superset/utils/log.py

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# to you under the Apache License, Version 2.0 (the
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#
#   http://www.apache.org/licenses/LICENSE-2.0
#
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import functools
import inspect
import json
import logging
import textwrap
from abc import ABC, abstractmethod
from contextlib import contextmanager
from datetime import datetime, timedelta
from typing import Any, Callable, cast, Dict, Iterator, Optional, Type, Union

from flask import current_app, g, request
from flask_appbuilder.const import API_URI_RIS_KEY
from sqlalchemy.exc import SQLAlchemyError
from typing_extensions import Literal

from superset.stats_logger import BaseStatsLogger


def collect_request_payload() -> Dict[str, Any]:
    """Collect log payload identifiable from request context"""
    if not request:
        return {}

    payload: Dict[str, Any] = {
        "path": request.path,
        **request.form.to_dict(),
        # url search params can overwrite POST body
        **request.args.to_dict(),
    }

    # save URL match pattern in addition to the request path
    url_rule = str(request.url_rule)
    if url_rule != request.path:
        payload["url_rule"] = url_rule

    # remove rison raw string (q=xxx in search params) in favor of
    # rison object (could come from `payload_override`)
    if "rison" in payload and API_URI_RIS_KEY in payload:
        del payload[API_URI_RIS_KEY]
    # delete empty rison object
    if "rison" in payload and not payload["rison"]:
        del payload["rison"]

    return payload


class AbstractEventLogger(ABC):
    def __call__(
        self,
        action: str,
        object_ref: Optional[str] = None,
        log_to_statsd: bool = True,
        duration: Optional[timedelta] = None,
        **payload_override: Dict[str, Any],
    ) -> object:
        # pylint: disable=W0201
        self.action = action
        self.object_ref = object_ref
        self.log_to_statsd = log_to_statsd
        self.payload_override = payload_override
        return self

    def __enter__(self) -> None:
        # pylint: disable=W0201
        self.start = datetime.now()

    def __exit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None:
        # Log data w/ arguments being passed in
        self.log_with_context(
            action=self.action,
            object_ref=self.object_ref,
            log_to_statsd=self.log_to_statsd,
            duration=datetime.now() - self.start,
            **self.payload_override,
        )

    @abstractmethod
    def log(  # pylint: disable=too-many-arguments
        self,
        user_id: Optional[int],
        action: str,
        dashboard_id: Optional[int],
        duration_ms: Optional[int],
        slice_id: Optional[int],
        referrer: Optional[str],
        *args: Any,
        **kwargs: Any,
    ) -> None:
        pass

    def log_with_context(  # pylint: disable=too-many-locals
        self,
        action: str,
        duration: Optional[timedelta] = None,
        object_ref: Optional[str] = None,
        log_to_statsd: bool = True,
        **payload_override: Optional[Dict[str, Any]],
    ) -> None:
        from superset.views.core import get_form_data

        referrer = request.referrer[:1000] if request and request.referrer else None

        duration_ms = int(duration.total_seconds() * 1000) if duration else None

        try:
            user_id = g.user.get_id()
        except Exception as ex:  # pylint: disable=broad-except
            logging.warning(ex)
            user_id = None

        payload = collect_request_payload()
        if object_ref:
            payload["object_ref"] = object_ref
        if payload_override:
            payload.update(payload_override)

        dashboard_id: Optional[int] = None
        try:
            dashboard_id = int(payload.get("dashboard_id"))  # type: ignore
        except (TypeError, ValueError):
            dashboard_id = None

        if "form_data" in payload:
            form_data, _ = get_form_data()
            payload["form_data"] = form_data
            slice_id = form_data.get("slice_id")
        else:
            slice_id = payload.get("slice_id")

        try:
            slice_id = int(slice_id)  # type: ignore
        except (TypeError, ValueError):
            slice_id = 0

        if log_to_statsd:
            self.stats_logger.incr(action)

        try:
            # bulk insert
            explode_by = payload.get("explode")
            records = json.loads(payload.get(explode_by))  # type: ignore
        except Exception:  # pylint: disable=broad-except
            records = [payload]

        self.log(
            user_id,
            action,
            records=records,
            dashboard_id=dashboard_id,
            slice_id=slice_id,
            duration_ms=duration_ms,
            referrer=referrer,
        )

    @contextmanager
    def log_context(  # pylint: disable=too-many-locals
        self, action: str, object_ref: Optional[str] = None, log_to_statsd: bool = True,
    ) -> Iterator[Callable[..., None]]:
        """
        Log an event with additional information from the request context.
        :param action: a name to identify the event
        :param object_ref: reference to the Python object that triggered this action
        :param log_to_statsd: whether to update statsd counter for the action
        """
        payload_override = {}
        start = datetime.now()
        # yield a helper to add additional payload
        yield lambda **kwargs: payload_override.update(kwargs)
        duration = datetime.now() - start

