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\"63f70a\"}","container.feed_chars",{},"bd572e7e-babe-4204-a926-ad3133eb2e28",{"_95":92,"_173":-5,"_548":610},1752072429.936677,{"_556":578,"_240":579,"_580":-5,"_45":609},{"_554":608},11,"{\"session_name\":\"shell\",\"chars\":\"nl -ba tests/annotations/dict_names.yaml\\n\"}",{},"a5e3c349-9270-4f41-a4bf-da25e39b12b4",{"_95":569,"_173":601,"_548":618},1752072428.513965,{"_556":45,"_557":616},{},[617],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1612, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# nl -ba tests/util/test_image_utils\", \".py | sed -n '1,60p'\", \" 1 import unittest\", \" 2\", \" 3 import responses\", \" 4\", \" 5 from roboflow.util.image_utils import check_image_path, check_image_url,\", \" load_labelmap\", \" 6\", \" 7\", \" 8 class TestCheckImagePath(unittest.TestCase):\", \" 9 def test_valid_path(self):\", \" 10 self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \" 11\", \" 12 def test_invalid_paths(self):\", \" 13 self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \" 14\", \" 15\", \" 16 class TestCheckImageURL(unittest.TestCase):\", \" 17 @responses.activate\", \" 18 def test_valid_url(self):\", \" 19 url = \\\"https://example.com/found.png\\\"\", \" 20 responses.add(responses.HEAD, url)\", \" 21 self.assertTrue(check_image_url(url))\", \" 22\", \" 23 def test_invalid_url(self):\", \" 24 paths = [\", \" 25 \\\"ftp://example.com/found.png\\\",\", \" 26 \\\"/found.png\\\",\", \" 27 None,\", \" 28 ]\", \" 29 for path in paths:\", \" 30 self.assertFalse(check_image_url(path))\", \" 31\", \" 32 def test_url_not_found(self):\", \" 33 url = \\\"https://example.com/notfound.png\\\"\", \" 34 responses.add(responses.HEAD, url, status=404)\", \" 35 self.assertFalse(check_image_url(url))\", \" 36\", \" 37\", \" 38 class TestLoadLabelmap(unittest.TestCase):\", \" 39 def test_yaml_dict_names(self):\", \" 40 labelmap = load_labelmap(\\\"tests/annotations/dict_names.yaml\\\")\", \" 41 self.assertEqual(labelmap, {0: \\\"cat\\\", 1: \\\"dog\\\", 2: \\\"fish\\\"})\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"675bfd\"}",{},"7fa7a3cb-c3e1-4aa2-90c4-69937795161e",{"_95":92,"_173":-5,"_548":625},1752072428.212679,{"_556":578,"_240":579,"_580":-5,"_45":624},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"nl -ba tests/util/test_image_utils.py | sed -n '1,60p'\\n\"}",{},"63c83275-d7e0-472f-8039-0446470cc7c5",{"_95":92,"_173":-5,"_548":632},{"_556":45,"_557":630},{"_587":57,"_588":589,"_554":555},[631],"I'll gather lines 101-113 and the surrounding changes for the new test.",{},"4f9eb9dc-fc75-4ebc-bc63-c02be5e753ea",{"_95":569,"_173":601,"_548":640},1752072426.408343,{"_556":45,"_557":638},{},[639],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1597, \"output\": [\"y | sed -n '100,128p'\", \" 100\", \" 101 def load_labelmap(f):\", \" 102 if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \" 103 with open(f) as file:\", \" 104 data = yaml.safe_load(file)\", \" 105 names = data.get(\\\"names\\\", [])\", \" 106 if isinstance(names, dict):\", \" 107 return {int(k): v for k, v in names.items()}\", \" 108 else:\", \" 109 return {i: name for i, name in enumerate(names)}\", \" 110 else:\", \" 111 with open(f) as file:\", \" 112 lines = [line for line in file.readlines() if line.strip()]\", \" 113 return {i: line.strip() for i, line in enumerate(lines)}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e58d6c\"}",{},"c47f18db-8766-40c3-81e8-8c7894d352a8",{"_95":92,"_173":-5,"_548":647},1752072426.150213,{"_556":578,"_240":579,"_580":-5,"_45":646},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"nl -ba roboflow/util/image_utils.py | sed -n '100,128p'\\n\"}",{},"06e9a18a-d96c-4a42-aecf-37959e5112b9",{"_95":92,"_173":-5,"_548":654},{"_556":45,"_557":652},{"_587":57,"_588":589,"_554":555},[653],"I'll gather the relevant lines showing context for the load_labelmap changes.",{},"06a7f89b-a8c7-417a-a6cf-f97447bc20d7",{"_95":569,"_173":601,"_548":662},1752072424.384985,{"_556":45,"_557":660},{},[661],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1596, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# git status --short\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ea9923\"}",{},"67c715e3-1453-4b6c-9cb4-55889985eb52",{"_95":92,"_173":-5,"_548":669},1752072424.167601,{"_556":578,"_240":579,"_580":-5,"_45":668},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"git status --short\\n\"}",{},"0d514570-bdc2-474f-be9e-c62e4cb65e54",{"_95":92,"_173":-5,"_548":676},{"_556":45,"_557":674},{"_587":57,"_588":589,"_554":555},[675],"I'll double-check the commit status to make sure everything's on track.",{},"45ddc86b-6240-4f6d-9ca4-d5d2e9d308c0",{"_95":569,"_173":601,"_548":684},1752072422.98864,{"_556":45,"_557":682},{},[683],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1591, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# git commit -m \\\"Handle dict style n\", \"ames in load_labelmap\\\" && git status --short\", \"[work 71c58d2] Handle dict style names in load_labelmap\", \" 3 files changed, 17 insertions(+), 3 deletions(-)\", \" create mode 100644 tests/annotations/dict_names.yaml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6875e9\"}",{},"0719d365-e94d-42c5-860d-7969da11e571",{"_95":92,"_173":-5,"_548":691},1752072421.912516,{"_556":578,"_240":579,"_580":-5,"_45":690},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"git commit -m \\\"Handle dict style names in load_labelmap\\\" && git status --short\\n\", \"yield_time_ms\": 1000}",{},"44ef0c32-affc-42b8-a2ae-f615f6b8a82c",{"_95":92,"_173":-5,"_548":698},{"_556":45,"_557":696},{"_587":57,"_588":589,"_554":555},[697],"I'll commit these changes and reference the load_labelmap functionality in the commit message.",{},"9df1d179-8b89-4c59-9085-f20711200746",{"_95":569,"_173":601,"_548":706},1752072419.890118,{"_556":45,"_557":704},{},[705],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1587, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# git status --short\", \"M roboflow/util/image_utils.py\", \"A tests/annotations/dict_names.yaml\", \"M tests/util/test_image_utils.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"2baefb\"}",{},"32937a79-56f9-41fa-a8ba-8c399ddb443e",{"_95":92,"_173":-5,"_548":712},1752072418.363234,{"_556":578,"_240":579,"_580":-5,"_45":668},{"_554":608},{},"0855d280-4c46-4619-973b-83bdd4f889d0",{"_95":92,"_173":-5,"_548":719},{"_556":45,"_557":717},{"_587":57,"_588":589,"_554":555},[718],"I'll quickly confirm the status again to be absolutely sure.",{},"c54fef73-1a74-4bd9-91ff-51488892bd73",{"_95":569,"_173":601,"_548":727},1752072416.472927,{"_556":45,"_557":725},{},[726],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1585, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# git add roboflow/util/image_utils.\", \"py tests/util/test_image_utils.py tests/annotations/dict_names.yaml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"3f37c9\"}",{},"f3860543-859d-42b4-8e34-5a8fb599e71a",{"_95":92,"_173":-5,"_548":734},1752072416.192561,{"_556":578,"_240":579,"_580":-5,"_45":733},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"git add roboflow/util/image_utils.py tests/util/test_image_utils.py tests/annotations/dict_names.yaml\\n\"}\n",{},"8fa44f20-8680-43c6-8fc5-74b663691208",{"_95":92,"_173":-5,"_548":741},{"_556":45,"_557":739},{"_587":57,"_588":589,"_554":555},[740],"I'll add the new file to git and commit the changes now.",{},"9a6b7142-b1bb-49ef-a33a-df5817b68e19",{"_95":569,"_173":601,"_548":749},1752072414.18228,{"_556":45,"_557":747},{},[748],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1582, \"output\": [\" M roboflow/util/image_utils.py\", \" M tests/util/test_image_utils.py\", \"?? tests/annotations/dict_names.yaml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"214fb0\"}",{},"40eb9137-9006-4122-9f79-ea120eb0f302",{"_95":92,"_173":-5,"_548":755},1752072413.904672,{"_556":578,"_240":579,"_580":-5,"_45":668},{"_554":608},{},"54661ed6-b533-419d-a434-181838553d7a",{"_95":92,"_173":-5,"_548":762},{"_556":45,"_557":760},{"_587":57,"_588":589,"_554":555},[761],"I’m checking the git status since I can’t run tests right now.",{},"76491abb-e7c0-4bd2-941a-454341913779",{"_95":569,"_173":601,"_548":770},1752072411.922711,{"_556":45,"_557":768},{},[769],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1541, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# python -m unittest >/tmp/unittest.\", \"log && tail -n 20 /tmp/unittest.log\", \"EE\", \"======================================================================\", \"ERROR: roboflow (unittest.loader._FailedTest.roboflow)\", \"----------------------------------------------------------------------\", \"ImportError: Failed to import test module: roboflow\", \"Traceback (most recent call last):\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 4\", \"52, in _find_test_path\", \" package = self._get_module_from_name(name)\", \" ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 3\", \"62, in _get_module_from_name\", \" __import__(name)\", \" File \\\"/workspace/roboflow-python/roboflow/__init__.py\\\", line 9, in \", \" import requests\", \"ModuleNotFoundError: No module named 'requests'\", \"\", \"\", \"======================================================================\", \"ERROR: tests (unittest.loader._FailedTest.tests)\", \"----------------------------------------------------------------------\", \"ImportError: Failed to import test module: tests\", \"Traceback (most recent call last):\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 4\", \"52, in _find_test_path\", \" package = self._get_module_from_name(name)\", \" ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 3\", \"62, in _get_module_from_name\", \" __import__(name)\", \" File \\\"/workspace/roboflow-python/tests/__init__.py\\\", line 3, in \", \" import responses\", \"ModuleNotFoundError: No module named 'responses'\", \"\", \"\", \"----------------------------------------------------------------------\", \"Ran 2 tests in 0.000s\", \"\", \"FAILED (errors=2)\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e31507\"}",{},"93ccc870-a877-49f2-a299-559122222222",{"_95":92,"_173":-5,"_548":777},1752072410.857504,{"_556":578,"_240":579,"_580":-5,"_45":776},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"python -m unittest >/tmp/unittest.log && tail -n 20 /tmp/unittest.log\\n\", \"yield_time_ms\": 1000}",{},"3cc2bf16-e323-473c-9874-4d5a0d42a536",{"_95":569,"_173":601,"_548":785},1752072409.356089,{"_556":45,"_557":783},{},[784],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1538, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# make test >/tmp/test.log && tail -\", \"n 20 /tmp/test.log\", \"make: *** No rule to make target 'test'. Stop.\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"2caa2e\"}",{},"94b0c069-8c53-45ca-8424-e747256f5529",{"_95":92,"_173":-5,"_548":792},1752072408.286368,{"_556":578,"_240":579,"_580":-5,"_45":791},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"make test >/tmp/test.log && tail -n 20 /tmp/test.log\\n\", \"yield_time_ms\": 1000}",{},"91c94043-1cbe-41f4-8d0a-3dbd8a7f6da2",{"_95":92,"_173":-5,"_548":799},{"_556":45,"_557":797},{"_587":57,"_588":589,"_554":555},[798],"I'll run `make test` again to confirm the error shows up as expected.",{},"d43ca789-50e0-4ac8-9e6d-8daba8e79811",{"_95":569,"_173":601,"_548":807},1752072405.242301,{"_556":45,"_557":805},{},[806],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1514, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# apply_patch<<'PATCH'\", \"> *** Begin Patch\", \"> *** Update File: roboflow/util/image_utils.py\", \"> @@\", \"> def load_labelmap(f):\", \"> if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \"> with open(f) as file:\", \"> - data = yaml.safe_load(file)\", \"> - if \\\"names\\\" in data:\", \"> - return {i: name for i, name in enumerate(data[\\\"names\\\"])}\", \"> + data = yaml.safe_load(file)\", \"> + names = data.get(\\\"names\\\", [])\", \"> + if isinstance(names, dict):\", \"> + return {int(k): v for k, v in names.items()}\", \"> + else:\", \"> + return {i: name for i, name in enumerate(names)}\", \"> else:\", \"> with open(f) as file:\", \"> lines = [line for line in file.readlines() if line.strip()]\", \"> return {i: line.strip() for i, line in enumerate(lines)}\", \"> *** End Patch\", \"> PATCH\", \"Success. Updated the following files:\", \"M roboflow/util/image_utils.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6eab2c\"}",{},"32cf0ebe-3851-4181-9191-edb8791e1e6d",{"_95":92,"_173":-5,"_548":814},1752072404.774567,{"_556":578,"_240":579,"_580":-5,"_45":813},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"apply_patch<<'PATCH'\\n*** Begin Patch\\n*** Update File: roboflow/util/image_utils.py\\n@@\\n def load_labelmap(f):\\n if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\\n with open(f) as file:\\n- data = yaml.safe_load(file)\\n- if \\\"names\\\" in data:\\n- return {i: name for i, name in enumerate(data[\\\"names\\\"])}\\n+ data = yaml.safe_load(file)\\n+ names = data.get(\\\"names\\\", [])\\n+ if isinstance(names, dict):\\n+ return {int(k): v for k, v in names.items()}\\n+ else:\\n+ return {i: name for i, name in enumerate(names)}\\n else:\\n with open(f) as file:\\n lines = [line for line in file.readlines() if line.strip()]\\n return {i: line.strip() for i, line in enumerate(lines)}\\n*** End Patch\\nPATCH\\n\"}",{},"9f4bae6f-74ec-4f58-88d4-9d3e1d1ba84c",{"_95":569,"_173":601,"_548":822},1752072400.283527,{"_556":45,"_557":820},{},[821],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1502, \"output\": [\"age_utils.py\", \"\", \"def load_labelmap(f):\", \" if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \" with open(f) as file:\", \" data = yaml.safe_load(file)\", \" if \\\"names\\\" in data:\", \" return {i: name for i, name in enumerate(data[\\\"names\\\"])}\", \" else:\", \" with open(f) as file:\", \" lines = [line for line in file.readlines() if line.strip()]\", \" return {i: line.strip() for i, line in enumerate(lines)}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"68b45f\"}",{},"283dea34-a7eb-40ec-ac01-1957e3bf2539",{"_95":92,"_173":-5,"_548":829},1752072400.082634,{"_556":578,"_240":579,"_580":-5,"_45":828},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '100,140p' roboflow/util/image_utils.py\\n\"}",{},"6d8947a9-ab0e-4285-861c-13636d2c1567",{"_95":92,"_173":-5,"_548":836},{"_556":45,"_557":834},{"_587":57,"_588":589,"_554":555},[835],"The YAML file is ready for commit. Now I'll modify the load_labelmap function.",{},"9df07867-a381-4401-8ea7-c030543b5df7",{"_95":569,"_173":601,"_548":844},1752072398.603751,{"_556":45,"_557":842},{},[843],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1494, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# head -n 5 tests/util/test_image_ut\", \"ils.py\", \"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url, load_la\", \"belmap\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e48a08\"}",{},"4f4a4ba5-c113-44df-8f60-9cd15965a046",{"_95":92,"_173":-5,"_548":851},1752072398.377381,{"_556":578,"_240":579,"_580":-5,"_45":850},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"head -n 5 tests/util/test_image_utils.py\\n\"}",{},"6032388e-eb46-4722-b098-f843d91eae84",{"_95":92,"_173":-5,"_548":858},{"_556":45,"_557":856},{"_587":57,"_588":589,"_554":555},[857],"Looks like I might have missed `import unittest` at the top—I'll double-check.",{},"45ea6088-6e00-49f1-be52-f8a721dd5af9",{"_95":569,"_173":601,"_548":866},1752072396.905744,{"_556":45,"_557":864},{},[865],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1454, \"output\": [\"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url, load_la\", \"belmap\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"\", \"\", \"class TestLoadLabelmap(unittest.TestCase):\", \" def test_yaml_dict_names(self):\", \" labelmap = load_labelmap(\\\"tests/annotations/dict_names.yaml\\\")\", \" self.assertEqual(labelmap, {0: \\\"cat\\\", 1: \\\"dog\\\", 2: \\\"fish\\\"})\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"f11267\"}",{},"b50f2d5f-e172-4a9c-a7a6-370d2e479a9d",{"_95":92,"_173":-5,"_548":873},1752072396.599331,{"_556":578,"_240":579,"_580":-5,"_45":872},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"cat tests/util/test_image_utils.py\\n\"}",{},"3033ef65-1ae6-4b23-9cb3-672b608114b7",{"_95":92,"_173":-5,"_548":880},{"_556":45,"_557":878},{"_587":57,"_588":589,"_554":555,"_590":57},[879],"I’ll take a look at the file now.",{},"2fa7bdad-1a4c-4b2e-b115-2b1dcddee94a",{"_95":569,"_173":601,"_548":888},1752072395.186954,{"_556":45,"_557":886},{},[887],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1437, \"output\": [\"> *** Begin Patch\", \"> *** Update File: tests/util/test_image_utils.py\", \"> @@\", \"> class TestCheckImageURL(unittest.TestCase):\", \"> @@\", \"> responses.add(responses.HEAD, url, status=404)\", \"> self.assertFalse(check_image_url(url))\", \"> +\", \"> +\", \"> +class TestLoadLabelmap(unittest.TestCase):\", \"> + def test_yaml_dict_names(self):\", \"> + labelmap = load_labelmap(\\\"tests/annotations/dict_names.yaml\\\")\", \"> + self.assertEqual(labelmap, {0: \\\"cat\\\", 1: \\\"dog\\\", 2: \\\"fish\\\"})\", \"> *** End Patch\", \"> PATCH\", \"Success. Updated the following files:\", \"M tests/util/test_image_utils.