diff options
Diffstat (limited to 'megapixels/notebooks/datasets/ijb_c/ijb_c_mids.ipynb')
| -rw-r--r-- | megapixels/notebooks/datasets/ijb_c/ijb_c_mids.ipynb | 1281 |
1 files changed, 1281 insertions, 0 deletions
diff --git a/megapixels/notebooks/datasets/ijb_c/ijb_c_mids.ipynb b/megapixels/notebooks/datasets/ijb_c/ijb_c_mids.ipynb new file mode 100644 index 00000000..c078a058 --- /dev/null +++ b/megapixels/notebooks/datasets/ijb_c/ijb_c_mids.ipynb @@ -0,0 +1,1281 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# IJB-C Check MS Celeb MIDS\n", + "\n", + "- read in MS Celeb Master file\n", + "- read in MS Celeb clean file\n", + "- read in IJB-C name list" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [], + "source": [ + "%reload_ext autoreload\n", + "%autoreload 2\n", + "\n", + "from os.path import join\n", + "import math\n", + "from glob import glob\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "from pathlib import Path\n", + "from tqdm import tqdm_notebook as tqdm\n", + "\n", + "import sys\n", + "sys.path.append('/work/megapixels_dev/megapixels/')\n", + "from app.settings import app_cfg as cfg\n", + "from app.utils import identity_utils" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [], + "source": [ + "a = '\"Arnold Rüütel\"@ca'" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "b = a.split('\"')[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9545454545454546" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [], + "source": [ + "fp_msceleb_full = '/data_store/datasets/people/msceleb/dataset/Top1M_MidList.Name.csv'\n", + "#fp_msceleb_clean = '/data_store/datasets/people/msceleb/dataset/MS-Celeb-1M_clean_list.txt'\n", + "fp_ijbc = '/data_store/datasets/people/ijb_c/downloads/ijbc_subject_names.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [], + "source": [ + "df_msceleb_full = pd.read_csv(fp_msceleb_full, sep=',', names=[\"kg_id\", 'name_msceleb'], quotechar = ',', skipinitialspace=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "records_msceleb = df_msceleb_full.to_dict('records')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#df_msceleb_full.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "df_ijbc = pd.read_csv(fp_ijbc)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "records_ijbc = df_ijbc.to_dict('records')" + ] + }, + { + "cell_type": "code", + "execution_count": 166, + "metadata": {}, + "outputs": [], + "source": [ + "#df_ijbc.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [], + "source": [ + "# pre-compute msceleb data\n", + "for i, msceleb_item in enumerate(records_msceleb.copy()):\n", + " splits = msceleb_item['name_msceleb'].split('\"')\n", + " msceleb_name = splits[1]\n", + " try:\n", + " lang = splits[2][1:]\n", + " except Exception as e:\n", + " lang = ''\n", + " records_msceleb[i]['name_clean'] = msceleb_name\n", + " records_msceleb[i]['lang'] = lang\n", + " records_msceleb[i]['name_stripped_str'] = identity_utils.sanitize_name(msceleb_name, as_str=True)\n", + " records_msceleb[i]['name_stripped_arr'] = identity_utils.sanitize_name(msceleb_name, as_str=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 160, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'kg_id': 'm.01008lp2',\n", + " 'name_msceleb': '\"Caio Henrique Siqueira Sanchez\"@en',\n", + " 'name_clean': 'Caio Henrique Siqueira Sanchez',\n", + " 'name_stripped': ['caio', 'henrique', 'siqueira', 'sanchez'],\n", + " 'name_stripped_str': 'caio henrique siqueira sanchez',\n", + " 'name_stripped_arr': ['caio', 'henrique', 'siqueira', 'sanchez'],\n", + " 'lang': 'en'}" + ] + }, + "execution_count": 160, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "records_msceleb[10]" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "1fce6cb2b3eb4cf294a794a27209b312", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "HBox(children=(IntProgress(value=0, max=3531), HTML(value='')))" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "found_names = []\n", + "unfound_names = []\n", + "\n", + "for ijbc_item in tqdm(records_ijbc):\n", + " ijbc_name = ijbc_item.get('SUBJECT_NAME')\n", + " \n", + " # ensure name does not exist\n", + " if ijbc_name in found_names or ijbc_name in unfound_names:\n", + " continue\n", + "\n", + " # init loop vars\n", + " found = False\n", + " item_match = None\n", + " \n", + " # first look through all msceleb records for simple match\n", + " for msceleb_item in records_msceleb:\n", + " msceleb_name_clean = msceleb_item['name_clean']\n", + " if ijbc_name.lower() in msceleb_name_clean.lower():\n", + " item_match = msceleb_item\n", + " break\n", + " \n", + " # if not, do more aggressive/cpu intensive matching\n", + " if not item_match:\n", + " ijbc_name_stripped = identity_utils.sanitize_name(ijbc_name, as_str=False)\n", + " for msceleb_item in records_msceleb:\n", + " msceleb_name_stripped = msceleb_item['name_stripped_arr']\n", + " score = identity_utils.names_match(ijbc_name_stripped, msceleb_name_stripped, as_float=True, name_a_pre=True, name_b_pre=True)\n", + " if score > 0.9:\n", + " item_match = msceleb_item\n", + " break\n", + " \n", + " # default match obj\n", + " match_obj = {'name_ijb_c': ijbc_name, 'kg_id': '', 'name_msceleb': '', 'lang_msceleb': ''}\n", + " \n", + " if item_match:\n", + " # append matched info from msceleb\n", + " match_obj['name_msceleb'] = item_match['name_msceleb'] # keep orig msceleb name\n", + " match_obj['lang_msceleb'] = item_match['lang']\n", + " match_obj['kg_id'] = item_match.get('kg_id').replace('m.', '/m/')\n", + " found_names.append(match_obj)\n", + " else:\n", + " # default obj\n", + " unfound_names.append(match_obj)" + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3299 232\n" + ] + } + ], + "source": [ + "print(len(found_names), len(unfound_names))" + ] + }, + { + "cell_type": "code", + "execution_count": 168, + "metadata": {}, + "outputs": [], + "source": [ + "from pprint import pprint" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[{'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Raffaele Bonanni',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'King Abdullah II',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'George HW Bush',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Edmund Stoiber',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'JK Rowling',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ashton B. Carter',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Linah K. Mohohlo',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': \"Alhaji Yar'Adua\",\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Hesham Mohamed Qandil',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Stephen Harper',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Martin Dempsey',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Horst Teltschik',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Andri Piebalgu',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Donald Tusk',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Richard Nixon',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Zulu Araujo',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Eliana Calmon',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Edu Guedes',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Milene Uehara',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Celso Zucatelli',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Jose Roberto Arruda',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Igor Slyunyayev',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Yevhenia Tymoshenko',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ernest Bower',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Seo Joo-hyun',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Doreen Lorenzo',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Patrick