Debugging Tasks.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 341,
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.cloud import firestore\n",
    "import google.cloud.exceptions\n",
    "\n",
    "import os\n",
    "os.environ[\"GOOGLE_APPLICATION_CREDENTIALS\"]=\"/Users/277594b/Documents/Projects/COKI/certs/coki-214004-36a73c3216c6.json\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 342,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pprint\n",
    "pp = pprint.PrettyPrinter(indent=4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 343,
   "metadata": {},
   "outputs": [],
   "source": [
    "db = firestore.Client()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 445,
   "metadata": {},
   "outputs": [],
   "source": [
    "task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 446,
   "metadata": {},
   "outputs": [],
   "source": [
    "breakdown = {\n",
    "    \"msa\": {\n",
    "        \"fetch\": [],\n",
    "        \"parse\": [],\n",
    "        \"load\": []\n",
    "    },\n",
    "    \"wos\": {\n",
    "        \"fetch\": [],\n",
    "        \"parse\": [],\n",
    "        \"load\": []\n",
    "    },\n",
    "    \"scopus\": {\n",
    "        \"fetch\": [],\n",
    "        \"parse\": [],\n",
    "        \"load\": []\n",
    "    }\n",
    "}\n",
    "\n",
    "for task in task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    if task_dict[\"fetch\"][\"blob_name\"] != 'None':\n",
    "        if task_dict[\"parse\"][\"blob_name\"] != 'None':\n",
    "            if \"results\" in task_dict[\"load\"]:\n",
    "                if task_dict[\"load\"][\"results\"] > 0:\n",
    "                    print(task.id, \"happy\")\n",
    "                else:\n",
    "                    breakdown[task_dict[\"source\"]][\"load\"].append(task_dict)\n",
    "            else:\n",
    "                breakdown[task_dict[\"source\"]][\"load\"].append(task_dict)\n",
    "        else:\n",
    "            breakdown[task_dict[\"source\"]][\"parse\"].append(task_dict)\n",
    "    else:\n",
    "        breakdown[task_dict[\"source\"]][\"fetch\"].append(task_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 447,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "msa\n",
      "fetch error: 0\n",
      "parse error: 0\n",
      "load error: 0\n",
      "\n",
      "wos\n",
      "fetch error: 0\n",
      "parse error: 0\n",
      "load error: 0\n",
      "\n",
      "scopus\n",
      "fetch error: 0\n",
      "parse error: 0\n",
      "load error: 0\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for key in breakdown:\n",
    "    print(key)\n",
    "    for other_key in breakdown[key]:\n",
    "        print(other_key + \" error:\", len(breakdown[key][other_key]))\n",
    "    print(\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'load': {'timestamp': '2018-11-21 05:36:20.048306+00:00', 'bigquery_job_id': '277564dd-61d7-4eac-8ae8-f3565cb4b43f', 'eventId': ''}, 'gridId': 'grid.83440.3b', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 05:36:20.048306+00:00', 'eventId': '', 'blob_name': 'v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048306+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.json'}, 'source': 'msa', 'state': 'error', 'dispatch': {'timestamp': '2018-11-21 05:36:19.990416+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302616794010999'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048306+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.csv', 'timestamp': '2018-11-21 05:36:20.048306+00:00'}, 'created': '2018-11-21 04:01:38.712607+00:00', 'externalIdentifier': '45129253', 'month': '2014-01'}\n",
      "\n",
      "v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048306+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.csv\n",
      "277564dd-61d7-4eac-8ae8-f3565cb4b43f\n",
      "\n",
      "{'created': '2018-11-21 04:01:54.683597+00:00', 'month': '2016-06', 'externalIdentifier': 'Universidad Nacional Autonoma de Mexico', 'load': {'timestamp': '2018-11-22 00:46:24.204666+00:00', 'bigquery_job_id': 'f0c84549-8cae-450f-b8d0-5bbf879bee47', 'eventId': ''}, 'gridId': 'grid.9486.3', 'previousTask': None, 'active': True, 'fetch': {'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.json', 'eventId': '', 'timestamp': '2018-11-22 00:46:24.204666+00:00'}, 'source': 'wos', 'state': 'error', 'dispatch': {'timestamp': '2018-11-22 00:46:24.192535+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '303321092368381'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.csv', 'timestamp': '2018-11-22 00:46:24.204666+00:00'}}\n",
      "\n",
      "v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.csv\n",
      "f0c84549-8cae-450f-b8d0-5bbf879bee47\n",
      "\n",
      "{'externalIdentifier': 'Justus Liebig University Giessen', 'month': '2018-06', 'load': {'timestamp': '2018-11-21 08:46:20.220902+00:00', 'bigquery_job_id': '1d430d3b-2602-4e96-8a9e-357373246dfb', 'eventId': ''}, 'gridId': 'grid.8664.c', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 08:46:20.220902+00:00', 'eventId': '', 'blob_name': 'v1/grid.8664.c/wos/2018-06/2018-11-21 08:46:20.220902+00:00_3aab61cd-ddf2-4ab2-9cd2-090be11c35c3.json'}, 'source': 'wos', 'state': 'error', 'dispatch': {'timestamp': '2018-11-21 08:46:19.573953+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302708369021602'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.8664.c/wos/2018-06/2018-11-21 08:46:20.220902+00:00_3aab61cd-ddf2-4ab2-9cd2-090be11c35c3.csv', 'timestamp': '2018-11-21 08:46:20.220902+00:00'}, 'created': '2018-11-21 04:01:28.785253+00:00'}\n",
      "\n",
      "v1/grid.8664.c/wos/2018-06/2018-11-21 08:46:20.220902+00:00_3aab61cd-ddf2-4ab2-9cd2-090be11c35c3.csv\n",
      "1d430d3b-2602-4e96-8a9e-357373246dfb\n",
      "\n",
      "{'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-21 10:19:17.754990+00:00', 'eventId': 'placeholder', 'blob_name': 'v1/grid.254444.7/wos/2018-07/2018-11-21 10:19:17.754990+00:00_48b62216-4a53-4454-ae49-fe34a7e04d45.csv'}, 'created': '2018-11-21 04:01:31.180156+00:00', 'externalIdentifier': 'Wayne State University', 'month': '2018-07', 'load': {'eventId': '', 'timestamp': '2018-11-21 10:19:17.754990+00:00', 'bigquery_job_id': '4a4916e0-6a39-4a10-9049-51a0c78bf887'}, 'gridId': 'grid.254444.7', 'previousTask': None, 'active': True, 'fetch': {'blob_name': 'v1/grid.254444.7/wos/2018-07/2018-11-21 10:19:17.754990+00:00_48b62216-4a53-4454-ae49-fe34a7e04d45.json', 'eventId': '', 'timestamp': '2018-11-21 10:19:17.754990+00:00'}, 'source': 'wos', 'state': 'error', 'dispatch': {'pubsub_message_id': '302757728607021', 'timestamp': '2018-11-21 10:19:17.798197+00:00', 'eventId': 'scheduler_placeholder_id'}}\n",
      "\n",
      "v1/grid.254444.7/wos/2018-07/2018-11-21 10:19:17.754990+00:00_48b62216-4a53-4454-ae49-fe34a7e04d45.csv\n",
      "4a4916e0-6a39-4a10-9049-51a0c78bf887\n",
      "\n",
      "{'source': 'wos', 'state': 'error', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '303362512480496', 'timestamp': '2018-11-22 01:40:25.092944+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-22 01:40:25.018855+00:00', 'eventId': 'placeholder', 'blob_name': 'v1/grid.11899.38/wos/2018-07/2018-11-22 01:40:25.018855+00:00_553a6137-3724-41ff-b349-e7886f05b26d.csv'}, 'created': '2018-11-21 04:01:57.385563+00:00', 'externalIdentifier': 'Universidade de Sao Paulo', 'month': '2018-07', 'load': {'bigquery_job_id': 'f20f92dc-fcba-4784-b619-35ded1f8bae9', 'eventId': '', 'timestamp': '2018-11-22 01:40:25.018855+00:00'}, 'gridId': 'grid.11899.38', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-22 01:40:25.018855+00:00', 'eventId': '', 'blob_name': 'v1/grid.11899.38/wos/2018-07/2018-11-22 01:40:25.018855+00:00_553a6137-3724-41ff-b349-e7886f05b26d.json'}}\n",
      "\n",
      "v1/grid.11899.38/wos/2018-07/2018-11-22 01:40:25.018855+00:00_553a6137-3724-41ff-b349-e7886f05b26d.csv\n",
      "f20f92dc-fcba-4784-b619-35ded1f8bae9\n",
      "\n",
