repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
openvino | src/bindings/python/tests/test_runtime/test_stateful.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import os
import pytest
from openvino import (
Core,
CompiledModel,
InferRequest,
Tensor,
compile_model,
)
from tests.utils.helpers import generate_model_with_memory
from o... | 99 | 3,594 |
openvino | src/bindings/python/tests/test_runtime/test_string_infer.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import (
CompiledModel,
InferRequest,
Model,
Type,
compile_model,
)
def create_string_compiled_model(shape):
... | 113 | 3,501 |
openvino | src/bindings/python/tests/test_runtime/test_experimental.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino.experimental import evaluate_as_partial_shape, evaluate_both_bounds, set_element_type, set_tensor_type
import pytest
from openvino import Shape, PartialShape, Dimension, Type
from openvino.op import... | 71 | 2,251 |
openvino | src/bindings/python/tests/test_runtime/test_input_node.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import numpy as np
from openvino import Input, RTMap
from openvino._pyopenvino import DescriptorTensor
import openvino.opset13 as ops
from openvino import Core, OVAny, Shape, PartialShape, Type, Tensor,... | 175 | 6,007 |
openvino | src/bindings/python/tests/test_runtime/test_memory_modes.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino import Tensor, Type
from openvino.op import Constant
from tests.utils.helpers import generate_image
@pytest.mark.parametrize(("cls", "cls_str"), [
(Tensor, "T... | 151 | 5,249 |
openvino | src/bindings/python/tests/test_runtime/test_compiled_model.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import pytest
import numpy as np
from tests.utils.helpers import (
get_relu_model,
generate_image,
tensor_from_bytes,
generate_model_and_image,
generate_concat_compiled_model,
ge... | 386 | 12,796 |
openvino | src/bindings/python/tests/test_runtime/test_dimension.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Dimension, Symbol
def test_dynamic_dimension():
dim = Dimension()
assert dim.is_dynamic
assert str(dim) == "?"
assert dim.to_string() == "?"
assert "<Dimension: ?>" in st... | 97 | 3,104 |
openvino | src/bindings/python/tests/test_runtime/test_ovdict.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import Core, CompiledModel, InferRequest, Model
from openvino import ConstOutput
from openvino.utils.data_helpers import OVDict
def ... | 259 | 7,911 |
openvino | src/bindings/python/tests/test_runtime/test_sync_infer_request.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from contextlib import nullcontext as does_not_raise
from copy import deepcopy
import numpy as np
import os
import pytest
import datetime
import openvino.properties as props
import openvino.opset13 as ops
from op... | 842 | 30,566 |
openvino | src/bindings/python/tests/test_runtime/test_properties.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import numpy as np
import os
from pathlib import Path
import openvino as ov
import openvino.properties as props
import openvino.properties.hint as hints
import openvino.properties.intel_cpu as intel... | 754 | 25,529 |
openvino | src/bindings/python/tests/test_runtime/test_async_infer_request.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from collections.abc import Iterable
from copy import deepcopy
import numpy as np
import pytest
import time
import openvino.opset13 as ops
from openvino import (
Core,
InferRequest,
AsyncInferQueue,
... | 385 | 12,428 |
openvino | src/bindings/python/tests/test_runtime/test_tensor_string.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino as ov
import pytest
from enum import Enum
class DataGetter(Enum):
BYTES = 1
STRINGS = 2
def _check_tensor_string(tensor_data, test_data):
assert tensor_data.sha... | 300 | 10,871 |
openvino | src/bindings/python/tests/test_runtime/test_output_const_node.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from copy import copy, deepcopy
import openvino.opset13 as ops
from openvino import (
Shape,
PartialShape,
Type,
Core,
OVAny,
)
from openvino import (
ConstOutput,
Output... | 169 | 5,096 |
openvino | src/bindings/python/tests/test_runtime/test_output_node.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset13 as ops
from openvino import Type, Tensor, Symbol
import numpy as np
def test_output_replace(device):
param = ops.parameter([1, 64], Type.i64)
