# SPDX-FileCopyrightText: 2022-present deepset GmbH # # SPDX-License-Identifier: Apache-2.0 import builtins import functools import logging import os import sys import typing from typing import Any, List, Optional if typing.TYPE_CHECKING: from structlog.typing import EventDict, Processor, WrappedLogger HAYSTACK_LOGGING_USE_JSON_ENV_VAR = "HAYSTACK_LOGGING_USE_JSON" HAYSTACK_LOGGING_IGNORE_STRUCTLOG_ENV_VAR = "HAYSTACK_LOGGING_IGNORE_STRUCTLOG" class PatchedLogger(typing.Protocol): """Class which enables using type checkers to find wrong logger usage.""" def debug( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a debug message.""" def info( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log an info message.""" def warn( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a warning message.""" def warning( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a warning message.""" def error( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log an error message.""" def critical( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a critical message.""" def exception( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log an exception message.""" def fatal( self, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a fatal message.""" def log( self, level: int, msg: str, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, ) -> None: """Log a message.""" def setLevel(self, level: int) -> None: """Set the logging level.""" def patch_log_method_to_kwargs_only(func: typing.Callable) -> typing.Callable: """A decorator to make sure that a function is only called with keyword arguments.""" @functools.wraps(func) def _log_only_with_kwargs( msg, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any ) -> Any: # we need the `_` to avoid a syntax error existing_extra = kwargs.pop("extra", {}) return func( # we need to increase the stacklevel by 1 to point to the correct caller # (otherwise it points to this function) msg, exc_info=exc_info, stack_info=stack_info, stacklevel=stacklevel + 1, extra={**existing_extra, **kwargs}, ) return _log_only_with_kwargs def patch_log_with_level_method_to_kwargs_only(func: typing.Callable) -> typing.Callable: """A decorator to make sure that a function is only called with keyword arguments.""" @functools.wraps(func) def _log_only_with_kwargs( level, msg, *, _: Any = None, exc_info: Any = None, stack_info: Any = False, stacklevel: int = 1, **kwargs: Any, # we need the `_` to avoid a syntax error ) -> Any: existing_extra = kwargs.pop("extra", {}) return func( level, msg, exc_info=exc_info, stack_info=stack_info, # we need to increase the stacklevel by 1 to point to the correct caller # (otherwise it points to this function) stacklevel=stacklevel + 1, extra={**existing_extra, **kwargs}, ) return _log_only_with_kwargs def patch_make_records_to_use_kwarg_string_interpolation(original_make_records: typing.Callable) -> typing.Callable: """A decorator to ensure string interpolation is used.""" @functools.wraps(original_make_records) def _wrapper(name, level, fn, lno, msg, args, exc_info, func=None, extra=None, sinfo=None) -> Any: safe_extra = extra or {} try: interpolated_msg = msg.format(**safe_extra) except (KeyError, ValueError): interpolated_msg = msg return original_make_records(name, level, fn, lno, interpolated_msg, (), exc_info, func, extra, sinfo) return _wrapper def _patch_structlog_call_information(logger: logging.Logger) -> None: # structlog patches the findCaller to hide itself from the traceback. # We need to patch their patch to hide `haystack.logging` from the traceback. try: from structlog._frames import _find_first_app_frame_and_name, _format_stack from structlog.stdlib import _FixedFindCallerLogger if not isinstance(logger, _FixedFindCallerLogger): return # completely copied from structlog. We only add `haystack.logging` to the list of ignored frames # pylint: disable=unused-variable def findCaller(stack_info: bool = False, stacklevel: int = 1) -> typing.Tuple[str, int, str, Optional[str]]: try: sinfo: Optional[str] # we need to exclude `haystack.logging` from the stack f, name = _find_first_app_frame_and_name(["logging", "haystack.logging"]) sinfo = _format_stack(f) if stack_info else None except Exception as error: print(f"Error in findCaller: {error}") return f.f_code.co_filename, f.f_lineno, f.f_code.co_name, sinfo logger.findCaller = findCaller # type: ignore except ImportError: pass def getLogger(name: str) -> PatchedLogger: """ Get the Haystack logger, a patched version of the one from the standard library. We patch the default logger methods to make sure that they are only called with keyword arguments. We enforce keyword-arguments because - it brings in consistency - it makes structure logging effective, not just an available feature """ logger = logging.getLogger(name) logger.debug = patch_log_method_to_kwargs_only(logger.debug) # type: ignore logger.info = patch_log_method_to_kwargs_only(logger.info) # type: ignore logger.warn = patch_log_method_to_kwargs_only(logger.warn) # type: ignore logger.warning = patch_log_method_to_kwargs_only(logger.warning) # type: ignore logger.error = patch_log_method_to_kwargs_only(logger.error) # type: ignore logger.critical = patch_log_method_to_kwargs_only(logger.critical) # type: ignore logger.exception = patch_log_method_to_kwargs_only(logger.exception) # type: ignore logger.fatal = patch_log_method_to_kwargs_only(logger.fatal) # type: ignore logger.log = patch_log_with_level_method_to_kwargs_only(logger.log) # type: ignore _patch_structlog_call_information(logger) # We also patch the `makeRecord` method to use keyword string interpolation logger.makeRecord = patch_make_records_to_use_kwarg_string_interpolation(logger.makeRecord) # type: ignore return typing.cast(PatchedLogger, logger) def add_line_and_file(_: "WrappedLogger", __: str, event_dict: "EventDict") -> "EventDict": """Add line and file to log entries.""" stdlib_record = event_dict.get("_record") if not stdlib_record: return event_dict event_dict["lineno"] = stdlib_record.lineno event_dict["module"] = stdlib_record.name return event_dict def correlate_logs_with_traces(_: "WrappedLogger", __: str, event_dict: "EventDict") -> "EventDict": """ Add correlation data for logs. This is useful if you want to correlate logs with traces. """ import haystack.tracing.tracer # to avoid circular imports if not haystack.tracing.is_tracing_enabled(): return event_dict current_span = haystack.tracing.tracer.current_span() if current_span: event_dict.update(current_span.get_correlation_data_for_logs()) return event_dict def configure_logging(use_json: Optional[bool] = None) -> None: """ Configure logging for Haystack. - If `structlog` is not installed, we keep everything as it is. The user is responsible for configuring logging themselves. - If `structlog` is installed, we configure it to format log entries including its key-value data. To disable this behavior set the environment variable `HAYSTACK_LOGGING_IGNORE_STRUCTLOG` to `true`. - If `structlog` is installed, you can JSON format all logs. Enable this by - setting the `use_json` parameter to `True` when calling this function - setting the environment variable `HAYSTACK_LOGGING_USE_JSON` to `true` """ import haystack.utils.jupyter # to avoid circular imports try: import structlog from structlog.processors import ExceptionRenderer from structlog.tracebacks import ExceptionDictTransformer except ImportError: # structlog is not installed - fall back to standard logging return if os.getenv(HAYSTACK_LOGGING_IGNORE_STRUCTLOG_ENV_VAR, "false").lower() == "true": # If the user wants to ignore structlog, we don't configure it and fall back to standard logging return # We roughly follow the structlog documentation here: # https://www.structlog.org/en/stable/standard-library.html#rendering-using-structlog-based-formatters-within-logging # This means that we use structlog to format the log entries for entries emitted via `logging` and `structlog`. if use_json is None: # explicit parameter takes precedence over everything else use_json_env_var = os.getenv(HAYSTACK_LOGGING_USE_JSON_ENV_VAR) if use_json_env_var is None: # We try to guess if we are in an interactive terminal or not interactive_terminal = ( sys.stderr.isatty() or hasattr(builtins, "__IPYTHON__") or haystack.utils.jupyter.is_in_jupyter() ) use_json = not interactive_terminal else: # User gave us an explicit value via environment variable use_json = use_json_env_var.lower() == "true" shared_processors: List[Processor] = [ # Add the log level to the event_dict for structlog to use structlog.stdlib.add_log_level, # Adds the current timestamp in ISO format to logs structlog.processors.TimeStamper(fmt="iso"), structlog.contextvars.merge_contextvars, add_line_and_file, ] if use_json: # We only need that in sophisticated production setups where we want to correlate logs with traces shared_processors.append(correlate_logs_with_traces) structlog.configure( processors=shared_processors + [structlog.stdlib.ProcessorFormatter.wrap_for_formatter], logger_factory=structlog.stdlib.LoggerFactory(ignore_frame_names=["haystack.logging"]), cache_logger_on_first_use=True, # This is a filter that will filter out log entries that are below the log level of the root logger. wrapper_class=structlog.make_filtering_bound_logger(min_level=logging.root.getEffectiveLevel()), ) renderers: List[Processor] if use_json: renderers = [ ExceptionRenderer( # don't show locals in production logs - this can be quite sensitive information ExceptionDictTransformer(show_locals=False) ), structlog.processors.JSONRenderer(), ] else: renderers = [structlog.dev.ConsoleRenderer()] formatter = structlog.stdlib.ProcessorFormatter( # These run ONLY on `logging` entries that do NOT originate within # structlog. foreign_pre_chain=shared_processors + [ # Add the information from the `logging` `extras` to the event dictionary structlog.stdlib.ExtraAdder() ], # These run on ALL entries after the pre_chain is done. processors=[ # Remove _record & _from_structlog. to avoid that this metadata is added to the final log record structlog.stdlib.ProcessorFormatter.remove_processors_meta, *renderers, ], ) handler = logging.StreamHandler() handler.name = "HaystackLoggingHandler" # Use OUR `ProcessorFormatter` to format all `logging` entries. handler.setFormatter(formatter) root_logger = logging.getLogger() # avoid adding our handler twice old_handlers = [ h for h in root_logger.handlers if not (isinstance(h, logging.StreamHandler) and h.name == "HaystackLoggingHandler") ] new_handlers = [handler, *old_handlers] root_logger.handlers = new_handlers