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#1386: added the ability to set deterministic and seeding RNG when training and evaluating + the fix provided in #1535

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Czar Echavez
2023-06-20 10:41:30 +01:00
parent dc0349c37b
commit 9fb30ffe1b
13 changed files with 1217 additions and 399 deletions
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.gitignore vendored
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@@ -137,3 +137,9 @@ dmypy.json
# Cython debug symbols
cython_debug/
# IDE
.idea/
# outputs
src/primaite/outputs/

708
docs/source/primaite-dependencies.rst
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@@ -1,385 +1,323 @@
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Name | Version | License | URL |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Babel | 2.12.1 | BSD License | https://babel.pocoo.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| GPUtil | 1.4.0 | MIT | https://github.com/anderskm/gputil |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Gymnasium | 0.26.3 | MIT | https://gymnasium.farama.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Jinja2 | 3.1.2 | BSD License | https://palletsprojects.com/p/jinja/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Markdown | 3.4.3 | BSD License | https://Python-Markdown.github.io/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| MarkupSafe | 2.1.2 | BSD License | https://palletsprojects.com/p/markupsafe/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Pillow | 9.5.0 | Historical Permission Notice and Disclaimer (HPND) | https://python-pillow.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| PyWavelets | 1.4.1 | MIT License | https://github.com/PyWavelets/pywt |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| PyYAML | 6.0 | MIT License | https://pyyaml.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Pygments | 2.15.1 | BSD License | https://pygments.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Send2Trash | 1.8.2 | BSD License | https://github.com/arsenetar/send2trash |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Sphinx | 6.1.3 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| Werkzeug | 2.3.4 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| absl-py | 1.4.0 | Apache Software License | https://github.com/abseil/abseil-py |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| aiofiles | 22.1.0 | Apache Software License | https://github.com/Tinche/aiofiles |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| aiosignal | 1.3.1 | Apache Software License | https://github.com/aio-libs/aiosignal |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| aiosqlite | 0.19.0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| alabaster | 0.7.13 | BSD License | https://alabaster.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| anyio | 3.7.0 | MIT License | https://anyio.readthedocs.io/en/stable/versionhistory.html |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| argon2-cffi | 21.3.0 | MIT License | https://github.com/hynek/argon2-cffi/blob/main/CHANGELOG.md |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| argon2-cffi-bindings | 21.2.0 | MIT License | https://github.com/hynek/argon2-cffi-bindings |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| arrow | 1.2.3 | Apache Software License | https://arrow.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| asttokens | 2.2.1 | Apache 2.0 | https://github.com/gristlabs/asttokens |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| attrs | 23.1.0 | MIT License | https://www.attrs.org/en/stable/changelog.html |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| backcall | 0.2.0 | BSD License | https://github.com/takluyver/backcall |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| beautifulsoup4 | 4.12.2 | MIT License | https://www.crummy.com/software/BeautifulSoup/bs4/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| bleach | 6.0.0 | Apache Software License | https://github.com/mozilla/bleach |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| build | 0.10.0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| cachetools | 5.3.0 | MIT License | https://github.com/tkem/cachetools/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| certifi | 2023.5.7 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/certifi/python-certifi |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| cffi | 1.15.1 | MIT License | http://cffi.readthedocs.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| cfgv | 3.3.1 | MIT License | https://github.com/asottile/cfgv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| charset-normalizer | 3.1.0 | MIT License | https://github.com/Ousret/charset_normalizer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| click | 8.1.3 | BSD License | https://palletsprojects.com/p/click/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| cloudpickle | 2.2.1 | BSD License | https://github.com/cloudpipe/cloudpickle |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| colorama | 0.4.6 | BSD License | https://github.com/tartley/colorama |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| comm | 0.1.3 | BSD License | https://github.com/ipython/comm |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| contourpy | 1.0.7 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| coverage | 7.2.6 | Apache Software License | https://github.com/nedbat/coveragepy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| cycler | 0.11.0 | BSD License | https://github.com/matplotlib/cycler |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| debugpy | 1.6.7 | Eclipse Public License 2.0 (EPL-2.0); MIT License | https://aka.ms/debugpy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| decorator | 5.1.1 | BSD License | https://github.com/micheles/decorator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| defusedxml | 0.7.1 | Python Software Foundation License | https://github.com/tiran/defusedxml |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| distlib | 0.3.6 | Python Software Foundation License | https://github.com/pypa/distlib |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| dm-tree | 0.1.8 | Apache Software License | https://github.com/deepmind/tree |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| docutils | 0.19 | BSD License; GNU General Public License (GPL); Public Domain; Python Software Foundation License | https://docutils.sourceforge.io/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| exceptiongroup | 1.1.1 | MIT License | https://github.com/agronholm/exceptiongroup/blob/main/CHANGES.rst |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| executing | 1.2.0 | MIT License | https://github.com/alexmojaki/executing |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| fastjsonschema | 2.17.1 | BSD License | https://github.com/horejsek/python-fastjsonschema |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| filelock | 3.12.0 | The Unlicense (Unlicense) | https://github.com/tox-dev/py-filelock |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| flake8 | 6.0.0 | MIT License | https://github.com/pycqa/flake8 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| fonttools | 4.39.4 | MIT License | http://github.com/fonttools/fonttools |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| fqdn | 1.5.1 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/ypcrts/fqdn |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| frozenlist | 1.3.3 | Apache Software License | https://github.com/aio-libs/frozenlist |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| furo | 2023.3.27 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| google-auth | 2.19.0 | Apache Software License | https://github.com/googleapis/google-auth-library-python |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| google-auth-oauthlib | 1.0.0 | Apache Software License | https://github.com/GoogleCloudPlatform/google-auth-library-python-oauthlib |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| grpcio | 1.51.3 | Apache Software License | https://grpc.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| gym | 0.21.0 | UNKNOWN | https://github.com/openai/gym |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| gymnasium-notices | 0.0.1 | MIT License | https://github.com/Farama-Foundation/gym-notices |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| identify | 2.5.24 | MIT License | https://github.com/pre-commit/identify |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| idna | 3.4 | BSD License | https://github.com/kjd/idna |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| imageio | 2.29.0 | BSD License | https://github.com/imageio/imageio |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| imagesize | 1.4.1 | MIT License | https://github.com/shibukawa/imagesize_py |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| importlib-metadata | 4.13.0 | Apache Software License | https://github.com/python/importlib_metadata |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| iniconfig | 2.0.0 | MIT License | https://github.com/pytest-dev/iniconfig |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| ipykernel | 6.23.1 | BSD License | https://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| ipython | 8.13.2 | BSD License | https://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| ipython-genutils | 0.2.0 | BSD License | http://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| isoduration | 20.11.0 | ISC License (ISCL) | https://github.com/bolsote/isoduration |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jedi | 0.18.2 | MIT License | https://github.com/davidhalter/jedi |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| json5 | 0.9.14 | Apache Software License | https://github.com/dpranke/pyjson5 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jsonpointer | 2.3 | BSD License | https://github.com/stefankoegl/python-json-pointer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jsonschema | 4.17.3 | MIT License | https://github.com/python-jsonschema/jsonschema |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter-events | 0.6.3 | BSD License | http://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter-ydoc | 0.2.4 | BSD 3-Clause License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_client | 8.2.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_core | 5.3.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_server | 2.6.0 | BSD License | https://jupyter-server.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_server_fileid | 0.9.0 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_server_terminals | 0.4.4 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyter_server_ydoc | 0.6.1 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyterlab | 3.6.1 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyterlab-pygments | 0.2.2 | BSD | https://github.com/jupyterlab/jupyterlab_pygments |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| jupyterlab_server | 2.22.1 | BSD License | https://jupyterlab-server.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| kiwisolver | 1.4.4 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| lazy_loader | 0.2 | BSD License | https://github.com/scientific-python/lazy_loader |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| lz4 | 4.3.2 | BSD License | https://github.com/python-lz4/python-lz4 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| markdown-it-py | 2.2.0 | MIT License | https://github.com/executablebooks/markdown-it-py |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| matplotlib | 3.7.1 | Python Software Foundation License | https://matplotlib.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| matplotlib-inline | 0.1.6 | BSD 3-Clause | https://github.com/ipython/matplotlib-inline |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| mccabe | 0.7.0 | MIT License | https://github.com/pycqa/mccabe |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| mdurl | 0.1.2 | MIT License | https://github.com/executablebooks/mdurl |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| mistune | 2.0.5 | BSD License | https://github.com/lepture/mistune |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| mock | 5.0.2 | BSD License | http://mock.readthedocs.org/en/latest/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| mpmath | 1.3.0 | BSD License | http://mpmath.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| msgpack | 1.0.5 | Apache Software License | https://msgpack.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nbclassic | 1.0.0 | BSD License | https://github.com/jupyter/nbclassic |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nbclient | 0.8.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nbconvert | 7.4.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nbformat | 5.9.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nest-asyncio | 1.5.6 | BSD License | https://github.com/erdewit/nest_asyncio |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| networkx | 3.1 | BSD License | https://networkx.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| nodeenv | 1.8.0 | BSD License | https://github.com/ekalinin/nodeenv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| notebook | 6.5.4 | BSD License | http://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| notebook_shim | 0.2.3 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| numpy | 1.23.5 | BSD License | https://www.numpy.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| oauthlib | 3.2.2 | BSD License | https://github.com/oauthlib/oauthlib |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| overrides | 7.3.1 | Apache License, Version 2.0 | https://github.com/mkorpela/overrides |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| packaging | 23.1 | Apache Software License; BSD License | https://github.com/pypa/packaging |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pandas | 2.0.1 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pandocfilters | 1.5.0 | BSD License | http://github.com/jgm/pandocfilters |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| parso | 0.8.3 | MIT License | https://github.com/davidhalter/parso |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pickleshare | 0.7.5 | MIT License | https://github.com/pickleshare/pickleshare |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| platformdirs | 3.5.1 | MIT License | https://github.com/platformdirs/platformdirs |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pluggy | 1.0.0 | MIT License | https://github.com/pytest-dev/pluggy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pre-commit | 2.20.0 | MIT License | https://github.com/pre-commit/pre-commit |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| primaite | 1.2.1 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| prometheus-client | 0.17.0 | Apache Software License | https://github.com/prometheus/client_python |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| prompt-toolkit | 3.0.38 | BSD License | https://github.com/prompt-toolkit/python-prompt-toolkit |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| protobuf | 3.20.3 | BSD-3-Clause | https://developers.google.com/protocol-buffers/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| psutil | 5.9.5 | BSD License | https://github.com/giampaolo/psutil |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pure-eval | 0.2.2 | MIT License | http://github.com/alexmojaki/pure_eval |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyasn1 | 0.5.0 | BSD License | https://github.com/pyasn1/pyasn1 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyasn1-modules | 0.3.0 | BSD License | https://github.com/pyasn1/pyasn1-modules |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pycodestyle | 2.10.0 | MIT License | https://pycodestyle.pycqa.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pycparser | 2.21 | BSD License | https://github.com/eliben/pycparser |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyflakes | 3.0.1 | MIT License | https://github.com/PyCQA/pyflakes |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyparsing | 3.0.9 | MIT License | https://github.com/pyparsing/pyparsing/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyproject_hooks | 1.0.0 | MIT License | https://github.com/pypa/pyproject-hooks |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyrsistent | 0.19.3 | MIT License | https://github.com/tobgu/pyrsistent/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pytest | 7.2.0 | MIT License | https://docs.pytest.org/en/latest/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pytest-cov | 4.0.0 | MIT License | https://github.com/pytest-dev/pytest-cov |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pytest-flake8 | 1.1.1 | BSD License | https://github.com/tholo/pytest-flake8 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| python-dateutil | 2.8.2 | Apache Software License; BSD License | https://github.com/dateutil/dateutil |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| python-json-logger | 2.0.7 | BSD License | http://github.com/madzak/python-json-logger |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pytz | 2023.3 | MIT License | http://pythonhosted.org/pytz |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pywin32 | 306 | Python Software Foundation License | https://github.com/mhammond/pywin32 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pywinpty | 2.0.10 | MIT | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| pyzmq | 25.1.0 | BSD License; GNU Library or Lesser General Public License (LGPL) | https://pyzmq.readthedocs.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| ray | 2.2.0 | Apache 2.0 | https://github.com/ray-project/ray |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| requests | 2.31.0 | Apache Software License | https://requests.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| requests-oauthlib | 1.3.1 | BSD License | https://github.com/requests/requests-oauthlib |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| rfc3339-validator | 0.1.4 | MIT License | https://github.com/naimetti/rfc3339-validator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| rfc3986-validator | 0.1.1 | MIT License | https://github.com/naimetti/rfc3986-validator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| rich | 13.3.5 | MIT License | https://github.com/Textualize/rich |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| rsa | 4.9 | Apache Software License | https://stuvel.eu/rsa |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| scikit-image | 0.20.0 | BSD License | https://scikit-image.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| scipy | 1.10.1 | BSD License | https://scipy.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| shellingham | 1.5.0.post1 | ISC License (ISCL) | https://github.com/sarugaku/shellingham |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| six | 1.16.0 | MIT License | https://github.com/benjaminp/six |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sniffio | 1.3.0 | Apache Software License; MIT License | https://github.com/python-trio/sniffio |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| snowballstemmer | 2.2.0 | BSD License | https://github.com/snowballstem/snowball |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| soupsieve | 2.4.1 | MIT License | https://github.com/facelessuser/soupsieve |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinx-basic-ng | 1.0.0b1 | MIT License | https://github.com/pradyunsg/sphinx-basic-ng |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinx-code-tabs | 0.5.3 | The Unlicense (Unlicense) | https://github.com/coldfix/sphinx-code-tabs |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinx-copybutton | 0.5.2 | MIT License | https://github.com/executablebooks/sphinx-copybutton |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-applehelp | 1.0.4 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-devhelp | 1.0.2 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-htmlhelp | 2.0.1 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-jsmath | 1.0.1 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-qthelp | 1.0.3 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sphinxcontrib-serializinghtml | 1.1.5 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| stable-baselines3 | 1.6.2 | MIT | https://github.com/DLR-RM/stable-baselines3 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| stack-data | 0.6.2 | MIT License | http://github.com/alexmojaki/stack_data |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| sympy | 1.12 | BSD License | https://sympy.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tabulate | 0.9.0 | MIT License | https://github.com/astanin/python-tabulate |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tensorboard | 2.12.3 | Apache Software License | https://github.com/tensorflow/tensorboard |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tensorboard-data-server | 0.7.0 | Apache Software License | https://github.com/tensorflow/tensorboard/tree/master/tensorboard/data/server |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tensorboard-plugin-wit | 1.8.1 | Apache 2.0 | https://whatif-tool.dev |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tensorboardX | 2.6 | MIT License | https://github.com/lanpa/tensorboardX |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| terminado | 0.17.1 | BSD License | https://github.com/jupyter/terminado |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tifffile | 2023.4.12 | BSD License | https://www.cgohlke.com |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tinycss2 | 1.2.1 | BSD License | https://www.courtbouillon.org/tinycss2 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| toml | 0.10.2 | MIT License | https://github.com/uiri/toml |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tomli | 2.0.1 | MIT License | https://github.com/hukkin/tomli |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| torch | 2.0.1 | BSD License | https://pytorch.