{ "cells": [ { "cell_type": "code", "execution_count": 149, "id": "d47fbe08", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "3500it [00:01, 2000.33it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "453690 videos found\n", "412702 unique\n", "133590.1 hours of data\n", "97284.5 hours of data with clipping\n" ] } ], "source": [ "youtube_ids = set()\n", "tot_n = 0\n", "durations_s = []\n", "with open(\"/data/suno/data/harvest/youtube_lg/videos_by_domain_global.jsonl\") as f:\n", " for l in tqdm.tqdm(f):\n", " if len(l.strip()) == 0:\n", " continue\n", " m = json.loads(l)\n", " if m is None:\n", " continue\n", " domain_str, search_results = m\n", " for search_result in search_results:\n", " if search_result[\"id\"] not in youtube_ids:\n", " youtube_ids.add(search_result[\"id\"])\n", " durations_s.append(_parse_duration(search_result[\"duration\"]))\n", " tot_n += 1\n", "print(tot_n, \"videos found\")\n", "print(len(youtube_ids), \"unique\")\n", "print(round(np.sum(durations_s) / 60 / 60, 1), \"hours of data\")\n", "print(round(np.sum([np.min([3600, d]) for d in durations_s]) / 60 / 60, 1), \"hours of data with clipping\")" ] }, { "cell_type": "code", "execution_count": null, "id": "63665880", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "b6081c2c", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "01254380", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 40, "id": "aad380ce", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "526398 german songs found\n" ] } ], "source": [ "song_paths_de = []\n", "with open(os.path.join(DATA_DIR, \"artist_songs.jsonl\")) as f:\n", " for line in f:\n", " line = line.strip()\n", " if len(line) == 0:\n", " continue\n", " m = json.loads(line)\n", " if m is None or m[\"song_metas\"] is None:\n", " continue\n", " for mm in m[\"song_metas\"]:\n", " if mm[\"language\"] == \"de\" and mm[\"lyrics_state\"] == \"complete\" and not mm[\"instrumental\"]:\n", " song_paths_de.append(mm[\"path\"])\n", "song_paths_de_set = set(song_paths_de)\n", "print(len(song_paths_de), \"german songs found\")\n", "# 526398 german songs found" ] }, { "cell_type": "code", "execution_count": 43, "id": "f1006c98", "metadata": {}, "outputs": [], "source": [ "song_details_de = []\n", "with open(\"/data/suno/data/harvest/genius/song_details.jsonl\") as f:\n", " for line in f:\n", " line = line.strip()\n", " if len(line) == 0:\n", " continue\n", " m = json.loads(line)\n", " if m is None or not m[\"success\"] or m[\"meta\"][\"youtube_url\"] is None:\n", " continue\n", " if m[\"song_slug\"] not in song_paths_de_set:\n", " continue\n", " song_details_de.append(m)\n", "# 73943 german song details found" ] }, { "cell_type": "code", "execution_count": 44, "id": "9edad5dd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "73943 german song details found\n" ] } ], "source": [ "print(len(song_details_de), \"german song details found\")" ] }, { "cell_type": "code", "execution_count": 45, "id": "8b10e0a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'success': True,\n", " 'song_slug': 'Kollegah-lovesong-lyrics',\n", " 'meta': {'title': 'Lovesong',\n", " 'artist': 'Kollegah',\n", " 'lyrics': '[Songtext zu „Lovesong“]\\n\\n[Produced by Jermaine Dupri, Mariah Carey, Manuel Seal]\\n\\n[Intro]\\n[?]\\nJa das ist hier Standard, weio, mutherfucker\\nUnsere Raps gehen unter die Haut\\nBewirken und ficken mit mehr als hunderte Frauen\\nWunder mich kaum, wir sind immer für ein\\' Fick zu haben...