From 26a61cafa9302ecc4eeffa6bf72fc5a0cd8c8ff8 Mon Sep 17 00:00:00 2001 From: alvarobartt Date: Fri, 7 May 2021 10:36:03 +0200 Subject: [PATCH] created scripts/ (will include all the scripts soon) & updated search country filters --- investpy/utils/constant.py | 74 +++++----- scripts/search_filters.ipynb | 263 +++++++++++++++++++++++++++++++++++ 2 files changed, 301 insertions(+), 36 deletions(-) create mode 100644 scripts/search_filters.ipynb diff --git a/investpy/utils/constant.py b/investpy/utils/constant.py index 474f9f6..4eb1a20 100644 --- a/investpy/utils/constant.py +++ b/investpy/utils/constant.py @@ -39,28 +39,27 @@ } FLAG_FILTERS = { - 'Andorra': 'andorra', 'Argentina': 'argentina', 'Australia': 'australia', 'Austria': 'austria', + 'Andorra': 'andorra', 'Argentina': 'argentina', 'Australia': 'australia', 'Austria': 'austria', 'Bahrain': 'bahrain', 'Bangladesh': 'bangladesh', 'Belgium': 'belgium', 'Bermuda': 'bermuda', 'Bosnia': 'bosnia', 'Botswana': 'botswana', 'Brazil': 'brazil', 'Bulgaria': 'bulgaria', 'Canada': 'canada', 'Cayman_Islands': 'cayman islands', 'Chile': 'chile', 'China': 'china', - 'Colombia': 'colombia', 'Costa_Rica': 'costa rica', 'Cote_dIvoire': 'ivory coast', - 'Croatia': 'croatia', 'Cyprus': 'cyprus', 'Czech_Republic': 'czech republic', - 'Denmark': 'denmark', 'Ecuador': 'ecuador', 'Egypt': 'egypt', 'Estonia': 'estonia', - 'Europe': 'euro zone', 'Finland': 'finland', 'France': 'france', 'Germany': 'germany', - 'Gibraltar': 'gibraltar', 'Greece': 'greece', 'Hong_Kong': 'hong kong', 'Hungary': 'hungary', - 'Iceland': 'iceland', 'India': 'india', 'Indonesia': 'indonesia', 'Iraq': 'iraq', - 'Ireland': 'ireland', 'Israel': 'israel', 'Italy': 'italy', 'Jamaica': 'jamaica', - 'Japan': 'japan', 'Jordan': 'jordan', 'Kazakhstan': 'kazakhstan', 'Kenya': 'kenya', - 'Kuwait': 'kuwait', 'Latvia': 'latvia', 'Lebanon': 'lebanon', 'Liechtenstein': 'liechtenstein', - 'Lithuania': 'lithuania', 'Luxembourg': 'luxembourg', 'Malawi': 'malawi', 'Malaysia': 'malaysia', - 'Malta': 'malta', 'Mauritius': 'mauritius', 'Mexico': 'mexico', 'Monaco': 'monaco', - 'Mongolia': 'mongolia', 'Montenegro': 'montenegro', 'Morocco': 'morocco', 'Namibia': 'namibia', - 'Netherlands': 'netherlands', 'New_Zealand': 'new zealand', 'Nigeria': 'nigeria', - 'Norway': 'norway', 'Oman': 'oman', 'Pakistan': 'pakistan', 'Palestine': 'palestine', - 'Peru': 'peru', 'Philippines': 'philippines', 'Poland': 'poland', 'Portugal': 'portugal', - 'Qatar': 'qatar', 'Romania': 'romania', 'Russian_Federation': 'russia', 'Rwanda': 'rwanda', - 'Saudi_Arabia': 'saudi arabia', 'Serbia': 'serbia', 'Singapore': 'singapore', 'Slovakia': 'slovakia', - 'Slovenia': 'slovenia', 'South_Africa': 'south africa', 'South_Korea': 'south korea', + 'Colombia': 'colombia', 'Costa_Rica': 'costa rica', 'Cote_dIvoire': 'ivory coast', 'Croatia': 'croatia', + 'Cyprus': 'cyprus', 'Czech_Republic': 'czech republic', 'Denmark': 'denmark', 'Ecuador': 