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tornado | 6.3.2 | Apache Software License | http://www.tornadoweb.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| traitlets | 5.9.0 | BSD License | https://github.com/ipython/traitlets |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| typer | 0.9.0 | MIT License | https://github.com/tiangolo/typer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| typing_extensions | 4.6.2 | Python Software Foundation License | https://github.com/python/typing_extensions/issues |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| tzdata | 2023.3 | Apache Software License | https://github.com/python/tzdata |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| uri-template | 1.2.0 | MIT License | https://github.com/plinss/uri_template/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| urllib3 | 1.26.16 | MIT License | https://urllib3.readthedocs.io/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| virtualenv | 20.21.0 | MIT License | https://github.com/pypa/virtualenv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| webcolors | 1.13 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| webencodings | 0.5.1 | BSD License | https://github.com/SimonSapin/python-webencodings |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| websocket-client | 1.5.2 | Apache Software License | https://github.com/websocket-client/websocket-client.git |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| y-py | 0.5.9 | MIT License | https://github.com/y-crdt/ypy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| ypy-websocket | 0.8.2 | UNKNOWN | https://github.com/y-crdt/ypy-websocket |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| zipp | 3.15.0 | MIT License | https://github.com/jaraco/zipp |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Name | Version | License | URL |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Babel | 2.12.1 | BSD License | https://babel.pocoo.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Jinja2 | 3.1.2 | BSD License | https://palletsprojects.com/p/jinja/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| MarkupSafe | 2.1.3 | BSD License | https://palletsprojects.com/p/markupsafe/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Pillow | 9.5.0 | Historical Permission Notice and Disclaimer (HPND) | https://python-pillow.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| PyYAML | 6.0 | MIT License | https://pyyaml.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Pygments | 2.15.1 | BSD License | https://pygments.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Send2Trash | 1.8.2 | BSD License | https://github.com/arsenetar/send2trash |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| Sphinx | 6.1.3 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| aiofiles | 22.1.0 | Apache Software License | https://github.com/Tinche/aiofiles |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| aiosqlite | 0.19.0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| alabaster | 0.7.13 | BSD License | https://alabaster.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| anyio | 3.7.0 | MIT License | https://anyio.readthedocs.io/en/stable/versionhistory.html |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| argon2-cffi | 21.3.0 | MIT License | https://github.com/hynek/argon2-cffi/blob/main/CHANGELOG.md |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| argon2-cffi-bindings | 21.2.0 | MIT License | https://github.com/hynek/argon2-cffi-bindings |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| arrow | 1.2.3 | Apache Software License | https://arrow.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| asttokens | 2.2.1 | Apache 2.0 | https://github.com/gristlabs/asttokens |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| attrs | 23.1.0 | MIT License | https://www.attrs.org/en/stable/changelog.html |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| backcall | 0.2.0 | BSD License | https://github.com/takluyver/backcall |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| beautifulsoup4 | 4.12.2 | MIT License | https://www.crummy.com/software/BeautifulSoup/bs4/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| bleach | 6.0.0 | Apache Software License | https://github.com/mozilla/bleach |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| build | 0.10.0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| certifi | 2023.5.7 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/certifi/python-certifi |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| cffi | 1.15.1 | MIT License | http://cffi.readthedocs.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| cfgv | 3.3.1 | MIT License | https://github.com/asottile/cfgv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| charset-normalizer | 3.1.0 | MIT License | https://github.com/Ousret/charset_normalizer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| click | 8.1.3 | BSD License | https://palletsprojects.com/p/click/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| cloudpickle | 2.2.1 | BSD License | https://github.com/cloudpipe/cloudpickle |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| colorama | 0.4.6 | BSD License | https://github.com/tartley/colorama |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| comm | 0.1.3 | BSD License | https://github.com/ipython/comm |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| contourpy | 1.0.7 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| coverage | 7.2.7 | Apache Software License | https://github.com/nedbat/coveragepy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| cycler | 0.11.0 | BSD License | https://github.com/matplotlib/cycler |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| debugpy | 1.6.7 | Eclipse Public License 2.0 (EPL-2.0); MIT License | https://aka.ms/debugpy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| decorator | 5.1.1 | BSD License | https://github.com/micheles/decorator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| defusedxml | 0.7.1 | Python Software Foundation License | https://github.com/tiran/defusedxml |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| distlib | 0.3.6 | Python Software Foundation License | https://github.com/pypa/distlib |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| docutils | 0.19 | BSD License; GNU General Public License (GPL); Public Domain; Python Software Foundation License | https://docutils.sourceforge.io/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| exceptiongroup | 1.1.1 | MIT License | https://github.com/agronholm/exceptiongroup/blob/main/CHANGES.rst |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| executing | 1.2.0 | MIT License | https://github.com/alexmojaki/executing |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| fastjsonschema | 2.17.1 | BSD License | https://github.com/horejsek/python-fastjsonschema |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| filelock | 3.12.1 | The Unlicense (Unlicense) | https://github.com/tox-dev/py-filelock |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| flake8 | 6.0.0 | MIT License | https://github.com/pycqa/flake8 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| fonttools | 4.40.0 | MIT License | http://github.com/fonttools/fonttools |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| fqdn | 1.5.1 | Mozilla Public License 2.0 (MPL 2.0) | https://github.com/ypcrts/fqdn |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| furo | 2023.3.27 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| gym | 0.21.0 | UNKNOWN | https://github.com/openai/gym |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| identify | 2.5.24 | MIT License | https://github.com/pre-commit/identify |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| idna | 3.4 | BSD License | https://github.com/kjd/idna |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| imagesize | 1.4.1 | MIT License | https://github.com/shibukawa/imagesize_py |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| importlib-metadata | 4.13.0 | Apache Software License | https://github.com/python/importlib_metadata |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| importlib-resources | 5.12.0 | Apache Software License | https://github.com/python/importlib_resources |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| iniconfig | 2.0.0 | MIT License | https://github.com/pytest-dev/iniconfig |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| ipykernel | 6.23.2 | BSD License | https://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| ipython | 8.12.2 | BSD License | https://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| ipython-genutils | 0.2.0 | BSD License | http://ipython.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| isoduration | 20.11.0 | ISC License (ISCL) | https://github.com/bolsote/isoduration |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jedi | 0.18.2 | MIT License | https://github.com/davidhalter/jedi |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| json5 | 0.9.14 | Apache Software License | https://github.com/dpranke/pyjson5 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jsonpointer | 2.3 | BSD License | https://github.com/stefankoegl/python-json-pointer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jsonschema | 4.17.3 | MIT License | https://github.com/python-jsonschema/jsonschema |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter-events | 0.6.3 | BSD License | http://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter-ydoc | 0.2.4 | BSD 3-Clause License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_client | 8.2.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_core | 5.3.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_server | 2.6.0 | BSD License | https://jupyter-server.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_server_fileid | 0.9.0 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_server_terminals | 0.4.4 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyter_server_ydoc | 0.6.1 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyterlab | 3.6.1 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyterlab-pygments | 0.2.2 | BSD | https://github.com/jupyterlab/jupyterlab_pygments |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| jupyterlab_server | 2.23.0 | BSD License | https://jupyterlab-server.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| kiwisolver | 1.4.4 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| markdown-it-py | 3.0.0 | MIT License | https://github.com/executablebooks/markdown-it-py |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| matplotlib | 3.7.1 | Python Software Foundation License | https://matplotlib.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| matplotlib-inline | 0.1.6 | BSD 3-Clause | https://github.com/ipython/matplotlib-inline |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| mccabe | 0.7.0 | MIT License | https://github.com/pycqa/mccabe |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| mdurl | 0.1.2 | MIT License | https://github.com/executablebooks/mdurl |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| mistune | 2.0.5 | BSD License | https://github.com/lepture/mistune |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| mpmath | 1.3.0 | BSD License | http://mpmath.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nbclassic | 1.0.0 | BSD License | https://github.com/jupyter/nbclassic |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nbclient | 0.8.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nbconvert | 7.4.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nbformat | 5.9.0 | BSD License | https://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nest-asyncio | 1.5.6 | BSD License | https://github.com/erdewit/nest_asyncio |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| networkx | 3.1 | BSD License | https://networkx.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| nodeenv | 1.8.0 | BSD License | https://github.com/ekalinin/nodeenv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| notebook | 6.5.4 | BSD License | http://jupyter.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| notebook_shim | 0.2.3 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| numpy | 1.23.5 | BSD License | https://www.numpy.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| overrides | 7.3.1 | Apache License, Version 2.0 | https://github.com/mkorpela/overrides |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| packaging | 23.1 | Apache Software License; BSD License | https://github.com/pypa/packaging |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pandas | 2.0.2 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pandocfilters | 1.5.0 | BSD License | http://github.com/jgm/pandocfilters |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| parso | 0.8.3 | MIT License | https://github.com/davidhalter/parso |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pickleshare | 0.7.5 | MIT License | https://github.com/pickleshare/pickleshare |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pkgutil_resolve_name | 1.3.10 | MIT License | https://github.com/graingert/pkgutil-resolve-name |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| platformdirs | 3.5.1 | MIT License | https://github.com/platformdirs/platformdirs |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pluggy | 1.0.0 | MIT License | https://github.com/pytest-dev/pluggy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pre-commit | 2.20.0 | MIT License | https://github.com/pre-commit/pre-commit |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| primaite | 2.0.0.dev0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| primaite | 2.0.0.dev0 | MIT License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| prometheus-client | 0.17.0 | Apache Software License | https://github.com/prometheus/client_python |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| prompt-toolkit | 3.0.38 | BSD License | https://github.com/prompt-toolkit/python-prompt-toolkit |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| psutil | 5.9.5 | BSD License | https://github.com/giampaolo/psutil |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pure-eval | 0.2.2 | MIT License | http://github.com/alexmojaki/pure_eval |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pycodestyle | 2.10.0 | MIT License | https://pycodestyle.pycqa.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pycparser | 2.21 | BSD License | https://github.com/eliben/pycparser |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pyflakes | 3.0.1 | MIT License | https://github.com/PyCQA/pyflakes |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pyparsing | 3.0.9 | MIT License | https://github.com/pyparsing/pyparsing/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pyproject_hooks | 1.0.0 | MIT License | https://github.com/pypa/pyproject-hooks |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pyrsistent | 0.19.3 | MIT License | https://github.com/tobgu/pyrsistent/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pytest | 7.2.0 | MIT License | https://docs.pytest.org/en/latest/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pytest-cov | 4.0.0 | MIT License | https://github.com/pytest-dev/pytest-cov |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pytest-flake8 | 1.1.1 | BSD License | https://github.com/tholo/pytest-flake8 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| python-dateutil | 2.8.2 | Apache Software License; BSD License | https://github.com/dateutil/dateutil |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| python-json-logger | 2.0.7 | BSD License | http://github.com/madzak/python-json-logger |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pytz | 2023.3 | MIT License | http://pythonhosted.org/pytz |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pywin32 | 306 | Python Software Foundation License | https://github.com/mhammond/pywin32 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pywinpty | 2.0.10 | MIT | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| pyzmq | 25.1.0 | BSD License; GNU Library or Lesser General Public License (LGPL) | https://pyzmq.readthedocs.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| requests | 2.31.0 | Apache Software License | https://requests.readthedocs.io |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| rfc3339-validator | 0.1.4 | MIT License | https://github.com/naimetti/rfc3339-validator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| rfc3986-validator | 0.1.1 | MIT License | https://github.com/naimetti/rfc3986-validator |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| rich | 13.4.2 | MIT License | https://github.com/Textualize/rich |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| shellingham | 1.5.0.post1 | ISC License (ISCL) | https://github.com/sarugaku/shellingham |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| six | 1.16.0 | MIT License | https://github.com/benjaminp/six |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sniffio | 1.3.0 | Apache Software License; MIT License | https://github.com/python-trio/sniffio |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| snowballstemmer | 2.2.0 | BSD License | https://github.com/snowballstem/snowball |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| soupsieve | 2.4.1 | MIT License | https://github.com/facelessuser/soupsieve |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinx-basic-ng | 1.0.0b1 | MIT License | https://github.com/pradyunsg/sphinx-basic-ng |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinx-code-tabs | 0.5.3 | The Unlicense (Unlicense) | https://github.com/coldfix/sphinx-code-tabs |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinx-copybutton | 0.5.2 | MIT License | https://github.com/executablebooks/sphinx-copybutton |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-applehelp | 1.0.4 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-devhelp | 1.0.2 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-htmlhelp | 2.0.1 | BSD License | https://www.sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-jsmath | 1.0.1 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-qthelp | 1.0.3 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sphinxcontrib-serializinghtml | 1.1.5 | BSD License | http://sphinx-doc.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| stable-baselines3 | 1.6.2 | MIT | https://github.com/DLR-RM/stable-baselines3 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| stack-data | 0.6.2 | MIT License | http://github.com/alexmojaki/stack_data |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| sympy | 1.12 | BSD License | https://sympy.org |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| terminado | 0.17.1 | BSD License | https://github.com/jupyter/terminado |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| tinycss2 | 1.2.1 | BSD License | https://www.courtbouillon.org/tinycss2 |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| toml | 0.10.2 | MIT License | https://github.com/uiri/toml |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| tomli | 2.0.1 | MIT License | https://github.com/hukkin/tomli |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| torch | 2.0.1 | BSD License | https://pytorch.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| tornado | 6.3.2 | Apache Software License | http://www.tornadoweb.org/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| traitlets | 5.9.0 | BSD License | https://github.com/ipython/traitlets |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| typer | 0.9.0 | MIT License | https://github.com/tiangolo/typer |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| typing_extensions | 4.6.3 | Python Software Foundation License | https://github.com/python/typing_extensions/issues |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| tzdata | 2023.3 | Apache Software License | https://github.com/python/tzdata |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| uri-template | 1.2.0 | MIT License | https://github.com/plinss/uri_template/ |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| urllib3 | 2.0.3 | MIT License | https://github.com/urllib3/urllib3/blob/main/CHANGES.rst |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| virtualenv | 20.23.0 | MIT License | https://github.com/pypa/virtualenv |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| webcolors | 1.13 | BSD License | UNKNOWN |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| webencodings | 0.5.1 | BSD License | https://github.com/SimonSapin/python-webencodings |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| websocket-client | 1.5.3 | Apache Software License | https://github.com/websocket-client/websocket-client.git |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| y-py | 0.5.9 | MIT License | https://github.com/y-crdt/ypy |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| ypy-websocket | 0.8.2 | UNKNOWN | https://github.com/y-crdt/ypy-websocket |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+
| zipp | 3.15.0 | MIT License | https://github.com/jaraco/zipp |
+-------------------------------+-------------+--------------------------------------------------------------------------------------------------+-------------------------------------------------------------------+

