admin/milvus
1
0
Fork 0
mirror of https://gitee.com/milvus-io/milvus.git synced 2025-12-07 17:48:29 +08:00
Code Issues Packages Projects Releases Wiki Activity

Update creating index behavior (#21435)

Browse Source 
Signed-off-by: Binbin Lv <binbin.lv@zilliz.com>
This commit is contained in:
binbin 2022-12-29 17:01:31 +08:00 committed by GitHub
parent e6d2849c9a
commit dffc47a6b6
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
6 changed files with 79 additions and 78 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
tests/python_client/base/client_base.py
View File

@ -168,7 +168,7 @@ class TestcaseBase(Base):
def init_collection_general(self, prefix="test", insert_data=False, nb=ct.default_nb, def init_collection_general(self, prefix="test", insert_data=False, nb=ct.default_nb,
partition_num=0, is_binary=False, is_all_data_type=False, partition_num=0, is_binary=False, is_all_data_type=False,
auto_id=False, dim=ct.default_dim, is_index=False, auto_id=False, dim=ct.default_dim, is_index=True,
primary_field=ct.default_int64_field_name, is_flush=True, name=None, **kwargs): primary_field=ct.default_int64_field_name, is_flush=True, name=None, **kwargs):
""" """
target: create specified collections target: create specified collections
@ -209,13 +209,13 @@ class TestcaseBase(Base):
assert collection_w.is_empty is False assert collection_w.is_empty is False
assert collection_w.num_entities == nb assert collection_w.num_entities == nb
# This condition will be removed after auto index feature # This condition will be removed after auto index feature
if not is_index: if is_index:
if is_binary: if is_binary:
collection_w.create_index(ct.default_binary_vec_field_name, ct.default_bin_flat_index) collection_w.create_index(ct.default_binary_vec_field_name, ct.default_bin_flat_index)
else: else:
collection_w.create_index(ct.default_float_vec_field_name, ct.default_flat_index) collection_w.create_index(ct.default_float_vec_field_name, ct.default_flat_index)
collection_w.load() collection_w.load()
elif not is_index: elif is_index:
if is_binary: if is_binary:
collection_w.create_index(ct.default_binary_vec_field_name, ct.default_bin_flat_index) collection_w.create_index(ct.default_binary_vec_field_name, ct.default_bin_flat_index)
else: else:

8
tests/python_client/testcases/test_collection.py
View File

@ -2573,7 +2573,7 @@ class TestLoadCollection(TestcaseBase):
method: create a collection without index, then load method: create a collection without index, then load
expected: raise exception expected: raise exception
""" """
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
collection_w.load(check_task=CheckTasks.err_res, collection_w.load(check_task=CheckTasks.err_res,
check_items={"err_code": 1, check_items={"err_code": 1,
"err_msg": "index not exist"}) "err_msg": "index not exist"})
@ -2611,7 +2611,7 @@ class TestReleaseAdvanced(TestcaseBase):
""" """
self._connect() self._connect()
partition_num = 1 partition_num = 1
collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=False)[0]
collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index) collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index)
par = collection_w.partitions par = collection_w.partitions
par_name = par[partition_num].name par_name = par[partition_num].name
@ -2637,7 +2637,7 @@ class TestReleaseAdvanced(TestcaseBase):
""" """
self._connect() self._connect()
partition_num = 1 partition_num = 1
collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=False)[0]
collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index) collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index)
par = collection_w.partitions par = collection_w.partitions
par_name = par[partition_num].name par_name = par[partition_num].name
@ -2692,7 +2692,7 @@ class TestLoadPartition(TestcaseBase):
self._connect() self._connect()
partition_num = 1 partition_num = 1
collection_w = self.init_collection_general(prefix, True, ct.default_nb, partition_num, collection_w = self.init_collection_general(prefix, True, ct.default_nb, partition_num,
is_binary=True, is_index=True)[0] is_binary=True, is_index=False)[0]
# for metric_type in ct.binary_metrics: # for metric_type in ct.binary_metrics:
binary_index["metric_type"] = metric_type binary_index["metric_type"] = metric_type

4
tests/python_client/testcases/test_delete.py
View File

@ -321,7 +321,7 @@ class TestDeleteOperation(TestcaseBase):
