheus histogram metric. + + Not part of AbstractBaseMetrics: adding an abstract method to that contract would stop + any existing implementation of it from instantiating. Check with `hasattr` before + calling this on something typed as the abstract base. + + Args: + name (str): Name of the metric. + labels (dict): Dictionary of labels for the metric. A histogram stores one bucket + series per label combination, so it multiplies the cost of every label far + faster than a counter does. + value (float): The observation, for example a duration in seconds. + description (str): Help text, used only when the histogram is first created. + buckets (Sequence[float] | None): Upper bounds of the buckets. None takes + prometheus_client's defaults, which span 5ms to 10s and suit request latency. + + Raises: + ValueError: If a metric of a different type already exists under this name. + """ + if not self.enabled: + return + + # create the histogram if it doesn't already exist + if name not in self.prometheus_metrics: + logger.info( + f"Creating histogram '{name}' with description '{description}' and labels: {labels}" + ) + extra_kwargs = {} if buckets is None else {"buckets": buckets} + self.prometheus_metrics[name] = Histogram( + name, + description, + [*labels.keys()], + registry=self._registry, + **extra_kwargs, + ) + elif type(self.prometheus_metrics[name]) is not Histogram: + raise ValueError( + f"Trying to create histogram '{name}' but a {type(self.prometheus_metrics[name])} with this name already exists" + ) + + logger.debug( + f"Observing '{value}' for histogram '{name}' with labels: {labels}" + ) + self.prometheus_metrics[name].labels(*labels.values()).observe(value) diff --git a/cdispyutils/observability/README.md b/cdispyutils/observability/README.md new file mode 100644 index 0000000..dd9af33 --- /dev/null +++ b/cdispyutils/observability/README.md @@ -0,0 +1,208 @@ +# observability + +Tracing, continuous profiling, and request metrics for Gen3 FastAPI services. + +```bash +poetry add 'cdispyutils[observability]' +``` + +Four signals and how they leave the process: + +| Signal | Path out | Configured by | +| -------- | ------------------------------------------- | -------------------------------------------------------- | +| Traces | OTLP to a collector, or the console | `tracing.configure_tracing` | +| Profiles | Pyroscope ingest API | `continuous_profiling.configure_profiling` | +| Metrics | Scraped from an endpoint the service mounts | `request_metrics.add_request_metrics_middleware` | +| Logs | JSON on stdout, carrying the trace id | `gen3logging`, correlated by the logging instrumentation | + +Import the submodules directly. Importing them through the package would drag OpenTelemetry, +Pyroscope, and FastAPI in together even when only one is wanted. + +## Wiring a service + +Order matters: `configure_profiling` runs first, because `configure_tracing` only links spans to +profiles when it can see that an agent is already running. + +```python +from cdispyutils.metrics import BaseMetrics +from cdispyutils.observability.continuous_profiling import configure_profiling +from cdispyutils.observability.request_metrics import add_request_metrics_middleware +from cdispyutils.observability.tracing import configure_tracing, instrument_class + + +def get_app() -> FastAPI: + app = FastAPI() + + configure_profiling("my_service") + configure_tracing(app, "my_service") + + instrument_class(DataAccessLayer) + + metrics = BaseMetrics(enabled=True) + app.mount("/metrics", metrics.get_metrics_app(path="/var/tmp/prometheus_metrics")) + add_request_metrics_middleware( + app, metrics, counter_name="my_service_api_requests" + ) + return app +``` + +Every setting has a keyword argument and an environment variable behind it. Leave the argument +out to take the environment's value; pass it to override. A service with its own config object +passes its values in explicitly. + +### Choosing instrumentors + +`configure_tracing` enables HTTPX, requests, and log correlation by default. Pass `instrumentors` +to change that - a service with no `requests` calls and a pile of boto3 ones wants a different +set, and database instrumentation is deliberately not in the default because the right one +differs per service: + +```python +from opentelemetry.instrumentation.botocore import BotocoreInstrumentor +from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor + +from cdispyutils.observability.tracing import LoggingInstrumentorWithContext + +configure_tracing( + app, + "my_service", + instrumentors=[ + HTTPXClientInstrumentor(), + BotocoreInstrumentor(), + LoggingInstrumentorWithContext(), + ], +) +``` + +Use `LoggingInstrumentorWithContext`, not a bare `LoggingInstrumentor()`. The latter does not +inject trace context, so logs carry no trace id and nothing joins them to spans. + +## Configuration + +| Variable | Default | What it does | +| ------------------------------- | --------------- | ---------------------------------------------------------------------------------------------------- | +| `ENABLE_OPENTELEMETRY_TRACES` | `true` | Whether to install a tracer provider at all | +| `OTEL_EXPORTER_OTLP_ENDPOINT` | `""` | Collector base URL. Empty prints spans to the console | +| `OTEL_EXPORTER_OTLP_PROTOCOL` | `http/protobuf` | `grpc` or `http/protobuf` | +| `FORCE_DISABLE_CUSTOM_TRACING` | `false` | Diagnostic switch turning off `@traced` and the instrument helpers while leaving request spans alone | +| `ENABLE_CONTINUOUS_PROFILING` | `false` | Whether to start the Pyroscope agent | +| `PYROSCOPE_SERVER_ADDRESS` | `""` | Pyroscope ingest base URL. Empty leaves the agent stopped | +| `PYROSCOPE_SAMPLE_RATE` | `100` | Samples per second | +| `PYROSCOPE_UPLOAD_INTERVAL` | `10` | Seconds between pushes | +| `PROFILE_CPU` | `true` | Collect CPU profiles | +| `PROFILE_MEMORY` | `false` | Collect memory profiles | +| `PROFILE_ON_CPU_ONLY` | `true` | Measure CPU time rather than wall-clock time | +| `PYROSCOPE_BASIC_AUTH_USERNAME` | `""` | | +| `PYROSCOPE_BASIC_AUTH_PASSWORD` | `""` | | +| `PYROSCOPE_TENANT_ID` | `""` | | + +`FORCE_DISABLE_CUSTOM_TRACING` exists to answer "is our own instrumentation causing this?" in one +deploy. It is not a setting to leave on. + +## Tracing your own functions + +A few ways: + +**`@traced`** on a definition, roughly 10µs per call: + +```python +@traced +async def parse_and_auth_request(request: Request) -> None: ... +``` + +**`instrument_class(SomeClass)`** where the app is built, not at import. Traces the methods the +class itself defines, skipping inherited ones, dunders, and anything defined with +`@staticmethod`, `@classmethod`, or `@property` - the class dict holds a descriptor for those, so +there is no plain function to wrap. Decorate those where they are defined, with `@traced` +innermost. + +**`get_tracer(__name__).start_as_current_span(...)`** when the span should cover part of a +function rather than all of it. + +`configure_tracing(enabled=...)` gates `instrument_class` and `instrument_module`, which run from +the app factory after it. It cannot gate `@traced`: that runs when the decorated module is +imported, before any setup call, so only `ENABLE_OPENTELEMETRY_TRACES` in the environment reaches +it. `FORCE_DISABLE_CUSTOM_TRACING` turns off all three regardless. + +`instrument_module(module)` exists too, but only calls that look the function up on the module are +affected. A caller that did `from x import work` holds the original and keeps calling it untraced, +so a module whose consumers import it that way needs `@traced` at each definition. + +### What not to trace + +Anything that runs per row or per loop iteration. A span costs more than the work it reports +there; mark it `@no_trace` so the class and module walks skip it. + +Generators and async generators. A span around one ends when the generator object is created, +before any of the body runs, and wrapping hides the function's generator-ness from FastAPI's +dependency injection. `traced` raises `TypeError` rather than let that through, even when tracing +is disabled. Open a span inside the function instead. + +## Request metrics + +`add_request_metrics_middleware` counts every request, labelled with the route *template* that +matched it. That is the point of it: labelling with the URL would mint a Prometheus time series +per path parameter value, and a scanner walking the URL space would multiply that indefinitely. +Anything served without a matching route collapses to a single `` label. + +The metrics endpoint is always excluded, whatever `excluded_paths` says, so a scrape can never +count itself. + +Pass `duration_histogram_name` to record request latency as well: + +```python +add_request_metrics_middleware( + app, + metrics, + counter_name="my_service_api_requests", + duration_histogram_name="my_service_api_request_duration_seconds", +) +``` + +The timing covers the whole response, including a streamed body, because the middleware is pure +ASGI and the downstream call returns only after the last body message. A histogram stores one +bucket series per label combination, so it multiplies the cost of every label far faster than a +counter - be sparing with `extra_label_names` when one is enabled. `duration_buckets` overrides +the defaults, which span 5ms to 10s. + +Extra labels come from an async provider paired with the names it supplies: + +```python +async def user_id_label(request: Request) -> dict[str, str]: + return {"user_id": await get_user_id(request=request)} + +add_request_metrics_middleware( + app, + metrics, + counter_name="my_service_api_requests", + extra_label_names=("user_id",), + extra_labels=user_id_label, +) +``` + +The declared names are the canonical order, so a provider whose dict iterates differently cannot +swap values between labels. A name it omits, and every name if it raises, records as `Unknown`. +Each name multiplies the counter's cardinality, so declare them deliberately. + +## Checking it locally + +Spans, with no collector running: + +```bash +OTEL_EXPORTER_OTLP_ENDPOINT= python -m uvicorn my_service.main:app +``` + +Profiles: + +```bash +docker run -p 4040:4040 grafana/pyroscope +ENABLE_CONTINUOUS_PROFILING=true PYROSCOPE_SERVER_ADDRESS=http://localhost:4040 \ + python -m uvicorn my_service.main:app +``` + +`PYROSCOPE_SERVER_ADDRESS` is Pyroscope's own ingest API, `POST /push.v1.PusherService/Push`, not +an OTLP receiver. Pointing it at 4317 or 4318 gets a 404 at push time, well after startup has +appeared to succeed. + +One agent runs per process, started when the app is built. Running uvicorn with `--workers` forks +after that point and leaves the children unprofiled. So *****follow our guidelines of 1 uvicorn process per container!