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MachineLearning
aurelio-labs
Semantic Router
Commits
1916fecd
Unverified
Commit
1916fecd
authored
9 months ago
by
James Briggs
Committed by
GitHub
9 months ago
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Merge pull request #319 from aurelio-labs/james/update-pinecone-test
fix: add skip to vit
parents
5120edcd
c4685d8f
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tests/unit/encoders/test_vit.py
+16
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tests/unit/encoders/test_vit.py
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tests/unit/encoders/test_vit.py
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1916fecd
import
os
import
numpy
as
np
import
numpy
as
np
import
pytest
import
pytest
import
torch
import
torch
...
@@ -48,29 +49,44 @@ class TestVitEncoder:
...
@@ -48,29 +49,44 @@ class TestVitEncoder:
with
pytest
.
raises
(
ImportError
):
with
pytest
.
raises
(
ImportError
):
VitEncoder
()
VitEncoder
()
@pytest.mark.skipif
(
os
.
environ
.
get
(
"
RUN_HF_TESTS
"
)
is
None
,
reason
=
"
Set RUN_HF_TESTS=1 to run
"
)
def
test_vit_encoder_initialization
(
self
):
def
test_vit_encoder_initialization
(
self
):
assert
vit_encoder
.
name
==
test_model_name
assert
vit_encoder
.
name
==
test_model_name
assert
vit_encoder
.
type
==
"
huggingface
"
assert
vit_encoder
.
type
==
"
huggingface
"
assert
vit_encoder
.
score_threshold
==
0.5
assert
vit_encoder
.
score_threshold
==
0.5
assert
vit_encoder
.
device
==
device
assert
vit_encoder
.
device
==
device
@pytest.mark.skipif
(
os
.
environ
.
get
(
"
RUN_HF_TESTS
"
)
is
None
,
reason
=
"
Set RUN_HF_TESTS=1 to run
"
)
def
test_vit_encoder_call
(
self
,
dummy_pil_image
):
def
test_vit_encoder_call
(
self
,
dummy_pil_image
):
encoded_images
=
vit_encoder
([
dummy_pil_image
]
*
3
)
encoded_images
=
vit_encoder
([
dummy_pil_image
]
*
3
)
assert
len
(
encoded_images
)
==
3
assert
len
(
encoded_images
)
==
3
assert
set
(
map
(
len
,
encoded_images
))
==
{
embed_dim
}
assert
set
(
map
(
len
,
encoded_images
))
==
{
embed_dim
}
@pytest.mark.skipif
(
os
.
environ
.
get
(
"
RUN_HF_TESTS
"
)
is
None
,
reason
=
"
Set RUN_HF_TESTS=1 to run
"
)
def
test_vit_encoder_call_misshaped
(
self
,
dummy_pil_image
,
misshaped_pil_image
):
def
test_vit_encoder_call_misshaped
(
self
,
dummy_pil_image
,
misshaped_pil_image
):
encoded_images
=
vit_encoder
([
dummy_pil_image
,
misshaped_pil_image
])
encoded_images
=
vit_encoder
([
dummy_pil_image
,
misshaped_pil_image
])
assert
len
(
encoded_images
)
==
2
assert
len
(
encoded_images
)
==
2
assert
set
(
map
(
len
,
encoded_images
))
==
{
embed_dim
}
assert
set
(
map
(
len
,
encoded_images
))
==
{
embed_dim
}
@pytest.mark.skipif
(
os
.
environ
.
get
(
"
RUN_HF_TESTS
"
)
is
None
,
reason
=
"
Set RUN_HF_TESTS=1 to run
"
)
def
test_vit_encoder_process_images_device
(
self
,
dummy_pil_image
):
def
test_vit_encoder_process_images_device
(
self
,
dummy_pil_image
):
imgs
=
vit_encoder
.
_process_images
([
dummy_pil_image
]
*
3
)[
"
pixel_values
"
]
imgs
=
vit_encoder
.
_process_images
([
dummy_pil_image
]
*
3
)[
"
pixel_values
"
]
assert
imgs
.
device
.
type
==
device
assert
imgs
.
device
.
type
==
device
@pytest.mark.skipif
(
os
.
environ
.
get
(
"
RUN_HF_TESTS
"
)
is
None
,
reason
=
"
Set RUN_HF_TESTS=1 to run
"
)
def
test_vit_encoder_ensure_rgb
(
self
,
dummy_black_and_white_img
):
def
test_vit_encoder_ensure_rgb
(
self
,
dummy_black_and_white_img
):
rgb_image
=
vit_encoder
.
_ensure_rgb
(
dummy_black_and_white_img
)
rgb_image
=
vit_encoder
.
_ensure_rgb
(
dummy_black_and_white_img
)
...
...
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