mirror of
https://github.com/norandom/log2ml.git
synced 2024-12-04 22:53:44 +00:00
adding GitHub data release manager prototype
This commit is contained in:
Marius Ciepluch
parent
8cea2d2eb5
commit
e38d2ab4c8
368
GitHub-Release-and-Secrets.ipynb
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368
GitHub-Release-and-Secrets.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "ebb1428f6428646",
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"metadata": {},
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"outputs": [],
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"source": [
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"%pip install pandas\n"
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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": 7,
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"id": "b8b55c9e96c43bc3",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-05-07T11:57:54.752360Z",
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"start_time": "2024-05-07T11:57:51.973091Z"
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}
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},
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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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"Requirement already satisfied: python-dotenv in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (1.0.1)\r\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}
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],
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"source": [
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"%pip install python-dotenv"
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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": 53,
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"id": "b68da291930fbf4",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-05-07T16:43:17.166579Z",
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"start_time": "2024-05-07T16:43:12.783177Z"
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}
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},
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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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"Collecting PyGithub\r\n",
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" Downloading PyGithub-2.3.0-py3-none-any.whl.metadata (3.8 kB)\r\n",
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"Collecting pynacl>=1.4.0 (from PyGithub)\r\n",
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" Using cached PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl.metadata (8.6 kB)\r\n",
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"Requirement already satisfied: requests>=2.14.0 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from PyGithub) (2.31.0)\r\n",
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"Collecting pyjwt>=2.4.0 (from pyjwt[crypto]>=2.4.0->PyGithub)\r\n",
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" Downloading PyJWT-2.8.0-py3-none-any.whl.metadata (4.2 kB)\r\n",
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"Requirement already satisfied: typing-extensions>=4.0.0 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from PyGithub) (4.10.0)\r\n",
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"Requirement already satisfied: urllib3>=1.26.0 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from PyGithub) (2.2.1)\r\n",
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"Requirement already satisfied: Deprecated in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from PyGithub) (1.2.14)\r\n",
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"Requirement already satisfied: cryptography>=3.4.0 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from pyjwt[crypto]>=2.4.0->PyGithub) (42.0.5)\r\n",
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"Requirement already satisfied: cffi>=1.4.1 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from pynacl>=1.4.0->PyGithub) (1.16.0)\r\n",
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"Requirement already satisfied: charset-normalizer<4,>=2 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from requests>=2.14.0->PyGithub) (3.3.2)\r\n",
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"Requirement already satisfied: idna<4,>=2.5 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from requests>=2.14.0->PyGithub) (3.6)\r\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from requests>=2.14.0->PyGithub) (2024.2.2)\r\n",
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"Requirement already satisfied: wrapt<2,>=1.10 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from Deprecated->PyGithub) (1.16.0)\r\n",
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"Requirement already satisfied: pycparser in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from cffi>=1.4.1->pynacl>=1.4.0->PyGithub) (2.21)\r\n",
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"Downloading PyGithub-2.3.0-py3-none-any.whl (354 kB)\r\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m354.4/354.4 kB\u001b[0m \u001b[31m3.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:00:01\u001b[0m\r\n",
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"\u001b[?25hDownloading PyJWT-2.8.0-py3-none-any.whl (22 kB)\r\n",
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"Downloading PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl (856 kB)\r\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m856.7/856.7 kB\u001b[0m \u001b[31m11.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m\r\n",
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"\u001b[?25hInstalling collected packages: pyjwt, pynacl, PyGithub\r\n",
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"Successfully installed PyGithub-2.3.0 pyjwt-2.8.0 pynacl-1.5.0\r\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}
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],
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"source": [
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"%pip install PyGithub\n"
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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": 2,
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"id": "68cdc5d497e208e3",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-05-11T16:18:46.000392Z",
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"start_time": "2024-05-11T16:18:45.992401Z"
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}
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},
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"outputs": [],
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"source": [
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"from dotenv import load_dotenv\n",
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"import os\n",
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"\n",
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"load_dotenv(\"thesis_env_ro\", verbose=True) # take environment variables from the file\n",
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"token = os.getenv('GITHUB_PERSONAL_ACCESS_TOKEN')"
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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": 7,
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"id": "1069e0bfa4686f67",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2024-05-11T16:23:55.511058Z",
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"start_time": "2024-05-11T16:23:23.511924Z"
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}
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},
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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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"https://api.github.com/repos/norandom/log2ml/releases/assets/166259205\n"
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]
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},
