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test: add test case for bulkwriter
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
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zhuwenxing committed Jun 17, 2024
1 parent a963afa commit f8e4c8e
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Showing 4 changed files with 457 additions and 85 deletions.
16 changes: 8 additions & 8 deletions tests/python_client/common/bulk_insert_data.py
Original file line number Diff line number Diff line change
Expand Up @@ -24,13 +24,13 @@
class DataField:
pk_field = "uid"
vec_field = "vectors"
float_vec_field = "float_vectors"
float_vec_field = "float32_vectors"
sparse_vec_field = "sparse_vectors"
image_float_vec_field = "image_float_vec_field"
text_float_vec_field = "text_float_vec_field"
binary_vec_field = "binary_vec_field"
bf16_vec_field = "bf16_vec_field"
fp16_vec_field = "fp16_vec_field"
bf16_vec_field = "brain_float16_vec_field"
fp16_vec_field = "float16_vec_field"
int_field = "int_scalar"
string_field = "string_scalar"
bool_field = "bool_scalar"
Expand Down Expand Up @@ -504,16 +504,16 @@ def gen_data_by_data_field(data_field, rows, start=0, float_vector=True, dim=128
data = []
if rows > 0:
if "vec" in data_field:
if "float" in data_field:
if "float" in data_field and "16" not in data_field:
data = gen_vectors(float_vector=True, rows=rows, dim=dim)
data = pd.Series([np.array(x, dtype=np.dtype("float32")) for x in data])
elif "sparse" in data_field:
data = gen_sparse_vectors(rows, sparse_format=sparse_format)
data = pd.Series([json.dumps(x) for x in data], dtype=np.dtype("str"))
elif "fp16" in data_field:
elif "float16" in data_field:
data = gen_fp16_vectors(rows, dim)[1]
data = pd.Series([np.array(x, dtype=np.dtype("uint8")) for x in data])
elif "bf16" in data_field:
elif "brain_float16" in data_field:
data = gen_bf16_vectors(rows, dim)[1]
data = pd.Series([np.array(x, dtype=np.dtype("uint8")) for x in data])
elif "binary" in data_field:
Expand Down Expand Up @@ -758,10 +758,10 @@ def gen_npy_files(float_vector, rows, dim, data_fields, file_size=None, file_num
if "binary" in data_field:
float_vector = False
vector_type = "binary"
if "bf16" in data_field:
if "brain_float16" in data_field:
float_vector = True
vector_type = "bf16"
if "fp16" in data_field:
if "float16" in data_field:
float_vector = True
vector_type = "fp16"

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