__notes__ = """ # These requirements were pulled down at one time, need to verify # if current logic is missing them or if they are not needed # List of other sub-deps not explicitly listed, but that will get # pulled down. Should these be added to the requirment spec Jinja2 >= 3.0.0 MarkupSafe >= 2.0.0 PyWavelets >= 1.1.1 WTForms >= 2.3.3 absl_py >= 0.12.0 astunparse >= 1.6.3 atomicwrites >= 1.4.0 attrs >= 21.2.0 bezier >= 2021.2.12 cachetools >= 4.2.2 chardet >= 4.0.0 click >= 7.1.2 click_plugins >= 1.1.1 cligj >= 0.7.1 configparser >= 5.0.2 cycler >= 0.10.0 decorator >= 4.4.2 diskcache >= 5.2.1 distro >= 1.5.0 fasteners >= 0.16 fiona >= 1.8.19 flask >= 2.0.0 flask_cors >= 3.0.10 flask_wtf >= 0.14.3 geomet >= 0.3.0 girder_client >= 3.1.4 google_auth >= 1.30.0 google_auth_oauthlib >= 0.4.4 grpcio >= 1.37.1 idna >= 2.10 imageio >= 2.9.0 inflect >= 5.3.0 iniconfig >= 1.1.1 itsdangerous >= 2.0.0 joblib >= 1.0.1 jsonschema >= 3.2.0 kiwisolver >= 1.3.1 liberator >= 0.0.1 markdown >= 3.3.4 munch >= 2.5.0 oauthlib >= 3.1.0 ordered_set >= 4.0.2 packaging >= 20.9 pluggy >= 0.13.1 py >= 1.10.0 pyasn1 >= 0.4.8 pyasn1_modules >= 0.2.8 pyflakes >= 2.3.1 pyparsing >= 2.4.7 pyqtree >= 1.0.0 pyrsistent >= 0.17.3 pystac_client >= 0.1.1 python_dateutil >= 2.8.1 python_dotenv >= 0.17.1 pytorch-ranger >= 0.1.1 pytz >= 2021.1 requests_oauthlib >= 1.3.0 requests_toolbelt >= 0.9.1 rsa >= 4.7.2 six >= 1.16.0 snuggs >= 1.4.7 tabulate >= 0.8.9 tensorboard_data_server >= 0.6.1 tensorboard_plugin_wit >= 1.8.0 threadpoolctl >= 2.1.0 torchvision >= 0.9.1 tqdm >= 4.60.0 typing >= extensions >= 3.10.0.0 uritools >= 3.0.2 urllib3 >= 1.26.4 werkzeug >= 2.0.0 sortedcontainers >= 2.3.0 toml >= 0.10.2 pyyaml >= 5.4.1 """ # One of the models that was packaged incorrectly FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903.pt python -m geowatch.tasks.fusion.predict \ --write_probs=True \ --write_preds=False \ --with_class=auto \ --with_saliency=auto \ --with_change=False \ --package_fpath=/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/packages/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903.pt \ --pred_dataset=/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/pred_FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json \ --test_dataset=/home/joncrall/data/dvc-repos/smart_watch_dvc/Drop2-Aligned-TA1-2022-02-15/combo_DILM_nowv_vali.kwcoco.json \ --num_workers=4 \ --compress=DEFLATE \ --gpus=0, \ --batch_size=1 geowatch visualize /home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/pred_FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json --channels="Site Preparation|Active Construction|Post Construction" geowatch intensity_histograms /home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/pred_FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json python -m geowatch.tasks.fusion.evaluate \ --true_dataset=/home/joncrall/data/dvc-repos/smart_watch_dvc/Drop2-Aligned-TA1-2022-02-15/combo_DILM_nowv_vali.kwcoco.json \ --pred_dataset=/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/pred_FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json \ --eval_dpath=/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/eval/FUSION_EXPERIMENT_SC_DM_wv_p8_V133/pred_FUSION_EXPERIMENT_SC_DM_wv_p8_V133_epoch=120-step=123903/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/eval \ --score_space=video \ --draw_curves=1 \ --draw_heatmaps=1 \ --workers=2 ANOTHER ERROR I FOUND: Found 626 tasks submit reformat jobs 313/313... rate=2774.61 Hz, eta=0:00:00, total=0:00:00 reformat images 626/626... rate=5.75 Hz, eta=0:00:00, total=0:01:480 finalize image move 626/626... rate=1671.25 Hz, eta=0:00:00, total=0:00:00 ++ [[ 0 == \0 ]] ++ let _QUEUE_NUM_FINISHED=_QUEUE_NUM_FINISHED+1 ++ set +x {"status": "run", "finished": 4, "errored": 0, "total": 9, "name": "queue_quantize-jobs_0", "rootid": "2022-03-16T181559+5_bfdaaf61"} ++ python -m geowatch.cli.coco_reformat_channels --src=/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/BASELINE_EXPERIMENT_V001/pred_BASELINE_EXPERIM ENT_V001_epoch=11-step=62759-v2/Drop2-Aligned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json '--quantize=not_salient|salient,Site Preparation|Active C onstruction|Post Construction|No Activity' '--remove=not_salient,negative,ignore,negative,positive,background|Unknown' --workers=0 config = { 'nodata': -9999, 'quantize': 'not_salient|salient,Site Preparation|Active Construction|Post Construction|No Activity', 'remove': 'not_salient,negative,ignore,negative,positive,background|Unknown', 'src': '/home/joncrall/data/dvc-repos/smart_watch_dvc/models/fusion/eval3_candidates/pred/BASELINE_EXPERIMENT_V001/pred_BASELINE_EXPERIMENT_V001_epoch=11-step=62759-v2/Drop2-Al igned-TA1-2022-02-15_combo_DILM_nowv_vali.kwcoco/predcfg_abd043ec/pred.kwcoco.json', 'workers': 0, } Found 626 tasks submit reformat jobs 313/313... rate=3150.32 Hz, eta=0:00:00, total=0:00:00 reformat images 0/626... rate=0 Hz, eta=?, total=0:00:00Traceback (most recent call last): File "/home/joncrall/.pyenv/versions/3.9.9/lib/python3.9/runpy.py", line 197, in _run_module_as_main return _run_code(code, main_globals, None, File "/home/joncrall/.pyenv/versions/3.9.9/lib/python3.9/runpy.py", line 87, in _run_code exec(code, run_globals) File "/home/joncrall/code/watch/watch/cli/coco_reformat_channels.py", line 263, in main(cmdline=True) File "/home/joncrall/code/watch/watch/cli/coco_reformat_channels.py", line 129, in main fpath, new_fpath, new_obj = job.result() File "/home/joncrall/.pyenv/versions/3.9.9/lib/python3.9/concurrent/futures/_base.py", line 438, in result return self.__get_result() File "/home/joncrall/code/ubelt/ubelt/util_futures.py", line 107, in _Future__get_result self._run() File "/home/joncrall/code/ubelt/ubelt/util_futures.py", line 65, in _run result = self.func(*self.args, **self.kw) File "/home/joncrall/code/watch/watch/cli/coco_reformat_channels.py", line 201, in reformat_obj raise NotImplementedError NotImplementedError """ Temporal clustering matching for change detection of structures from saatllite imagery robinosn 2020 """ https://github.com/microsoft/poultry-cafos