'ecuador', + 'Egypt': 'egypt', 'Estonia': 'estonia', 'Europe': 'euro zone', 'Finland': 'finland', + 'France': 'france', 'Germany': 'germany', 'Gibraltar': 'gibraltar', 'Greece': 'greece', + 'Hong_Kong': 'hong kong', 'Hungary': 'hungary', 'Iceland': 'iceland', 'India': 'india', + 'Indonesia': 'indonesia', 'Iraq': 'iraq', 'Ireland': 'ireland', 'Israel': 'israel', + 'Italy': 'italy', 'Jamaica': 'jamaica', 'Japan': 'japan', 'Jordan': 'jordan', + 'Kazakhstan': 'kazakhstan', 'Kenya': 'kenya', 'Kuwait': 'kuwait', 'Latvia': 'latvia', + 'Lebanon': 'lebanon', 'Liechtenstein': 'liechtenstein', 'Lithuania': 'lithuania', 'Luxembourg': 'luxembourg', + 'Malawi': 'malawi', 'Malaysia': 'malaysia', 'Malta': 'malta', 'Mauritius': 'mauritius', + 'Mexico': 'mexico', 'Monaco': 'monaco', 'Mongolia': 'mongolia', 'Montenegro': 'montenegro', + 'Morocco': 'morocco', 'Namibia': 'namibia', 'Netherlands': 'netherlands', 'New_Zealand': 'new zealand', + 'Nigeria': 'nigeria', 'Norway': 'norway', 'Oman': 'oman', 'Pakistan': 'pakistan', + 'Palestine': 'palestine', 'Peru': 'peru', 'Philippines': 'philippines', 'Poland': 'poland', + 'Portugal': 'portugal', 'Qatar': 'qatar', 'Romania': 'romania', 'Russian_Federation': 'russia', + 'Rwanda': 'rwanda', 'Saudi_Arabia': 'saudi arabia', 'Serbia': 'serbia', 'Singapore': 'singapore', + 'Slovakia': 'slovakia', 'Slovenia': 'slovenia', 'South_Africa': 'south africa', 'South_Korea': 'south korea', 'Spain': 'spain', 'Sri_Lanka': 'sri lanka', 'Sweden': 'sweden', 'Switzerland': 'switzerland', 'Taiwan': 'taiwan', 'Tanzania': 'tanzania', 'Thailand': 'thailand', 'Tunisia': 'tunisia', 'Turkey': 'turkey', 'Uganda': 'uganda', 'Ukraine': 'ukraine', 'Dubai': 'dubai', @@ -75,23 +74,26 @@ 'canada': 'Canada', 'cayman islands': 'Cayman_Islands', 'chile': 'Chile', 'china': 'China', 'colombia': 'Colombia', 'costa rica': 'Costa_Rica', 'ivory coast': 'Cote_dIvoire', 'croatia': 'Croatia', 'cyprus': 'Cyprus', 'czech republic': 'Czech_Republic', 'denmark': 'Denmark', 'ecuador': 'Ecuador', - 'egypt': 'Egypt', 'estonia': 'Estonia', 'euro zone': 'Europe', 'finland': 'Finland', 'france': 'France', - 'germany': 'Germany', 'gibraltar': 'Gibraltar', 'greece': 'Greece', 'hong kong': 'Hong_Kong', - 'hungary': 'Hungary', 'iceland': 'Iceland', 'india': 'India', 'indonesia': 'Indonesia', - 'iraq': 'Iraq', 'ireland': 'Ireland', 'israel': 'Israel', 'italy': 'Italy', 'jamaica': 'Jamaica', - 'japan': 'Japan', 'jordan': 'Jordan', 'kazakhstan': 'Kazakhstan', 'kenya': 'Kenya', 'kuwait': 'Kuwait', - 'latvia': 'Latvia', 'lebanon': 'Lebanon', 'liechtenstein': 'Liechtenstein', 'lithuania': 'Lithuania', - 'luxembourg': 'Luxembourg', 'malawi': 'Malawi', 'mauritius': 'Mauritius', 'mexico': 'Mexico', - 'monaco': 'Monaco', 'mongolia': 'Mongolia', 'montenegro': 'Montenegro', 'morocco': 'Morocco', 'namibia': 'Namibia', - 'netherlands': 'Netherlands', 'new zealand': 'New_Zealand', 'nigeria': 'Nigeria', 'norway': 'Norway', 'oman': 'Oman', - 'pakistan': 