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bloodhound_multiproduct/tests/functional/product.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
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Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/mimeview/api.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/mimeview/patch.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/mimeview/pygments.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/tests/mimeview/__init__.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/web/wikisyntax.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/web/chrome.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/tests/web/__init__.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/tests/web/session.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/api.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/web_ui.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/model.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/core.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/product_admin.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/config.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/__init__.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/versioncontrol.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/dbcursor.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/cache.py
# # LRU and LFU cache decorators - licensed under the PSF License # Developed by Raymond Hettinger # (http://code.activestate.com/recipes/498245-lru-and-lfu-cache-decorators/) # # March 13, 2013 updated by Olemis Lang # Added keymap arg to build custom keys out of actual args # March 14, 2013 updated by Olemis Lang ...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/hooks.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/perm.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
Apache-2.0
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/env.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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bloodhound_multiproduct/multiproduct/util/translation.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_multiproduct/multiproduct/util/__init__.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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bloodhound_multiproduct/multiproduct/ticket/web_ui.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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apache/bloodhound
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bloodhound_multiproduct/multiproduct/ticket/query.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
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bloodhound_multiproduct/multiproduct/ticket/__init__.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
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bloodhound_multiproduct/multiproduct/ticket/batch.py
# -*- coding: UTF-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
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apache/bloodhound
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bloodhound_relations/setup.py
#!/usr/bin/env python # -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache L...
python
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apache/bloodhound
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bloodhound_relations/bhrelations/search.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
Apache-2.0
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apache/bloodhound
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bloodhound_relations/bhrelations/api.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_relations/bhrelations/web_ui.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_relations/bhrelations/db_default.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_relations/bhrelations/model.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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apache/bloodhound
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bloodhound_relations/bhrelations/validation.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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apache/bloodhound
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bloodhound_relations/bhrelations/__init__.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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apache/bloodhound
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bloodhound_relations/bhrelations/notification.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
Apache-2.0
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apache/bloodhound
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bloodhound_relations/bhrelations/tests/search.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_relations/bhrelations/tests/api.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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bloodhound_dashboard/bhdashboard/web_ui.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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bloodhound_dashboard/bhdashboard/macros.py
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python
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bloodhound_dashboard/bhdashboard/wiki.py
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bloodhound_dashboard/bhdashboard/util/widgets.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/util/translation.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/util/__init__.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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bloodhound_dashboard/bhdashboard/tests/test_webui.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/tests/__init__.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/tests/test_report.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/tests/widgets/timeline.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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python
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bloodhound_dashboard/bhdashboard/widgets/report.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/widgets/timeline.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/widgets/query.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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bloodhound_dashboard/bhdashboard/widgets/ticket.py
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python
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bloodhound_dashboard/bhdashboard/widgets/containers.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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bloodhound_dashboard/bhdashboard/widgets/__init__.py
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apache/bloodhound
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bloodhound_dashboard/bhdashboard/widgets/product.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
python
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apache/bloodhound
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bloodhound_dashboard/bhdashboard/layouts/__init__.py
# -*- coding: UTF-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (t...
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bloodhound_dashboard/bhdashboard/layouts/bootstrap.py
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installer/setup.py
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python
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#!/usr/bin/env python # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (th...
python
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apache/bloodhound
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installer/tests.py
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (...
python
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#!/usr/bin/env python # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (th...
python
Apache-2.0
c3e31294e68af99d4e040e64fbdf52394344df9e
2026-01-05T07:12:43.622011Z
false
apache/bloodhound
https://github.com/apache/bloodhound/blob/c3e31294e68af99d4e040e64fbdf52394344df9e/installer/bhsetup/createdigest.py
installer/bhsetup/createdigest.py
#!/usr/bin/env python # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (th...
python
Apache-2.0
c3e31294e68af99d4e040e64fbdf52394344df9e
2026-01-05T07:12:43.622011Z
false
apache/bloodhound
https://github.com/apache/bloodhound/blob/c3e31294e68af99d4e040e64fbdf52394344df9e/installer/bhsetup/__init__.py
installer/bhsetup/__init__.py
# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may...