6
src/primaite/config/training_config.py
View File

@@ -137,6 +137,12 @@ class TrainingConfig:
file_system_scanning_limit: int = 5
"The time taken to scan the file system."
deterministic: bool = False
"If true, the training will be deterministic"
seed: int = None
"The random number generator seed to be used while training the agent"
def to_dict(self, json_serializable: bool = True):
"""
Serialise the ``TrainingConfig`` as dict.

14
src/primaite/environment/primaite_env.py
View File

@@ -45,6 +45,7 @@ from primaite.pol.ier import IER
from primaite.pol.red_agent_pol import apply_red_agent_iers, \
apply_red_agent_node_pol
from primaite.transactions.transaction import Transaction
from primaite.transactions.transactions_to_file import write_transaction_to_file
_LOGGER = logging.getLogger(__name__)
_LOGGER.setLevel(logging.INFO)
@@ -221,7 +222,7 @@ class Primaite(Env):
# [0, 3] - action on property (0 = nothing, On / Scan, Off / Repair, Reset / Patch / Restore) # noqa
# [0, num services] - resolves to service ID (0 = nothing, resolves to service) # noqa
self.action_dict = self.create_node_action_dict()
self.action_space = spaces.Discrete(len(self.action_dict))
self.action_space = spaces.Discrete(len(self.action_dict), seed=self.training_config.seed)
elif self.training_config.action_type == ActionType.ACL:
_LOGGER.info("Action space type ACL selected")
# Terms (for ACL action space):
@@ -232,11 +233,11 @@ class Primaite(Env):
# [0, num services] - Protocol (0 = any, then 1 -> x resolving to protocol)
# [0, num ports] - Port (0 = any, then 1 -> x resolving to port)
self.action_dict = self.create_acl_action_dict()
self.action_space = spaces.Discrete(len(self.action_dict))
self.action_space = spaces.Discrete(len(self.action_dict), seed=self.training_config.seed)
elif self.training_config.action_type == ActionType.ANY:
_LOGGER.info("Action space type ANY selected - Node + ACL")
self.action_dict = self.create_node_and_acl_action_dict()
self.action_space = spaces.Discrete(len(self.action_dict))
self.action_space = spaces.Discrete(len(self.action_dict), seed=self.training_config.seed)
else:
_LOGGER.info(f"Invalid action type selected: {self.training_config.action_type}")
# Set up a csv to store the results of the training
@@ -405,8 +406,13 @@ class Primaite(Env):
# Return
return self.env_obs, reward, done, self.step_info
def close(self):
self.__close__()
def __close__(self):
"""Override close function."""
"""
Override close function
"""
self.csv_file.close()
def init_acl(self):