\\n[Part 1]\\nDas ist der Lovesong für meine Hoes, egal, ob braun wie Piece oder weiß wie Coke\\nKlein so wie Kylie Minogue oder groß so wie Heidi Klum\\nIhr Lifestyle is\\' so, sie verkaufen ihren Körper damit dieser Motherfucker mit dem Namen Kollegah sich Dinge kaufen kann wie silberne Mercedesse, vergoldete Pistolen oder Villen in Paris für zwei Million\\', yeah\\nSo war und so ist es, nothing but love for my bitches\\nIch bin P-I-M-P, beept mein Handy, kann es sein, dass Scheichs mich call\\'n wegen Business\\nIch vertrau\\' nur meiner Gun an meiner Seite, Kid, ich geh\\' niemals ohne sie raus\\nUnd ich mache mit Coke Bucks, mache mit Dope Bucks, mache mit Hoes Bucks, Bitch, also fick dich\\nDas ist ein romantischer Song, ich hab\\' Hoes an jeder Ecke so wie Guns in der Bronx\\nElegant oder verkommen, Haare lang oder blond oder anders, doch immer mit Schwanz in dem Mund\\nIch trag\\' Silbergeschmeide, Brillies und Seide, Wildlederjacke\\nSilberne Neun-Millimeter-Waffen, ich hab\\' jeden Tag \\'ne neue Hoe wie Bild-Titelseiten\\n\\n[Hook]\\nEy, wozu Majorlabels? Ich verdiene mit Hoes und Crack mein Geld\\nDeutsche Rapper rappen schlecht, denn viele sind homosexuell\\nUnd sie wissen, ich glänze durch bosshaftes Verhalten\\nWenn die Shotgunsalvenechos durch die Vorstadtstraßen hallen\\nEy, wozu Majorlabels? Ich verdiene mit Hoes und Crack mein Geld\\nDeutsche Rapper rappen schlecht, denn viele sind homosexuell\\nUnd sie wissen, ich glänze durch bosshaftes Verhalten\\nWenn die Shotgunsalvenechos durch die Vorstadtstraßen hallen\\n\\n[Part 2]\\nEs ist der real Gee, also was\\nIch komm in deine Street und baller mit der Glock\\nDie Glock und ich das Dreamteam, sieh, du bist ein Fake Gee wie Undercover-Cops\\nIch hab Guns en masse im Handschuhfach vom Benz der von der Farbe zu mei\\'m Anzug passt\\nAlle Bitches sagen zu mir: „Yo Kollegah bitte gib mir die Gelegenheit für dich anzuschaffen“\\nUnd du bist nicht der Rede wert Punk, weil auf deinem Kühler kein Mercedesstern prangt\\nIch nehme die stählerne Gun und bewirke, dass eine Kugel in deinen Schädel gelangt\\nHoes hängen Poster von Kollegah an die Wand ich bin ein motherfucking Superstar und killer wie Cam\\'ron\\nPussyniggas laufen denn die Killer meiner Gang zersieben deinen Body mit \\'ner stählernen Magnum\\nMutterficker, ich zerficke deine Mutter, ficke deine Mutterficker-Gang und gebe keinen fick auf deine Mutter\\nDenn ich bin der Mutterfickerking und ficke Mütter wann ich will und wann es mir passt (äh)\\nUnd die Leute sagen: \"Ey wieso kannst du in einem Lovesong nich\\' mal über Liebe rappen\\nSondern wieder nur über Waffen und Hoes, was ist mit dir los?\"\\nEy, ich habe keine Ahnung, ich weiß nur\\nIch besorg es deiner Mutter wann ich will mir ganz egal wie viele Leute du kennst\\nIch komme mit AK und zersiebe deine ganze Crew mit einer Salve, Motherfucker\\nJeder deiner Freunde zahlt Schutzgeld an mich\\nSieh mich an Kid, ich trage meine Platinkette damit jeder Penner weiß der King is\\' in der Gegend\\nAlso besser geh nach Hause Nigga du musst immer deine Waffe in der Tasche haben wenn du Business machst mit dem Gangsterking',\n", " 'youtube_url': 'http://www.youtube.com/watch?v=tsJuuDqHqUI'}}" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "song_details_de[0]" ] }, { "cell_type": "code", "execution_count": 47, "id": "ce5a1209", "metadata": {}, "outputs": [], "source": [ "!mkdir /data/suno/data/harvest/genius/de_project" ] }, { "cell_type": "code", "execution_count": 48, "id": "1d0a58c7", "metadata": {}, "outputs": [], "source": [ "with open(\"/data/suno/data/harvest/genius/de_project/base_metas.jsonl\", \"w\") as f:\n", " for m in song_details_de:\n", " f.write(json.dumps(m) + \"\\n\")" ] }, { "cell_type": "code", "execution_count": null, "id": "2d93bf80", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f6f50ebd", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "0700e082", "metadata": {}, "source": [ "### get tags" ] }, { "cell_type": "code", "execution_count": 261, "id": "f44766ad", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 73943/73943 [42:42<00:00, 28.85it/s]\n" ] } ], "source": [ "def _unescape(m):\n", " s = m.group()\n", " return s[:-2]\n", "\n", "with open(\"/data/suno/data/harvest/genius/de_project/new_metas.jsonl\", \"w\") as f:\n", " f.write(\"\")\n", "for n, m in tqdm.tqdm(enumerate(base_metas), total=len(base_metas)):\n", " try:\n", " with gzip.open(os.path.join(HTML_DIR, f\"{m['song_slug']}.txt.gz\")) as f:\n", " raw_html = f.read()\n", " if \"deutschsprachiger-rap\" not in str(raw_html):\n", " continue\n", " json_str = re.search(r\"JSON\\.parse\\(\\'(.