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42b27b9a9d
* Add isort * Apply isort on py files * Fix circular import * Fix format for notebooks * Fix format --------- Co-authored-by: Chi Wang <wang.chi@microsoft.com>
116 lines
3.9 KiB
Python
116 lines
3.9 KiB
Python
#
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# Run this file to download the human_eval dataset, and create a corresponding testbed scenario:
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# (default: ../scenarios/human_eval_two_agents_gpt4.jsonl and ./scenarios/human_eval_two_agents_gpt35.jsonl)
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#
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import base64
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import glob
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import json
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import os
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import re
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import sys
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from huggingface_hub import snapshot_download
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SCRIPT_PATH = os.path.realpath(__file__)
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SCRIPT_NAME = os.path.basename(SCRIPT_PATH)
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SCRIPT_DIR = os.path.dirname(SCRIPT_PATH)
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SCENARIO_DIR = os.path.realpath(os.path.join(SCRIPT_DIR, os.path.pardir))
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TEMPLATES_DIR = os.path.join(SCENARIO_DIR, "Templates")
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TASKS_DIR = os.path.join(SCENARIO_DIR, "Tasks")
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CHALLENGES_DIR = os.path.join(SCENARIO_DIR, "Challenges")
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def create_jsonl(name, template):
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"""Creates a JSONL scenario file with a given name, and template path."""
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if not os.path.isdir(TASKS_DIR):
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os.mkdir(TASKS_DIR)
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with open(os.path.join(TASKS_DIR, name + ".jsonl"), "wt") as fh:
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data_paths = glob.glob(str(CHALLENGES_DIR + "/*/data.json"))
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for data_path in data_paths:
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print("Converting data path: ", data_path)
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workspace = os.path.dirname(data_path)
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artifacts = os.path.join(workspace, "artifacts_in")
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custom_python = os.path.join(workspace, "custom_python")
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with open(data_path, "r") as f:
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data = json.load(f)
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should_contain = data["ground"].get("should_contain", [])
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should_not_contain = data["ground"].get("should_not_contain", [])
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case_sensitive = data["ground"].get("case_sensitive", False)
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# Figure out what files we need to copy
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template_cp_list = [template]
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# Artifacts in
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if os.path.exists(artifacts):
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template_cp_list.append(
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[
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artifacts,
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"coding",
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]
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)
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# Custom python
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if os.path.exists(custom_python):
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template_cp_list.append(
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[
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custom_python,
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"custom_python",
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]
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)
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record = {
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"id": data["name"],
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"template": template_cp_list,
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"substitutions": {
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"scenario.py": {
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"__TASK__": data["task"],
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},
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"check.py": {
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"__FILE_PATTERN__": data["ground"]["files"][0],
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"__EVAL_TYPE__": data["ground"]["eval"]["type"],
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"__CASE_SENSITIVE__": str(case_sensitive),
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},
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"should_contain.json.txt": {
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"__CONTAIN__": json.dumps(should_contain), # Double-encoded
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},
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"should_not_contain.json.txt": {
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"__NO_CONTAIN__": json.dumps(should_not_contain), # Double-encoded
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},
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},
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}
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fh.write(json.dumps(record).strip() + "\n")
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###############################################################################
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def main():
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# list all directories in the Templates directory
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# and populate a dictionary with the name and path
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templates = {}
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for entry in os.scandir(TEMPLATES_DIR):
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if entry.is_dir():
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templates[re.sub(r"\s", "", entry.name)] = entry.path
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# Add coding directories if needed (these are usually empty and left out of the repo)
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for template in templates.values():
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code_dir_path = os.path.join(template, "coding")
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if not os.path.isdir(code_dir_path):
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os.mkdir(code_dir_path)
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# Create the various combinations of [models] x [templates]
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for t in templates.items():
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create_jsonl(
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f"autogpt__{t[0]}",
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t[1],
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)
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if __name__ == "__main__" and __package__ is None:
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main()
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