35
src/primaite/main.py
View File

@@ -14,8 +14,8 @@ from pathlib import Path
from typing import Final, Union
from uuid import uuid4
import numpy as np
from stable_baselines3 import A2C, PPO
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.on_policy_algorithm import OnPolicyAlgorithm
from stable_baselines3.ppo import MlpPolicy as PPOMlp
@@ -54,9 +54,6 @@ def run_generic(env: Primaite, config_values: TrainingConfig):
# Introduce a delay between steps
time.sleep(config_values.time_delay / 1000)
# Reset the environment at the end of the episode
env.close()
@@ -90,7 +87,7 @@ def run_stable_baselines3_ppo(
_LOGGER.error("Could not load agent")
_LOGGER.error("Exception occured", exc_info=True)
else:
agent = PPO(PPOMlp, env, verbose=0, n_steps=config_values.num_steps)
agent = PPO(PPOMlp, env, verbose=0, n_steps=config_values.num_steps, seed=env.training_config.seed)
if config_values.session_type == "TRAINING":
# We're in a training session
@@ -103,8 +100,19 @@ def run_stable_baselines3_ppo(
# Default to being in an evaluation session
print("Starting evaluation session...")
_LOGGER.debug("Starting evaluation session...")
evaluate_policy(agent, env, n_eval_episodes=config_values.num_episodes)
for episode in range(0, config_values.num_episodes):
obs = env.reset()
for step in range(0, config_values.num_steps):
action, _states = agent.predict(
obs,
deterministic=env.training_config.deterministic
)
# convert to int if action is a numpy array
if isinstance(action, np.ndarray):
action = np.int64(action)
obs, rewards, done, info = env.step(action)
env.close()
@@ -138,7 +146,7 @@ def run_stable_baselines3_a2c(
_LOGGER.error("Could not load agent")
_LOGGER.error("Exception occured", exc_info=True)
else:
agent = A2C("MlpPolicy", env, verbose=0, n_steps=config_values.num_steps)
agent = A2C("MlpPolicy", env, verbose=0, n_steps=config_values.num_steps, seed=env.training_config.seed)
if config_values.session_type == "TRAINING":
# We're in a training session
@@ -151,7 +159,18 @@ def run_stable_baselines3_a2c(
# Default to being in an evaluation session
print("Starting evaluation session...")
_LOGGER.debug("Starting evaluation session...")
evaluate_policy(agent, env, n_eval_episodes=config_values.num_episodes)
for episode in range(0, config_values.num_episodes):
obs = env.reset()
for step in range(0, config_values.num_steps):
action, _states = agent.predict(
obs,
deterministic=env.training_config.deterministic
)
# convert to int if action is a numpy array
if isinstance(action, np.ndarray):
action = np.int64(action)
obs, rewards, done, info = env.step(action)
env.close()

98
tests/config/e2e/a2c_deterministic_seeded_training_config.yaml Normal file
View File

@@ -0,0 +1,98 @@
# Main Config File
# Generic config values
# Choose one of these (dependent on Agent being trained)
# "STABLE_BASELINES3_PPO"
# "STABLE_BASELINES3_A2C"
# "GENERIC"
agent_identifier: STABLE_BASELINES3_A2C
# Sets How the Action Space is defined:
# "NODE"
# "ACL"
# "ANY" node and acl actions
action_type: ANY
# Number of episodes to run per session
num_episodes: 3
# Number of time_steps per episode
num_steps: 20
# Time delay between steps (for generic agents)
time_delay: 1
# Type of session to be run (TRAINING or EVALUATION)
session_type: TRAINING
# Determine whether to load an agent from file
load_agent: False
# File path and file name of agent if you're loading one in
agent_load_file: C:\[Path]\[agent_saved_filename.zip]
# Environment config values
# The high value for the observation space
observation_space_high_value: 1000000000
# Reward values
# Generic
all_ok: 0
# Node Operating State
off_should_be_on: -10
off_should_be_resetting: -5
on_should_be_off: -2
on_should_be_resetting: -5
resetting_should_be_on: -5
resetting_should_be_off: -2
resetting: -3
# Node O/S or Service State
good_should_be_patching: 2
good_should_be_compromised: 5
good_should_be_overwhelmed: 5
patching_should_be_good: -5
patching_should_be_compromised: 2
patching_should_be_overwhelmed: 2
patching: -3
compromised_should_be_good: -20
compromised_should_be_patching: -20
compromised_should_be_overwhelmed: -20
compromised: -20
overwhelmed_should_be_good: -20
overwhelmed_should_be_patching: -20
overwhelmed_should_be_compromised: -20
overwhelmed: -20
# Node File System State
good_should_be_repairing: 2
good_should_be_restoring: 2
good_should_be_corrupt: 5
good_should_be_destroyed: 10
repairing_should_be_good: -5
repairing_should_be_restoring: 2
repairing_should_be_corrupt: 2
repairing_should_be_destroyed: 0
repairing: -3
restoring_should_be_good: -10
restoring_should_be_repairing: -2
restoring_should_be_corrupt: 1
restoring_should_be_destroyed: 2
restoring: -6
corrupt_should_be_good: -10
corrupt_should_be_repairing: -10
corrupt_should_be_restoring: -10
corrupt_should_be_destroyed: 2
corrupt: -10
destroyed_should_be_good: -20
destroyed_should_be_repairing: -20
destroyed_should_be_restoring: -20
destroyed_should_be_corrupt: -20
destroyed: -20
scanning: -2
# IER status
red_ier_running: -5
green_ier_blocked: -10
# Patching / Reset durations
os_patching_duration: 5 # The time taken to patch the OS
node_reset_duration: 5 # The time taken to reset a node (hardware)
service_patching_duration: 5 # The time taken to patch a service
file_system_repairing_limit: 5 # The time take to repair the file system
file_system_restoring_limit: 5 # The time take to restore the file system
file_system_scanning_limit: 5 # The time taken to scan the file system
# deterministic
deterministic: False
seed: 1

61
tests/config/e2e/deterministic_test_outputs/deterministic_a2c.csv Normal file
View File

