mirror of
https://github.com/aljazceru/Auto-GPT.git
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Benchmark changes
Signed-off-by: Merwane Hamadi <merwanehamadi@gmail.com>
This commit is contained in:
195
benchmark/agbenchmark/generate_test.py
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195
benchmark/agbenchmark/generate_test.py
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import glob
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import importlib
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import json
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import os
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import sys
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import types
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from collections import deque
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from pathlib import Path
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from typing import Any, Dict, Optional
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import pytest
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from agbenchmark.utils.challenge import Challenge
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from agbenchmark.utils.data_types import AgentBenchmarkConfig, ChallengeData
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DATA_CATEGORY = {}
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def create_single_test(
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data: Dict[str, Any] | ChallengeData,
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challenge_location: str,
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file_datum: Optional[list[dict[str, Any]]] = None,
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) -> None:
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challenge_data = None
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artifacts_location = None
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if isinstance(data, ChallengeData):
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challenge_data = data
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data = data.get_data()
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DATA_CATEGORY[data["name"]] = data["category"][0]
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# Define test class dynamically
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challenge_class = types.new_class(data["name"], (Challenge,))
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print(challenge_location)
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# clean_challenge_location = get_test_path(challenge_location)
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setattr(challenge_class, "CHALLENGE_LOCATION", challenge_location)
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setattr(
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challenge_class,
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"ARTIFACTS_LOCATION",
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artifacts_location or str(Path(challenge_location).resolve().parent),
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)
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# Define test method within the dynamically created class
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@pytest.mark.asyncio
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async def test_method(self, config: Dict[str, Any], request) -> None: # type: ignore
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# create a random number between 0 and 1
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test_name = self.data.name
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try:
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with open("challenges_already_beaten.json", "r") as f:
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challenges_beaten_in_the_past = json.load(f)
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except:
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challenges_beaten_in_the_past = {}
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if request.config.getoption("--explore") and challenges_beaten_in_the_past.get(
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test_name, False
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):
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return None
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# skip optional categories
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self.skip_optional_categories(config)
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from helicone.lock import HeliconeLockManager
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if os.environ.get("HELICONE_API_KEY"):
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HeliconeLockManager.write_custom_property("challenge", self.data.name)
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cutoff = self.data.cutoff or 60
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timeout = cutoff
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if "--nc" in sys.argv:
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timeout = 100000
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if "--cutoff" in sys.argv:
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timeout = int(sys.argv[sys.argv.index("--cutoff") + 1])
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await self.setup_challenge(config, timeout)
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scores = self.get_scores(config)
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request.node.answers = scores["answers"] # store answers in request.node
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del scores["answers"] # remove answers from scores
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request.node.scores = scores # store scores in request.node
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assert 1 in scores["values"]
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# Parametrize the method here
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test_method = pytest.mark.parametrize(
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"challenge_data",
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[data],
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indirect=True,
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)(test_method)
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setattr(challenge_class, "test_method", test_method)
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# Attach the new class to a module so it can be discovered by pytest
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module = importlib.import_module(__name__)
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setattr(module, data["name"], challenge_class)
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def create_single_suite_challenge(challenge_data: ChallengeData, path: Path) -> None:
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create_single_test(challenge_data, str(path))
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def create_challenge(
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data: Dict[str, Any],
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json_file: str,
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json_files: deque,
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) -> deque:
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path = Path(json_file).resolve()
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print("Creating challenge for", path)
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create_single_test(data, str(path))
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print("Creation complete for", path)
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return json_files
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def generate_tests() -> None: # sourcery skip: invert-any-all
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print("Generating tests...")
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challenges_path = os.path.join(os.path.dirname(__file__), "challenges")
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print(f"Looking for challenges in {challenges_path}...")
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json_files = deque(
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glob.glob(
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f"{challenges_path}/**/data.json",
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recursive=True,
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)
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)
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print(f"Found {len(json_files)} challenges.")
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print(f"Sample path: {json_files[0]}")
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agent_benchmark_config_path = str(Path.cwd() / "agbenchmark_config" / "config.json")
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try:
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with open(agent_benchmark_config_path, "r") as f:
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agent_benchmark_config = AgentBenchmarkConfig(**json.load(f))
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agent_benchmark_config.agent_benchmark_config_path = (
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agent_benchmark_config_path
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)
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except json.JSONDecodeError:
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print("Error: benchmark_config.json is not a valid JSON file.")
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raise
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regression_reports_path = agent_benchmark_config.get_regression_reports_path()
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if regression_reports_path and os.path.exists(regression_reports_path):
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with open(regression_reports_path, "r") as f:
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regression_tests = json.load(f)
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else:
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regression_tests = {}
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while json_files:
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json_file = (
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json_files.popleft()
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) # Take and remove the first element from json_files
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if challenge_should_be_ignored(json_file):
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continue
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data = ChallengeData.get_json_from_path(json_file)
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commands = sys.argv
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# --by flag
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if "--category" in commands:
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categories = data.get("category", [])
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commands_set = set(commands)
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# Convert the combined list to a set
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categories_set = set(categories)
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# If there's no overlap with commands
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if not categories_set.intersection(commands_set):
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continue
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# --test flag, only run the test if it's the exact one specified
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test_flag = "--test" in commands
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if test_flag and data["name"] not in commands:
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continue
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# --maintain and --improve flag
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in_regression = regression_tests.get(data["name"], None)
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improve_flag = in_regression and "--improve" in commands
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maintain_flag = not in_regression and "--maintain" in commands
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if "--maintain" in commands and maintain_flag:
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continue
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elif "--improve" in commands and improve_flag:
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continue
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json_files = create_challenge(data, json_file, json_files)
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print(f"Generated test for {data['name']}.")
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print("Test generation complete.")
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def challenge_should_be_ignored(json_file):
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return "challenges/deprecated" in json_file or "challenges/library" in json_file
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generate_tests()
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