param.output(0).get_tensor().set_nam... | 54 | 1,628 |
openvino | src/bindings/python/tests/test_runtime/test_model.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import sys
import numpy as np
import pytest
import math
from contextlib import nullcontext as does_not_raise
from copy import copy
import tempfile
import openvino.opset13 as ops
from openvino import (
... | 955 | 36,664 |
openvino | src/bindings/python/tests/test_runtime/test_nogil.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import time
import pytest
import os
import io
import threading
import numpy as np
import openvino.properties as props
from openvino import Core, Model, AsyncInferQueue, PartialShape, Layout, serialize
from openvi... | 255 | 6,881 |
openvino | src/bindings/python/tests/test_runtime/subprocess_test_tensor.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from openvino import Tensor, Type
def test_run():
tensor = Tensor(np.random.randn(1, 3, 224, 224).astype(np.float32))
assert tensor.element_type == Type.f32
if __name__ == "__main__... | 17 | 338 |
openvino | src/bindings/python/tests/test_utils/test_data_dispatch.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import pytest
from copy import deepcopy
import numpy as np
from tests.utils.helpers import generate_add_compiled_model, generate_relu_compiled_model
from openvino import Core, Model, Type, Shape, Tenso... | 438 | 17,046 |
openvino | src/bindings/python/tests/test_utils/test_utils.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import os
import numpy as np
import openvino as ov
from pathlib import Path
from openvino.utils import deprecated, get_cmake_path, make_postponed_constant
from tests.utils.helpers import compare_mode... | 197 | 6,213 |
openvino | src/bindings/python/tests/utils/helpers.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import io
from typing import Union
import os
import sys
import numpy as np
import base64
import re
from sys import platform
from pathlib import Path
import openvino
from openvino import Model, Core, Shape, Tens... | 342 | 12,347 |
openvino | src/bindings/python/tests/test_graph/test_grouped_matmul.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type, PartialShape
from openvino.opset15 import parameter
import openvino.opset17 as ov
import pytest
@pytest.mark.parametrize(("a_shape", "b_shape", "out_shape"), [
((2, 4, 8), (2, 16, ... | 41 | 1,594 |
openvino | src/bindings/python/tests/test_graph/test_any.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import OVAny
import pytest
@pytest.mark.parametrize(("value", "data_type"), [
("test_string", str),
(2137, int),
(21.37, float),
(False, bool),
([1, 2, 3], list),
((1, 2, 3)... | 103 | 2,601 |
openvino | src/bindings/python/tests/test_graph/test_core.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import copy
import numpy as np
import pytest
from openvino import Dimension, Model, PartialShape, Shape
import openvino.opset13 as ov
def test_dimension():
dim = Dimension()
assert dim.is_dynamic
... | 471 | 14,612 |
openvino | src/bindings/python/tests/test_graph/test_ops_unary.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
import openvino.opset17 as ops_opset17
from openvino import Shape, Type
R_TOLERANCE = 1e-6 # global relative tolerance
@pytest.mark.parametrize(... | 244 | 7,441 |
openvino | src/bindings/python/tests/test_graph/test_roll.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset8 as ov
import numpy as np
def test_roll():
input_vals = np.reshape(np.arange(10), (2, 5))
input_tensor = ov.constant(input_vals)
input_shift = ov.constant(np.array([-10, 7], dty... | 19 | 610 |
openvino | src/bindings/python/tests/test_graph/test_string_tensor_pack.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type
import openvino.opset15 as ov
import pytest
@pytest.mark.parametrize(("dtype"), [
Type.i32,
Type.i64
])
@pytest.mark.parametrize(("indices_shape"), [
(4,),
(1, 3, 4),
... | 29 | 875 |
openvino | src/bindings/python/tests/test_graph/test_ops_result.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from openvino import PartialShape, Model, Type
import openvino.opset13 as ops
from openvino.op import Result
def test_result():
param = ops.parameter(PartialShape([1]), dtype=np.float32, ... | 29 | 925 |
openvino | src/bindings/python/tests/test_graph/test_ops_util_variable.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import PartialShape, Type
from openvino.op.util import VariableInfo, Variable
def test_info_as_property():