***** diff --git a/cdispyutils/observability/__init__.py b/cdispyutils/observability/__init__.py new file mode 100644 index 0000000..8b85f6b --- /dev/null +++ b/cdispyutils/observability/__init__.py @@ -0,0 +1,7 @@ +""" +Tracing, continuous profiling, and request metrics for Gen3 FastAPI services. + +Requires the `observability` extra. Import the submodules directly rather than through this +package: each one pulls a different slice of that extra, and re-exporting here would make any +single import drag in OpenTelemetry, Pyroscope, and FastAPI together. +""" diff --git a/cdispyutils/observability/_config.py b/cdispyutils/observability/_config.py new file mode 100644 index 0000000..27c4e9a --- /dev/null +++ b/cdispyutils/observability/_config.py @@ -0,0 +1,112 @@ +""" +Environment-variable fallbacks for the observability helpers' keyword arguments. +""" + +import os +from collections.abc import Callable + +# What `starlette.config.Config(cast=bool)` accepts, so a deployment that already sets +# ENABLE_OPENTELEMETRY_TRACES=false for a Starlette-configured service keeps the same meaning +# here. +_TRUE_VALUES = frozenset({"true", "1", "on", "yes", "y", "t"}) +_FALSE_VALUES = frozenset({"false", "0", "off", "no", "n", "f", ""}) + + +def env_bool(name: str, default: bool) -> bool: + """ + Read a boolean setting from the environment. + + Args: + name (str): The environment variable to read. + default (bool): Returned when the variable is not set. + + Returns: + bool: The parsed value, or `default`. + + Raises: + ValueError: If the variable is set to something that is neither true-ish nor false-ish. + Rejected rather than read as false, so a typo in a deployment's configuration turns + observability off loudly instead of silently. + """ + raw = os.environ.get(name) + if raw is None: + return default + + value = raw.strip().lower() + if value in _TRUE_VALUES: + return True + if value in _FALSE_VALUES: + return False + + raise ValueError( + f"environment variable {name}={raw!r} is not a boolean; expected one of " + f"{sorted(_TRUE_VALUES | _FALSE_VALUES)}" + ) + + +def env_str(name: str, default: str) -> str: + """ + Read a string setting from the environment. + + Args: + name (str): The environment variable to read. + default (str): Returned when the variable is not set. + + Returns: + str: The value, or `default`. An empty variable reads as the empty string, which the + callers treat as "no endpoint configured" rather than falling back to `default`. + """ + raw = os.environ.get(name) + return default if raw is None else raw + + +def env_int(name: str, default: int) -> int: + """ + Read an integer setting from the environment. + + Args: + name (str): The environment variable to read. + default (int): Returned when the variable is not set. + + Returns: + int: The parsed value, or `default`. + + Raises: + ValueError: If the variable is set to something that is not an integer. + """ + raw = os.environ.get(name) + if raw is None: + return default + + try: + return int(raw.strip()) + except ValueError: + raise ValueError( + f"environment variable {name}={raw!r} is not an integer" + ) from None + + +def resolve[ + Setting +]( + value: Setting | None, + name: str, + default: Setting, + reader: Callable[[str, Setting], Setting], +) -> Setting: + """ + Return an explicit argument, or the environment's value for it. + + Args: + value (Setting | None): The argument as the caller passed it. Anything other than None is + used as-is, so an explicit False or empty string overrides the environment. + name (str): The environment variable to fall back to. + default (Setting): Returned when the argument is None and the variable is not set. + reader (Callable[[str, Setting], Setting]): One of `env_bool`, `env_str`, or `env_int`. + + Returns: + Setting: The resolved setting, with the same type as `default`. + """ + if value is not None: + return value + return reader(name, default) diff --git a/cdispyutils/observability/constants.py b/cdispyutils/observability/constants.py new file mode 100644 index 0000000..97bc81e --- /dev/null +++ b/cdispyutils/observability/constants.py @@ -0,0 +1,33 @@ +""" +Path sets and label values shared by the observability helpers. +""" + +# Recorded in place of the path of a request that matched no route, so that a scanner walking +# the URL space adds one time series instead of one per URL it tries. +UNMATCHED_PATH = "" + +# Recorded in place of a label the caller's provider could not produce, so the counter keeps the +# label set it was created with. +UNKNOWN_LABEL_VALUE = "Unknown" + +# Endpoints that exist to be polled or fetched by a browser. +# +# Do NOT add "/" here. `tracing.excluded_url_patterns` turns each of these into a regex anchored +# at the end of the URL, so a bare "/" becomes "/$", which matches every URL ending in a slash +# and would drop the trailing-slash form of every real route from tracing. The site root, the +# docs, and the OpenAPI spec are left out for the same reason they are cheap to record: traffic +# to them is low volume and worth seeing. +DEFAULT_UNMONITORED_PATHS = frozenset( + { + "/_status", + "/_status/", + "/_version", + "/_version/", + "/favicon.ico", + "/favicon.ico/", + } +) + +DEFAULT_ENDPOINTS_WITHOUT_METRICS = DEFAULT_UNMONITORED_PATHS | frozenset( + {"/metrics", "/metrics/"} +) diff --git a/cdispyutils/observability/continuous_profiling.py b/cdispyutils/observability/continuous_profiling.py new file mode 100644 index 0000000..f1c78c8 --- /dev/null +++ b/cdispyutils/observability/continuous_profiling.py @@ -0,0 +1,159 @@ +""" +Continuous profiling with Pyroscope. + +Requires the `observability` extra. +""" + +import os +from collections.abc import Mapping + +import pyroscope +from gen3logging import get_logger + +from cdispyutils.observability._config import env_bool, env_int, env_str, resolve + +logger = get_logger(__name__) + +# Whether `configure_profiling` has started the agent in this process. The SDK holds one global +# agent, and a second `pyroscope.configure` only logs `Agent already running` and returns, so this +# is what keeps that error out of a test suite that builds the app repeatedly. +_agent_running = False + + +def configure_profiling( + service_name: str, + *, + enabled: bool | None = None, + server_address: str | None = None, + sample_rate: int | None = None, + upload_interval: int | None = None, + profile_cpu: bool | None = None, + profile_memory: bool | None = None, + on_cpu_only: bool | None = None, + basic_auth_username: str | None = None, + basic_auth_password: str | None = None, + tenant_id: str | None = None, + tags: Mapping[str, str] | None = None, +) -> None: + """ + Start the Pyroscope agent so this process pushes CPU and memory profiles. + + Does nothing when profiling is disabled, when no server address is configured, or when the + agent is already running in this process. Call this before + `cdispyutils.observability.tracing.configure_tracing`, which asks `profiling_active` whether + to link spans to profiles. + + Every argument left as None is read from the environment variable named beside it below, so a + service can configure this entirely through its deployment. + + Args: + service_name (str): Pyroscope's application name, which is what the profiles are grouped + and queried under. + enabled (bool | None): Whether to start the agent at all. + Env ENABLE_CONTINUOUS_PROFILING, default False. + server_address (str | None): Base URL of the Pyroscope ingest API. Note this is + Pyroscope's own `POST /push.v1.PusherService/Push` endpoint, not an OTLP receiver, so + an OTLP port such as 4317 or 4318 fails at push time rather than here. + Env PYROSCOPE_SERVER_ADDRESS, default "" (the agent is not started). + sample_rate (int | None): Samples per second. Env PYROSCOPE_SAMPLE_RATE, default 100. + upload_interval (int | None): Seconds between pushes. + Env PYROSCOPE_UPLOAD_INTERVAL, default 10. + profile_cpu (bool | None): Collect CPU profiles. Env PROFILE_CPU, default True. + profile_memory (bool | None): Collect memory profiles. Env PROFILE_MEMORY, default False. + on_cpu_only (bool | None): Measure CPU time rather than wall-clock time, so time spent + awaiting I/O is left out of the flamegraph. + Env PROFILE_ON_CPU_ONLY, default True. + basic_auth_username (str | None): Env PYROSCOPE_BASIC_AUTH_USERNAME, default "". + basic_auth_password (str | None): Env PYROSCOPE_BASIC_AUTH_PASSWORD, default "". + tenant_id (str | None): Env PYROSCOPE_TENANT_ID, default "". + tags (Mapping[str, str] | None): Extra tags, merged over the default `pod` tag. + """ + global _agent_running + + if not resolve(enabled, "ENABLE_CONTINUOUS_PROFILING", False, env_bool): + logger.info("Continuous profiling is disabled, skipping Pyroscope setup") + return + + address = resolve(server_address, "PYROSCOPE_SERVER_ADDRESS", "", env_str) + if not address: + logger.warning( + "Continuous profiling is enabled but no Pyroscope server address is configured, " + "so the agent was not started" + ) + return + + if _agent_running: + logger.info( + "The Pyroscope agent is already running in this process, leaving it alone" + ) + return + + pyroscope.configure( + application_name=service_name, + server_address=address, + sample_rate=resolve(sample_rate, "PYROSCOPE_SAMPLE_RATE", 100, env_int), + upload_interval=resolve( + upload_interval, "PYROSCOPE_UPLOAD_INTERVAL", 10, env_int + ), + cpu_enabled=resolve(profile_cpu, "PROFILE_CPU", True, env_bool), + mem_enabled=resolve(profile_memory, "PROFILE_MEMORY", False, env_bool), + oncpu=resolve(on_cpu_only, "PROFILE_ON_CPU_ONLY", True, env_bool), + # Sample only the thread holding the GIL. Every request is handled on the one event loop + # thread, so that is the thread doing the work; a service that pushed work into a + # threadpool would need False to see any of it. + gil_only=True, + tags=_agent_tags(tags), + report_pid=True, + basic_auth_username=resolve( + basic_auth_username, "PYROSCOPE_BASIC_AUTH_USERNAME", "", env_str + ), + basic_auth_password=resolve( + basic_auth_password, "PYROSCOPE_BASIC_AUTH_PASSWORD", "", env_str + ), + tenant_id=resolve(tenant_id, "PYROSCOPE_TENANT_ID", "", env_str), + ) + _agent_running = True + + logger.info(f"Pyroscope agent started for '{service_name}', pushing to {address}") + + +def profiling_active() -> bool: + """ + Report whether the Pyroscope agent is running in this process. + + Returns: + bool: True only after `configure_profiling` has started the agent. Distinct from the + enabled setting, because the tagging that links traces to profiles is wasted work + unless there is an agent to receive the tags. + """ + return _agent_running + + +def stop_profiling() -> None: + """ + Stop the agent and allow `configure_profiling` to start it again. + + Exists for tests, which would otherwise leak one process-wide agent into every test that + follows the first one to enable profiling. + """ + global _agent_running + + if not _agent_running: + return + + pyroscope.shutdown() + _agent_running = False + + +def _agent_tags(tags: Mapping[str, str] | None) -> dict[str, str]: + """ + Build the tag set the agent reports profiles under. + + Args: + tags (Mapping[str, str] | None): Caller-supplied tags, which win over the defaults. + + Returns: + dict[str, str]: The merged tags. Kubernetes sets HOSTNAME to the pod name, which is the + only thing distinguishing one replica's flamegraph from another's. + """ + return {"pod": os.environ.get("HOSTNAME", ""), **(tags or {})} diff --git a/cdispyutils/observability/request_metrics.py b/cdispyutils/observability/request_metrics.py new file mode 100644 index 0000000..5e0a81f --- /dev/null +++ b/cdispyutils/observability/request_metrics.py @@ -0,0 +1,404 @@ +""" +Prometheus metrics for the HTTP requests a FastAPI application serves. + +Requires the `observability` extra. +""" + +import time +from collections.abc import Awaitable, Callable, Collection, Mapping +from typing import Protocol, cast + +from gen3logging import get_logger +from fastapi import FastAPI +from starlette.requests import Request +from starlette.types import ASGIApp, Message, Receive, Scope, Send + +from cdispyutils.metrics import AbstractBaseMetrics +from cdispyutils.observability.constants import ( + DEFAULT_ENDPOINTS_WITHOUT_METRICS, + UNKNOWN_LABEL_VALUE, + UNMATCHED_PATH, +) + +logger = get_logger(__name__) + +# Labels the middleware records itself, which an extra-label provider may not shadow. +RESERVED_LABEL_NAMES = frozenset({"method", "path", "status_code"}) + +ExtraLabelsProvider = Callable[[Request], Awaitable[Mapping[str, str]]] + + +class HistogramRecorder(Protocol): + """ + A metrics client that can record histograms. + + `observe_histogram` is on `BaseMetrics` rather than on `AbstractBaseMetrics`, so this names + the extra capability that `add_request_metrics_middleware` checks for before accepting a + `duration_histogram_name`. + """ + + def observe_histogram( + self, + name: str, + labels: Mapping[str, str], + value: float, + description: str = "", + buckets: Collection[float] | None = None, + ) -> None: + """Record one observation.""" + + +def add_request_metrics_middleware( + app: FastAPI, + metrics: AbstractBaseMetrics | None, + *, + counter_name: str, + counter_description: str = "", + duration_histogram_name: str | None = None, + duration_histogram_description: str = "", + duration_buckets: Collection[float] | None = None, + excluded_paths: Collection[str] = DEFAULT_ENDPOINTS_WITHOUT_METRICS, + metrics_path: str | None = "/metrics", + extra_unrouted_paths: Collection[str] = (), + extra_label_names: Collection[str] = (), + extra_labels: ExtraLabelsProvider | None = None, +) -> None: + """ + Count every HTTP request the app serves, labelled by route template. + + Requests are labelled with the template that matched them, for example `/things/{thing_id}`, + never the URL that was requested, so a path parameter does not mint one Prometheus time + series per value. A request matching no route is labelled UNMATCHED_PATH. + + Installs nothing when metrics are disabled, so callers never have to guard this call. + + Args: + app (FastAPI): The application to instrument. Must not have started serving yet; + Starlette refuses new middleware once it has. + metrics (AbstractBaseMetrics | None): The metrics client to record through. None, or a + client reporting itself disabled, installs nothing. + counter_name (str): Name of the counter, for example `gen3_workflow_api_requests`. + Prometheus exposes it with a `_total` suffix. + counter_description (str): Help text, used only when the counter is first created. + duration_histogram_name (str | None): Name of a histogram to record request duration in + seconds under, or None to record no timings. Timing covers the whole response, + including a streamed body. The histogram carries the same labels as the counter and + stores one bucket series per label combination, so `extra_label_names` costs far + more with one of these enabled. + duration_histogram_description (str): Help text for the histogram. + duration_buckets (Collection[float] | None): Upper bounds of the histogram's buckets. + None takes prometheus_client's defaults, which span 5ms to 10s. + excluded_paths (Collection[str]): Path labels to record nothing for. Matched against the + resolved label, so against a route template rather than a URL. `metrics_path` is + always excluded whether or not it appears here. + metrics_path (str | None): Where the Prometheus endpoint is mounted, or None if the app + has none. A mounted sub-application leaves no route on the request scope, so the + middleware can only recognise it by path. + extra_unrouted_paths (Collection[str]): Further paths the app serves without an API + route, such as other mounted sub-applications. Anything served without a route and + not listed here is labelled UNMATCHED_PATH. + extra_label_names (Collection[str]): Names of the labels `extra_labels` supplies. The + counter is created with exactly these, in this order, on top of `method`, `path`, and + `status_code`. Every name multiplies the counter's cardinality. + extra_labels (ExtraLabelsProvider | None): Async callable returning values for + `extra_label_names`, called once per counted request after the response. It receives + a Request with no receive channel, so it can read headers, cookies, and query + parameters, but reaching for the body raises rather than hanging on a channel whose + content is already consumed. Any exception it raises, and any name it omits, yields + UNKNOWN_LABEL_VALUE for that label. + + Raises: + ValueError: If `extra_label_names` and `extra_labels` are not either both given or both + omitted, if a name in `extra_label_names` is one of `method`, `path`, or + `status_code`, or if `duration_histogram_name` is given for a metrics client that + cannot record histograms. + """ + label_names = tuple(extra_label_names) + + if bool(label_names) != bool(extra_labels): + raise ValueError( + "extra_label_names and extra_labels must be given together; got names=" + f"{sorted(label_names)} and provider={extra_labels!r}" + ) + + reserved = RESERVED_LABEL_NAMES.intersection(label_names) + if reserved: + raise ValueError( + f"extra_label_names may not reuse the built-in labels: {sorted(reserved)}" + ) + + # `observe_histogram` is on BaseMetrics rather than on the abstract base, so checking is the + # only honest option. Failing here makes it a startup error rather than an AttributeError on + # the first request. + if duration_histogram_name and not hasattr(metrics, "observe_histogram"): + raise ValueError( + f"{type(metrics).__name__} cannot record histograms, so " + f"duration_histogram_name={duration_histogram_name!r} cannot be honoured" + ) + + # `enabled` is on BaseMetrics rather than on the abstract base, so a third-party + # implementation of the contract need not carry it. + if metrics is None or not getattr(metrics, "enabled", True): + logger.info( + f"Metrics are disabled, so requests will not be counted under '{counter_name}'" + ) + return + + # A scrape must never be able to count itself, however the caller configured exclusions: + # that makes the counter climb on its own and turns any rate() over it into noise. + always_excluded = ( + {metrics_path, metrics_path.rstrip("/") + "/"} if metrics_path else set() + ) + + # Endpoints FastAPI and Starlette serve without an APIRoute: the docs, the spec, and any + # mounted sub-application. None of them leave a route on the scope, so the middleware has to + # recognise them by path or collapse them into UNMATCHED_PATH. + unrouted_paths = frozenset( + path + for path in ( + app.docs_url, + app.redoc_url, + app.openapi_url, + metrics_path, + *extra_unrouted_paths, + ) + if path + ) + + app.add_middleware( + _RequestMetricsMiddleware, + metrics=metrics, + # The hasattr check above is what establishes this; the cast only says so in the types. + histogram_metrics=( + cast(HistogramRecorder, metrics) if duration_histogram_name else None + ), + counter_name=counter_name, + counter_description=counter_description, + duration_histogram_name=duration_histogram_name, + duration_histogram_description=duration_histogram_description, + duration_buckets=duration_buckets, + excluded_paths=frozenset(excluded_paths) | always_excluded, + unrouted_paths=unrouted_paths, + extra_label_names=label_names, + extra_labels=extra_labels, + ) + + +class _RequestMetricsMiddleware: + """ + ASGI middleware recording one counter increment per served request. + + Written against the raw ASGI interface rather than as a BaseHTTPMiddleware subclass: that + base allocates an anyio task group and a memory object stream per request and buffers + streaming responses, which is more interference than a helper needing only the response + status should impose on a service that streams. + """ + + def __init__( + self, + app: ASGIApp, + *, + metrics: AbstractBaseMetrics, + histogram_metrics: HistogramRecorder | None, + counter_name: str, + counter_description: str, + duration_histogram_name: str | None, + duration_histogram_description: str, + duration_buckets: Collection[float] | None, + excluded_paths: frozenset[str], + unrouted_paths: frozenset[str], + extra_label_names: tuple[str, ...], + extra_labels: ExtraLabelsProvider | None, + ) -> None: + self.app = app + self._metrics = metrics + self._histogram_metrics = histogram_metrics + self._counter_name = counter_name + self._counter_description = counter_description + self._duration_histogram_name = duration_histogram_name + self._duration_histogram_description = duration_histogram_description + self._duration_buckets = duration_buckets + self._excluded_paths = excluded_paths + self._unrouted_paths = unrouted_paths + self._extra_label_names = extra_label_names + self._extra_labels = extra_labels + + async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None: + """ + Serve one ASGI event, counting it if it is an HTTP request. + + Args: + scope (Scope): The connection scope. + receive (Receive): The ASGI receive channel. + send (Send): The ASGI send channel. + """ + if scope["type"] != "http": + await self.app(scope, receive, send) + return + + # Stands until an http.response.start goes past. If the app raises instead, this is the + # status the error handler above this middleware is about to send. + status_code = 500 + + async def send_wrapper(message: Message) -> None: + nonlocal status_code + if message["type"] == "http.response.start": + status_code = message["status"] + await send(message) + + # perf_counter around the whole downstream call, which for a streaming response returns + # only after the last body message: the duration therefore covers the transfer, not just + # the time to headers. + started = time.perf_counter() + try: + await self.app(scope, receive, send_wrapper) + finally: + # Routing runs inside the call above and updates this same scope dict in place, so + # the matched route is only readable afterwards. + await self._record(scope, status_code, time.perf_counter() - started) + + async def _record( + self, scope: Scope, status_code: int, duration_seconds: float + ) -> None: + """ + Record one finished request. + + Args: + scope (Scope): The scope of a request that has already been routed. + status_code (int): The status the response went out with. + duration_seconds (float): How long the whole response took. + """ + path = _path_label(scope, self._unrouted_paths) + if path in self._excluded_paths: + return + + # Assembled in a fixed order every time: increment_counter creates the counter