Datasets:
File size: 2,217 Bytes
25872e1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | """Load real local configurations and check their relationships in either package."""
from pathlib import Path
from datasets import load_dataset
import pytest
ROOT = Path(__file__).resolve().parents[1]
DATA = ROOT / "release" / "cropmath-v1" if (ROOT / "release" / "cropmath-v1").is_dir() else ROOT
@pytest.fixture(scope="module")
def configurations():
return {name: load_dataset(str(DATA), name) for name in ("default", "eval_prompts", "hidden_public")}
def test_actual_loader_split_sizes(configurations):
expected = {
"default": {"dev": 252, "test": 751, "gold": 95},
"eval_prompts": {"dev": 1512, "test": 4506, "gold": 570},
"hidden_public": {"hidden_public": 160},
}
for name, splits in expected.items():
assert {split: len(rows) for split, rows in configurations[name].items()} == splits
def test_public_pairing_and_gold_subset(configurations):
default = configurations["default"]
dev, test, gold = ({row["id"] for row in default[split]} for split in ("dev", "test", "gold"))
assert not dev & test
assert gold <= test
for split in ("dev", "test", "gold"):
rows = configurations["eval_prompts"][split]
grouped = {}
for row in rows:
assert (row["sample_id"], row["condition"]) not in grouped
grouped[row["sample_id"], row["condition"]] = row["answer_float"]
for row in default[split]:
answers = [grouped[row["id"], condition] for condition in
("C", "K_name", "K_formula", "K_domain", "K_distractor", "K_wrong")]
assert answers == [float(row["answer"])] * 6
def test_auxiliary_set_has_questions_but_no_labels(configurations):
rows = configurations["hidden_public"]["hidden_public"]
ids = {row["id"] for row in rows}
assert len(ids) == 160
default = configurations["default"]
assert not ids & {row["id"] for split in default.values() for row in split}
for row in rows:
assert not {"answer", "answer_float", "solution", "ground_truth", "effective_parameters"} & row.keys()
assert row["answer_hidden"] is True
assert row["formula"]["expression"] and row["parameters"] and row["prompts"]
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