info = VariableInfo()
info.data_shape = PartialShape([1])
info.data_type = Typ... | 48 | 1,509 |
openvino | src/bindings/python/tests/test_graph/test_identity.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino.opset15 import parameter
from openvino.opset16 import identity
from openvino import PartialShape, Type
@pytest.mark.parametrize(
("input_shape", "expected_outp... | 32 | 1,021 |
openvino | src/bindings/python/tests/test_graph/test_idft.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type
import openvino.opset8 as ov
import numpy as np
import pytest
def get_data():
np.random.seed(202104)
return np.random.uniform(0, 1, (2, 10, 10, 2)).astype(np.float32)
def test... | 127 | 5,563 |
openvino | src/bindings/python/tests/test_graph/test_random_uniform.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ops
from openvino import Type
def test_random_uniform():
input_tensor = ops.constant(np.array([2, 4, 3], dtype=np.int32))
min_val = ops.constant(np.array([-2.... | 22 | 884 |
openvino | src/bindings/python/tests/test_graph/test_swish.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset8 as ov
from openvino import Shape, Type
@pytest.mark.parametrize(("beta"), [
[],
[ov.parameter(Shape([]), dtype=np.float32, name="beta")]])
def test... | 22 | 629 |
openvino | src/bindings/python/tests/test_graph/test_col2im.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type
import openvino.opset15 as ov
import numpy as np
import pytest
@pytest.mark.parametrize(("input_shape", "output_size", "kernel_size", "expected_shape", "params"), [
((3, 4), [2, 2],... | 28 | 1,191 |
openvino | src/bindings/python/tests/test_graph/test_constant.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino as ov
import openvino.opset13 as ops
from openvino import Type, PartialShape, Model, Strides, Tensor, compile_model
from openvino.op import Constant
from openvino.helpers import... | 799 | 23,666 |
openvino | src/bindings/python/tests/test_graph/test_sparse_fill_empty_rows.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type
from openvino.opset15 import parameter
import openvino.opset16 as ov
import pytest
@pytest.mark.parametrize("values_dtype", [
Type.f32,
Type.f16,
Type.i32
])
@pytest.mark.pa... | 43 | 1,583 |
openvino | src/bindings/python/tests/test_graph/test_preprocess.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import Core, Layout, Model, Shape, Tensor, Type
from openvino.utils.decorators import custom_preprocess_function
from openvino import... | 805 | 29,160 |
openvino | src/bindings/python/tests/test_graph/test_gather.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Tensor, Type
import openvino.opset8 as ov
import numpy as np
import pytest
@pytest.mark.parametrize(("input_shape", "indices", "axis", "expected_shape", "batch_dims"), [
((3, 3), (1, 2),... | 52 | 2,203 |
openvino | src/bindings/python/tests/test_graph/test_ops_multioutput.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
def test_split():
input_tensor = ov.constant(np.array([0, 1, 2, 3, 4, 5], dtype=np.int32))
axis = ov.constant(0, dtype=np.int64)
splits = 3
split... | 33 | 1,147 |
openvino | src/bindings/python/tests/test_graph/test_ops_scatter_nd_update.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino import PartialShape, Type
from openvino import opset4, opset15
scatter_version_opset = pytest.mark.parametrize("opset", [opset4, opset15])
@scatter_version_opset
... | 232 | 8,839 |
openvino | src/bindings/python/tests/test_graph/test_tensor_iterator.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
from openvino import Model, Shape
from openvino.op.util import (
InvariantInputDescription,
BodyOutputDescription,
SliceInputDescription,
MergedInpu... | 173 | 6,352 |
openvino | src/bindings/python/tests/test_graph/test_ops_matmul.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset8 as ov
@pytest.mark.parametrize(
("shape_a", "shape_b", "transpose_a", "transpose_b", "output_shape"),
[
# matrix, vector
([2, 4], ... | 36 | 1,180 |
openvino | src/bindings/python/tests/test_graph/test_type_info.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from openvino import Op
from openvino import DiscreteTypeInfo, Shape
import openvino.opset14 as ops
from openvino.utils.node_factory import NodeFactory
class CustomAdd(Op):
class_type_inf... | 80 | 2,476 |
openvino | src/bindings/python/tests/test_graph/test_pad.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ov
from openvino import Type