expected: assert index and deleted id not in search result expected: assert index and deleted id not in search result
""" """
# create collection, insert tmp_nb, flush and load # create collection, insert tmp_nb, flush and load
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=False)[0:2]
# create index # create index
index_params = {"index_type": "IVF_SQ8", index_params = {"index_type": "IVF_SQ8",
@ -1140,7 +1140,7 @@ class TestDeleteString(TestcaseBase):
expected: assert index and deleted id not in search result expected: assert index and deleted id not in search result
""" """
# create collection, insert tmp_nb, flush and load # create collection, insert tmp_nb, flush and load
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=True, collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=False,
primary_field=ct.default_string_field_name)[0:2] primary_field=ct.default_string_field_name)[0:2]
# create index # create index

8
tests/python_client/testcases/test_index.py
View File

@ -222,7 +222,7 @@ class TestIndexOperation(TestcaseBase):
method: create two different indexes with default index name method: create two different indexes with default index name
expected: create successfully expected: create successfully
""" """
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
collection_w.create_index(default_field_name, default_index) collection_w.create_index(default_field_name, default_index)
collection_w.create_index(ct.default_int64_field_name, {}) collection_w.create_index(ct.default_int64_field_name, {})
@ -234,7 +234,7 @@ class TestIndexOperation(TestcaseBase):
method: create index on scalar field and load method: create index on scalar field and load
expected: raise exception expected: raise exception
""" """
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
collection_w.create_index(ct.default_int64_field_name, {}) collection_w.create_index(ct.default_int64_field_name, {})
collection_w.load(check_task=CheckTasks.err_res, collection_w.load(check_task=CheckTasks.err_res,
check_items={ct.err_code: 1, ct.err_msg: "there is no vector index on collection, " check_items={ct.err_code: 1, ct.err_msg: "there is no vector index on collection, "
@ -1255,7 +1255,7 @@ class TestIndexInvalid(TestcaseBase):
2. drop the index 2. drop the index
expected: raise exception expected: raise exception
""" """
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
collection_w.create_index("float_vector", default_index) collection_w.create_index("float_vector", default_index)
collection_w.load() collection_w.load()
@ -1273,7 +1273,7 @@ class TestIndexInvalid(TestcaseBase):
2. set annoy index param n_trees type invalid(not int) 2. set annoy index param n_trees type invalid(not int)
expected: raise exception expected: raise exception
""" """
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
index_annoy = {"index_type": "ANNOY", "params": {"n_trees": n_trees}, "metric_type": "L2"} index_annoy = {"index_type": "ANNOY", "params": {"n_trees": n_trees}, "metric_type": "L2"}
collection_w.create_index("float_vector", index_annoy, collection_w.create_index("float_vector", index_annoy,
check_task=CheckTasks.err_res, check_task=CheckTasks.err_res,

16
tests/python_client/testcases/test_query.py
View File

@ -748,7 +748,7 @@ class TestQueryParams(TestcaseBase):
expected: verify query result expected: verify query result
""" """
# init collection with fields: int64, float, float_vec # init collection with fields: int64, float, float_vec
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=False)[0:2]
df = vectors[0] df = vectors[0]
# query with output_fields=["*", float_vector) # query with output_fields=["*", float_vector)
@ -1287,7 +1287,7 @@ class TestQueryOperation(TestcaseBase):
3. query 3. query
expected: query result is correct expected: query result is correct
""" """
collection_w, vectors, binary_raw_vectors = self.init_collection_general(prefix, insert_data=True, is_index=True)[0:3] collection_w, vectors, binary_raw_vectors = self.init_collection_general(prefix, insert_data=True, is_index=False)[0:3]
default_field_name = ct.default_float_vec_field_name default_field_name = ct.default_float_vec_field_name
collection_w.create_index(default_field_name, default_index_params) collection_w.create_index(default_field_name, default_index_params)
@ -1354,7 +1354,7 @@ class TestQueryOperation(TestcaseBase):