@@ -0,0 +1,61 @@
Timestamp,Episode,Step,Reward,AS_0,OSI_0_0,OSI_0_1,OSI_0_2,OSI_0_3,OSI_0_4,OSI_0_5,OSI_0_6,OSI_1_0,OSI_1_1,OSI_1_2,OSI_1_3,OSI_1_4,OSI_1_5,OSI_1_6,OSI_2_0,OSI_2_1,OSI_2_2,OSI_2_3,OSI_2_4,OSI_2_5,OSI_2_6,OSI_3_0,OSI_3_1,OSI_3_2,OSI_3_3,OSI_3_4,OSI_3_5,OSI_3_6,OSI_4_0,OSI_4_1,OSI_4_2,OSI_4_3,OSI_4_4,OSI_4_5,OSI_4_6,OSI_5_0,OSI_5_1,OSI_5_2,OSI_5_3,OSI_5_4,OSI_5_5,OSI_5_6,OSI_6_0,OSI_6_1,OSI_6_2,OSI_6_3,OSI_6_4,OSI_6_5,OSI_6_6,OSI_7_0,OSI_7_1,OSI_7_2,OSI_7_3,OSI_7_4,OSI_7_5,OSI_7_6,OSI_8_0,OSI_8_1,OSI_8_2,OSI_8_3,OSI_8_4,OSI_8_5,OSI_8_6,OSI_9_0,OSI_9_1,OSI_9_2,OSI_9_3,OSI_9_4,OSI_9_5,OSI_9_6,OSI_10_0,OSI_10_1,OSI_10_2,OSI_10_3,OSI_10_4,OSI_10_5,OSI_10_6,OSI_11_0,OSI_11_1,OSI_11_2,OSI_11_3,OSI_11_4,OSI_11_5,OSI_11_6,OSI_12_0,OSI_12_1,OSI_12_2,OSI_12_3,OSI_12_4,OSI_12_5,OSI_12_6,OSI_13_0,OSI_13_1,OSI_13_2,OSI_13_3,OSI_13_4,OSI_13_5,OSI_13_6,OSI_14_0,OSI_14_1,OSI_14_2,OSI_14_3,OSI_14_4,OSI_14_5,OSI_14_6,OSI_15_0,OSI_15_1,OSI_15_2,OSI_15_3,OSI_15_4,OSI_15_5,OSI_15_6,OSI_16_0,OSI_16_1,OSI_16_2,OSI_16_3,OSI_16_4,OSI_16_5,OSI_16_6,OSI_17_0,OSI_17_1,OSI_17_2,OSI_17_3,OSI_17_4,OSI_17_5,OSI_17_6,OSN_0_0,OSN_0_1,OSN_0_2,OSN_0_3,OSN_0_4,OSN_0_5,OSN_0_6,OSN_1_0,OSN_1_1,OSN_1_2,OSN_1_3,OSN_1_4,OSN_1_5,OSN_1_6,OSN_2_0,OSN_2_1,OSN_2_2,OSN_2_3,OSN_2_4,OSN_2_5,OSN_2_6,OSN_3_0,OSN_3_1,OSN_3_2,OSN_3_3,OSN_3_4,OSN_3_5,OSN_3_6,OSN_4_0,OSN_4_1,OSN_4_2,OSN_4_3,OSN_4_4,OSN_4_5,OSN_4_6,OSN_5_0,OSN_5_1,OSN_5_2,OSN_5_3,OSN_5_4,OSN_5_5,OSN_5_6,OSN_6_0,OSN_6_1,OSN_6_2,OSN_6_3,OSN_6_4,OSN_6_5,OSN_6_6,OSN_7_0,OSN_7_1,OSN_7_2,OSN_7_3,OSN_7_4,OSN_7_5,OSN_7_6,OSN_8_0,OSN_8_1,OSN_8_2,OSN_8_3,OSN_8_4,OSN_8_5,OSN_8_6,OSN_9_0,OSN_9_1,OSN_9_2,OSN_9_3,OSN_9_4,OSN_9_5,OSN_9_6,OSN_10_0,OSN_10_1,OSN_10_2,OSN_10_3,OSN_10_4,OSN_10_5,OSN_10_6,OSN_11_0,OSN_11_1,OSN_11_2,OSN_11_3,OSN_11_4,OSN_11_5,OSN_11_6,OSN_12_0,OSN_12_1,OSN_12_2,OSN_12_3,OSN_12_4,OSN_12_5,OSN_12_6,OSN_13_0,OSN_13_1,OSN_13_2,OSN_13_3,OSN_13_4,OSN_13_5,OSN_13_6,OSN_14_0,OSN_14_1,OSN_14_2,OSN_14_3,OSN_14_4,OSN_14_5,OSN_14_6,OSN_15_0,OSN_15_1,OSN_15_2,OSN_15_3,OSN_15_4,OSN_15_5,OSN_15_6,OSN_16_0,OSN_16_1,OSN_16_2,OSN_16_3,OSN_16_4,OSN_16_5,OSN_16_6,OSN_17_0,OSN_17_1,OSN_17_2,OSN_17_3,OSN_17_4,OSN_17_5,OSN_17_6
2023-06-20 10:34:31.092446,1,1,0,204,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,0,0,0,11,0,0,0,0,0,0,12,0,0,0,0,0,0,13,0,0,0,0,0,0,14,0,0,0,0,0,0,15,0,0,0,0,0,0,16,0,0,0,0,0,0,17,0,0,0,0,0,0,18,0,0,0,0,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.113447,1,2,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.144446,1,3,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.173448,1,4,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.201447,1,5,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.219447,1,6,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.247447,1,7,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.264447,1,8,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.284447,1,9,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.304447,1,10,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.320447,1,11,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.345450,1,12,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.362448,1,13,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.378449,1,14,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.397451,1,15,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.414448,1,16,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.430452,1,17,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.453449,1,18,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.470451,1,19,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.488450,1,20,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.504450,2,1,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.521451,2,2,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.545452,2,3,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.568453,2,4,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.587451,2,5,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.603453,2,6,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.619454,2,7,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.638454,2,8,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.658452,2,9,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.681452,2,10,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.698454,2,11,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.726452,2,12,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.741451,2,13,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.769455,2,14,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.787452,2,15,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.817452,2,16,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.841454,2,17,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.862454,2,18,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.880454,2,19,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.898459,2,20,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.918455,3,1,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.941453,3,2,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.964454,3,3,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:31.982456,3,4,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.005454,3,5,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.036456,3,6,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.061459,3,7,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.078456,3,8,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.096459,3,9,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.122458,3,10,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.146459,3,11,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.175456,3,12,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.198466,3,13,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.217456,3,14,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.235457,3,15,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.258458,3,16,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.280457,3,17,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.297457,3,18,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.318459,3,19,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:34:32.345468,3,20,0,4,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
1 Timestamp Episode Step Reward AS_0 OSI_0_0 OSI_0_1 OSI_0_2 OSI_0_3 OSI_0_4 OSI_0_5 OSI_0_6 OSI_1_0 OSI_1_1 OSI_1_2 OSI_1_3 OSI_1_4 OSI_1_5 OSI_1_6 OSI_2_0 OSI_2_1 OSI_2_2 OSI_2_3 OSI_2_4 OSI_2_5 OSI_2_6 OSI_3_0 OSI_3_1 OSI_3_2 OSI_3_3 OSI_3_4 OSI_3_5 OSI_3_6 OSI_4_0 OSI_4_1 OSI_4_2 OSI_4_3 OSI_4_4 OSI_4_5 OSI_4_6 OSI_5_0 OSI_5_1 OSI_5_2 OSI_5_3 OSI_5_4 OSI_5_5 OSI_5_6 OSI_6_0 OSI_6_1 OSI_6_2 OSI_6_3 OSI_6_4 OSI_6_5 OSI_6_6 OSI_7_0 OSI_7_1 OSI_7_2 OSI_7_3 OSI_7_4 OSI_7_5 OSI_7_6 OSI_8_0 OSI_8_1 OSI_8_2 OSI_8_3 OSI_8_4 OSI_8_5 OSI_8_6 OSI_9_0 OSI_9_1 OSI_9_2 OSI_9_3 OSI_9_4 OSI_9_5 OSI_9_6 OSI_10_0 OSI_10_1 OSI_10_2 OSI_10_3 OSI_10_4 OSI_10_5 OSI_10_6 OSI_11_0 OSI_11_1 OSI_11_2 OSI_11_3 OSI_11_4 OSI_11_5 OSI_11_6 OSI_12_0 OSI_12_1 OSI_12_2 OSI_12_3 OSI_12_4 OSI_12_5 OSI_12_6 OSI_13_0 OSI_13_1 OSI_13_2 OSI_13_3 OSI_13_4 OSI_13_5 OSI_13_6 OSI_14_0 OSI_14_1 OSI_14_2 OSI_14_3 OSI_14_4 OSI_14_5 OSI_14_6 OSI_15_0 OSI_15_1 OSI_15_2 OSI_15_3 OSI_15_4 OSI_15_5 OSI_15_6 OSI_16_0 OSI_16_1 OSI_16_2 OSI_16_3 OSI_16_4 OSI_16_5 OSI_16_6 OSI_17_0 OSI_17_1 OSI_17_2 OSI_17_3 OSI_17_4 OSI_17_5 OSI_17_6 OSN_0_0 OSN_0_1 OSN_0_2 OSN_0_3 OSN_0_4 OSN_0_5 OSN_0_6 OSN_1_0 OSN_1_1 OSN_1_2 OSN_1_3 OSN_1_4 OSN_1_5 OSN_1_6 OSN_2_0 OSN_2_1 OSN_2_2 OSN_2_3 OSN_2_4 OSN_2_5 OSN_2_6 OSN_3_0 OSN_3_1 OSN_3_2 OSN_3_3 OSN_3_4 OSN_3_5 OSN_3_6 OSN_4_0 OSN_4_1 OSN_4_2 OSN_4_3 OSN_4_4 OSN_4_5 OSN_4_6 OSN_5_0 OSN_5_1 OSN_5_2 OSN_5_3 OSN_5_4 OSN_5_5 OSN_5_6 OSN_6_0 OSN_6_1 OSN_6_2 OSN_6_3 OSN_6_4 OSN_6_5 OSN_6_6 OSN_7_0 OSN_7_1 OSN_7_2 OSN_7_3 OSN_7_4 OSN_7_5 OSN_7_6 OSN_8_0 OSN_8_1 OSN_8_2 OSN_8_3 OSN_8_4 OSN_8_5 OSN_8_6 OSN_9_0 OSN_9_1 OSN_9_2 OSN_9_3 OSN_9_4 OSN_9_5 OSN_9_6 OSN_10_0 OSN_10_1 OSN_10_2 OSN_10_3 OSN_10_4 OSN_10_5 OSN_10_6 OSN_11_0 OSN_11_1 OSN_11_2 OSN_11_3 OSN_11_4 OSN_11_5 OSN_11_6 OSN_12_0 OSN_12_1 OSN_12_2 OSN_12_3 OSN_12_4 OSN_12_5 OSN_12_6 OSN_13_0 OSN_13_1 OSN_13_2 OSN_13_3 OSN_13_4 OSN_13_5 OSN_13_6 OSN_14_0 OSN_14_1 OSN_14_2 OSN_14_3 OSN_14_4 OSN_14_5 OSN_14_6 OSN_15_0 OSN_15_1 OSN_15_2 OSN_15_3 OSN_15_4 OSN_15_5 OSN_15_6 OSN_16_0 OSN_16_1 OSN_16_2 OSN_16_3 OSN_16_4 OSN_16_5 OSN_16_6 OSN_17_0 OSN_17_1 OSN_17_2 OSN_17_3 OSN_17_4 OSN_17_5 OSN_17_6
2 2023-06-20 10:34:31.092446 1 1 0 204 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 0 0 0 11 0 0 0 0 0 0 12 0 0 0 0 0 0 13 0 0 0 0 0 0 14 0 0 0 0 0 0 15 0 0 0 0 0 0 16 0 0 0 0 0 0 17 0 0 0 0 0 0 18 0 0 0 0 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
3 2023-06-20 10:34:31.113447 1 2 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
4 2023-06-20 10:34:31.144446 1 3 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
5 2023-06-20 10:34:31.173448 1 4 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
6 2023-06-20 10:34:31.201447 1 5 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
7 2023-06-20 10:34:31.219447 1 6 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
8 2023-06-20 10:34:31.247447 1 7 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
9 2023-06-20 10:34:31.264447 1 8 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
10 2023-06-20 10:34:31.284447 1 9 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
11 2023-06-20 10:34:31.304447 1 10 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
12 2023-06-20 10:34:31.320447 1 11 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
13 2023-06-20 10:34:31.345450 1 12 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
14 2023-06-20 10:34:31.362448 1 13 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
15 2023-06-20 10:34:31.378449 1 14 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
16 2023-06-20 10:34:31.397451 1 15 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
17 2023-06-20 10:34:31.414448 1 16 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
18 2023-06-20 10:34:31.430452 1 17 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
19 2023-06-20 10:34:31.453449 1 18 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
20 2023-06-20 10:34:31.470451 1 19 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
21 2023-06-20 10:34:31.488450 1 20 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
22 2023-06-20 10:34:31.504450 2 1 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
23 2023-06-20 10:34:31.521451 2 2 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
24 2023-06-20 10:34:31.545452 2 3 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
25 2023-06-20 10:34:31.568453 2 4 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
26 2023-06-20 10:34:31.587451 2 5 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
27 2023-06-20 10:34:31.603453 2 6 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
28 2023-06-20 10:34:31.619454 2 7 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
29 2023-06-20 10:34:31.638454 2 8 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
30 2023-06-20 10:34:31.658452 2 9 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
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35 2023-06-20 10:34:31.769455 2 14 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
36 2023-06-20 10:34:31.787452 2 15 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
37 2023-06-20 10:34:31.817452 2 16 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
38 2023-06-20 10:34:31.841454 2 17 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
39 2023-06-20 10:34:31.862454 2 18 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
40 2023-06-20 10:34:31.880454 2 19 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
41 2023-06-20 10:34:31.898459 2 20 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
42 2023-06-20 10:34:31.918455 3 1 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
43 2023-06-20 10:34:31.941453 3 2 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
44 2023-06-20 10:34:31.964454 3 3 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
45 2023-06-20 10:34:31.982456 3 4 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
46 2023-06-20 10:34:32.005454 3 5 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
47 2023-06-20 10:34:32.036456 3 6 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
48 2023-06-20 10:34:32.061459 3 7 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
49 2023-06-20 10:34:32.078456 3 8 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
50 2023-06-20 10:34:32.096459 3 9 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
51 2023-06-20 10:34:32.122458 3 10 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
52 2023-06-20 10:34:32.146459 3 11 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
53 2023-06-20 10:34:32.175456 3 12 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
54 2023-06-20 10:34:32.198466 3 13 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
55 2023-06-20 10:34:32.217456 3 14 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
56 2023-06-20 10:34:32.235457 3 15 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
57 2023-06-20 10:34:32.258458 3 16 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
58 2023-06-20 10:34:32.280457 3 17 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
59 2023-06-20 10:34:32.297457 3 18 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
60 2023-06-20 10:34:32.318459 3 19 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
61 2023-06-20 10:34:32.345468 3 20 0 4 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0

4
tests/config/e2e/deterministic_test_outputs/deterministic_generic.csv Normal file
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Episode,Average Reward
0,0
1,-10.5
2,-1.0
1 Episode Average Reward
2 0 0
3 1 -10.5
4 2 -1.0

