[Bug]: [restful v2]insert data with sparse vector failed

[zhuwenxing]

Is there an existing issue for this?

• I have searched the existing issues

Environment

- Milvus version:master/2.4
- Deployment mode(standalone or cluster):
- MQ type(rocksmq, pulsar or kafka):    
- SDK version(e.g. pymilvus v2.0.0rc2):
- OS(Ubuntu or CentOS): 
- CPU/Memory: 
- GPU: 
- Others:

Current Behavior

[2024-04-12 16:35:17 - DEBUG - ci_test]: 
method: post, 
url: http://10.104.6.91:19530/v2/vectordb/collections/create, 
cost time: 0.18176007270812988, 
header: {'Content-Type': 'application/json', 'Authorization': 'Bearer root:Milvus', 'RequestId': '9706deca-f8a7-11ee-8775-acde48001122'}, 
payload: {"collectionName": "test_collection_2024_04_12_16_35_16_208097XQEaHVvS", "schema": {"autoId": true, "enableDynamicField": true, "fields": [{"fieldName": "book_id", "dataType": "Int64", "isPrimary": tr...se_float_vector", "indexName": "sparse_float_vector", "metricType": "IP", "indexConfig": {"index_type": "SPARSE_INVERTED_INDEX", "drop_ratio_build": "0.2"}}], "params": {"consistencyLevel": "Strong"}}, 
response: {"code":200,"data":{}} (milvus.py:17)
[2024-04-12 16:35:17 - DEBUG - urllib3.connectionpool]: Starting new HTTP connection (1): 10.104.6.91:19530 (connectionpool.py:245)
[2024-04-12 16:35:17 - DEBUG - urllib3.connectionpool]: http://10.104.6.91:19530 "POST /v2/vectordb/collections/describe HTTP/1.1" 200 1062 (connectionpool.py:473)
[2024-04-12 16:35:17 - DEBUG - ci_test]: 
method: post, 
url: http://10.104.6.91:19530/v2/vectordb/collections/describe, 
cost time: 0.031760215759277344, 
header: {'Content-Type': 'application/json', 'Authorization': 'Bearer root:Milvus', 'RequestId': '9722f11e-f8a7-11ee-8775-acde48001122'}, 
payload: {"collectionName": "test_collection_2024_04_12_16_35_16_208097XQEaHVvS"}, 
response: {"code":200,"data":{"aliases":[],"autoId":true,"collectionID":449023572199339053,"collectionName":"test_collection_2024_04_12_16_35_16_208097XQEaHVvS","consistencyLevel":"Strong","description":"","ena...":"SparseFloatVector"}],"indexes":[{"fieldName":"sparse_float_vector","indexName":"sparse_float_vector","metricType":"IP"}],"load":"LoadStateLoading","partitionsNum":64,"properties":[],"shardsNum":1}} (milvus.py:17)
[2024-04-12 16:35:17 - INFO - ci_test]: rsp: {'code': 200, 'data': {'aliases': [], 'autoId': True, 'collectionID': 449023572199339053, 'collectionName': 'test_collection_2024_04_12_16_35_16_208097XQEaHVvS', 'consistencyLevel': 'Strong', 'description': '', 'enableDynamicField': True, 'fields': [{'autoId': True, 'description': '', 'id': 100, 'name': 'book_id', 'partitionKey': False, 'primaryKey': True, 'type': 'Int64'}, {'autoId': False, 'description': '', 'id': 101, 'name': 'user_id', 'partitionKey': True, 'primaryKey': False, 'type': 'Int64'}, {'autoId': False, 'description': '', 'id': 102, 'name': 'word_count', 'partitionKey': False, 'primaryKey': False, 'type': 'Int64'}, {'autoId': False, 'description': '', 'id': 103, 'name': 'book_describe', 'params': [{'key': 'max_length', 'value': '256'}], 'partitionKey': False, 'primaryKey': False, 'type': 'VarChar'}, {'autoId': False, 'description': '', 'id': 104, 'name': 'sparse_float_vector', 'partitionKey': False, 'primaryKey': False, 'type': 'SparseFloatVector'}], 'indexes': [{'fieldName': 'sparse_float_vector', 'indexName': 'sparse_float_vector', 'metricType': 'IP'}], 'load': 'LoadStateLoading', 'partitionsNum': 64, 'properties': [], 'shardsNum': 1}} (test_vector_operations.py:762)