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"32aa63\"}",{},"b7ddd112-3891-4058-868c-2bf1e4199cfb",{"_95":92,"_173":-5,"_548":895},1752072394.944132,{"_556":578,"_240":579,"_580":-5,"_45":894},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"apply_patch<<'PATCH'\\n*** Begin Patch\\n*** Update File: tests/util/test_image_utils.py\\n@@\\n class TestCheckImageURL(unittest.TestCase):\\n@@\\n responses.add(responses.HEAD, url, status=404)\\n self.assertFalse(check_image_url(url))\\n+\\n+\\n+class TestLoadLabelmap(unittest.TestCase):\\n+ def test_yaml_dict_names(self):\\n+ labelmap = load_labelmap(\\\"tests/annotations/dict_names.yaml\\\")\\n+ self.assertEqual(labelmap, {0: \\\"cat\\\", 1: \\\"dog\\\", 2: \\\"fish\\\"})\\n*** End Patch\\nPATCH\\n\"}",{},"f1317346-8056-4dd7-bbfa-1d0b823ada45",{"_95":92,"_173":-5,"_548":902},{"_556":45,"_557":900},{"_587":57,"_588":589,"_554":555,"_590":57},[901],"I'll create a new test class right after this one.",{},"de83323a-375a-46c0-a0ae-14cbbf8f31a8",{"_95":569,"_173":601,"_548":910},1752072390.444065,{"_556":45,"_557":908},{},[909],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1401, \"output\": [\"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url, load_la\", \"belmap\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"f177f8\"}",{},"074cc909-8986-4793-bfcc-212f4b8ad713",{"_95":92,"_173":-5,"_548":916},1752072389.914107,{"_556":578,"_240":579,"_580":-5,"_45":872},{"_554":608},{},"c78dd6a0-a74a-4694-abd0-bd63cb86c2cd",{"_95":92,"_173":-5,"_548":923},{"_556":45,"_557":921},{"_587":57,"_588":589,"_554":555},[922],"I’ll add a new class to set up the test scenarios.",{},"f365e560-a053-433e-8468-032c9608b217",{"_95":569,"_173":601,"_548":931},1752072387.707989,{"_556":45,"_557":929},{},[930],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1387, \"output\": [\"> *** Begin Patch\", \"> *** Update File: tests/util/test_image_utils.py\", \"> @@\", \"> -import responses\", \"> -\", \"> -from roboflow.util.image_utils import check_image_path, check_image_url\", \"> +import responses\", \"> +\", \"> +from roboflow.util.image_utils import check_image_path, check_image_url, load\", \"_labelmap\", \"> *** End Patch\", \"> PATCH\", \"Success. Updated the following files:\", \"M tests/util/test_image_utils.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"0f6fd4\"}",{},"4f7bef61-059b-4b90-9931-ccd9573b1bb5",{"_95":92,"_173":-5,"_548":938},1752072387.425553,{"_556":578,"_240":579,"_580":-5,"_45":937},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"apply_patch<<'PATCH'\\n*** Begin Patch\\n*** Update File: tests/util/test_image_utils.py\\n@@\\n-import responses\\n-\\n-from roboflow.util.image_utils import check_image_path, check_image_url\\n+import responses\\n+\\n+from roboflow.util.image_utils import check_image_path, check_image_url, load_labelmap\\n*** End Patch\\nPATCH\\n\"}",{},"5296f81c-79ec-4d5e-8716-126d112a721b",{"_95":92,"_173":-5,"_548":945},{"_556":45,"_557":943},{"_587":57,"_588":589,"_554":555},[944],"I'll add the `load_labelmap` import at the top and the new class below.",{},"3ee368a4-4d47-425a-bbc8-e6aca23fd28d",{"_95":569,"_173":601,"_548":953},1752072384.461512,{"_556":45,"_557":951},{},[952],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1351, \"output\": [\"ge_utils.py\", \"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"b814a6\"}",{},"e5c8c2c1-193b-4303-aea2-02796b07719e",{"_95":92,"_173":-5,"_548":960},1752072384.201183,{"_556":578,"_240":579,"_580":-5,"_45":959},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,40p' tests/util/test_image_utils.py\\n\"}",{},"639965ee-a578-43bc-a474-067a0d5e65c0",{"_95":92,"_173":-5,"_548":967},{"_556":45,"_557":965},{"_587":57,"_588":589,"_554":555},[966],"Time to make changes to tests/util/test_image_utils.py!",{},"04a28b03-e9ba-409c-8b86-591f7ba16fe7",{"_95":569,"_173":601,"_548":975},1752072382.855248,{"_556":45,"_557":973},{},[974],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1344, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat tests/annotations/dict_names.y\", \"aml\", \"names:\", \" 0: cat\", \" 1: dog\", \" 2: fish\", \"nc: 3\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"36d7e8\"}",{},"a9feb208-dc13-48ec-bc0a-22547d4090bd",{"_95":92,"_173":-5,"_548":982},1752072382.249133,{"_556":578,"_240":579,"_580":-5,"_45":981},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat tests/annotations/dict_names.yaml\\n\"}",{},"dd57bf44-d2f0-4a2a-a684-8629f4ffaf71",{"_95":569,"_173":601,"_548":990},1752072380.88515,{"_556":45,"_557":988},{},[989],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1336, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat <<'EOF' > tests/annotations/di\", \"ct_names.yaml\", \"> names:\", \"> 0: cat\", \"> 1: dog\", \"> 2: fish\", \"> nc: 3\", \"> EOF\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e4056a\"}",{},"a68854b4-30f2-46a0-aa1a-af590b3f7aa8",{"_95":92,"_173":-5,"_548":997},1752072380.60726,{"_556":578,"_240":579,"_580":-5,"_45":996},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat <<'EOF' > tests/annotations/dict_names.yaml\\nnames:\\n 0: cat\\n 1: dog\\n 2: fish\\nnc: 3\\nEOF\\n\"}",{},"19cb6081-c003-4516-8a3d-6a4f9bdc0747",{"_95":92,"_173":-5,"_548":1004},{"_556":45,"_557":1002},{"_587":57,"_588":589,"_554":555},[1003],"I'll add the new class and create the tests/annotations/dict_names.yaml file.",{},"2decf3e0-c622-4a17-9469-1d773aab1eb0",{"_95":569,"_173":601,"_548":1012},1752072378.629755,{"_556":45,"_557":1010},{},[1011],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1314, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# tail -n 20 tests/util/test_image_u\", \"tils.py\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"c4fddc\"}",{},"368e712b-aa43-460c-97e2-beffe95c91ee",{"_95":92,"_173":-5,"_548":1019},1752072378.428276,{"_556":578,"_240":579,"_580":-5,"_45":1018},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"tail -n 20 tests/util/test_image_utils.py\\n\"}",{},"0f810ee6-9945-4e73-9130-08812d49b13d",{"_95":92,"_173":-5,"_548":1026},{"_556":45,"_557":1024},{"_587":57,"_588":589,"_554":555},[1025],"I'll create a new YAML file with a dictionary-style format and implement the test.",{},"6b55876c-dc6e-4dcc-8a83-0dbdf2b38418",{"_95":569,"_173":601,"_548":1034},1752072373.227831,{"_556":45,"_557":1032},{},[1033],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1297, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat tests/datasets/sharks-tiny-yol\", \"ov9/data.yaml\", \"names:\", \"- fish\", \"- primary\", \"- shark\", \"nc: 3\", \"roboflow:\", \" license: MIT\", \" project: sharks-tiny-q9lmf\", \" url: https://universe.roboflow.com/wolfodorpythontests/sharks-tiny-q9lmf/datas\", \"et/774\", \" version: 774\", \" workspace: wolfodorpythontests\", \"test: ../test/images\", \"train: /Users/tony/tmp/sharks-tiny-yolov9/train/images\", \"val: /Users/tony/tmp/sharks-tiny-yolov9/valid/images\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"afdf4d\"}",{},"6be13ac4-cc7d-4038-bd5a-5ca8e47a0a09",{"_95":92,"_173":-5,"_548":1041},1752072371.70944,{"_556":578,"_240":579,"_580":-5,"_45":1040},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat tests/datasets/sharks-tiny-yolov9/data.yaml\\n\"}",{},"f7dd7509-d80f-462a-9118-51437b95f3ee",{"_95":92,"_173":-5,"_548":1048},{"_556":45,"_557":1046},{"_587":57,"_588":589,"_554":555},[1047],"I think the labelmap might be in data.yaml. Let me check it out.",{},"68e8fce8-1658-4521-9cea-fb53e2a92519",{"_95":569,"_173":601,"_548":1056},1752072369.860796,{"_556":45,"_557":1054},{},[1055],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1295, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests/datasets/sharks-tiny-yo\", \"lov9 -name '*.labels' -o -name '*labelmap*' -print\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"22289c\"}",{},"212598f1-2a2b-4b6a-8dbe-d8a90bc4d003",{"_95":92,"_173":-5,"_548":1063},1752072369.615745,{"_556":578,"_240":579,"_580":-5,"_45":1062},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests/datasets/sharks-tiny-yolov9 -name '*.labels' -o -name '*labelmap*' -print\\n\"}",{},"69da517c-6bd2-4477-b1fe-ca15b5230a97",{"_95":92,"_173":-5,"_548":1070},{"_556":45,"_557":1068},{"_587":57,"_588":589,"_554":555},[1069],"I need to check the dataset to find the labelmap file that parsefolder loads.",{},"99cc0cad-b4bf-4218-bcfc-41c475a18d64",{"_95":569,"_173":601,"_548":1078},1752072367.832208,{"_556":45,"_557":1076},{},[1077],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1271, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '32,48p' tests/util/test_fo\", \"lderparser.py\", \"\", \" def test_parse_sharks_yolov9(self):\", \" def test(sharksfolder):\", \" parsed = folderparser.parsefolder(sharksfolder)\", \" testImagePath = \\\"/train/images/sharks_mp4-20_jpg.rf.5359121123e86e01\", \"6401ea2731e47949.jpg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePa\", \"th][0]\", \" expectAnnotationFile = \\\"/train/labels/sharks_mp4-20_jpg.rf.535912112\", \"3e86e016401ea2731e47949.txt\\\"\", \" assert testImage[\\\"annotationfile\\\"][\\\"file\\\"] == expectAnnotationFile\", \" assert testImage[\\\"annotationfile\\\"][\\\"labelmap\\\"] == {0: \\\"fish\\\", 1: \\\"pr\", \"imary\\\", 2: \\\"shark\\\"}\", \"\", \" test(f\\\"{thisdir}/../datasets/sharks-tiny-yolov9\\\")\", \" test(f\\\"{thisdir}/../datasets/sharks-tiny-yolov9/\\\") # this was a bug onc\", \"e, can you believe it?\", \"\", \" def test_parse_mosquitos_csv(self):\", \" folder = f\\\"{thisdir}/../datasets/mosquitos\\\"\", \" parsed = folderparser.parsefolder(folder)\", \" testImagePath = \\\"/train_10308.jpeg\\\"\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ca977f\"}",{},"c506315f-d5b0-4489-9284-81a19247e9da",{"_95":92,"_173":-5,"_548":1085},1752072367.622649,{"_556":578,"_240":579,"_580":-5,"_45":1084},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '32,48p' tests/util/test_folderparser.py\\n\"}",{},"7a18b0a0-38ee-496b-b892-dbee5b20f545",{"_95":92,"_173":-5,"_548":1092},{"_556":45,"_557":1090},{"_587":57,"_588":589,"_554":555},[1091],"I’ll zero in on this line to figure out what dataset was used.",{},"e7fe3001-1797-4390-b9f1-f3ddc18231f0",{"_95":569,"_173":601,"_548":1100},1752072365.880065,{"_556":45,"_557":1098},{},[1099],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1268, \"output\": [\"est_folderparser.py\", \"40: assert testImage[\\\"annotationfile\\\"][\\\"labelmap\\\"] == {0: \\\"fish\\\", 1:\", \"\\\"primary\\\", 2: \\\"shark\\\"}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"4e5530\"}",{},"67b2b41f-65bd-4143-a9b4-f2c49154027b",{"_95":92,"_173":-5,"_548":1107},1752072365.347246,{"_556":578,"_240":579,"_580":-5,"_45":1106},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"labelmap\\\" -n tests/util/test_folderparser.py\\n\"}",{},"2f3a9ca5-7765-4c96-89e5-e40afbaf148b",{"_95":92,"_173":-5,"_548":1114},{"_556":45,"_557":1112},{"_587":57,"_588":589,"_554":555},[1113],"I'll check tests/util/test_folderparser.py to find references to labelmap and its path.",{},"b0b12666-14ce-408e-9bae-12eafc2173f1",{"_95":569,"_173":601,"_548":1122},1752072363.63271,{"_556":45,"_557":1120},{},[1121],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1257, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests -name '*.json' | head\", \"tests/annotations/invalid_annotation.json\", \"tests/annotations/valid_annotation.json\", \"tests/datasets/sharks-tiny-coco/valid/_annotations.coco.json\", \"tests/datasets/sharks-tiny-coco/test/_annotations.coco.json\", \"tests/datasets/sharks-tiny-coco/train/_annotations.coco.json\", \"tests/datasets/sharks-tiny-createml/valid/_annotations.createml.json\", \"tests/datasets/sharks-tiny-createml/test/_annotations.createml.json\", \"tests/datasets/sharks-tiny-createml/train/_annotations.createml.json\", \"tests/output/sharks-tiny-coco.json\", \"tests/output/parse-chess.json\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"086d75\"}",{},"ee6c29fb-2374-405e-bf8d-bfab3e974b30",{"_95":92,"_173":-5,"_548":1129},1752072363.433834,{"_556":578,"_240":579,"_580":-5,"_45":1128},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests -name '*.json' | head\\n\"}",{},"1fb1afd7-fd2a-4da2-a8bd-70a542a78320",{"_95":92,"_173":-5,"_548":1136},{"_556":45,"_557":1134},{"_587":57,"_588":589,"_554":555},[1135],"I’m modifying the function to handle both YAML dictionary and list formats, and adding a test for it.",{},"6a3b25f8-06b2-4663-bbbd-6ffbbdc1693f",{"_95":569,"_173":601,"_548":1144},1752072356.135584,{"_556":45,"_557":1142},{},[1143],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1234, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# tail -n 20 roboflow/util/image_uti\", \"ls.py\", \" # If OpenCV fails, the format might be HEIC/AVIF which are handled by PI\", \"L\", \" pilImage = Image.open(image_path)\", \" if pilImage.mode != \\\"RGB\\\":\", \" pilImage = pilImage.convert(\\\"RGB\\\")\", \"\", \" buffered = io.BytesIO()\", \" pilImage.save(buffered, quality=100, format=\\\"JPEG\\\")\", \" return buffered.getvalue()\", \"\", \"\", \"def load_labelmap(f):\", \" if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \" with open(f) as file:\", \" data = yaml.safe_load(file)\", \" if \\\"names\\\" in data:\", \" return {i: name for i, name in enumerate(data[\\\"names\\\"])}\", \" else:\", \" with open(f) as file:\", \" lines = [line for line in file.readlines() if line.strip()]\", \" return {i: line.strip() for i, line in enumerate(lines)}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"cd99f5\"}",{},"8b1fdd8f-6858-4a57-a1e6-e8def4522098",{"_95":92,"_173":-5,"_548":1151},1752072355.937869,{"_556":578,"_240":579,"_580":-5,"_45":1150},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"tail -n 20 roboflow/util/image_utils.py\\n\"}",{},"9d2732c0-fcd9-42d3-bdc3-08639c3ee8e4",{"_95":92,"_173":-5,"_548":1158},{"_556":45,"_557":1156},{"_587":57,"_588":589,"_554":555},[1157],"I'll check the lines around 'file2jpeg' to understand what needs modification.",{},"9246c828-4081-49bd-a6df-d8fdf538b36c",{"_95":569,"_173":601,"_548":1166},1752072354.580219,{"_556":45,"_557":1164},{},[1165],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1221, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '100,140p' roboflow/util/im\", \"age_utils.py\", \"\", \"def load_labelmap(f):\", \" if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \" with open(f) as file:\", \" data = yaml.safe_load(file)\", \" if \\\"names\\\" in data:\", \" return {i: name for i, name in enumerate(data[\\\"names\\\"])}\", \" else:\", \" with open(f) as file:\", \" lines = [line for line in file.readlines() if line.strip()]\", \" return {i: line.strip() for i, line in