+?)\\'\\)\\;\", html.unescape(raw_html.decode(\"utf8\"))).group(1)\n", " json_str = json_str.replace(\"\\\\n\", \"
\")\n", " json_str = re.sub(r\"\\\\+\", _unescape, json_str)\n", " parsed_json = json.loads(json_str)\n", " new_meta = {\n", " \"song_slug\": m[\"song_slug\"],\n", " \"meta\": parsed_json,\n", " }\n", " except:\n", " continue\n", " with open(\"/data/suno/data/harvest/genius/de_project/new_metas.jsonl\", \"a\") as f:\n", " f.write(json.dumps(new_meta) + \"\\n\")" ] }, { "cell_type": "code", "execution_count": null, "id": "2419025b", "metadata": {}, "outputs": [], "source": [ "# TODO NEXT: send file to other machine and get all the youtube videos" ] }, { "cell_type": "code", "execution_count": null, "id": "3d7cd647", "metadata": {}, "outputs": [], "source": [ "scp -i ~/.ssh/ec2 new_metas.jsonl georg@18.207.255.230:/data/suno/data/harvest/genius/de_project/" ] }, { "cell_type": "code", "execution_count": null, "id": "6ccd1b22", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c2375cdb", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "cbbbbf96", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f16afc23", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "b9b3bb07", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "caae0980", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c20ddb2f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "49a02cbf", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a41764ea", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "81fad00f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "52c5bcea", "metadata": {}, "source": [ "## Geo Test" ] }, { "cell_type": "code", "execution_count": 151, "id": "0273539e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "93.115.4.242\n", "180.149.6.6\n", "152.39.234.221\n", "116.212.189.181\n", "193.200.105.22\n" ] } ], "source": [ "proxies = {\n", " \"http\": \"http://lum-customer-hl_a8c79c59-zone-rotating-country-us:sx1x95qq6wr0@zproxy.lum-superproxy.io:22225\",\n", " \"https\": \"http://lum-customer-hl_a8c79c59-zone-rotating-country-us:sx1x95qq6wr0@zproxy.lum-superproxy.io:22225\",\n", "}\n", "\n", "for _ in range(5):\n", " url = \"http://ipinfo.io/json\"\n", " r = requests.get(url, proxies=proxies)\n", " data = r.json()\n", " print(data['ip'])\n", " continue\n", " ip_addr = data['ip']\n", " org = data['org']\n", " city = data['city']\n", " country = data['country']\n", " region = data['region']\n", " print(\n", " \"IP : {4} \\nRegion : {1} \\nCountry : {2} \\nCity : {3} \\nOrg : {0}\".format(\n", " org, region, country, city, ip_addr\n", " )\n", " )" ] }, { "cell_type": "code", "execution_count": null, "id": "207cbd05", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a22599bc", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "245a911e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "83e3a877", "metadata": {}, "source": [ "## Speed test" ] }, { "cell_type": "code", "execution_count": 29, "id": "c8b25922", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading downloaded.png\n", "image/png\n", "221.6142578125 Kb\n", "0.049075 Sec\n", "Mon, 10 Oct 2022 06:18:11 GMT\n", "[==================================================] 334071.0 