method: create index and specify vec field as output field method: create index and specify vec field as output field
expected: return primary field and vec field expected: return primary field and vec field
""" """
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_binary=True, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_binary=True, is_index=False)[0:2]
fields = [ct.default_int64_field_name, ct.default_binary_vec_field_name] fields = [ct.default_int64_field_name, ct.default_binary_vec_field_name]
collection_w.create_index(ct.default_binary_vec_field_name, binary_index_params) collection_w.create_index(ct.default_binary_vec_field_name, binary_index_params)
assert collection_w.has_index()[0] assert collection_w.has_index()[0]
@ -1538,7 +1538,7 @@ class TestqueryString(TestcaseBase):
method: query string expr with binary method: query string expr with binary
expected: verify query successfully expected: verify query successfully
""" """
collection_w, vectors= self.init_collection_general(prefix, insert_data=True, is_binary=True, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_binary=True, is_index=False)[0:2]
collection_w.create_index(ct.default_binary_vec_field_name, binary_index_params) collection_w.create_index(ct.default_binary_vec_field_name, binary_index_params)
collection_w.load() collection_w.load()
assert collection_w.has_index()[0] assert collection_w.has_index()[0]
@ -1685,7 +1685,7 @@ class TestqueryString(TestcaseBase):
expected: query successfully expected: query successfully
""" """
# 1. create a collection # 1. create a collection
collection_w, vectors = self.init_collection_general(prefix, insert_data=False, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=False, is_index=False)[0:2]
nb = 3000 nb = 3000
df = cf.gen_default_list_data(nb) df = cf.gen_default_list_data(nb)
@ -1712,7 +1712,7 @@ class TestqueryString(TestcaseBase):
method: create a collection and build diskann index method: create a collection and build diskann index
expected: verify query result expected: verify query result
""" """
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, is_index=False)[0:2]
collection_w.create_index(ct.default_float_vec_field_name, ct.default_diskann_index) collection_w.create_index(ct.default_float_vec_field_name, ct.default_diskann_index)
assert collection_w.has_index()[0] assert collection_w.has_index()[0]
@ -1731,7 +1731,7 @@ class TestqueryString(TestcaseBase):
method: create a collection with string pk and build diskann index method: create a collection with string pk and build diskann index
expected: verify query result expected: verify query result
""" """
collection_w, vectors = self.init_collection_general(prefix, insert_data=True, primary_field=ct.default_string_field_name, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=True, primary_field=ct.default_string_field_name, is_index=False)[0:2]
collection_w.create_index(ct.default_float_vec_field_name, ct.default_diskann_index) collection_w.create_index(ct.default_float_vec_field_name, ct.default_diskann_index)
assert collection_w.has_index()[0] assert collection_w.has_index()[0]
collection_w.load() collection_w.load()
@ -1750,7 +1750,7 @@ class TestqueryString(TestcaseBase):
expected: query successfully expected: query successfully
""" """
# 1. create a collection # 1. create a collection
collection_w, vectors = self.init_collection_general(prefix, insert_data=False, is_index=True)[0:2] collection_w, vectors = self.init_collection_general(prefix, insert_data=False, is_index=False)[0:2]
nb = 3000 nb = 3000
df = cf.gen_default_list_data(nb) df = cf.gen_default_list_data(nb)

111
tests/python_client/testcases/test_search.py
View File

@ -312,7 +312,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
pytest.skip("skip in FLAT index") pytest.skip("skip in FLAT index")
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, 5000, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, 5000,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create index and load # 2. create index and load
default_index = {"index_type": index, "params": params, "metric_type": "L2"} default_index = {"index_type": index, "params": params, "metric_type": "L2"}
collection_w.create_index("float_vector", default_index) collection_w.create_index("float_vector", default_index)
@ -340,7 +340,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
expected: raise exception and report the error expected: raise exception and report the error