enumerate(lines)}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"c24f5e\"}",{},"618eea75-4c79-4571-a2dd-5930a1efc979",{"_95":92,"_173":-5,"_548":1172},1752072354.372707,{"_556":578,"_240":579,"_580":-5,"_45":828},{"_554":608},{},"92e5de8d-733a-406b-8c36-c60b62f57078",{"_95":92,"_173":-5,"_548":1179},{"_556":45,"_557":1177},{"_587":57,"_588":589,"_554":555},[1178],"The network is down, so I'll document the test failures and proceed with code modifications.",{},"f7f37741-4a71-449c-af12-50a24cc227f2",{"_95":569,"_173":601,"_548":1187},1752072349.591733,{"_556":45,"_557":1185},{},[1186],"{\"proxy_block_events\":[{\"timestamp\":\"2025-07-09T14:45:48.820605\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null},{\"timestamp\":\"2025-07-09T14:45:48.835077\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null}],\"total_proxy_events\":2}",{},"550e4e20-6ef1-4e32-98c7-8cfe82084e5c",{"_95":569,"_173":601,"_548":1195},1752072349.442386,{"_556":45,"_557":1193},{},[1194],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1216, \"output\": [\"=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSErr\", \"or('Tunnel connection failed: 403 Forbidden'))': /simple/certifi/\", \"ERROR: Could not find a version that satisfies the requirement certifi (from ver\", \"sions: none)\", \"ERROR: No matching distribution found for certifi\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"bd0ac9\"}",{},"b90f2c8c-efe4-4c32-b906-3e1ce10d803a",{"_95":92,"_173":-5,"_548":1202},1752072348.403542,{"_556":578,"_240":579,"_580":-5,"_45":1201},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"\",\"yield_time_ms\": 1000}",{},"e7a0bfdf-d727-4f11-9e4e-71fe419b66f9",{"_95":569,"_173":601,"_548":1210},1752072347.464412,{"_556":45,"_557":1208},{},[1209],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1216, \"output\": [], \"num_elided_lines\": 0, \"chunk_id\": \"a8d7f2\"}",{},"74877777-6082-497b-9eca-b2c930d4a167",{"_95":92,"_173":-5,"_548":1216},1752072346.438907,{"_556":578,"_240":579,"_580":-5,"_45":1201},{"_554":577},{},"bbc903e9-f784-4efb-b237-3af57a46c23e",{"_95":569,"_173":601,"_548":1224},1752072345.683094,{"_556":45,"_557":1222},{},[1223],"{\"proxy_block_events\":[{\"timestamp\":\"2025-07-09T14:45:44.810496\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null}],\"total_proxy_events\":1}",{},"464824f3-f746-496d-8922-1895362c60a7",{"_95":569,"_173":601,"_548":1232},1752072345.559716,{"_556":45,"_557":1230},{},[1231],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1213, \"output\": [\"WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status\", \"=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSErr\", \"or('Tunnel connection failed: 403 Forbidden'))': /simple/certifi/\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"6c4971\"}",{},"107ed13a-3811-4d9e-becb-4436888b435a",{"_95":92,"_173":-5,"_548":1238},1752072344.52646,{"_556":578,"_240":579,"_580":-5,"_45":1201},{"_554":577},{},"d44e7906-e3f5-4dc9-8085-5988fa458f23",{"_95":569,"_173":601,"_548":1246},1752072343.734876,{"_556":45,"_557":1244},{},[1245],"{\"proxy_block_events\":[{\"timestamp\":\"2025-07-09T14:45:41.797871\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null},{\"timestamp\":\"2025-07-09T14:45:42.803628\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null}],\"total_proxy_events\":2}",{},"f979a77d-686b-45f3-9659-c15bcc8dcbd6",{"_95":569,"_173":601,"_548":1254},1752072343.621488,{"_556":45,"_557":1252},{},[1253],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1204, \"output\": [\"WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status\", \"=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSErr\", \"or('Tunnel connection failed: 403 Forbidden'))': /simple/certifi/\", \"WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status\", \"=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSErr\", \"or('Tunnel connection failed: 403 Forbidden'))': /simple/certifi/\", \"WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status\", \"=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', OSErr\", \"or('Tunnel connection failed: 403 Forbidden'))': /simple/certifi/\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"525ad3\"}",{},"e2779d5d-5cea-426d-a6f8-864012aa0fab",{"_95":92,"_173":-5,"_548":1260},1752072342.581707,{"_556":578,"_240":579,"_580":-5,"_45":1201},{"_554":577},{},"bd69a756-cb04-4ceb-a000-382abaa66851",{"_95":569,"_173":601,"_548":1268},1752072341.381949,{"_556":45,"_557":1266},{},[1267],"{\"proxy_block_events\":[{\"timestamp\":\"2025-07-09T14:45:41.285770\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null},{\"timestamp\":\"2025-07-09T14:45:41.289655\",\"decision\":\"block\",\"reason\":\"internet is disabled\",\"method\":\"CONNECT\",\"domain\":\"pypi.org:443\",\"protocol\":\"HTTP/1.0\",\"size\":0,\"path\":null}],\"total_proxy_events\":2}",{},"5d97779d-484e-48f8-83ab-a791964feacf",{"_95":569,"_173":601,"_548":1276},1752072341.199778,{"_556":45,"_557":1274},{},[1275],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1203, \"output\": [\" >/tmp/pip.log && tail -n 20 /tmp/pip.log\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"a1c703\"}",{},"e62fcde7-9084-4d0f-9888-92faaa0171f5",{"_95":92,"_173":-5,"_548":1283},1752072340.164828,{"_556":578,"_240":579,"_580":-5,"_45":1282},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"pip install -q -r requirements.txt >/tmp/pip.log && tail -n 20 /tmp/pip.log\\n\", \"yield_time_ms\": 1000}",{},"983c1b40-f082-43e5-aa4f-aea091935da9",{"_95":92,"_173":-5,"_548":1290},{"_556":45,"_557":1288},{"_587":57,"_588":589,"_554":555},[1289],"The environment lacks certain dependencies, but no network access to install them. Let's try anyway.",{},"5e3aa7ed-ecb0-4cd7-8e1f-db45c9ddef41",{"_95":569,"_173":601,"_548":1298},1752072334.216698,{"_556":45,"_557":1296},{},[1297],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1162, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# python -m unittest >/tmp/utest.log\", \" && tail -n 20 /tmp/utest.log\", \"EE\", \"======================================================================\", \"ERROR: roboflow (unittest.loader._FailedTest.roboflow)\", \"----------------------------------------------------------------------\", \"ImportError: Failed to import test module: roboflow\", \"Traceback (most recent call last):\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 4\", \"52, in _find_test_path\", \" package = self._get_module_from_name(name)\", \" ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 3\", \"62, in _get_module_from_name\", \" __import__(name)\", \" File \\\"/workspace/roboflow-python/roboflow/__init__.py\\\", line 9, in \", \" import requests\", \"ModuleNotFoundError: No module named 'requests'\", \"\", \"\", \"======================================================================\", \"ERROR: tests (unittest.loader._FailedTest.tests)\", \"----------------------------------------------------------------------\", \"ImportError: Failed to import test module: tests\", \"Traceback (most recent call last):\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 4\", \"52, in _find_test_path\", \" package = self._get_module_from_name(name)\", \" ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\", \" File \\\"/root/.pyenv/versions/3.11.12/lib/python3.11/unittest/loader.py\\\", line 3\", \"62, in _get_module_from_name\", \" __import__(name)\", \" File \\\"/workspace/roboflow-python/tests/__init__.py\\\", line 3, in \", \" import responses\", \"ModuleNotFoundError: No module named 'responses'\", \"\", \"\", \"----------------------------------------------------------------------\", \"Ran 2 tests in 0.000s\", \"\", \"FAILED (errors=2)\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"14c3fa\"}",{},"be1a96b5-e4a0-40a2-b975-1317a3ccddf7",{"_95":92,"_173":-5,"_548":1305},1752072333.148259,{"_556":578,"_240":579,"_580":-5,"_45":1304},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"python -m unittest >/tmp/utest.log && tail -n 20 /tmp/utest.log\\n\", \"yield_time_ms\": 1000}",{},"5d2d7d99-9349-4acb-8147-dd3e892afa2b",{"_95":92,"_173":-5,"_548":1312},{"_556":45,"_557":1310},{"_587":57,"_588":589,"_554":555},[1311],"The user asks to run `make test`, but it's unclear if that works. I'll try it, and if it fails, I can show the error. To be thorough, I may also run `python -m unittest`.\n\nI'll try `make test`; if it fails, I'll run `python -m unittest` and add a disclaimer.",{},"b015eb36-2195-4af5-9d38-39760bf13c45",{"_95":569,"_173":601,"_548":1320},1752072321.657272,{"_556":45,"_557":1318},{},[1319],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1037, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat CLAUDE.md\", \"# CLAUDE.md\", \"\", \"This file provides guidance to Claude Code (claude.ai/code) when working with co\", \"de in this repository.\", \"\", \"## Development Commands\", \"\", \"### Running Tests\", \"```bash\", \"python -m unittest\", \"```\", \"\", \"### Linting and Code Quality\", \"```bash\", \"# Format code with ruff\", \"make style\", \"\", \"# Check code quality (includes ruff and mypy)\", \"make check_code_quality\", \"\", \"# Individual commands\", \"ruff format roboflow\", \"ruff check roboflow --fix\", \"mypy roboflow\", \"```\", \"\", \"### Building Documentation\", \"```bash\", \"# Install documentation dependencies\", \"python -m pip install mkdocs mkdocs-material mkdocstrings mkdocstrings[python]\", \"\", \"# Serve documentation locally\", \"mkdocs serve\", \"```\", \"\", \"### Installing Development Environment\", \"```bash\", \"# Create virtual environment\", \"python3 -m venv env\", \"source env/bin/activate\", \"\", \"# Install in editable mode with dev dependencies\", \"pip install -e \\\".[dev]\\\"\", \"\", \"# Install pre-commit hooks\", \"pip install pre-commit\", \"pre-commit install\", \"```\", \"\", \"## Architecture Overview\", \"\", \"The Roboflow Python SDK follows a hierarchical object model that mirrors the Rob\", \"oflow platform structure:\", \"\", \"### Core Components\", \"\", \"1. **Roboflow** (`roboflow/__init__.py`) - Entry point and authentication\", \" - Handles API key management and workspace initialization\", \" - Provides `login()` for CLI authentication\", \" - Creates workspace connections\", \"\", \"2. **Workspace** (`roboflow/core/workspace.py`) - Manages Roboflow workspaces\", \" - Lists and accesses projects\", \" - Handles dataset uploads and model deployments\", \" - Manages workspace-level operations\", \"\", \"3. **Project** (`roboflow/core/project.py`) - Represents a computer vision proje\", \"ct\", \" - Manages project metadata and versions\", \" - Handles image/annotation uploads\", \" - Supports different project types (object-detection, classification, etc.)\", \"\", \"4. **Version** (`roboflow/core/version.py`) - Dataset version management\", \" - Downloads datasets in various formats\", \" - Deploys models\", \" - Provides access to trained models for inference\", \"\", \"5. **Model Classes** (`roboflow/models/`) - Type-specific inference models\", \" - `ObjectDetectionModel` - Bounding box predictions\", \" - `ClassificationModel` - Image classification\", \" - `InstanceSegmentationModel` - Pixel-level segmentation\", \" - `SemanticSegmentationModel` - Class-based segmentation\", \" - `KeypointDetectionModel` - Keypoint predictions\", \"\", \"### API Adapters\", \"\", \"- **rfapi** (`roboflow/adapters/rfapi.py`) - Low-level API communication\", \"- **deploymentapi** (`roboflow/adapters/deploymentapi.py`) - Model deployment op\", \"erations\", \"\", \"### CLI Interface\", \"\", \"The `roboflow` command line tool (`roboflow/roboflowpy.py`) provides:\", \"- Authentication: `roboflow login`\", \"- Dataset operations: `roboflow download`, `roboflow upload`, `roboflow import`\", \"- Inference: `roboflow infer`\", \"- Project/workspace management: `roboflow project`, `roboflow workspace`\", \"\", \"### Key Design Patterns\", \"\", \"1. **Hierarchical Access**: Always access objects through their parent (Workspac\", \"e → Project → Version → Model)\", \"2. **API Key Flow**: API key is passed down through the object hierarchy\", \"3. **Format Flexibility**: Supports multiple dataset formats (YOLO, COCO, Pascal\", \" VOC, etc.)\", \"4. **Batch Operations**: Upload and download operations support concurrent proce\", \"ssing\", \"\", \"## Project Configuration\", \"\", \"- **Python Version**: 3.8+\", \"- **Main Dependencies**: See `requirements.txt`\", \"- **Entry Point**: `roboflow=roboflow.roboflowpy:main`\", \"- **Code Style**: Enforced by ruff with Google docstring convention\", \"- **Type Checking**: mypy configured for Python 3.8\", \"\", \"## Important Notes\", \"\", \"- API keys are stored in `~/.config/roboflow/config.json` (Unix) or `~/roboflow/\", \"config.json` (Windows)\", \"- The SDK supports both hosted inference (Roboflow platform) and local inference\", \" (via Roboflow Inference)\", \"- Pre-commit hooks automatically run formatting and linting checks\", \"- Test files intentionally excluded from linting: `tests/manual/debugme.py`\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"05464a\"}",{},"a78c1399-4c38-4fff-b711-5fc3a8649522",{"_95":92,"_173":-5,"_548":1327},1752072321.432483,{"_556":578,"_240":579,"_580":-5,"_45":1326},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat CLAUDE.md\\n\"}",{},"21936f2e-92c2-4668-8771-5e29e0f75f3d",{"_95":92,"_173":-5,"_548":1334},{"_556":45,"_557":1332},{"_587":57,"_588":589,"_554":555},[1333],"I'll check CLAUDE, CITATION, and the docs for any relevant instructions.",{},"4e700a22-91a6-4b86-b01c-46b8c44e3b8a",{"_95":569,"_173":601,"_548":1342},1752072319.623365,{"_556":45,"_557":1340},{},[1341],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1035, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"pytest\\\" -R README.md docs\", \" | head\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"bc5c87\"}",{},"e4bc2874-a1d5-4587-9a7b-cd16633adb56",{"_95":92,"_173":-5,"_548":1349},1752072319.151735,{"_556":578,"_240":579,"_580":-5,"_45":1348},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"pytest\\\" -R README.md docs | head\\n\"}",{},"ae617e38-a87f-4f57-9e9c-fc7bc3b1c3d2",{"_95":92,"_173":-5,"_548":1356},{"_556":45,"_557":1354},{"_587":57,"_588":589,"_554":555},[1355],"The Makefile lacks a test target, but I'll follow instructions and attempt `make test`.",{},"e12ae720-cbc8-4945-984d-c30f0b839b1b",{"_95":569,"_173":601,"_548":1364},1752072315.600563,{"_556":45,"_557":1362},{},[1363],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1015, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# nl -ba Makefile\", \" 1 .PHONY: style check_code_quality publish\", \" 2\", \" 3 export PYTHONPATH = .\", \" 4 check_dirs := roboflow\", \" 5\", \" 6 style:\", \" 7 ruff format $(check_dirs)\", \" 8 ruff check $(check_dirs) --fix\", \" 9\", \" 10 check_code_quality:\", \" 11 ruff format $(check_dirs) --check\", \" 12 ruff check $(check_dirs)\", \" 13 mypy $(check_dirs)\", \" 14\", \" 15 publish:\", \" 16 python setup.py sdist bdist_wheel\", \" 17 twine check dist/*\", \" 18 twine upload dist/* -u ${PYPI_USERNAME} -p ${PYPI_PASSWORD} --ve\", \"rbose\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"46480e\"}",{},"a4d3b6e3-cc4d-4769-8260-d9f9291ba1e6",{"_95":92,"_173":-5,"_548":1371},1752072315.401814,{"_556":578,"_240":579,"_580":-5,"_45":1370},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"nl -ba Makefile\\n\"}",{},"96f8da3f-25c9-47b8-8c23-0386d73d74ca",{"_95":92,"_173":-5,"_548":1378},{"_556":45,"_557":1376},{"_587":57,"_588":589,"_554":555},[1377],"I should investigate the entire file to see if make test-other exists.",{},"2c9a2a86-dc28-4cab-bdd5-6645bf26a9a6",{"_95":569,"_173":601,"_548":1386},1752072314.050325,{"_556":45,"_557":1384},{},[1385],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1013, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"\\\\.PHONY:.*test\\\" -n Makefi\", \"le\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"9a5a71\"}",{},"0d4787ee-1755-45a8-abce-e66685510255",{"_95":92,"_173":-5,"_548":1393},1752072313.64643,{"_556":578,"_240":579,"_580":-5,"_45":1392},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"\\\\.PHONY:.