bps" ] } ], "source": [ "import requests\n", "import sys\n", "import time\n", "\n", "\n", "link = \"https://upload.wikimedia.org/wikipedia/commons/4/47/PNG_transparency_demonstration_1.png\"\n", "file_name = \"downloaded.png\"\n", "start = time.time()\n", "response = requests.get(link, stream=True)\n", "with open(file_name, \"wb\") as f:\n", " print(\"Downloading %s\" % file_name)\n", " response = requests.get(link, stream=True, proxies=proxies)\n", " total_length = int(response.headers.get('content-length'))\n", " print(response.headers[\"content-type\"])\n", " print(total_length / 1024, \"Kb\")\n", " print(int(response.headers[\"Age\"]) * (10 ** -6), \"Sec\")\n", " print(response.headers[\"date\"])\n", "\n", " if total_length is None: # no content length header\n", " f.write(response.content)\n", " else:\n", " dl = 0\n", " for data in response.iter_content(chunk_size=4096):\n", " dl += len(data)\n", " f.write(data)\n", " done = int(50 * dl / total_length)\n", " sys.stdout.write(\"\\r[%s%s] %s bps\" % ('=' * done, ' ' * (50-done), dl//(time.time() - start)))\n", " sys.stdout.flush()" ] }, { "cell_type": "code", "execution_count": null, "id": "acd4807f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "6d946e93", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a0ec149f", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a489dc5e", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "13dff448", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "44560ee8", "metadata": {}, "outputs": [], "source": [ "import urllib.request\n", "\n", "proxy_handler = urllib.request.ProxyHandler({\n", " \"http\": super_proxy_url,\n", " \"https\": super_proxy_url,\n", "})\n", "opener = urllib.request.build_opener(proxy_handler)\n", "opener.addheaders = [\n", " (\n", " 'User-Agent', \n", " 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.36',\n", " )\n", "]\n", "print('Performing request')\n", "print(opener.open('https://www.youtube.com/results?search_query=coffee&sp=EgIoAQ%253D%253D').read())" ] }, { "cell_type": "code", "execution_count": null, "id": "c554f665", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "0976a1e4", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 100, "id": "cd982fd9", "metadata": {}, "outputs": [], "source": [ "from bs4 import BeautifulSoup\n", "s1 = \"\"\"\n", "
178.171.113.83NL
212.80.221.237IE
104.251.88.228SG
45.150.20.114SI
45.67.1.152DE
178.171.98.100KR
94.176.133.86GB
94.139.232.228BR
209.20.186.153FR
94.176.84.186US
91.245.238.181PT
178.171.40.107MD
85.31.52.111UA
94.139.44.170AU
93.114.10.129DO
93.113.125.219ZA
194.53.68.136IQ
66.118.42.157BY
45.158.215.245KW
85.208.148.127MK
178.171.121.148TW
109.198.46.59TR
92.51.55.104AE
93.114.13.9JO
178.171.66.248TM
193.56.22.108UA
212.70.31.115AU
45.92.86.2KZ
204.217.150.244LU
45.148.107.78BO
206.232.41.74IT
93.114.14.118KH
86.62.61.34HK
103.241.52.55PK
158.46.181.223IL
43.228.239.130BD
193.111.187.187PE
103.119.111.225AZ
45.143.107.144AM
185.253.26.25BA
158.46.171.241TH
89.249.57.90CO
209.242.222.40MS
45.130.122.137IM
45.95.130.246MA
95.175.80.37JP
103.225.130.91CR
45.61.159.147CA
176.53.216.74RU
185.251.249.179PL\n", "\"\"\"\n", "soup1 = BeautifulSoup(s1)\n", "s2 = \"\"\"\n", "
103.225.129.135TN
103.225.128.26SL
45.130.123.181OM
69.85.88.142NZ
45.84.80.151BG
103.187.242.5GR
158.46.185.73TJ
194.5.225.46ES
185.15.179.92CL
103.14.105.177RO
93.113.53.126JM
103.225.131.81HR
45.130.121.44IS
45.88.100.166HU
209.242.219.17FK
85.208.149.12RS
193.228.72.10MX
69.85.92.6VN
165.140.198.219DK
91.132.126.84MD
161.123.22.105BE
5.253.185.135LA
45.154.123.5EG
204.217.149.11CH
212.80.202.240SE
109.70.67.88LK
93.114.5.139ID
95.214.102.82NO
178.171.108.21GE
193.106.96.50KG
45.134.106.197AL
45.134.115.3EE
45.130.120.128CY
209.242.220.103GS
119.13.226.25IN
