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61 lines
2.7 KiB
Python
61 lines
2.7 KiB
Python
from __future__ import annotations
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import importlib.util
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from pathlib import Path
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import pytest
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SCRIPT = Path(__file__).resolve().parents[1] / "scripts" / "build_regional_yolo_dataset.py"
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SPEC = importlib.util.spec_from_file_location("build_regional_yolo_dataset", SCRIPT)
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assert SPEC and SPEC.loader
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module = importlib.util.module_from_spec(SPEC)
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SPEC.loader.exec_module(module)
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def test_regional_dataset_balances_contexts_and_keeps_validation_closed() -> None:
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manifest = {"samples": [
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{"sample_slug": "f-train", "region": "flanders", "split": "train", "context": "ribbon"},
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{"sample_slug": "f-val", "region": "flanders", "split": "val", "context": "mixed"},
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{"sample_slug": "w-train", "region": "wallonia", "split": "train", "context": "ribbon"},
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]}
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summary = {"tiles": [
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{"sample_slug": "f-train", "split": "train", "image_path": "/f-pos.png", "kept": True},
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{"sample_slug": "f-train", "split": "train", "image_path": "/f-neg.png", "is_negative": True},
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{"sample_slug": "f-val", "split": "val", "image_path": "/f-val.png"},
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{"sample_slug": "w-train", "split": "train", "image_path": "/w.png"},
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]}
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train, val, evidence = module.build(
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summary=summary, manifest=manifest, region="flanders",
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priority_contexts={"ribbon"}, priority_repeat=3, negative_repeat=2,
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)
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assert train == ["/f-pos.png"] * 3 + ["/f-neg.png"] * 2
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assert val == ["/f-val.png"]
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assert evidence["negative_train_entry_count"] == 2
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assert evidence["protected_samples_in_training"] == []
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@pytest.mark.parametrize("protected_split", ["calibration", "test", "background-test", "challenge"])
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def test_regional_dataset_rejects_protected_tiles(protected_split: str) -> None:
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manifest = {"samples": [
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{"sample_slug": "f-cal", "region": "flanders", "split": protected_split, "context": "ribbon"},
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]}
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summary = {"tiles": [{"sample_slug": "f-cal", "split": protected_split, "image_path": "/cal.png"}]}
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with pytest.raises(ValueError, match="protected"):
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module.build(
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summary=summary, manifest=manifest, region="flanders",
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priority_contexts=set(), priority_repeat=1, negative_repeat=1,
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)
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def test_regional_dataset_rejects_manifest_protection_hidden_by_tile_split() -> None:
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manifest = {"samples": [
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{"sample_slug": "f-cal", "region": "flanders", "split": "calibration", "context": "ribbon"},
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]}
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summary = {"tiles": [{"sample_slug": "f-cal", "split": "train", "image_path": "/cal.png"}]}
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with pytest.raises(ValueError, match="protected"):
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module.build(
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summary=summary, manifest=manifest, region="flanders",
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priority_contexts=set(), priority_repeat=1, negative_repeat=1,
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)
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