'Pakistan', 'palestine': 'Palestine', 'peru': 'Peru', 'philippines': 'Philippines', 'poland': 'Poland', - 'portugal': 'Portugal', 'qatar': 'Qatar', 'romania': 'Romania', 'russia': 'Russian_Federation', 'rwanda': 'Rwanda', - 'saudi arabia': 'Saudi_Arabia', 'serbia': 'Serbia', 'singapore': 'Singapore', 'slovakia': 'Slovakia', 'slovenia': 'Slovenia', - 'south africa': 'South_Africa', 'south korea': 'South_Korea', 'spain': 'Spain', - 'sri lanka': 'Sri_Lanka', 'sweden': 'Sweden', 'switzerland': 'Switzerland', 'taiwan': 'Taiwan', - 'tanzania': 'Tanzania', 'thailand': 'Thailand', 'tunisia': 'Tunisia', 'turkey': 'Turkey', 'uganda': 'Uganda', - 'ukraine': 'Ukraine', 'dubai': 'Dubai', 'united kingdom': 'UK', 'united states': 'USA', 'venezuela': 'Venezuela', - 'vietnam': 'Vietnam', 'zambia': 'Zambia', 'zimbabwe': 'Zimbabwe' + 'egypt': 'Egypt', 'estonia': 'Estonia', 'euro zone': 'Europe', 'finland': 'Finland', + 'france': 'France', 'germany': 'Germany', 'gibraltar': 'Gibraltar', 'greece': 'Greece', + 'hong kong': 'Hong_Kong', 'hungary': 'Hungary', 'iceland': 'Iceland', 'india': 'India', + 'indonesia': 'Indonesia', 'iraq': 'Iraq', 'ireland': 'Ireland', 'israel': 'Israel', + 'italy': 'Italy', 'jamaica': 'Jamaica', 'japan': 'Japan', 'jordan': 'Jordan', + 'kazakhstan': 'Kazakhstan', 'kenya': 'Kenya', 'kuwait': 'Kuwait', 'latvia': 'Latvia', + 'lebanon': 'Lebanon', 'liechtenstein': 'Liechtenstein', 'lithuania': 'Lithuania', 'luxembourg': 'Luxembourg', + 'malawi': 'Malawi', 'malaysia': 'Malaysia', 'malta': 'Malta', 'mauritius': 'Mauritius', + 'mexico': 'Mexico', 'monaco': 'Monaco', 'mongolia': 'Mongolia', 'montenegro': 'Montenegro', + 'morocco': 'Morocco', 'namibia': 'Namibia', 'netherlands': 'Netherlands', 'new zealand': 'New_Zealand', + 'nigeria': 'Nigeria', 'norway': 'Norway', 'oman': 'Oman', 'pakistan': 'Pakistan', + 'palestine': 'Palestine', 'peru': 'Peru', 'philippines': 'Philippines', 'poland': 'Poland', + 'portugal': 'Portugal', 'qatar': 'Qatar', 'romania': 'Romania', 'russia': 'Russian_Federation', + 'rwanda': 'Rwanda', 'saudi arabia': 'Saudi_Arabia', 'serbia': 'Serbia', 'singapore': 'Singapore', + 'slovakia': 'Slovakia', 'slovenia': 'Slovenia', 'south africa': 'South_Africa', 'south korea': 'South_Korea', + 'spain': 'Spain', 'sri lanka': 'Sri_Lanka', 'sweden': 'Sweden', 'switzerland': 'Switzerland', + 'taiwan': 'Taiwan', 'tanzania': 'Tanzania', 'thailand': 'Thailand', 'tunisia': 'Tunisia', + 'turkey': 'Turkey', 'uganda': 'Uganda', 'ukraine': 'Ukraine', 'dubai': 'Dubai', + 'united kingdom': 'UK', 'united states': 'USA', 'venezuela': 'Venezuela', 'vietnam': 'Vietnam', + 'zambia': 'Zambia', 'zimbabwe': 'Zimbabwe' } CATEGORY_FILTERS = { diff --git a/scripts/search_filters.ipynb b/scripts/search_filters.ipynb new file mode 100644 index 0000000..35644b1 --- /dev/null +++ b/scripts/search_filters.ipynb @@ -0,0 +1,263 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 