From b8acb017fd5cac3c46a7fcdce0c57a303ccf334a Mon Sep 17 00:00:00 2001 From: Aleksei Sokol Date: Sat, 6 Dec 2025 19:41:33 +0300 Subject: [PATCH] Version 0.3.0 Changes: - fix double exception message in main request_processing span - add OpenSearch to Jaeger and OpenTelemetry Logs - add optional OpenTelemetry Logs Exporter to structlog - update deploy README --- README.md | 2 +- README.md.jinja | 8 +- deploy/Makefile | 6 + deploy/configs/api.yaml.jinja | 8 +- deploy/configs/jaeger-opensearch.yaml | 36 + deploy/configs/jaeger-ui.json | 8 + deploy/configs/otel.yaml.jinja | 31 +- deploy/configs/prometheus.yml.jinja | 9 + deploy/docker-compose.yaml.jinja | 78 +- poetry.lock | 1039 +++++++++++------ pyproject.toml.jinja | 3 +- {{project_slug}}/__main__.py.jinja | 4 +- {{project_slug}}/config.py.jinja | 28 +- {{project_slug}}/fastapi_init.py.jinja | 31 +- .../middlewares/observability.py.jinja | 10 +- {{project_slug}}/utils/observability.py | 115 +- 16 files changed, 966 insertions(+), 450 deletions(-) create mode 100644 deploy/Makefile create mode 100644 deploy/configs/jaeger-opensearch.yaml create mode 100644 deploy/configs/jaeger-ui.json diff --git a/README.md b/README.md index b7c7b25..1934c72 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ This is a repository which contains a template for a backend python microservice running a FastAPI framework -Version 0.2.0 +Version 0.3.0 ## Usage diff --git a/README.md.jinja b/README.md.jinja index b4559b7..03fa7b0 100644 --- a/README.md.jinja +++ b/README.md.jinja @@ -6,5 +6,9 @@ Commands can be found in [Makefile](./Makefile) -To initialize virtual environment and dependencies, run `make install-dev` -To get a config example run `make config-example`, to run the application - `make run` \ No newline at end of file +To initialize virtual environment and dependencies, run `make install-dev`. +To get a config example run `make config-example`, to run the application - `make run`. + +## run with sample infrastructure + +[Deploy directory](./deploy/) contains README and docker-compose file to start the server in one command with logging, metrics and tracing. diff --git a/deploy/Makefile b/deploy/Makefile new file mode 100644 index 0000000..32de4de --- /dev/null +++ b/deploy/Makefile @@ -0,0 +1,6 @@ +up: + docker compose up --build -d + docker compose down database-init prometheus-init grafana-init opensearch-init migrator + +down: + docker compose down diff --git a/deploy/configs/api.yaml.jinja b/deploy/configs/api.yaml.jinja index 9b7e487..12f38a6 100644 --- a/deploy/configs/api.yaml.jinja +++ b/deploy/configs/api.yaml.jinja @@ -15,9 +15,13 @@ db: user: postgres password: "!env(DB_PASSWORD)" pool_size: 2 -logging: - level: INFO observability: + logging: + level: INFO + exporter: + endpoint: http://otel:4317 + level: INFO + tls_insecure: true prometheus: host: 0.0.0.0 port: 9090 diff --git a/deploy/configs/jaeger-opensearch.yaml b/deploy/configs/jaeger-opensearch.yaml new file mode 100644 index 0000000..4360320 --- /dev/null +++ b/deploy/configs/jaeger-opensearch.yaml @@ -0,0 +1,36 @@ +service: + extensions: [jaeger_storage, jaeger_query] + pipelines: + traces: + receivers: [otlp] + processors: [batch] + exporters: [jaeger_storage_exporter] + +extensions: + jaeger_query: + storage: + traces: opensearch_trace_storage + metrics: opensearch_trace_storage + jaeger_storage: + backends: + opensearch_trace_storage: &opensearch_config + opensearch: + server_urls: + - http://opensearch:9200 + metric_backends: + opensearch_trace_storage: *opensearch_config + +receivers: + otlp: + protocols: + grpc: + endpoint: "0.0.0.0:4317" + http: + endpoint: "0.0.0.0:4318" + +processors: + batch: + +exporters: + jaeger_storage_exporter: + trace_storage: opensearch_trace_storage diff --git a/deploy/configs/jaeger-ui.json b/deploy/configs/jaeger-ui.json new file mode 100644 index 0000000..c485ccf --- /dev/null +++ b/deploy/configs/jaeger-ui.json @@ -0,0 +1,8 @@ +{ + "monitor": { + "menuEnabled": true + }, + "dependencies": { + "menuEnabled": true + } +} diff --git a/deploy/configs/otel.yaml.jinja b/deploy/configs/otel.yaml.jinja index e308099..7793f80 100644 --- a/deploy/configs/otel.yaml.jinja +++ b/deploy/configs/otel.yaml.jinja @@ -13,6 +13,24 @@ exporters: insecure: true debug: verbosity: detailed + prometheusremotewrite: + endpoint: http://prometheus-pushgateway:9091/api/prom/push + tls: + insecure: true + opensearch: + http: + endpoint: http://opensearch:9200 + # Logs configuration + logs_index: "otel-logs-%{service.name}" + logs_index_fallback: "default-service" + logs_index_time_format: "yyyy.MM.dd" + # Traces configuration + # traces_index: "otel-traces-%{service.name}" + # traces_index_fallback: "default-service" + # traces_index_time_format: "yyyy.MM.dd" + sending_queue: + batch: + processors: batch: @@ -24,7 +42,16 @@ service: exporters: [debug, otlp/jaeger] metrics: receivers: [otlp] - exporters: [debug] + exporters: [debug, prometheusremotewrite] logs: receivers: [otlp] - exporters: [debug] \ No newline at end of file + exporters: [debug, opensearch] + + telemetry: + metrics: + readers: + - pull: + exporter: + prometheus: + host: '0.0.0.0' + port: 8888 diff --git a/deploy/configs/prometheus.yml.jinja b/deploy/configs/prometheus.yml.jinja index 8184b6e..e67c523 100644 --- a/deploy/configs/prometheus.yml.jinja +++ b/deploy/configs/prometheus.yml.jinja @@ -11,3 +11,12 @@ scrape_configs: static_configs: - targets: - "{{project_name}}:9090" + - job_name: otel + static_configs: + - targets: + - "otel:8888" + - job_name: 'pushgateway' + honor_labels: true + static_configs: + - targets: + - "prometheus-pushgateway:9091" diff --git a/deploy/docker-compose.yaml.jinja b/deploy/docker-compose.yaml.jinja index 99c5611..f550848 100644 --- a/deploy/docker-compose.yaml.jinja +++ b/deploy/docker-compose.yaml.jinja @@ -4,7 +4,7 @@ services: # postgres database database-init: - image: postgres:17 + image: postgres:17 # or postgis/postgis:17-3.5 container_name: {{project_slug}}_db-init volumes: &postgres-volumes - ./data/postgres:/var/lib/postgresql/data @@ -74,7 +74,7 @@ services: otel: # optional condition: service_started healthcheck: - test: ["CMD", "curl", "-f", "http://localhost:${PORT:-8080}/health_check/ping"] + test: ["CMD-SHELL", "curl -f http://localhost:${PORT:-8080}/health_check/ping"] interval: 10s timeout: 5s start_period: 5s @@ -83,30 +83,41 @@ services: # prometheus + grafana monitoring prometheus-init: - image: prom/prometheus:latest + image: alpine:3.23 container_name: prometheus-init volumes: &prometheus-volumes-section - ./configs/prometheus.yml:/etc/prometheus/prometheus.yml - ./data/prometheus:/prometheus - entrypoint: ["chown", "-R", "65534:65534", "/prometheus"] + entrypoint: ["chown", "65534:65534", "-R", "/prometheus"] user: "root" + prometheus-pushgateway: + image: prom/pushgateway:latest + container_name: prometheus-pushgateway + restart: unless-stopped + # ports: + # - 9091:9091 + logging: *json-logging + prometheus: image: prom/prometheus:latest container_name: prometheus restart: unless-stopped ports: - 9090:9090 + depends_on: + prometheus-init: + condition: service_completed_successfully volumes: *prometheus-volumes-section logging: *json-logging grafana-init: - image: grafana/grafana-enterprise:latest + image: alpine:3.23 container_name: grafana-init