      "{'state': 'error', 'dispatch': {'pubsub_message_id': '303196060502400', 'timestamp': '2018-11-21 21:50:17.339069+00:00', 'eventId': 'scheduler_placeholder_id'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'blob_name': 'v1/grid.83440.3b/wos/2018-03/2018-11-21 21:50:17.974400+00:00_74d9a525-c167-4979-b6fa-5ba41b393ab4.csv', 'eventId': 'placeholder', 'timestamp': '2018-11-21 21:50:17.974400+00:00'}, 'created': '2018-11-21 04:01:39.378893+00:00', 'month': '2018-03', 'externalIdentifier': 'University College London', 'load': {'timestamp': '2018-11-21 21:50:17.974400+00:00', 'bigquery_job_id': '7b5e73c7-14eb-415f-81ae-9859dd080782', 'eventId': ''}, 'gridId': 'grid.83440.3b', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 21:50:17.974400+00:00', 'eventId': '', 'blob_name': 'v1/grid.83440.3b/wos/2018-03/2018-11-21 21:50:17.974400+00:00_74d9a525-c167-4979-b6fa-5ba41b393ab4.json'}, 'source': 'wos'}\n",
      "\n",
      "v1/grid.83440.3b/wos/2018-03/2018-11-21 21:50:17.974400+00:00_74d9a525-c167-4979-b6fa-5ba41b393ab4.csv\n",
      "7b5e73c7-14eb-415f-81ae-9859dd080782\n",
      "\n",
      "{'parse': {'timestamp': '2018-11-21 06:59:16.915000+00:00', 'blob_name': 'v1/grid.8664.c/wos/2016-10/2018-11-21 06:59:16.915000+00:00_9b191929-af8b-4a34-a1e5-8676bead2c0e.csv', 'eventId': 'placeholder'}, 'created': '2018-11-21 04:01:28.680931+00:00', 'externalIdentifier': 'Justus Liebig University Giessen', 'month': '2016-10', 'load': {'timestamp': '2018-11-21 06:59:16.915000+00:00', 'bigquery_job_id': 'da79487f-a693-433c-bf13-1e3988dcb03e', 'eventId': ''}, 'gridId': 'grid.8664.c', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 06:59:16.915000+00:00', 'blob_name': 'v1/grid.8664.c/wos/2016-10/2018-11-21 06:59:16.915000+00:00_9b191929-af8b-4a34-a1e5-8676bead2c0e.json', 'eventId': ''}, 'source': 'wos', 'state': 'error', 'dispatch': {'timestamp': '2018-11-21 06:59:16.972756+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302655258227323'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88'}\n",
      "\n",
      "v1/grid.8664.c/wos/2016-10/2018-11-21 06:59:16.915000+00:00_9b191929-af8b-4a34-a1e5-8676bead2c0e.csv\n",
      "da79487f-a693-433c-bf13-1e3988dcb03e\n",
      "\n",
      "{'dispatch': {'pubsub_message_id': '303118359599175', 'timestamp': '2018-11-21 19:59:21.338131+00:00', 'eventId': 'scheduler_placeholder_id'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-21 19:59:21.380715+00:00', 'blob_name': 'v1/grid.14476.30/wos/2017-01/2018-11-21 19:59:21.380715+00:00_b4d201f2-337f-4b87-946f-3b566b14bd87.csv', 'eventId': 'placeholder'}, 'created': '2018-11-21 04:01:36.280717+00:00', 'externalIdentifier': 'LOMONOSOV MOSCOW STATE UNIVERSITY', 'month': '2017-01', 'load': {'timestamp': '2018-11-21 19:59:21.380715+00:00', 'bigquery_job_id': '9a31b0b6-5afd-455d-9d39-5195f9b308e7', 'eventId': ''}, 'gridId': 'grid.14476.30', 'active': True, 'previousTask': None, 'fetch': {'eventId': '', 'blob_name': 'v1/grid.14476.30/wos/2017-01/2018-11-21 19:59:21.380715+00:00_b4d201f2-337f-4b87-946f-3b566b14bd87.json', 'timestamp': '2018-11-21 19:59:21.380715+00:00'}, 'source': 'wos', 'state': 'error'}\n",
      "\n",
      "v1/grid.14476.30/wos/2017-01/2018-11-21 19:59:21.380715+00:00_b4d201f2-337f-4b87-946f-3b566b14bd87.csv\n",
      "9a31b0b6-5afd-455d-9d39-5195f9b308e7\n",
      "\n",
      "{'state': 'error', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '303349823648580', 'timestamp': '2018-11-22 01:23:29.193348+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'blob_name': 'v1/grid.11899.38/wos/2017-04/2018-11-22 01:23:29.803789+00:00_f7f32a98-136b-4b03-98b7-5047f6dbb17f.csv', 'eventId': 'placeholder', 'timestamp': '2018-11-22 01:23:29.803789+00:00'}, 'created': '2018-11-21 04:01:57.280621+00:00', 'month': '2017-04', 'externalIdentifier': 'Universidade de Sao Paulo', 'load': {'timestamp': '2018-11-22 01:23:29.803789+00:00', 'bigquery_job_id': '1fc084d4-8d9b-4d8f-bf09-9aa584cf094f', 'eventId': ''}, 'gridId': 'grid.11899.38', 'previousTask': None, 'active': True, 'fetch': {'blob_name': 'v1/grid.11899.38/wos/2017-04/2018-11-22 01:23:29.803789+00:00_f7f32a98-136b-4b03-98b7-5047f6dbb17f.json', 'eventId': '', 'timestamp': '2018-11-22 01:23:29.803789+00:00'}, 'source': 'wos'}\n",
      "\n",
      "v1/grid.11899.38/wos/2017-04/2018-11-22 01:23:29.803789+00:00_f7f32a98-136b-4b03-98b7-5047f6dbb17f.csv\n",
      "1fc084d4-8d9b-4d8f-bf09-9aa584cf094f\n",
      "\n",
      "{'source': 'scopus', 'state': 'error', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302807612009901', 'timestamp': '2018-11-21 11:58:22.243647+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.csv', 'eventId': 'placeholder'}, 'created': '2018-11-21 04:01:47.279082+00:00', 'externalIdentifier': '60000356', 'month': '2017-10', 'load': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'bigquery_job_id': '3689e3bd-8576-4687-9a28-7f52ca86f1a8', 'eventId': ''}, 'gridId': 'grid.7836.a', 'active': True, 'previousTask': None, 'fetch': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'eventId': '', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.json'}}\n",
      "\n",
      "v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.csv\n",
      "3689e3bd-8576-4687-9a28-7f52ca86f1a8\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for key in breakdown:\n",
    "    for error in breakdown[key][\"load\"]:\n",
    "        print(error)\n",
    "        print(\"\")\n",
    "        print(error[\"parse\"][\"blob_name\"])\n",
    "        print(error[\"load\"][\"bigquery_job_id\"] if \"bigquery_job_id\" in error[\"load\"] else \"none\")\n",
    "        print(\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 310,
   "metadata": {},
   "outputs": [],
   "source": [
    "single = db.collection(\"tasks\").document(\"00503459-f7be-4ff3-8d84-e6276905f18a\").get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 311,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{   'active': True,\n",
      "    'created': '2018-11-28 06:09:59.171302+00:00',\n",
      "    'dispatch': {   'errorMessage': '',\n",
      "                    'eventId': 'scheduler_placeholder_id',\n",
      "                    'pubsub_message_id': '308833272721452',\n",
      "                    'state': 'complete',\n",
      "                    'timestamp': '2018-11-28 15:19:05.873670+00:00'},\n",
      "    'externalIdentifier': '60007457',\n",
      "    'fetch': {   'blob_name': 'v1/grid.14476.30/scopus/2011-10/2018-11-28 '\n",
      "                              '15:19:05.898722+00:00_00503459-f7be-4ff3-8d84-e6276905f18a.json',\n",
      "                 'errorMessage': '',\n",
      "                 'eventId': '',\n",
      "                 'state': 'completed',\n",
      "                 'timestamp': '2018-11-28 15:19:05.898722+00:00'},\n",
      "    'gridId': 'grid.14476.30',\n",
      "    'lastUpdated': '2018-11-30 03:55:39.023592+00:00',\n",
      "    'load': {   'bigquery_job_id': '55b16975-32a8-4d7d-a2b4-a267a90c4d3b',\n",
      "                'errorMessage': '',\n",
      "                'eventId': '',\n",
      "                'results': 320,\n",
      "                'state': 'completed',\n",
      "                'timestamp': '2018-11-30 03:55:39.023609+00:00'},\n",
      "    'month': '2011-10',\n",
      "    'parse': {   'blob_name': 'v1/grid.14476.30/scopus/2011-10/2018-11-28 '\n",
      "                              '15:19:05.898722+00:00_00503459-f7be-4ff3-8d84-e6276905f18a.csv',\n",
      "                 'errorMessage': '',\n",
      "                 'eventId': 'placeholder',\n",
      "                 'state': 'completed',\n",
      "                 'timestamp': '2018-11-28 15:19:05.898722+00:00'},\n",
      "    'previousTask': None,\n",
      "    'source': 'scopus',\n",
      "    'state': 'loaded',\n",
      "    'tasking_id': '3a7b1aa2-61d7-4857-bc86-7a1cb7ffccfe'}\n"
     ]
    }
   ],
   "source": [
    "single_dict = single.to_dict()\n",
    "pp.pprint(single_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "sp_task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").where(u'gridId', u'==', \"grid.4305.2\").get()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [],
   "source": [
    "sp_errors = {}\n",