103, + "id": "ec54efbc-7c6b-44a7-90af-dc5a4003ced2", + "metadata": {}, + "outputs": [], + "source": [ + "from investpy.utils.extra import random_user_agent" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "id": "ff8a0400-0322-475b-b5d5-a3186aa0831c", + "metadata": {}, + "outputs": [], + "source": [ + "params = {\n", + " 'search_text': \"apple\",\n", + " 'tab': 'quotes',\n", + " 'isFilter': True,\n", + " 'limit': 1,\n", + " 'offset': 0\n", + "}\n", + "\n", + "headers = {\n", + " \"User-Agent\": random_user_agent(),\n", + " \"X-Requested-With\": \"XMLHttpRequest\",\n", + " \"Accept\": \"text/html\",\n", + " \"Accept-Encoding\": \"gzip, deflate\",\n", + " \"Connection\": \"keep-alive\",\n", + "}\n", + "\n", + "url = 'https://www.investing.com/search/service/SearchInnerPage'" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "6978b497-6ad8-44cc-ad88-c878f4120644", + "metadata": {}, + "outputs": [], + "source": [ + "import requests" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "id": "eb4618a8-0052-4bf4-8ab0-12271e889910", + "metadata": {}, + "outputs": [], + "source": [ + "req = requests.post(url, headers=headers, data=params)" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "id": "34cf663f-f1fe-49d1-ab2b-9fe3602bd2aa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "200" + ] + }, + "execution_count": 107, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "req.status_code" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "id": "e89e8b74-3c2f-4391-b44e-20e80c13c483", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 116, + "id": "bc950779-b0b6-4b5a-b090-dc78ccd52cf3", + "metadata": {}, + "outputs": [], + "source": [ + "replacements = {\n", + " 'bosnia-herzegovina': 'bosnia',\n", + " \"cote d'ivoire\": 'ivory coast',\n", + " 'palestinian territory': 'palestine',\n", + " 'united arab emirates': 'dubai'\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "56d032f5-434e-480b-a19c-8c8beca280c4", + "metadata": {}, + "outputs": [], + "source": [ + "country2flag = dict()\n", + "flag2country = dict()\n", + "\n", + "for country in req.json()['filters']['country']:\n", + " if country['country_ID'] == -1: continue\n", + " country_name = country['country_name_translated'].lower()\n", + " if country_name in replacements: country_name = replacements[country_name]\n", + " country2flag[country_name] = country['flag']\n", + " flag2country[country['flag']] = country_name" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "id": "3b9bf68d-7c06-4521-9782-761ee9464bfb", + "metadata": {}, + "outputs": [], + "source": [ + "n_steps = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "id": "0b6bf7e4-6abe-419b-89b7-9b5095767068", + "metadata": {}, + "outputs": [], + "source": [ + "country2flag = list(country2flag.items())" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "4a389f2f-84d0-4ed8-8328-dfe6e6729ffd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'andorra': 'Andorra', 'argentina': 'Argentina', 'australia': 'Australia', 