5.182.127.179AR
92.240.206.100PA
45.138.235.96CN
194.187.36.190SA
154.37.69.108AT
45.143.174.247SK
45.11.235.50EC
185.244.10.123PL
103.225.129.214TN
103.225.128.37SL
45.92.84.146KZ
45.130.123.5OM
207.230.124.37LU\n", "\"\"\"\n", "soup2 = BeautifulSoup(s2)" ] }, { "cell_type": "code", "execution_count": 101, "id": "0b8d1188", "metadata": {}, "outputs": [], "source": [ "l = []\n", "for e in soup1.findAll(\"td\"):\n", " s = e.get_text().strip()\n", " if len(s) == 0:\n", " continue\n", " l.append(s)\n", "for e in soup2.findAll(\"td\"):\n", " s = e.get_text().strip()\n", " if len(s) == 0:\n", " continue\n", " l.append(s)" ] }, { "cell_type": "code", "execution_count": 102, "id": "7ed89fd3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'AE': '92.51.55.104',\n", " 'AL': '45.134.106.197',\n", " 'AM': '45.143.107.144',\n", " 'AR': '5.182.127.179',\n", " 'AT': '154.37.69.108',\n", " 'AU': '94.139.44.170',\n", " 'AZ': '103.119.111.225',\n", " 'BA': '185.253.26.25',\n", " 'BD': '43.228.239.130',\n", " 'BE': '161.123.22.105',\n", " 'BG': '45.84.80.151',\n", " 'BO': '45.148.107.78',\n", " 'BR': '94.139.232.228',\n", " 'BY': '66.118.42.157',\n", " 'CA': '45.61.159.147',\n", " 'CH': '204.217.149.11',\n", " 'CL': '185.15.179.92',\n", " 'CN': '45.138.235.96',\n", " 'CO': '89.249.57.90',\n", " 'CR': '103.225.130.91',\n", " 'CY': '45.130.120.128',\n", " 'DE': '45.67.1.152',\n", " 'DK': '165.140.198.219',\n", " 'DO': '93.114.10.129',\n", " 'EC': '45.11.235.50',\n", " 'EE': '45.134.115.3',\n", " 'EG': '45.154.123.5',\n", " 'ES': '194.5.225.46',\n", " 'FK': '209.242.219.17',\n", " 'FR': '209.20.186.153',\n", " 'GB': '94.176.133.86',\n", " 'GE': '178.171.108.21',\n", " 'GR': '103.187.242.5',\n", " 'GS': '209.242.220.103',\n", " 'HK': '86.62.61.34',\n", " 'HR': '103.225.131.81',\n", " 'HU': '45.88.100.166',\n", " 'ID': '93.114.5.139',\n", " 'IE': '212.80.221.237',\n", " 'IL': '158.46.181.223',\n", " 'IM': '45.130.122.137',\n", " 'IN': '119.13.226.25',\n", " 'IQ': '194.53.68.136',\n", " 'IS': '45.130.121.44',\n", " 'IT': '206.232.41.74',\n", " 'JM': '93.113.53.126',\n", " 'JO': '93.114.13.9',\n", " 'JP': '95.175.80.37',\n", " 'KG': '193.106.96.50',\n", " 'KH': '93.114.14.118',\n", " 'KR': '178.171.98.100',\n", " 'KW': '45.158.215.245',\n", " 'KZ': '45.92.86.2',\n", " 'LA': '5.253.185.135',\n", " 'LK': '109.70.67.88',\n", " 'LU': '207.230.124.37',\n", " 'MA': '45.95.130.246',\n", " 'MD': '91.132.126.84',\n", " 'MK': '85.208.148.127',\n", " 'MS': '209.242.222.40',\n", " 'MX': '193.228.72.10',\n", " 'NL': '178.171.113.83',\n", " 'NO': '95.214.102.82',\n", " 'NZ': '69.85.88.142',\n", " 'OM': '45.130.123.5',\n", " 'PA': '92.240.206.100',\n", " 'PE': '193.111.187.187',\n", " 'PK': '103.241.52.55',\n", " 'PL': '185.251.249.179',\n", " 'PT': '91.245.238.181',\n", " 'RO': '103.14.105.177',\n", " 'RS': '85.208.149.12',\n", " 'RU': '176.53.216.74',\n", " 'SA': '194.187.36.190',\n", " 'SE': '212.80.202.240',\n", " 'SG': '104.251.88.228',\n", " 'SI': '45.150.20.114',\n", " 'SK': '45.143.174.247',\n", " 'SL': '103.225.128.37',\n", " 'TH': '158.46.171.241',\n", " 'TJ': '158.46.185.73',\n", " 'TM': '178.171.66.248',\n", " 'TN': '103.225.129.214',\n", " 'TR': '109.198.46.59',\n", " 'TW': '178.171.121.148',\n", " 'UA': '85.31.52.111',\n", " 'US': '94.176.84.186',\n", " 'VN': '69.85.92.6',\n", " 'ZA': '93.113.125.219'}" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "{k: v for k, v in sorted(list(zip(l[1::2], l[0::2])))}" ] }, { "cell_type": "code", "execution_count": null, "id": "7509ad72", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "93785230", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "a0056393", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "3f217c8e", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 5 }