diff --git a/ASCL language statistics.ipynb b/ASCL language statistics.ipynb new file mode 100644 index 0000000..e6b83ef --- /dev/null +++ b/ASCL language statistics.ipynb @@ -0,0 +1,221 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "#testing out opening a file\n", + "import re\n", + "\n", + "with open('ascl_github_repos') as fp:\n", + " for line in fp:\n", + " match = re.match(\"^.*github.com/(.*)/(.*)$\", line)\n", + " if match:\n", + " author = match.group(1)\n", + " repo = match.group(2)\n", + " #print(\"author: \" + author + \" repo: \" + repo)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "{'C++': 219978, 'Jupyter Notebook': 46397, 'Makefile': 2142}\n", + "\n", + "\n", + "\n", + " Repo Author Language Bytes\n", + "0 Eclairs 0satoken C++ 219978\n", + "1 Eclairs 0satoken Jupyter Notebook 46397\n", + "2 Eclairs 0satoken Makefile 2142\n" + ] + } + ], + "source": [ + "#testing out a GET request to the GitHub API and adding it to a DataFrame\n", + "import requests\n", + "import github_config\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "df = pd.DataFrame(columns=['Repo', 'Author', 'Language', 'Bytes'])\n", + "\n", + "session = requests.Session()\n", + "session.auth = (github_config.username, github_config.password)\n", + "\n", + "http_base = 'https://api.github.com/repos/'\n", + "r = session.get(http_base+'0satoken/Eclairs'+'/languages')\n", + "print(r)\n", + "json = r.json()\n", + "\n", + "print(json)\n", + "\n", + "for key in json:\n", + " df.loc[0 if pd.isnull(df.index.max()) else df.index.max() + 1] = ['Eclairs', '0satoken', key, json[key]]\n", + " \n", + " '''\n", + " df2 = pd.DataFrame({\n", + " 'Repo':'Eclairs',\n", + " 'Author':'0satoken',\n", + " 'Language':i,\n", + " 'Bytes':[json[i]]\n", + " })\n", + " df = df.append(df2)\n", + " '''\n", + "print(\"\\n\\n\")\n", + "print(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Repo Author Language Bytes\n", + "0 Eclairs 0satoken C++ 219978\n", + "1 Eclairs 0satoken Jupyter Notebook 46397\n", + "2 Eclairs 0satoken Makefile 2142\n", + "3 Crab.Toolkit.michi2 1054 Python 1199268\n", + "4 Crab.Toolkit.michi2 1054 Shell 862626\n", + "5 Crab.Toolkit.michi2 1054 Fortran 458353\n", + "6 Crab.Toolkit.michi2 1054 Prolog 173935\n", + "7 Crab.Toolkit.michi2 1054 IDL 107971\n", + "8 Crab.Toolkit.michi2 1054 Makefile 2800\n", + "9 PRISM 1313e Python 910299\n", + "10 PRISM 1313e Jupyter Notebook 78845\n", + "11 PRISM 1313e TeX 6351\n", + "12 exostriker 3fon3fonov Python 5826713\n", + "13 exostriker 3fon3fonov Fortran 1747617\n", + "14 exostriker 3fon3fonov Jupyter Notebook 75609\n", + "15 exostriker 3fon3fonov Assembly 20621\n", + "16 exostriker 3fon3fonov C 6542\n", + "17 exostriker 3fon3fonov Shell 5688\n", + "18 exostriker 3fon3fonov C++ 2253\n", + "19 exostriker 3fon3fonov MATLAB 1752\n", + "20 exostriker 3fon3fonov Pascal 1492\n", + "21 fourpisky-core 4pisky HTML 4890745\n", + "22 fourpisky-core 4pisky Python 203440\n", + "23 fourpisky-core 4pisky Jupyter Notebook 13027\n", + "24 fourpisky-core 4pisky Shell 743\n", + "25 AskaryanModule 918particle C++ 47462\n", + "26 AskaryanModule 918particle MATLAB 14572\n", + "27 AskaryanModule 918particle Gnuplot 4028\n", + "28 AskaryanModule 918particle C 1053\n", + "29 AskaryanModule 918particle M 802\n", + "... ... ... ... ...\n", + "4003 OpenMHD zenitani Gnuplot 694\n", + "4004 OpenMHD zenitani Shell 170\n", + "4005 TAP zgazak IDL 346739\n", + "4006 TAP zgazak Prolog 24400\n", + "4007 pyreaclib zingale Fortran 129292\n", + "4008 pyreaclib zingale Jupyter Notebook 82591\n", + "4009 pyreaclib zingale Python 72679\n", + "4010 pyreaclib zingale Makefile 1248\n", + "4011 dacapo_calibration ziotom78 Python 90488\n", + "4012 dacapo_calibration ziotom78 Fortran 6825\n", + "4013 dacapo_calibration ziotom78 Makefile 5039\n", + "4014 dacapo_calibration ziotom78 TeX 4898\n", + "4015 dacapo_calibration ziotom78 MATLAB 3042\n", + "4016 dacapo_calibration ziotom78 Dockerfile 653\n", + "4017 polycomp ziotom78 Python 116573\n", + "4018 megalib zoglauer GLSL 13138267\n", + "4019 megalib zoglauer C++ 9821809\n", + "4020 megalib zoglauer Shell 438070\n", + "4021 megalib zoglauer Makefile 93092\n", + "4022 megalib zoglauer C 28767\n", + "4023 megalib zoglauer Python 9763\n", + "4024 megalib zoglauer Dockerfile 2306\n", + "4025 megalib zoglauer Objective-C 301\n", + "4026 dst zonca Python 29300\n", + "4027 python-qucs zonca Python 8313\n", + "4028 starpy zooniverse Python 53011\n", + "4029 CausticFrog zpenoyre Python 21851\n", + "4030 CausticFrog zpenoyre Jupyter Notebook 3453\n", + "4031 OoT zpenoyre Jupyter Notebook 68132\n", + "4032 OoT zpenoyre Python 9640\n", + "\n", + "[4033 rows x 4 columns]\n" + ] + } + ], + "source": [ + "#The real deal\n", + "import re\n", + "import requests\n", + "import github_config\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "session = requests.Session()\n", + "session.auth = (github_config.username, github_config.password)\n", + "\n", + "http_base = 'https://api.github.com/repos/'\n", + "\n", + "#placeholder column names\n", + "df = pd.DataFrame(columns=['Repo', 'Author', 'Language', 'Bytes'])\n", + "\n", + "with open('ascl_github_repos') as fp:\n", + " for line in fp:\n", + " #if it matches the github repo URL scheme \n", + " # (weeds out malformed duplicates)\n", + " match = re.match(\"^.*github.com/(.*)/(.*)$\", line)\n", + " if match:\n", + " author = match.group(1)\n", + " repo = match.group(2)\n", + " \n", + " #hit the GitHub API\n", + " r = session.get(http_base+author+'/'+repo+'/languages')\n", + " languages = r.json()\n", + " \n", + " for key in languages:\n", + " #adds each language to the end of the dataframe\n", + " df.loc[0 if pd.isnull(df.index.max()) else df.index.max() + 1] = [repo, author, key, languages[key]]\n", + "\n", + " \n", + "print(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "df.to_csv('languages.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/languages.csv b/languages.csv new file mode 100644 index 0000000..2401f71 --- /dev/null +++ b/languages.csv @@ -0,0 +1,4034 @@ +,Repo,Author,Language,Bytes +0,Eclairs,0satoken,C++,219978 +1,Eclairs,0satoken,Jupyter Notebook,46397 +2,Eclairs,0satoken,Makefile,2142 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