""" """
# 1. initialize with data # 1. initialize with data
collection_w = self.init_collection_general(prefix, True, 3000, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, 3000, is_index=False)[0]
# 2. create annoy index and load # 2. create annoy index and load
index_annoy = {"index_type": "ANNOY", "params": {"n_trees": 512}, "metric_type": "L2"} index_annoy = {"index_type": "ANNOY", "params": {"n_trees": 512}, "metric_type": "L2"}
collection_w.create_index("float_vector", index_annoy) collection_w.create_index("float_vector", index_annoy)
@ -502,7 +502,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
dim = 8 dim = 8
collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True,
nb, dim=dim, nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}} index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}}
collection_w.create_index("float_vector", index_param) collection_w.create_index("float_vector", index_param)
collection_w.load() collection_w.load()
@ -586,7 +586,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
partition_num = 1 partition_num = 1
collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, 10, partition_num, is_index=False)[0]
collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index) collection_w.create_index(ct.default_float_vec_field_name, index_params=ct.default_flat_index)
par = collection_w.partitions par = collection_w.partitions
par_name = par[partition_num].name par_name = par[partition_num].name
@ -689,7 +689,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
partition_num = 1 partition_num = 1
collection_w = self.init_collection_general(prefix, True, 1000, partition_num, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, 1000, partition_num, is_index=False)[0]
# 2. delete partitions # 2. delete partitions
log.info("test_search_partition_deleted: deleting a partition") log.info("test_search_partition_deleted: deleting a partition")
par = collection_w.partitions par = collection_w.partitions
@ -720,7 +720,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, 5000, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, 5000,
partition_num=1, partition_num=1,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create different index # 2. create different index
if params.get("m"): if params.get("m"):
if (default_dim % params["m"]) != 0: if (default_dim % params["m"]) != 0:
@ -748,7 +748,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
expected: raise exception and report the error expected: raise exception and report the error
""" """
# 1. initialize with data # 1. initialize with data
collection_w = self.init_collection_general(prefix, True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_index=False)[0]
# 2. create index # 2. create index
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
collection_w.create_index("float_vector", default_index) collection_w.create_index("float_vector", default_index)
@ -769,7 +769,7 @@ class TestCollectionSearchInvalid(TestcaseBase):
expected: raise exception and report the error expected: raise exception and report the error
""" """
# 1. initialize with binary data # 1. initialize with binary data
collection_w = self.init_collection_general(prefix, True, is_binary=True, is_index=True)[0] collection_w = self.init_collection_general(prefix, True, is_binary=True, is_index=False)[0]
# 2. create index # 2. create index
default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"} default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"}
collection_w.create_index("binary_vector", default_index) collection_w.create_index("binary_vector", default_index)
@ -1316,7 +1316,7 @@ class TestCollectionSearch(TestcaseBase):
""" """
# 1. connect, create collection and insert data # 1. connect, create collection and insert data
self._connect() self._connect()
collection_w = self.init_collection_general(prefix, False, dim=dim, is_index=True)[0] collection_w = self.init_collection_general(prefix, False, dim=dim, is_index=False)[0]
dataframe = cf.gen_default_dataframe_data(dim=dim, start=-1500) dataframe = cf.gen_default_dataframe_data(dim=dim, start=-1500)
collection_w.insert(dataframe) collection_w.insert(dataframe)
@ -1447,7 +1447,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
HNSW_index_params = {"M": M, "efConstruction": efConstruction} HNSW_index_params = {"M": M, "efConstruction": efConstruction}