    "for task in sp_task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    sp_errors[task.id] = task_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 130,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(sp_errors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a55e7f4e-d171-4e6c-8930-3556dc2510c9\n"
     ]
    }
   ],
   "source": [
    "for key, error in sp_errors.items():\n",
    "    if len(error[\"fetch\"][\"blob_name\"]) < 10:\n",
    "        print(key)\n",
    "        #db.collection(\"tasks\").document(key).update({\n",
    "        #    u\"state\": u\"open\"\n",
    "        #})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "60\n",
      "11e886bb-e67c-4d3a-95eb-dcbe76810ec2\n",
      "16a382bf-df2b-4252-adcb-3feb0ba12866\n",
      "1bf53981-9701-48a8-a931-40c3d7669ee4\n",
      "1dad0943-cc2b-44e8-b4e9-67002673a242\n",
      "203970c2-309e-4393-a482-9727a79741ba\n",
      "21d12ed8-6c13-4fbd-aa4d-cdad7182168b\n",
      "2419bdd8-e734-47fe-8c1b-cfb78a54b3da\n",
      "25181700-db07-494e-98dd-060fa8ca743b\n",
      "262f5dd3-6f37-4044-bc8c-0627a7b0f7bd\n",
      "2a5fd50b-8290-4039-8fb2-d2203a8281f2\n",
      "36b347bc-b6fc-4aa5-a9a6-477f2458c8e3\n",
      "37e86913-3da2-4f09-b80c-f3cbb44de6af\n",
      "3a16014b-97c6-434d-8dfe-4e9fa0ca0e5d\n",
      "3ac3cb6f-3838-475e-b845-a28b5b0ead41\n",
      "4de675b7-4e9c-48ea-840c-ba7bd76dbd98\n",
      "5070fa48-cb71-4f58-a5ae-6e13fcad4d98\n",
      "53d3c27c-4618-4081-99da-3578508b33ea\n",
      "54b3d385-f769-406e-9d2a-7f2e3d005e1e\n",
      "5703cfe8-c358-430b-a10a-3e3b42e6dcc8\n",
      "6603bce6-94df-4fc7-bedb-dd83069431e4\n",
      "69a5fb4c-9d63-4b4e-bb8e-76588700219f\n",
      "6b5912ac-4564-460f-848f-305d257d6d92\n",
      "6bcdbab8-3de3-45b4-840a-1f47ee35c736\n",
      "6cdc61e2-0c57-4d0c-980c-2c3452444493\n",
      "6d2edf8b-d551-4a16-98a6-8258c87a4061\n",
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      "77fb7548-be07-4b67-aba8-d020ddb09a1e\n",
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      "7cd8ac06-777c-4994-b4d8-99b96e681292\n",
      "83ad6d13-e613-4c8f-83c9-a5b886221c5e\n",
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      "af410ecd-5f08-46ab-857d-865130bdb0d1\n",
      "af74632b-287a-4f0f-a3e2-3db23c1ebc21\n",
      "b4810882-2f88-4f00-9bb2-ead37d651dea\n",
      "b5fdfe40-dabf-4e14-8f68-c647f0e3c3db\n",
      "c0fc0bae-af49-4c08-a53b-11245bd003e0\n",
      "c3eccbac-893c-4f9e-baf3-169b306ee05e\n",
      "c44b6eaa-ef1a-4eba-a2c1-c88ac76801cf\n",
      "c56a9a4e-45c8-4bc7-bdd5-27fb0de58183\n",
      "c9d57383-b157-4390-b6ef-79ac122b89e1\n",
      "cab3c84c-5174-49c1-b03e-1f7eb8843ca7\n",
      "ce0cd252-9482-4f08-9d46-393bca722d7c\n",
      "d60acae8-53f2-4094-aac5-e6754c03b841\n",
      "dc09848c-e78d-4972-9c60-cbb95fc8a23c\n",
      "e034e032-0bdc-4b45-a49c-6b63c1e52668\n",
      "e14df7c9-f33c-4508-b7f8-16093b1c95ef\n",
      "e8172db8-2fe3-4c79-a871-857e9c77227e\n",
      "ec651b13-2ace-480b-ac56-186b47e648a5\n",
      "ed0684b2-a6b6-430b-af47-a4f400669144\n",
      "ef3f9401-e341-4480-b417-bc690a8e832f\n",
      "f8310f49-c8d3-403a-b6b2-2862dd6f243a\n",
      "f849c6ac-e5b6-4069-9164-54ae72c6fbc2\n",
      "fec8709b-3e14-455c-af14-3b9a1eed336c\n",
      "ff2949d5-fb47-4d8a-829d-1a1dee752761\n"
     ]
    }
   ],
   "source": [
    "sp_task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").where(u'source', u'==', \"wos\").where(u'gridId', u'==', \"grid.116068.8\").get()\n",
    "\n",
    "sp_errors = {}\n",
    "for task in sp_task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    sp_errors[task.id] = task_dict\n",
    "\n",
    "print(len(sp_errors))\n",
    "for key, error in sp_errors.items():\n",
    "    if len(error[\"fetch\"][\"blob_name\"]) < 10:\n",
    "        print(key)\n",
    "        db.collection(\"tasks\").document(key).update({\n",
    "            u\"state\": u\"open\",\n",
    "            u'externalIdentifier': 'Massachusetts Institute of Technology MIT'\n",
    "        })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{   'active': True,\n",
      "    'created': '2018-11-21 04:01:33.082225+00:00',\n",
      "    'dispatch': {   'eventId': 'scheduler_placeholder_id',\n",
      "                    'pubsub_message_id': '302757443751688',\n",
      "                    'timestamp': '2018-11-21 10:27:14.897849+00:00'},\n",
      "    'externalIdentifier': 'Massachusetts Institute of Technology (MIT)',\n",
      "    'fetch': {   'blob_name': 'None',\n",
      "                 'eventId': '',\n",
      "                 'timestamp': '2018-11-21 10:27:14.908978+00:00'},\n",
      "    'gridId': 'grid.116068.8',\n",
      "    'load': {   'bigquery_job_id': '',\n",
      "                'function_id': '',\n",
      "                'results': 0,\n",
      "                'timestamp': ''},\n",
      "    'month': '2014-03',\n",
      "    'parse': {'blob_name': '', 'function_id': '', 'timestamp': ''},\n",
      "    'previousTask': None,\n",
      "    'source': 'wos',\n",
      "    'state': 'error',\n",
      "    'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88'}\n"
     ]
    }
   ],
   "source": [
    "pp.pprint(sp_errors[\"11e886bb-e67c-4d3a-95eb-dcbe76810ec2\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "60\n",
      "0600b732-0d5f-4132-9c61-9d2083f6e0de\n",
      "099d9dbe-00af-4f4d-b269-a0c547a3ebe8\n",
      "0a641920-1639-4f23-b7d8-1b123d6a1c7e\n",
      "0e87eed6-56a9-4d2e-9aa1-060d7166cfa9\n",
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      "11de5d98-b006-477d-8246-dc365d88f141\n",
      "13f84c55-f684-4d11-9ca3-37fa9b43f960\n",
      "1712eceb-b1c4-49ed-a7b5-7708947e950c\n",
      "1857de64-bc50-474a-b312-ce856c65576e\n",
      "1e6356fe-96fd-42a1-b656-a94ef9d72d18\n",
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      "32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee\n",
      "37196f96-526a-4473-930e-597deae7e373\n",
      "3a289a23-97cd-419c-b0f5-d909cb8f4d36\n",
      "44e92dae-7f13-48ad-a22d-da7b2890e8d2\n",
      "5287c02e-227a-4cda-a9bb-610777145a4d\n",
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      "725e49b3-b766-4dae-aa48-34c8b87bee55\n",
      "74197054-ac0a-4290-8535-8de04c532bf1\n",
      "77c555db-a991-4fb5-8aba-ffb2b500c088\n",
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      "aec64071-d4f3-4394-818d-25cf42a25e61\n",
      "b5e38b3e-9a71-426c-aa0e-cb8d72fcceba\n",
      "b6d4cab2-616b-4c61-9478-40fc5a953868\n",
      "b7220395-0b3c-48fe-b795-54a8867cc56e\n",
      "ba2ea74e-02d3-4c55-804e-6d5cdf570f37\n",
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      "c9c5ecbf-c0d3-46c1-9174-b3c41da57095\n",
      "cc458314-1ed5-4834-a80a-dbb3aea53c0f\n",
      "d23aad0d-849e-4f56-b8f3-36b14442e3a0\n",
      "d795a62c-aab3-4ba4-80c8-5290dc150dbe\n",
      "d9e20f90-ddb0-45c4-bbc1-e741d884d18d\n",
      "dbc16662-85b7-43aa-8e2c-dc4f6b563482\n",
      "e2411a0e-701c-4209-8e35-209a01dfdd94\n",
      "ec75794b-89fb-4eab-958f-5a82a6778544\n",
      "f5eae092-cefe-4551-8e73-8c3738e53fda\n",
      "fa5966a5-9a94-481d-83cd-72458645740e\n",
      "fdea4de1-54ad-4ea2-a631-e1d17b70c001\n",
      "ff19ec3c-d2ab-48d9-8cdc-c20a75db1341\n"
     ]
    }
   ],
   "source": [
    "sp_task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").where(u'source', u'==', \"wos\").where(u'gridId', u'==', \"grid.34980.36\").get()\n",
    "\n",
    "sp_errors = {}\n",
    "for task in sp_task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    sp_errors[task.id] = task_dict\n",
    "\n",
    "print(len(sp_errors))\n",
    "for key, error in sp_errors.items():\n",
    "    if len(error[\"fetch\"][\"blob_name\"]) < 10:\n",
    "        print(key)\n",
    "        db.collection(\"tasks\").document(key).update({\n",
    "            u\"state\": u\"open\",\n",
    "            u'externalIdentifier': 'Indian Institute of Science IISC - Bangalore'\n",
    "        })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "15254493-f7a9-402c-ad0b-5d58063f7c9d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [],
   "source": [