@pytest.mark.parametrize("pad_mode", [
"constant", "edge", "reflect", "symmetric",
])
def test_pad_mode(pad_mode):
... | 41 | 1,282 |
openvino | src/bindings/python/tests/test_graph/test_ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# flake8: noqa
import numpy as np
import pytest
from contextlib import nullcontext as does_not_raise
import openvino.opset8 as ov
from openvino import Shape, Type
from openvino import AxisSet
from openvino.op im... | 463 | 14,454 |
openvino | src/bindings/python/tests/test_graph/util.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
def count_ops_of_type(model, op_type):
count = 0
for op in model.get_ops():
if (type(op) is type(op_type)):
count += 1
return count
| 12 | 272 |
openvino | src/bindings/python/tests/test_graph/test_ops_embedding.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino import Type
from openvino import opset15
def test_embedding_bag_offsets_15():
emb_table = opset15.parameter([5, 2], name="emb_table", dtype=np.float32)
ind... | 101 | 4,276 |
openvino | src/bindings/python/tests/test_graph/test_basic.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset8 as ops
import openvino as ov
from openvino import (
Model,
Layout,
PartialShape,
RTMap,
Shape,
Strides,
Tensor,
Type,
... | 849 | 29,597 |
openvino | src/bindings/python/tests/test_graph/test_affix_ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import re
import openvino.opset13 as ov
from openvino import Type
@pytest.mark.parametrize("op_name", [
"ABC",
"Fakeee",
"123456",
"FakeQuantize",
])
def test_af... | 151 | 4,648 |
openvino | src/bindings/python/tests/test_graph/test_ops_scatter.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ov
from openvino import Type
def test_scatter_update_props():
dtype = np.int8
parameter_r = ov.parameter([2, 3, 4], dtype=dtype, name="data")
... | 63 | 2,197 |
openvino | src/bindings/python/tests/test_graph/test_manager.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import numpy as np
import pytest
import openvino.opset10 as ops
from openvino import Core, Model
from openvino.passes import Manager, Serialize, ConstantFolding, Version
from tests.test_graph.util imp... | 191 | 6,548 |
openvino | src/bindings/python/tests/test_graph/test_scaled_dot_product_attention.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import PartialShape, Type
@pytest.mark.parametrize(
("query", "key", "value", "attention_mask", "scale", "causal", "dtype", "boo... | 84 | 3,494 |
openvino | src/bindings/python/tests/test_graph/test_eye.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset10 as ov
import numpy as np
import pytest
from openvino.utils.types import get_element_type_str
from openvino.utils.types import get_element_type
@pytest.mark.parametrize(
("num_rows", ... | 91 | 3,630 |
openvino | src/bindings/python/tests/test_graph/test_log_softmax.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
from openvino import Shape, Type
def test_log_softmax():
data = ov.parameter(Shape([3, 10]), dtype=np.float32, name="data")
node = ov.log_softmax(data, 1)... | 18 | 516 |
openvino | src/bindings/python/tests/test_graph/test_convolution.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino import Type
import openvino.opset8 as ov
@pytest.mark.parametrize(("strides", "pads_begin", "pads_end", "dilations", "expected_shape"), [
(np.array([1, 1]), np... | 53 | 2,331 |
openvino | src/bindings/python/tests/test_graph/test_string_tensor_unpack.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type, PartialShape, Dimension
import openvino.opset15 as ov
import pytest
@pytest.mark.parametrize("input_shape", [
((4,)),
((1, 3, 4)),
((3, 1, 2, 5))
])
def test_string_tensor_... | 27 | 938 |
openvino | src/bindings/python/tests/test_graph/test_fake_convert.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import PartialShape, Type
@pytest.mark.parametrize(
("data_shape", "scale_shape", "shift_shape", "input_type", "destination_type... | 59 | 2,455 |
openvino | src/bindings/python/tests/test_graph/test_detection_output.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
import pytest
np_types = [np.float32, np.int32]
integral_np_types = [
np.int8,
np.int16,
np.int32,
np.int64,
np.uint8,
np.uint16,
np.uin... | 119 | 4,262 |
openvino | src/bindings/python/tests/test_graph/test_segment_max.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type, PartialShape, Dimension
from openvino.opset15 import parameter
import openvino.opset16 as ov