HNSW_index = {"index_type": "HNSW", "params": HNSW_index_params, "metric_type": "L2"} HNSW_index = {"index_type": "HNSW", "params": HNSW_index_params, "metric_type": "L2"}
collection_w.create_index("float_vector", HNSW_index) collection_w.create_index("float_vector", HNSW_index)
@ -1480,7 +1480,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
HNSW_index_params = {"M": M, "efConstruction": efConstruction} HNSW_index_params = {"M": M, "efConstruction": efConstruction}
HNSW_index = {"index_type": "HNSW", "params": HNSW_index_params, "metric_type": "L2"} HNSW_index = {"index_type": "HNSW", "params": HNSW_index_params, "metric_type": "L2"}
collection_w.create_index("float_vector", HNSW_index) collection_w.create_index("float_vector", HNSW_index)
@ -1511,7 +1511,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
# 2. create index and load # 2. create index and load
if params.get("m"): if params.get("m"):
if (dim % params["m"]) != 0: if (dim % params["m"]) != 0:
@ -1551,7 +1551,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=min_dim, is_index=True)[0:5] dim=min_dim, is_index=False)[0:5]
# 2. create index and load # 2. create index and load
if params.get("m"): if params.get("m"):
params["m"] = min_dim params["m"] = min_dim
@ -1589,7 +1589,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 5000,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
# 2. create different index # 2. create different index
if params.get("m"): if params.get("m"):
if (dim % params["m"]) != 0: if (dim % params["m"]) != 0:
@ -1709,7 +1709,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nb, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nb,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
is_index=True)[0:5] is_index=False)[0:5]
# 2. create index # 2. create index
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
@ -1746,7 +1746,7 @@ class TestCollectionSearch(TestcaseBase):
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create index # 2. create index
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
@ -1781,7 +1781,7 @@ class TestCollectionSearch(TestcaseBase):
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create index # 2. create index
nlist = 128 nlist = 128
@ -1816,7 +1816,7 @@ class TestCollectionSearch(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w = self.init_collection_general(prefix, True, auto_id=auto_id, collection_w = self.init_collection_general(prefix, True, auto_id=auto_id,
dim=dim, is_index=True)[0] dim=dim, is_index=False)[0]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create empty partition # 2. create empty partition
partition_name = "search_partition_empty" partition_name = "search_partition_empty"
@ -1853,7 +1853,7 @@ class TestCollectionSearch(TestcaseBase):
is_binary=True, is_binary=True,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True, is_index=False,
is_flush=is_flush)[0:5] is_flush=is_flush)[0:5]
# 2. create index # 2. create index
default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "JACCARD"} default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "JACCARD"}
@ -1892,7 +1892,7 @@ class TestCollectionSearch(TestcaseBase):
is_binary=True, is_binary=True,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True, is_index=False,
is_flush=is_flush)[0:4] is_flush=is_flush)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "HAMMING"} default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "HAMMING"}
@ -1931,7 +1931,7 @@ class TestCollectionSearch(TestcaseBase):
is_binary=True, is_binary=True,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True, is_index=False,
is_flush=is_flush)[0:4] is_flush=is_flush)[0:4]
log.info("auto_id= %s, _async= %s" % (auto_id, _async)) log.info("auto_id= %s, _async= %s" % (auto_id, _async))
# 2. create index # 2. create index
@ -1974,7 +1974,7 @@ class TestCollectionSearch(TestcaseBase):
dim = 8 dim = 8
collection_w, _, binary_raw_vector, insert_ids, time_stamp \ collection_w, _, binary_raw_vector, insert_ids, time_stamp \
= self.init_collection_general(prefix, True, default_nb, is_binary=True, auto_id=auto_id, = self.init_collection_general(prefix, True, default_nb, is_binary=True, auto_id=auto_id,
dim=dim, is_index=True, is_flush=is_flush)[0:5] dim=dim, is_index=False, is_flush=is_flush)[0:5]
# 2. create index # 2. create index
default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "SUBSTRUCTURE"} default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "SUBSTRUCTURE"}