    "mit_task_error_docs = db.collection(\"tasks\").where(u'gridId', u'==', \"grid.116068.8\").get()\n",
    "mit = {}\n",
    "for task in mit_task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    mit[task.id] = task_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "125"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(mit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "update_time {\n",
       "  seconds: 1543302650\n",
       "  nanos: 420312000\n",
       "}"
      ]
     },
     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"a55e7f4e-d171-4e6c-8930-3556dc2510c9\").update({\n",
    "    u\"state\": u\"open\"\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 05:25:21.264615+00:00', 'eventId': '', 'blob_name': 'v1/grid.14476.30/msa/2015-01/2018-11-21 05:25:21.264615+00:00_9454c8af-ba49-4a1c-875d-3460730618e3.json'}, 'source': 'msa', 'state': 'error', 'dispatch': {'pubsub_message_id': '302605284672082', 'timestamp': '2018-11-21 05:25:20.635177+00:00', 'eventId': 'scheduler_placeholder_id'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'None', 'timestamp': '2018-11-21 05:25:21.264615+00:00'}, 'created': '2018-11-21 04:01:35.980292+00:00', 'externalIdentifier': '19880235', 'month': '2015-01', 'load': {'timestamp': '', 'results': 0, 'bigquery_job_id': '', 'function_id': ''}, 'gridId': 'grid.14476.30'}\n",
      "\n",
      "{'source': 'msa', 'lastUpdated': '2018-11-27 05:53:51.238150+00:00', 'state': 'error', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302616794010999', 'timestamp': '2018-11-21 05:36:19.990416+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048307+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.csv', 'errorMessage': '', 'timestamp': '2018-11-21 05:36:20.048307+00:00', 'state': 'completed'}, 'created': '2018-11-21 04:01:38.712607+00:00', 'externalIdentifier': '45129253', 'month': '2014-01', 'load': {'timestamp': '2018-11-21 05:36:20.048307+00:00', 'state': 'failed', 'bigquery_job_id': '873eb4d6-1885-41bd-bff8-7b8e0bdab422', 'eventId': '', 'errorMessage': None, 'results': 0}, 'gridId': 'grid.83440.3b', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 05:36:20.048306+00:00', 'blob_name': 'v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048306+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.json', 'eventId': ''}}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "wos_task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").where(u'source', u'==', \"msa\").get()\n",
    "\n",
    "objects = []\n",
    "wos_errors = {}\n",
    "for task in wos_task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    #objects.append(task_dict[\"fetch\"][\"blob_name\"])\n",
    "    #print(\"\")\n",
    "    #wos_errors[task.id] = task_dict\n",
    "    print(task_dict)\n",
    "    print(\"\")\n",
    "    \n",
    "#for x in sorted(objects):\n",
    "#    print(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 173,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(wos_errors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {},
   "outputs": [],
   "source": [
    "fetch_fails = {}\n",
    "for key, error in wos_errors.items():\n",
    "    if len(str(error[\"fetch\"][\"blob_name\"])) < 10:\n",
    "        fetch_fails[key] = error"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 175,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(fetch_fails)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6c99f141-423e-4358-99bf-2c1c4a4a23b7\n",
      "{'parse': {'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.csv', 'eventId': 'placeholder', 'timestamp': '2018-11-21 11:58:22.254580+00:00'}, 'created': '2018-11-21 04:01:47.279082+00:00', 'externalIdentifier': '60000356', 'month': '2017-10', 'load': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'bigquery_job_id': '3689e3bd-8576-4687-9a28-7f52ca86f1a8', 'eventId': ''}, 'gridId': 'grid.7836.a', 'previousTask': None, 'active': True, 'fetch': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'eventId': '', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.json'}, 'source': 'scopus', 'state': 'error', 'dispatch': {'pubsub_message_id': '302807612009901', 'timestamp': '2018-11-21 11:58:22.243647+00:00', 'eventId': 'scheduler_placeholder_id'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88'}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for key, error in wos_errors.items():\n",
    "    print(key)\n",
    "    print(error)\n",
    "    print(\"\")\n",
    "    #db.collection(\"tasks\").document(key).update({\n",
    "    #    u\"state\": u\"open\",\n",
    "    #    u\"lastUpdated\": error[\"created\"]\n",
    "    #})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.cloud import bigquery\n",
    "client = bigquery.Client()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Details for job 3689e3bd-8576-4687-9a28-7f52ca86f1a8 running in us:\n",
      "\tType: load\n",
      "\tState: DONE\n",
      "\tCreated: 2018-11-21 11:59:45.148000+00:00\n",
      "\tRows: 257\n",
      "None None <bound method _AsyncJob.done of <google.cloud.bigquery.job.LoadJob object at 0x120bbed30>>\n"
     ]
    }
   ],
   "source": [
    "job_id = \"3689e3bd-8576-4687-9a28-7f52ca86f1a8\"\n",
    "location = \"us\"\n",
    "\n",
    "job = client.get_job(job_id, location=location)  # API request\n",
    "\n",
    "# Print selected job properties\n",
    "print('Details for job {} running in {}:'.format(job_id, location))\n",
    "print('\\tType: {}\\n\\tState: {}\\n\\tCreated: {}\\n\\tRows: {}'.format(\n",
    "    job.job_type, job.state, job.created, job.output_rows))\n",
    "\n",
    "print(job.error_result, job.errors)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "28\n"
     ]
    }
   ],
   "source": [
    "task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error\").get()\n",
    "task_errors = {}\n",
    "for task in task_error_docs:\n",
    "    task_dict = task.to_dict()\n",
    "    #objects.append(task_dict[\"fetch\"][\"blob_name\"])\n",
    "    #print(\"\")\n",
    "    task_errors[task.id] = task_dict\n",
    "print(len(task_errors))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "27\n"
     ]
    }
   ],
   "source": [
    "failed_bq = {}\n",
    "for key, task in task_errors.items():\n",
    "    if len(task['load']['bigquery_job_id']) > 5:\n",
    "        failed_bq[key] = task\n",
    "print(len(failed_bq))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 286,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Details for job f0c84549-8cae-450f-b8d0-5bbf879bee47 running in us with task_id 1034eb22-d580-4f5a-93d3-078c74ea5500:\n",
      "\tType: load\n",
      "\tState: DONE\n",
      "\tError: None\n",
      "\tCreated: 2018-11-22 00:46:34.658000+00:00\n",
      "\tRows: 446\n",
      "Details for job 4127e277-b9c7-4d01-8aa1-2b5e810ea39f running in us with task_id 132068ad-90b4-423e-a3a8-917aaecbb571:\n",
      "Details for job 08d11c4b-2da3-488a-9623-f051877555e5 running in us with task_id 1c1ac2b0-6af9-4776-b5cf-199f830d3f35:\n",
      "Details for job 2c75f38a-2480-4a8f-95d1-9ead1c9f56d9 running in us with task_id 2b5225ae-4573-4031-bdcb-7aa6b7862b92:\n",
      "Details for job f16ff213-f0ed-46e2-96d3-d89a30394cad running in us with task_id 32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee:\n",
      "\tType: load\n",
      "\tState: DONE\n",
      "\tError: None\n",
      "\tCreated: 2018-11-26 08:39:23.625000+00:00\n",
      "\tRows: 230\n",
      "Details for job 1d430d3b-2602-4e96-8a9e-357373246dfb running in us with task_id 3aab61cd-ddf2-4ab2-9cd2-090be11c35c3:\n",
      "Details for job 56009cea-960d-49fc-b2cb-f5082e841b27 running in us with task_id 3d5487bf-1eb8-4108-9ce2-c8f214e72328:\n",
      "Details for job 4a4916e0-6a39-4a10-9049-51a0c78bf887 running in us with task_id 48b62216-4a53-4454-ae49-fe34a7e04d45:\n",
      "Details for job f20f92dc-fcba-4784-b619-35ded1f8bae9 running in us with task_id 553a6137-3724-41ff-b349-e7886f05b26d:\n",
      "Details for job 2a2c69e7-b18b-45ec-948d-e10c92813bb5 running in us with task_id 6603bce6-94df-4fc7-bedb-dd83069431e4:\n",
      "\tType: load\n",