import pytest
@pytest.mark.parametrize("dtype_segment_ids", [
Type.i32,
Type.i64
])... | 54 | 1,965 |
openvino | src/bindings/python/tests/test_graph/test_inverse.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset14 as ops
from openvino import PartialShape, Type
@pytest.mark.parametrize(
("input_shape", "adjoint", "expected_output_shape"),
[
([4, 4], ... | 68 | 2,305 |
openvino | src/bindings/python/tests/test_graph/test_custom_op.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import sys
import pytest
import numpy as np
from contextlib import nullcontext as does_not_raise
from openvino import Op, OpExtension
from openvino import CompiledModel, Core, Model, Dimension, Shape, T... | 305 | 10,674 |
openvino | src/bindings/python/tests/test_graph/test_dyn_attributes.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
import pytest
@pytest.fixture
def proposal_node():
attributes = {
"base_size": np.uint16(1),
"pre_nms_topn": np.uint16(20),
"post_nms_t... | 158 | 5,760 |
openvino | src/bindings/python/tests/test_graph/test_normalization.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
from openvino import Type
import openvino.opset13 as ov
def test_lrn():
input_image_shape = (2, 3, 2, 1)
input_image = np.arange(int(np.prod(input_image_shape))).reshape(input_image_s... | 102 | 3,568 |
openvino | src/bindings/python/tests/test_graph/test_ops_reshape.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset8 as ov
import numpy as np
import pytest
from openvino import Type
from openvino.utils.types import get_element_type
@pytest.mark.parametrize("op_name", ["ABC", "concat", "123456"])
def tes... | 221 | 7,898 |
openvino | src/bindings/python/tests/test_graph/test_node_factory.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from sys import platform
from openvino import compile_model, Model
from openvino import Extension
import openvino.opset8 as ov
from openvino.exceptions import UserInputError
from o... | 142 | 4,438 |
openvino | src/bindings/python/tests/test_graph/test_squeeze.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset1 as ov_opset1
import openvino.opset15 as ov_opset15
import numpy as np
import pytest
def test_squeeze_v1_operator():
data_shape = [1, 2, 1, 3, 1, 1]
parameter_data = ov_opset1.param... | 52 | 1,938 |
openvino | src/bindings/python/tests/test_graph/test_rdft.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset10 as ov
from openvino import Shape, Type
import numpy as np
import pytest
np.random.seed(0)
@pytest.mark.parametrize(("shape", "axes", "expected_shape"), [
([50], [0], [26, 2]),
(... | 73 | 2,885 |
openvino | src/bindings/python/tests/test_graph/test_ops_binary.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import operator
import numpy as np
import pytest
import warnings
from openvino import Type
import openvino.opset13 as ov
import openvino.opset15 as ov_opset15
@pytest.mark.parametrize(
("graph_api_helper",... | 275 | 8,757 |
openvino | src/bindings/python/tests/test_graph/test_convert_promote_types.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset14 as ops
from openvino import Type
@pytest.mark.parametrize(
(
"lhs", "rhs", "promote_unsafe", "pytorch_scalar_promotion",
"u64_integer... | 104 | 4,515 |
openvino | src/bindings/python/tests/test_graph/test_einsum.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import openvino.opset8 as ov
import numpy as np
import pytest
from openvino.utils.types import get_element_type
def einsum_op_check(input_shapes: list, equation: str, data_type: np.dtype,
se... | 88 | 3,023 |
openvino | src/bindings/python/tests/test_graph/test_create_op.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino import PartialShape, Dimension, Model, Type
from openvino.exceptions import UserInputError
from openvino.utils.types import make_constant_node
import openvino.opset... | 2,363 | 86,352 |
openvino | src/bindings/python/tests/test_graph/test_pooling.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset14 as ov
import openvino.opset16 as ov16
from openvino import Type
avg_pooling_test_params = [
(
[
[2, 2], # strides
[0... | 330 | 9,858 |
openvino | src/bindings/python/tests/test_graph/test_proposal.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
from openvino import Shape, Type
def test_proposal_props():
float_dtype = np.float32
batch_size = 1
post_nms_topn = 20
probs = ov.parameter(Shape([... | 38 | 1,343 |