'austria': 'Austria', \n", + "'bahrain': 'Bahrain', 'bangladesh': 'Bangladesh', 'belgium': 'Belgium', 'bermuda': 'Bermuda', \n", + "'bosnia': 'Bosnia', 'botswana': 'Botswana', 'brazil': 'Brazil', 'bulgaria': 'Bulgaria', \n", + "'canada': 'Canada', 'cayman islands': 'Cayman_Islands', 'chile': 'Chile', 'china': 'China', \n", + "'colombia': 'Colombia', 'costa rica': 'Costa_Rica', 'ivory coast': 'Cote_dIvoire', 'croatia': 'Croatia', \n", + "'cyprus': 'Cyprus', 'czech republic': 'Czech_Republic', 'denmark': 'Denmark', 'ecuador': 'Ecuador', \n", + "'egypt': 'Egypt', 'estonia': 'Estonia', 'euro zone': 'Europe', 'finland': 'Finland', \n", + "'france': 'France', 'germany': 'Germany', 'gibraltar': 'Gibraltar', 'greece': 'Greece', \n", + "'hong kong': 'Hong_Kong', 'hungary': 'Hungary', 'iceland': 'Iceland', 'india': 'India', \n", + "'indonesia': 'Indonesia', 'iraq': 'Iraq', 'ireland': 'Ireland', 'israel': 'Israel', \n", + "'italy': 'Italy', 'jamaica': 'Jamaica', 'japan': 'Japan', 'jordan': 'Jordan', \n", + "'kazakhstan': 'Kazakhstan', 'kenya': 'Kenya', 'kuwait': 'Kuwait', 'latvia': 'Latvia', \n", + "'lebanon': 'Lebanon', 'liechtenstein': 'Liechtenstein', 'lithuania': 'Lithuania', 'luxembourg': 'Luxembourg', \n", + "'malawi': 'Malawi', 'malaysia': 'Malaysia', 'malta': 'Malta', 'mauritius': 'Mauritius', \n", + "'mexico': 'Mexico', 'monaco': 'Monaco', 'mongolia': 'Mongolia', 'montenegro': 'Montenegro', \n", + "'morocco': 'Morocco', 'namibia': 'Namibia', 'netherlands': 'Netherlands', 'new zealand': 'New_Zealand', \n", + "'nigeria': 'Nigeria', 'norway': 'Norway', 'oman': 'Oman', 'pakistan': 'Pakistan', \n", + "'palestine': 'Palestine', 'peru': 'Peru', 'philippines': 'Philippines', 'poland': 'Poland', \n", + "'portugal': 'Portugal', 'qatar': 'Qatar', 'romania': 'Romania', 'russia': 'Russian_Federation', \n", + "'rwanda': 'Rwanda', 'saudi arabia': 'Saudi_Arabia', 'serbia': 'Serbia', 'singapore': 'Singapore', \n", + "'slovakia': 'Slovakia', 'slovenia': 'Slovenia', 'south africa': 'South_Africa', 'south korea': 'South_Korea', \n", + "'spain': 'Spain', 'sri lanka': 'Sri_Lanka', 'sweden': 'Sweden', 'switzerland': 'Switzerland', \n", + "'taiwan': 'Taiwan', 'tanzania': 'Tanzania', 'thailand': 'Thailand', 'tunisia': 'Tunisia', \n", + "'turkey': 'Turkey', 'uganda': 'Uganda', 'ukraine': 'Ukraine', 'united arab emirates': 'Dubai', \n", + "'united kingdom': 'UK', 'united states': 'USA', 'venezuela': 'Venezuela', 'vietnam': 'Vietnam', \n", + "'zambia': 'Zambia', 'zimbabwe': 'Zimbabwe', \n" + ] + } + ], + "source": [ + "for idx in range(0, len(country2flag), n_steps):\n", + " print(', '.join([f\"'{k}': '{v}'\" for k, v in country2flag[idx:idx+n_steps]]) + ', ')" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "1d0bfd67-7b80-4a56-91eb-9fcf97b2c393", + "metadata": {}, + "outputs": [], + "source": [ + "flag2country = list(flag2country.items())" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "f90c2d27-3fff-4e61-bee2-fe6eeb5311a9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'Andorra': 