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{
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"data": {
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"application/vnd.jupyter.widget-view+json": {
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"model_id": "7d46bf8efe9e4e0591950e029c353573",
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"version_major": 2,
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"version_minor": 0
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},
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"text/plain": [
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" 0%| | 0.00/1.90G [00:00<?, ?iB/s]"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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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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"File downloaded successfully and saved as lab_logs_normal_activity_may_11_2024.csv\n"
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]
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}
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],
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"source": [
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"from github import Github\n",
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"import requests\n",
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"from tqdm.notebook import tqdm\n",
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"\n",
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"\n",
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"def get_specific_file_from_tagged_release(token, repo_name, tag_name, filename):\n",
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" g = Github(token)\n",
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" repo = g.get_repo(repo_name)\n",
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" releases = repo.get_releases()\n",
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"\n",
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" for release in releases:\n",
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" if release.tag_name == tag_name:\n",
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" for asset in release.get_assets():\n",
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" if asset.name == filename:\n",
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" return asset.url\n",
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" print(\"File not found. Try get_specific_file_from_latest_release() instead.\")\n",
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" return None\n",
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"\n",
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"def get_specific_file_from_latest_release(token, repo_name, filename):\n",
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" g = Github(token)\n",
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" repo = g.get_repo(repo_name)\n",
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" release = repo.get_latest_release()\n",
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"\n",
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" for asset in release.get_assets():\n",
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" if asset.name == filename:\n",
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" return asset.url # Use asset.url which points to API URL needing headers\n",
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"\n",
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"def download_file(url, token, save_path):\n",
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" headers = {'Authorization': f'token {token}', 'Accept': 'application/octet-stream'}\n",
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" # First request to handle GitHub's redirection and authentication properly\n",
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" with requests.get(url, headers=headers, stream=True) as initial_response:\n",
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" initial_response.raise_for_status() # Ensure the initial request is successful\n",
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" # Follow redirection if necessary, maintaining headers\n",
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" if initial_response.history:\n",
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" url = initial_response.url # Updated URL after redirection\n",
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"\n",
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" # Now, proceed with downloading the file\n",
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" with requests.get(url, headers=headers, stream=True) as response:\n",
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" response.raise_for_status()\n",
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" total_size_in_bytes = int(response.headers.get('content-length', 0))\n",
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" block_size = 1024\n",
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" \n",
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" progress_bar = tqdm(total=total_size_in_bytes, unit='iB', unit_scale=True)\n",
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" with open(save_path, 'wb') as file:\n",
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" for data in response.iter_content(block_size):\n",
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" progress_bar.update(len(data))\n",
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" file.write(data)\n",
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" progress_bar.close()\n",
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"\n",
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" if total_size_in_bytes != 0 and progress_bar.n != total_size_in_bytes:\n",
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" print(\"ERROR, something went wrong\")\n",
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" else:\n",
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" print(f\"File downloaded successfully and saved as {save_path}\")\n",
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"\n",
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"# Your GitHub token\n",
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"github_token = token\n",
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"\n",
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"# Repository name\n",
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"repository_name = \"norandom/log2ml\"\n",
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"\n",
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"# File name to search for\n",
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"file_name = \"lab_logs_normal_activity_may_6_2024.json\"\n",
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"\n",
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"# Get the download URL of the specific file\n",
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"# download_url = get_specific_file_from_latest_release(github_token, repository_name, file_name)\n",
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"download_url = get_specific_file_from_tagged_release(github_token, repository_name, \"foundations\", file_name)\n",
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"print(download_url)\n",
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"\n",
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"if download_url:\n",
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" local_file_path = \"lab_logs_normal_activity_may_11_2024.csv\"\n",
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" download_file(download_url, github_token, local_file_path)\n",
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"else:\n",
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" print(\"File not found.\")\n"
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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": 9,