openvino | src/bindings/python/tests/test_graph/test_loop.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import numpy as np
import openvino.opset8 as ov
from openvino import Model, Shape
from openvino.op.util import (
InvariantInputDescription,
BodyOutputDescription,
SliceInputDescription,
... | 278 | 10,056 |
openvino | src/bindings/python/tests/test_graph/test_sequence_processing.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino as ov
import openvino.opset16 as ov16
@pytest.mark.parametrize(("depth", "on_value", "off_value", "axis", "expected_shape"), [
(2, 5, 10, -1, [3, 2]),
(3... | 77 | 2,473 |
openvino | src/bindings/python/tests/test_graph/test_nms_rotated.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ov_opset13
from openvino import PartialShape, Dimension, Type
from openvino.utils.types import make_constant_node
@pytest.mark.parametrize(
("box... | 84 | 4,195 |
openvino | src/bindings/python/tests/test_graph/test_ctc_loss.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import openvino.opset8 as ov
from openvino import Type
def test_ctc_loss_props():
ind_dtype = np.int32
float_dtype = np.float32
logits = ov.parameter([2, 100, 80], dtype=float_dty... | 29 | 1,069 |
openvino | src/bindings/python/tests/test_graph/test_gqa_extension.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from openvino import Core, Extension
from openvino.op import _GroupQueryAttentionExtension
def test_gqa_extension_is_extension():
ext = _GroupQueryAttentionExtension()
assert isinstance(ex... | 20 | 480 |
openvino | src/bindings/python/tests/test_graph/test_if.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import numpy as np
import openvino.opset8 as ov
from openvino import Model
from openvino.op.util import InvariantInputDescription, BodyOutputDescription
from tests.utils.helpers import compare_mode... | 240 | 8,403 |
openvino | src/bindings/python/tests/test_graph/test_reduction.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset10 as ov
@pytest.mark.parametrize(
("graph_api_helper", "reduction_axes", "expected_shape"),
[
(ov.reduce_max, np.array([0, 1, 2, 3]), []),
... | 202 | 6,446 |
openvino | src/bindings/python/tests/test_graph/test_data_movement.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset8 as ov
from openvino import Type, Shape
def test_reverse_sequence():
input_data = ov.parameter((2, 3, 4, 2), name="input_data", dtype=np.int32)
seq... | 66 | 2,457 |
openvino | src/bindings/python/tests/test_graph/test_utils.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
from openvino._pyopenvino.util import deprecation_warning
def test_deprecation_warning():
with pytest.warns(DeprecationWarning, match="function1 is deprecated"):
deprecation_warning("fu... | 21 | 947 |
openvino | src/bindings/python/tests/test_graph/test_dft.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from openvino import Type
import openvino.opset10 as ov
import numpy as np
import pytest
def build_fft_input_data():
np.random.seed(202104)
return np.random.uniform(0, 1, (2, 10, 10, 2)).astype(np.float3... | 46 | 1,598 |
openvino | src/bindings/python/tests/test_graph/test_ops_fused.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset8 as ov
from openvino import Type
def test_elu_operator_with_scalar_and_array():
data_value = ov.parameter((2, 2), name="data_value", dtype=np.float32)
... | 330 | 11,583 |
openvino | src/bindings/python/tests/test_graph/test_input_validation.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
from openvino.exceptions import UserInputError
from openvino.utils.input_validation import (
_check_value,
check_valid_attribute,
check_valid_attributes,
is_non_ne... | 159 | 4,903 |
openvino | src/bindings/python/tests/test_graph/test_multinomial.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import openvino.opset13 as ops
from openvino import PartialShape, Type
@pytest.mark.parametrize(
(
"probs_shape", "num_samples_shape", "convert_type", "with_replacem... | 101 | 4,135 |
openvino | src/bindings/python/scripts/generate_pyapi_stubs.py | .py | import re
import subprocess #nosec B404
from pathlib import Path
import sys
# Constants
INVALID_EXPRESSIONS = [
"ov::Node", # In openvino._pyopenvino.Input.get_node : Invalid expression 'ov::Node'
"ov::Input<ov::Node>", # In openvino._pyopenvino.Output.get_tar... | 119 | 6,431 |
openvino | src/bindings/python/src/openvino/exceptions.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""openvino exceptions hierarchy. All exceptions are descendants of OVError."""
