__init__.py
243 lines
| 8.7 KiB
| text/x-python
|
PythonLexer
r1004 | ''' | |||
This library is provided to allow standard python logging | ||||
to output log data as JSON formatted strings | ||||
''' | ||||
import logging | ||||
import json | ||||
import re | ||||
from datetime import date, datetime, time, tzinfo, timedelta | ||||
import traceback | ||||
import importlib | ||||
from inspect import istraceback | ||||
from collections import OrderedDict | ||||
def _inject_req_id(record, *args, **kwargs): | ||||
return record | ||||
ExceptionAwareFormatter = logging.Formatter | ||||
ZERO = timedelta(0) | ||||
HOUR = timedelta(hours=1) | ||||
class UTC(tzinfo): | ||||
"""UTC""" | ||||
def utcoffset(self, dt): | ||||
return ZERO | ||||
def tzname(self, dt): | ||||
return "UTC" | ||||
def dst(self, dt): | ||||
return ZERO | ||||
utc = UTC() | ||||
# skip natural LogRecord attributes | ||||
# http://docs.python.org/library/logging.html#logrecord-attributes | ||||
RESERVED_ATTRS = ( | ||||
'args', 'asctime', 'created', 'exc_info', 'exc_text', 'filename', | ||||
'funcName', 'levelname', 'levelno', 'lineno', 'module', | ||||
'msecs', 'message', 'msg', 'name', 'pathname', 'process', | ||||
'processName', 'relativeCreated', 'stack_info', 'thread', 'threadName') | ||||
def merge_record_extra(record, target, reserved): | ||||
""" | ||||
Merges extra attributes from LogRecord object into target dictionary | ||||
:param record: logging.LogRecord | ||||
:param target: dict to update | ||||
:param reserved: dict or list with reserved keys to skip | ||||
""" | ||||
for key, value in record.__dict__.items(): | ||||
# this allows to have numeric keys | ||||
if (key not in reserved | ||||
and not (hasattr(key, "startswith") | ||||
and key.startswith('_'))): | ||||
target[key] = value | ||||
return target | ||||
class JsonEncoder(json.JSONEncoder): | ||||
""" | ||||
A custom encoder extending the default JSONEncoder | ||||
""" | ||||
def default(self, obj): | ||||
if isinstance(obj, (date, datetime, time)): | ||||
return self.format_datetime_obj(obj) | ||||
elif istraceback(obj): | ||||
return ''.join(traceback.format_tb(obj)).strip() | ||||
elif type(obj) == Exception \ | ||||
or isinstance(obj, Exception) \ | ||||
or type(obj) == type: | ||||
return str(obj) | ||||
try: | ||||
return super(JsonEncoder, self).default(obj) | ||||
except TypeError: | ||||
try: | ||||
return str(obj) | ||||
except Exception: | ||||
return None | ||||
def format_datetime_obj(self, obj): | ||||
return obj.isoformat() | ||||
class JsonFormatter(ExceptionAwareFormatter): | ||||
""" | ||||
A custom formatter to format logging records as json strings. | ||||
Extra values will be formatted as str() if not supported by | ||||
json default encoder | ||||
""" | ||||
def __init__(self, *args, **kwargs): | ||||
""" | ||||
:param json_default: a function for encoding non-standard objects | ||||
as outlined in http://docs.python.org/2/library/json.html | ||||
:param json_encoder: optional custom encoder | ||||
:param json_serializer: a :meth:`json.dumps`-compatible callable | ||||
that will be used to serialize the log record. | ||||
:param json_indent: an optional :meth:`json.dumps`-compatible numeric value | ||||
that will be used to customize the indent of the output json. | ||||
:param prefix: an optional string prefix added at the beginning of | ||||
the formatted string | ||||
:param json_indent: indent parameter for json.dumps | ||||
:param json_ensure_ascii: ensure_ascii parameter for json.dumps | ||||
:param reserved_attrs: an optional list of fields that will be skipped when | ||||
outputting json log record. Defaults to all log record attributes: | ||||
http://docs.python.org/library/logging.html#logrecord-attributes | ||||
:param timestamp: an optional string/boolean field to add a timestamp when | ||||
outputting the json log record. If string is passed, timestamp will be added | ||||
to log record using string as key. If True boolean is passed, timestamp key | ||||
will be "timestamp". Defaults to False/off. | ||||
""" | ||||
self.json_default = self._str_to_fn(kwargs.pop("json_default", None)) | ||||
self.json_encoder = self._str_to_fn(kwargs.pop("json_encoder", None)) | ||||
self.json_serializer = self._str_to_fn(kwargs.pop("json_serializer", json.dumps)) | ||||
self.json_indent = kwargs.pop("json_indent", None) | ||||