*test\\\" -n Makefile\\n\"}",{},"17d06fcd-398f-4fa0-a6f6-f600c0c1a13f",{"_95":92,"_173":-5,"_548":1400},{"_556":45,"_557":1398},{"_587":57,"_588":589,"_554":555},[1399],"I'm checking if there are any `make` commands like `make tests` or `make ci`.",{},"29856d27-83ed-458b-8d38-fdeb25949bd8",{"_95":569,"_173":601,"_548":1408},1752072311.044515,{"_556":45,"_557":1406},{},[1407],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1012, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"make test\\\" -R . | head\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ca8497\"}",{},"c2ff79d0-9c1a-4ebb-9bae-f691949a9815",{"_95":92,"_173":-5,"_548":1415},1752072310.831437,{"_556":578,"_240":579,"_580":-5,"_45":1414},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"make test\\\" -R . | head\\n\"}",{},"8f0144fe-df6a-4888-89dd-a4a661c852ee",{"_95":92,"_173":-5,"_548":1422},{"_556":45,"_557":1420},{"_587":57,"_588":589,"_554":555},[1421],"I'll look for any references to \"make test\" in the repo to figure this out.",{},"8f9a9dfc-056a-4d4c-92a9-8099850d3928",{"_95":569,"_173":601,"_548":1430},1752072308.85973,{"_556":45,"_557":1428},{},[1429],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1011, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"pytest\\\" -n pyproject.toml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e4d403\"}",{},"082f7a25-e4c7-4dc0-8b0e-b20c818eab58",{"_95":92,"_173":-5,"_548":1437},1752072308.669296,{"_556":578,"_240":579,"_580":-5,"_45":1436},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"pytest\\\" -n pyproject.toml\\n\"}",{},"72767ab8-1d71-48dd-a386-c24f962637dc",{"_95":92,"_173":-5,"_548":1444},{"_556":45,"_557":1442},{"_587":57,"_588":589,"_554":555},[1443],"I'll check the pyproject file for test configurations since pyrotest isn't present.",{},"5434a04b-fd88-4b79-bb7d-a2460660e4bf",{"_95":569,"_173":601,"_548":1452},1752072307.439162,{"_556":45,"_557":1450},{},[1451],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 1009, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"tool.pytest\\\" -n pyproject\", \".toml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"a0a778\"}",{},"38b38272-d350-42fb-a31c-1eb7c1eaa348",{"_95":92,"_173":-5,"_548":1459},1752072307.258769,{"_556":578,"_240":579,"_580":-5,"_45":1458},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"tool.pytest\\\" -n pyproject.toml\\n\"}",{},"4bb1f696-1b21-4598-bda3-32880f766413",{"_95":92,"_173":-5,"_548":1466},{"_556":45,"_557":1464},{"_587":57,"_588":589,"_554":555},[1465],"I'm reviewing the bottom part for relevant pytest configuration settings.",{},"cca2f4a9-0465-411c-9393-e2e93009f416",{"_95":569,"_173":601,"_548":1474},1752072305.993482,{"_556":45,"_557":1472},{},[1473],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 933, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"[tool.pytest.ini_options]\", \"\\\" -n pyproject.toml\", \"1:[build-system]\", \"2:requires = [\\\"setuptools>=57\\\", \\\"wheel\\\"]\", \"3:build-backend = \\\"setuptools.build_meta\\\"\", \"5:[tool.bandit]\", \"6:target = [\\\"test\\\", \\\"roboflow\\\"]\", \"7:tests = [\\\"B201\\\", \\\"B301\\\"]\", \"9:[tool.ruff]\", \"10:target-version = \\\"py38\\\"\", \"11:line-length = 120\", \"13:[tool.ruff.lint]\", \"14:select = [\\\"ALL\\\"]\", \"15:ignore = [\", \"35: \\\"PLC0415\\\", # `import` should be at the top-level of a file\", \"50:# Exclude a variety of commonly ignored directories.\", \"51:exclude = [\", \"52: \\\".bzr\\\",\", \"53: \\\".direnv\\\",\", \"54: \\\".eggs\\\",\", \"55: \\\".git\\\",\", \"56: \\\".git-rewrite\\\",\", \"57: \\\".hg\\\",\", \"58: \\\".mypy_cache\\\",\", \"59: \\\".nox\\\",\", \"60: \\\".pants.d\\\",\", \"61: \\\".pytype\\\",\", \"62: \\\".ruff_cache\\\",\", \"63: \\\".svn\\\",\", \"64: \\\".tox\\\",\", \"65: \\\".venv\\\",\", \"66: \\\"__pypackages__\\\",\", \"67: \\\"_build\\\",\", \"68: \\\"buck-out\\\",\", \"69: \\\"build\\\",\", \"70: \\\"dist\\\",\", \"71: \\\"node_modules\\\",\", \"72: \\\"venv\\\",\", \"73: \\\"yarn-error.log\\\",\", \"74: \\\"yarn.lock\\\",\", \"75: \\\"docs\\\",\", \"76: \\\"tests/manual/debugme.py\\\", # file is intentionally broken\", \"79:# Allow unused variables when underscore-prefixed.\", \"80:dummy-variable-rgx = \\\"^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$\\\"\", \"82:[tool.ruff.lint.pydocstyle]\", \"83:convention = \\\"google\\\"\", \"85:[tool.ruff.lint.per-file-ignores]\", \"86:\\\"__init__.py\\\" = [\", \"87: \\\"E402\\\", # Module level import not at top of file\", \"88: \\\"F401\\\", # Imported but unused\", \"91:[tool.ruff.lint.pyupgrade]\", \"92:# Preserve types, even if a file imports `from __future__ import annotations`\", \".\", \"93:keep-runtime-typing = true\", \"95:[tool.ruff.lint.flake8-tidy-imports]\", \"96:banned-module-level-imports = [\", \"98: \\\"matplotlib\\\",\", \"99: \\\"numpy\\\",\", \"102:[tool.mypy]\", \"103:python_version = \\\"3.8\\\"\", \"104:exclude = [\\\"^build/\\\"]\", \"106:[[tool.mypy.overrides]]\", \"107:module = [\", \"108: \\\"_datetime.*\\\",\", \"109: \\\"filetype.*\\\",\", \"110: # IPython is an optional dependency\", \"111: \\\"IPython.display.*\\\",\", \"112: # ipywidgets is an optional dependency\", \"113: \\\"ipywidgets.*\\\",\", \"114: # matplotlib typing is not available for Python 3.8\", \"115: # remove this when we stop supporting Python 3.8\", \"116: \\\"matplotlib.*\\\",\", \"117: \\\"requests_toolbelt.*\\\",\", \"118: \\\"torch.*\\\",\", \"119: \\\"ultralytics.*\\\",\", \"121:ignore_missing_imports = true\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"cdb852\"}",{},"a6df4d2d-8657-40f9-bb58-f640c109fe35",{"_95":92,"_173":-5,"_548":1481},1752072305.651785,{"_556":578,"_240":579,"_580":-5,"_45":1480},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"[tool.pytest.ini_options]\\\" -n pyproject.toml\\n\"}",{},"525776ef-25c3-4d04-89ac-1833d47ef7a0",{"_95":92,"_173":-5,"_548":1488},{"_556":45,"_557":1486},{"_587":57,"_588":589,"_554":555},[1487],"I'll check the `pyproject.toml` for test dependencies since the Makefile doesn't include them.",{},"538edbde-de34-4a3f-9227-1ef98274113f",{"_95":569,"_173":601,"_548":1496},1752072303.928105,{"_556":45,"_557":1494},{},[1495],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 914, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat Makefile\", \".PHONY: style check_code_quality publish\", \"\", \"export PYTHONPATH = .\", \"check_dirs := roboflow\", \"\", \"style:\", \" ruff format $(check_dirs)\", \" ruff check $(check_dirs) --fix\", \"\", \"check_code_quality:\", \" ruff format $(check_dirs) --check\", \" ruff check $(check_dirs)\", \" mypy $(check_dirs)\", \"\", \"publish:\", \" python setup.py sdist bdist_wheel\", \" twine check dist/*\", \" twine upload dist/* -u ${PYPI_USERNAME} -p ${PYPI_PASSWORD} --verbose\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"444a58\"}",{},"a7d165a0-32f6-4d27-8a98-cf8bf82c30f4",{"_95":92,"_173":-5,"_548":1503},1752072303.510786,{"_556":578,"_240":579,"_580":-5,"_45":1502},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat Makefile\\n\"}",{},"286af2b8-8cd2-4a60-a471-19a2e84cb0cf",{"_95":92,"_173":-5,"_548":1510},{"_556":45,"_557":1508},{"_587":57,"_588":589,"_554":555},[1509],"I'll see if the Makefile includes tests or linting tasks.",{},"a904066a-f714-492a-8d8b-20b73198378d",{"_95":569,"_173":601,"_548":1518},1752072301.676178,{"_556":45,"_557":1516},{},[1517],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 911, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# make test >/tmp/test.log && tail -\", \"n 20 /tmp/test.log\", \"make: *** No rule to make target 'test'. Stop.\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"89eaa2\"}",{},"34dbf8f2-2d4d-4b27-81e7-2980e665558d",{"_95":92,"_173":-5,"_548":1524},1752072300.626554,{"_556":578,"_240":579,"_580":-5,"_45":791},{"_554":608},{},"878ea819-fb9d-4df5-b770-ecf57d73cb8b",{"_95":92,"_173":-5,"_548":1531},{"_556":45,"_557":1529},{"_587":57,"_588":589,"_554":555},[1530],"I'll check the pre-commit configuration, but for now, I'll just run 'make test'.",{},"fe2fc904-218c-4b15-b9a2-d81f806a6c33",{"_95":569,"_173":601,"_548":1539},1752072298.591368,{"_556":45,"_557":1537},{},[1538],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 900, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# head -n 10 meta.yaml\", \"package:\", \" name: roboflow\", \" version: 0.0.1\", \"\", \"build:\", \" number: 1\", \"\", \"requirements:\", \" run:\", \" - python\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"783c12\"}",{},"a9759756-18da-466c-a772-a187d9ff50d9",{"_95":92,"_173":-5,"_548":1546},1752072298.400896,{"_556":578,"_240":579,"_580":-5,"_45":1545},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"head -n 10 meta.yaml\\n\"}",{},"82e3778d-a719-41c8-a30e-db5e10025459",{"_95":92,"_173":-5,"_548":1553},{"_556":45,"_557":1551},{"_587":57,"_588":589,"_554":555},[1552],"Since some files may lack YAML, I’ll open meta.yaml to check the style.",{},"dccd0f88-2889-4d5a-9442-6e43bfc6b2d3",{"_95":569,"_173":601,"_548":1561},1752072297.162663,{"_556":45,"_557":1559},{},[1560],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 895, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find . -name '*.yaml' | head\", \"./.pre-commit-config.yaml\", \"./.devcontainer/docker-compose.yaml\", \"./meta.yaml\", \"./tests/datasets/sharks-tiny-yolov9/data.yaml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"210d18\"}",{},"91b1ecf9-a7f8-4d20-9a34-5a0df4f0e659",{"_95":92,"_173":-5,"_548":1568},1752072296.964743,{"_556":578,"_240":579,"_580":-5,"_45":1567},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find . -name '*.yaml' | head\\n\"}",{},"1cedcd35-5c14-4d94-877d-36379097cc20",{"_95":92,"_173":-5,"_548":1575},{"_556":45,"_557":1573},{"_587":57,"_588":589,"_554":555},[1574],"I’ll check if there are other YAML files in the repo besides the dataset.",{},"f822c83a-2ee8-4763-9e10-2b82e7779720",{"_95":569,"_173":601,"_548":1583},1752072294.046209,{"_556":45,"_557":1581},{},[1582],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 829, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# cat tests/annotations/valid_annota\", \"tion.json\", \"{\", \" \\\"info\\\": {\", \" \\\"year\\\": \\\"2020\\\",\", \" \\\"version\\\": \\\"1\\\",\", \" \\\"description\\\": \\\"None\\\",\", \" \\\"contributor\\\": \\\"Linas\\\",\", \" \\\"url\\\": \\\"https://app.roboflow.ai/datasets/hard-hat-sample/1\\\",\", \" \\\"date_created\\\": \\\"2000-01-01T00:00:00+00:00\\\"\", \" },\", \" \\\"licenses\\\": [\", \" {\", \" \\\"id\\\": 1,\", \" \\\"url\\\": \\\"https://creativecommons.org/publicdomain/zero/1.0/\\\",\", \" \\\"name\\\": \\\"Public Domain\\\"\", \" }\", \" ],\", \" \\\"categories\\\": [\", \" {\", \" \\\"id\\\": 0,\", \" \\\"name\\\": \\\"cat\\\",\", \" \\\"supercategory\\\": \\\"animals\\\"\", \" }\", \" ],\", \" \\\"images\\\": [\", \" {\", \" \\\"id\\\": 0,\", \" \\\"license\\\": 1,\", \" \\\"file_name\\\": \\\"bla.JPG\\\",\", \" \\\"height\\\": 1024,\", \" \\\"width\\\": 1792,\", \" \\\"date_captured\\\": \\\"2020-07-20T19:39:26+00:00\\\"\", \" }\", \" ],\", \" \\\"annotations\\\": [\", \" {\", \" \\\"id\\\": 0,\", \" \\\"image_id\\\": 0,\", \" \\\"category_id\\\": 0,\", \" \\\"bbox\\\": [\", \" 45,\", \" 2,\", \" 85,\", \" 85\", \" ],\", \" \\\"area\\\": 7225,\", \" \\\"segmentation\\\": [],\", \" \\\"iscrowd\\\": 0\", \" },\", \" {\", \" \\\"id\\\": 1,\", \" \\\"image_id\\\": 0,\", \" \\\"category_id\\\": 0,\", \" \\\"bbox\\\": [\", \" 324,\", \" 29,\", \" 72,\", \" 81\", \" ],\", \" \\\"area\\\": 5832,\", \" \\\"segmentation\\\": [],\", \" \\\"iscrowd\\\": 0\", \" }\", \" ]\", \"}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"1f11dc\"}",{},"89b2d0ed-3ab0-49a7-b45d-2aad35fd38d2",{"_95":92,"_173":-5,"_548":1590},1752072293.835609,{"_556":578,"_240":579,"_580":-5,"_45":1589},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"cat tests/annotations/valid_annotation.json\\n\"}",{},"869d315d-bfbb-49e5-acd9-03728a17d685",{"_95":92,"_173":-5,"_548":1597},{"_556":45,"_557":1595},{"_587":57,"_588":589,"_554":555},[1596],"I'm opening the sample JSON to understand its formatting before adding YAML.",{},"03482522-ee52-4556-b1bf-7df9d949a3c3",{"_95":569,"_173":601,"_548":1605},1752072292.511089,{"_556":45,"_557":1603},{},[1604],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 827, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/annotations\", \"invalid_annotation.json valid_annotation.json\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"379bcb\"}",{},"be8ed0a4-93c4-483f-a0ea-f57a594b25d6",{"_95":92,"_173":-5,"_548":1612},1752072292.272039,{"_556":578,"_240":579,"_580":-5,"_45":1611},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/annotations\\n\"}",{},"3100168d-6989-46d0-bb78-2939c83dd158",{"_95":92,"_173":-5,"_548":1619},{"_556":45,"_557":1617},{"_587":57,"_588":589,"_554":555},[1618],"I'm checking the tests/annotations folder to decide where to put the YAML file.",{},"34c82386-b984-404c-93e9-cff0eeb09d67",{"_95":569,"_173":601,"_548":1627},1752072291.043423,{"_556":45,"_557":1625},{},[1626],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 814, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests -type d -maxdepth 1\", \"find: warning: you have specified the global option -maxdepth after the argument\", \" -type, but global options are not positional, i.e., -maxdepth affects tests spe\", \"cified before it as well as those specified after it. Please specify global opt\", \"ions before other arguments.\", \"tests\", \"tests/images\", \"tests/annotations\", \"tests/manual\", \"tests/models\", \"tests/datasets\", \"tests/output\", \"tests/util\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ed1992\"}",{},"7641d7dc-5dba-4e6d-a0f0-c2e8ae3734c7",{"_95":92,"_173":-5,"_548":1634},1752072290.853951,{"_556":578,"_240":579,"_580":-5,"_45":1633},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests -type d -maxdepth 1\\n\"}",{},"038ca13f-2f86-4c07-bd70-120d60c0da59",{"_95":92,"_173":-5,"_548":1641},{"_556":45,"_557":1639},{"_587":57,"_588":589,"_554":555},[1640],"I’m considering whether to store labelmaps in tests/annotations or create a new folder.",{},"b0e10778-1acd-48bb-96af-dba81bfae54a",{"_95":569,"_173":601,"_548":1649},1752072287.473721,{"_556":45,"_557":1647},{},[1648],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 811, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests\", \"__init__.py datasets images models test_project.py test_rfapi.py util\", \"annotations helpers.py manual output test_queries.py test_version.py\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"cbe2f6\"}",{},"3cb6bead-48dc-4125-bda8-57f4699b8305",{"_95":92,"_173":-5,"_548":1656},1752072286.976604,{"_556":578,"_240":579,"_580":-5,"_45":1655},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests\\n\"}",{},"c44a274a-7be6-4cd2-ae9f-7e0829a0838b",{"_95":92,"_173":-5,"_548":1663},{"_556":45,"_557":1661},{"_587":57,"_588":589,"_554":555},[1662],"I'm considering adding a YAML file for label maps—let's review existing test directories first.",{},"f7542f4e-eebf-4dd0-be28-fd9db20a2a91",{"_95":569,"_173":601,"_548":1671},1752072283.871132,{"_556":45,"_557":1669},{},[1670],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 806, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/images\", \"classify.jpg predictions.jpg sky-rabbit.heic\", \"file_example_TIFF_1MB.tiff rabbit.JPG whatsnew.avif\", \"hand-rabbit.PNG rabbit2.jpg woodland-rabbit.png\", \"not_an_image.txt sky-rabbit.gif\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"4c6c03\"}",{},"0a8b1398-4477-41a8-a502-6128d571e6b1",{"_95":92,"_173":-5,"_548":1678},1752072283.689773,{"_556":578,"_240":579,"_580":-5,"_45":1677},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/images\\n\"}",{},"d56f5a07-76fe-4eb6-8d2d-376f422f58ca",{"_95":92,"_173":-5,"_548":1685},{"_556":45,"_557":1683},{"_587":57,"_588":589,"_554":555},[1684],"I'll check the \"tests/images\" folder to see where to store the new YAML file.",{},"2bcef652-116d-4ff7-95a1-53467476fa31",{"_95":569,"_173":601,"_548":1693},1752072281.515281,{"_556":45,"_557":1691},{},[1692],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 803, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"load_labelmap\\\" -R tests |\", \" wc -l\", \"3\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"80ba65\"}",{},"454bc726-a69a-4216-934d-bb8b3edf8454",{"_95":92,"_173":-5,"_548":1700},1752072281.273459,{"_556":578,"_240":579,"_580":-5,"_45":1699},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"load_labelmap\\\" -R tests | wc -l\\n\"}",{},"99ea2663-e16f-46f5-85d8-e360ed62e345",{"_95":92,"_173":-5,"_548":1707},{"_556":45,"_557":1705},{"_587":57,"_588":589,"_554":555},[1706],"I'll check if there are existing tests for load_labelmap, possibly in test_image_utils.py.",{},"50777640-de1b-4410-bfd5-5798636a44e1",{"_95":569,"_173":601,"_548":1715},1752072279.030418,{"_556":45,"_557":1713},{},[1714],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 766, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,120p' tests/util/test_im\", \"age_utils.py\", \"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"067f4a\"}",{},"ef818464-e25c-4fb2-865a-3f4ae8ea9e2c",{"_95":92,"_173":-5,"_548":1722},1752072278.73514,{"_556":578,"_240":579,"_580":-5,"_45":1721},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,120p' tests/util/test_image_utils.py\\n\"}",{},"77333368-8e70-407f-b6b6-e1e56e57b330",{"_95":92,"_173":-5,"_548":1729},{"_556":45,"_557":1727},{"_587":57,"_588":589,"_554":555},[1728],"I'll create tests for `load_labelmap` in `test_image_utils.py`, checking styles in other tests.",{},"b83f84f8-77f5-41da-a464-2ea2d9331fe2",{"_95":569,"_173":601,"_548":1737},1752072276.813507,{"_556":45,"_557":1735},{},[1736],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 738, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,120p' tests/util/test_ve\", \"rsions.py\", \"import unittest\", \"from importlib import import_module\", \"\", \"from roboflow.util.versions import get_wrong_dependencies_versions\", \"\", \"\", \"class TestVersions(unittest.TestCase):\", \" def test_wrong_dependencies_versions(self):\", \" module_path = \\\"tests.util.dummy_module\\\"\", \" module_version = import_module(module_path).