wehub-resource-sync
142 lines
3.4 KiB
Python
142 lines
3.4 KiB
Python
# Copyright 2025-present the zvec project
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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import pytest
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from zvec import (
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DataType,
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IndexType,
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MetricType,
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QuantizeType,
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Status,
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StatusCode,
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)
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# ----------------------------
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# Enum Test Case
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# ----------------------------
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@pytest.mark.parametrize(
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"member, name",
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[
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(DataType.FLOAT, "FLOAT"),
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(IndexType.HNSW, "HNSW"),
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(MetricType.COSINE, "COSINE"),
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(QuantizeType.INT8, "INT8"),
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(StatusCode.OK, "OK"),
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],
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)
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def test_enum_names(member, name):
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assert member.name == name
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@pytest.mark.parametrize(
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"member, value",
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[
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(DataType.FLOAT, 8),
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(IndexType.HNSW, 1),
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(MetricType.COSINE, 3),
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(QuantizeType.INT8, 2),
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(StatusCode.OK, 0),
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],
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)
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def test_enum_values(member, value):
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assert member.value == value
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@pytest.mark.parametrize("member", ["L2", "IP", "COSINE"])
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def test_metric_type_has_member(member):
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assert member in MetricType.__members__
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@pytest.mark.parametrize(
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"member",
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[
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"STRING",
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"BOOL",
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"INT32",
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"INT64",
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"FLOAT",
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"DOUBLE",
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"UINT32",
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"UINT64",
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"VECTOR_FP16",
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"VECTOR_FP32",
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"VECTOR_FP64",
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"VECTOR_INT8",
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"SPARSE_VECTOR_FP32",
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"SPARSE_VECTOR_FP16",
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"ARRAY_STRING",
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"ARRAY_INT32",
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"ARRAY_INT64",
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"ARRAY_FLOAT",
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"ARRAY_DOUBLE",
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"ARRAY_BOOL",
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"ARRAY_UINT32",
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"ARRAY_UINT64",
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],
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)
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def test_data_type_has_member(member):
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assert member in DataType.__members__
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@pytest.mark.parametrize("member", ["HNSW", "IVF", "FLAT", "INVERT"])
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def test_index_type_has_member(member):
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assert member in IndexType.__members__
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@pytest.mark.parametrize("member", ["FP16", "INT8", "INT4", "UNDEFINED"])
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def test_quantize_type_has_member(member):
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assert member in QuantizeType.__members__
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@pytest.mark.parametrize(
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"member",
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[
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"OK",
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"UNKNOWN",
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"NOT_FOUND",
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"ALREADY_EXISTS",
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"INVALID_ARGUMENT",
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"PERMISSION_DENIED",
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"FAILED_PRECONDITION",
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"RESOURCE_EXHAUSTED",
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"UNAVAILABLE",
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"INTERNAL_ERROR",
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"NOT_SUPPORTED",
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],
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)
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def test_status_code_has_member(member):
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assert member in StatusCode.__members__
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# ----------------------------
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# Status Test Case
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# ----------------------------
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class TestStatus:
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def test_status_code(self):
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status = Status(StatusCode.OK)
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assert status.code() == StatusCode.OK
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def test_status_message(self):
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status = Status(StatusCode.OK, "OK")
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assert status.message() == "OK"
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status = Status(StatusCode.NOT_FOUND, "Not Found")
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assert status.message() == "Not Found"
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def test_status_ok(self):
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status = Status(StatusCode.OK)
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assert status.ok()
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