from the + # first call's key order and thereafter passes values positionally, so a dict that + # iterates differently on a later request would file values under the wrong labels. + labels = { + "method": scope.get("method", ""), + "path": path, + "status_code": str(status_code), + } + labels.update(await self._resolve_extra_labels(scope)) + + try: + self._metrics.increment_counter( + name=self._counter_name, + labels=labels, + description=self._counter_description, + ) + if self._histogram_metrics and self._duration_histogram_name: + self._histogram_metrics.observe_histogram( + name=self._duration_histogram_name, + labels=labels, + value=duration_seconds, + description=self._duration_histogram_description, + buckets=self._duration_buckets, + ) + except Exception as exc: + # A metric must never be the reason a response fails. + logger.warning( + f"Could not record counter '{self._counter_name}' for '{path}'. Error: '{exc}'" + ) + + async def _resolve_extra_labels(self, scope: Scope) -> dict[str, str]: + """ + Ask the caller's provider for its labels. + + Args: + scope (Scope): The scope of the request being counted. + + Returns: + dict[str, str]: One entry per declared name, in declared order. A name the provider + did not supply, and every name if the provider raised, gets UNKNOWN_LABEL_VALUE, + which keeps the counter's label set the shape it was created with. + """ + if not self._extra_label_names: + return {} + + provided: Mapping[str, str] = {} + if self._extra_labels: + try: + # No receive channel: the body is already consumed, so a provider reaching for it + # gets Starlette's RuntimeError rather than awaiting a channel that never yields. + provided = await self._extra_labels(Request(scope)) + except Exception as exc: + logger.debug( + f"Extra metric labels unavailable. Error: '{exc}'. " + f"Using '{UNKNOWN_LABEL_VALUE}'" + ) + + return { + name: str(provided.get(name, UNKNOWN_LABEL_VALUE)) + for name in self._extra_label_names + } + + +def _path_label(scope: Scope, unrouted_paths: frozenset[str]) -> str: + """ + Return the label to record a request's path under. + + Args: + scope (Scope): The scope of a request that has already been routed. + unrouted_paths (frozenset[str]): Paths the app serves without an APIRoute, which + therefore have no template to be labelled with. + + Returns: + str: The matched route's template, for example `/things/{thing_id}`, one of + `unrouted_paths`, or UNMATCHED_PATH. Never the request's own URL, whose path + parameters would each become a separate Prometheus time series. + """ + # Only fastapi.routing.APIRoute puts `route` on the scope. A plain Starlette route, which is + # what /docs, /redoc and /openapi.json are, does not, hence the fallbacks below. + template = getattr(scope.get("route"), "path", None) + if template: + return template + + for candidate in (_route_path(scope), _mount_prefix(scope)): + if candidate in unrouted_paths: + return candidate + + return UNMATCHED_PATH + + +def _route_path(scope: Scope) -> str: + """ + Return the path the router matched against, with the app's own prefix removed. + + Args: + scope (Scope): The scope of a request that has already been routed. + + Returns: + str: The path as the app's routes declare it. An app deployed behind a prefix carries + that prefix in both `path` and `root_path`, so the raw path never equals a declared + path such as `/docs`. + """ + path = scope.get("path", "") + root_path = scope.get("root_path", "") + if root_path and path.startswith(root_path): + return path.removeprefix(root_path) or "/" + return path + + +def _mount_prefix(scope: Scope) -> str: + """ + Return the prefix of the mount that served this request. + + Args: + scope (Scope): The scope of a request that has already been routed. + + Returns: + str: The mount's prefix as the app declares it, or `root_path` when no mount handled the + request. Starlette moves a mount's prefix off the path and onto `root_path` before + handing the request to the sub-application, and records the app's own prefix in + `app_root_path`, so a `/metrics` mount under an app at `/svc` arrives as + `root_path="/svc/metrics"`. Without subtracting the app's own prefix the label falls + through to UNMATCHED_PATH, misses the exclusion check, and every scrape counts + itself. + """ + root_path = scope.get("root_path", "") + app_root_path = scope.get("app_root_path", "") + if app_root_path and root_path.startswith(app_root_path): + return root_path.removeprefix(app_root_path) + return root_path diff --git a/cdispyutils/observability/tracing.py b/cdispyutils/observability/tracing.py new file mode 100644 index 0000000..fdb9f78 --- /dev/null +++ b/cdispyutils/observability/tracing.py @@ -0,0 +1,448 @@ +""" +OpenTelemetry tracing for FastAPI services. + +Requires the `observability` extra. +""" + +import functools +import inspect +import re +from collections.abc import Collection, Iterable +from types import FunctionType, ModuleType +from typing import Any, Protocol, cast + +from gen3logging import get_logger +from fastapi import FastAPI +from opentelemetry import trace +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import ( + OTLPSpanExporter as GrpcSpanExporter, +) +from opentelemetry.exporter.otlp.proto.http.trace_exporter import ( + OTLPSpanExporter as HttpSpanExporter, +) +from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor +from opentelemetry.instrumentation.instrumentor import BaseInstrumentor +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import ( + BatchSpanProcessor, + ConsoleSpanExporter, + SpanExporter, +) + +from cdispyutils.observability._config import env_bool, env_str, resolve +from cdispyutils.observability.constants import DEFAULT_ENDPOINTS_WITHOUT_METRICS +from cdispyutils.observability.continuous_profiling import profiling_active + +logger = get_logger(__name__) + +GRPC_PROTOCOL = "grpc" + + +class Instrumentor(Protocol): + """ + What `configure_tracing` needs from a library instrumentation. + + Structural rather than `BaseInstrumentor`, so an adapter that merely wraps one - such as + `LoggingInstrumentorWithContext` - satisfies it without subclassing an ABC whose + `_instrument` and `_uninstrument` contract it has no use for. + """ + + def instrument(self) -> None: + """Enable this instrumentation.""" + + +# A marker to be set on already `traced` items. Instrumenting the same class or module twice in one +# process - which every `get_app()` in a test suite does - would otherwise nest a second span +# around every call. +# +# The value is historical and shared with the copy of this code in gen3-ai. A service part way +# through migrating from that copy to this one may have a function decorated by one and inspected +# by the other; a different marker here would wrap it twice. +_TRACED_MARKER = "_gen3_traced" + +# Set by `no_trace` to keep the module and class walks off a function. +_NO_TRACE_MARKER = "_gen3_no_trace" + +# What `configure_tracing` resolved `enabled` to, or None before it has run. Lets a service +# that configures tracing from a config file rather than the environment have that choice +# reach `instrument_class` and `instrument_module`, which run after it. +_tracing_enabled_override: bool | None = None + + +def configure_tracing( + app: FastAPI, + service_name: str, + *, + enabled: bool | None = None, + otlp_endpoint: str | None = None, + otlp_protocol: str | None = None, + excluded_urls: Collection[str] = DEFAULT_ENDPOINTS_WITHOUT_METRICS, + instrumentors: Iterable[Instrumentor] | None = None, +) -> None: + """ + Install a tracer provider and instrument the app to emit request spans. + + When the Pyroscope agent is already running, spans are also tagged so Grafana can jump from a + span to the profile for that request. Call + `cdispyutils.observability.continuous_profiling.configure_profiling` first, otherwise this + cannot know the agent exists and the link is left out. + + Args: + app (FastAPI): The application to instrument. + service_name (str): Value for the `service.name` resource attribute. + enabled (bool | None): Whether to install anything at all. + Env ENABLE_OPENTELEMETRY_TRACES, default True. + otlp_endpoint (str | None): Signal-agnostic base URL of the OTLP collector. An empty + value selects the console exporter, which is how local development inspects spans + without a collector. Env OTEL_EXPORTER_OTLP_ENDPOINT, default "". + otlp_protocol (str | None): Either `grpc` or `http/protobuf`. + Env OTEL_EXPORTER_OTLP_PROTOCOL, default `http/protobuf`. + excluded_urls (Collection[str]): Paths to emit no request spans for. Liveness and + readiness probes hit these every few seconds per replica, and a span each would swamp + real traffic. + instrumentors (Iterable[Instrumentor] | None): Library instrumentations to enable + alongside the app's own. Defaults to HTTPX, requests, and logging. Database + instrumentation is not included, because the right one differs per service; pass + `AsyncPGInstrumentor()` or the equivalent to add it. + """ + global _tracing_enabled_override + + _tracing_enabled_override = resolve( + enabled, "ENABLE_OPENTELEMETRY_TRACES", True, env_bool + ) + if not _tracing_enabled_override: + logger.info("OpenTelemetry traces are disabled, skipping setup") + return + + if _tracer_provider_is_set(): + # A provider installed by something else (e.g. the `opentelemetry-instrument` + # wrapper) wins: set_tracer_provider ignores the second call and only warns. + logger.info("A tracer provider is already installed, reusing it") + else: + endpoint = resolve(otlp_endpoint, "OTEL_EXPORTER_OTLP_ENDPOINT", "", env_str) + protocol = resolve( + otlp_protocol, "OTEL_EXPORTER_OTLP_PROTOCOL", "http/protobuf", env_str + ) + + provider = TracerProvider( + resource=Resource.create(attributes={"service.name": service_name}) + ) + provider.add_span_processor( + BatchSpanProcessor(_span_exporter(endpoint, protocol)) + ) + trace.set_tracer_provider(provider) + + _link_spans_to_profiles() + + FastAPIInstrumentor.instrument_app( + app, excluded_urls=excluded_url_patterns(excluded_urls) + ) + + for instrumentor in _resolve_instrumentors(instrumentors): + instrumentor.instrument() + + +def get_tracer(name: str) -> trace.Tracer: + """ + Return a tracer for one instrumentation scope. + + Args: + name (str): The scope, conventionally the calling module's `__name__`. + + Returns: + trace.Tracer: A tracer. Safe to hold from import time: until a provider is installed + this is a proxy, and it starts recording once one is. + """ + return trace.get_tracer(name) + + +def traced[Function: FunctionType](fn: Function) -> Function: + """ + Wrap a function so each call emits a span named `.`. + + Qualified name includes anything inside the module the named function is *in* (e.g. + if it's in a class, then the qualname is "SomeClass.some_function") + + Args: + fn (Function): A sync or async function. Bound to `FunctionType` rather than a callable, + because this reads `fn.__module__` and `fn.