__version__\", \" tests = [\", \" (\\\"tests.util.dummy_module\\\", \\\"==\\\", module_version),\", \" (\\\"tests.util.dummy_module\\\", \\\"<=\\\", \\\"0.2.0\\\"),\", \" (\\\"tests.util.dummy_module\\\", \\\"<=\\\", \\\"1.0.0\\\"),\", \" (\\\"tests.util.dummy_module\\\", \\\">=\\\", \\\"0.1.0\\\"),\", \" (\\\"tests.util.dummy_module\\\", \\\">=\\\", \\\"0.6.0\\\"),\", \" (\\\"tests.util.dummy_module\\\", \\\">=\\\", \\\"0.1.34\\\"),\", \" ]\", \" # true if dep is correc\", \" expected_results = [True, False, True, True, False, True]\", \"\", \" for test, expected_result in zip(tests, expected_results):\", \" wrong_dependencies_versions = get_wrong_dependencies_versions([test]\", \")\", \" is_correct_dep = len(wrong_dependencies_versions) == 0\", \" self.assertEqual(is_correct_dep, expected_result)\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"10c093\"}",{},"2ff073d1-66aa-4848-9d31-7a3456cb59b8",{"_95":92,"_173":-5,"_548":1744},1752072276.515998,{"_556":578,"_240":579,"_580":-5,"_45":1743},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,120p' tests/util/test_versions.py\\n\"}",{},"d445af5a-f194-4364-8732-ff21d7f0a824",{"_95":92,"_173":-5,"_548":1751},{"_556":45,"_557":1749},{"_587":57,"_588":589,"_554":555},[1750],"I'll explore test files to follow the format, then add tests for load_labelmap.",{},"25ce169d-8fa3-437b-b249-f9f0ee62b915",{"_95":569,"_173":601,"_548":1759},1752072274.267169,{"_556":45,"_557":1757},{},[1758],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 667, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '360,420p' tests/test_proje\", \"ct.py\", \" \\\"assertions\\\": {\\\"thread_pool\\\": {\\\"count\\\": 1, \\\"kwargs\\\": {\\\"max_worke\", \"rs\\\": 5}}},\", \" \\\"extra_mocks\\\": [(\\\"thread_pool\\\", \\\"concurrent.futures.ThreadPoolEx\", \"ecutor\\\", {})],\", \" },\", \" {\\\"name\\\": \\\"empty_dataset\\\", \\\"dataset\\\": [], \\\"params\\\": {}, \\\"assertions\\\":\", \" {\\\"upload\\\": {\\\"count\\\": 0}}},\", \" {\", \" \\\"name\\\": \\\"raw_text_annotation\\\",\", \" \\\"dataset\\\": [\", \" {\", \" \\\"file\\\": \\\"image1.jpg\\\",\", \" \\\"split\\\": \\\"train\\\",\", \" \\\"annotationfile\\\": {\\\"rawText\\\": \\\"annotation content here\\\",\", \" \\\"format\\\": \\\"json\\\"},\", \" }\", \" ],\", \" \\\"params\\\": {},\", \" \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"count\\\": 1}},\", \" },\", \" ]\", \"\", \" error_cases = [\", \" {\", \" \\\"name\\\": \\\"image_upload_error\\\",\", \" \\\"side_effect\\\": {\", \" \\\"upload_image_side_effect\\\": lambda *args, **kwargs: (_ for _\", \" in ()).throw(\", \" ImageUploadError(\\\"Failed to upload image\\\")\", \" )\", \" },\", \" \\\"params\\\": {\\\"num_workers\\\": 1},\", \" },\", \" {\", \" \\\"name\\\": \\\"annotation_upload_error\\\",\", \" \\\"side_effect\\\": {\", \" \\\"save_annotation_side_effect\\\": lambda *args, **kwargs: (_ fo\", \"r _ in ()).throw(\", \" AnnotationSaveError(\\\"Failed to save annotation\\\")\", \" )\", \" },\", \" \\\"params\\\": {\\\"num_workers\\\": 1},\", \" },\", \" ]\", \"\", \" for scenario in test_scenarios:\", \" test_dataset = (\", \" self._create_test_dataset(scenario.get(\\\"dataset\\\")) if scenario.g\", \"et(\\\"dataset\\\") is not None else None\", \" )\", \"\", \" extra_mocks = {}\", \" if \\\"extra_mocks\\\" in scenario:\", \" for mock_name, target, config in scenario.get(\\\"extra_mocks\\\", [])\", \":\", \" extra_mocks[mock_name] = patch(target, **config)\", \"\", \" mocks = self._setup_upload_dataset_mocks(\", \" test_dataset=test_dataset,\", \" image_return=scenario.get(\\\"image_return\\\"),\", \" project_created=scenario.get(\\\"project_created\\\", False),\", \" )\", \"\", \" mock_objects = {}\", \" for name, mock in mocks.items():\", \" mock_objects[name] = mock.start()\", \"\", \" for name, mock in extra_mocks.items():\", \" mock_objects[name] = mock.start()\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"d8c76f\"}",{},"708c3cba-3ae5-42d0-863a-196462c3418c",{"_95":92,"_173":-5,"_548":1766},1752072274.063239,{"_556":578,"_240":579,"_580":-5,"_45":1765},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '360,420p' tests/test_project.py\\n\"}",{},"fa13eca9-e8aa-4473-a23d-0ec48999de83",{"_95":92,"_173":-5,"_548":1773},{"_556":45,"_557":1771},{"_587":57,"_588":589,"_554":555},[1772],"Looking for the rest of the changes in this patch.",{},"d0af211a-88fd-4062-bbe6-8a5cd40f9f1a",{"_95":569,"_173":601,"_548":1781},1752072273.058302,{"_556":45,"_557":1779},{},[1780],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 619, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '320,360p' tests/test_proje\", \"ct.py\", \" \\\"dataset\\\": None,\", \" \\\"params\\\": {\", \" \\\"num_workers\\\": 2,\", \" \\\"project_license\\\": \\\"CC BY 4.0\\\",\", \" \\\"project_type\\\": \\\"classification\\\",\", \" \\\"batch_name\\\": \\\"test-batch\\\",\", \" \\\"num_retries\\\": 3,\", \" },\", \" \\\"assertions\\\": {\\\"upload\\\": {\\\"count\\\": 1, \\\"kwargs\\\": {\\\"batch_name\\\": \\\"\", \"test-batch\\\", \\\"num_retry_uploads\\\": 3}}},\", \" },\", \" {\", \" \\\"name\\\": \\\"project_creation\\\",\", \" \\\"dataset\\\": None,\", \" \\\"params\\\": {\\\"project_name\\\": \\\"new-project\\\"},\", \" \\\"assertions\\\": {},\", \" \\\"project_created\\\": True,\", \" },\", \" {\", \" \\\"name\\\": \\\"with_labelmap\\\",\", \" \\\"dataset\\\": [\", \" {\", \" \\\"file\\\": \\\"image1.jpg\\\",\", \" \\\"split\\\": \\\"train\\\",\", \" \\\"annotationfile\\\": {\\\"file\\\": \\\"image1.xml\\\", \\\"labelmap\\\": \\\"pa\", \"th/to/labelmap.json\\\"},\", \" }\", \" ],\", \" \\\"params\\\": {},\", \" \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"count\\\": 1}, \\\"load_labelmap\\\":\", \" {\\\"count\\\": 1}},\", \" \\\"extra_mocks\\\": [\", \" (\", \" \\\"load_labelmap\\\",\", \" \\\"roboflow.core.workspace.load_labelmap\\\",\", \" {\\\"return_value\\\": {\\\"old_label\\\": \\\"new_label\\\"}},\", \" )\", \" ],\", \" },\", \" {\", \" \\\"name\\\": \\\"concurrent_uploads\\\",\", \" \\\"dataset\\\": [{\\\"file\\\": f\\\"image{i}.jpg\\\", \\\"split\\\": \\\"train\\\"} for i in\", \" range(10)],\", \" \\\"params\\\": {\\\"num_workers\\\": 5},\", \" \\\"assertions\\\": {\\\"thread_pool\\\": {\\\"count\\\": 1, \\\"kwargs\\\": {\\\"max_worke\", \"rs\\\": 5}}},\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"b29e2f\"}",{},"71ede266-a2f1-406a-ad2a-41b6e2536178",{"_95":92,"_173":-5,"_548":1788},1752072272.857255,{"_556":578,"_240":579,"_580":-5,"_45":1787},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '320,360p' tests/test_project.py\\n\"}",{},"69843cb0-f978-4e8f-97a2-542131403eda",{"_95":92,"_173":-5,"_548":1795},{"_556":45,"_557":1793},{"_587":57,"_588":589,"_554":555},[1794],"I'll open `tests/test_project.py` around line 330 to check for relevant test cases.",{},"16fd9d81-e01f-48e7-b5a0-a475622dca03",{"_95":569,"_173":601,"_548":1803},1752072271.441703,{"_556":45,"_557":1801},{},[1802],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 612, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -R \\\"load_labelmap\\\" tests -n |\", \" head\", \"tests/test_project.py:347: \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"co\", \"unt\\\": 1}, \\\"load_labelmap\\\": {\\\"count\\\": 1}},\", \"tests/test_project.py:350: \\\"load_labelmap\\\",\", \"tests/test_project.py:351: \\\"roboflow.core.workspace.load_\", \"labelmap\\\",\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"3566e2\"}",{},"d8dbc6db-87a5-4c5a-86c4-c5ff68cc5985",{"_95":92,"_173":-5,"_548":1810},1752072270.348897,{"_556":578,"_240":579,"_580":-5,"_45":1809},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"\",\"yield_time_ms\":1000}\n",{},"6f2eea2e-dff4-47e2-8c50-2bd2a00aad44",{"_95":569,"_173":601,"_548":1818},1752072269.168704,{"_556":45,"_557":1816},{},[1817],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 612, \"output\": [], \"num_elided_lines\": 0, \"chunk_id\": \"b227f1\"}",{},"e6eafede-f4b3-4b48-a5bb-88e9524d6c99",{"_95":92,"_173":-5,"_548":1825},1752072268.759786,{"_556":578,"_240":579,"_580":-5,"_45":1824},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -R \\\"load_labelmap\\\" tests -n | head\\n\"}",{},"e6eb59e0-3d3d-435c-b7ae-282c857d4cf6",{"_95":92,"_173":-5,"_548":1832},{"_556":45,"_557":1830},{"_587":57,"_588":589,"_554":555},[1831],"I'll need to create a test for the load_labelmap function—no existing test for it.",{},"472a2b16-a6aa-45ee-ab5d-fd7654fb89b4",{"_95":569,"_173":601,"_548":1840},1752072265.269095,{"_556":45,"_557":1838},{},[1839],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 609, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/manual\", \"debugme.py import.sh uselocal usestaging\", \"download.sh login.sh useprod video_inference.sh\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"06f270\"}",{},"7c7a375f-9441-42a5-b707-bad9c28975b0",{"_95":92,"_173":-5,"_548":1847},1752072265.081878,{"_556":578,"_240":579,"_580":-5,"_45":1846},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/manual\\n\"}",{},"57029874-9924-45a1-92d6-16ba50c2834d",{"_95":92,"_173":-5,"_548":1854},{"_556":45,"_557":1852},{"_587":57,"_588":589,"_554":555},[1853],"I'll check tests/helpers or other files for how to read labelmaps before adding a YAML.",{},"6c6efd84-0198-4660-8ea9-e8fecf0007e5",{"_95":569,"_173":601,"_548":1862},1752072263.505394,{"_556":45,"_557":1860},{},[1861],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 588, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests -name '*.labels' -o -na\", \"me '*.txt' | grep label | head\", \"tests/datasets/skinproblem-multilabel-classification/README.dataset.txt\", \"tests/datasets/sharks-tiny-yolov9/valid/labels/sharks_mp4-14_jpg.rf.4ab04d671bec\", \"824eddf8bad861874da4.txt\", \"tests/datasets/sharks-tiny-yolov9/valid/labels/sharks_mp4-18_jpg.rf.35a340834eb3\", \"80c8590eb246ba71b298.txt\", \"tests/datasets/sharks-tiny-yolov9/test/labels/sharks_mp4-1_jpg.rf.4cfe68e1e1f580\", \"f36628ee5868b61564.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-20_jpg.rf.5359121123e8\", \"6e016401ea2731e47949.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-13_jpg.rf.4ba3d8914eb8\", \"b4026151b3c1a8039fd7.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-11_jpg.rf.aaf303e6eba9\", \"1380d782d7c5fff1dc92.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-7_jpg.rf.7154b5120b925\", \"b32ab357667d07025a0.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-17_jpg.rf.17133fea40c5\", \"058ab0b924a96ed9d4b0.txt\", \"tests/datasets/sharks-tiny-yolov9/train/labels/sharks_mp4-4_jpg.rf.607a420579259\", \"ea897766958d3e6fb36.txt\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ddcac4\"}",{},"edf0231a-83c7-4092-ad84-a3b4a87a7bf1",{"_95":92,"_173":-5,"_548":1869},1752072263.320823,{"_556":578,"_240":579,"_580":-5,"_45":1868},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests -name '*.labels' -o -name '*.txt' | grep label | head\\n\"}",{},"4cbb3e16-6c58-4cdb-a7a4-5d5c07631355",{"_95":92,"_173":-5,"_548":1876},{"_556":45,"_557":1874},{"_587":57,"_588":589,"_554":555},[1875],"I’ll check for any labelmap tests and consider creating new ones for dictionary-style YAML.",{},"e0d559df-16a4-4daa-abbe-d6e15092ed1a",{"_95":569,"_173":601,"_548":1884},1752072261.350334,{"_556":45,"_557":1882},{},[1883],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 586, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests/datasets -name '*.label\", \"s' | head\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"3ce358\"}",{},"618f4604-cd77-43d1-99a6-33ef24dbe63a",{"_95":92,"_173":-5,"_548":1891},1752072261.173649,{"_556":578,"_240":579,"_580":-5,"_45":1890},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests/datasets -name '*.labels' | head\\n\"}",{},"84f4fa33-06bd-413b-abef-9d3891a42f6a",{"_95":92,"_173":-5,"_548":1898},{"_556":45,"_557":1896},{"_587":57,"_588":589,"_554":555},[1897],"I’ll check tests/datasets/chess and others for possible .labels files beyond just data.yaml.",{},"7835a9ba-8692-4cf1-82a9-c4a4629e0ef9",{"_95":569,"_173":601,"_548":1906},1752072259.252889,{"_556":45,"_557":1904},{},[1905],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 583, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find tests -name '*.yaml' -o -name\", \" '*.yml' | head\", \"tests/datasets/sharks-tiny-yolov9/data.yaml\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"0c6e77\"}",{},"9c1f8c79-f441-4f6d-9dd1-f92e69984078",{"_95":92,"_173":-5,"_548":1913},1752072259.016126,{"_556":578,"_240":579,"_580":-5,"_45":1912},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"find tests -name '*.yaml' -o -name '*.yml' | head\\n\"}",{},"ef19f22b-7c55-4726-86b9-9b7f0702fcf4",{"_95":92,"_173":-5,"_548":1920},{"_556":45,"_557":1918},{"_587":57,"_588":589,"_554":555},[1919],"The 'names' field in labelmap is a list, not a dictionary. Let's search for labels.",{},"627a09e5-4317-49a7-8148-a997f72433d7",{"_95":569,"_173":601,"_548":1928},1752072257.620846,{"_556":45,"_557":1926},{},[1927],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 570, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# head tests/datasets/sharks-tiny-yo\", \"lov9/data.yaml\", \"names:\", \"- fish\", \"- primary\", \"- shark\", \"nc: 3\", \"roboflow:\", \" license: MIT\", \" project: sharks-tiny-q9lmf\", \" url: https://universe.roboflow.com/wolfodorpythontests/sharks-tiny-q9lmf/datas\", \"et/774\", \" version: 774\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"b4138a\"}",{},"cf7c52d2-f4e3-4b3a-8564-e7f195772fdb",{"_95":92,"_173":-5,"_548":1935},1752072257.44406,{"_556":578,"_240":579,"_580":-5,"_45":1934},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"head tests/datasets/sharks-tiny-yolov9/data.yaml\\n\"}",{},"47f7ec3c-8a7e-400f-8f13-6f2c45fdbfe9",{"_95":569,"_173":601,"_548":1943},1752072256.592947,{"_556":45,"_557":1941},{},[1942],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 563, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/datasets/sharks-tiny-yolo\", \"v9 | head\", \"README.dataset.txt\", \"data.yaml\", \"test\", \"train\", \"valid\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"1aaaf4\"}",{},"01991288-73a5-479c-99c9-f6ab46e932c7",{"_95":92,"_173":-5,"_548":1950},1752072256.41294,{"_556":578,"_240":579,"_580":-5,"_45":1949},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/datasets/sharks-tiny-yolov9 | head\\n\"}",{},"acaff069-56d2-4cbf-9de7-1001baf44935",{"_95":569,"_173":601,"_548":1958},1752072255.066664,{"_556":45,"_557":1956},{},[1957],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 554, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/datasets | head\", \"chess\", \"corrosion-singlelabel-classification\", \"mosquitos\", \"paligemma\", \"sharks-tiny-coco\", \"sharks-tiny-createml\", \"sharks-tiny-yolov9\", \"skinproblem-multilabel-classification\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"63b9f6\"}",{},"6d872227-917a-4cd9-a5c7-9be336f93253",{"_95":92,"_173":-5,"_548":1965},1752072254.651574,{"_556":578,"_240":579,"_580":-5,"_45":1964},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/datasets | head\\n\"}",{},"3b882b95-c3c8-4513-b77a-b5bba5f199ac",{"_95":92,"_173":-5,"_548":1972},{"_556":45,"_557":1970},{"_587":57,"_588":589,"_554":555},[1971],"I'll check the tests/datasets folder for possible labelmap or yaml files.",{},"cfdfa21b-281a-469b-8bc0-e5bde12212ba",{"_95":569,"_173":601,"_548":1980},1752072252.652623,{"_556":45,"_557":1978},{},[1979],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 510, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '294,340p' roboflow/util/fo\", \"lderparser.py\", \"def _load_labelmaps(folder, labelmaps):\", \" for labelmap in labelmaps:\", \" try:\", \" labelmap[\\\"labelmap\\\"] = load_labelmap(f\\\"{folder}{labelmap['file']}\\\")\", \" except Exception:\", \" # raise Exception(f\\\"failed to load labelmap {labelmap['file']}\\\")\", \" pass\", \" return [lm for lm in labelmaps if lm.get(\\\"labelmap\\\")]\", \"\", \"\", \"def _decide_split(images):\", \" for i in images:\", \" fullkey = i[\\\"fullkey\\\"]\", \" if \\\"valid\\\" in fullkey:\", \" i[\\\"split\\\"] = \\\"valid\\\"\", \" elif \\\"train\\\" in fullkey:\", \" i[\\\"split\\\"] = \\\"train\\\"\", \" elif \\\"test\\\" in fullkey:\", \" i[\\\"split\\\"] = \\\"test\\\"\", \" else:\", \" i[\\\"split\\\"] = \\\"train\\\"\", \"\", \"\", \"def _list_map(my_list, key):\", \" d = {}\", \" for i in my_list:\", \" d.setdefault(i[key], []).append(i)\", \" return d\", \"\", \"\", \"def _infer_classification_labels_from_folders(images):\", \" for image in images:\", \" if image.get(\\\"annotationfile\\\"):\", \" continue\", \" dirname = image.get(\\\"dirname\\\", \\\"\\\").strip(\\\"/\\\")\", \" if not dirname or dirname == \\\".\\\":\", \" # Skip images in root directory or invalid paths\", \" continue\", \" class_name = os.path.basename(dirname)\", \" if class_name and class_name != \\\".\\\":\", \" image[\\\"annotationfile\\\"] = {\\\"classification_label\\\": class_name, \\\"type\", \"\\\": \\\"classification_folder\\\"}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"15d81a\"}",{},"57e663fb-1ca6-4253-84bc-cc8a4ac560c7",{"_95":92,"_173":-5,"_548":1987},1752072252.455119,{"_556":578,"_240":579,"_580":-5,"_45":1986},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"sed -n '294,340p' roboflow/util/folderparser.py\\n\"}",{},"674511f0-da79-42e6-aa1d-9e4fb411b3ba",{"_95":569,"_173":601,"_548":1995},1752072251.410791,{"_556":45,"_557":1993},{},[1994],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 508, \"output\": [\"34: labelmaps = _load_labelmaps(folder, labelmaps)\", \"294:def _load_labelmaps(folder, labelmaps):\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"1d4dc9\"}",{},"55bc47cf-0733-4523-9e60-804a814a9b95",{"_95":92,"_173":-5,"_548":2001},1752072250.155272,{"_556":578,"_240":579,"_580":-5,"_45":1809},{"_554":577},{},"2b8efc99-9430-46b8-9808-517d3fd4706d",{"_95":569,"_173":601,"_548":2009},1752072249.327355,{"_556":45,"_557":2007},{},[2008],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 506, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"_load_labelmaps\\\" -n robof\", \"low/util/folderparser.py\", \"\"], \"num_elided_lines\": 0, \"chunk_id\": \"e5ec8b\"}",{},"adccb06f-365f-455b-9c27-4316fad69f51",{"_95":92,"_173":-5,"_548":2016},1752072248.983498,{"_556":578,"_240":579,"_580":-5,"_45":2015},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"_load_labelmaps\\\" -n roboflow/util/folderparser.py\\n\"}",{},"b3921db5-946b-45cc-8a83-5f15216ed33b",{"_95":92,"_173":-5,"_548":2023},{"_556":45,"_557":2021},{"_587":57,"_588":589,"_554":555},[2022],"I'm looking through the code to find any references to _load_labelmaps.",{},"18376ce6-a911-49a7-bde6-6deb8c511dfc",{"_95":569,"_173":601,"_548":2031},1752072247.612247,{"_556":45,"_557":2029},{},[2030],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 401, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,100p' roboflow/util/fold\", \"erparser.py\", \"import json\", \"import os\", \"import re\", \"from collections import defaultdict\", \"\", \"from tqdm import tqdm\", \"\", \"from .image_utils import load_labelmap\", \"\", \"IMAGE_EXTENSIONS = {\\\".jpg\\\", \\\".jpeg\\\", \\\".png\\\", \\\".bmp\\\", \\\".tiff\\\", \\\".tif\\\", \\\".avif\\\", \\\"\", \".heic\\\"}\", \"ANNOTATION_EXTENSIONS = {\\\".txt\\\", \\\".json\\\", \\\".xml\\\", \\\".csv\\\", \\\".jsonl\\\"}\", \"LABELMAPS_EXTENSIONS = {\\\".labels\\\", \\\".yaml\\\", \\\".yml\\\"}\", \"\", \"\", \"def _patch_sep(filename):\", \" \\\"\\\"\\\"\", \" Replace Windows style slashes to keep filenames consistent.\", \"\", \" Roboflow depend on it server side.\", \" \\\"\\\"\\\"\", \" return filename.replace(\\\"\\\\\\\\\\\", \\\"/\\\")\", \"\", \"\", \"def parsefolder(folder, is_classification=False):\", \" folder = _patch_sep(folder).strip().rstrip(\\\"/\\\")\", \" if not os.path.exists(folder):\", \" raise Exception(f\\\"folder does not exist. {folder}\\\")\", \" files = _list_files(folder)\", \" images = [f for f in files if f[\\\"extension\\\"] in IMAGE_EXTENSIONS]\", \" _add_indices(images)\", \" _decide_split(images)\", \" annotations = [f for f in files if f[\\\"extension\\\"] in ANNOTATION_EXTENSIONS]\", \" labelmaps = [f for f in files if f[\\\"extension\\\"] in LABELMAPS_EXTENSIONS]\", \" labelmaps = _load_labelmaps(folder, labelmaps)\", \" _map_labelmaps_to_annotations(annotations, labelmaps)\", \" if not _map_annotations_to_images_1to1(images, annotations):\", \" annotations = _loadAnnotations(folder, annotations)\", \" _map_annotations_to_images_1tomany(images, annotations)\", \" if is_classification:\", \" _infer_classification_labels_from_folders(images)\", \" return {\", \" \\\"location\\\": folder,\", \" \\\"images\\\": images,\", \" }\", \"\", \"\", \"def _alphanumkey(s):\", \" s = os.path.splitext(s)[0]\", \" # Split the string into two parts: all characters before the last digit sequ\", \"ence, and the last digit sequence\", \" match = re.match(r\\\"(.*?)(\\\\d*)$\\\", s)\", \" if match:\", \" alpha_part = match.group(1)\", \" num_part = match.group(2)\", \" num_part = int(num_part) if num_part else 0\", \" return (alpha_part, num_part)\", \" else:\", \" return (s, 0)\", \"\", \"\", \"def _list_files(folder):\", \" filedescriptors = []\", \" for root, dirs, files in os.walk(folder):\", \" for file in files:\", \" file_path = os.path.join(root, file)\", \" rel = os.path.relpath(file_path, folder)\", \" filedescriptors.append(_describe_file(f\\\"/{rel}\\\"))\", \" filedescriptors = sorted(filedescriptors, key=lambda x: _alphanumkey(x[\\\"file\", \"\\\"]))\", \" return filedescriptors\", \"\", \"\", \"def _add_indices(files):\", \" for i, f in enumerate(files):\", \" f[\\\"index\\\"] = i\", \"\", \"\", \"def _describe_file(f):\", \" f = _patch_sep(f)\", \" name = f.split(\\\"/\\\")[-1]\", \" dirname = os.path.dirname(f)\", \" fullkey, extension = os.path.splitext(f)\", \" fullkey2 = fullkey.replace(\\\"/labels\\\", \\\"\\\").replace(\\\"/images\\\", \\\"\\\")\", \" key = os.path.splitext(name)[0]\", \" return {\", \" \\\"file\\\": f,\", \" \\\"dirname\\\": dirname,\", \" \\\"name\\\": name,\", \" \\\"extension\\\": extension.lower(),\", \" \\\"key\\\": key.lower(),\", \" \\\"fullkey\\\": fullkey.lower(),\", \" \\\"fullkey2\\\": fullkey2.lower(),\", \" }\", \"\", \"\", \"def _map_annotations_to_images_1to1(images, annotations):\", \" imgmap = {i[\\\"fullkey\\\"]: i for i in images}\", \" countmapped = 0\", \" for ann in annotations:\", \" image = imgmap.get(ann[\\\"fullkey\\\"])\", \" if image:\", \" image[\\\"annotationfile\\\"] = ann\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"53971e\"}",{},"603a297e-f343-4172-a64c-db942b3571a2",{"_95":92,"_173":-5,"_548":2038},1752072247.40431,{"_556":578,"_240":579,"_580":-5,"_45":2037},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,100p' roboflow/util/folderparser.py\\n\"}",{},"ac14683e-36b5-479a-8331-51fb9ff74e6e",{"_95":92,"_173":-5,"_548":2045},{"_556":45,"_557":2043},{"_587":57,"_588":589,"_554":555},[2044],"I need to check util/folderparser.py to understand how load_labelmap is used.",{},"d6ba95cd-0d12-422d-bcda-32a304d05616",{"_95":569,"_173":601,"_548":2053},1752072245.994758,{"_556":45,"_557":2051},{},[2052],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 380, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -R \\\"load_labelmap\\\" -n .\", \"./roboflow/core/workspace.py:19:from roboflow.util.image_utils import load_label\", \"map\", \"./roboflow/core/workspace.py:376: labelmap = load_labelmap(la\", \"belmap)\", \"./roboflow/core/project.py:18:from roboflow.util.image_utils import load_labelma\", \"p\", \"./roboflow/core/project.py:583: annotation_labelmap = load_labelmap(a\", \"nnotation_labelmap)\", \"./roboflow/util/folderparser.py:8:from .image_utils import load_labelmap\", \"./roboflow/util/folderparser.py:34: labelmaps = _load_labelmaps(folder, label\", \"maps)\", \"./roboflow/util/folderparser.py:294:def _load_labelmaps(folder, labelmaps):\", \"./roboflow/util/folderparser.py:297: labelmap[\\\"labelmap\\\"] = load_labe\", \"lmap(f\\\"{folder}{labelmap['file']}\\\")\", \"./roboflow/util/image_utils.py:101:def load_labelmap(f):\", \"./tests/test_project.py:347: \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"\", \"count\\\": 1}, \\\"load_labelmap\\\": {\\\"count\\\": 1}},\", \"./tests/test_project.py:350: \\\"load_labelmap\\\",\", \"./tests/test_project.py:351: \\\"roboflow.core.workspace.loa\", \"d_labelmap\\\",\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"0ad7ea\"}",{},"ee454663-12d6-48ec-80d7-8225fd017058",{"_95":92,"_173":-5,"_548":2060},1752072245.747554,{"_556":578,"_240":579,"_580":-5,"_45":2059},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -R \\\"load_labelmap\\\" -n .\\n\"}",{},"9fba4dbc-eeee-46fb-906b-f984b573d99c",{"_95":92,"_173":-5,"_548":2067},{"_556":45,"_557":2065},{"_587":57,"_588":589,"_554":555},[2066],"I'll search for \"load_labelmap(\" to check if there are any related test utilities.",{},"3765b304-21cd-4048-a871-191ff66f2d4f",{"_95":569,"_173":601,"_548":2075},1752072243.62028,{"_556":45,"_557":2073},{},[2074],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 378, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '160,320p' tests/util/test_\", \"folderparser.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"6e5343\"}",{},"39a1e03e-6e52-4659-b05e-81e403bd05de",{"_95":92,"_173":-5,"_548":2082},1752072243.437787,{"_556":578,"_240":579,"_580":-5,"_45":2081},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '160,320p' tests/util/test_folderparser.py\\n\"}",{},"1d294df9-1e14-443c-acf4-68d86e10634f",{"_95":92,"_173":-5,"_548":2089},{"_556":45,"_557":2087},{"_587":57,"_588":589,"_554":555},[2088],"I'll keep scrolling to make sure I don't miss anything important.",{},"3f663e3f-76a0-42d8-8073-99d0bc430a1b",{"_95":569,"_173":601,"_548":2097},1752072242.39193,{"_556":45,"_557":2095},{},[2096],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 244, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,160p' tests/util/test_fo\", \"lderparser.py\", \"import json\", \"import unittest\", \"from os.path import abspath, dirname\", \"\", \"from roboflow.util import folderparser\", \"\", \"thisdir = dirname(abspath(__file__))\", \"\", \"\", \"class TestFolderParser(unittest.TestCase):\", \" def test_parse_chess(self):\", \" chessfolder = f\\\"{thisdir}/../datasets/chess\\\"\", \" parsed = folderparser.parsefolder(chessfolder)\", \" _assertJsonMatchesFile(parsed, f\\\"{thisdir}/../output/parse-chess.json\\\")\", \"\", \" def test_parse_sharks_coco(self):\", \" sharksfolder = f\\\"{thisdir}/../datasets/sharks-tiny-coco\\\"\", \" parsed = folderparser.parsefolder(sharksfolder)\", \" testImagePath = \\\"/train/sharks_mp4-20_jpg.rf.90ba2e8e9ca0613f71359efb7ed\", \"48b26.jpg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePath][\", \"0]\", \" assert len(json.loads(testImage[\\\"annotationfile\\\"][\\\"rawText\\\"])[\\\"annotatio\", \"ns\\\"]) == 5\", \"\", \" def test_parse_sharks_createml(self):\", \" sharksfolder = f\\\"{thisdir}/../datasets/sharks-tiny-createml\\\"\", \" parsed = folderparser.parsefolder(sharksfolder)\", \" testImagePath = \\\"/train/sharks_mp4-20_jpg.rf.5359121123e86e016401ea2731e\", \"47949.jpg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePath][\", \"0]\", \" imgParsedAnnotations = json.loads(testImage[\\\"annotationfile\\\"][\\\"rawText\\\"]\", \")\", \" assert len(imgParsedAnnotations) == 1\", \" imgReference = imgParsedAnnotations[0]\", \" assert len(imgReference[\\\"annotations\\\"]) == 5\", \"\", \" def test_parse_sharks_yolov9(self):\", \" def test(sharksfolder):\", \" parsed = folderparser.parsefolder(sharksfolder)\", \" testImagePath = \\\"/train/images/sharks_mp4-20_jpg.rf.5359121123e86e01\", \"6401ea2731e47949.jpg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePa\", \"th][0]\", \" expectAnnotationFile = \\\"/train/labels/sharks_mp4-20_jpg.rf.535912112\", \"3e86e016401ea2731e47949.txt\\\"\", \" assert testImage[\\\"annotationfile\\\"][\\\"file\\\"] == expectAnnotationFile\", \" assert testImage[\\\"annotationfile\\\"][\\\"labelmap\\\"] == {0: \\\"fish\\\", 1: \\\"pr\", \"imary\\\", 2: \\\"shark\\\"}\", \"\", \" test(f\\\"{thisdir}/../datasets/sharks-tiny-yolov9\\\")\", \" test(f\\\"{thisdir}/../datasets/sharks-tiny-yolov9/\\\") # this was a bug onc\", \"e, can you believe it?\", \"\", \" def test_parse_mosquitos_csv(self):\", \" folder = f\\\"{thisdir}/../datasets/mosquitos\\\"\", \" parsed = folderparser.parsefolder(folder)\", \" testImagePath = \\\"/train_10308.jpeg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePath][\", \"0]\", \" assert testImage[\\\"annotationfile\\\"][\\\"name\\\"] == \\\"annotation.csv\\\"\", \" expected = \\\"img_fName,img_w,img_h,class_label,bbx_xtl,bbx_ytl,bbx_xbr,bb\", \"x_ybr\\\\n\\\"\", \" expected += \\\"train_10308.jpeg,1058,943,japonicus/koreicus,28,187,908,815\", \"\\\\n\\\"\", \" assert testImage[\\\"annotationfile\\\"][\\\"rawText\\\"] == expected\", \"\", \" def test_paligemma_format(self):\", \" folder = f\\\"{thisdir}/../datasets/paligemma\\\"\", \" parsed = folderparser.parsefolder(folder)\", \" testImagePath = \\\"/dataset/de48275e1ff70fab78bee31e09fc896d_png.rf.01a97b\", \"1ad053aa1e6525ac0451cee8b7.jpg\\\"\", \" testImage = [i for i in parsed[\\\"images\\\"] if i[\\\"file\\\"] == testImagePath][\", \"0]\", \" assert testImage[\\\"annotationfile\\\"][\\\"name\\\"] == \\\"annotation.jsonl\\\"\", \" expected = (\", \" '{\\\"image\\\": \\\"de48275e1ff70fab78bee31e09fc896d_png.rf.01a97b1ad053aa1e\", \"6525ac0451cee8b7.jpg\\\",'\", \" ' \\\"prefix\\\": \\\"Which sector had the highest ROI in 2013?\\\", \\\"suffix\\\": \\\"\", \"Retail\\\"}\\\\n'\", \" '{\\\"image\\\": \\\"de48275e1ff70fab78bee31e09fc896d_png.rf.01a97b1ad053aa1e\", \"6525ac0451cee8b7.jpg\\\",'\", \" ' \\\"prefix\\\": \\\"Which sector had the highest ROI in 2014?