[2024-04-12 16:35:17 - DEBUG - urllib3.connectionpool]: Starting new HTTP connection (1): 10.104.6.91:19530 (connectionpool.py:245)
[2024-04-12 16:35:17 - DEBUG - urllib3.connectionpool]: http://10.104.6.91:19530 "POST /v2/vectordb/entities/insert HTTP/1.1" 200 149 (connectionpool.py:473)
[2024-04-12 16:35:17 - DEBUG - ci_test]: 
method: post, 
url: http://10.104.6.91:19530/v2/vectordb/entities/insert, 
cost time: 0.32216596603393555, 
header: {'Content-Type': 'application/json', 'Authorization': 'Bearer root:Milvus', 'Accept-Type-Allow-Int64': 'true', 'RequestId': '9738395c-f8a7-11ee-8775-acde48001122'}, 
payload: {"collectionName": "test_collection_2024_04_12_16_35_16_208097XQEaHVvS", "data": [{"user_id": 0, "word_count": 0, "book_describe": "book_0", "sparse_float_vector": {"71": 0.22011702152827062, "22": 0.640575575292874, "12": 0.5995073799673194, "18": 0.010467555358631864, "56": 0.4984083794636065, "53": 0.7598312765346229, "93": 0.7590377414973769, "86": 0.020576136069964224, "10": 0.8135100939470645, "72": 0.42982283698103885, "48": 0.652487745202717, "117": 0.6468842585001653, "6": 0.887812910658206, "113": 0.0408829959146394, "42": 0.3008355328394139, "123": 0.993137062559305, "127": 0.5673001579612457, "43": 0.2636764410984209, "90": 0.10261155716811843, "87": 0.5008877733698391, "104": 0.13712476000414187, "70": 0.7159913540545428, "81": 0.4079812046598721, "59": 0.4744926740283981, "60": 0.24657736935350605, "23": 0.5000786311199478, "47": 0.24540943814751903, "27": 0.32462379198254465, "85": 0.718218387307329}, "dynamic_field_0": 0}, {"user_id": 1, "word_count": 1, "book_describe"... "17": 0.5987910511355903, "37": 0.2014749377025109, "43": 0.7574750250139034, "49": 0.018593256898462474, "23": 0.07096386348708594, "41": 0.6576710468320577, "126": 0.6723631426958634, "24": 0.1488112948192415, "84": 0.25052373017180585, "117": 0.016272838176228155, "52": 0.5934417219144067, "81": 0.788890841222369}, "dynamic_field_2998": 2998}, {"user_id": 99, "word_count": 2999, "book_describe": "book_2999", "sparse_float_vector": {"7": 0.7042044842106784, "121": 0.2893029742259038, "113": 0.017438838571064652, "102": 0.9366358817003854, "106": 0.03834217035061016, "5": 0.15623927509772095, "103": 0.7317876642120834, "26": 0.5564103819541828, "89": 0.8458836723985828, "4": 0.4186291882348825, "34": 0.08399385722767028, "45": 0.35698839518756487, "108": 0.2202957103470654, "8": 0.27659097335657223, "43": 0.7170373740009489, "3": 0.9831153371340142, "25": 0.8245073331244291, "126": 0.8257851470270356, "107": 0.5027146402886749, "84": 0.8683003196688509}, "dynamic_field_2999": 2999}]}, 
response: {"code":1804,"message":"fail to deal the insert data, error: fieldName: sparse_float_vector: invalid parameter[expected=][actual=SparseFloatVector]"} (milvus.py:20)
FAILED
testcases/test_vector_operations.py:726 (TestSearchVector.test_search_vector_with_sparse_float_vector_datatype[128-3000-True-True-True-1])
1804 != 200

Expected Behavior

No response

Steps To Reproduce

No response

Milvus Log

No response

Anything else?

No response

[zhuwenxing]

/assign @PowderLi

[zhuwenxing]

/unassign @PowderLi
/assign @zhengbuqian
PTAL

[zhengbuqian]

we haven't added sparse vector support to the restful api yet.

[zhengbuqian]

/unassign
/assign @zhuwenxing

pls continue the testing for sparse restful, thanks!