      "\tState: DONE\n",
      "\tError: None\n",
      "\tCreated: 2018-11-26 08:59:39.049000+00:00\n",
      "\tRows: 740\n",
      "Details for job 3689e3bd-8576-4687-9a28-7f52ca86f1a8 running in us with task_id 6c99f141-423e-4358-99bf-2c1c4a4a23b7:\n",
      "\tType: load\n",
      "\tState: DONE\n",
      "\tError: None\n",
      "\tCreated: 2018-11-21 11:59:45.148000+00:00\n",
      "\tRows: 257\n",
      "Details for job 23e70d3b-7183-47f5-ba8e-52e9aeab0df5 running in us with task_id 72c8beb0-7d4c-4d61-afe2-44d5a988e8ec:\n",
      "Details for job 7b5e73c7-14eb-415f-81ae-9859dd080782 running in us with task_id 74d9a525-c167-4979-b6fa-5ba41b393ab4:\n",
      "Details for job 2025fdd8-886e-44ce-b4d0-f9e845f4462b running in us with task_id 7ab6bfd3-911b-4378-b3f0-5db2077f37d9:\n",
      "Details for job 9d3960f3-7893-415e-8e87-a07eb127a81c running in us with task_id 88dcf05d-775e-44c9-ac35-4cdd9bb4c642:\n",
      "Details for job da79487f-a693-433c-bf13-1e3988dcb03e running in us with task_id 9b191929-af8b-4a34-a1e5-8676bead2c0e:\n",
      "Details for job 629ee755-ea27-4d9d-a559-86c5d4b93dfa running in us with task_id 9f24b372-7fa1-45c3-86e5-e8fc06072864:\n",
      "Details for job 873eb4d6-1885-41bd-bff8-7b8e0bdab422 running in us with task_id a09acf89-4ffa-472e-8ab7-02f0d37742e0:\n",
      "Details for job 6601759a-6c27-4361-b2ee-d76bb465a4c4 running in us with task_id aea359ed-26d9-4138-bea3-e7b69417310b:\n",
      "Details for job 9a31b0b6-5afd-455d-9d39-5195f9b308e7 running in us with task_id b4d201f2-337f-4b87-946f-3b566b14bd87:\n",
      "Details for job 4cbdeee0-71aa-44b4-b290-5fe219012358 running in us with task_id c56a9a4e-45c8-4bc7-bdd5-27fb0de58183:\n",
      "Details for job 98e9fe1a-d7a8-425d-9081-70f2be8b1dda running in us with task_id d0892929-df20-4ca7-aa26-908202ca308e:\n",
      "Details for job 68a1de60-f276-4c4d-97e7-f927bfbc8499 running in us with task_id d3296a8e-d37e-45ff-a7eb-62ed629da70a:\n",
      "Details for job 5360b1c7-6b4e-44bb-8e52-e5eec5499d97 running in us with task_id de9f63a3-566d-4071-a3b9-5f28cee656ac:\n",
      "Details for job 3353641a-0301-428b-aed6-2971dd3e77e8 running in us with task_id e34e36c8-66b4-46fc-9352-c584b73ba3cb:\n",
      "Details for job 40ad6689-24ab-41e5-8ecf-c6f131619e77 running in us with task_id e6d13659-6740-4f9d-911f-c4d238b75418:\n",
      "Details for job 1fc084d4-8d9b-4d8f-bf09-9aa584cf094f running in us with task_id f7f32a98-136b-4b03-98b7-5047f6dbb17f:\n"
     ]
    }
   ],
   "source": [
    "good = {}\n",
    "bad_accounted_for = {}\n",
    "bad = {}\n",
    "good_tasks = {}\n",
    "\n",
    "for key, task in failed_bq.items():\n",
    "    job_id = task['load']['bigquery_job_id']\n",
    "    location = \"us\"\n",
    "    job = client.get_job(job_id, location=location)\n",
    "    print('Details for job {} running in {} with task_id {}:'.format(job_id, location, key))\n",
    "    try:\n",
    "        output_rows = job.output_rows\n",
    "    except:\n",
    "        output_rows = 0\n",
    "        \n",
    "    if job.error_result != None:  \n",
    "        #print('\\tType: {}\\n\\tState: {}\\n\\tError: {}\\n\\tCreated: {}\\n\\tRows: {}'.format(\n",
    "        #    job.job_type, job.state, job.error_result, job.created, output_rows))\n",
    "        if job_id in accounted_for:\n",
    "            bad_accounted_for[key] = job\n",
    "        else:\n",
    "            bad[key] = job\n",
    "    else:\n",
    "        good[key] = job\n",
    "        good_tasks[key] = task\n",
    "        print('\\tType: {}\\n\\tState: {}\\n\\tError: {}\\n\\tCreated: {}\\n\\tRows: {}'.format(\n",
    "            job.job_type, job.state, job.error_result, job.created, output_rows))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Details for job f20f92dc-fcba-4784-b619-35ded1f8bae9 running in us with task_id 553a6137-3724-41ff-b349-e7886f05b26d:\n",
    "#Details for job 873eb4d6-1885-41bd-bff8-7b8e0bdab422 running in us with task_id a09acf89-4ffa-472e-8ab7-02f0d37742e0:\n",
    "#Details for job 629ee755-ea27-4d9d-a559-86c5d4b93dfa running in us with task_id 9f24b372-7fa1-45c3-86e5-e8fc06072864:\n",
    "#Details for job 1fc084d4-8d9b-4d8f-bf09-9aa584cf094f running in us with task_id f7f32a98-136b-4b03-98b7-5047f6dbb17f:\n",
    "#Details for job 7b5e73c7-14eb-415f-81ae-9859dd080782 running in us with task_id 74d9a525-c167-4979-b6fa-5ba41b393ab4:\n",
    "#Details for job 9a31b0b6-5afd-455d-9d39-5195f9b308e7 running in us with task_id b4d201f2-337f-4b87-946f-3b566b14bd87:\n",
    "#Details for job 4a4916e0-6a39-4a10-9049-51a0c78bf887 running in us with task_id 48b62216-4a53-4454-ae49-fe34a7e04d45:\n",
    "\n",
    "accounted_for = [\"f20f92dc-fcba-4784-b619-35ded1f8bae9\", \"873eb4d6-1885-41bd-bff8-7b8e0bdab422\", \n",
    "                 \"629ee755-ea27-4d9d-a559-86c5d4b93dfa\", \"1fc084d4-8d9b-4d8f-bf09-9aa584cf094f\",\n",
    "                 \"7b5e73c7-14eb-415f-81ae-9859dd080782\", \"9a31b0b6-5afd-455d-9d39-5195f9b308e7\",\n",
    "                 \"4a4916e0-6a39-4a10-9049-51a0c78bf887\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4\n",
      "7\n",
      "16\n"
     ]
    }
   ],
   "source": [
    "print(len(good))\n",
    "print(len(bad_accounted_for))\n",
    "print(len(bad))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "with open(\"/Users/277594b/Documents/repos/coki-firebase/bigquery_resource__logs__2018-11-27T11-16.json\") as f:\n",
    "    data = json.load(f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 246,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gs://coki-parsed-doi/v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 272; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 272; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 50862.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.4305.2/wos/2007-11/2018-11-27 15:07:06.161231+00:00_1c1ac2b0-6af9-4776-b5cf-199f830d3f35.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 40; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 40; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 7370.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.9486.3/wos/2018-10/2018-11-27 13:13:03.929188+00:00_88dcf05d-775e-44c9-ac35-4cdd9bb4c642.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 13; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 13; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 2290.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.9486.3/wos/2018-07/2018-11-27 13:10:04.556855+00:00_132068ad-90b4-423e-a3a8-917aaecbb571.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 374; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 374; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 71797.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.9486.3/wos/2017-04/2018-11-27 13:02:06.653009+00:00_e34e36c8-66b4-46fc-9352-c584b73ba3cb.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 344; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 344; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 64239.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.9486.3/wos/2016-12/2018-11-27 12:58:04.393392+00:00_de9f63a3-566d-4071-a3b9-5f28cee656ac.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 86; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 86; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 16021.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.9486.3/wos/2015-07/2018-11-27 12:47:04.222249+00:00_7ab6bfd3-911b-4378-b3f0-5db2077f37d9.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 33; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 33; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 5947.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.26999.3d/wos/2018-07/2018-11-27 12:31:04.237055+00:00_aea359ed-26d9-4138-bea3-e7b69417310b.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 494; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 494; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 94838.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.26999.3d/wos/2018-01/2018-11-27 12:28:04.543540+00:00_72c8beb0-7d4c-4d61-afe2-44d5a988e8ec.