refactor: Cog-547 code graph enrichment task clean

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0xideas 2024-11-24 19:26:40 +01:00 committed by GitHub
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@ -1,11 +1,8 @@
import argparse
import asyncio
import os
import cognee
import json
from uuid import UUID, uuid4
import numpy as np
from networkx.classes.digraph import DiGraph
from cognee.modules.pipelines import Task, run_tasks
from cognee.shared.CodeGraphEntities import CodeFile, CodeRelationship, Repository
@ -16,49 +13,70 @@ from cognee.tasks.code.get_local_dependencies_checker import (
from cognee.tasks.graph.convert_graph_from_code_graph import (
convert_graph_from_code_graph,
)
from cognee.tasks.repo_processor.get_repo_dependency_graph import (
get_repo_dependency_graph,
)
from cognee.tasks.repo_processor.enrich_dependency_graph import enrich_dependency_graph
from cognee.tasks.summarization import summarize_code
from cognee.tasks.storage import index_data_points
from cognee.tests.tasks.graph.code_graph_test_data_generation import (
code_graph_test_data_generation,
)
async def print_results(pipeline):
async for result in pipeline:
print(result)
async def write_results(repo, pipeline):
output_dir = os.path.join(repo, "code_pipeline_output", "")
os.makedirs(output_dir, exist_ok = True)
async for code_files, summaries in pipeline:
for summary in summaries:
file_name = os.path.split(summary.made_from.extracted_id)[-1]
relpath = os.path.join(*os.path.split(os.path.relpath(summary.made_from.extracted_id, repo))[:-1])
output_dir2 = os.path.join(repo, "code_pipeline_output", relpath)
os.makedirs(output_dir2, exist_ok=True)
with open(os.path.join(output_dir2, file_name.replace(".py", ".json")), "w") as f:
f.write(json.dumps({"summary": summary.text, "source_code": summary.made_from.source_code}))
async def reset_system():
await cognee.prune.prune_data()
await cognee.prune.prune_system(metadata=True)
return(True)
def create_code_file(path, type):
abspath = os.path.abspath(path)
with open(abspath, "r") as f:
source_code = f.read()
code_file = CodeFile(extracted_id=abspath, type=type, source_code=source_code)
return (code_file, abspath)
async def get_local_script_dependencies_wrapper(script_path, repo_path):
dependencies = await get_local_script_dependencies(script_path, repo_path)
return (script_path, dependencies)
async def scan_repo(path, condition):
futures = []
for root, dirs, files in os.walk(path):
for file in files:
if condition(file):
futures.append(
get_local_script_dependencies_wrapper(
os.path.abspath(f"{root}/{file}"), path
)
)
results = await asyncio.gather(*futures)
code_files = {}
code_relationships = []
for abspath, dependencies in results:
code_file, abspath = create_code_file(abspath, "python_file")
code_files[abspath] = code_file
for dependency in dependencies:
dependency_code_file, dependency_abspath = create_code_file(
dependency, "python_file"
)
code_files[dependency_abspath] = dependency_code_file
code_relationship = CodeRelationship(
source_id=abspath,
target_id=dependency_abspath,
type="files",
relation="depends_on",
)
code_relationships.append(code_relationship)
return (Repository(path=path), list(code_files.values()), code_relationships)
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Process a file path")
parser.add_argument("path", help="Path to the file")
args = parser.parse_args()
abspath = os.path.abspath(args.path)
data = abspath
tasks = [
Task(get_repo_dependency_graph),
Task(enrich_dependency_graph),
Task(convert_graph_from_code_graph, repo_path = abspath),
Task(index_data_points),
Task(scan_repo),
Task(convert_graph_from_code_graph),
Task(summarize_code, summarization_model=SummarizedContent),
]
data = ("cognee", lambda file: file.endswith(".py"))
pipeline = run_tasks(tasks, data, "cognify_pipeline")
asyncio.run(write_results(abspath, pipeline))
asyncio.run(print_results(pipeline))