collection_w.create_index("binary_vector", default_index) collection_w.create_index("binary_vector", default_index)
@ -2010,7 +2010,7 @@ class TestCollectionSearch(TestcaseBase):
dim = 8 dim = 8
collection_w, _, binary_raw_vector, insert_ids, time_stamp \ collection_w, _, binary_raw_vector, insert_ids, time_stamp \
= self.init_collection_general(prefix, True, default_nb, is_binary=True, auto_id=auto_id, = self.init_collection_general(prefix, True, default_nb, is_binary=True, auto_id=auto_id,
dim=dim, is_index=True, is_flush=is_flush)[0:5] dim=dim, is_index=False, is_flush=is_flush)[0:5]
# 2. create index # 2. create index
default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "SUPERSTRUCTURE"} default_index = {"index_type": index, "params": {"nlist": 128}, "metric_type": "SUPERSTRUCTURE"}
collection_w.create_index("binary_vector", default_index) collection_w.create_index("binary_vector", default_index)
@ -2122,7 +2122,7 @@ class TestCollectionSearch(TestcaseBase):
nb = 1000 nb = 1000
collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True,
nb, dim=dim, nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# filter result with expression in collection # filter result with expression in collection
_vectors = _vectors[0] _vectors = _vectors[0]
@ -2172,7 +2172,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, nb, collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, nb,
is_all_data_type=True, is_all_data_type=True,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:4] dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}} index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}}
@ -2225,7 +2225,7 @@ class TestCollectionSearch(TestcaseBase):
collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, nb, collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, nb,
auto_id=True, auto_id=True,
dim=dim, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# filter result with expression in collection # filter result with expression in collection
_vectors = _vectors[0] _vectors = _vectors[0]
@ -2606,7 +2606,7 @@ class TestCollectionSearch(TestcaseBase):
nb = 10000 nb = 10000
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True,
nb, dim=dim, nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create index # 2. create index
@ -2640,7 +2640,7 @@ class TestCollectionSearch(TestcaseBase):
nb = 10000 nb = 10000
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True,
nb, dim=dim, nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create index # 2. create index
@ -2918,7 +2918,7 @@ class TestCollectionSearch(TestcaseBase):
self._connect() self._connect()
collection_w, _, _, insert_ids = self.init_collection_general(prefix, False, nb, collection_w, _, _, insert_ids = self.init_collection_general(prefix, False, nb,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:4] dim=dim, is_index=False)[0:4]
collection_w.create_partition(partition_name) collection_w.create_partition(partition_name)
insert_ids = cf.insert_data(collection_w, nb, auto_id=auto_id, dim=dim)[3] insert_ids = cf.insert_data(collection_w, nb, auto_id=auto_id, dim=dim)[3]
collection_w.create_index(default_search_field, default_index_params, index_name=index_name) collection_w.create_index(default_search_field, default_index_params, index_name=index_name)
@ -2998,7 +2998,7 @@ class TestSearchBase(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
partition_num=1, partition_num=1,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create patition # 2. create patition
partition_name = "search_partition_empty" partition_name = "search_partition_empty"
@ -3047,7 +3047,7 @@ class TestSearchBase(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
partition_num=1, partition_num=1,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create patition # 2. create patition
partition_name = ct.default_partition_name partition_name = ct.default_partition_name
@ -3080,7 +3080,7 @@ class TestSearchBase(TestcaseBase):
dim = ct.default_dim dim = ct.default_dim
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create ip index # 2. create ip index
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "IP"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "IP"}
@ -3107,7 +3107,7 @@ class TestSearchBase(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create ip index # 2. create ip index
