forked from AITech/aitech-ium
Lab. 10
This commit is contained in:
Paweł Skórzewski
parent
5b43dbaa14
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734072a4ba
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IUM_10.DVC.ipynb
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IUM_10.DVC.ipynb
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" - śledzenie, porównywanie metryk i parametrów\n",
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"- ściśle zintegowany z gitem\n",
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"- działa niezależnie od używanego języka/bibliotek i systemu operacyjnego\n",
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"- 5-minutowe wprowadzenie: https://www.youtube.com/watch?v=UbL7VUpv1Bs&t=197s"
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"- 5-minutowe wprowadzenie: https://www.youtube.com/watch?v=UbL7VUpv1Bs"
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]
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},
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{
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"source": [
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"## Instalacja i inicjalizacja\n",
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" - https://dvc.org/doc/install\n",
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" - ```pip(x) install dvc``` albo:\n",
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" - ```pip install dvc```\n",
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" - ```pipx install dvc```\n",
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" - ```conda install dvc```"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 1,
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"id": "054c7a11",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m50.9/50.9 KB\u001b[0m \u001b[31m7.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hRequirement already satisfied: PyYAML>=5.1.0 in ./venv/lib/python3.10/site-packages (from omegaconf->dvc) (6.0.1)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in ./venv/lib/python3.10/site-packages (from requests>=2.22->dvc) (2024.2.2)\n",
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"Requirement already satisfied: charset-normalizer<4,>=2 in ./venv/lib/python3.10/site-packages (from requests>=2.22->dvc) (3.3.2)\n",
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"Requirement already satisfied: urllib3<3,>=1.21.1 in ./venv/lib/python3.10/site-packages (from requests>=2.22->dvc) (2.2.1)\n",
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"Requirement already satisfied: idna<4,>=2.5 in ./venv/lib/python3.10/site-packages (from requests>=2.22->dvc) (3.6)\n",
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"Collecting markdown-it-py>=2.2.0\n",
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" Downloading markdown_it_py-3.0.0-py3-none-any.whl (87 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m87.5/87.5 KB\u001b[0m \u001b[31m5.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hRequirement already satisfied: pygments<3.0.0,>=2.13.0 in ./venv/lib/python3.10/site-packages (from rich>=12->dvc) (2.17.2)\n",
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"Collecting ruamel.yaml.clib>=0.2.7\n",
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" Downloading ruamel.yaml.clib-0.2.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (526 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m526.7/526.7 KB\u001b[0m \u001b[31m8.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
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"\u001b[?25hCollecting pygit2>=1.14.0\n",
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" Downloading pygit2-1.15.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (5.1 MB)\n",
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"\u001b[?25hCollecting asyncssh<3,>=2.13.1\n",
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" Downloading asyncssh-2.14.2-py3-none-any.whl (352 kB)\n",
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"\u001b[?25hRequirement already satisfied: gitpython>3 in ./venv/lib/python3.10/site-packages (from scmrepo<4,>=3.3.2->dvc) (3.1.43)\n",
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"Requirement already satisfied: setuptools in ./venv/lib/python3.10/site-packages (from zc.lockfile>=1.2.1->dvc) (59.6.0)\n",
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"Collecting aiohttp\n",
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" Downloading aiohttp-3.9.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.2 MB)\n",
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"\u001b[?25hRequirement already satisfied: typing-extensions>=3.6 in ./venv/lib/python3.10/site-packages (from asyncssh<3,>=2.13.1->scmrepo<4,>=3.3.2->dvc) (4.11.0)\n",
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"Collecting cryptography>=39.0\n",
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" Downloading cryptography-42.0.7-cp39-abi3-manylinux_2_28_x86_64.whl (3.8 MB)\n",
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"\u001b[?25hRequirement already satisfied: prompt-toolkit>=3.0.36 in ./venv/lib/python3.10/site-packages (from click-repl>=0.2.0->celery->dvc) (3.0.43)\n",
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"Requirement already satisfied: gitdb<5,>=4.0.1 in ./venv/lib/python3.10/site-packages (from gitpython>3->scmrepo<4,>=3.3.2->dvc) (4.0.11)\n",
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"Collecting mdurl~=0.1\n",
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" Downloading mdurl-0.1.2-py3-none-any.whl (10.0 kB)\n",
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"Collecting pydantic-core==2.18.2\n",