\\\", \\\"suffix\\\": \\\"\", \"Electronics\\\"}'\", \" )\", \" assert testImage[\\\"annotationfile\\\"][\\\"rawText\\\"] == expected\", \"\", \" def test_parse_classification_folder_structure(self):\", \" classification_folder = f\\\"{thisdir}/../datasets/corrosion-singlelabel-cl\", \"assification\\\"\", \" parsed = folderparser.parsefolder(classification_folder, is_classificati\", \"on=False)\", \" for img in parsed[\\\"images\\\"]:\", \" self.assertIsNone(img.get(\\\"annotationfile\\\"))\", \"\", \" parsed_classification = folderparser.parsefolder(classification_folder,\", \"is_classification=True)\", \" corrosion_images = [i for i in parsed_classification[\\\"images\\\"] if \\\"Corro\", \"sion\\\" in i[\\\"dirname\\\"]]\", \" self.assertTrue(len(corrosion_images) > 0)\", \" for img in corrosion_images:\", \" self.assertIsNotNone(img.get(\\\"annotationfile\\\"))\", \" self.assertEqual(img[\\\"annotationfile\\\"][\\\"type\\\"], \\\"classification_fold\", \"er\\\")\", \" self.assertEqual(img[\\\"annotationfile\\\"][\\\"classification_label\\\"], \\\"Cor\", \"rosion\\\")\", \" no_corrosion_images = [i for i in parsed_classification[\\\"images\\\"] if \\\"no\", \"-corrosion\\\" in i[\\\"dirname\\\"]]\", \" self.assertTrue(len(no_corrosion_images) > 0)\", \" for img in no_corrosion_images:\", \" self.assertIsNotNone(img.get(\\\"annotationfile\\\"))\", \" self.assertEqual(img[\\\"annotationfile\\\"][\\\"type\\\"], \\\"classification_fold\", \"er\\\")\", \" self.assertEqual(img[\\\"annotationfile\\\"][\\\"classification_label\\\"], \\\"no-\", \"corrosion\\\")\", \"\", \" def test_parse_multilabel_classification_csv(self):\", \" folder = f\\\"{thisdir}/../datasets/skinproblem-multilabel-classification\\\"\", \" parsed = folderparser.parsefolder(folder, is_classification=True)\", \" images = {img[\\\"name\\\"]: img for img in parsed[\\\"images\\\"]}\", \" img1 = images.get(\\\"101_jpg.rf.ffb91e580c891eb04b715545274b2469.jpg\\\")\", \" self.assertIsNotNone(img1)\", \" self.assertEqual(img1[\\\"annotationfile\\\"][\\\"type\\\"], \\\"classification_multila\", \"bel\\\")\", \" self.assertEqual(set(img1[\\\"annotationfile\\\"][\\\"labels\\\"]), {\\\"Blackheads\\\"})\", \"\", \"\", \"def _assertJsonMatchesFile(actual, filename):\", \" with open(filename) as file:\", \" expected = json.load(file)\", \" return actual == expected\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"2bd99f\"}",{},"1ab4f4a3-c824-4c11-8288-fdf0541d452a",{"_95":92,"_173":-5,"_548":2104},1752072242.150698,{"_556":578,"_240":579,"_580":-5,"_45":2103},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,160p' tests/util/test_folderparser.py\\n\"}",{},"0db0bca7-fc43-4101-b80b-f2b212c64919",{"_95":92,"_173":-5,"_548":2111},{"_556":45,"_557":2109},{"_587":57,"_588":589,"_554":555},[2110],"I'll open tests/util/test_folderparser.py for an example.",{},"de768a21-196b-4dd0-8139-95c13b0f309b",{"_95":569,"_173":601,"_548":2119},1752072241.072834,{"_556":45,"_557":2117},{},[2118],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 232, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -n \\\"labelmap\\\" -R tests | head\", \" -n 20\", \"tests/test_project.py:338: \\\"name\\\": \\\"with_labelmap\\\",\", \"tests/test_project.py:343: \\\"annotationfile\\\": {\\\"file\\\": \\\"im\", \"age1.xml\\\", \\\"labelmap\\\": \\\"path/to/labelmap.json\\\"},\", \"tests/test_project.py:347: \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"co\", \"unt\\\": 1}, \\\"load_labelmap\\\": {\\\"count\\\": 1}},\", \"tests/test_project.py:350: \\\"load_labelmap\\\",\", \"tests/test_project.py:351: \\\"roboflow.core.workspace.load_\", \"labelmap\\\",\", \"tests/util/test_folderparser.py:40: assert testImage[\\\"annotationfile\\\"\", \"][\\\"labelmap\\\"] == {0: \\\"fish\\\", 1: \\\"primary\\\", 2: \\\"shark\\\"}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"a2d5fa\"}",{},"26552100-973e-4c59-9d2c-906ea57c7dd5",{"_95":92,"_173":-5,"_548":2126},1752072240.828647,{"_556":578,"_240":579,"_580":-5,"_45":2125},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -n \\\"labelmap\\\" -R tests | head -n 20\\n\"}",{},"e4b235a2-80d1-4457-ba11-a123de2309b8",{"_95":92,"_173":-5,"_548":2133},{"_556":45,"_557":2131},{"_587":57,"_588":589,"_554":555},[2132],"I'll search the tests for anything related to labelmap next.",{},"5db3c298-c34a-4295-bc9e-c01ed2f500ec",{"_95":569,"_173":601,"_548":2141},1752072237.919777,{"_556":45,"_557":2139},{},[2140],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 159, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,160p' tests/util/test_im\", \"age_utils.py\", \"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python# cat tests/util/test_image_utils.py\", \"import unittest\", \"\", \"import responses\", \"\", \"from roboflow.util.image_utils import check_image_path, check_image_url\", \"\", \"\", \"class TestCheckImagePath(unittest.TestCase):\", \" def test_valid_path(self):\", \" self.assertTrue(check_image_path(\\\"tests/images/rabbit.JPG\\\"))\", \"\", \" def test_invalid_paths(self):\", \" self.assertFalse(check_image_path(\\\"tests/images/notfound.jpg\\\"))\", \"\", \"\", \"class TestCheckImageURL(unittest.TestCase):\", \" @responses.activate\", \" def test_valid_url(self):\", \" url = \\\"https://example.com/found.png\\\"\", \" responses.add(responses.HEAD, url)\", \" self.assertTrue(check_image_url(url))\", \"\", \" def test_invalid_url(self):\", \" paths = [\", \" \\\"ftp://example.com/found.png\\\",\", \" \\\"/found.png\\\",\", \" None,\", \" ]\", \" for path in paths:\", \" self.assertFalse(check_image_url(path))\", \"\", \" def test_url_not_found(self):\", \" url = \\\"https://example.com/notfound.png\\\"\", \" responses.add(responses.HEAD, url, status=404)\", \" self.assertFalse(check_image_url(url))\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"e1cfcd\"}",{},"e552564f-0392-40b5-9296-1a99128db296",{"_95":92,"_173":-5,"_548":2147},1752072237.550981,{"_556":578,"_240":579,"_580":-5,"_45":872},{"_554":577},{},"cbde907b-72d0-451d-826d-247655cde8a5",{"_95":569,"_173":601,"_548":2155},1752072236.686737,{"_556":45,"_557":2153},{},[2154],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 159, \"output\": [], \"num_elided_lines\": 0, \"chunk_id\": \"e86f77\"}",{},"65c60d2a-3895-46cc-933e-89511416f1be",{"_95":92,"_173":-5,"_548":2162},1752072236.345316,{"_556":578,"_240":579,"_580":-5,"_45":2161},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,160p' tests/util/test_image_utils.py\\n\"}",{},"93fcdb8a-95e3-4876-9478-bde1bd078433",{"_95":92,"_173":-5,"_548":2169},{"_556":45,"_557":2167},{"_587":57,"_588":589,"_554":555},[2168],"I'll check the test_image_utils file now.",{},"cf452595-da48-4bf3-bf4f-9b4faa108e1e",{"_95":569,"_173":601,"_548":2177},1752072235.248625,{"_556":45,"_557":2175},{},[2176],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 156, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests/util\", \"__init__.py test_folderparser.py test_versions.py\", \"dummy_module test_image_utils.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"ce1c0c\"}",{},"56c4d136-0e9b-4147-8155-eb3083c5272f",{"_95":92,"_173":-5,"_548":2184},1752072235.075425,{"_556":578,"_240":579,"_580":-5,"_45":2183},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls tests/util\\n\"}",{},"b917feff-848a-4352-8007-c7f5d14249ba",{"_95":92,"_173":-5,"_548":2191},{"_556":45,"_557":2189},{"_587":57,"_588":589,"_554":555},[2190],"I’ll dive into the utils’ test subdirectory to see any relevant tests for folderparser.",{},"2647c7c6-71e2-494a-9a2e-58b5ba5cbcc2",{"_95":569,"_173":601,"_548":2199},1752072234.076853,{"_556":45,"_557":2197},{},[2198],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 144, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -R \\\"labelmap\\\" -n tests | head\", \" -n 20\", \"tests/test_project.py:338: \\\"name\\\": \\\"with_labelmap\\\",\", \"tests/test_project.py:343: \\\"annotationfile\\\": {\\\"file\\\": \\\"im\", \"age1.xml\\\", \\\"labelmap\\\": \\\"path/to/labelmap.json\\\"},\", \"tests/test_project.py:347: \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"co\", \"unt\\\": 1}, \\\"load_labelmap\\\": {\\\"count\\\": 1}},\", \"tests/test_project.py:350: \\\"load_labelmap\\\",\", \"tests/test_project.py:351: \\\"roboflow.core.workspace.load_\", \"labelmap\\\",\", \"tests/util/test_folderparser.py:40: assert testImage[\\\"annotationfile\\\"\", \"][\\\"labelmap\\\"] == {0: \\\"fish\\\", 1: \\\"primary\\\", 2: \\\"shark\\\"}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"b28c1c\"}",{},"ee263eb0-1845-4dc4-bd9a-f2fe58731966",{"_95":92,"_173":-5,"_548":2206},1752072233.880723,{"_556":578,"_240":579,"_580":-5,"_45":2205},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -R \\\"labelmap\\\" -n tests | head -n 20\\n\"}",{},"ffaa8f17-6305-446f-a311-73b7179a7a84",{"_95":569,"_173":601,"_548":2214},1752072232.826043,{"_556":45,"_557":2212},{},[2213],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 137, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# grep -R \\\"load_labelmap\\\" -n tests |\", \" head\", \"tests/test_project.py:347: \\\"assertions\\\": {\\\"save_annotation\\\": {\\\"co\", \"unt\\\": 1}, \\\"load_labelmap\\\": {\\\"count\\\": 1}},\", \"tests/test_project.py:350: \\\"load_labelmap\\\",\", \"tests/test_project.py:351: \\\"roboflow.core.workspace.load_\", \"labelmap\\\",\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"f55dc3\"}",{},"72b8a6bd-6e3b-4937-b36e-f90197f3ea9c",{"_95":92,"_173":-5,"_548":2221},1752072232.652743,{"_556":578,"_240":579,"_580":-5,"_45":2220},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"grep -R \\\"load_labelmap\\\" -n tests | head\\n\"}",{},"eef163da-9734-4e6a-a9f1-d354011e71f0",{"_95":92,"_173":-5,"_548":2228},{"_556":45,"_557":2226},{"_587":57,"_588":589,"_554":555},[2227],"I'll search for any tests that reference load_labelmap. Let's see what turns up.",{},"8f83a289-05d7-4b7d-b8af-fe9879bf9f14",{"_95":569,"_173":601,"_548":2236},1752072231.682495,{"_556":45,"_557":2234},{},[2235],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 134, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls tests\", \"__init__.py datasets images models test_project.py test_rfapi.py util\", \"annotations helpers.py manual output test_queries.py test_version.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"866280\"}",{},"fabdecd9-0c4d-476d-b62d-69d0cff6fe7b",{"_95":92,"_173":-5,"_548":2242},1752072231.502721,{"_556":578,"_240":579,"_580":-5,"_45":1655},{"_554":608},{},"2365df70-a4a5-40e5-9a3c-603abfd6ab72",{"_95":92,"_173":-5,"_548":2249},{"_556":45,"_557":2247},{"_587":57,"_588":589,"_554":555},[2248],"I’ll adjust the load_labelmap function to meet the instructions and add tests for dictionary-style names.",{},"dedc8fa2-ce6a-475e-94be-b4ae94c08b6b",{"_95":569,"_173":601,"_548":2257},1752072229.473348,{"_556":45,"_557":2255},{},[2256],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 19, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# sed -n '1,160p' roboflow/util/imag\", \"e_utils.py\", \"# Standard library imports\", \"import base64\", \"import io\", \"import os\", \"import urllib\", \"\", \"# Third-party imports\", \"import pillow_avif # type: ignore[import-untyped]\", \"import pillow_heif # type: ignore[import-untyped]\", \"import requests\", \"import yaml\", \"from PIL import Image\", \"\", \"pillow_heif.register_heif_opener(thumbnails=False) # Register for HEIF/HEIC\", \"pillow_avif = pillow_avif # Reference pillow_avif to not remove import by accid\", \"ent\", \"\", \"\", \"def check_image_path(image_path):\", \" \\\"\\\"\\\"\", \" Check whether a local OR hosted image path is valid\", \" :param image_path: local path or URL of image\", \" :returns: Boolean\", \" \\\"\\\"\\\"\", \" return os.path.exists(image_path) or check_image_url(image_path)\", \"\", \"\", \"def check_image_url(url):\", \" \\\"\\\"\\\"\", \" Check whether a hosted image path is valid\", \" :param url: URL of image\", \" :returns: Boolean\", \" \\\"\\\"\\\"\", \" if urllib.parse.urlparse(url).scheme not in (\\\"http\\\", \\\"https\\\"):\", \" return False\", \"\", \" r = requests.head(url)\", \" return r.status_code == requests.codes.ok\", \"\", \"\", \"def mask_image(image, encoded_mask, transparency=60):\", \" \\\"\\\"\\\"\", \" Overlay a translucent mask on top of an image with CV2\", \" :param image: a CV2 image / numpy.ndarray matrix\", \" :param encoded_mask: a base64 encoded single channel image\", \" :param transparency: alpha transparency of masks for semantic overlays\", \" :returns: CV2 image / numpy.ndarray matrix\", \" \\\"\\\"\\\"\", \" import cv2\", \" import numpy as np\", \"\", \" np_data = np.fromstring(base64.b64decode(encoded_mask), np.uint8) # type: i\", \"gnore[no-overload]\", \" mask = cv2.imdecode(np_data, cv2.IMREAD_UNCHANGED)\", \"\", \" # Fallback in case the API returns an incorrectly sized mask\", \" # This should not happen in practice, but we saw it in testing\", \" image_size = image.shape[1::-1]\", \" mask_size = mask.shape[1::-1]\", \" if mask_size != image_size:\", \" mask = cv2.resize(mask, image_size)\", \"\", \" # Mask the original image\", \" masked = cv2.bitwise_and(image, image, mask=mask)\", \"\", \" # Overlay a translucent version of the original image\", \" # on top of the masked image to give it a translucent effect\", \" alpha = transparency / 100\", \" return cv2.addWeighted(masked, alpha, image, 1 - alpha, 0)\", \"\", \"\", \"def validate_image_path(image_path):\", \" \\\"\\\"\\\"\", \" Validate whether a local OR hosted image path is valid\", \" :param image_path: local path or URL of image\", \" :returns: None\", \" :raises Exception: Image path is not valid\", \" \\\"\\\"\\\"\", \" if not check_image_path(image_path):\", \" raise Exception(f\\\"Image does not exist at {image_path}!\\\")\", \"\", \"\", \"def file2jpeg(image_path):\", \" import cv2\", \"\", \" # OpenCV will handle standard formats efficiently\", \" img = cv2.imread(image_path)\", \" if img is not None:\", \" # Convert BGR to RGB for PIL\", \" image = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\", \" pilImage = Image.fromarray(image)\", \" else:\", \" # If OpenCV fails, the format might be HEIC/AVIF which are handled by PI\", \"L\", \" pilImage = Image.open(image_path)\", \" if pilImage.mode != \\\"RGB\\\":\", \" pilImage = pilImage.convert(\\\"RGB\\\")\", \"\", \" buffered = io.BytesIO()\", \" pilImage.save(buffered, quality=100, format=\\\"JPEG\\\")\", \" return buffered.getvalue()\", \"\", \"\", \"def load_labelmap(f):\", \" if f.lower().endswith(\\\".yaml\\\") or f.lower().endswith(\\\".yml\\\"):\", \" with open(f) as file:\", \" data = yaml.safe_load(file)\", \" if \\\"names\\\" in data:\", \" return {i: name for i, name in enumerate(data[\\\"names\\\"])}\", \" else:\", \" with open(f) as file:\", \" lines = [line for line in file.readlines() if line.strip()]\", \" return {i: line.strip() for i, line in enumerate(lines)}\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"fe254b\"}",{},"633182ee-5bf3-450b-95bf-39496dc86729",{"_95":92,"_173":-5,"_548":2264},1752072229.253436,{"_556":578,"_240":579,"_580":-5,"_45":2263},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"sed -n '1,160p' roboflow/util/image_utils.py\\n\"}",{},"6931b1bd-2d13-4af8-8096-b14e55fc186e",{"_95":569,"_173":601,"_548":2272},1752072228.479187,{"_556":45,"_557":2270},{},[2271],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 14, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# ls roboflow/util\", \"__init__.py folderparser.py prediction.py\", \"active_learning_utils.py general.py two_stage_utils.py\", \"annotations.py image_utils.py versions.py\", \"clip_compare_utils.py model_processor.