python
Apache-2.0
c3e31294e68af99d4e040e64fbdf52394344df9e
2026-01-05T07:12:43.622011Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/metrics.py
zamba/metrics.py
from typing import Generator, List, Optional, Tuple import numpy as np from sklearn.metrics import accuracy_score, f1_score, precision_score, recall_score def compute_species_specific_metrics( y_true: np.ndarray, y_pred: np.ndarray, labels: Optional[List[str]] = None, ) -> Generator[Tuple[str, int, float]...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/cli.py
zamba/cli.py
from pathlib import Path from typing import Optional import warnings from loguru import logger from pydantic.error_wrappers import ValidationError from tqdm import tqdm import typer import yaml from zamba.data.video import VideoLoaderConfig from zamba.image_cli import app as image_app from zamba.models.config import ...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/exceptions.py
zamba/exceptions.py
from typing import Union class ZambaFfmpegException(Exception): def __init__(self, stderr: Union[bytes, str]): message = stderr.decode("utf8", errors="replace") if isinstance(stderr, bytes) else stderr super().__init__(f"Video loading failer with error:\n{message}")
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/version.py
zamba/version.py
import sys if sys.version_info[:2] >= (3, 8): import importlib.metadata as importlib_metadata else: import importlib_metadata __version__ = importlib_metadata.version("zamba")
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/image_cli.py
zamba/image_cli.py
from collections.abc import Callable import os from pathlib import Path from click.core import ParameterSource from loguru import logger from pydantic.error_wrappers import ValidationError import typer import yaml from zamba.images.bbox import BboxInputFormat from zamba.images.config import ( ImageClassificationP...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/__main__.py
zamba/__main__.py
from zamba.cli import app app(prog_name="python -m zamba")
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/settings.py
zamba/settings.py
import os from pathlib import Path import appdirs VIDEO_SUFFIXES = os.environ.get("VIDEO_SUFFIXES") if VIDEO_SUFFIXES is not None: VIDEO_SUFFIXES = VIDEO_SUFFIXES.split(",") else: VIDEO_SUFFIXES = [".avi", ".mp4", ".asf"] # random seed to use for splitting data without site info into train / val / holdout s...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/__init__.py
zamba/__init__.py
import os from pathlib import Path import sys from loguru import logger from zamba.version import __version__ __version__ logger.remove() log_level = os.getenv("LOG_LEVEL", "INFO") logger.add(sys.stderr, level=log_level) MODELS_DIRECTORY = Path(__file__).parents[1] / "zamba" / "models" / "official_models"
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/utils_cli.py
zamba/utils_cli.py
from itertools import chain from pathlib import Path from loguru import logger from tqdm import tqdm import typer import yaml from zamba import MODELS_DIRECTORY from zamba.images.config import ImageModelEnum from zamba.models.config import ModelEnum from zamba.models.densepose.densepose_manager import MODELS as DENSE...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/pytorch_lightning/video_modules.py
zamba/pytorch_lightning/video_modules.py
from multiprocessing import cpu_count from multiprocessing.context import BaseContext from typing import Dict, Optional, Tuple, TYPE_CHECKING import numpy as np import pandas as pd import torch import torch.nn.functional as F import torch.utils.data from pytorch_lightning import LightningDataModule from sklearn.metric...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/pytorch_lightning/__init__.py
zamba/pytorch_lightning/__init__.py
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/pytorch_lightning/base_module.py
zamba/pytorch_lightning/base_module.py
import os import warnings from typing import List, Optional import pytorch_lightning as pl import torch import torch.utils.data from pytorch_lightning import LightningModule from torchvision.transforms import transforms from zamba.pytorch.transforms import ConvertTHWCtoCTHW default_transform = transforms.Compose( ...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/publish_models.py
zamba/models/publish_models.py
import hashlib from pathlib import Path from tempfile import TemporaryDirectory import urllib.request from cloudpathlib import AnyPath, S3Path from loguru import logger import yaml from zamba import MODELS_DIRECTORY from zamba.models.config import WEIGHT_LOOKUP, ModelEnum from zamba.models.densepose import MODELS as ...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/registry.py
zamba/models/registry.py
from zamba.pytorch_lightning.base_module import ZambaClassificationLightningModule available_models = {} def register_model(cls): """Used to decorate subclasses of ZambaClassificationLightningModule so that they are included in available_models.""" if not issubclass(cls, ZambaClassificationLightningModul...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/slowfast_models.py
zamba/models/slowfast_models.py
import os from typing import Optional, Tuple, Union from pytorchvideo.models.head import ResNetBasicHead import torch from zamba.models.registry import register_model from zamba.pytorch.utils import build_multilayer_perceptron from zamba.pytorch_lightning.video_modules import ZambaVideoClassificationLightningModule ...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/efficientnet_models.py
zamba/models/efficientnet_models.py
import os from typing import Optional, Union import timm import torch from torch import nn from zamba.models.registry import register_model from zamba.pytorch.layers import TimeDistributed from zamba.pytorch_lightning.video_modules import ZambaVideoClassificationLightningModule @register_model class TimeDistributed...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/utils.py
zamba/models/utils.py
import copy from enum import Enum from functools import lru_cache import os from pathlib import Path from typing import Union from cloudpathlib import S3Client, S3Path import torch import yaml from zamba import MODELS_DIRECTORY S3_BUCKET = "s3://drivendata-public-assets" class RegionEnum(str, Enum): us = "us" ...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/model_manager.py
zamba/models/model_manager.py
from datetime import datetime import json import os from pathlib import Path from typing import Optional import yaml import git from loguru import logger import numpy as np import pandas as pd import pytorch_lightning as pl from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint from pytorch_lightning.l...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
false
drivendataorg/zamba
https://github.com/drivendataorg/zamba/blob/ce5d28ead22557e412d870780b0dbe3884bbd5cc/zamba/models/config.py
zamba/models/config.py
from enum import Enum from pathlib import Path import random from typing import Dict, Optional, Union import ffmpeg from loguru import logger import numpy as np import pandas as pd from pydantic import BaseModel from pydantic import DirectoryPath, FilePath, validator, root_validator from pqdm.threads import pqdm impor...
python
MIT
ce5d28ead22557e412d870780b0dbe3884bbd5cc
2026-01-05T07:12:27.321318Z
true