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" Downloading pydantic_core-2.18.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.1 MB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.1/2.1 MB\u001b[0m \u001b[31m7.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
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"\u001b[?25hCollecting annotated-types>=0.4.0\n",
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" Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)\n",
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"Collecting cffi>=1.16.0\n",
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" Using cached cffi-1.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (443 kB)\n",
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"Collecting orjson\n",
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" Downloading orjson-3.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (142 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m142.5/142.5 KB\u001b[0m \u001b[31m5.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hCollecting shellingham>=1.3.0\n",
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" Downloading shellingham-1.5.4-py2.py3-none-any.whl (9.8 kB)\n",
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"Collecting yarl<2.0,>=1.0\n",
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" Using cached yarl-1.9.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (301 kB)\n",
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"Collecting aiosignal>=1.1.2\n",
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" Using cached aiosignal-1.3.1-py3-none-any.whl (7.6 kB)\n",
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"Collecting frozenlist>=1.1.1\n",
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" Using cached frozenlist-1.4.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (239 kB)\n",
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"Collecting multidict<7.0,>=4.5\n",
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" Using cached multidict-6.0.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (124 kB)\n",
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"Collecting async-timeout<5.0,>=4.0\n",
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" Using cached async_timeout-4.0.3-py3-none-any.whl (5.7 kB)\n",
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"Collecting pycparser\n",
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" Downloading pycparser-2.22-py3-none-any.whl (117 kB)\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m117.6/117.6 KB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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"\u001b[?25hRequirement already satisfied: smmap<6,>=3.0.1 in ./venv/lib/python3.10/site-packages (from gitdb<5,>=4.0.1->gitpython>3->scmrepo<4,>=3.3.2->dvc) (5.0.1)\n",
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"Requirement already satisfied: wcwidth in ./venv/lib/python3.10/site-packages (from prompt-toolkit>=3.0.36->click-repl>=0.2.0->celery->dvc) (0.2.13)\n",
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"Using legacy 'setup.py install' for antlr4-python3-runtime, since package 'wheel' is not installed.\n",
|
||||
"Installing collected packages: pygtrie, funcy, dictdiffer, appdirs, antlr4-python3-runtime, zc.lockfile, voluptuous, vine, tomlkit, tabulate, shtab, shortuuid, shellingham, semver, ruamel.yaml.clib, pydot, pydantic-core, pycparser, platformdirs, pathspec, orjson, omegaconf, networkx, multidict, mdurl, grandalf, fsspec, frozenlist, flatten-dict, filelock, dvc-render, dulwich, dpath, distro, diskcache, configobj, click-plugins, click-didyoumean, billiard, attrs, atpublic, async-timeout, annotated-types, yarl, sqltrie, ruamel.yaml, pydantic, markdown-it-py, iterative-telemetry, hydra-core, flufl.lock, dvc-studio-client, dvc-objects, click-repl, cffi, amqp, aiosignal, rich, pygit2, kombu, dvc-data, cryptography, aiohttp, typer, celery, asyncssh, aiohttp-retry, scmrepo, dvc-task, dvc-http, gto, dvc\n",
|
||||
" Running setup.py install for antlr4-python3-runtime ... \u001b[?25ldone\n",
|
||||
"\u001b[?25h Attempting uninstall: platformdirs\n",
|
||||
" Found existing installation: platformdirs 4.2.0\n",
|
||||
" Uninstalling platformdirs-4.2.0:\n",
|
||||
" Successfully uninstalled platformdirs-4.2.0\n",
|
||||
"Successfully installed aiohttp-3.9.5 aiohttp-retry-2.8.3 aiosignal-1.3.1 amqp-5.2.0 annotated-types-0.7.0 antlr4-python3-runtime-4.9.3 appdirs-1.4.4 async-timeout-4.0.3 asyncssh-2.14.2 atpublic-4.1.0 attrs-23.2.0 billiard-4.2.0 celery-5.4.0 cffi-1.16.0 click-didyoumean-0.3.1 click-plugins-1.1.1 click-repl-0.3.0 configobj-5.0.8 cryptography-42.0.7 dictdiffer-0.9.0 diskcache-5.6.3 distro-1.9.0 dpath-2.1.6 dulwich-0.22.1 dvc-3.50.2 dvc-data-3.15.1 dvc-http-2.32.0 dvc-objects-5.1.0 dvc-render-1.0.2 dvc-studio-client-0.20.0 dvc-task-0.4.0 filelock-3.14.0 flatten-dict-0.4.2 flufl.lock-7.1.1 frozenlist-1.4.1 fsspec-2024.5.0 funcy-2.0 grandalf-0.8 gto-1.7.1 hydra-core-1.3.2 iterative-telemetry-0.0.8 kombu-5.3.7 markdown-it-py-3.0.0 mdurl-0.1.2 multidict-6.0.5 networkx-3.3 omegaconf-2.3.0 orjson-3.10.3 pathspec-0.12.1 platformdirs-3.11.0 pycparser-2.22 pydantic-2.7.1 pydantic-core-2.18.2 pydot-2.0.0 pygit2-1.15.0 pygtrie-2.5.0 rich-13.7.1 ruamel.yaml-0.18.6 ruamel.yaml.clib-0.2.8 scmrepo-3.3.5 semver-3.0.2 shellingham-1.5.4 shortuuid-1.0.13 shtab-1.7.1 sqltrie-0.11.0 tabulate-0.9.0 tomlkit-0.12.5 typer-0.12.3 vine-5.1.0 voluptuous-0.14.2 yarl-1.9.4 zc.lockfile-3.0.post1\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"!pip3 install dvc"
|
||||
]
|
||||
@ -1079,7 +1292,7 @@
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
|
||||
"version": "3.9.16"
|
||||
"version": "3.10.12"
|
||||
},
|
||||
"slideshow": {
|
||||
"slide_type": "slide"
|
||||
|
||||
Loading…
Reference in New Issue
Block a user