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"71c3be\"}",{},"8f4407ca-f3f6-4aa2-a6ab-de9dba3d9f0c",{"_95":92,"_173":-5,"_548":2279},1752072228.287725,{"_556":578,"_240":579,"_580":-5,"_45":2278},{"_554":608},"{\"session_name\":\"shell\",\"chars\":\"ls roboflow/util\\n\"}",{},"27f1f562-dcad-4220-963e-f0b75bf7543a",{"_95":92,"_173":-5,"_548":2286},{"_556":45,"_557":2284},{"_587":57,"_588":589,"_554":555},[2285],"I don't see an AGENTS.md file in the repo. I'll skip further folder exploration for now.",{},"0f62c49d-55f8-4ee3-ae5e-f4f52157ed31",{"_95":569,"_173":601,"_548":2294},1752072226.589991,{"_556":45,"_557":2292},{},[2293],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 13, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find . -maxdepth 2 -name AGENTS.md\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"781a63\"}",{},"f8e54724-4aa0-47a1-bf2f-3f65b2cc68b1",{"_95":92,"_173":-5,"_548":2301},1752072226.416469,{"_556":578,"_240":579,"_580":-5,"_45":2300},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"find . -maxdepth 2 -name AGENTS.md\\n\"}",{},"b3e4f308-a732-49fc-9b52-bf90235e8562",{"_95":569,"_173":601,"_548":2309},1752072225.535345,{"_556":45,"_557":2307},{},[2308],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 8, \"output\": [\"root@67e4273adf6f:/workspace/roboflow-python# find . -name AGENTS.md -maxdepth 2\", \"find: warning: you have specified the global option -maxdepth after the argument\", \" -name, but global options are not positional, i.e., -maxdepth affects tests spe\", \"cified before it as well as those specified after it. Please specify global opt\", \"ions before other arguments.\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"0607cd\"}",{},"b8e28c61-2c1f-48de-8c66-c010f14f1624",{"_95":92,"_173":-5,"_548":2316},1752072225.361073,{"_556":578,"_240":579,"_580":-5,"_45":2315},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"find . -name AGENTS.md -maxdepth 2\\n\"}",{},"cb242bb8-54a7-4c04-88f4-d4b669b36f73",{"_95":569,"_173":601,"_548":2324},1752072224.652046,{"_556":45,"_557":2322},{},[2323],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 2, \"output\": [\"root@67e4273adf6f:/workspace# cd roboflow-python\", \"root@67e4273adf6f:/workspace/roboflow-python# ls\", \"CHANGELOG.md CONTRIBUTING.md README.md pyproject.toml tests\", \"CITATION.cff Dockerfile.dev docs requirements.txt\", \"CLAUDE.md LICENSE meta.yaml roboflow\", \"CLI-COMMANDS.md Makefile mkdocs.yml setup.py\", \"root@67e4273adf6f:/workspace/roboflow-python#\"], \"num_elided_lines\": 0, \"chunk_id\": \"17ba39\"}",{},"5ec2c431-1268-4680-9f4a-d46a68b1f6ca",{"_95":92,"_173":-5,"_548":2331},1752072224.479752,{"_556":578,"_240":579,"_580":-5,"_45":2330},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"cd roboflow-python\\nls\\n\"}",{},"48e61040-f0c2-4564-9964-10abba95fc94",{"_95":569,"_173":601,"_548":2339},1752072223.854321,{"_556":45,"_557":2337},{},[2338],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 0, \"output\": [\"root@67e4273adf6f:/workspace# ls\", \"roboflow-python\", \"root@67e4273adf6f:/workspace#\"], \"num_elided_lines\": 0, \"chunk_id\": \"915d97\"}",{},"0e3f6f03-59e5-4787-9b2b-aee324bfa765",{"_95":92,"_173":-5,"_548":2346},1752072223.686168,{"_556":578,"_240":579,"_580":-5,"_45":2345},{"_554":577},"{\"session_name\":\"shell\",\"chars\":\"ls\\n\"}",{},"7e72e816-989b-4bfd-84a2-eb3357777efd",{"_95":569,"_173":2354,"_548":2355},1752072222.999574,{"_556":45,"_557":2352},{},[2353],"{\"type\": \"terminal_output\", \"session_name\": \"shell\", \"start_line_no\": 0, \"output\": [], \"num_elided_lines\": 0, \"chunk_id\": \"9ab623\"}","container.new_session",{},"79c6e009-c93a-41ba-b97e-1412a7513ea3",{"_95":92,"_173":-5,"_548":2362},1752072222.735267,{"_556":578,"_240":579,"_580":-5,"_45":2361},{"_554":608},"{\"session_name\":\"shell\"}",{},"100e4ad0-4472-42b3-a33e-257c5cad2f60",{"_95":92,"_173":-5,"_548":2369},{"_556":45,"_557":2367},{"_587":57,"_588":589,"_554":555},[2368],"I'll start by checking the AGENTS.md file in the repo root.",{},"8313b187-bb1c-4c30-8625-fefb08447aa7",{"_95":278,"_173":-5,"_548":2381},1752072222.031922,{"_556":45,"_557":2379},{"_2375":2376},"l1239dk1",{"_2377":2378},"inline_comments",[],[2380],"1. In `roboflow/util/image_utils.py`, modify `load_labelmap`:\n\n * Read `names = data.get(\"names\", [])`.\n * If `isinstance(names, dict)`, return `{int(k): v for k, v in names.items()}`.\n * Otherwise, treat `names` as a list and return `{i: name for i, name in enumerate(names)}`.\n2. Add or update unit tests (e.g., in `tests/`) to cover YAML files containing dictionary-style `names`.\n3. Run `make test` to ensure all tests pass.",{},1752072440.5047736,"Completing the task","event_type","info",{"_91":2555,"_2556":266,"_2557":2558,"_2559":2560,"_2561":-5},{"_91":2530,"_95":92,"_541":2531},{"_91":2389,"_2390":2391},"partial_repo_snapshot","files",[2392,2393,2394],{"_160":2445,"_2396":-5,"_2397":2446,"_2399":-5},{"_160":2436,"_2396":-5,"_2397":2437,"_2399":-5},{"_160":2395,"_2396":-5,"_2397":2398,"_2399":-5},"tests/util/test_image_utils.py","contents","line_range_contents",[2400],"missing_reason",{"_2401":547,"_2402":2403,"_541":2404,"_2405":57},"line_range_start","line_range_end",41,[2406,101,2407,101,2408,101,101,2409,2410,2411,101,2412,2413,101,101,2414,2415,2416,2417,2418,2419,101,2420,2421,2422,2423,2424,2425,2426,2427,101,2428,2429,2430,2431,101,101,2432,2433,2434,2435],"contains_end_of_file","import unittest","import responses","from roboflow.util.image_utils import check_image_path, check_image_url, load_labelmap","class TestCheckImagePath(unittest.TestCase):"," def test_valid_path(self):"," self.assertTrue(check_image_path(\"tests/images/rabbit.JPG\"))"," def test_invalid_paths(self):"," self.assertFalse(check_image_path(\"tests/images/notfound.jpg\"))","class TestCheckImageURL(unittest.TestCase):"," @responses.activate"," def test_valid_url(self):"," url = \"https://example.com/found.png\""," responses.add(responses.HEAD, url)"," self.assertTrue(check_image_url(url))"," def test_invalid_url(self):"," paths = ["," \"ftp://example.com/found.png\","," \"/found.png\","," None,"," ]"," for path in paths:"," self.assertFalse(check_image_url(path))"," def test_url_not_found(self):"," url = \"https://example.com/notfound.png\""," responses.add(responses.HEAD, url, status=404)"," self.assertFalse(check_image_url(url))","class TestLoadLabelmap(unittest.TestCase):"," def test_yaml_dict_names(self):"," labelmap = load_labelmap(\"tests/annotations/dict_names.yaml\")"," self.assertEqual(labelmap, {0: \"cat\", 1: \"dog\", 2: \"fish\"})","tests/annotations/dict_names.yaml",[2438],{"_2401":547,"_2402":201,"_541":2439,"_2405":57},[2440,2441,2442,2443,2444],"names:"," 0: cat"," 1: dog"," 2: fish","nc: 3","roboflow/util/image_utils.py",[2447],{"_2401":547,"_2402":2448,"_541":2449,"_2405":57},113,[2450,2451,2452,2453,2454,101,2455,2456,2457,2458,2459,2460,101,2461,2462,101,101,2463,2464,2465,2466,2467,2464,2468,101,101,2469,2464,2470,2471,2467,2464,2472,2473,101,2474,2475,101,101,2476,2464,2477,2478,2479,2480,2481,2464,2482,2483,101,2484,2485,101,2486,2487,2488,2489,2490,2491,101,2492,2493,101,2494,2495,2496,2497,101,101,2498,2464,2499,2466,2500,2501,2464,2502,2503,101,101,2504,2482,101,2505,2506,2507,2508,2509,2510,2511,2512,2513,2514,2515,101,2516,2517,2518,101,101,2519,2520,2521,2522,2523,2524,2525,2526,2527,2511,2521,2528,2529],"# Standard library imports","import base64","import io","import os","import urllib","# Third-party imports","import pillow_avif # type: ignore[import-untyped]","import pillow_heif # type: ignore[import-untyped]","import requests","import yaml","from PIL import Image","pillow_heif.register_heif_opener(thumbnails=False) # Register for HEIF/HEIC","pillow_avif = pillow_avif # Reference pillow_avif to not remove import by accident","def check_image_path(image_path):"," \"\"\""," Check whether a local OR hosted image path is valid"," :param image_path: local path or URL of image"," :returns: Boolean"," return os.path.exists(image_path) or check_image_url(image_path)","def check_image_url(url):"," Check whether a hosted image path is valid"," :param url: URL of image"," if urllib.parse.urlparse(url).scheme not in (\"http\", \"https\"):"," return False"," r = requests.head(url)"," return r.status_code == requests.codes.ok","def mask_image(image, encoded_mask, transparency=60):"," Overlay a translucent mask on top of an image with CV2"," :param image: a CV2 image / numpy.ndarray matrix"," :param encoded_mask: a base64 encoded single channel image"," :param transparency: alpha transparency of masks for semantic overlays"," :returns: CV2 image / numpy.ndarray matrix"," import cv2"," import numpy as np"," np_data = np.fromstring(base64.b64decode(encoded_mask), np.uint8) # type: ignore[no-overload]"," mask = cv2.imdecode(np_data, cv2.IMREAD_UNCHANGED)"," # Fallback in case the API returns an incorrectly sized mask"," # This should not happen in practice, but we saw it in testing"," image_size = image.shape[1::-1]"," mask_size = mask.shape[1::-1]"," if mask_size != image_size:"," mask = cv2.resize(mask, image_size)"," # Mask the original image"," masked = cv2.bitwise_and(image, image, mask=mask)"," # Overlay a translucent version of the original image"," # on top of the masked image to give it a translucent effect"," alpha = transparency / 100"," return cv2.addWeighted(masked, alpha, image, 1 - alpha, 0)","def validate_image_path(image_path):"," Validate whether a local OR hosted image path is valid"," :returns: None"," :raises Exception: Image path is not valid"," if not check_image_path(image_path):"," raise Exception(f\"Image does not exist at {image_path}!\")","def file2jpeg(image_path):"," # OpenCV will handle standard formats efficiently"," img = cv2.imread(image_path)"," if img is not None:"," # Convert BGR to RGB for PIL"," image = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)"," pilImage = Image.fromarray(image)"," else:"," # If OpenCV fails, the format might be HEIC/AVIF which are handled by PIL"," pilImage = Image.open(image_path)"," if pilImage.mode != \"RGB\":"," pilImage = pilImage.convert(\"RGB\")"," buffered = io.BytesIO()"," pilImage.save(buffered, quality=100, format=\"JPEG\")"," return buffered.getvalue()","def load_labelmap(f):"," if f.lower().endswith(\".yaml\") or f.lower().endswith(\".yml\"):"," with open(f) as file:"," data = yaml.safe_load(file)"," names = data.get(\"names\", [])"," if isinstance(names, dict):"," return {int(k): v for k, v in names.items()}"," else:"," return {i: name for i, name in enumerate(names)}"," lines = [line for line in file.readlines() if line.strip()]"," return {i: line.strip() for i, line in enumerate(lines)}","message",[2532,2533,2534,2535,2536,2537,2538,2539,2540,2541],{"_556":45,"_45":2554},{"_556":2551,"_160":2445,"_2401":2553,"_2402":2448},{"_556":45,"_45":2552},{"_556":2551,"_160":2436,"_2401":547,"_2402":201},{"_556":2551,"_160":2395,"_2401":547,"_2402":2403},{"_556":45,"_45":2550},{"_556":2543,"_2544":2548,"_2401":547,"_2402":2549},{"_556":45,"_45":2547},{"_556":2543,"_2544":2545,"_2401":547,"_2402":2546},{"_556":45,"_45":2542},"\n\n`Codex couldn't run certain commands due to environment limitations. Consider configuring a setup script or internet access in your Codex environment to install dependencies.`","terminal_chunk_citation","terminal_chunk_id","e31507",30,"\n- ❌ `python -m unittest` (failed to run due to missing dependencies)","2caa2e",4,"\n\n**Testing**\n\n- ❌ `make test` (failed to run: “No rule to make target 'test'”)","repo_file_citation","\n- Added a test YAML file with dictionary-style names and wrote a unit test to ensure “load_labelmap” handles this format properly",101,"**Summary**\n\n- Updated “load_labelmap” so YAML files with dictionary-style “names” are loaded correctly, returning a mapping with integer keys","pr","pr_title","pr_message","## Summary\n- handle dictionary `names` in `load_labelmap`\n- add regression test for dictionary YAML labelmaps\n\n## Testing\n- `make test` *(fails: No rule to make target)*\n- `python -m unittest` *(fails: missing dependencies)*","output_diff",{"_91":2559,"_2562":180,"_127":272,"_2563":-5,"_277":2564,"_2565":2566,"_2567":555,"_2568":2569,"_2570":555,"_2571":2572,"_2573":-5},"pre_apply_patch","repo_id","preapply_patch_base_commit_sha","diff --git a/roboflow/util/image_utils.py b/roboflow/util/image_utils.py\nindex 71a328246fed5d09f0da9cfdd6add51ac23923f2..63b3f81b60e6855b2852a4492de62b2f5bf75a17 100644\n--- a/roboflow/util/image_utils.py\n+++ b/roboflow/util/image_utils.py\n@@ -80,31 +80,34 @@ def validate_image_path(image_path):\n \n def file2jpeg(image_path):\n import cv2\n \n # OpenCV will handle standard formats efficiently\n img = cv2.imread(image_path)\n if img is not None:\n # Convert BGR to RGB for PIL\n image = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n pilImage = Image.fromarray(image)\n else:\n # If OpenCV fails, the format might be HEIC/AVIF which are handled by PIL\n pilImage = Image.open(image_path)\n if pilImage.mode != \"RGB\":\n pilImage = pilImage.convert(\"RGB\")\n \n buffered = io.BytesIO()\n pilImage.save(buffered, quality=100, format=\"JPEG\")\n return buffered.getvalue()\n \n \n def load_labelmap(f):\n if f.lower().endswith(\".yaml\") or f.lower().endswith(\".yml\"):\n with open(f) as file:\n data = yaml.safe_load(file)\n- if \"names\" in data:\n- return {i: name for i, name in enumerate(data[\"names\"])}\n+ names = data.get(\"names\", [])\n+ if isinstance(names, dict):\n+ return {int(k): v for k, v in names.items()}\n+ else:\n+ return {i: name for i, name in enumerate(names)}\n else:\n with open(f) as file:\n lines = [line for line in file.readlines() if line.strip()]\n return {i: line.strip() for i, line in enumerate(lines)}\ndiff --git a/tests/annotations/dict_names.yaml b/tests/annotations/dict_names.yaml\nnew file mode 100644\nindex 0000000000000000000000000000000000000000..e481edbc50c289f2c26465d4fb01ab2f0727c973\n--- /dev/null\n+++ b/tests/annotations/dict_names.yaml\n@@ -0,0 +1,5 @@\n+names:\n+ 0: cat\n+ 1: dog\n+ 2: fish\n+nc: 3\ndiff --git a/tests/util/test_image_utils.py b/tests/util/test_image_utils.py\nindex 5a17fe374dacf5ee5fae0972b4ff5ffc9fcd742f..a229a455433ff1cd36124c7df356fe54106722bc 100644\n--- a/tests/util/test_image_utils.py\n+++ b/tests/util/test_image_utils.py\n@@ -1,35 +1,41 @@\n import unittest\n \n import responses\n \n-from roboflow.util.image_utils import check_image_path, check_image_url\n+from roboflow.util.image_utils import check_image_path, check_image_url, load_labelmap\n \n \n class TestCheckImagePath(unittest.TestCase):\n def test_valid_path(self):\n self.assertTrue(check_image_path(\"tests/images/rabbit.JPG\"))\n \n def test_invalid_paths(self):\n self.assertFalse(check_image_path(\"tests/images/notfound.jpg\"))\n \n \n class TestCheckImageURL(unittest.TestCase):\n @responses.activate\n def test_valid_url(self):\n url = \"https://example.com/found.png\"\n responses.add(responses.HEAD, url)\n self.assertTrue(check_image_url(url))\n \n def test_invalid_url(self):\n paths = [\n \"ftp://example.com/found.png\",\n \"/found.png\",\n None,\n ]\n for path in paths:\n self.assertFalse(check_image_url(path))\n \n def test_url_not_found(self):\n url = \"https://example.com/notfound.png\"\n responses.add(responses.HEAD, url, status=404)\n self.assertFalse(check_image_url(url))\n+\n+\n+class TestLoadLabelmap(unittest.TestCase):\n+ def test_yaml_dict_names(self):\n+ labelmap = load_labelmap(\"tests/annotations/dict_names.yaml\")\n+ self.assertEqual(labelmap, {0: \"cat\", 1: \"dog\", 2: \"fish\"})\n","external_storage_diff",{"_2574":2575,"_2576":-5},"files_modified","lines_added",17,"lines_removed","commit_message","Handle dict style names in load_labelmap","additional_parent_commit_shas","file_id","file_0000000062ec61f7a7f625bbc40b92ef","ttl",{"_91":278,"_41":83,"_95":278,"_2579":2580,"_2581":-5,"_2582":2583,"_131":-5,"_118":2584},[82],"input_items",[2585],"external_post_config","user_model_slug","slug",1752072206.264246,{"_91":2530,"_95":278,"_541":2586},[2587],{"_556":45,"_45":2588},"1. In `roboflow/util/image_utils.py`, modify `load_labelmap`:\n\n * Read `names = data.get(\"names\", [])`.\n * If `isinstance(names, dict)`, return `{int(k): v for k, v in names.items()}`.\n * Otherwise, treat `names` as a list and return `{i: name for i, name in enumerate(names)}`.\n2. Add or update unit tests (e.g., in `tests/`) to cover YAML files containing dictionary-style `names`.\n3. 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