Leahy',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Maria Soledad Alvear Valenzuela',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Mario Kreutzberger',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ken Salazar',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Tim Allen',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Mark A. Welsh III',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Alessandro Molon',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Omobola Johnson',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Jon Hamm',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Tammy Baldwin',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Rajiv Shah',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Tedros Adhanom Ghebreyesus',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Jerry Garcia',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Arlette Chabot',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Pedro Aznar',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Prakash Raj',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Alex Jones',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Gloria Álvarez',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Lakshmi Rai',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Waseem Abbas',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Alicia Castro',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Aminata Traoré',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Paola Taverna',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Sanjay Kapoor',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '', 'lang_msceleb': '', 'name_ijb_c': 'AJ Lee', 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Andressa Urach',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Baby Margaretha',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Bob Garcia',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Dalila Nesci',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Dirk Müller',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Mahesh Babu',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Maram al-Masri',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Minh Tran Huy',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Andressa Soares',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Barbara Lezzi',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Eesha Koppikhar',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Gabriel Jesus',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Gayle San',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Kaajal Oza Vaidya',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Marcelo Freixo',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Óscar Santos',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Sam Smith',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Naomi Klein',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Aditi Arya',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Alberto Garzón',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Anna Ráckevei',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Eleonora Menicucci',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Helvy Tiana Rosa',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Houda-Imane Faraoun',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Karen Paola',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Laura Bottici',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Laura Castelli',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Mihai Voicu',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Patti Smith',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Puan Maharani',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Savitha Sastry',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Sharon la Hechicera',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Bahram Moshiri',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Luz Salgado',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Nouria Benghabrit-Remaoun',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Sant Asaram Ji Bapu',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Selin Sayek Böke',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Angelina Love',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Anna Aaron',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Anna Kendrick',\n", + " 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''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Nyle DiMarco',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Okyeame Kwame',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Pamela Samuelson',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Papis Loveday',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Patrick Pelloux',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Piya Sorcar',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Rajkummar Rao',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Rami Ranger',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Raul Krauthausen',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Richard Nguema',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Robert Lefkowitz',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ronnie Ash',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ruby Yadav',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ryan Crocker',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Ryu Jun-yeol',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Samiksha Bhatnagar',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Shantell Martin',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Shiho Yano',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Shirin Sharmin Chaudhury',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Spencer Stone',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Takaaki Kajita',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Tavis Smiley',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Tope Folarin',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Virginia Raggi',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Walidah Imarisha',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Wes Schweitzer',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '', 'lang_msceleb': '', 'name_ijb_c': 'Win Tin', 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Wutt Hmone Shwe Yi',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Yassine Brahim',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Yemi Alade',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Young Guru',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Zakhar May',\n", + " 'name_msceleb': ''},\n", + " {'kg_id': '',\n", + " 'lang_msceleb': '',\n", + " 'name_ijb_c': 'Zoë Keating',\n", + " 'name_msceleb': ''}]\n" + ] + } + ], + "source": [ + "pprint(unfound_names)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Save CSV" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": {}, + "outputs": [], + "source": [ + "df_ijbc_found = pd.DataFrame.from_dict(found_names)\n", + "df_ijbc_unfound = pd.DataFrame.from_dict(unfound_names)" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "metadata": {}, + "outputs": [], + "source": [ + "fp_found = '/data_store/datasets/people/ijb_c/processed/ijb_c_msceleb_found.csv'\n", + "fp_unfound = '/data_store/datasets/people/ijb_c/processed/ijb_c_msceleb_unfound.csv'" + ] + }, + { + "cell_type": "code", + "execution_count": 173, + "metadata": {}, + "outputs": [], + "source": [ + "df_ijbc_found.to_csv(fp_found, index=False)\n", + "df_ijbc_unfound.to_csv(fp_unfound, index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "megapixels", + "language": "python", + "name": "megapixels" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} |