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import csv
import logging
import sys
def get_logger(
level: int = logging.INFO,
propagate: bool = False,
) -> logging.Logger:
"""Get a logger with the given name with some formatting configs."""
logger = logging.getLogger("diffusion-benchmarks")
logger.propagate = propagate
logger.setLevel(level)
if not len(logger.handlers):
formatter = logging.Formatter(
"[%(asctime)s] %(message)s", datefmt="%m-%d %H:%M:%S"
)
handler = logging.StreamHandler(sys.stdout)
handler.setFormatter(formatter)
logger.addHandler(handler)
return logger
class CsvHandler:
def __init__(self, file_name, header=None):
self.file_name = file_name
self.header = header
self.file = None
def open_file(self):
self.file = open(self.file_name, mode="a", newline="\n", encoding="utf-8")
self.csv_writer = csv.writer(self.file)
if self.header:
self.csv_writer.writerow(self.header)
print(f"File '{self.file_name}' opened successfully for writing.")
def write_row(self, data):
self.csv_writer.writerow(data)
def close_file(self):
if self.file:
self.file.close()
print(f"File '{self.file_name}' closed successfully.")
def write_header(self, data):
self.open_file()
self.write_row(data)
self.close_file()
def write_results(self, result):
self.open_file()
self.write_row(list(result.values()))
self.close_file()
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