FastAPI logging bootstrap: dev-friendly console, production structlog JSON
Project description
fastapi-logkit
FastAPI logging bootstrap: readable console logs in development, structured structlog JSON to stdout in production-minded environments.
- Prefer turning off Uvicorn/Gunicorn access logs and emitting HTTP access as structured middleware logs instead.
- The global exception handler logs unhandled request errors; process-level logs are normalized via Uvicorn/Gunicorn logger wiring.
Installation
pip install fastapi-logkit
PyPI: fastapi-logkit
Usage
fastapi_logkit does not read OS environment variables. Read deploy env, log level, etc. in your app and pass values into helpers.
import os
from fastapi import FastAPI
from fastapi_logkit import setup_logging
from fastapi_logkit.fastapi import install_logkit
def app_env() -> str:
return (os.getenv("APP_ENV") or os.getenv("ENVIRONMENT") or "development").strip()
cfg = setup_logging(
env=app_env(),
level=os.getenv("LOG_LEVEL", "INFO").strip().upper(),
)
app = FastAPI()
install_logkit(app, config=cfg)
- With
install_logkit(..., config=cfg), the exception handler mirrorscfg.json_logs(structured JSON vsapp.errortext). - If
access_logis omitted, it defaults fromis_production_environment(cfg.env).
When running Uvicorn, pass log_config from get_uvicorn_log_config_for_run. After setup_logging / configure_logging, the returned LogKitConfig is kept as the active config; get_uvicorn_log_config_for_run() reads it (via get_active_logkit_config) so silence_uvicorn matches bootstrap without repeating config=:
from fastapi_logkit.integrations.uvicorn import get_uvicorn_log_config_for_run
cfg = setup_logging(env=app_env(), level=os.getenv("LOG_LEVEL", "INFO").strip().upper())
uvicorn.run(
"main:app",
log_config=get_uvicorn_log_config_for_run(),
)
Pass config= or silence_uvicorn= / env= when you need a one-off that differs from the last setup_logging result. If nothing has called setup_logging yet, omitting config falls back to resolving env (default "development") and is_json_logging_environment for silence, same as before.
For isolated tests, clear_active_logkit_config() (in fastapi_logkit.bootstrap) clears the stored config.
Production-style run: uvicorn main:app --host 0.0.0.0 --port 8000 --no-access-log
Behaviour summary (arguments / helpers)
| API / helper | Description |
|---|---|
setup_logging(env=..., level="INFO", json_logs=None, ...) |
Omit json_logs to derive it from is_json_logging_environment(env) (production / prod / staging → JSON pipeline). Stores the resulting LogKitConfig as the active config for helpers below. |
get_active_logkit_config() |
The LogKitConfig from the last successful setup_logging / configure_logging, or None. Also exported from fastapi_logkit. |
clear_active_logkit_config() |
Clears the active config (fastapi_logkit.bootstrap; useful between test cases). |
get_uvicorn_log_config_for_run(...) |
Uvicorn log_config dict. With no args after setup_logging, uses active silence_uvicorn; otherwise config= / silence_uvicorn= / env= as documented in the integration module. |
is_json_logging_environment(env) |
Whether env is treated as a JSON-logging env; string only (does not touch os). |
is_production_environment(env) |
True only for production / prod — default access middleware install in install_logkit. |
resolve_env_name(env) |
If env is None, returns "development" (no env var lookup). |
configure_logging(...) |
Alias of setup_logging. |
Body redaction, proxy IP trust, and which access lines are emitted are configured via AccessLogOptions + install_logkit(..., access_log_options=...).
Proxy headers and originIP
Access logs include clientIP (the immediate TCP peer from ASGI scope["client"]) and originIP (intended “client behind proxies” when enabled).
AccessLogOptions.trust_proxy_headersdefaults toFalse. In that caseoriginIPmatchesclientIP(forwarded headers are ignored), which avoids spoofedX-Forwarded-Forwhen the app is not behind a trusted edge proxy.- With
trust_proxy_headers=True,originIPis resolved in order: first hop ofX-Forwarded-For(comma-separated list), elseX-Real-IP, else the same value asclientIP. Header names are compared case-insensitively as received in the ASGI scope.
Only set trust_proxy_headers=True when a trusted reverse proxy (nginx, a load balancer, etc.) terminates TLS and sets or overwrites these headers for you; otherwise clients can forge them.
Pass the flag via install_logkit(..., access_log_options=AccessLogOptions(trust_proxy_headers=True)) and/or setup_logging(..., access_log_options=AccessLogOptions(trust_proxy_headers=True)) so it lives on LogKitConfig.access_log when you reuse config=.
HTTP access line threshold
Each access line is classified with a stdlib severity: 2xx/3xx → INFO, 4xx → WARNING, 5xx → ERROR. A line is emitted only if that severity is ≥ the configured minimum.
- By default,
install_logkit(..., config=cfg)sets the access minimum fromcfg.level(same string assetup_logging(..., level=...)). For example,level="WARNING"suppresses successful 2xx/3xx access lines but still records 4xx and 5xx. - Set
AccessLogOptions(access_min_level=logging.WARNING)(or another numeric level) to override the threshold without changing the global structlog floor.