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"id": "393703bd6e7a693f",
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"metadata": {
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"ExecuteTime": {
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||||
"end_time": "2024-05-12T07:36:38.888903Z",
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"start_time": "2024-05-12T07:36:38.468176Z"
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}
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},
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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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"0 lab_logs_normal_activity_may_11_2024.csv\r\n"
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]
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}
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],
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"source": [
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"!wc -l lab_logs_normal_activity_may_11_2024.csv"
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]
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},
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{
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"cell_type": "markdown",
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"id": "6b35fdc991ccea39",
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"metadata": {},
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"source": [
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"## Flattening"
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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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"id": "a293810e0531690c",
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"metadata": {
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"ExecuteTime": {
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"start_time": "2024-05-11T15:26:15.019788Z"
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},
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"jupyter": {
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"is_executing": true
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}
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},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import json\n",
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"\n",
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"# Process each line of the JSON file\n",
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"with open('lab_logs_normal_activity_may_11_2024.json', 'r') as file:\n",
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" for line in file:\n",
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" # Normalize the JSON object from the line\n",
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" data = json.loads(line)\n",
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" temp_df = pd.json_normalize(data)\n",
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"\n",
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" # Append the DataFrame to a growing CSV file\n",
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" temp_df.to_csv('lab_logs_normal_activity_may_11_2024_flat.csv', mode='a', header=False, index=False)"
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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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"id": "771af611ba60a456",
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"metadata": {
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"jupyter": {
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"is_executing": true
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}
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},
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"outputs": [],
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"source": [
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"flattened_df.head(10)"
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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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"id": "a4f782c59bb52c3f",
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"metadata": {},
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"outputs": [],
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"source": [
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"# Save the DataFrame to a CSV file\n",
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"df.to_csv('lab_logs_normal_activity_may_6_2024.csv', index=False)\n",
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"\n"
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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": 3,
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"id": "803d4a7af2927bc8",
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"metadata": {
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"ExecuteTime": {
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||||
"end_time": "2024-05-07T11:43:06.171446Z",
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"start_time": "2024-05-07T11:42:52.776821Z"
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}
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},
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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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"Collecting pandas\r\n",
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" Downloading pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (19 kB)\r\n",
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"Requirement already satisfied: numpy>=1.23.2 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from pandas) (1.26.4)\r\n",
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"Requirement already satisfied: python-dateutil>=2.8.2 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from pandas) (2.9.0)\r\n",
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"Requirement already satisfied: pytz>=2020.1 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from pandas) (2024.1)\r\n",
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"Collecting tzdata>=2022.7 (from pandas)\r\n",
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" Using cached tzdata-2024.1-py2.py3-none-any.whl.metadata (1.4 kB)\r\n",
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"Requirement already satisfied: six>=1.5 in /home/marius/miniconda3/envs/llm_langchain/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\r\n",
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"Downloading pandas-2.2.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.0 MB)\r\n",
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"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m13.0/13.0 MB\u001b[0m \u001b[31m26.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:00:01\u001b[0m00:01\u001b[0m\r\n",
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"\u001b[?25hUsing cached tzdata-2024.1-py2.py3-none-any.whl (345 kB)\r\n",
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"Installing collected packages: tzdata, pandas\r\n",
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"Successfully installed pandas-2.2.2 tzdata-2024.1\r\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}
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],
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"source": []
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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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"id": "4dda90a02f3fb809",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
"name": "ipython",
|
||||
"version": 2
|
||||
},
|
||||
"file_extension": ".py",
|
||||
"mimetype": "text/x-python",
|
||||
"name": "python",
|
||||
"nbconvert_exporter": "python",
|
||||
"pygments_lexer": "ipython2",
|
||||
"version": "2.7.6"
|
||||
}
|
||||
},
|
||||
"nbformat": 4,
|
||||
"nbformat_minor": 5
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user