volumes: &grafana-volumes-section - ./data/grafana:/var/lib/grafana user: "root" - entrypoint: ["chown", "-R", "472:0", "/var/lib/grafana"] + entrypoint: ["chown", "472:0", "-R", "/var/lib/grafana"] grafana: image: grafana/grafana-enterprise:latest @@ -122,25 +133,74 @@ services: # jaeger tracing + opensearch-init: + image: alpine:3.23 + volumes: &opensearch-volumes-section + - ./data/opensearch:/usr/share/opensearch/data + entrypoint: ["chown", "1000:1000", "-R", "/usr/share/opensearch/data"] + user: "root" + + opensearch: + image: opensearchproject/opensearch:3.3.0@sha256:d96afaf6cbd2a6a3695aeb2f1d48c9a16ad5c8918eb849e5cbf43475f0f8e146 + container_name: opensearch + environment: + - discovery.type=single-node + - plugins.security.disabled=true + - http.host=0.0.0.0 + - transport.host=127.0.0.1 + - OPENSEARCH_INITIAL_ADMIN_PASSWORD=admin-Password-1@-goes-here + # ports: + # - 9200:9200 # REST API + # - 9600:9600 # Performance Analyzer + volumes: *opensearch-volumes-section + healthcheck: + test: [ "CMD-SHELL", "curl -f http://localhost:9200 || exit 1" ] + interval: 10s + timeout: 10s + retries: 30 + logging: *json-logging + + # # Visualizer for opensearch data + # opensearch-dashboards: + # image: opensearchproject/opensearch-dashboards:latest + # container_name: marketplace_os_dashboards + # ports: + # - 5601:5601 + # # expose: + # # - "5601" + # environment: + # OPENSEARCH_HOSTS: '["http://opensearch:9200"]' + # DISABLE_SECURITY_DASHBOARDS_PLUGIN: "true" + # depends_on: + # opensearch: + # condition: service_healthy + jaeger: container_name: jaeger - image: cr.jaegertracing.io/jaegertracing/jaeger:2.11.0 + image: cr.jaegertracing.io/jaegertracing/jaeger:2.12.0 ports: - 16686:16686 # - 5778:5778 # - 9411:9411 + volumes: + - ./configs/jaeger-ui.json:/etc/jaeger/jaeger-ui.json + - ./configs/jaeger-opensearch.yaml:/etc/jaeger/config.yml + command: ["--config", "/etc/jaeger/config.yml"] + depends_on: + opensearch: + condition: service_healthy restart: unless-stopped logging: *json-logging otel: container_name: otel - image: otel/opentelemetry-collector + image: otel/opentelemetry-collector-contrib # ports: # - 4317:4317 # - 4318:4318 restart: unless-stopped volumes: - - ./configs/otel.yaml:/etc/otelcol/config.yaml + - ./configs/otel.yaml:/etc/otelcol-contrib/config.yaml depends_on: - jaeger logging: *json-logging diff --git a/poetry.lock b/poetry.lock index bd82ac8..6fb94cb 100644 --- a/poetry.lock +++ b/poetry.lock @@ -172,14 +172,14 @@ typing-extensions = {version = ">=4.2", markers = 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(>=0.38.0,<0.39.0)", "asyncpg (>=0.30.0,<0.31.0)", + "opentelemetry-exporter-otlp (>=1.38,<2.0)", "opentelemetry-exporter-prometheus (>=0.59b0,<0.60)", - "opentelemetry-exporter-otlp-proto-http (>=1.38.0,<2.0.0)", "opentelemetry-semantic-conventions (>=0.59b0,<0.60)", + "opentelemetry-instrumentation-logging (>=0.59b0,<0.60)", "aiohttp (>=3.13.2,<4.0.0)", "email-validator (>=2.3.0,<3.0.0)", "pyjwt (>=2.10.1,<3.0.0)", diff --git a/{{project_slug}}/__main__.py.jinja b/{{project_slug}}/__main__.py.jinja index d638525..ebb7798 100644 --- a/{{project_slug}}/__main__.py.jinja +++ b/{{project_slug}}/__main__.py.jinja @@ -100,7 +100,7 @@ def launch( config.app.host = host or config.app.host config.app.port = port or config.app.port config.app.debug = debug or config.app.debug - config.logging = config.logging if logger_verbosity is None else LoggingConfig(level=logger_verbosity) + config.observability.logging = config.observability.logging if logger_verbosity is None else LoggingConfig(level=logger_verbosity) with tempfile.NamedTemporaryFile(delete=False) as temp_file: temp_yaml_config_path = temp_file.name @@ -113,7 +113,7 @@ def launch( uvicorn_config = { "host": config.app.host, "port": config.app.port, - "log_level": config.logging.level.lower(), + "log_level": config.observability.logging.level.lower(), "env_file": temp_envfile_path, } if config.app.debug: diff --git a/{{project_slug}}/config.py.jinja b/{{project_slug}}/config.py.jinja index a4ae36a..d373827 100644 --- a/{{project_slug}}/config.py.jinja +++ b/{{project_slug}}/config.py.jinja @@ -9,10 +9,9 @@ from typing import Any, Literal, TextIO, Type import yaml from {{project_slug}}.db.config import DBConfig, MultipleDBsConfig +from {{project_slug}}.utils.observability import LoggingConfig, FileLogger, ExporterConfig from {{project_slug}}.utils.secrets import SecretStr, representSecretStrYAML -from .utils.observability import LoggingLevel - @dataclass class CORSConfig: @@ -30,22 +29,6 @@ class AppConfig: cors: CORSConfig -@dataclass -class FileLogger: - filename: str - level: LoggingLevel - - -@dataclass -class LoggingConfig: - level: LoggingLevel - files: list[FileLogger] = field(default_factory=list) - - def __post_init__(self): - if len(self.files) > 0 and isinstance(self.files[0], dict): - self.files = [FileLogger(**f) for f in self.files] - - @dataclass class PrometheusConfig: host: str @@ -60,6 +43,7 @@ class JaegerConfig: @dataclass class ObservabilityConfig: + logging: LoggingConfig prometheus: PrometheusConfig | None = None jaeger: JaegerConfig | None = None @@ -68,7 +52,6 @@ class ObservabilityConfig: class {{ProjectName}}Config: app: AppConfig db: MultipleDBsConfig - logging: LoggingConfig observability: ObservabilityConfig def to_order_dict(self) -> OrderedDict: @@ -134,8 +117,13 @@ class {{ProjectName}}Config: ) ], ), - logging=LoggingConfig(level="INFO", files=[FileLogger(filename="logs/info.log", level="INFO")]), observability=ObservabilityConfig( + logging=LoggingConfig( + level="INFO", + root_logger_level="INFO", + exporter=ExporterConfig(endpoint="http://127.0.0.1:4317", level="INFO", tls_insecure=True), + files=[FileLogger(filename="logs/info.log", level="INFO")], + ), prometheus=PrometheusConfig(host="0.0.0.0", port=9090, urls_mapping={"/api/debug/.*": "/api/debug/*"}), jaeger=JaegerConfig(endpoint="http://127.0.0.1:4318/v1/traces"), ), diff --git a/{{project_slug}}/fastapi_init.py.jinja b/{{project_slug}}/fastapi_init.py.jinja index 86c321b..8e12f8b 100644 --- a/{{project_slug}}/fastapi_init.py.jinja +++ b/{{project_slug}}/fastapi_init.py.jinja @@ -95,11 +95,24 @@ def get_app(prefix: str = "/api") -> FastAPI: application.state.config = app_config - exception_mapper = _get_exception_mapper(app_config.app.debug) + logger = configure_logging( + app_config.observability.logging, + tracing_enabled=app_config.observability.jaeger is not None, + ) metrics = init_metrics() - metrics_dep.init_dispencer(application, metrics) + exception_mapper = _get_exception_mapper(app_config.app.debug) + connection_manager = PostgresConnectionManager( + master=app_config.db.master, + replicas=app_config.db.replicas, + logger=logger, + application_name=f"{{project_slug}}_{VERSION}", + ) urls_mapper = URLsMapper(app_config.observability.prometheus.urls_mapping) + connection_manager_dep.init_dispencer(application, connection_manager) + metrics_dep.init_dispencer(application, metrics) + logger_dep.init_dispencer(application, logger) + application.add_middleware( ObservabilityMiddleware, exception_mapper=exception_mapper, @@ -108,7 +121,7 @@ def get_app(prefix: str = "/api") -> FastAPI: ) application.add_middleware( ExceptionHandlerMiddleware, - debug=[False], # reinitialized on startup + debug=[app_config.app.debug], exception_mapper=exception_mapper, ) @@ -122,20 +135,10 @@ async def lifespan(application: FastAPI): Initializes database connection in pass_services_dependencies middleware. """ app_config: {{ProjectName}}Config = application.state.config - loggers_dict = {logger_config.filename: logger_config.level for logger_config in app_config.logging.files} - logger = configure_logging(app_config.logging.level, loggers_dict) + logger = logger_dep.obtain(application) await logger.ainfo("application is being configured", config=app_config.to_order_dict()) - connection_manager = PostgresConnectionManager( - master=app_config.db.master, - replicas=app_config.db.replicas, - logger=logger, - application_name=f"{{project_slug}}_{VERSION}", - ) - connection_manager_dep.init_dispencer(application, connection_manager) - logger_dep.init_dispencer(application, logger) - for middleware in application.user_middleware: if middleware.cls == ExceptionHandlerMiddleware: middleware.kwargs["debug"][0] = app_config.app.debug diff --git a/{{project_slug}}/middlewares/observability.py.jinja b/{{project_slug}}/middlewares/observability.py.jinja index 2218c50..b60b376 100644 --- a/{{project_slug}}/middlewares/observability.py.jinja +++ b/{{project_slug}}/middlewares/observability.py.jinja @@ -47,9 +47,15 @@ class ObservabilityMiddleware(BaseHTTPMiddleware): # pylint: disable=too-few-pu async def dispatch(self, request: Request, call_next): logger = logger_dep.obtain(request) _try_get_parent_span_id(request) - with _tracer.start_as_current_span("http-request") as span: + with _tracer.start_as_current_span("http-request", record_exception=False) as span: trace_id = hex(span.get_span_context().trace_id or randint(1, 1 << 63))[2:] span_id = span.get_span_context().span_id or randint(1, 1 << 31) + if trace_id == 0: + trace_id = format(randint(1, 1 << 63), "016x") + span_id = format(randint(1, 1 << 31), "032x") + logger = logger.bind(trace_id=trace_id, span_id=span_id) + logger_dep.attach_to_request(request, logger) + span.set_attributes( { http_attributes.HTTP_REQUEST_METHOD: request.method, @@ -58,8 +64,6 @@ class ObservabilityMiddleware(BaseHTTPMiddleware): # pylint: disable=too-few-pu "request_client": request.client.host, } ) - logger = logger.bind(trace_id=trace_id, span_id=span_id) - request.state.logger = logger await logger.ainfo( "handling request", diff --git a/{{project_slug}}/utils/observability.py b/{{project_slug}}/utils/observability.py index 37d4b19..ba0e67b 100644 --- a/{{project_slug}}/utils/observability.py +++ b/{{project_slug}}/utils/observability.py @@ -1,20 +1,56 @@ """Observability helper functions are defined here.""" import logging +import platform import re import sys +from dataclasses import dataclass, field from pathlib import Path from typing import Literal import structlog from opentelemetry import trace +from opentelemetry._logs import set_logger_provider +from opentelemetry.exporter.otlp.proto.grpc._log_exporter import OTLPLogExporter +from opentelemetry.sdk._logs import LoggerProvider, LoggingHandler +from opentelemetry.sdk._logs.export import BatchLogRecordProcessor +from opentelemetry.sdk.resources import Resource +from opentelemetry.util.types import Attributes LoggingLevel = Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] +@dataclass +class ExporterConfig: + endpoint: str + level: LoggingLevel = "INFO" + tls_insecure: bool = False + + +@dataclass +class FileLogger: + filename: str + level: LoggingLevel + + +@dataclass +class LoggingConfig: + level: LoggingLevel + exporter: ExporterConfig | None + root_logger_level: LoggingLevel = "INFO" + files: list[FileLogger] = field(default_factory=list) + + def __post_init__(self): + if len(self.files) > 0 and isinstance(self.files[0], dict): + self.files = [FileLogger(**f) for f in self.files] + + def configure_logging( - log_level: LoggingLevel, files: dict[str, LoggingLevel] | None = None, root_logger_level: LoggingLevel = "INFO" + config: LoggingConfig, + tracing_enabled: bool, ) -> structlog.stdlib.BoundLogger: + files = {logger_config.filename: logger_config.level for logger_config in config.files} + level_name_mapping = { "DEBUG": logging.DEBUG, "INFO": logging.INFO, @@ -22,25 +58,44 @@ def configure_logging( "ERROR": logging.ERROR, "CRITICAL": logging.CRITICAL, } - files = files or {} + + log_level = level_name_mapping[config.level] + + processors = [ + structlog.contextvars.merge_contextvars, + structlog.stdlib.add_log_level, + structlog.stdlib.add_logger_name, + structlog.processors.TimeStamper(fmt="iso"), + structlog.processors.StackInfoRenderer(), + structlog.processors.format_exc_info, + structlog.stdlib.ProcessorFormatter.wrap_for_formatter, + ] + + if tracing_enabled: + + def add_open_telemetry_spans(_, __, event_dict: dict): + span = trace.get_current_span() + if not span or not span.is_recording(): + return event_dict + + ctx = span.get_span_context() + + event_dict["span_id"] = format(ctx.span_id, "016x") + event_dict["trace_id"] = format(ctx.trace_id, "032x") + + return event_dict + + processors.insert(len(processors) - 1, add_open_telemetry_spans) structlog.configure( - processors=[ - structlog.contextvars.merge_contextvars, - structlog.stdlib.add_log_level, - structlog.stdlib.add_logger_name, - structlog.processors.TimeStamper(fmt="iso"), - structlog.processors.StackInfoRenderer(), - structlog.processors.format_exc_info, - structlog.stdlib.ProcessorFormatter.wrap_for_formatter, - ], + processors=processors, logger_factory=structlog.stdlib.LoggerFactory(), wrapper_class=structlog.stdlib.BoundLogger, cache_logger_on_first_use=True, ) logger: structlog.stdlib.BoundLogger = structlog.get_logger("main") - logger.setLevel(level_name_mapping[log_level]) + logger.setLevel(log_level) console_handler = logging.StreamHandler(sys.stderr) console_handler.setFormatter( @@ -60,7 +115,29 @@ def configure_logging( file_handler.setLevel(level_name_mapping[level]) root_logger.addHandler(file_handler) - root_logger.setLevel(root_logger_level) + root_logger.setLevel(config.root_logger_level) + + if config.exporter is not None: + logger_provider = LoggerProvider( + resource=Resource.create( + { + "service.name": "{{project_name}}", + "service.instance.id": platform.node(), + } + ), + ) + set_logger_provider(logger_provider) + + otlp_exporter = OTLPLogExporter(endpoint=config.exporter.endpoint, insecure=config.exporter.tls_insecure) + logger_provider.add_log_record_processor(BatchLogRecordProcessor(otlp_exporter)) + + exporter_handler = AttrFilteredLoggingHandler( + level=config.exporter.level, + logger_provider=logger_provider, + ) + # exporter_handler.setFormatter(structlog.stdlib.ProcessorFormatter(processor=structlog.processors.JSONRenderer())) + exporter_handler.setLevel(level_name_mapping[config.exporter.level]) + logger.addHandler(exporter_handler) return logger @@ -102,3 +179,15 @@ def get_span_headers() -> dict[str, str]: "X-Span-Id": str(ctx.span_id), "X-Trace-Id": str(ctx.trace_id), } + + +class AttrFilteredLoggingHandler(LoggingHandler): + DROP_ATTRIBUTES = ["_logger"] + + @staticmethod + def _get_attributes(record: logging.LogRecord) -> Attributes: + attributes = LoggingHandler._get_attributes(record) + for attr in AttrFilteredLoggingHandler.DROP_ATTRIBUTES: + if attr in attributes: + del attributes[attr] + return attributes