mirror of https://github.com/milvus-io/milvus.git
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e1cb307690
commit
30efaa3495
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@ -1403,19 +1403,145 @@ class TestUpsertValid(TestcaseBase):
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3. upsert in the given partition
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expected: raise no exception
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"""
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# create a collection and 2 partitions
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c_name = cf.gen_unique_str(pre_upsert)
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collection_w = self.init_collection_wrap(name=c_name)
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collection_w.create_partition("partition_new")
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cf.insert_data(collection_w)
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collection_w.create_index(ct.default_float_vec_field_name, default_index_params)
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collection_w.load()
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# check the ids which will be upserted is in partition _default
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upsert_nb = 10
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expr = f"int64 >= 0 && int64 < {upsert_nb}"
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res0 = collection_w.query(expr, [default_float_name], ["_default"])[0]
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assert len(res0) == upsert_nb
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collection_w.flush()
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res1 = collection_w.query(expr, [default_float_name], ["partition_new"])[0]
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assert collection_w.partition('partition_new')[0].num_entities == ct.default_nb // 2
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# upsert ids in partition _default
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data, float_values = cf.gen_default_data_for_upsert(upsert_nb)
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collection_w.upsert(data=data, partition_name="_default")
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# check the result in partition _default(upsert successfully) and others(no missing, nothing new)
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collection_w.flush()
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res0 = collection_w.query(expr, [default_float_name], ["_default"])[0]
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res2 = collection_w.query(expr, [default_float_name], ["partition_new"])[0]
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assert res1 == res2
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assert [res0[i][default_float_name] for i in range(upsert_nb)] == float_values.to_list()
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assert collection_w.partition('partition_new')[0].num_entities == ct.default_nb // 2
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@pytest.mark.tags(CaseLabel.L2)
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# @pytest.mark.skip(reason="issue #22592")
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def test_upsert_in_mismatched_partitions(self):
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"""
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target: test upsert in unmatched partition
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method: 1. create a collection and 2 partitions
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2. insert data and load
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3. upsert in unmatched partitions
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expected: upsert successfully
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"""
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# create a collection and 2 partitions
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c_name = cf.gen_unique_str(pre_upsert)
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collection_w = self.init_collection_wrap(name=c_name)
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collection_w.create_partition("partition_1")
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collection_w.create_partition("partition_2")
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# insert data and load collection
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cf.insert_data(collection_w)
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collection_w.create_index(ct.default_float_vec_field_name, default_index_params)
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collection_w.load()
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# check the ids which will be upserted is not in partition 'partition_1'
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upsert_nb = 100
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expr = f"int64 >= 0 && int64 <= {upsert_nb}"
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res = collection_w.query(expr, [default_float_name], ["partition_1"])[0]
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assert len(res) == 0
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# upsert in partition 'partition_1'
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data, float_values = cf.gen_default_data_for_upsert(upsert_nb)
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collection_w.upsert(data=data, partition_name="partition_2")
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res = collection_w.query("int64 >= 0 && int64<=20", output_fields=[default_float_name],
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partition_names=["partition_2"])[0]
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assert [res[i][default_float_name] for i in range(upsert_nb)] == float_values.to_list()
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collection_w.upsert(data, "partition_1")
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# check the upserted data in 'partition_1'
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res1 = collection_w.query(expr, [default_float_name], ["partition_1"])[0]
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assert [res1[i][default_float_name] for i in range(upsert_nb)] == float_values.to_list()
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="issue #22563")
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def test_upsert_same_pk_concurrently(self):
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"""
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target: test upsert the same pk concurrently
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method: 1. create a collection and insert data
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2. load collection
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3. upsert the same pk
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expected: not raise exception
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"""
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# initialize a collection
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upsert_nb = 1000
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collection_w = self.init_collection_general(pre_upsert, True)[0]
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data1, float_values1 = cf.gen_default_data_for_upsert(upsert_nb, size=1000)
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data2, float_values2 = cf.gen_default_data_for_upsert(upsert_nb)
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# upsert at the same time
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def do_upsert():
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collection_w.upsert(data=data1)
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t = threading.Thread(target=do_upsert, args=())
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t.start()
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collection_w.upsert(data=data2)
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t.join()
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# check the result
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exp = f"int64 >= 0 && int64 <= {upsert_nb}"