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1236; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1236; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 234135.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.26999.3d/wos/2016-12/2018-11-27 12:18:03.791735+00:00_2b5225ae-4573-4031-bdcb-7aa6b7862b92.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 695; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 695; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 134100.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.30055.33/wos/2018-01/2018-11-27 11:42:04.312420+00:00_e6d13659-6740-4f9d-911f-c4d238b75418.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 860; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 860; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 167377.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.116068.8/wos/2014-12/2018-11-27 08:38:12.901620+00:00_c56a9a4e-45c8-4bc7-bdd5-27fb0de58183.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 356; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 356; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 67913.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.4305.2/wos/2017-12/2018-11-27 07:36:07.314357+00:00_d0892929-df20-4ca7-aa26-908202ca308e.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 320; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 320; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 60411.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.4305.2/wos/2017-08/2018-11-27 07:32:08.042684+00:00_d3296a8e-d37e-45ff-a7eb-62ed629da70a.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 408; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 408; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 77965.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048307+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 8999; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 8999; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 1755529.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.34980.36/wos/2016-12/2018-11-26 08:44:19.781894+00:00_9f24b372-7fa1-45c3-86e5-e8fc06072864.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 20; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 20; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 3716.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.11899.38/wos/2018-07/2018-11-22 01:40:25.018855+00:00_553a6137-3724-41ff-b349-e7886f05b26d.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 516; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 516; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 99849.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.11899.38/wos/2017-04/2018-11-22 01:23:29.803789+00:00_f7f32a98-136b-4b03-98b7-5047f6dbb17f.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 317; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 317; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 59870.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.83440.3b/wos/2018-03/2018-11-21 21:50:17.974400+00:00_74d9a525-c167-4979-b6fa-5ba41b393ab4.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1185; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1185; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 227260.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.14476.30/wos/2017-01/2018-11-21 19:59:21.380715+00:00_b4d201f2-337f-4b87-946f-3b566b14bd87.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1635; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 1635; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 311935.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.254444.7/wos/2018-07/2018-11-21 10:19:17.754990+00:00_48b62216-4a53-4454-ae49-fe34a7e04d45.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 200; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 200; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 37362.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.8664.c/wos/2018-06/2018-11-21 08:46:20.220902+00:00_3aab61cd-ddf2-4ab2-9cd2-090be11c35c3.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 25; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 25; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 4595.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.8664.c/wos/2016-10/2018-11-21 06:59:16.915000+00:00_9b191929-af8b-4a34-a1e5-8676bead2c0e.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 21; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 21; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 3809.'}]}\n",
      "\n",
      "gs://coki-parsed-doi/v1/grid.83440.3b/msa/2014-01/2018-11-21 05:36:20.048306+00:00_a09acf89-4ffa-472e-8ab7-02f0d37742e0.csv\n",
      "{'state': 'DONE', 'error': {'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 8999; errors: 1. Please look into the error stream for more details.'}, 'additionalErrors': [{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 8999; errors: 1. Please look into the error stream for more details.'}, {'code': 3, 'message': 'Error while reading data, error message: Too many values in row starting at position: 1755529.'}]}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "uris = []\n",
    "for error in data:\n",
    "    print(error['protoPayload']['serviceData']['jobCompletedEvent']['job']['jobConfiguration']['load']['sourceUris'][0])\n",
    "    print(error['protoPayload']['serviceData']['jobCompletedEvent']['job']['jobStatus'])\n",
    "    print(\"\")\n",
    "    uris.append(error['protoPayload']['serviceData']['jobCompletedEvent']['job']['jobConfiguration']['load']['sourceUris'][0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'code': 3, 'message': 'Error while reading data, error message: CSV table encountered too many errors, giving up. Rows: 272; errors: 1. Please look into the error stream for more details.'}\n"
     ]
    }
   ],
   "source": [
    "print(data[0]['protoPayload']['status'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 237,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "\n",
    "csv_data = []\n",
    "\n",
    "with open(\"/Users/277594b/Documents/repos/coki-firebase/job_understand.csv\") as csvfile:\n",
    "    reader = csv.DictReader(csvfile)\n",
    "    \n",
    "    for row in reader:\n",
    "        csv_data.append(row)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 238,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "381"
      ]
     },
     "execution_count": 238,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(csv_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 240,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1016/j.wear.2007.12.015'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1111/j.1468-0289.2007.0041.x'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
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      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
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      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1016/j.breast.2008.02.003'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1016/j.tcs.2008.04.027'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1111/j.1460-9568.2008.06389.x'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1111/j.1365-2133.2008.08701.x'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1109/JMEMS.2008.924270'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1111/j.1365-2702.2007.02166.x'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1097/CCM.0b013e318181140f'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1371/journal.pmed.0050168'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1016/j.jaci.2008.05.028'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
