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import copy
import json
import logging
import os
import sys
import time
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
from agbenchmark.config import AgentBenchmarkConfig
from agbenchmark.reports.processing.graphs import save_single_radar_chart
from agbenchmark.reports.processing.process_report import (
get_highest_achieved_difficulty_per_category,
)
from agbenchmark.reports.processing.report_types import MetricsOverall, Report, Test
from agbenchmark.utils.utils import get_highest_success_difficulty
logger = logging.getLogger(__name__)
class SingletonReportManager:
instance = None
INFO_MANAGER: "SessionReportManager"
REGRESSION_MANAGER: "RegressionTestsTracker"
SUCCESS_RATE_TRACKER: "SuccessRatesTracker"
def __new__(cls):
if not cls.instance:
cls.instance = super(SingletonReportManager, cls).__new__(cls)
agent_benchmark_config = AgentBenchmarkConfig.load()
benchmark_start_time_dt = datetime.now(
timezone.utc
) # or any logic to fetch the datetime
# Make the Managers class attributes
cls.INFO_MANAGER = SessionReportManager(
agent_benchmark_config.get_report_dir(benchmark_start_time_dt)
/ "report.json",
benchmark_start_time_dt,
)
cls.REGRESSION_MANAGER = RegressionTestsTracker(
agent_benchmark_config.regression_tests_file
)
cls.SUCCESS_RATE_TRACKER = SuccessRatesTracker(
agent_benchmark_config.success_rate_file
)
return cls.instance
@classmethod
def clear_instance(cls):
cls.instance = None
cls.INFO_MANAGER = None
cls.REGRESSION_MANAGER = None
cls.SUCCESS_RATE_TRACKER = None
class BaseReportManager:
"""Abstracts interaction with the regression tests file"""
tests: dict[str, Any]
def __init__(self, report_file: Path):
self.report_file = report_file
self.load()
def load(self) -> None:
if not self.report_file.exists():
self.report_file.parent.mkdir(exist_ok=True)
try:
with self.report_file.open("r") as f:
data = json.load(f)
self.tests = {k: data[k] for k in sorted(data)}
except FileNotFoundError:
self.tests = {}
except json.decoder.JSONDecodeError as e:
logger.warning(f"Could not parse {self.report_file}: {e}")
self.tests = {}
def save(self) -> None:
with self.report_file.open("w") as f:
json.dump(self.tests, f, indent=4)
def remove_test(self, test_name: str) -> None:
if test_name in self.tests:
del self.tests[test_name]
self.save()
def reset(self) -> None:
self.tests = {}
self.save()
class SessionReportManager(BaseReportManager):
"""Abstracts interaction with the regression tests file"""
tests: dict[str, Test] | Report
def __init__(self, report_file: Path, benchmark_start_time: datetime):
super().__init__(report_file)
self.start_time = time.time()
self.benchmark_start_time = benchmark_start_time
def save(self) -> None:
with self.report_file.open("w") as f:
if isinstance(self.tests, Report):
f.write(self.tests.json(indent=4))
else:
json.dump({k: v.dict() for k, v in self.tests.items()}, f, indent=4)
def load(self) -> None:
super().load()
if "tests" in self.tests: # type: ignore
self.tests = Report.parse_obj(self.tests)
else:
self.tests = {n: Test.parse_obj(d) for n, d in self.tests.items()}
def add_test_report(self, test_name: str, test_report: Test) -> None:
if isinstance(self.tests, Report):
raise RuntimeError("Session report already finalized")
if test_name.startswith("Test"):
test_name = test_name[4:]
self.tests[test_name] = test_report
self.save()
def finalize_session_report(self, config: AgentBenchmarkConfig) -> None:
command = " ".join(sys.argv)
if isinstance(self.tests, Report):
raise RuntimeError("Session report already finalized")
self.tests = Report(
command=command.split(os.sep)[-1],
benchmark_git_commit_sha="---",
agent_git_commit_sha="---",
completion_time=datetime.now(timezone.utc).strftime(
"%Y-%m-%dT%H:%M:%S+00:00"
),
benchmark_start_time=self.benchmark_start_time.strftime(
"%Y-%m-%dT%H:%M:%S+00:00"
),
metrics=MetricsOverall(
run_time=str(round(time.time() - self.start_time, 2)) + " seconds",
highest_difficulty=get_highest_success_difficulty(self.tests),
total_cost=self.get_total_costs(),
),
tests=copy.copy(self.tests),
config=config.dict(exclude_none=True),
)
agent_categories = get_highest_achieved_difficulty_per_category(self.tests)
if len(agent_categories) > 1:
save_single_radar_chart(
agent_categories,
config.get_report_dir(self.benchmark_start_time) / "radar_chart.png",
)
self.save()
def get_total_costs(self):
if isinstance(self.tests, Report):
tests = self.tests.tests
else:
tests = self.tests
total_cost = 0
all_costs_none = True
for test_data in tests.values():
cost = sum(r.cost or 0 for r in test_data.results)
if cost is not None: # check if cost is not None
all_costs_none = False
total_cost += cost # add cost to total
if all_costs_none:
total_cost = None
return total_cost
class RegressionTestsTracker(BaseReportManager):
"""Abstracts interaction with the regression tests file"""
tests: dict[str, dict]
def add_test(self, test_name: str, test_details: dict) -> None:
if test_name.startswith("Test"):
test_name = test_name[4:]
self.tests[test_name] = test_details
self.save()
def has_regression_test(self, test_name: str) -> bool:
return self.tests.get(test_name) is not None
class SuccessRatesTracker(BaseReportManager):
"""Abstracts interaction with the regression tests file"""
tests: dict[str, list[bool | None]]
def update(self, test_name: str, success_history: list[bool | None]) -> None:
if test_name.startswith("Test"):
test_name = test_name[4:]
self.tests[test_name] = success_history
self.save()
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