61
tests/config/e2e/deterministic_test_outputs/deterministic_ppo.csv Normal file
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@@ -0,0 +1,61 @@
Timestamp,Episode,Step,Reward,AS_0,OSI_0_0,OSI_0_1,OSI_0_2,OSI_0_3,OSI_0_4,OSI_0_5,OSI_0_6,OSI_1_0,OSI_1_1,OSI_1_2,OSI_1_3,OSI_1_4,OSI_1_5,OSI_1_6,OSI_2_0,OSI_2_1,OSI_2_2,OSI_2_3,OSI_2_4,OSI_2_5,OSI_2_6,OSI_3_0,OSI_3_1,OSI_3_2,OSI_3_3,OSI_3_4,OSI_3_5,OSI_3_6,OSI_4_0,OSI_4_1,OSI_4_2,OSI_4_3,OSI_4_4,OSI_4_5,OSI_4_6,OSI_5_0,OSI_5_1,OSI_5_2,OSI_5_3,OSI_5_4,OSI_5_5,OSI_5_6,OSI_6_0,OSI_6_1,OSI_6_2,OSI_6_3,OSI_6_4,OSI_6_5,OSI_6_6,OSI_7_0,OSI_7_1,OSI_7_2,OSI_7_3,OSI_7_4,OSI_7_5,OSI_7_6,OSI_8_0,OSI_8_1,OSI_8_2,OSI_8_3,OSI_8_4,OSI_8_5,OSI_8_6,OSI_9_0,OSI_9_1,OSI_9_2,OSI_9_3,OSI_9_4,OSI_9_5,OSI_9_6,OSI_10_0,OSI_10_1,OSI_10_2,OSI_10_3,OSI_10_4,OSI_10_5,OSI_10_6,OSI_11_0,OSI_11_1,OSI_11_2,OSI_11_3,OSI_11_4,OSI_11_5,OSI_11_6,OSI_12_0,OSI_12_1,OSI_12_2,OSI_12_3,OSI_12_4,OSI_12_5,OSI_12_6,OSI_13_0,OSI_13_1,OSI_13_2,OSI_13_3,OSI_13_4,OSI_13_5,OSI_13_6,OSI_14_0,OSI_14_1,OSI_14_2,OSI_14_3,OSI_14_4,OSI_14_5,OSI_14_6,OSI_15_0,OSI_15_1,OSI_15_2,OSI_15_3,OSI_15_4,OSI_15_5,OSI_15_6,OSI_16_0,OSI_16_1,OSI_16_2,OSI_16_3,OSI_16_4,OSI_16_5,OSI_16_6,OSI_17_0,OSI_17_1,OSI_17_2,OSI_17_3,OSI_17_4,OSI_17_5,OSI_17_6,OSN_0_0,OSN_0_1,OSN_0_2,OSN_0_3,OSN_0_4,OSN_0_5,OSN_0_6,OSN_1_0,OSN_1_1,OSN_1_2,OSN_1_3,OSN_1_4,OSN_1_5,OSN_1_6,OSN_2_0,OSN_2_1,OSN_2_2,OSN_2_3,OSN_2_4,OSN_2_5,OSN_2_6,OSN_3_0,OSN_3_1,OSN_3_2,OSN_3_3,OSN_3_4,OSN_3_5,OSN_3_6,OSN_4_0,OSN_4_1,OSN_4_2,OSN_4_3,OSN_4_4,OSN_4_5,OSN_4_6,OSN_5_0,OSN_5_1,OSN_5_2,OSN_5_3,OSN_5_4,OSN_5_5,OSN_5_6,OSN_6_0,OSN_6_1,OSN_6_2,OSN_6_3,OSN_6_4,OSN_6_5,OSN_6_6,OSN_7_0,OSN_7_1,OSN_7_2,OSN_7_3,OSN_7_4,OSN_7_5,OSN_7_6,OSN_8_0,OSN_8_1,OSN_8_2,OSN_8_3,OSN_8_4,OSN_8_5,OSN_8_6,OSN_9_0,OSN_9_1,OSN_9_2,OSN_9_3,OSN_9_4,OSN_9_5,OSN_9_6,OSN_10_0,OSN_10_1,OSN_10_2,OSN_10_3,OSN_10_4,OSN_10_5,OSN_10_6,OSN_11_0,OSN_11_1,OSN_11_2,OSN_11_3,OSN_11_4,OSN_11_5,OSN_11_6,OSN_12_0,OSN_12_1,OSN_12_2,OSN_12_3,OSN_12_4,OSN_12_5,OSN_12_6,OSN_13_0,OSN_13_1,OSN_13_2,OSN_13_3,OSN_13_4,OSN_13_5,OSN_13_6,OSN_14_0,OSN_14_1,OSN_14_2,OSN_14_3,OSN_14_4,OSN_14_5,OSN_14_6,OSN_15_0,OSN_15_1,OSN_15_2,OSN_15_3,OSN_15_4,OSN_15_5,OSN_15_6,OSN_16_0,OSN_16_1,OSN_16_2,OSN_16_3,OSN_16_4,OSN_16_5,OSN_16_6,OSN_17_0,OSN_17_1,OSN_17_2,OSN_17_3,OSN_17_4,OSN_17_5,OSN_17_6
2023-06-20 10:31:20.769116,1,1,0,1084,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,0,0,0,11,0,0,0,0,0,0,12,0,0,0,0,0,0,13,0,0,0,0,0,0,14,0,0,0,0,0,0,15,0,0,0,0,0,0,16,0,0,0,0,0,0,17,0,0,0,0,0,0,18,0,0,0,0,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.772116,1,2,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.775116,1,3,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.778116,1,4,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.781116,1,5,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.785116,1,6,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.788116,1,7,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.791116,1,8,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.794116,1,9,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.797116,1,10,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.803115,1,11,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.809116,1,12,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.814117,1,13,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.817117,1,14,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.820117,1,15,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.823117,1,16,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.827117,1,17,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.830117,1,18,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.833119,1,19,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.837117,1,20,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.840117,2,1,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.843117,2,2,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.847116,2,3,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.850116,2,4,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.854116,2,5,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.857117,2,6,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.860116,2,7,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.863117,2,8,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.866117,2,9,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.870118,2,10,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.874117,2,11,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.877119,2,12,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.881117,2,13,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.884121,2,14,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.887119,2,15,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.891119,2,16,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.894117,2,17,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.898118,2,18,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.901118,2,19,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.904117,2,20,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.908117,3,1,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.911117,3,2,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.915117,3,3,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.918117,3,4,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.921117,3,5,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.927117,3,6,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.933118,3,7,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.938118,3,8,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.942118,3,9,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.947120,3,10,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.952118,3,11,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.956118,3,12,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.960118,3,13,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.964118,3,14,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.967118,3,15,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.971118,3,16,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.975118,3,17,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.978118,3,18,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.981118,3,19,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
2023-06-20 10:31:20.987118,3,20,0,1487,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0,1,1,1,1,1,0,1,2,1,1,1,1,0,0,3,1,1,1,0,0,0,4,1,1,1,1,0,1,5,1,1,1,1,0,1,6,1,1,1,0,0,0,7,1,1,1,1,1,0,8,1,1,1,1,1,1,9,1,1,1,1,0,0,10,0,0,0,70000,0,0,11,0,0,0,70000,0,0,12,0,0,0,140000,0,0,13,0,0,0,0,0,0,14,0,0,0,140000,0,0,15,0,0,0,30000,0,0,16,0,0,0,50000,105000,0,17,0,0,0,10000,105000,0,18,0,0,0,110000,0,0
1 Timestamp Episode Step Reward AS_0 OSI_0_0 OSI_0_1 OSI_0_2 OSI_0_3 OSI_0_4 OSI_0_5 OSI_0_6 OSI_1_0 OSI_1_1 OSI_1_2 OSI_1_3 OSI_1_4 OSI_1_5 OSI_1_6 OSI_2_0 OSI_2_1 OSI_2_2 OSI_2_3 OSI_2_4 OSI_2_5 OSI_2_6 OSI_3_0 OSI_3_1 OSI_3_2 OSI_3_3 OSI_3_4 OSI_3_5 OSI_3_6 OSI_4_0 OSI_4_1 OSI_4_2 OSI_4_3 OSI_4_4 OSI_4_5 OSI_4_6 OSI_5_0 OSI_5_1 OSI_5_2 OSI_5_3 OSI_5_4 OSI_5_5 OSI_5_6 OSI_6_0 OSI_6_1 OSI_6_2 OSI_6_3 OSI_6_4 OSI_6_5 OSI_6_6 OSI_7_0 OSI_7_1 OSI_7_2 OSI_7_3 OSI_7_4 OSI_7_5 OSI_7_6 OSI_8_0 OSI_8_1 OSI_8_2 OSI_8_3 OSI_8_4 OSI_8_5 OSI_8_6 OSI_9_0 OSI_9_1 OSI_9_2 OSI_9_3 OSI_9_4 OSI_9_5 OSI_9_6 OSI_10_0 OSI_10_1 OSI_10_2 OSI_10_3 OSI_10_4 OSI_10_5 OSI_10_6 OSI_11_0 OSI_11_1 OSI_11_2 OSI_11_3 OSI_11_4 OSI_11_5 OSI_11_6 OSI_12_0 OSI_12_1 OSI_12_2 OSI_12_3 OSI_12_4 OSI_12_5 OSI_12_6 OSI_13_0 OSI_13_1 OSI_13_2 OSI_13_3 OSI_13_4 OSI_13_5 OSI_13_6 OSI_14_0 OSI_14_1 OSI_14_2 OSI_14_3 OSI_14_4 OSI_14_5 OSI_14_6 OSI_15_0 OSI_15_1 OSI_15_2 OSI_15_3 OSI_15_4 OSI_15_5 OSI_15_6 OSI_16_0 OSI_16_1 OSI_16_2 OSI_16_3 OSI_16_4 OSI_16_5 OSI_16_6 OSI_17_0 OSI_17_1 OSI_17_2 OSI_17_3 OSI_17_4 OSI_17_5 OSI_17_6 OSN_0_0 OSN_0_1 OSN_0_2 OSN_0_3 OSN_0_4 OSN_0_5 OSN_0_6 OSN_1_0 OSN_1_1 OSN_1_2 OSN_1_3 OSN_1_4 OSN_1_5 OSN_1_6 OSN_2_0 OSN_2_1 OSN_2_2 OSN_2_3 OSN_2_4 OSN_2_5 OSN_2_6 OSN_3_0 OSN_3_1 OSN_3_2 OSN_3_3 OSN_3_4 OSN_3_5 OSN_3_6 OSN_4_0 OSN_4_1 OSN_4_2 OSN_4_3 OSN_4_4 OSN_4_5 OSN_4_6 OSN_5_0 OSN_5_1 OSN_5_2 OSN_5_3 OSN_5_4 OSN_5_5 OSN_5_6 OSN_6_0 OSN_6_1 OSN_6_2 OSN_6_3 OSN_6_4 OSN_6_5 OSN_6_6 OSN_7_0 OSN_7_1 OSN_7_2 OSN_7_3 OSN_7_4 OSN_7_5 OSN_7_6 OSN_8_0 OSN_8_1 OSN_8_2 OSN_8_3 OSN_8_4 OSN_8_5 OSN_8_6 OSN_9_0 OSN_9_1 OSN_9_2 OSN_9_3 OSN_9_4 OSN_9_5 OSN_9_6 OSN_10_0 OSN_10_1 OSN_10_2 OSN_10_3 OSN_10_4 OSN_10_5 OSN_10_6 OSN_11_0 OSN_11_1 OSN_11_2 OSN_11_3 OSN_11_4 OSN_11_5 OSN_11_6 OSN_12_0 OSN_12_1 OSN_12_2 OSN_12_3 OSN_12_4 OSN_12_5 OSN_12_6 OSN_13_0 OSN_13_1 OSN_13_2 OSN_13_3 OSN_13_4 OSN_13_5 OSN_13_6 OSN_14_0 OSN_14_1 OSN_14_2 OSN_14_3 OSN_14_4 OSN_14_5 OSN_14_6 OSN_15_0 OSN_15_1 OSN_15_2 OSN_15_3 OSN_15_4 OSN_15_5 OSN_15_6 OSN_16_0 OSN_16_1 OSN_16_2 OSN_16_3 OSN_16_4 OSN_16_5 OSN_16_6 OSN_17_0 OSN_17_1 OSN_17_2 OSN_17_3 OSN_17_4 OSN_17_5 OSN_17_6
2 2023-06-20 10:31:20.769116 1 1 0 1084 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 0 0 0 11 0 0 0 0 0 0 12 0 0 0 0 0 0 13 0 0 0 0 0 0 14 0 0 0 0 0 0 15 0 0 0 0 0 0 16 0 0 0 0 0 0 17 0 0 0 0 0 0 18 0 0 0 0 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
3 2023-06-20 10:31:20.772116 1 2 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
4 2023-06-20 10:31:20.775116 1 3 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
5 2023-06-20 10:31:20.778116 1 4 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
6 2023-06-20 10:31:20.781116 1 5 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
7 2023-06-20 10:31:20.785116 1 6 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
8 2023-06-20 10:31:20.788116 1 7 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
9 2023-06-20 10:31:20.791116 1 8 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
10 2023-06-20 10:31:20.794116 1 9 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
11 2023-06-20 10:31:20.797116 1 10 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
12 2023-06-20 10:31:20.803115 1 11 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
13 2023-06-20 10:31:20.809116 1 12 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
14 2023-06-20 10:31:20.814117 1 13 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
15 2023-06-20 10:31:20.817117 1 14 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
16 2023-06-20 10:31:20.820117 1 15 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
17 2023-06-20 10:31:20.823117 1 16 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
18 2023-06-20 10:31:20.827117 1 17 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
19 2023-06-20 10:31:20.830117 1 18 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
20 2023-06-20 10:31:20.833119 1 19 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
21 2023-06-20 10:31:20.837117 1 20 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
22 2023-06-20 10:31:20.840117 2 1 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
23 2023-06-20 10:31:20.843117 2 2 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
24 2023-06-20 10:31:20.847116 2 3 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
25 2023-06-20 10:31:20.850116 2 4 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
26 2023-06-20 10:31:20.854116 2 5 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
27 2023-06-20 10:31:20.857117 2 6 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
28 2023-06-20 10:31:20.860116 2 7 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
29 2023-06-20 10:31:20.863117 2 8 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
30 2023-06-20 10:31:20.866117 2 9 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
31 2023-06-20 10:31:20.870118 2 10 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
32 2023-06-20 10:31:20.874117 2 11 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
33 2023-06-20 10:31:20.877119 2 12 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
34 2023-06-20 10:31:20.881117 2 13 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
35 2023-06-20 10:31:20.884121 2 14 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
36 2023-06-20 10:31:20.887119 2 15 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
37 2023-06-20 10:31:20.891119 2 16 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
38 2023-06-20 10:31:20.894117 2 17 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
39 2023-06-20 10:31:20.898118 2 18 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
40 2023-06-20 10:31:20.901118 2 19 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
41 2023-06-20 10:31:20.904117 2 20 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
42 2023-06-20 10:31:20.908117 3 1 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
43 2023-06-20 10:31:20.911117 3 2 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
44 2023-06-20 10:31:20.915117 3 3 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
45 2023-06-20 10:31:20.918117 3 4 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
46 2023-06-20 10:31:20.921117 3 5 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
47 2023-06-20 10:31:20.927117 3 6 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
48 2023-06-20 10:31:20.933118 3 7 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
49 2023-06-20 10:31:20.938118 3 8 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
50 2023-06-20 10:31:20.942118 3 9 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
51 2023-06-20 10:31:20.947120 3 10 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
52 2023-06-20 10:31:20.952118 3 11 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
53 2023-06-20 10:31:20.956118 3 12 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
54 2023-06-20 10:31:20.960118 3 13 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
55 2023-06-20 10:31:20.964118 3 14 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
56 2023-06-20 10:31:20.967118 3 15 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
57 2023-06-20 10:31:20.971118 3 16 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
58 2023-06-20 10:31:20.975118 3 17 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
59 2023-06-20 10:31:20.978118 3 18 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
60 2023-06-20 10:31:20.981118 3 19 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0
61 2023-06-20 10:31:20.987118 3 20 0 1487 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0 1 1 1 1 1 0 1 2 1 1 1 1 0 0 3 1 1 1 0 0 0 4 1 1 1 1 0 1 5 1 1 1 1 0 1 6 1 1 1 0 0 0 7 1 1 1 1 1 0 8 1 1 1 1 1 1 9 1 1 1 1 0 0 10 0 0 0 70000 0 0 11 0 0 0 70000 0 0 12 0 0 0 140000 0 0 13 0 0 0 0 0 0 14 0 0 0 140000 0 0 15 0 0 0 30000 0 0 16 0 0 0 50000 105000 0 17 0 0 0 10000 105000 0 18 0 0 0 110000 0 0

