{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "11397531",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "from glob import glob\n",
    "from tqdm import tqdm\n",
    "import os\n",
    "import shutil"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "639a635c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "macaw-multimodal/synthetic-multi-images-multi-audio-relationship.jsonl\r\n",
      "macaw-multimodal/synthetic-multi-images-relationship.jsonl\r\n"
     ]
    }
   ],
   "source": [
    "!ls macaw-multimodal/synthetic-*images*.jsonl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "230fda70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['macaw-multimodal/synthetic-multi-images-relationship.jsonl',\n",
       " 'macaw-multimodal/synthetic-multi-images-multi-audio-relationship.jsonl']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "files = glob('macaw-multimodal/synthetic-*images*.jsonl')\n",
    "files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "dbdd6fd6",
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir filtered-blip-images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fc2f5947",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100000it [00:01, 88185.31it/s]\n",
      "59400it [00:01, 52003.73it/s]\n"
     ]
    }
   ],
   "source": [
    "images = []\n",
    "\n",
    "for f in files:\n",
    "    with open(f) as fopen:\n",
    "        for l in tqdm(fopen):\n",
    "            l = json.loads(l)\n",
    "            for f_ in l['filename']:\n",
    "                if f_.endswith('.jpg'):\n",
    "                    images.append(f_)\n",
    "#             break\n",
    "#             img = l['image']\n",
    "#             f_img = f'train2014/COCO_train2014_{img}'\n",
    "#             if not os.path.exists(f_img):\n",
    "#                 continue\n",
    "#             shutil.copyfile(f_img, os.path.join('filtered-llava-images', img))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "75ff4044",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "259400"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "dda18075",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 238135/238135 [17:04<00:00, 232.47it/s] \n"
     ]
    }
   ],
   "source": [
    "for img in tqdm(list(set(images))):\n",
    "    f = os.path.join('blip', img)\n",
    "    folder = f.split('/')[1]\n",
    "    os.makedirs(os.path.join('filtered-blip-images', folder), exist_ok = True)\n",
    "    shutil.copyfile(f, os.path.join('filtered-blip-images', img))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "bbc499fe",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "12G\tfiltered-blip-images\r\n"
     ]
    }
   ],
   "source": [
    "!du -hs filtered-blip-images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "29021779",
   "metadata": {},
   "outputs": [],
   "source": [
    "!~/7zz -v5g a filtered-blip-images.7z filtered-blip-images > /dev/null"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ac2eb144",
   "metadata": {},
   "outputs": [],
   "source": [
    "from huggingface_hub import HfApi\n",
    "api = HfApi()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "34db3d8d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "filtered-blip-images.7z.003\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "35049f783ad84ea0b66c3c45bd2718d9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "filtered-blip-images.7z.003:   0%|          | 0.00/747M [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "filtered-blip-images.7z.001\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ceca06d30dc442f8a1da0f5ee10c8431",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "filtered-blip-images.7z.001:   0%|          | 0.00/5.37G [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "filtered-blip-images.7z.002\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8fbb602e8f494ec680fda22bfafcad2f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "filtered-blip-images.7z.002:   0%|          | 0.00/5.37G [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for f in glob('*.7z.*'):\n",
    "    print(f)\n",
    "    api.upload_file(\n",
    "        path_or_fileobj=f,\n",
    "        path_in_repo=f,\n",
    "        repo_id='mesolitica/translated-LLaVA-Pretrain',\n",
    "        repo_type='dataset',\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f4916183",
   "metadata": {},
   "outputs": [],
   "source": [
    "!rm *.7z.*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "f29eaac3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "27G\tblip\r\n"
     ]
    }
   ],
   "source": [
    "!du -hs blip"
   ]
  }
 ],
 "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": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}