Community Build Failed after changed ENTITY_EXTRACTION_ENTITY_TYPES and DEFAULT_ENTITY_TYPES

[Ritanlisa]

changed both into ["State", "Cause", "Troubleshooting"], after that got following error, seems to be failed when building index

Traceback (most recent call last):
File "c:\Users\Ritanlisa\Desktop\EndingJob\Code\main.py", line 792, in <module>
build_RAG(file_path, RAG_directory)
File "c:\Users\Ritanlisa\Desktop\EndingJob\Code\main.py", line 561, in build_RAG
graphrag_index(root=Path(f"./{RAG_directory}/"))
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\cli\main.py", line 165, in _index_cli
index_cli(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\cli\index.py", line 84, in index_cli
_run_index(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\cli\index.py", line 171, in _run_index
outputs = asyncio.run(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\nest_asyncio.py", line 30, in run
return loop.run_until_complete(task)
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\nest_asyncio.py", line 98, in run_until_complete
return f.result()
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\asyncio\futures.py", line 201, in result
raise self._exception.with_traceback(self._exception_tb)
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\asyncio\tasks.py", line 232, in __step
result = coro.send(None)
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\api\index.py", line 72, in build_index
async for output in run_pipeline(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\index\run\run_pipeline.py", line 97, in run_pipeline
async for table in _run_pipeline(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\index\run\run_pipeline.py", line 129, in _run_pipeline
result = await workflow_function(config, context)
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\index\workflows\create_community_reports.py", line 59, in run_workflow
output = await create_community_reports(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\index\workflows\create_community_reports.py", line 124, in create_community_reports
return finalize_community_reports(community_reports, communities)
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\GraphRAG\graphrag\index\operations\finalize_community_reports.py", line 19, in finalize_community_reports
community_reports = reports.merge(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\pandas\core\frame.py", line 10832, in merge
return merge(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\pandas\core\reshape\merge.py", line 170, in merge
op = _MergeOperation(
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\pandas\core\reshape\merge.py", line 794, in init
) = self._get_merge_keys()
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\pandas\core\reshape\merge.py", line 1310, in _get_merge_keys
left_keys.append(left._get_label_or_level_values(lk))
File "C:\Users\Ritanlisa\Desktop\EndingJob\Code\venv\lib\site-packages\pandas\core\generic.py", line 1911, in _get_label_or_level_values
raise KeyError(key)
KeyError: 'community'

[Ritanlisa]

Still Retrying, do anyone know that how this happened? where do the key 'community' created? thk

[Ritanlisa]

It happened again, the value communities in GraphRAG\graphrag\index\operations\finalize_community_reports.py::finalize_community_reports got something like this:

                                     id  human_readable_id  community  ...                                      text_unit_ids      period size
0  6559b523-24c1-4a0c-b573-23139b8b3ba7                  0          0  ...  [811f9f933cb01811062a48694a7de90d427130cd50a0e...  2025-05-17    2
1  f23c9bae-049f-4866-ba49-8b3b0a2659e6                  1          1  ...  [02226c5798f3fa0e156b0b1faf5d22651482a59affac0...  2025-05-17   13
2  357d6b99-b72d-4bc3-8bb9-2e61e6a947ee                  2          2  ...  [52f01278dee43ce1d53d44e5c8695a8e39f8f8b1ad34e...  2025-05-17    5
3  5dbb0046-4599-4ef6-b2ee-d9cf70d7a0a6                  3          3  ...  [072e090c6e5e72dbf4c85f6b845847658345d241797ab...  2025-05-17    6
4  93af98af-92b5-47bc-ba83-979be6b7f0c0                  4          4  ...  [3e29822fd979adebb8d779fc2aca8be7ad06528b21b08...  2025-05-17    9
5  396bf2c8-7b83-42d8-b997-68fbd05c0162                  5          5  ...  [c39954cd7a5196e9cb3148402ec19b27d1e4715ead387...  2025-05-17    8
6  4a972774-67ad-4a06-874f-3f573fc26b65                  6          6  ...  [072e090c6e5e72dbf4c85f6b845847658345d241797ab...  2025-05-17   11
7  d0d8e748-4d1d-4ae2-8f4b-6b16ecae2a2e                  7          7  ...  [4ebf1baa39f0459bc5067f990a5d4de13231393e5b80e...  2025-05-17    2

[8 rows x 12 columns]

[Ritanlisa]

oops, report got a empty dataframe

[Ritanlisa]

and that's the problem caused by my prompt