supervision/test/annotators/test_utils.py

175 lines
5.5 KiB
Python

from __future__ import annotations
from contextlib import ExitStack as DoesNotRaise
import numpy as np
import pytest
from supervision.annotators.utils import ColorLookup, resolve_color_idx, wrap_text
from supervision.detection.core import Detections
from test.test_utils import mock_detections
@pytest.mark.parametrize(
("detections", "detection_idx", "color_lookup", "expected_result", "exception"),
[
(
mock_detections(
xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]],
class_id=[5, 3],
tracker_id=[2, 6],
),
0,
ColorLookup.INDEX,
0,
DoesNotRaise(),
), # multiple detections; index lookup
(
mock_detections(
xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]],
class_id=[5, 3],
tracker_id=[2, 6],
),
0,
ColorLookup.CLASS,
5,
DoesNotRaise(),
), # multiple detections; class lookup
(
mock_detections(
xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]],
class_id=[5, 3],
tracker_id=[2, 6],
),
0,
ColorLookup.TRACK,
2,
DoesNotRaise(),
), # multiple detections; track lookup
(
Detections.empty(),
0,
ColorLookup.INDEX,
None,
pytest.raises(ValueError),
), # no detections; index lookup; out of bounds
(
mock_detections(
xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]],
class_id=[5, 3],
tracker_id=[2, 6],
),
2,
ColorLookup.INDEX,
None,
pytest.raises(ValueError),
), # multiple detections; index lookup; out of bounds
(
mock_detections(xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]]),
0,
ColorLookup.CLASS,
None,
pytest.raises(ValueError),
), # multiple detections; class lookup; no class_id
(
mock_detections(xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]]),
0,
ColorLookup.TRACK,
None,
pytest.raises(ValueError),
), # multiple detections; class lookup; no track_id
(
mock_detections(xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]]),
0,
np.array([1, 0]),
1,
DoesNotRaise(),
), # multiple detections; custom lookup; correct length
(
mock_detections(xyxy=[[10, 10, 20, 20], [20, 20, 30, 30]]),
0,
np.array([1]),
None,
pytest.raises(ValueError),
), # multiple detections; custom lookup; wrong length
],
)
def test_resolve_color_idx(
detections: Detections,
detection_idx: int,
color_lookup: ColorLookup | np.ndarray,
expected_result: int | None,
exception: Exception,
) -> None:
with exception:
result = resolve_color_idx(
detections=detections,
detection_idx=detection_idx,
color_lookup=color_lookup,
)
assert result == expected_result
@pytest.mark.parametrize(
("text", "max_line_length", "expected_result", "exception"),
[
(None, None, [""], DoesNotRaise()), # text is None
("", None, [""], DoesNotRaise()), # empty string
(" \t ", 3, [""], DoesNotRaise()), # whitespace-only (spaces + tab)
(12345, None, ["12345"], DoesNotRaise()), # plain integer
(-6789, None, ["-6789"], DoesNotRaise()), # negative integer
(np.int64(1000), None, ["1000"], DoesNotRaise()), # NumPy int64
([1, 2, 3], None, ["[1, 2, 3]"], DoesNotRaise()), # list to string
(
"When you play the game of thrones, you win or you die.\nFear cuts deeper than swords.\nA mind needs books as a sword needs a whetstone.", # noqa: E501
None,
[
"When you play the game of thrones, you win or you die.",
"Fear cuts deeper than swords.",
"A mind needs books as a sword needs a whetstone.",
],
DoesNotRaise(),
), # Game-of-Thrones quotes, multiline
("\n", None, [""], DoesNotRaise()), # single newline
(
"valarmorghulisvalardoharis",
6,
["valarm", "orghul", "isvala", "rdohar", "is"],
DoesNotRaise(),
), # long Valyrian phrase, wrapped
(
"Winter is coming\nFire and blood",
10,
[
"Winter is",
"coming",
"Fire and",
"blood",
],
DoesNotRaise(),
), # mix of short/long with newline
(
"What is dead may never die",
0,
None,
pytest.raises(ValueError),
), # width 0 - invalid
(
"A Lannister always pays his debts",
-1,
None,
pytest.raises(ValueError),
), # width -1 - invalid
(None, 10, [""], DoesNotRaise()), # text None, width set
],
)
def test_wrap_text(
text: object,
max_line_length: int | None,
expected_result: list[str],
exception: Exception,
) -> None:
with exception:
result = wrap_text(text=text, max_line_length=max_line_length)
assert result == expected_result