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7f9dfed | 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 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 | from __future__ import annotations
import csv
import tempfile
import unittest
from pathlib import Path
from datasets.field_notes import FieldNote, FieldNoteStore, SQLiteFieldNoteStore
class FieldNoteStoreTest(unittest.TestCase):
def test_save_writes_correction_row(self) -> None:
with tempfile.TemporaryDirectory() as tmp:
path = Path(tmp) / "field_notes.csv"
store = FieldNoteStore(path)
saved_path = store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="What plant is this?",
response="Unknown plant",
correction="It is basil.",
tags="plant-id,demo",
image_path="images/basil.jpg",
video_path="",
use_for_training=True,
)
)
self.assertEqual(saved_path, path)
with path.open(encoding="utf-8", newline="") as f:
rows = list(csv.DictReader(f))
self.assertEqual(len(rows), 1)
self.assertEqual(rows[0]["model_id"], "minicpm5_1b")
self.assertEqual(rows[0]["correction"], "It is basil.")
self.assertEqual(rows[0]["image_path"], "images/basil.jpg")
self.assertEqual(rows[0]["use_for_training"], "True")
def test_created_at_uses_utc_offset_without_python_311_utc_import(self) -> None:
note = FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt",
response="Response",
correction="Correction",
tags="demo",
)
self.assertTrue(note.created_at.endswith("+00:00"))
def test_exports_corrected_notes_to_jsonl(self) -> None:
with tempfile.TemporaryDirectory() as tmp:
path = Path(tmp) / "field_notes.csv"
output = Path(tmp) / "field_notes.jsonl"
store = FieldNoteStore(path)
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt",
response="Response",
correction="Correction",
tags="demo",
)
)
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt 2",
response="Response 2",
correction="",
tags="demo",
)
)
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt 3",
response="Response 3",
correction="Correction 3",
tags="demo",
use_for_training=False,
)
)
exported = store.export_jsonl(output)
self.assertEqual(exported, output)
lines = output.read_text(encoding="utf-8").splitlines()
self.assertEqual(len(lines), 1)
self.assertIn("Correction", lines[0])
def test_filters_notes_by_tag_and_training_flag(self) -> None:
with tempfile.TemporaryDirectory() as tmp:
store = FieldNoteStore(Path(tmp) / "field_notes.csv")
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt",
response="Response",
correction="Correction",
tags="ocr,plant-id",
use_for_training=True,
)
)
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt 2",
response="Response 2",
correction="Correction 2",
tags="audio",
use_for_training=False,
)
)
self.assertEqual(len(store.list_notes(tag="plant-id")), 1)
self.assertEqual(len(store.list_notes(training_only=True)), 1)
def test_exports_local_hf_dataset_directory(self) -> None:
with tempfile.TemporaryDirectory() as tmp:
store = FieldNoteStore(Path(tmp) / "field_notes.csv")
target = Path(tmp) / "hf_dataset"
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt",
response="Response",
correction="Correction",
tags="demo",
)
)
exported = store.export_hf_dataset(target)
self.assertEqual(exported, target)
self.assertTrue((target / "data.jsonl").exists())
self.assertTrue((target / "README.md").exists())
def test_sqlite_store_saves_and_lists_notes(self) -> None:
with tempfile.TemporaryDirectory() as tmp:
store = SQLiteFieldNoteStore(Path(tmp) / "field_notes.sqlite")
store.save(
FieldNote.create(
model_id="minicpm5_1b",
prompt="Prompt",
response="Response",
correction="Correction",
tags="demo",
image_path="image.png",
use_for_training=True,
)
)
notes = store.list_notes(corrected_only=True, tag="demo", training_only=True)
self.assertEqual(len(notes), 1)
self.assertEqual(notes[0].image_path, "image.png")
if __name__ == "__main__":
unittest.main()
|