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[Bug]: 知识库构建索引出错
Is there an existing issue for this?
- [X] I have searched the existing issues
Describe the bug
milvus 版本 2.3.3 , 使用 docker 部署。
存储情况如下:
[root@server volumes]# du ./ --max-depth=1 -h
367M ./etcd
8.9M ./minio
888M ./milvus
1.3G ./
运行情况如下:
[root@gpu-server milvus]# docker-compose ps
NAME IMAGE COMMAND SERVICE CREATED STATUS PORTS
attu zilliz/attu:v2.3.2 "docker-entrypoint.s…" attu 6 hours ago Up 6 hours 0.0.0.0:8000->3000/tcp, :::8000->3000/tcp
milvus-etcd quay.io/coreos/etcd:v3.5.5 "etcd -advertise-cli…" etcd 6 hours ago Up 6 hours (healthy) 2379-2380/tcp
milvus-minio minio/minio:RELEASE.2023-03-20T20-16-18Z "/usr/bin/docker-ent…" minio 6 hours ago Up 6 hours (healthy) 0.0.0.0:9000-9001->9000-9001/tcp, :::9000-9001->9000-9001/tcp
milvus-standalone milvusdb/milvus:v2.3.3 "/tini -- milvus run…" standalone 6 hours ago Up 6 hours (healthy) 0.0.0.0:19530->19530/tcp, :::19530->19530/tcp
错误日志如下:
[2024-03-21 20:43:06,020: ERROR/MainProcess] RPC error: [insert_rows], <DataNotMatchException: (code=1, message=Attempt to insert an unexpected field to collection without enabling dynamic field)>, <Time:{'RPC start': '2024-03-21 20:43:06.017347', 'RPC error': '2024-03-21 20:43:06.020646'}>
[2024-03-21 20:43:06,021: ERROR/MainProcess] Failed to insert batch starting at entity: 0/11
[2024-03-21 20:43:06,021: ERROR/MainProcess] Failed to insert batch starting at entity: 0/11
[2024-03-21 20:43:06,021: ERROR/MainProcess] consume document failed
Traceback (most recent call last):
File "/app/api/core/indexing_runner.py", line 70, in run
self._load(
File "/app/api/core/indexing_runner.py", line 667, in _load
index_processor.load(dataset, chunk_documents)
File "/app/api/core/rag/index_processor/processor/paragraph_index_processor.py", line 59, in load
vector.create(documents)
File "/app/api/core/rag/datasource/vdb/vector_factory.py", line 121, in create
self._vector_processor.create(
File "/app/api/core/rag/datasource/vdb/milvus/milvus_vector.py", line 75, in create
self.add_texts(texts, embeddings)
File "/app/api/core/rag/datasource/vdb/milvus/milvus_vector.py", line 101, in add_texts
raise e
File "/app/api/core/rag/datasource/vdb/milvus/milvus_vector.py", line 95, in add_texts
ids = self._client.insert(collection_name=self._collection_name, data=batch_insert_list)
File "/usr/local/lib/python3.10/site-packages/pymilvus/milvus_client/milvus_client.py", line 206, in insert
raise ex from ex
File "/usr/local/lib/python3.10/site-packages/pymilvus/milvus_client/milvus_client.py", line 198, in insert
res = conn.insert_rows(collection_name, insert_batch, timeout=timeout)
File "/usr/local/lib/python3.10/site-packages/pymilvus/decorators.py", line 127, in handler
raise e from e
File "/usr/local/lib/python3.10/site-packages/pymilvus/decorators.py", line 123, in handler
return func(*args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/pymilvus/decorators.py", line 162, in handler
return func(self, *args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/pymilvus/decorators.py", line 102, in handler
raise e from e
File "/usr/local/lib/python3.10/site-packages/pymilvus/decorators.py", line 68, in handler
return func(*args, **kwargs)
File "/usr/local/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 501, in insert_rows
request = self._prepare_row_insert_request(
File "/usr/local/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py", line 482, in _prepare_row_insert_request
return Prepare.row_insert_param(
File "/usr/local/lib/python3.10/site-packages/pymilvus/client/prepare.py", line 422, in row_insert_param
return cls._parse_row_request(request, fields_info, enable_dynamic, entities)
File "/usr/local/lib/python3.10/site-packages/pymilvus/client/prepare.py", line 370, in _parse_row_request
raise DataNotMatchException(message=ExceptionsMessage.InsertUnexpectedField)
pymilvus.exceptions.DataNotMatchException: <DataNotMatchException: (code=1, message=Attempt to insert an unexpected field to collection without enabling dynamic field)>
[2024-03-21 20:43:06,028: INFO/MainProcess] Processed dataset: bd66a1d2-d871-42c4-8fe7-4275be32a591 latency: 6.201149852946401
[2024-03-21 20:43:06,064: INFO/MainProcess] Task tasks.document_indexing_task.document_indexing_task[0df93ed7-9cae-4670-842d-8032b3d5852b] succeeded in 6.23699377477169s: None
Expected Behavior
No response
Steps/Code To Reproduce behavior
No response
Environment details
- Hardware/Softward conditions (OS, CPU, GPU, Memory):
- Method of installation (Docker, or from source):
- Milvus version (v0.3.1, or v0.4.0):
- Milvus configuration (Settings you made in `server_config.yaml`):
Anything else?
No response
Attempt to insert an unexpected field to collection without enabling dynamic field
maybe you inserted some fields that were not defined in the schema. for example, your schema is id, doc_id, text, but you insert data with id, doc_id, text, name.
Attempt to insert an unexpected field to collection without enabling dynamic field
maybe you inserted some fields that were not defined in the schema. for example, your schema is id, doc_id, text, but you insert data with id, doc_id, text, name.
Using dify platform knowledge base to connect milvus, I do not know how to implement it.