class OVError(Exception):
"""Base class for OV exceptions."""
class UserInputError(OVError):
"""User provided unexpected ... | 18 | 402 |
openvino | src/bindings/python/src/openvino/_op_base.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
from typing import Union, Optional
from openvino._pyopenvino import Op as OpBase
from openvino._pyopenvino import Node, Output
class Op(OpBase):
def __init__(
self,
py_obj: "Op",
inp... | 29 | 896 |
openvino | src/bindings/python/src/openvino/_ov_api.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import io
from types import TracebackType
from typing import Any, Union, Optional
from collections.abc import Iterator
from pathlib import Path
import traceback # noqa: F811
from openvino._pyopenvino import Mod... | 747 | 30,292 |
openvino | src/bindings/python/src/openvino/package_utils.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import os
import sys
from functools import wraps
from typing import Any, Optional
from pathlib import Path
import importlib.util
from types import ModuleType
from collections.abc import Callable
def _add_openvin... | 157 | 6,056 |
openvino | src/bindings/python/src/openvino/opset15/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for ops added to openvino opset15."""
from functools import partial
from typing import Literal, Optional
import numpy as np
from openvino import Node, Type
from openvino.opset1 import convert... | 394 | 14,693 |
openvino | src/bindings/python/src/openvino/opset11/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for all openvino ops."""
from functools import partial
from typing import Optional
from openvino import Node
from openvino.utils.node_factory import _get_node_factory
from openvino.utils.deco... | 112 | 4,520 |
openvino | src/bindings/python/src/openvino/properties/_properties.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import sys
from types import BuiltinFunctionType, ModuleType
from typing import Any, Union
from collections.abc import Callable
class Property(str):
"""This class allows to make a string object callable. Cal... | 60 | 2,326 |
openvino | src/bindings/python/src/openvino/opset2/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for all openvino ops."""
from typing import Optional, Union
import numpy as np
from functools import partial
import warnings
from openvino import Node, Shape
from openvino.op import Constant... | 217 | 7,648 |
openvino | src/bindings/python/src/openvino/opset9/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for all openvino ops."""
from functools import partial
from typing import Optional
import numpy as np
from openvino import Node
from openvino.utils.node_factory import _get_node_factory
from ... | 353 | 13,869 |
openvino | src/bindings/python/src/openvino/opset5/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for all openvino ops."""
from typing import Optional, Union
import numpy as np
from functools import partial
from openvino import Node, Shape
from openvino.op import Constant, Parameter, loo... | 371 | 14,826 |
openvino | src/bindings/python/src/openvino/passes/manager.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# type: ignore
from openvino._pyopenvino.passes import Manager as ManagerBase
from openvino._pyopenvino.passes import PassBase
class Manager(ManagerBase):
"""Manager that additionally holds transformations ob... | 27 | 870 |
openvino | src/bindings/python/src/openvino/passes/__init__.py | .py | # Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# type: ignore
# flake8: noqa
from openvino._pyopenvino.passes import ModelPass, Matcher, MatcherPass, PassBase, WrapType, Or, AnyInput, Optional, Predicate
from openvino._pyopenvino.passes import (
consumers_count,
has_static_di... | 22 | 740 |
openvino | src/bindings/python/src/openvino/passes/graph_rewrite.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
# type: ignore
from openvino._pyopenvino.passes import MatcherPass
from openvino._pyopenvino.passes import GraphRewrite as GraphRewriteBase
from openvino._pyopenvino.passes import BackwardGraphRewrite as BackwardGr... | 34 | 1,345 |
openvino | src/bindings/python/src/openvino/opset1/ops.py | .py | # -*- coding: utf-8 -*-
# Copyright (C) 2018-2026 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
"""Factory functions for all openvino ops."""
from typing import Optional, Union, get_args
import numpy as np
from functools import partial
from openvino import Node, PartialShape, Type
from openvino.op import C... | 2,980 | 110,562 |
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