98
tests/config/e2e/generic_deterministic_seeded_training_config.yaml Normal file
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@@ -0,0 +1,98 @@
# Main Config File
# Generic config values
# Choose one of these (dependent on Agent being trained)
# "STABLE_BASELINES3_PPO"
# "STABLE_BASELINES3_A2C"
# "GENERIC"
agent_identifier: GENERIC
# Sets How the Action Space is defined:
# "NODE"
# "ACL"
# "ANY" node and acl actions
action_type: ANY
# Number of episodes to run per session
num_episodes: 3
# Number of time_steps per episode
num_steps: 20
# Time delay between steps (for generic agents)
time_delay: 1
# Type of session to be run (TRAINING or EVALUATION)
session_type: TRAINING
# Determine whether to load an agent from file
load_agent: False
# File path and file name of agent if you're loading one in
agent_load_file: C:\[Path]\[agent_saved_filename.zip]
# Environment config values
# The high value for the observation space
observation_space_high_value: 1000000000
# Reward values
# Generic
all_ok: 0
# Node Operating State
off_should_be_on: -10
off_should_be_resetting: -5
on_should_be_off: -2
on_should_be_resetting: -5
resetting_should_be_on: -5
resetting_should_be_off: -2
resetting: -3
# Node O/S or Service State
good_should_be_patching: 2
good_should_be_compromised: 5
good_should_be_overwhelmed: 5
patching_should_be_good: -5
patching_should_be_compromised: 2
patching_should_be_overwhelmed: 2
patching: -3
compromised_should_be_good: -20
compromised_should_be_patching: -20
compromised_should_be_overwhelmed: -20
compromised: -20
overwhelmed_should_be_good: -20
overwhelmed_should_be_patching: -20
overwhelmed_should_be_compromised: -20
overwhelmed: -20
# Node File System State
good_should_be_repairing: 2
good_should_be_restoring: 2
good_should_be_corrupt: 5
good_should_be_destroyed: 10
repairing_should_be_good: -5
repairing_should_be_restoring: 2
repairing_should_be_corrupt: 2
repairing_should_be_destroyed: 0
repairing: -3
restoring_should_be_good: -10
restoring_should_be_repairing: -2
restoring_should_be_corrupt: 1
restoring_should_be_destroyed: 2
restoring: -6
corrupt_should_be_good: -10
corrupt_should_be_repairing: -10
corrupt_should_be_restoring: -10
corrupt_should_be_destroyed: 2
corrupt: -10
destroyed_should_be_good: -20
destroyed_should_be_repairing: -20
destroyed_should_be_restoring: -20
destroyed_should_be_corrupt: -20
destroyed: -20
scanning: -2
# IER status
red_ier_running: -5
green_ier_blocked: -10
# Patching / Reset durations
os_patching_duration: 5 # The time taken to patch the OS
node_reset_duration: 5 # The time taken to reset a node (hardware)
service_patching_duration: 5 # The time taken to patch a service
file_system_repairing_limit: 5 # The time take to repair the file system
file_system_restoring_limit: 5 # The time take to restore the file system
file_system_scanning_limit: 5 # The time taken to scan the file system
# deterministic
deterministic: False
seed: 1

98
tests/config/e2e/ppo_deterministic_seeded_training_config.yaml Normal file
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@@ -0,0 +1,98 @@
# Main Config File
# Generic config values
# Choose one of these (dependent on Agent being trained)
# "STABLE_BASELINES3_PPO"
# "STABLE_BASELINES3_A2C"
# "GENERIC"
agent_identifier: STABLE_BASELINES3_PPO
# Sets How the Action Space is defined:
# "NODE"
# "ACL"
# "ANY" node and acl actions
action_type: ANY
# Number of episodes to run per session
num_episodes: 3
# Number of time_steps per episode
num_steps: 20
# Time delay between steps (for generic agents)
time_delay: 1
# Type of session to be run (TRAINING or EVALUATION)
session_type: TRAINING
# Determine whether to load an agent from file
load_agent: False
# File path and file name of agent if you're loading one in
agent_load_file: C:\[Path]\[agent_saved_filename.zip]
# Environment config values
# The high value for the observation space
observation_space_high_value: 1000000000
# Reward values
# Generic
all_ok: 0
# Node Operating State
off_should_be_on: -10
off_should_be_resetting: -5
on_should_be_off: -2
on_should_be_resetting: -5
resetting_should_be_on: -5
resetting_should_be_off: -2
resetting: -3
# Node O/S or Service State
good_should_be_patching: 2
good_should_be_compromised: 5
good_should_be_overwhelmed: 5
patching_should_be_good: -5
patching_should_be_compromised: 2
patching_should_be_overwhelmed: 2
patching: -3
compromised_should_be_good: -20
compromised_should_be_patching: -20
compromised_should_be_overwhelmed: -20
compromised: -20
overwhelmed_should_be_good: -20
overwhelmed_should_be_patching: -20
overwhelmed_should_be_compromised: -20
overwhelmed: -20
# Node File System State
good_should_be_repairing: 2
good_should_be_restoring: 2
good_should_be_corrupt: 5
good_should_be_destroyed: 10
repairing_should_be_good: -5
repairing_should_be_restoring: 2
repairing_should_be_corrupt: 2
repairing_should_be_destroyed: 0
repairing: -3
restoring_should_be_good: -10
restoring_should_be_repairing: -2
restoring_should_be_corrupt: 1
restoring_should_be_destroyed: 2
restoring: -6
corrupt_should_be_good: -10
corrupt_should_be_repairing: -10
corrupt_should_be_restoring: -10
corrupt_should_be_destroyed: 2
corrupt: -10
destroyed_should_be_good: -20
destroyed_should_be_repairing: -20
destroyed_should_be_restoring: -20
destroyed_should_be_corrupt: -20
destroyed: -20
scanning: -2
# IER status
red_ier_running: -5
green_ier_blocked: -10
# Patching / Reset durations
os_patching_duration: 5 # The time taken to patch the OS
node_reset_duration: 5 # The time taken to reset a node (hardware)
service_patching_duration: 5 # The time taken to patch a service
file_system_repairing_limit: 5 # The time take to repair the file system
file_system_restoring_limit: 5 # The time take to restore the file system
file_system_scanning_limit: 5 # The time taken to scan the file system
# deterministic
deterministic: False
seed: 1