__qualname__` and hands `fn` to + `functools.wraps`, none of which an arbitrary callable object carries. + + Returns: + Function: A wrapped function, or `fn` itself when custom tracing is disabled or `fn` is + already wrapped. + + Raises: + TypeError: If `fn` is a generator or async generator function. A span around one of + those ends when the generator object is created, so it measures nothing, and the + wrapper also hides the function's generator-ness from callers that introspect it, + such as FastAPI's dependency injection. The message says what to do instead, which + is to open a span inside the function with `get_tracer`. + """ + if inspect.isgeneratorfunction(fn) or inspect.isasyncgenfunction(fn): + # Raised even when tracing is off, so the mistake cannot hide behind a config value. + raise TypeError( + f"cannot trace generator function {fn.__qualname__}: the span would end when the " + "generator object is created, before any of the body runs, and wrapping also hides " + "the function's generator-ness from FastAPI's dependency injection. Instead, open " + "the span inside the function around the work you want measured: " + "`with get_tracer(__name__).start_as_current_span('name'): ...`." + ) + + if not _custom_tracing_enabled() or getattr(fn, _TRACED_MARKER, False): + return fn + + tracer = trace.get_tracer(fn.__module__) + span_name = f"{fn.__module__}.{fn.__qualname__}" + + if inspect.iscoroutinefunction(fn): + + @functools.wraps(fn) + async def async_wrapper(*args: Any, **kwargs: Any) -> Any: + with tracer.start_as_current_span(span_name): + return await fn(*args, **kwargs) + + wrapper = async_wrapper + else: + + @functools.wraps(fn) + def sync_wrapper(*args: Any, **kwargs: Any) -> Any: + with tracer.start_as_current_span(span_name): + return fn(*args, **kwargs) + + wrapper = sync_wrapper + + setattr(wrapper, _TRACED_MARKER, True) + return cast(Function, wrapper) + + +def no_trace[Function: FunctionType](fn: Function) -> Function: + """ + Mark a function for `instrument_module` and `instrument_class` to skip. + + Use this on a function called once per row or per loop iteration inside a module that is + otherwise worth tracing, where a span per call would cost more than it reports. + + Args: + fn (Function): The function to leave alone. + + Returns: + Function: `fn`, unchanged. + """ + setattr(fn, _NO_TRACE_MARKER, True) + return fn + + +def instrument_class(cls: type) -> None: + """ + Replace the methods a class defines with traced versions, in place. + + Only the class's own attributes are considered, so inherited methods are left to the class + that defines them, and dunder methods are skipped. + + A method defined with `@staticmethod`, `@classmethod` or `@property` is skipped too: the + class dict holds a descriptor for those, not the underlying function, so there is nothing + here to wrap. To trace one, decorate it where it is defined and keep `@traced` innermost, + directly above the `def`. + + Args: + cls (type): The class to instrument. + """ + if not _custom_tracing_enabled(): + return + + for name, attr in list(vars(cls).items()): + if not name.startswith("__") and _is_traceable(attr): + setattr(cls, name, traced(attr)) + + +def instrument_module(module: ModuleType) -> None: + """ + Replace the functions a module defines with traced versions, in place. + + Functions the module merely imported are skipped, so instrumenting one module cannot + silently instrument another's code, or a third-party library's. + + Only calls that look the function up on the module are traced. A caller that did + `from x import work` holds the original function and keeps calling it untraced, so a + module whose consumers import it that way needs `@traced` at each definition instead. + + Args: + module (ModuleType): The module to instrument. + """ + if not _custom_tracing_enabled(): + return + + for name, attr in list(vars(module).items()): + if _is_traceable(attr) and attr.__module__ == module.__name__: + setattr(module, name, traced(attr)) + + +def excluded_url_patterns(paths: Collection[str]) -> str: + """ + Build the URL exclusion list for the request instrumentation. + + The instrumentation matches these against a whole URL, `scheme://host/path`, using a search + rather than a full match, so each pattern is anchored at the end. The ASGI path already + carries any root_path, which a suffix match tolerates. + + Args: + paths (Collection[str]): The paths to exempt. Must not contain `"/"`, which anchored as + `/$` would match every URL ending in a slash. + + Returns: + str: A comma-separated list of regexes, in the form + `opentelemetry.util.http.parse_excluded_urls` expects. + """ + return ",".join(sorted(re.escape(path) + "$" for path in paths)) + + +def _resolve_instrumentors( + instrumentors: Iterable[Instrumentor] | None, +) -> list[Instrumentor]: + """ + Return the library instrumentations to enable. + + Args: + instrumentors (Iterable[Instrumentor] | None): The caller's choice, or None for the + default set. + + Returns: + list[Instrumentor]: Outbound HTTP in both its async and sync forms, plus log + correlation, which puts otelTraceID/otelSpanID/otelServiceName on every record for + the logging formatters to render. + """ + if instrumentors is not None: + return list(instrumentors) + + # Imported here rather than at module scope so that installing a narrower set of the + # instrumentation packages does not break importing this module. + from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor + from opentelemetry.instrumentation.requests import RequestsInstrumentor + + return [ + HTTPXClientInstrumentor(), + RequestsInstrumentor(), + LoggingInstrumentorWithContext(), + ] + + +class LoggingInstrumentorWithContext: + """ + LoggingInstrumentor with the one argument that makes log correlation happen. + + A bare `LoggingInstrumentor()` does not inject trace context, so logs carry no trace id and + nothing joins them to spans. Pass this instead when supplying your own `instrumentors` list. + """ + + def __init__(self, instrumentor: BaseInstrumentor | None = None) -> None: + if instrumentor is None: + from opentelemetry.instrumentation.logging import LoggingInstrumentor + + instrumentor = LoggingInstrumentor() + self._instrumentor = instrumentor + + def instrument(self) -> None: + """Enable log correlation.""" + self._instrumentor.instrument(inject_trace_context=True) + + +def _span_exporter(endpoint: str, protocol: str) -> SpanExporter: + """ + Build the span exporter selected by the OTLP protocol. + + Args: + endpoint (str): Signal-agnostic base URL of the collector, or "" for the console. + protocol (str): Either `grpc` or `http/protobuf`. + + Returns: + SpanExporter: A gRPC, HTTP, or console exporter. + """ + if not endpoint: + return ConsoleSpanExporter() + + if protocol == GRPC_PROTOCOL: + return GrpcSpanExporter(endpoint=endpoint) + + # The endpoint is a signal-agnostic base per the OTLP spec, and the HTTP exporter only + # appends `/v1/traces` when it reads that variable itself. An `endpoint` passed to the + # constructor is used verbatim, so the path has to be added here. + return HttpSpanExporter(endpoint=f"{endpoint.rstrip('/')}/v1/traces") + + +def _link_spans_to_profiles() -> None: + """ + Add the span processor that joins traces to Pyroscope profiles, when both are running. + + Skipped unless the profiler is active: the processor tags the profiler's thread on every root + span, which with no agent to receive the tags is cost on the request path for nothing. + """ + if not profiling_active(): + return + + provider = trace.get_tracer_provider() + if not isinstance(provider, TracerProvider): + # A provider installed by something else need not be the SDK's, and only the SDK's has + # add_span_processor. Traces and profiles both keep working, just unlinked. + logger.warning( + "The installed tracer provider takes no span processors, so profiles will not link " + "to traces" + ) + return + + from pyroscope.otel import PyroscopeSpanProcessor + + provider.add_span_processor(PyroscopeSpanProcessor()) + + +def _custom_tracing_enabled() -> bool: + """ + Report whether the per-function span helpers should wrap anything. + + Prefers what `configure_tracing` resolved, falling back to the environment. The fallback is + what `@traced` gets: it runs when the decorated module is imported, before any + `configure_tracing` call, so only the environment can gate it. `instrument_class` and + `instrument_module` run from an app factory afterwards and do see the resolved value. + + Returns: + bool: True when tracing is on and the kill switch is off. The kill switch is read from + the environment either way, so it can disable custom tracing in a deployment whose + service configures `enabled` in code. + """ + if env_bool("FORCE_DISABLE_CUSTOM_TRACING", False): + return False + + if _tracing_enabled_override is not None: + return _tracing_enabled_override + + return env_bool("ENABLE_OPENTELEMETRY_TRACES", True) + + +def reset_tracing_state() -> None: + """ + Forget what `configure_tracing` resolved. + + Exists for tests: the override is process-wide, so without this the first test to configure + tracing decides the answer for every test after it. + """ + global _tracing_enabled_override + + _tracing_enabled_override = None + + +def _is_traceable(attr: object) -> bool: + """Return whether a class or module attribute is a function `traced` can wrap.""" + return ( + inspect.isfunction(attr) + and not inspect.isgeneratorfunction(attr) + and not inspect.isasyncgenfunction(attr) + and not getattr(attr, _NO_TRACE_MARKER, False) + # This 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true } +opentelemetry-sdk = { version = "*", optional = true } +opentelemetry-exporter-otlp = { version = "*", optional = true } +opentelemetry-instrumentation-fastapi = { version = "*", optional = true } +opentelemetry-instrumentation-httpx = { version = "*", optional = true } +opentelemetry-instrumentation-requests = { version = "*", optional = true } +opentelemetry-instrumentation-logging = { version = "*", optional = true } +opentelemetry-instrumentation-asyncpg = { version = "*", optional = true } +pyroscope-io = { version = "*", optional = true } +pyroscope-otel = { version = "*", optional = true } +fastapi = { version = "*", optional = true } +# Imported directly for the ASGI types and Request, rather than relied on through FastAPI. +starlette = { version = "*", optional = true } [tool.poetry.group.dev.dependencies] pytest = "*" pytest-flask = "*" mock = "*" -deptry = "^0.24.0" +deptry = ">=0.24.0" cryptography = "*" +# fastapi.testclient needs it; the fastapi core distribution does not pull it in. +httpx = "*" [tool.poetry.extras] profiling = ["Werkzeug", "matplotlib", "numpy"] uwsgi = ["uwsgi"] +observability = [ + "opentelemetry-api", + "opentelemetry-sdk", + "opentelemetry-exporter-otlp", + "opentelemetry-instrumentation-fastapi", + "opentelemetry-instrumentation-httpx", + "opentelemetry-instrumentation-requests", + "opentelemetry-instrumentation-logging", + "opentelemetry-instrumentation-asyncpg", + "pyroscope-io", + "pyroscope-otel", + "fastapi", + "starlette", +] [build-system] requires = ["poetry-core>=1.0.0"] diff --git a/tests/observability/__init__.py b/tests/observability/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/observability/test_continuous_profiling.py b/tests/observability/test_continuous_profiling.py new file mode 100644 index 0000000..dc502ca --- /dev/null +++ b/tests/observability/test_continuous_profiling.py @@ -0,0 +1,142 @@ +""" +Tests for the Pyroscope continuous-profiling lifecycle. +""" + +import pytest + +from cdispyutils.observability import continuous_profiling +from cdispyutils.observability.continuous_profiling import ( + configure_profiling, + profiling_active, + stop_profiling, +) + +SERVICE_NAME = "test_service" +SERVER_ADDRESS = "http://pyroscope.test:4040" + + +class FakeAgent: + """Stands in for the pyroscope SDK, recording what it was asked to do.""" + + def __init__(self) -> None: + self.configure_calls: list[dict] = [] + self.shutdown_calls = 0 + + def configure(self, **kwargs) -> None: + """Record a request to start the agent.""" + self.configure_calls.append(kwargs) + + def shutdown(self) -> None: + """Record a request to stop the agent.""" + self.shutdown_calls += 1 + + +@pytest.fixture(autouse=True) +def agent(monkeypatch): + """Replace the SDK with a fake, and leave no agent running behind the test.""" + fake = FakeAgent() + monkeypatch.setattr(continuous_profiling, "pyroscope", fake) + yield fake + stop_profiling() + + +@pytest.fixture +def profiling_on(monkeypatch): + """Turn profiling on through the environment, as a deployment would.""" + monkeypatch.setenv("ENABLE_CONTINUOUS_PROFILING", "true") + monkeypatch.setenv("PYROSCOPE_SERVER_ADDRESS", SERVER_ADDRESS) + + +def test_profiling_is_off_by_default(agent, monkeypatch): + """With nothing configured, no agent is started.""" + monkeypatch.delenv("ENABLE_CONTINUOUS_PROFILING", raising=False) + configure_profiling(SERVICE_NAME) + + assert agent.configure_calls == [] + assert not profiling_active() + + +def test_enabling_starts_the_agent_under_the_service_name(agent, profiling_on): + """An enabled service starts the agent under its own name.""" + configure_profiling(SERVICE_NAME) + + assert profiling_active() + assert agent.configure_calls[0]["application_name"] == SERVICE_NAME + assert agent.configure_calls[0]["server_address"] == SERVER_ADDRESS + + +def test_cpu_is_profiled_and_memory_is_not_by_default(agent, profiling_on): + """CPU profiling is on and memory profiling is off unless asked for.""" + configure_profiling(SERVICE_NAME) + + assert agent.configure_calls[0]["cpu_enabled"] is True + assert agent.configure_calls[0]["mem_enabled"] is False + + +def test_memory_profiling_can_be_requested(agent, profiling_on): + """Asking for memory profiling reaches the SDK.""" + configure_profiling(SERVICE_NAME, profile_memory=True) + + assert agent.configure_calls[0]["mem_enabled"] is True + + +def test_wall_clock_profiling_can_be_requested(agent, profiling_on): + """Turning off on-CPU-only profiling reaches the SDK.""" + configure_profiling(SERVICE_NAME, on_cpu_only=False) + + assert agent.configure_calls[0]["oncpu"] is False + + +def test_explicit_argument_overrides_the_environment(agent, profiling_on): + """An explicitly disabled service does not start the agent despite the environment.""" + configure_profiling(SERVICE_NAME, enabled=False) + + assert agent.configure_calls == [] + assert not profiling_active() + + +def test_missing_server_address_does_not_start_the_agent(agent, monkeypatch): + """Profiling enabled with nowhere to push does not start the agent.""" + monkeypatch.setenv("ENABLE_CONTINUOUS_PROFILING", "true") + monkeypatch.setenv("PYROSCOPE_SERVER_ADDRESS", "") + configure_profiling(SERVICE_NAME) + + assert agent.configure_calls == [] + assert not profiling_active() + + +def test_caller_tags_are_merged_over_the_defaults(agent, profiling_on): + """Caller-supplied tags reach the SDK alongside the default pod tag.""" + configure_profiling(SERVICE_NAME, tags={"region": "us-east-1"}) + + tags = agent.configure_calls[0]["tags"] + assert tags["region"] == "us-east-1" + assert "pod" in tags + + +def test_configuring_twice_leaves_the_running_agent_alone(agent, profiling_on): + """A second call does not start a second agent.""" + configure_profiling(SERVICE_NAME) + configure_profiling(SERVICE_NAME) + + assert len(agent.configure_calls) == 1 + + +def test_stopping_shuts_the_agent_down_and_allows_restarting(agent, profiling_on): + """Stopping the agent reports it inactive and lets it be configured again.""" + configure_profiling(SERVICE_NAME) + stop_profiling() + + assert agent.shutdown_calls == 1 + assert not profiling_active() + + configure_profiling(SERVICE_NAME) + assert profiling_active() + assert len(agent.configure_calls) == 2 + + +def test_stopping_an_unstarted_agent_does_nothing(agent): + """Stopping when nothing is running never reaches the SDK.""" + stop_profiling() + + assert agent.shutdown_calls == 0 diff --git a/tests/observability/test_request_metrics.py b/tests/observability/test_request_metrics.py new file mode 100644 index 0000000..15358a0 --- /dev/null +++ b/tests/observability/test_request_metrics.py @@ -0,0 +1,409 @@ +""" +Tests for the FastAPI request-metrics middleware. +""" + +import tempfile + +import pytest +from fastapi import FastAPI +from fastapi.testclient import TestClient +from starlette.responses import StreamingResponse + +from cdispyutils.metrics import BaseMetrics +from cdispyutils.observability.request_metrics import add_request_metrics_middleware + +COUNTER_NAME = "test_api_requests" +HISTOGRAM_NAME = "test_api_request_duration_seconds" + + +@pytest.fixture +def metrics(): + """A metrics client writing to a throwaway directory.""" + with tempfile.TemporaryDirectory() as prometheus_dir: + yield BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) + + +def build_app(metrics, **kwargs) -> FastAPI: + """Build an instrumented app exposing one route of each interesting shape.""" + app = FastAPI(**kwargs.pop("app_kwargs", {})) + + @app.get("/") + def root(): + return {"ok": True} + + @app.get("/_status") + def status(): + return {"ok": True} + + @app.get("/things/{thing_id}") + def thing(thing_id: str): + return {"thing_id": thing_id} + + @app.get("/boom") + def boom(): + raise RuntimeError("kaboom") + + @app.get("/stream") + def stream(): + return StreamingResponse(iter([b"chunk-a", b"chunk-b"])) + + if metrics is not None: + app.mount("/metrics", metrics.get_asgi_app()) + + add_request_metrics_middleware(app, metrics, counter_name=COUNTER_NAME, **kwargs) + return app + + +def client(app) -> TestClient: + """A test client that reports server errors as 500s instead of re-raising them.""" + return TestClient(app, raise_server_exceptions=False) + + +def samples(test_client) -> list[str]: + """Return the counter's sample lines from a scrape of the metrics endpoint.""" + body = test_client.get("/metrics").text + return [ + line for line in body.splitlines() if line.startswith(f"{COUNTER_NAME}_total{{") + ] + + +def label_sets(test_client) -> list[str]: + """Return just the label portion of each of the counter's sample lines.""" + return [ + line[line.index("{") : line.rindex("}") + 1] for line in samples(test_client) + ] + + +def test_served_request_is_counted(metrics): + """A served request is counted with its method, path and status.""" + c = client(build_app(metrics)) + c.get("/") + + assert any( + 'method="GET"' in s and 'path="/"' in s and 'status_code="200"' in s + for s in label_sets(c) + ) + + +def test_path_parameter_is_recorded_as_its_route_template(metrics): + """A path parameter is labelled with its template, not the value that was requested.""" + c = client(build_app(metrics)) + c.get("/things/abc") + c.get("/things/def") + + recorded = label_sets(c) + assert any('path="/things/{thing_id}"' in s for s in recorded) + assert not any("abc" in s or "def" in s for s in recorded) + + +def test_unmatched_requests_share_one_path_label(metrics): + """Requests matching no route collapse into a single time series.""" + c = client(build_app(metrics)) + c.get("/nope/one") + c.get("/nope/two") + + unmatched = [s for s in label_sets(c) if 'status_code="404"' in s] + assert len(unmatched) == 1 + assert not any("nope" in s for s in label_sets(c)) + + +def test_method_not_allowed_is_recorded_under_its_route_template(metrics): + """A 405 is labelled with the template it partially matched.""" + c = client(build_app(metrics)) + c.post("/things/abc") + + assert any( + 'path="/things/{thing_id}"' in s and 'status_code="405"' in s + for s in label_sets(c) + ) + + +@pytest.mark.parametrize("path", ["/docs", "/openapi.json"]) +def test_documentation_endpoints_are_counted_under_their_own_label(metrics, path): + """Docs and spec traffic is counted under its own path label, not as unmatched.""" + c = client(build_app(metrics)) + c.get(path) + + assert any(f'path="{path}"' in s for s in label_sets(c)) + + +def test_scraping_the_metrics_endpoint_records_nothing(metrics): + """A Prometheus scrape does not count itself.""" + c = client(build_app(metrics)) + c.get("/") + before = samples(c) + after = samples(c) + + assert before == after + + +def test_scrape_records_nothing_even_with_no_configured_exclusions(metrics): + """The metrics endpoint is excluded even when the caller excludes nothing.""" + c = client(build_app(metrics, excluded_paths=())) + c.get("/") + before = samples(c) + + assert samples(c) == before + + +def test_scrape_records_nothing_when_the_app_is_behind_a_root_path(metrics): + """A scrape does not count itself when the app is served under a prefix.""" + app = build_app(metrics, app_kwargs={"root_path": "/prefix"}) + c = TestClient(app, root_path="/prefix", raise_server_exceptions=False) + c.get("/prefix/") + before = [ + line + for line in c.get("/prefix/metrics").text.splitlines() + if line.startswith(f"{COUNTER_NAME}_total{{") + ] + after = [ + line + for line in c.get("/prefix/metrics").text.splitlines() + if line.startswith(f"{COUNTER_NAME}_total{{") + ] + + assert before == after + + +def test_excluded_path_is_not_counted(metrics): + """A path in excluded_paths records nothing.""" + c = client(build_app(metrics)) + c.get("/_status") + + assert not any('path="/_status"' in s for s in label_sets(c)) + + +def test_extra_label_from_provider_is_recorded(metrics): + """A provider's value is recorded under its declared label name.""" + + async def provider(request): + return {"user_id": "someone"} + + c = client( + build_app(metrics, extra_label_names=("user_id",), extra_labels=provider) + ) + c.get("/") + + assert any('user_id="someone"' in s for s in label_sets(c)) + + +def test_failing_provider_yields_unknown_and_leaves_the_response_alone(metrics): + """A provider that raises does not affect the response and labels the request Unknown.""" + + async def provider(request): + raise RuntimeError("no idea") + + c = client( + build_app(metrics, extra_label_names=("user_id",), extra_labels=provider) + ) + response = c.get("/") + + assert response.status_code == 200 + assert any('user_id="Unknown"' in s for s in label_sets(c)) + + +def test_provider_omitting_a_declared_name_yields_unknown(metrics): + """A