[Bug]: [null & default] Insert do not report an error when json field nullable is false and json is None

[qixuan0212]

Is there an existing issue for this?

• [X] I have searched the existing issues

Environment

- Milvus version: master-20240916-dcd904d2-amd64
- Deployment mode(standalone or cluster): both
- MQ type(rocksmq, pulsar or kafka): all
- SDK version(e.g. pymilvus v2.0.0rc2): 2.5.0rc78
- OS(Ubuntu or CentOS): 
- CPU/Memory: 
- GPU: 
- Others:

Current Behavior

When json field nullable is false and json is None, insert success

Expected Behavior

When json field nullable is false and json is None, error should be reported.

Steps To Reproduce

import array

import numpy as np
from pymilvus import CollectionSchema, FieldSchema
from pymilvus import Collection
from pymilvus import connections
from pymilvus import DataType
from pymilvus import Partition
from pymilvus import utility
import json
import random

connections.connect()

dim, nb = 128, 100
int64_field = FieldSchema(name="int64", dtype=DataType.INT64, is_primary=True)
double_field = FieldSchema(name="nullableFid", dtype=DataType.DOUBLE, nullable=True, default_value=10.0, is_primary=False)
int32_field = FieldSchema(name="int32", dtype=DataType.INT64, default_value=10)
string_field = FieldSchema(name="string", dtype=DataType.VARCHAR, max_length=1000, nullable=True)
float_vector = FieldSchema(name="float_vector", dtype=DataType.FLOAT_VECTOR, dim=dim, mmap_enabled=False)
# array_field = FieldSchema(name="array", dtype=DataType.ARRAY, element_type=DataType.VARCHAR, max_length=nb,
#                           max_capacity=nb, nullable=True)
json_field = FieldSchema(name="json", dtype=DataType.JSON, nullable=False)
schema = CollectionSchema(fields=[int64_field, double_field, int32_field, string_field, json_field, float_vector], enable_dynamic_field=True)
utility.drop_collection("test")
collection = Collection("test", schema=schema)
res = collection.schema
print(res)
index = {"index_type": "DISKANN", "metric_type": "L2", "params": {}}
vectors = [[random.random() for _ in range(dim)] for _ in range(nb)]
# array_field = None
json_field = [None for _ in range(nb)]
data = [[i for i in range(nb)], [None for _ in range(nb)], [None for _ in range(nb)], [None for _ in range(nb)],
        json_field, vectors]

collection.insert(data=data)
collection.create_index("float_vector", index, index_name="index_name_1")
collection.load()
collection.flush()
res = collection.num_entities
print(res)
default_search_params = {"metric_type": "L2", "params": {}}
limit = 10
nq = 1
import time
start = time.time()
res1 = collection.search(vectors[:nq], "float_vector", default_search_params, limit, "int64 >= 0", output_fields=["nullableFid", "int32", "string", "json"])
end = time.time() - start
print(res1)
print("search successfully in %f s" % end)
# start = time.time()
# res = collection.query("int64>=0", output_fields=["nullableFid","int32", "string"])
# end = time.time() - start
# print(res)
# print("query successfully in %f s" % end)

Milvus Log

https://grafana-4am.zilliz.cc/explore?orgId=1&panes=%7B%22XDE%22:%7B%22datasource%22:%22vhI6Vw67k%22,%22queries%22:%5B%7B%22refId%22:%22A%22,%22expr%22:%22%7Bcluster%3D%5C%22devops%5C%22,namespace%3D%5C%22chaos-testing%5C%22,pod%3D~%5C%22default-none-qx-pgffh.%2A%5C%22%7D%22,%22datasource%22:%7B%22type%22:%22loki%22,%22uid%22:%22vhI6Vw67k%22%7D%7D%5D,%22range%22:%7B%22from%22:%221726713986504%22,%22to%22:%221726713997554%22%7D%7D%7D&schemaVersion=1

Anything else?

After insert success, json field in search result is None.

[binbinlv]

/assign @smellthemoon /unassign @yanliang567

[smellthemoon]

pr merged. could you plz help to check it? @qixuan0212

[smellthemoon]

/assign @qixuan0212

[qixuan0212]

Verified and fixed:

pymilvus:2.5.0rc89 milvus: master-20241010-290ceb4e-amd64

results: RPC error: [batch_insert], <ParamError: (code=1, message=field (json) expect not None input)>, <Time:{'RPC start': '2024-10-11 15:37:40.184739', 'RPC error': '2024-10-11 15:37:40.609634'}>