default_index = {"index_type": index, "params": params, "metric_type": "IP"} default_index = {"index_type": index, "params": params, "metric_type": "IP"}
@ -3164,7 +3164,7 @@ class TestSearchBase(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
partition_num=1, partition_num=1,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create patition # 2. create patition
partition_name = "search_partition_empty" partition_name = "search_partition_empty"
@ -3207,7 +3207,7 @@ class TestSearchBase(TestcaseBase):
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, nq,
partition_num=1, partition_num=1,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
vectors = [[random.random() for _ in range(dim)] for _ in range(nq)] vectors = [[random.random() for _ in range(dim)] for _ in range(nq)]
# 2. create patition # 2. create patition
par_name = collection_w.partitions[0].name par_name = collection_w.partitions[0].name
@ -3481,7 +3481,7 @@ class TestsearchString(TestcaseBase):
nb = 1000 nb = 1000
collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _vectors, _, insert_ids = self.init_collection_general(prefix, True,
nb, dim=dim, nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# filter result with expression in collection # filter result with expression in collection
_vectors = _vectors[0] _vectors = _vectors[0]
@ -3532,7 +3532,7 @@ class TestsearchString(TestcaseBase):
collection_w, _, binary_raw_vector, insert_ids = self.init_collection_general(prefix, True, 2, collection_w, _, binary_raw_vector, insert_ids = self.init_collection_general(prefix, True, 2,
is_binary=True, is_binary=True,
dim=dim, dim=dim,
is_index=True, is_index=False,
primary_field=ct.default_string_field_name)[0:4] primary_field=ct.default_string_field_name)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"} default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"}
@ -3567,7 +3567,7 @@ class TestsearchString(TestcaseBase):
is_binary=True, is_binary=True,
auto_id=auto_id, auto_id=auto_id,
dim=dim, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"} default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"}
collection_w.create_index("binary_vector", default_index) collection_w.create_index("binary_vector", default_index)
@ -3596,7 +3596,7 @@ class TestsearchString(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_binary=True, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_binary=True, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"} default_index = {"index_type": "BIN_IVF_FLAT", "params": {"nlist": 128}, "metric_type": "JACCARD"}
collection_w.create_index("binary_vector", default_index) collection_w.create_index("binary_vector", default_index)
@ -3629,10 +3629,10 @@ class TestsearchString(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=default_dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=default_dim, is_index=False)[0:4]
index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}} index_param = {"index_type": "IVF_FLAT", "metric_type": "L2", "params": {"nlist": 100}}
collection_w.create_index("float_vector", index_param, index_name="a") collection_w.create_index("float_vector", index_param, index_name="a")
index_param_two ={} index_param_two = {}
collection_w.create_index("varchar", index_param_two, index_name="b") collection_w.create_index("varchar", index_param_two, index_name="b")
collection_w.load() collection_w.load()
# 2. search # 2. search
@ -3665,12 +3665,12 @@ class TestsearchString(TestcaseBase):
# create collection, insert tmp_nb, flush and load # create collection, insert tmp_nb, flush and load
collection_w, vectors, _, insert_ids = self.init_collection_general(prefix, insert_data=True, collection_w, vectors, _, insert_ids = self.init_collection_general(prefix, insert_data=True,
primary_field=ct.default_string_field_name, primary_field=ct.default_string_field_name,
is_index=True)[0:4] is_index=False)[0:4]
# create index # create index
index_params_one = {"index_type": "IVF_SQ8", "metric_type": "L2", "params": {"nlist": 64}} index_params_one = {"index_type": "IVF_SQ8", "metric_type": "L2", "params": {"nlist": 64}}
collection_w.create_index(ct.default_float_vec_field_name, index_params_one, index_name=index_name1) collection_w.create_index(ct.default_float_vec_field_name, index_params_one, index_name=index_name1)
index_params_two ={} index_params_two = {}