declared label the provider did not supply is recorded as Unknown.""" + + async def provider(request): + return {"user_id": "someone"} + + c = client( + build_app( + metrics, + extra_label_names=("user_id", "tenant"), + extra_labels=provider, + ) + ) + c.get("/") + + assert any( + 'user_id="someone"' in s and 'tenant="Unknown"' in s for s in label_sets(c) + ) + + +def test_undeclared_name_from_provider_is_dropped(metrics): + """A label the provider returns but did not declare does not reach the counter.""" + + async def provider(request): + return {"user_id": "someone", "sneaky": "value"} + + c = client( + build_app(metrics, extra_label_names=("user_id",), extra_labels=provider) + ) + c.get("/") + + assert not any("sneaky" in s for s in label_sets(c)) + + +def test_label_values_stay_with_their_own_labels_across_requests(metrics): + """Values are not swapped when the provider's dict iterates in a different order.""" + calls = {"n": 0} + + async def provider(request): + calls["n"] += 1 + if calls["n"] == 1: + return {"first": "one", "second": "two"} + return {"second": "two", "first": "one"} + + c = client( + build_app( + metrics, + extra_label_names=("first", "second"), + extra_labels=provider, + ) + ) + c.get("/") + c.get("/") + + recorded = label_sets(c) + assert all('first="one"' in s and 'second="two"' in s for s in recorded) + + +def test_provider_reading_the_body_does_not_affect_the_response(metrics): + """A provider that reaches for the request body fails without breaking the request.""" + + async def provider(request): + return {"user_id": (await request.body()).decode()} + + c = client( + build_app(metrics, extra_label_names=("user_id",), extra_labels=provider) + ) + response = c.get("/") + + assert response.status_code == 200 + assert any('user_id="Unknown"' in s for s in label_sets(c)) + + +@pytest.mark.parametrize( + "names,provider", + [ + (("user_id",), None), + ((), lambda request: {}), + (("method",), lambda request: {}), + (("path", "user_id"), lambda request: {}), + ], +) +def test_invalid_label_configuration_is_rejected_at_install_time( + metrics, names, provider +): + """A mismatched or reserved label configuration raises when the middleware is added.""" + with pytest.raises(ValueError): + build_app(metrics, extra_label_names=names, extra_labels=provider) + + +def test_unhandled_error_is_counted_as_a_server_error(metrics): + """A route that raises is counted with status 500.""" + c = client(build_app(metrics)) + response = c.get("/boom") + + assert response.status_code == 500 + assert any('path="/boom"' in s and 'status_code="500"' in s for s in label_sets(c)) + + +def test_streaming_response_is_counted_and_arrives_intact(metrics): + """A streaming response is counted without its body being disturbed.""" + c = client(build_app(metrics)) + response = c.get("/stream") + + assert response.content == b"chunk-achunk-b" + assert any('path="/stream"' in s for s in label_sets(c)) + + +def test_response_is_passed_through_unchanged(metrics): + """The middleware does not alter the status, body or headers of a response.""" + c = client(build_app(metrics)) + response = c.get("/things/abc") + + assert response.status_code == 200 + assert response.json() == {"thing_id": "abc"} + assert response.headers["content-type"] == "application/json" + + +def test_disabled_metrics_client_installs_nothing(): + """A disabled client leaves requests working and creates no counter.""" + with tempfile.TemporaryDirectory() as prometheus_dir: + disabled = BaseMetrics(enabled=False, prometheus_dir=prometheus_dir) + app = FastAPI() + + @app.get("/") + def root(): + return {"ok": True} + + add_request_metrics_middleware(app, disabled, counter_name=COUNTER_NAME) + response = TestClient(app).get("/") + + assert response.status_code == 200 + assert disabled.prometheus_metrics == {} + + +def test_absent_metrics_client_installs_nothing(): + """A None client leaves requests working.""" + app = FastAPI() + + @app.get("/") + def root(): + return {"ok": True} + + add_request_metrics_middleware(app, None, counter_name=COUNTER_NAME) + + assert TestClient(app).get("/").status_code == 200 + + +def histogram_lines(test_client) -> list[str]: + """Return the duration histogram's bucket lines from a scrape.""" + body = test_client.get("/metrics").text + return [ + line + for line in body.splitlines() + if line.startswith(f"{HISTOGRAM_NAME}_bucket") + ] + + +def test_request_duration_is_recorded_when_a_histogram_is_named(metrics): + """A duration histogram is recorded alongside the counter when one is requested.""" + c = client(build_app(metrics, duration_histogram_name=HISTOGRAM_NAME)) + c.get("/things/abc") + + assert any('path="/things/{thing_id}"' in line for line in histogram_lines(c)) + assert any('path="/things/{thing_id}"' in s for s in label_sets(c)) + + +def test_no_histogram_is_recorded_by_default(metrics): + """Without a histogram name, only the counter is recorded.""" + c = client(build_app(metrics)) + c.get("/things/abc") + + assert histogram_lines(c) == [] + + +def test_streaming_response_duration_covers_the_body(metrics): + """A streamed response is timed to the last chunk, not to its headers.""" + c = client(build_app(metrics, duration_histogram_name=HISTOGRAM_NAME)) + c.get("/stream") + + observed = [ + sample.value + for metric in metrics.prometheus_metrics[HISTOGRAM_NAME].collect() + for sample in metric.samples + if sample.name.endswith("_sum") and sample.labels["path"] == "/stream" + ] + assert observed and observed[0] > 0 + + +def test_histogram_on_a_client_that_cannot_record_one_is_rejected(metrics): + """Asking for a histogram from a client without the capability fails at install time.""" + + class CounterOnlyMetrics: + enabled = True + + def increment_counter(self, name, labels, description=""): + """Record nothing.""" + + with pytest.raises(ValueError): + add_request_metrics_middleware( + FastAPI(), + CounterOnlyMetrics(), + counter_name=COUNTER_NAME, + duration_histogram_name=HISTOGRAM_NAME, + ) diff --git a/tests/observability/test_tracing.py b/tests/observability/test_tracing.py new file mode 100644 index 0000000..c9618a4 --- /dev/null +++ b/tests/observability/test_tracing.py @@ -0,0 +1,372 @@ +""" +Tests for the OpenTelemetry tracing helpers. +""" + +import asyncio +import time +from types import ModuleType + +import pytest +from fastapi import FastAPI +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from opentelemetry.trace import StatusCode +from opentelemetry.util.http import parse_excluded_urls + +from cdispyutils.observability.constants import DEFAULT_ENDPOINTS_WITHOUT_METRICS +from cdispyutils.observability.tracing import ( + configure_tracing, + excluded_url_patterns, + get_tracer, + instrument_class, + instrument_module, + no_trace, + reset_tracing_state, + traced, +) + +SLEEP_SECONDS = 0.01 + + +@pytest.fixture(scope="session") +def exporter(): + """ + Install one SDK tracer provider for the whole session. + + Session-scoped because `set_tracer_provider` only warns on a second call, so a narrower + fixture would silently keep using the first provider it installed. + """ + in_memory = InMemorySpanExporter() + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(in_memory)) + trace.set_tracer_provider(provider) + return in_memory + + +@pytest.fixture(autouse=True) +def spans(exporter): + """Give each test an empty span buffer.""" + exporter.clear() + return exporter + + +@pytest.fixture(autouse=True) +def tracing_enabled(monkeypatch): + """Turn custom tracing on, as a default deployment has it, and leave no state behind.""" + monkeypatch.setenv("ENABLE_OPENTELEMETRY_TRACES", "true") + monkeypatch.delenv("FORCE_DISABLE_CUSTOM_TRACING", raising=False) + reset_tracing_state() + yield + reset_tracing_state() + + +def build_module(source: str, name: str = "sample_module") -> ModuleType: + """Build a module from source so module-level instrumentation can be exercised.""" + module = ModuleType(name) + exec(compile(source, name, "exec"), module.__dict__) + return module + + +def test_span_is_named_for_the_function(spans): + """A traced function emits one span named for its module and qualified name.""" + + @traced + def work(): + return "done" + + assert work() == "done" + + finished = spans.get_finished_spans() + assert len(finished) == 1 + assert finished[0].name.endswith( + "test_span_is_named_for_the_function..work" + ) + + +def test_async_function_is_traced_across_its_await(spans): + """An async function returns its value and its span covers the awaited work.""" + + @traced + async def work(): + await asyncio.sleep(SLEEP_SECONDS) + return "done" + + assert asyncio.run(work()) == "done" + + finished = spans.get_finished_spans() + assert len(finished) == 1 + assert finished[0].end_time - finished[0].start_time >= SLEEP_SECONDS * 1e9 + + +def test_nested_calls_are_linked_as_parent_and_child(spans): + """A traced function called from another is recorded as its child.""" + + @traced + def inner(): + return 1 + + @traced + def outer(): + return inner() + + outer() + + finished = spans.get_finished_spans() + child = next(s for s in finished if s.name.endswith("inner")) + parent = next(s for s in finished if s.name.endswith("outer")) + assert child.parent.span_id == parent.context.span_id + + +def test_exception_is_recorded_and_still_propagates(spans): + """A raising function marks its span as an error and does not swallow the exception.""" + + @traced + def work(): + raise ValueError("nope") + + with pytest.raises(ValueError): + work() + + span = spans.get_finished_spans()[0] + assert span.status.status_code is StatusCode.ERROR + assert len([event for event in span.events if event.name == "exception"]) == 1 + + +@pytest.mark.parametrize("kill_switch", ["true", "false"]) +def test_generator_functions_are_rejected(monkeypatch, kill_switch): + """Tracing a generator raises whether or not the kill switch is on.""" + monkeypatch.setenv("FORCE_DISABLE_CUSTOM_TRACING", kill_switch) + + def gen(): + yield 1 + + async def agen(): + yield 1 + + with pytest.raises(TypeError): + traced(gen) + with pytest.raises(TypeError): + traced(agen) + + +def test_instrument_class_traces_the_methods_it_defines(spans): + """Instrumenting a class traces its own methods, including private ones.""" + + class Service: + def public(self): + return self._private() + + def _private(self): + return 1 + + instrument_class(Service) + Service().public() + + names = [span.name for span in spans.get_finished_spans()] + assert any(name.endswith("Service.public") for name in names) + assert any(name.endswith("Service._private") for name in names) + + +def test_instrument_class_is_idempotent(spans): + """Instrumenting a class twice does not nest a second span around every call.""" + + class Service: + def work(self): + return 1 + + instrument_class(Service) + instrument_class(Service) + Service().work() + + assert len(spans.get_finished_spans()) == 1 + + +def test_instrument_class_skips_dunders_and_descriptors(spans): + """Constructors, static methods, class methods and properties are left