68
tests/conftest.py
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@@ -3,9 +3,12 @@ import tempfile
import time
from datetime import datetime
from pathlib import Path
from typing import Union
from typing import Union, Final
import pandas as pd
from primaite.environment.primaite_env import Primaite
from primaite.main import _get_session_path, _write_session_metadata_file
ACTION_SPACE_NODE_VALUES = 1
ACTION_SPACE_NODE_ACTION_VALUES = 1
@@ -27,7 +30,7 @@ def _get_temp_session_path(session_timestamp: datetime) -> Path:
def _get_primaite_env_from_config(
training_config_path: Union[str, Path], lay_down_config_path: Union[str, Path]
training_config_path: Union[str, Path], lay_down_config_path: Union[str, Path]
):
"""Takes a config path and returns the created instance of Primaite."""
session_timestamp: datetime = datetime.now()
@@ -78,3 +81,64 @@ def run_generic(env, config_values):
# env.reset()
# env.close()
def compare_file_content(output_a_file_path: str, output_b_file_path: str):
"""Function used to check if output of both given files are the same"""
with open(output_a_file_path) as f1:
with open(output_b_file_path) as f2:
f1_content = f1.read()
f2_content = f2.read()
# check that both files are not empty and are matching
if len(f1_content) > 0 and len(f2_content) > 0 and f1_content == f2_content:
# both files have the same content
return True
# both files have different content
print(f"{output_a_file_path} and {output_b_file_path} has different contents")
return False
def compare_transaction_file(output_a_file_path: str, output_b_file_path: str):
"""Function used to check if contents of transaction files are the same"""
# load output a file
data_a = pd.read_csv(output_a_file_path)
# load output b file
data_b = pd.read_csv(output_b_file_path)
# remove the time stamp column
data_a.drop('Timestamp', inplace=True, axis=1)
data_b.drop('Timestamp', inplace=True, axis=1)
# if the comparison is empty, both files are the same i.e. True
return data_a.compare(data_b).empty
class TestSession:
def __init__(
self,
training_config_path,
laydown_config_path
):
self.session_timestamp: Final[datetime] = datetime.now()
self.session_dir = _get_session_path(self.session_timestamp)
self.timestamp_str = self.session_timestamp.strftime("%Y-%m-%d_%H-%M-%S")
self.transaction_list = []
print(f"The output directory for this session is: {self.session_dir}")
self.env = Primaite(
training_config_path=training_config_path,
lay_down_config_path=laydown_config_path,
transaction_list=self.transaction_list,
session_path=self.session_dir,
timestamp_str=self.timestamp_str,
)
print("Writing Session Metadata file...")
_write_session_metadata_file(
session_dir=self.session_dir, uuid="test", session_timestamp=self.session_timestamp, env=self.env
)

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tests/e2e_integration_tests/test_session_repeatability.py Normal file
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import time
from primaite import getLogger
from primaite.config.lay_down_config import data_manipulation_config_path
from primaite.main import run_stable_baselines3_a2c, \
run_stable_baselines3_ppo, run_generic, _update_session_metadata_file, _get_session_path
from primaite.transactions.transactions_to_file import write_transaction_to_file
from tests import TEST_CONFIG_ROOT
from tests.conftest import TestSession, compare_file_content, compare_transaction_file
_LOGGER = getLogger(__name__)
def test_generic_same_results():
"""Runs seeded and deterministic Generic Primaite sessions and checks that the results are the same"""
print("")
print("=======================")
print("Generic test run")
print("=======================")
print("")
# run session 1
session1 = TestSession(
TEST_CONFIG_ROOT / "e2e/generic_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
config_values = session1.env.training_config
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = session1.env.episode_steps
run_generic(
env=session1.env,
config_values=session1.env.training_config
)
_update_session_metadata_file(session_dir=session1.session_dir, env=session1.env)
# run session 2
session2 = TestSession(
TEST_CONFIG_ROOT / "e2e/generic_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
config_values = session2.env.training_config
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = session2.env.episode_steps
run_generic(
env=session2.env,
config_values=session2.env.training_config
)
_update_session_metadata_file(session_dir=session2.session_dir, env=session2.env)
# wait until the csv files have been closed
while (not session1.env.csv_file.closed) or (not session2.env.csv_file.closed):
time.sleep(1)
# check if both outputs are the same
assert compare_file_content(
session1.env.csv_file.name,
session2.env.csv_file.name,
) is True
# deterministic run
deterministic = TestSession(
TEST_CONFIG_ROOT / "e2e/generic_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
deterministic.env.training_config.deterministic = True
run_generic(
env=deterministic.env,
config_values=deterministic.env.training_config
)
_update_session_metadata_file(session_dir=deterministic.session_dir, env=deterministic.env)
# check if both outputs are the same
assert compare_file_content(
deterministic.env.csv_file.name,
TEST_CONFIG_ROOT / "e2e/deterministic_test_outputs/deterministic_generic.csv",
) is True
def test_ppo_same_results():
"""Runs seeded and deterministic PPO Primaite sessions and checks that the results are the same"""
print("")
print("=======================")
print("PPO test run")
print("=======================")
print("")
training_session = TestSession(
TEST_CONFIG_ROOT / "e2e/ppo_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Train agent
training_session.env.training_config.session_type = "TRAINING"
config_values = training_session.env.training_config
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = training_session.env.episode_steps
run_stable_baselines3_ppo(
env=training_session.env,
config_values=config_values,
session_path=training_session.session_dir,
timestamp_str=training_session.timestamp_str,
)
write_transaction_to_file(
transaction_list=training_session.transaction_list,
session_path=training_session.session_dir,
timestamp_str=training_session.timestamp_str,
)
_update_session_metadata_file(session_dir=training_session.session_dir, env=training_session.env)
# Evaluate Agent again
eval_session1 = TestSession(
TEST_CONFIG_ROOT / "e2e/ppo_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = eval_session1.env.episode_steps
eval_session1.env.training_config.session_type = "EVALUATE"
# load the agent that was trained previously
eval_session1.env.training_config.load_agent = True
eval_session1.env.training_config.agent_load_file = _get_session_path(training_session.session_timestamp) / f"agent_saved_{training_session.timestamp_str}.zip"
config_values = eval_session1.env.training_config
run_stable_baselines3_ppo(
env=eval_session1.env,
config_values=config_values,
session_path=eval_session1.session_dir,
timestamp_str=eval_session1.timestamp_str,
)
write_transaction_to_file(
transaction_list=eval_session1.transaction_list,
session_path=eval_session1.session_dir,
timestamp_str=eval_session1.timestamp_str,
)
_update_session_metadata_file(session_dir=eval_session1.session_dir, env=eval_session1.env)
eval_session2 = TestSession(
TEST_CONFIG_ROOT / "e2e/ppo_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = eval_session2.env.episode_steps
eval_session2.env.training_config.session_type = "EVALUATE"
# load the agent that was trained previously
eval_session2.env.training_config.load_agent = True
eval_session2.env.training_config.agent_load_file = _get_session_path(
training_session.session_timestamp) / f"agent_saved_{training_session.timestamp_str}.zip"
config_values = eval_session2.env.training_config
run_stable_baselines3_ppo(
env=eval_session2.env,
config_values=config_values,
session_path=eval_session2.session_dir,
timestamp_str=eval_session2.timestamp_str,
)
write_transaction_to_file(
transaction_list=eval_session2.transaction_list,
session_path=eval_session2.session_dir,
timestamp_str=eval_session2.timestamp_str,
)
_update_session_metadata_file(session_dir=eval_session2.session_dir, env=eval_session2.env)
# check if both eval outputs are the same
assert compare_transaction_file(
eval_session1.session_dir / f"all_transactions_{eval_session1.timestamp_str}.csv",
eval_session2.session_dir / f"all_transactions_{eval_session2.timestamp_str}.csv",
) is True
# deterministic run
deterministic = TestSession(
TEST_CONFIG_ROOT / "e2e/ppo_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
deterministic.env.training_config.deterministic = True
run_stable_baselines3_ppo(
env=deterministic.env,
config_values=config_values,
session_path=deterministic.session_dir,
timestamp_str=deterministic.timestamp_str,
)
write_transaction_to_file(
transaction_list=deterministic.transaction_list,
session_path=deterministic.session_dir,
timestamp_str=deterministic.timestamp_str,
)
_update_session_metadata_file(session_dir=deterministic.session_dir, env=deterministic.env)
# check if both outputs are the same
assert compare_transaction_file(
deterministic.session_dir / f"all_transactions_{deterministic.timestamp_str}.csv",
TEST_CONFIG_ROOT / "e2e/deterministic_test_outputs/deterministic_ppo.csv",
) is True
def test_a2c_same_results():
"""Runs seeded and deterministic A2C Primaite sessions and checks that the results are the same"""
print("")
print("=======================")
print("A2C test run")
print("=======================")
print("")
training_session = TestSession(
TEST_CONFIG_ROOT / "e2e/a2c_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Train agent
training_session.env.training_config.session_type = "TRAINING"
config_values = training_session.env.training_config
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = training_session.env.episode_steps
run_stable_baselines3_a2c(
env=training_session.env,
config_values=config_values,
session_path=training_session.session_dir,
timestamp_str=training_session.timestamp_str,
)
write_transaction_to_file(
transaction_list=training_session.transaction_list,
session_path=training_session.session_dir,
timestamp_str=training_session.timestamp_str,
)
_update_session_metadata_file(session_dir=training_session.session_dir, env=training_session.env)
# Evaluate Agent again
eval_session1 = TestSession(
TEST_CONFIG_ROOT / "e2e/a2c_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = eval_session1.env.episode_steps
eval_session1.env.training_config.session_type = "EVALUATE"
# load the agent that was trained previously
eval_session1.env.training_config.load_agent = True
eval_session1.env.training_config.agent_load_file = _get_session_path(
training_session.session_timestamp) / f"agent_saved_{training_session.timestamp_str}.zip"
config_values = eval_session1.env.training_config
run_stable_baselines3_a2c(
env=eval_session1.env,
config_values=config_values,
session_path=eval_session1.session_dir,
timestamp_str=eval_session1.timestamp_str,
)
write_transaction_to_file(
transaction_list=eval_session1.transaction_list,
session_path=eval_session1.session_dir,
timestamp_str=eval_session1.timestamp_str,
)
_update_session_metadata_file(session_dir=eval_session1.session_dir, env=eval_session1.env)
eval_session2 = TestSession(
TEST_CONFIG_ROOT / "e2e/a2c_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
# Get the number of steps (which is stored in the child config file)
config_values.num_steps = eval_session2.env.episode_steps
eval_session2.env.training_config.session_type = "EVALUATE"
# load the agent that was trained previously
eval_session2.env.training_config.load_agent = True
eval_session2.env.training_config.agent_load_file = _get_session_path(
training_session.session_timestamp) / f"agent_saved_{training_session.timestamp_str}.zip"
config_values = eval_session2.env.training_config
run_stable_baselines3_a2c(
env=eval_session2.env,
config_values=config_values,
session_path=eval_session2.session_dir,
timestamp_str=eval_session2.timestamp_str,
)
write_transaction_to_file(
transaction_list=eval_session2.transaction_list,
session_path=eval_session2.session_dir,
timestamp_str=eval_session2.timestamp_str,
)
_update_session_metadata_file(session_dir=eval_session2.session_dir, env=eval_session2.env)
# check if both eval outputs are the same
assert compare_transaction_file(
eval_session1.session_dir / f"all_transactions_{eval_session1.timestamp_str}.csv",
eval_session2.session_dir / f"all_transactions_{eval_session2.timestamp_str}.csv",
) is True
# deterministic run
deterministic = TestSession(
TEST_CONFIG_ROOT / "e2e/a2c_deterministic_seeded_training_config.yaml",
data_manipulation_config_path()
)
deterministic.env.training_config.deterministic = True
run_stable_baselines3_a2c(
env=deterministic.env,
config_values=config_values,
session_path=deterministic.session_dir,
timestamp_str=deterministic.timestamp_str,
)
write_transaction_to_file(
transaction_list=deterministic.transaction_list,
session_path=deterministic.session_dir,
timestamp_str=deterministic.timestamp_str,
)
_update_session_metadata_file(session_dir=deterministic.session_dir, env=deterministic.env)
# check if both outputs are the same
assert compare_transaction_file(
deterministic.session_dir / f"all_transactions_{deterministic.timestamp_str}.csv",
TEST_CONFIG_ROOT / "e2e/deterministic_test_outputs/deterministic_a2c.csv",
) is True