collection_w.create_index(ct.default_string_field_name, index_params=index_params_two, index_name=index_name2) collection_w.create_index(ct.default_string_field_name, index_params=index_params_two, index_name=index_name2)
assert collection_w.has_index(index_name=index_name2) assert collection_w.has_index(index_name=index_name2)
@ -3745,7 +3745,7 @@ class TestsearchString(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, _= \ collection_w, _, _, _= \
self.init_collection_general(prefix, False, primary_field=ct.default_int64_field_name, is_index=True)[0:4] self.init_collection_general(prefix, False, primary_field=ct.default_int64_field_name, is_index=False)[0:4]
nb = 3000 nb = 3000
data = cf.gen_default_list_data(nb) data = cf.gen_default_list_data(nb)
@ -4010,7 +4010,7 @@ class TestsearchPagination(TestcaseBase):
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
is_index=True)[0:4] is_index=False)[0:4]
vectors = [[random.random() for _ in range(default_dim)] for _ in range(default_nq)] vectors = [[random.random() for _ in range(default_dim)] for _ in range(default_nq)]
# 2. create index # 2. create index
default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"} default_index = {"index_type": "IVF_FLAT", "params": {"nlist": 128}, "metric_type": "L2"}
@ -4174,7 +4174,7 @@ class TestsearchPagination(TestcaseBase):
collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 1000, collection_w, _, _, insert_ids, time_stamp = self.init_collection_general(prefix, True, 1000,
partition_num=1, partition_num=1,
auto_id=auto_id, auto_id=auto_id,
dim=dim, is_index=True)[0:5] dim=dim, is_index=False)[0:5]
# 2. create index and load # 2. create index and load
if params.get("m"): if params.get("m"):
if (dim % params["m"]) != 0: if (dim % params["m"]) != 0:
@ -4300,7 +4300,7 @@ class TestsearchDiskann(TestcaseBase):
nb = 2000 nb = 2000
collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, auto_id=auto_id, collection_w, _, _, insert_ids = self.init_collection_general(prefix, True, auto_id=auto_id,
nb=nb, dim=dim, nb=nb, dim=dim,
is_index=True)[0:4] is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
@ -4338,7 +4338,7 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)
@ -4369,7 +4369,7 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)
@ -4400,7 +4400,7 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)
@ -4428,7 +4428,7 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, insert_ids = \ collection_w, _, _, insert_ids = \
self.init_collection_general(prefix, True, auto_id=False, dim=dim, is_index=True, primary_field=ct.default_string_field_name)[0:4] self.init_collection_general(prefix, True, auto_id=False, dim=dim, is_index=False, primary_field=ct.default_string_field_name)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)
@ -4460,7 +4460,7 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, ids = \ collection_w, _, _, ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)
@ -4502,9 +4502,9 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, ids = \ collection_w, _, _, ids = \
self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=True)[0:4] self.init_collection_general(prefix, True, auto_id=auto_id, dim=dim, is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "DISKANN", "metric_type":"L2", "params": {}} default_index = {"index_type": "DISKANN", "metric_type": "L2", "params": {}}
collection_w.create_index(ct.default_float_vec_field_name, default_index, index_name=index_name1) collection_w.create_index(ct.default_float_vec_field_name, default_index, index_name=index_name1)
index_params_one = {} index_params_one = {}
collection_w.create_index("float", index_params_one, index_name="a") collection_w.create_index("float", index_params_one, index_name="a")
@ -4548,7 +4548,8 @@ class TestsearchDiskann(TestcaseBase):
""" """
# 1. initialize with data # 1. initialize with data
collection_w, _, _, ids = \ collection_w, _, _, ids = \
self.init_collection_general(prefix, True, dim=dim, primary_field=ct.default_string_field_name, is_index=True)[0:4] self.init_collection_general(prefix, True, dim=dim, primary_field=ct.default_string_field_name,
is_index=False)[0:4]
# 2. create index # 2. create index
default_index = {"index_type": "IVF_SQ8", "metric_type": "L2", "params": {"nlist": 64}} default_index = {"index_type": "IVF_SQ8", "metric_type": "L2", "params": {"nlist": 64}}
collection_w.create_index(ct.default_float_vec_field_name, default_index) collection_w.create_index(ct.default_float_vec_field_name, default_index)