self.json_ensure_ascii = kwargs.pop("json_ensure_ascii", True) | ||||
self.prefix = kwargs.pop("prefix", "") | ||||
reserved_attrs = kwargs.pop("reserved_attrs", RESERVED_ATTRS) | ||||
self.reserved_attrs = dict(zip(reserved_attrs, reserved_attrs)) | ||||
self.timestamp = kwargs.pop("timestamp", True) | ||||
# super(JsonFormatter, self).__init__(*args, **kwargs) | ||||
logging.Formatter.__init__(self, *args, **kwargs) | ||||
if not self.json_encoder and not self.json_default: | ||||
self.json_encoder = JsonEncoder | ||||
self._required_fields = self.parse() | ||||
self._skip_fields = dict(zip(self._required_fields, | ||||
self._required_fields)) | ||||
self._skip_fields.update(self.reserved_attrs) | ||||
def _str_to_fn(self, fn_as_str): | ||||
""" | ||||
If the argument is not a string, return whatever was passed in. | ||||
Parses a string such as package.module.function, imports the module | ||||
and returns the function. | ||||
:param fn_as_str: The string to parse. If not a string, return it. | ||||
""" | ||||
if not isinstance(fn_as_str, str): | ||||
return fn_as_str | ||||
path, _, function = fn_as_str.rpartition('.') | ||||
module = importlib.import_module(path) | ||||
return getattr(module, function) | ||||
def parse(self): | ||||
""" | ||||
Parses format string looking for substitutions | ||||
This method is responsible for returning a list of fields (as strings) | ||||
to include in all log messages. | ||||
""" | ||||
standard_formatters = re.compile(r'\((.+?)\)', re.IGNORECASE) | ||||
return standard_formatters.findall(self._fmt) | ||||
def add_fields(self, log_record, record, message_dict): | ||||
""" | ||||
Override this method to implement custom logic for adding fields. | ||||
""" | ||||
for field in self._required_fields: | ||||
log_record[field] = record.__dict__.get(field) | ||||
log_record.update(message_dict) | ||||
merge_record_extra(record, log_record, reserved=self._skip_fields) | ||||
if self.timestamp: | ||||
key = self.timestamp if type(self.timestamp) == str else 'timestamp' | ||||
log_record[key] = datetime.fromtimestamp(record.created, tz=utc) | ||||
def process_log_record(self, log_record): | ||||
""" | ||||
Override this method to implement custom logic | ||||
on the possibly ordered dictionary. | ||||
""" | ||||
return log_record | ||||
def jsonify_log_record(self, log_record): | ||||
"""Returns a json string of the log record.""" | ||||
return self.json_serializer(log_record, | ||||
default=self.json_default, | ||||
cls=self.json_encoder, | ||||
indent=self.json_indent, | ||||
ensure_ascii=self.json_ensure_ascii) | ||||
def serialize_log_record(self, log_record): | ||||
"""Returns the final representation of the log record.""" | ||||
return "%s%s" % (self.prefix, self.jsonify_log_record(log_record)) | ||||
def format(self, record): | ||||
"""Formats a log record and serializes to json""" | ||||
message_dict = {} | ||||
# FIXME: logging.LogRecord.msg and logging.LogRecord.message in typeshed | ||||
# are always type of str. We shouldn't need to override that. | ||||
if isinstance(record.msg, dict): | ||||
message_dict = record.msg | ||||
record.message = None | ||||
else: | ||||
record.message = record.getMessage() | ||||
# only format time if needed | ||||
if "asctime" in self._required_fields: | ||||
record.asctime = self.formatTime(record, self.datefmt) | ||||
# Display formatted exception, but allow overriding it in the | ||||
# user-supplied dict. | ||||
if record.exc_info and not message_dict.get('exc_info'): | ||||
message_dict['exc_info'] = self.formatException(record.exc_info) | ||||
if not message_dict.get('exc_info') and record.exc_text: | ||||
message_dict['exc_info'] = record.exc_text | ||||
# Display formatted record of stack frames | ||||
# default format is a string returned from :func:`traceback.print_stack` | ||||
try: | ||||
if record.stack_info and not message_dict.get('stack_info'): | ||||
message_dict['stack_info'] = self.formatStack(record.stack_info) | ||||
except AttributeError: | ||||
# Python2.7 doesn't have stack_info. | ||||
pass | ||||
try: | ||||
log_record = OrderedDict() | ||||
except NameError: | ||||
log_record = {} | ||||
_inject_req_id(record, with_prefix=False) | ||||
self.add_fields(log_record, record, message_dict) | ||||
log_record = self.process_log_record(log_record) | ||||
return self.serialize_log_record(log_record) | ||||