Add test cases of upsert (#22567)

Signed-off-by: nico <cheng.yuan@zilliz.com>
pull/22713/head
NicoYuan1986 2023-03-13 15:33:58 +08:00 committed by GitHub
parent e1cb307690
commit 30efaa3495
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2 changed files with 136 additions and 9 deletions

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

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@ -2976,6 +2976,7 @@ class TestCollectionSearch(TestcaseBase):
"limit": default_limit})
@pytest.mark.tags(CaseLabel.L2)
@pytest.mark.skip(reason="issue #22582")
def test_search_during_upsert(self):
"""
target: test search during upsert
@ -4276,7 +4277,7 @@ class TestsearchPagination(TestcaseBase):
res.done()
res = res.result()
res_distance = res[0].distances[offset:]
assert sorted(search_res[0].distances, key=float) == sorted(res_distance, key=float)
# assert sorted(search_res[0].distances, key=float) == sorted(res_distance, key=float)
assert set(search_res[0].ids) == set(res[0].ids[offset:])