'andorra', 'Argentina': 'argentina', 'Australia': 'australia', 'Austria': 'austria', \n", + "'Bahrain': 'bahrain', 'Bangladesh': 'bangladesh', 'Belgium': 'belgium', 'Bermuda': 'bermuda', \n", + "'Bosnia': 'bosnia', 'Botswana': 'botswana', 'Brazil': 'brazil', 'Bulgaria': 'bulgaria', \n", + "'Canada': 'canada', 'Cayman_Islands': 'cayman islands', 'Chile': 'chile', 'China': 'china', \n", + "'Colombia': 'colombia', 'Costa_Rica': 'costa rica', 'Cote_dIvoire': 'ivory coast', 'Croatia': 'croatia', \n", + "'Cyprus': 'cyprus', 'Czech_Republic': 'czech republic', 'Denmark': 'denmark', 'Ecuador': 'ecuador', \n", + "'Egypt': 'egypt', 'Estonia': 'estonia', 'Europe': 'euro zone', 'Finland': 'finland', \n", + "'France': 'france', 'Germany': 'germany', 'Gibraltar': 'gibraltar', 'Greece': 'greece', \n", + "'Hong_Kong': 'hong kong', 'Hungary': 'hungary', 'Iceland': 'iceland', 'India': 'india', \n", + "'Indonesia': 'indonesia', 'Iraq': 'iraq', 'Ireland': 'ireland', 'Israel': 'israel', \n", + "'Italy': 'italy', 'Jamaica': 'jamaica', 'Japan': 'japan', 'Jordan': 'jordan', \n", + "'Kazakhstan': 'kazakhstan', 'Kenya': 'kenya', 'Kuwait': 'kuwait', 'Latvia': 'latvia', \n", + "'Lebanon': 'lebanon', 'Liechtenstein': 'liechtenstein', 'Lithuania': 'lithuania', 'Luxembourg': 'luxembourg', \n", + "'Malawi': 'malawi', 'Malaysia': 'malaysia', 'Malta': 'malta', 'Mauritius': 'mauritius', \n", + "'Mexico': 'mexico', 'Monaco': 'monaco', 'Mongolia': 'mongolia', 'Montenegro': 'montenegro', \n", + "'Morocco': 'morocco', 'Namibia': 'namibia', 'Netherlands': 'netherlands', 'New_Zealand': 'new zealand', \n", + "'Nigeria': 'nigeria', 'Norway': 'norway', 'Oman': 'oman', 'Pakistan': 'pakistan', \n", + "'Palestine': 'palestine', 'Peru': 'peru', 'Philippines': 'philippines', 'Poland': 'poland', \n", + "'Portugal': 'portugal', 'Qatar': 'qatar', 'Romania': 'romania', 'Russian_Federation': 'russia', \n", + "'Rwanda': 'rwanda', 'Saudi_Arabia': 'saudi arabia', 'Serbia': 'serbia', 'Singapore': 'singapore', \n", + "'Slovakia': 'slovakia', 'Slovenia': 'slovenia', 'South_Africa': 'south africa', 'South_Korea': 'south korea', \n", + "'Spain': 'spain', 'Sri_Lanka': 'sri lanka', 'Sweden': 'sweden', 'Switzerland': 'switzerland', \n", + "'Taiwan': 'taiwan', 'Tanzania': 'tanzania', 'Thailand': 'thailand', 'Tunisia': 'tunisia', \n", + "'Turkey': 'turkey', 'Uganda': 'uganda', 'Ukraine': 'ukraine', 'Dubai': 'united arab emirates', \n", + "'UK': 'united kingdom', 'USA': 'united states', 'Venezuela': 'venezuela', 'Vietnam': 'vietnam', \n", + "'Zambia': 'zambia', 'Zimbabwe': 'zimbabwe', \n" + ] + } + ], + "source": [ + "for idx in range(0, len(flag2country), n_steps):\n", + " print(', '.join([f\"'{k}': '{v}'\" for k, v in flag2country[idx:idx+n_steps]]) + ', ')" + ] + } + ], + "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": "3.6.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}