alone.""" + + class Service: + def __init__(self): + self.value = 1 + + @staticmethod + def helper(): + return 1 + + @classmethod + def build(cls): + return cls() + + @property + def doubled(self): + return self.value * 2 + + instrument_class(Service) + Service.helper() + Service.build().doubled + + assert spans.get_finished_spans() == () + + +def test_instrument_module_traces_only_its_own_functions(spans): + """A module's own functions are traced and the ones it imported are not.""" + module = build_module( + "from json import dumps\n" "def own():\n" " return dumps({})\n" + ) + instrument_module(module) + module.own() + + names = [span.name for span in spans.get_finished_spans()] + assert len(names) == 1 + assert names[0].endswith("own") + + +def test_instrument_module_leaves_generators_alone(spans): + """A module holding a generator can be instrumented without raising.""" + module = build_module( + "def gen():\n" " yield 1\n" "def work():\n" " return list(gen())\n" + ) + instrument_module(module) + + assert module.work() == [1] + assert len(spans.get_finished_spans()) == 1 + + +def test_no_trace_excludes_a_function(spans): + """A function marked no_trace is skipped by the module walk.""" + module = build_module( + "from cdispyutils.observability.tracing import no_trace\n" + "@no_trace\n" + "def skipped():\n" + " return 1\n" + "def traced_one():\n" + " return skipped()\n" + ) + instrument_module(module) + module.traced_one() + + names = [span.name for span in spans.get_finished_spans()] + assert len(names) == 1 + assert names[0].endswith("traced_one") + + +@pytest.mark.parametrize( + "env", + [ + {"ENABLE_OPENTELEMETRY_TRACES": "false"}, + {"FORCE_DISABLE_CUSTOM_TRACING": "true"}, + ], +) +def test_disabled_tracing_returns_the_original_function(monkeypatch, env): + """With tracing off, the decorator hands back the function untouched.""" + for name, value in env.items(): + monkeypatch.setenv(name, value) + + def work(): + return 1 + + assert traced(work) is work + + +def test_get_tracer_produces_usable_spans(spans): + """A tracer taken by name records the spans opened through it.""" + with get_tracer(__name__).start_as_current_span("manual"): + pass + + assert [span.name for span in spans.get_finished_spans()] == ["manual"] + + +@pytest.mark.parametrize( + "url", + [ + "http://host/_status", + "http://host/_status/", + "http://host/metrics", + "http://host/ai/embeddings/_status", + ], +) +def test_polled_endpoints_are_excluded(url): + """Probe and scrape endpoints produce no request spans, including behind a prefix.""" + excluded = parse_excluded_urls( + excluded_url_patterns(DEFAULT_ENDPOINTS_WITHOUT_METRICS) + ) + + assert excluded.url_disabled(url) + + +@pytest.mark.parametrize( + "url", + [ + "http://host/", + "http://host/docs", + "http://host/openapi.json", + "http://host/collections", + "http://host/collections/", + "http://host/collections/a-name", + ], +) +def test_real_traffic_is_not_excluded(url): + """Ordinary routes, including trailing-slash forms, still produce request spans.""" + excluded = parse_excluded_urls( + excluded_url_patterns(DEFAULT_ENDPOINTS_WITHOUT_METRICS) + ) + + assert not excluded.url_disabled(url) + + +def test_configure_tracing_respects_the_environment(monkeypatch): + """With traces disabled in the environment, the app is left uninstrumented.""" + monkeypatch.setenv("ENABLE_OPENTELEMETRY_TRACES", "false") + app = FastAPI() + configure_tracing(app, "test_service") + + assert not hasattr(app, "_is_instrumented_by_opentelemetry") or not getattr( + app, "_is_instrumented_by_opentelemetry" + ) + + +def test_configure_tracing_instruments_the_app(monkeypatch): + """An enabled service gets its FastAPI app instrumented.""" + app = FastAPI() + configure_tracing(app, "test_service", instrumentors=()) + + assert getattr(app, "_is_instrumented_by_opentelemetry") + + +def test_configure_tracing_choice_reaches_the_instrument_helpers(monkeypatch): + """A service configuring tracing in code, not the environment, still gates instrument_class.""" + monkeypatch.delenv("ENABLE_OPENTELEMETRY_TRACES", raising=False) + configure_tracing(FastAPI(), "test_service", enabled=False, instrumentors=()) + + class Service: + def work(self): + """Do nothing.""" + + original = Service.work + instrument_class(Service) + + assert Service.work is original + + +def test_kill_switch_overrides_a_configured_choice(monkeypatch): + """FORCE_DISABLE_CUSTOM_TRACING wins over a service that enabled tracing explicitly.""" + configure_tracing(FastAPI(), "test_service", enabled=True, instrumentors=()) + monkeypatch.setenv("FORCE_DISABLE_CUSTOM_TRACING", "true") + + def work(): + return 1 + + assert traced(work) is work + + +def test_reset_sends_the_helpers_back_to_the_environment(monkeypatch): + """Resetting forgets the configured choice so the environment decides again.""" + configure_tracing(FastAPI(), "test_service", enabled=False, instrumentors=()) + reset_tracing_state() + monkeypatch.setenv("ENABLE_OPENTELEMETRY_TRACES", "true") + + def work(): + return 1 + + assert traced(work) is not work diff --git a/tests/test_metrics.py b/tests/test_metrics.py index 573bdbe..44e22b0 100644 --- a/tests/test_metrics.py +++ b/tests/test_metrics.py @@ -1,7 +1,10 @@ import pytest import os +import subprocess +import sys import tempfile -from prometheus_client import Counter, Gauge +import textwrap +from prometheus_client import Counter, Gauge, Histogram from unittest.mock import patch, MagicMock from cdispyutils.metrics import BaseMetrics @@ -41,11 +44,11 @@ def test_get_latest_metrics_disabled(): we've incremented something """ metrics = BaseMetrics(enabled=False) - metrics_data, content_type = metrics.get_latest_metrics() name = "test_counter1" labels = {"label1": "value1"} metrics.increment_counter(name, labels) - assert metrics_data == "" + metrics_data, content_type = metrics.get_latest_metrics() + assert metrics_data == b"" def test_get_latest_metrics_enabled(prometheus_dir): @@ -53,11 +56,11 @@ def test_get_latest_metrics_enabled(prometheus_dir): Test that you get metrics data when it's enabled we've incremented something """ metrics = BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) - metrics_data, content_type = metrics.get_latest_metrics() name = "test_counter2" labels = {"label1": "value1"} metrics.increment_counter(name, labels) - assert metrics_data != "" + metrics_data, content_type = metrics.get_latest_metrics() + assert name.encode() in metrics_data def test_increment_counter(prometheus_dir): @@ -139,3 +142,145 @@ def test_set_gauge_disabled(): value = 5 metrics.set_gauge(name, labels, value) assert name not in metrics.prometheus_metrics + + +def test_metrics_are_written_for_multiprocess_collection(prometheus_dir): + """ + Test that counters are stored where a multiprocess registry can read them. + + Run in a subprocess because prometheus_client resolves its storage backend once per + interpreter, from PROMETHEUS_MULTIPROC_DIR, and the test suite's own imports have already + settled that choice for this process. + """ + source = textwrap.dedent( + f""" + from cdispyutils.metrics import BaseMetrics + + metrics = BaseMetrics(enabled=True, prometheus_dir={prometheus_dir!r}) + metrics.increment_counter("subprocess_counter", {{"label1": "value1"}}) + """ + ) + env = {k: v for k, v in os.environ.items() if k != "PROMETHEUS_MULTIPROC_DIR"} + + result = subprocess.run( + [sys.executable, "-c", source], env=env, capture_output=True, text=True + ) + + assert result.returncode == 0, result.stderr + assert [name for name in os.listdir(prometheus_dir) if name.endswith(".db")] + + +def test_latest_metrics_reports_each_metric_once(prometheus_dir): + """ + Test that a metric family is exposed once, not once per collector in the registry. + + A duplicated `# HELP` line for one metric name is a parse error to Prometheus. + """ + metrics = BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) + metrics.increment_counter("test_counter_once", {"label1": "value1"}) + + text, _ = metrics.get_latest_metrics() + lines = text.decode() + + assert lines.count("# HELP test_counter_once_total") == 1 + + +def test_asgi_app_is_available_when_metrics_are_disabled(): + """ + Test that the ASGI metrics endpoint can be built while metrics are disabled. + + A caller mounts the endpoint before knowing whether metrics are on, so this must not raise. + """ + metrics = BaseMetrics(enabled=False) + + assert callable(metrics.get_asgi_app()) + + +def test_wsgi_app_is_available_when_metrics_are_disabled(): + """ + Test that the WSGI metrics endpoint can be built while metrics are disabled. + """ + metrics = BaseMetrics(enabled=False) + + assert callable(metrics.get_wsgi_app()) + + +def test_disabled_wsgi_app_serves_an_empty_response(): + """ + Test that scraping a disabled metrics endpoint succeeds and returns no metrics. + """ + metrics = BaseMetrics(enabled=False) + metrics.increment_counter("disabled_counter", {"label1": "value1"}) + + captured = {} + + def start_response(status, headers): + captured["status"] = status + + body = b"".join( + metrics.get_wsgi_app()( + {"REQUEST_METHOD": "GET", "PATH_INFO": "/", "QUERY_STRING": ""}, + start_response, + ) + ) + + assert captured["status"].startswith("200") + assert b"disabled_counter" not in body + + +def test_observe_histogram(prometheus_dir): + """ + Test that observing a histogram records the value in the right bucket. + """ + metrics = BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) + name = "test_histogram1" + labels = {"label1": "value1"} + metrics.observe_histogram(name, labels, 0.3, buckets=[0.1, 0.5, 1.0]) + + assert isinstance(metrics.prometheus_metrics[name], Histogram) + + samples = { + sample.labels["le"]: sample.value + for metric in metrics.prometheus_metrics[name].collect() + for sample in metric.samples + if sample.name.endswith("_bucket") + } + assert samples["0.1"] == 0.0 + assert samples["0.5"] == 1.0 + assert samples["1.0"] == 1.0 + + +def test_observe_histogram_uses_default_buckets(prometheus_dir): + """ + Test that omitting buckets falls back to the client's defaults rather than failing. + """ + metrics = BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) + name = "test_histogram2" + metrics.observe_histogram(name, {"label1": "value1"}, 0.3) + + text, _ = metrics.get_latest_metrics() + lines = text.decode() + assert lines.count(f"{name}_bucket") > 3 + + +def test_observe_histogram_rejects_a_name_used_by_another_type(prometheus_dir): + """ + Test that reusing a counter's name for a histogram raises. + """ + metrics = BaseMetrics(enabled=True, prometheus_dir=prometheus_dir) + name = "test_histogram3" + metrics.increment_counter(name, {"label1": "value1"}) + + with pytest.raises(ValueError): + metrics.observe_histogram(name, {"label1": "value1"}, 0.3) + + +def test_observe_histogram_disabled(): + """ + Test that observing a histogram does nothing when metrics are disabled. + """ + metrics = BaseMetrics(enabled=False) + name = "test_histogram4" + metrics.observe_histogram(name, {"label1": "value1"}, 0.3) + + assert name not in metrics.prometheus_metrics