| 103 | self.logger = logging.getLogger(log_file_path) |
| 104 | |
| 105 | class MLOpsFormatter(logging.Formatter): |
| 106 | converter = datetime.datetime.utcfromtimestamp |
| 107 | |
| 108 | def __init__(self, fmt=None, datefmt=None, style='%', validate=True): |
| 109 | super().__init__(fmt, datefmt, style, validate) |
| 110 | self.ntp_offset = 0.0 |
| 111 | |
| 112 | # Here the `record` is a LogRecord object |
| 113 | def formatTime(self, record, datefmt=None): |
| 114 | log_time = record.created |
| 115 | if record.created is None: |
| 116 | log_time = time.time() |
| 117 | |
| 118 | if self.ntp_offset is None: |
| 119 | self.ntp_offset = 0.0 |
| 120 | |
| 121 | log_ntp_time = int((log_time * 1000 + self.ntp_offset) / 1000.0) |
| 122 | ct = self.converter(log_ntp_time) |
| 123 | if datefmt: |
| 124 | s = ct.strftime(datefmt) |
| 125 | else: |
| 126 | s = ct.strftime("%a, %d %b %Y %H:%M:%S") |
| 127 | return s |
| 128 | |
| 129 | format_str = MLOpsFormatter(fmt="[" + program_prefix + "] [%(asctime)s] [%(levelname)s] " |
| 130 | "[%(filename)s:%(lineno)d:%(funcName)s] %(" |