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      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1007/s10654-008-9249-z'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1038/nbt.1411'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevC.78.025210'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1088/1748-0221/3/08/S08005'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevD.78.034023'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevD.78.034008'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevD.78.032005'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevLett.101.082001'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', ''), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevLett.101.081801'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n",
      "OrderedDict([('10.1111/j.1471-8847.2007.00217.x', '10.1103/PhysRevLett.101.071801'), ('', ''), ('grid.4305.2', 'grid.4305.2'), ('wos', 'wos'), ('2008-08', '2008-08'), ('2018-11-27 15:16:06.894621+00:00', '2018-11-27 15:16:06.894621+00:00'), ('3d5487bf-1eb8-4108-9ce2-c8f214e72328', '3d5487bf-1eb8-4108-9ce2-c8f214e72328')])\n"
     ]
    }
   ],
   "source": [
    "for row in csv_data:\n",
    "    print(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 241,
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.cloud import storage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 242,
   "metadata": {},
   "outputs": [],
   "source": [
    "def rename_blob(bucket_name, blob_name, new_name):\n",
    "    \"\"\"Renames a blob.\"\"\"\n",
    "    storage_client = storage.Client()\n",
    "    bucket = storage_client.get_bucket(bucket_name)\n",
    "    blob = bucket.blob(blob_name)\n",
    "\n",
    "    new_blob = bucket.rename_blob(blob, new_name)\n",
    "\n",
    "    print('Blob {} has been renamed to {}'.format(\n",
    "        blob.name, new_blob.name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 245,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Blob output.csv has been renamed to output1.csv\n"
     ]
    }
   ],
   "source": [
    "rename_blob(\"coki-tmp\", \"output.csv\", \"output1.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 247,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "24"
      ]
     },
     "execution_count": 247,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(uris)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 248,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'gs://coki-parsed-doi/v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.csv'"
      ]
     },
     "execution_count": 248,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uris[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 257,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1'"
      ]
     },
     "execution_count": 257,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uris[0][73]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 262,
   "metadata": {},
   "outputs": [
    {
     "ename": "NotFound",
     "evalue": "404 POST https://www.googleapis.com/storage/v1/b/coki-fetched-doi/o/v1%2Fgrid.4305.2%2Fwos%2F2008-08%2F2018-11-27%2015%3A16%3A06.894621%2B00%3A00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json/copyTo/b/coki-fetched-doi/o/v1%2Fgrid.4305.2%2Fwos%2F2008-08%2F2018-11-27%2015%3A16%3A06.894622%2B00%3A00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json: No such object: coki-fetched-doi/v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNotFound\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-262-9fd7ab24fd47>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m rename_blob(\"coki-fetched-doi\", \"v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json\", \n\u001b[0;32m----> 2\u001b[0;31m             \"v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894622+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json\")\n\u001b[0m",
      "\u001b[0;32m<ipython-input-242-0900c2bdb4cb>\u001b[0m in \u001b[0;36mrename_blob\u001b[0;34m(bucket_name, blob_name, new_name)\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0mblob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbucket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mblob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblob_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m     \u001b[0mnew_blob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbucket\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrename_blob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblob\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      8\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      9\u001b[0m     print('Blob {} has been renamed to {}'.format(\n",
      "\u001b[0;32m~/anaconda3/lib/python3.7/site-packages/google/cloud/storage/bucket.py\u001b[0m in \u001b[0;36mrename_blob\u001b[0;34m(self, blob, new_name, client)\u001b[0m\n\u001b[1;32m    927\u001b[0m         \u001b[0;34m:\u001b[0m\u001b[0mreturns\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mThe\u001b[0m \u001b[0mnewly\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mrenamed\u001b[0m \u001b[0mblob\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    928\u001b[0m         \"\"\"\n\u001b[0;32m--> 929\u001b[0;31m         \u001b[0mnew_blob\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy_blob\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblob\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnew_name\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclient\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    930\u001b[0m         \u001b[0mblob\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdelete\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    931\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mnew_blob\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.7/site-packages/google/cloud/storage/bucket.py\u001b[0m in \u001b[0;36mcopy_blob\u001b[0;34m(self, blob, destination_bucket, new_name, client, preserve_acl, source_generation)\u001b[0m\n\u001b[1;32m    890\u001b[0m             \u001b[0mpath\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mapi_path\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    891\u001b[0m             \u001b[0mquery_params\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mquery_params\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 892\u001b[0;31m             \u001b[0m_target_object\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnew_blob\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    893\u001b[0m         )\n\u001b[1;32m    894\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.7/site-packages/google/cloud/_http.py\u001b[0m in \u001b[0;36mapi_request\u001b[0;34m(self, method, path, query_params, data, content_type, headers, api_base_url, api_version, expect_json, _target_object)\u001b[0m\n\u001b[1;32m    291\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    292\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;36m200\u001b[0m \u001b[0;34m<=\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstatus_code\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m300\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 293\u001b[0;31m             \u001b[0;32mraise\u001b[0m \u001b[0mexceptions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_http_response\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    294\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    295\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mexpect_json\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNotFound\u001b[0m: 404 POST https://www.googleapis.com/storage/v1/b/coki-fetched-doi/o/v1%2Fgrid.4305.2%2Fwos%2F2008-08%2F2018-11-27%2015%3A16%3A06.894621%2B00%3A00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json/copyTo/b/coki-fetched-doi/o/v1%2Fgrid.4305.2%2Fwos%2F2008-08%2F2018-11-27%2015%3A16%3A06.894622%2B00%3A00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json: No such object: coki-fetched-doi/v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json"
     ]
    }
   ],
   "source": [
    "rename_blob(\"coki-fetched-doi\", \"v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894621+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json\", \n",
