Files
Auto-GPT/agbenchmark/utils.py
merwanehamadi 2704bcee5e Allow change location of reports (#115)
Signed-off-by: Merwane Hamadi <merwanehamadi@gmail.com>
2023-07-16 07:26:36 -07:00

82 lines
2.8 KiB
Python

# radio charts, logs, helper functions for tests, anything else relevant.
import glob
import os
import re
from datetime import datetime
from pathlib import Path
from typing import Any
from agbenchmark.challenges.define_task_types import DIFFICULTY_MAP, DifficultyLevel
def calculate_info_test_path(benchmarks_folder_path: Path) -> str:
INFO_TESTS_PATH = (
benchmarks_folder_path / os.getenv("REPORT_LOCATION", ".") / "reports"
)
if not INFO_TESTS_PATH.exists():
INFO_TESTS_PATH.mkdir(parents=True, exist_ok=True)
return str(
INFO_TESTS_PATH / f"file1_{datetime.now().strftime('%m-%d-%H-%M')}.json"
)
else:
json_files = glob.glob(str(INFO_TESTS_PATH / "*.json"))
file_count = len(json_files)
run_name = f"file{file_count + 1}_{datetime.now().strftime('%m-%d-%H-%M')}.json"
new_file_path = INFO_TESTS_PATH / run_name
return str(new_file_path)
def replace_backslash(value: Any) -> Any:
if isinstance(value, str):
return re.sub(
r"\\+", "/", value
) # replace one or more backslashes with a forward slash
elif isinstance(value, list):
return [replace_backslash(i) for i in value]
elif isinstance(value, dict):
return {k: replace_backslash(v) for k, v in value.items()}
else:
return value
def calculate_success_percentage(results: list[bool]) -> float:
# Take the last 10 results or all if less than 10
last_results = results[-10:] if len(results) > 10 else results
success_count = last_results.count(True)
total_count = len(last_results)
if total_count == 0:
return 0
success_percentage = (success_count / total_count) * 100 # as a percentage
return round(success_percentage, 2)
def get_highest_success_difficulty(data: dict) -> str:
highest_difficulty = None
highest_difficulty_level = 0
for test_name, test_data in data.items():
if test_data["metrics"]["success"]:
# Replace 'medium' with 'intermediate' for this example
difficulty_str = test_data["metrics"]["difficulty"]
try:
difficulty_enum = DifficultyLevel[difficulty_str.lower()]
difficulty_level = DIFFICULTY_MAP[difficulty_enum]
if difficulty_level > highest_difficulty_level:
highest_difficulty = difficulty_enum
highest_difficulty_level = difficulty_level
except KeyError:
print(
f"Unexpected difficulty level '{difficulty_str}' in test '{test_name}'"
)
if highest_difficulty is not None:
highest_difficulty_str = highest_difficulty.name # convert enum to string
else:
highest_difficulty_str = ""
return f"{highest_difficulty_str}: {highest_difficulty_level}"