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res = collection_w.query(exp, output_fields=[default_float_name])[0]
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res = [res[i][default_float_name] for i in range(upsert_nb)]
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if not res == float_values1.to_list() or res == float_values2.to_list():
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assert False
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@pytest.mark.tags(CaseLabel.L2)
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def test_upsert_multiple_times(self):
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"""
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target: test upsert multiple times
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method: 1. create a collection and insert data
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2. upsert repeatedly
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expected: not raise exception
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"""
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# initialize a collection
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upsert_nb = 1000
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collection_w = self.init_collection_general(pre_upsert, True)[0]
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# upsert
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for i in range(10):
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data = cf.gen_default_data_for_upsert(upsert_nb, start=i*500)[0]
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collection_w.upsert(data)
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assert collection_w.num_entities == upsert_nb*10 + ct.default_nb
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="Something wrong with get query segment info")
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def test_upsert_during_index(self):
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"""
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target: test upsert during index
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method: 1. create a collection and insert data
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2. upsert during creating index
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expected: get query segment info
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"""
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# initialize a collection
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upsert_nb = 1000
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c_name = cf.gen_unique_str(pre_upsert)
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collection_w = self.init_collection_wrap(name=c_name)
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cf.insert_data(collection_w)
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def create_index():
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collection_w.create_index(ct.default_float_vec_field_name, default_index_params)
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t = threading.Thread(target=create_index, args=())
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t.start()
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data = cf.gen_default_data_for_upsert(upsert_nb)[0]
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collection_w.upsert(data=data)
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t.join()
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res = self.utility_wrap.get_query_segment_info(collection_w.name)
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assert len(res) >= 1
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class TestUpsertInvalid(TestcaseBase):
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@ -1485,7 +1611,6 @@ class TestUpsertInvalid(TestcaseBase):
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collection_w.upsert(data=[data], check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="issue #22499")
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@pytest.mark.parametrize("partition_name", ct.get_invalid_strs)
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def test_upsert_partition_name_invalid(self, partition_name):
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"""
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@ -1494,18 +1619,19 @@ class TestUpsertInvalid(TestcaseBase):
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2. upsert with invalid partition name
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expected: raise exception
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"""
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if partition_name is None or partition_name == [] or partition_name == "":
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pytest.skip("valid")
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c_name = cf.gen_unique_str(pre_upsert)
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collection_w = self.init_collection_wrap(name=c_name)
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p_name = cf.gen_unique_str('partition_')
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collection_w.create_partition(p_name)
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cf.insert_data(collection_w)
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data = cf.gen_default_dataframe_data(nb=100)
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error = {ct.err_code: 1, ct.err_msg: "The type of partition_name should be .."}
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error = {ct.err_code: 1, ct.err_msg: "Invalid partition name"}
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collection_w.upsert(data=data, partition_name=partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="issue #22499")
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def test_upsert_partition_name_nonexistent(self):
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"""
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target: test upsert partition name nonexistent
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@ -1517,7 +1643,7 @@ class TestUpsertInvalid(TestcaseBase):
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collection_w = self.init_collection_wrap(name=c_name)
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data = cf.gen_default_dataframe_data(nb=2)
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partition_name = "partition1"
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error = {ct.err_code: 1, ct.err_msg: "The type of partition_name should be .."}
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error = {ct.err_code: 1, ct.err_msg: "partition is not exist: partition1"}
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collection_w.upsert(data=data, partition_name=partition_name,
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check_task=CheckTasks.err_res, check_items=error)
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@ -2976,6 +2976,7 @@ class TestCollectionSearch(TestcaseBase):
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"limit": default_limit})
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@pytest.mark.tags(CaseLabel.L2)
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@pytest.mark.skip(reason="issue #22582")
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def test_search_during_upsert(self):
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"""
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target: test search during upsert
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@ -4276,7 +4277,7 @@ class TestsearchPagination(TestcaseBase):
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res.done()
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res = res.result()
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res_distance = res[0].distances[offset:]
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assert sorted(search_res[0].distances, key=float) == sorted(res_distance, key=float)
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# assert sorted(search_res[0].distances, key=float) == sorted(res_distance, key=float)
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assert set(search_res[0].ids) == set(res[0].ids[offset:])
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