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logger.py
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import logging
import random
LOG_LEVEL_EMOJIS = {
logging.DEBUG: "🐛",
logging.INFO: "📰",
logging.WARNING: "⚠️",
logging.ERROR: "❌",
logging.CRITICAL: "💥",
}
LOG_LEVEL_COLORS = {
"CRITICAL": "magenta",
"ERROR": "red",
"WARNING": "yellow",
"INFO": "cyan",
"DEBUG": "green",
}
COLOR_RGB = {
"red": (255, 0, 0),
"green": (0, 255, 0),
"blue": (0, 0, 255),
"yellow": (255, 255, 0),
"magenta": (255, 0, 255),
"cyan": (0, 255, 255),
"grey": (128, 128, 128),
}
COLOR_SATURATION_RANGE = (0.4, 0.8)
COLOR_VALUE_RANGE = (0.4, 0.8)
NAME_LENGTHS = {
"file": 10,
"function": 10,
"thread": 5,
"process": 5,
"level": 5,
}
def rgb_to_ansi(rgb_color):
return f"\033[38;2;{rgb_color[0]};{rgb_color[1]};{rgb_color[2]}m"
class CustomFormatter(logging.Formatter):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.process_colors = {}
self.process_counter = 0
self.process_names = {}
self.thread_colors = {}
self.level_colors = {
getattr(logging, level): rgb_to_ansi(COLOR_RGB[color])
for level, color in LOG_LEVEL_COLORS.items()
}
self.thread_counter = 0
self.thread_names = {}
def _hsv_to_rgb(self, h, s, v):
i = int(h * 6.0)
f = (h * 6.0) - i
p = v * (1.0 - s)
q = v * (1.0 - s * f)
t = v * (1.0 - s * (1.0 - f))
i %= 6
return ((v, t, p), (q, v, p), (p, v, t), (p, q, v), (t, p, v), (v, p, q))[i]
def _generate_color(self, name, name_colors, name_counter, name_format):
if name not in name_colors:
if name.startswith("Main"):
name_formatted = name
else:
if name not in self.process_names:
self.process_names[name] = f"{name_format}-{name_counter}"
self.process_counter += 1
name_formatted = self.process_names[name]
hue = random.random()
saturation = random.uniform(*COLOR_SATURATION_RANGE)
value = random.uniform(*COLOR_VALUE_RANGE)
rgb_color = tuple(
round(i * 255) for i in self._hsv_to_rgb(hue, saturation, value)
)
chosen_color = rgb_to_ansi(rgb_color)
name_colors[name] = chosen_color
else:
name_formatted = self.process_names.get(name, name)
return name_colors[name], name_formatted
def format(self, record):
thread_color, thread_name = self._generate_color(
record.threadName, self.thread_colors, self.thread_counter, "Thread"
)
process_color, process_name = self._generate_color(
record.processName, self.process_colors, self.process_counter, "Process"
)
level_color = self.level_colors.get(
record.levelno, rgb_to_ansi(COLOR_RGB["grey"])
)
emoji = LOG_LEVEL_EMOJIS.get(record.levelno, "")
message = super().format(record)
message = message.replace(
f"{record.asctime} {record.levelname} [{record.module}:{record.funcName}] ",
"",
)
thread_name_formatted = (
f'{thread_color}[{thread_name:>{NAME_LENGTHS["thread"]}}]'
)
process_name_formatted = (
f'{process_color}[{process_name:>{NAME_LENGTHS["process"]}}]'
)
levelname = f'{level_color}[{record.levelname:<{NAME_LENGTHS["level"]}}]'
file_name_trimmed = (
(record.module[: NAME_LENGTHS["file"]] + "..py")
if len(record.module) > NAME_LENGTHS["file"]
else f"{record.module}.py"
)
func_name_trimmed = (
(record.funcName[: NAME_LENGTHS["function"]] + "..")
if len(record.funcName) > NAME_LENGTHS["function"]
else record.funcName
)
module_func = f"{level_color}[{file_name_trimmed}:{func_name_trimmed}]"
message = (
f"{process_name_formatted} {thread_name_formatted} "
f"{level_color}[{record.asctime}] {emoji} {levelname} "
f'{module_func} {message}{rgb_to_ansi(COLOR_RGB["grey"])}'
)
return message
def minimize_third_party_logs():
noisy_logs = ['matplotlib', 'numba', 'PIL', 'plotly']
[logging.getLogger(name).setLevel(logging.ERROR) for name in noisy_logs]
def setup_logger(log_level: str = "DEBUG"):
logger = logging.getLogger()
log_level_mapping = {
"DEBUG": logging.DEBUG,
"INFO": logging.INFO,
"WARNING": logging.WARNING,
"ERROR": logging.ERROR,
"CRITICAL": logging.CRITICAL,
}
if not log_level in log_level_mapping.values():
log_level = log_level_mapping.get(log_level.upper(), logging.DEBUG)
for handler in logger.handlers[:]:
if isinstance(handler, logging.StreamHandler):
logger.removeHandler(handler)
handler = logging.StreamHandler()
formatter = CustomFormatter(
fmt="%(asctime)s %(levelname)s [%(module)s:%(funcName)s] %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
handler.setFormatter(formatter)
logger.addHandler(handler)
logger.setLevel(log_level)
minimize_third_party_logs()