        # take the action from payload_override else take the function param action
        action_str = payload_override.pop("action", action)
        self.log_with_context(
            action_str, duration, object_ref, log_to_statsd, **payload_override
        )

    def _wrapper(
        self,
        f: Callable[..., Any],
        action: Optional[Union[str, Callable[..., str]]] = None,
        object_ref: Optional[Union[str, Callable[..., str], Literal[False]]] = None,
        allow_extra_payload: Optional[bool] = False,
        **wrapper_kwargs: Any,
    ) -> Callable[..., Any]:
        @functools.wraps(f)
        def wrapper(*args: Any, **kwargs: Any) -> Any:
            action_str = (
                action(*args, **kwargs) if callable(action) else action
            ) or f.__name__
            object_ref_str = (
                object_ref(*args, **kwargs) if callable(object_ref) else object_ref
            ) or (f.__qualname__ if object_ref is not False else None)
            with self.log_context(
                action=action_str, object_ref=object_ref_str, **wrapper_kwargs
            ) as log:
                log(**kwargs)
                if allow_extra_payload:
                    # add a payload updater to the decorated function
                    value = f(*args, add_extra_log_payload=log, **kwargs)
                else:
                    value = f(*args, **kwargs)
            return value

        return wrapper

    def log_this(self, f: Callable[..., Any]) -> Callable[..., Any]:
        """Decorator that uses the function name as the action"""
        return self._wrapper(f)

    def log_this_with_context(self, **kwargs: Any) -> Callable[..., Any]:
        """Decorator that can override kwargs of log_context"""

        def func(f: Callable[..., Any]) -> Callable[..., Any]:
            return self._wrapper(f, **kwargs)

        return func

    def log_this_with_extra_payload(self, f: Callable[..., Any]) -> Callable[..., Any]:
        """Decorator that instrument `update_log_payload` to kwargs"""
        return self._wrapper(f, allow_extra_payload=True)

    @property
    def stats_logger(self) -> BaseStatsLogger:
        return current_app.config["STATS_LOGGER"]


def get_event_logger_from_cfg_value(cfg_value: Any) -> AbstractEventLogger:
    """
    This function implements the deprecation of assignment
    of class objects to EVENT_LOGGER configuration, and validates
    type of configured loggers.

    The motivation for this method is to gracefully deprecate the ability to configure
    EVENT_LOGGER with a class type, in favor of preconfigured instances which may have
    required construction-time injection of proprietary or locally-defined dependencies.

    :param cfg_value: The configured EVENT_LOGGER value to be validated
    :return: if cfg_value is a class type, will return a new instance created using a
    default con
    """
    result: Any = cfg_value
    if inspect.isclass(cfg_value):
        logging.warning(
            textwrap.dedent(
                """
                In superset private config, EVENT_LOGGER has been assigned a class
                object. In order to accomodate pre-configured instances without a
                default constructor, assignment of a class is deprecated and may no
                longer work at some point in the future. Please assign an object
                instance of a type that implements
                superset.utils.log.AbstractEventLogger.
                """
            )
        )

        event_logger_type = cast(Type[Any], cfg_value)
        result = event_logger_type()

    # Verify that we have a valid logger impl
    if not isinstance(result, AbstractEventLogger):
        raise TypeError(
            "EVENT_LOGGER must be configured with a concrete instance"
            "of superset.utils.log.AbstractEventLogger."
        )

    logging.info("Configured event logger of type %s", type(result))
    return cast(AbstractEventLogger, result)


class DBEventLogger(AbstractEventLogger):
    """Event logger that commits logs to Superset DB"""

    def log(  # pylint: disable=too-many-arguments,too-many-locals
        self,
        user_id: Optional[int],
        action: str,
        dashboard_id: Optional[int],
        duration_ms: Optional[int],
        slice_id: Optional[int],
        referrer: Optional[str],
        *args: Any,
        **kwargs: Any,
    ) -> None:
        from superset.models.core import Log

        records = kwargs.get("records", [])
        logs = []
        for record in records:
            json_string: Optional[str]
            try:
                json_string = json.dumps(record)
            except Exception:  # pylint: disable=broad-except
                json_string = None
            log = Log(
                action=action,
                json=json_string,
                dashboard_id=dashboard_id,
                slice_id=slice_id,
                duration_ms=duration_ms,
                referrer=referrer,
                user_id=user_id,
            )
            logs.append(log)
        try:
            sesh = current_app.appbuilder.get_session
            sesh.bulk_save_objects(logs)
            sesh.commit()
        except SQLAlchemyError as ex:
            logging.error("DBEventLogger failed to log event(s)")
            logging.exception(ex)