Access log sampling (optional)
After the access line passes access_min_level, you may thin lines with access_sample_rate_by_status and/or access_sample_rate_by_endpoint on AccessLogOptions.
- By status (priority): mapping from an exact HTTP status (
int) and/or class keys"2xx","3xx","4xx","5xx"(case-insensitive) to a rate in[0.0, 1.0]. Lookup order: exact code, then class for that response. Built-in defaults are always merged:"4xx": 1.0,"5xx": 1.0(override in your map if needed). Recommended: keep"4xx"and"5xx"at1.0so client/server errors are not dropped when endpoints are throttled. - By endpoint: ordered
(pattern, rate)pairs. Used only when no status rule matched for that response (typical for 2xx/3xx). TheendPointstring (route template when available) is matched by prefix; the longest matching pattern wins, with earlier entries breaking ties at the same length. Empty patterns are ignored.Noneor an empty sequence means1.0on this axis. - Both set: if a status rule applies,
effective = r_status(endpoint ignored). Otherwiseeffective = r_endpoint. Example:("/health", 0.0)plus500: 1.0(or built-in5xx) — a 500 on/healthis still logged; 200 on/healthis not. - A line is kept iff
random.random() < effective(rates clamped;effective >= 1.0always keeps,effective <= 0.0always drops).
Wildcard/fnmatch is not supported; use prefix strings only.
Sampling configuration examples
Import AccessLogOptions from fastapi_logkit.config and pass it to install_logkit and/or setup_logging(..., access_log_options=...).
1. Silence health-check success lines, still log errors
GET /health 200 is dropped; 4xx/5xx on the same path are still logged (built-in "4xx" / "5xx" at 1.0, status rules win over endpoint 0).
from fastapi_logkit.config import AccessLogOptions
access_opts = AccessLogOptions(
access_sample_rate_by_endpoint=[
("/health", 0.0),
("/ready", 0.0),
],
# Optional but recommended — documents intent; same as built-in defaults:
access_sample_rate_by_status={
"4xx": 1.0,
"5xx": 1.0,
},
)
install_logkit(app, config=cfg, access_log_options=access_opts)
2. Sample most successful traffic, keep all errors
Log about 10% of 2xx responses; 4xx/5xx stay at 100%.
access_opts = AccessLogOptions(
access_sample_rate_by_status={
"2xx": 0.1,
"4xx": 1.0,
"5xx": 1.0,
},
)
3. Status-only: drop a specific code, sample a class
access_opts = AccessLogOptions(
access_sample_rate_by_status={
200: 0.0, # never log 200
201: 0.25, # 25% of 201
"3xx": 0.5, # 50% of redirects
},
)
4. Endpoint-only: throttle noisy paths (2xx/3xx)
Status map omitted; only 2xx/3xx without a status rule use endpoint rates. Longer prefixes win.
access_opts = AccessLogOptions(
access_sample_rate_by_endpoint=[
("/metrics", 0.0),
("/api/v1/events", 0.05),
("/api/v1", 0.2), # other /api/v1/* routes ~20%
],
)
5. Both axes: status wins when it matches
200 uses status rate 0.5; endpoint ("/", 0.1) is ignored for 200. A 404 uses built-in 4xx: 1.0, not the / endpoint rate.
access_opts = AccessLogOptions(
access_sample_rate_by_status={200: 0.5, "4xx": 1.0, "5xx": 1.0},
access_sample_rate_by_endpoint=[("/", 0.1)],
)
6. Bootstrap once on LogKitConfig
from fastapi_logkit import setup_logging
from fastapi_logkit.config import AccessLogOptions
from fastapi_logkit.fastapi import install_logkit
access_opts = AccessLogOptions(
access_sample_rate_by_endpoint=[("/health", 0.0)],
access_sample_rate_by_status={"4xx": 1.0, "5xx": 1.0},
)
cfg = setup_logging(
env="production",
level="INFO",
access_log_options=access_opts,
)
install_logkit(app, config=cfg) # reuses cfg.access_log unless access_log_options= overrides
| Goal | Typical settings |
|---|---|
| No health 200 lines | access_sample_rate_by_endpoint=[("/health", 0.0)] |
| Still log health 500 | Default "5xx": 1.0 (or explicit in status map) |
| Thin 2xx globally | "2xx": 0.1 in access_sample_rate_by_status |
| Never thin 4xx/5xx | Keep "4xx": 1.0, "5xx": 1.0 (recommended) |
JSON line fields (JSON mode)
Each stdout line is produced by structlog.processors.JSONRenderer(), with fields merged as follows:
| Category | Fields |
|---|---|
| Common (processors) | logLevel — numeric Pino-like level (e.g. info=30). The event key is stripped right before rendering. |
Request context (RequestContextMiddleware) |
request_id, method merged from structlog contextvars. |
Access log (AccessLogMiddleware) |
statusCode, userAgent, clientIP, originIP, dateTime (ms timestamp), endPoint, pathParams, method, traceBack when present. For 4xx/5xx with body logging enabled, requestBody. |
JSON unhandled_exception_handler without access middleware on the stack |
traceBack, endPoint, method, statusCode (500). May skip when access middleware already logged the same failure. |
| App kwargs | Any keys passed to logger.info("name", **fields) are included verbatim. |
See the fastapi_logkit/ source for processors and middleware details.
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