|
| 1 | +import logging |
| 2 | +import sys |
| 3 | +from unittest import TestCase |
| 4 | + |
| 5 | +from api_inference_community import hub |
| 6 | +from huggingface_hub import constants, hf_api, snapshot_download |
| 7 | + |
| 8 | + |
| 9 | +logger = logging.getLogger(__name__) |
| 10 | +logger.level = logging.DEBUG |
| 11 | +stream_handler = logging.StreamHandler(sys.stdout) |
| 12 | +logger.addHandler(stream_handler) |
| 13 | + |
| 14 | + |
| 15 | +class HubTestCase(TestCase): |
| 16 | + def test_offline_model_info1(self): |
| 17 | + repo_id = "google/t5-efficient-tiny" |
| 18 | + revision = "3441d7e8bf3f89841f366d39452b95200416e4a9" |
| 19 | + bak_value = constants.HF_HUB_OFFLINE |
| 20 | + try: |
| 21 | + # with tempfile.TemporaryDirectory() as cache_dir: |
| 22 | + # logger.info("Cache directory %s", cache_dir) |
| 23 | + dirpath = snapshot_download(repo_id=repo_id, revision=revision) |
| 24 | + logger.info("Snapshot downloaded at %s", dirpath) |
| 25 | + constants.HF_HUB_OFFLINE = True |
| 26 | + model_info = hub.hub_model_info(repo_id=repo_id, revision=revision) |
| 27 | + finally: |
| 28 | + constants.HF_HUB_OFFLINE = bak_value |
| 29 | + |
| 30 | + logger.info("Model info %s", model_info) |
| 31 | + self.assertIsInstance(model_info, hf_api.ModelInfo) |
| 32 | + self.assertEqual(model_info.id, repo_id) |
| 33 | + self.assertEqual(model_info.downloads, 0) |
| 34 | + self.assertEqual(model_info.likes, 0) |
| 35 | + self.assertEqual(len(model_info.siblings), 12) |
| 36 | + self.assertIn("pytorch_model.bin", [s.rfilename for s in model_info.siblings]) |
| 37 | + self.assertFalse(model_info.private) |
| 38 | + self.assertEqual(model_info.license, "apache-2.0") # noqa |
| 39 | + self.assertEqual(model_info.tags, ["deep-narrow"]) |
| 40 | + self.assertIsNone(model_info.library_name) |
| 41 | + |
| 42 | + logger.info("Model card data %s", model_info.card_data) |
| 43 | + self.assertEqual(model_info.card_data, model_info.cardData) |
| 44 | + self.assertEqual(model_info.card_data.license, "apache-2.0") |
| 45 | + self.assertEqual(model_info.card_data.tags, ["deep-narrow"]) |
| 46 | + |
| 47 | + def test_offline_model_info2(self): |
| 48 | + repo_id = "dfurman/Mixtral-8x7B-peft-v0.1" |
| 49 | + revision = "8908d586219993ec79949acaef566363a7c7864c" |
| 50 | + bak_value = constants.HF_HUB_OFFLINE |
| 51 | + try: |
| 52 | + # with tempfile.TemporaryDirectory() as cache_dir: |
| 53 | + # logger.info("Cache directory %s", cache_dir) |
| 54 | + dirpath = snapshot_download(repo_id=repo_id, revision=revision) |
| 55 | + logger.info("Snapshot downloaded at %s", dirpath) |
| 56 | + constants.HF_HUB_OFFLINE = True |
| 57 | + model_info = hub.hub_model_info(repo_id=repo_id, revision=revision) |
| 58 | + finally: |
| 59 | + constants.HF_HUB_OFFLINE = bak_value |
| 60 | + |
| 61 | + logger.info("Model info %s", model_info) |
| 62 | + self.assertIsInstance(model_info, hf_api.ModelInfo) |
| 63 | + self.assertEqual(model_info.id, repo_id) |
| 64 | + self.assertEqual(model_info.downloads, 0) |
| 65 | + self.assertEqual(model_info.likes, 0) |
| 66 | + self.assertEqual(len(model_info.siblings), 9) |
| 67 | + self.assertFalse(model_info.private) |
| 68 | + self.assertEqual(model_info.license, "apache-2.0") # noqa |
| 69 | + self.assertEqual(model_info.tags, ["mistral"]) |
| 70 | + self.assertEqual(model_info.library_name, "peft") |
| 71 | + self.assertEqual(model_info.pipeline_tag, "text-generation") |
| 72 | + self.assertIn(".gitattributes", [s.rfilename for s in model_info.siblings]) |
| 73 | + logger.info("Model card data %s", model_info.card_data) |
| 74 | + self.assertEqual(model_info.card_data, model_info.cardData) |
| 75 | + self.assertEqual(model_info.card_data.license, "apache-2.0") |
| 76 | + self.assertEqual(model_info.card_data.tags, ["mistral"]) |
| 77 | + |
| 78 | + def test_online_model_info(self): |
| 79 | + repo_id = "dfurman/Mixtral-8x7B-Instruct-v0.1" |
| 80 | + revision = "8908d586219993ec79949acaef566363a7c7864c" |
| 81 | + bak_value = constants.HF_HUB_OFFLINE |
| 82 | + try: |
| 83 | + constants.HF_HUB_OFFLINE = False |
| 84 | + model_info = hub.hub_model_info(repo_id=repo_id, revision=revision) |
| 85 | + finally: |
| 86 | + constants.HF_HUB_OFFLINE = bak_value |
| 87 | + |
| 88 | + logger.info("Model info %s", model_info) |
| 89 | + self.assertIsInstance(model_info, hf_api.ModelInfo) |
| 90 | + self.assertEqual(model_info.id, repo_id) |
| 91 | + self.assertGreater(model_info.downloads, 0) |
| 92 | + self.assertGreater(model_info.likes, 0) |
| 93 | + self.assertEqual(len(model_info.siblings), 9) |
| 94 | + self.assertFalse(model_info.private) |
| 95 | + self.assertGreater(model_info.tags, ["peft", "safetensors", "mistral"]) |
| 96 | + self.assertEqual(model_info.library_name, "peft") |
| 97 | + self.assertEqual(model_info.pipeline_tag, "text-generation") |
| 98 | + self.assertIn(".gitattributes", [s.rfilename for s in model_info.siblings]) |
| 99 | + logger.info("Model card data %s", model_info.card_data) |
| 100 | + self.assertEqual(model_info.card_data, model_info.cardData) |
| 101 | + self.assertEqual(model_info.card_data.license, "apache-2.0") |
| 102 | + self.assertEqual(model_info.card_data.tags, ["mistral"]) |
| 103 | + self.assertIsNone(model_info.safetensors) |
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