    "            \"v1/grid.4305.2/wos/2008-08/2018-11-27 15:16:06.894622+00:00_3d5487bf-1eb8-4108-9ce2-c8f214e72328.json\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 278,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1034eb22-d580-4f5a-93d3-078c74ea5500 {'created': '2018-11-21 04:01:54.683597+00:00', 'externalIdentifier': 'Universidad Nacional Autonoma de Mexico', 'month': '2016-06', 'load': {'eventId': '', 'timestamp': '2018-11-22 00:46:24.204666+00:00', 'bigquery_job_id': 'f0c84549-8cae-450f-b8d0-5bbf879bee47'}, 'gridId': 'grid.9486.3', 'active': True, 'previousTask': None, 'fetch': {'timestamp': '2018-11-22 00:46:24.204666+00:00', 'eventId': '', 'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.json'}, 'source': 'wos', 'state': 'error', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '303321092368381', 'timestamp': '2018-11-22 00:46:24.192535+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.csv', 'timestamp': '2018-11-22 00:46:24.204666+00:00'}}\n",
      "\n",
      "32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee {'fetch': {'timestamp': '2018-11-26 08:39:18.038671+00:00', 'eventId': '', 'blob_name': 'v1/grid.34980.36/wos/2016-02/2018-11-26 08:39:18.038671+00:00_32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee.json'}, 'source': 'wos', 'state': 'error', 'dispatch': {'pubsub_message_id': '306892988850383', 'timestamp': '2018-11-26 08:39:17.992601+00:00', 'eventId': 'scheduler_placeholder_id'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'blob_name': 'v1/grid.34980.36/wos/2016-02/2018-11-26 08:39:18.038671+00:00_32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee.csv', 'eventId': 'placeholder', 'timestamp': '2018-11-26 08:39:18.038671+00:00'}, 'created': '2018-11-21 04:01:26.183270+00:00', 'externalIdentifier': 'Indian Institute of Science IISC - Bangalore', 'month': '2016-02', 'load': {'eventId': '', 'timestamp': '2018-11-26 08:39:18.038671+00:00', 'bigquery_job_id': 'f16ff213-f0ed-46e2-96d3-d89a30394cad'}, 'gridId': 'grid.34980.36', 'previousTask': None, 'active': True}\n",
      "\n",
      "6603bce6-94df-4fc7-bedb-dd83069431e4 {'gridId': 'grid.116068.8', 'previousTask': None, 'active': True, 'fetch': {'blob_name': 'v1/grid.116068.8/wos/2014-10/2018-11-26 08:59:09.247485+00:00_6603bce6-94df-4fc7-bedb-dd83069431e4.json', 'eventId': '', 'timestamp': '2018-11-26 08:59:09.247485+00:00'}, 'source': 'wos', 'state': 'error', 'dispatch': {'timestamp': '2018-11-26 08:59:09.182880+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '306899059634286'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'eventId': 'placeholder', 'blob_name': 'v1/grid.116068.8/wos/2014-10/2018-11-26 08:59:09.247485+00:00_6603bce6-94df-4fc7-bedb-dd83069431e4.csv', 'timestamp': '2018-11-26 08:59:09.247485+00:00'}, 'created': '2018-11-21 04:01:33.182854+00:00', 'externalIdentifier': 'Massachusetts Institute of Technology MIT', 'month': '2014-10', 'load': {'bigquery_job_id': '2a2c69e7-b18b-45ec-948d-e10c92813bb5', 'eventId': '', 'timestamp': '2018-11-26 08:59:09.247485+00:00'}}\n",
      "\n",
      "6c99f141-423e-4358-99bf-2c1c4a4a23b7 {'source': 'scopus', 'state': 'error', 'dispatch': {'timestamp': '2018-11-21 11:58:22.243647+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302807612009901'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.csv', 'eventId': 'placeholder'}, 'created': '2018-11-21 04:01:47.279082+00:00', 'month': '2017-10', 'externalIdentifier': '60000356', 'load': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'bigquery_job_id': '3689e3bd-8576-4687-9a28-7f52ca86f1a8', 'eventId': ''}, 'gridId': 'grid.7836.a', 'previousTask': None, 'active': True, 'fetch': {'eventId': '', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.json', 'timestamp': '2018-11-21 11:58:22.254580+00:00'}}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for key, item in good_tasks.items():\n",
    "    print(key, item)\n",
    "    print(\"\")\n",
    "    db.collection(\"tasks\").document(key).update({\n",
    "        u\"state\": u\"error-not_actually-failed\",\n",
    "        u\"lastUpdated\": item[\"created\"]\n",
    "    })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 285,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1034eb22-d580-4f5a-93d3-078c74ea5500\n",
      "{'created': '2018-11-21 04:01:54.683597+00:00', 'externalIdentifier': 'Universidad Nacional Autonoma de Mexico', 'month': '2016-06', 'load': {'timestamp': '2018-11-22 00:46:24.204666+00:00', 'bigquery_job_id': 'f0c84549-8cae-450f-b8d0-5bbf879bee47', 'eventId': ''}, 'gridId': 'grid.9486.3', 'previousTask': None, 'active': True, 'fetch': {'eventId': '', 'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.json', 'timestamp': '2018-11-22 00:46:24.204666+00:00'}, 'source': 'wos', 'lastUpdated': '2018-11-21 04:01:54.683597+00:00', 'state': 'error-not_actually-failed', 'dispatch': {'timestamp': '2018-11-22 00:46:24.192535+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '303321092368381'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.csv', 'eventId': 'placeholder', 'timestamp': '2018-11-22 00:46:24.204666+00:00'}}\n",
      "\n",
      "32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee\n",
      "{'created': '2018-11-21 04:01:26.183270+00:00', 'externalIdentifier': 'Indian Institute of Science IISC - Bangalore', 'month': '2016-02', 'load': {'eventId': '', 'timestamp': '2018-11-26 08:39:18.038671+00:00', 'bigquery_job_id': 'f16ff213-f0ed-46e2-96d3-d89a30394cad'}, 'gridId': 'grid.34980.36', 'previousTask': None, 'active': True, 'fetch': {'eventId': '', 'blob_name': 'v1/grid.34980.36/wos/2016-02/2018-11-26 08:39:18.038671+00:00_32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee.json', 'timestamp': '2018-11-26 08:39:18.038671+00:00'}, 'source': 'wos', 'lastUpdated': '2018-11-21 04:01:26.183270+00:00', 'state': 'error-not_actually-failed', 'dispatch': {'timestamp': '2018-11-26 08:39:17.992601+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '306892988850383'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-26 08:39:18.038671+00:00', 'eventId': 'placeholder', 'blob_name': 'v1/grid.34980.36/wos/2016-02/2018-11-26 08:39:18.038671+00:00_32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee.csv'}}\n",
      "\n",
      "6603bce6-94df-4fc7-bedb-dd83069431e4\n",
      "{'gridId': 'grid.116068.8', 'previousTask': None, 'active': True, 'fetch': {'eventId': '', 'blob_name': 'v1/grid.116068.8/wos/2014-10/2018-11-26 08:59:09.247485+00:00_6603bce6-94df-4fc7-bedb-dd83069431e4.json', 'timestamp': '2018-11-26 08:59:09.247485+00:00'}, 'source': 'wos', 'lastUpdated': '2018-11-21 04:01:33.182854+00:00', 'state': 'error-not_actually-failed', 'dispatch': {'timestamp': '2018-11-26 08:59:09.182880+00:00', 'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '306899059634286'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-26 08:59:09.247485+00:00', 'eventId': 'placeholder', 'blob_name': 'v1/grid.116068.8/wos/2014-10/2018-11-26 08:59:09.247485+00:00_6603bce6-94df-4fc7-bedb-dd83069431e4.csv'}, 'created': '2018-11-21 04:01:33.182854+00:00', 'externalIdentifier': 'Massachusetts Institute of Technology MIT', 'month': '2014-10', 'load': {'bigquery_job_id': '2a2c69e7-b18b-45ec-948d-e10c92813bb5', 'eventId': '', 'timestamp': '2018-11-26 08:59:09.247485+00:00'}}\n",
      "\n",
      "6c99f141-423e-4358-99bf-2c1c4a4a23b7\n",
      "{'created': '2018-11-21 04:01:47.279082+00:00', 'externalIdentifier': '60000356', 'month': '2017-10', 'load': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'bigquery_job_id': '3689e3bd-8576-4687-9a28-7f52ca86f1a8', 'eventId': ''}, 'gridId': 'grid.7836.a', 'active': True, 'previousTask': None, 'fetch': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'eventId': '', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.json'}, 'source': 'scopus', 'lastUpdated': '2018-11-21 04:01:47.279082+00:00', 'state': 'error-not_actually-failed', 'dispatch': {'eventId': 'scheduler_placeholder_id', 'pubsub_message_id': '302807612009901', 'timestamp': '2018-11-21 11:58:22.243647+00:00'}, 'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88', 'parse': {'timestamp': '2018-11-21 11:58:22.254580+00:00', 'eventId': 'placeholder', 'blob_name': 'v1/grid.7836.a/scopus/2017-10/2018-11-21 11:58:22.254580+00:00_6c99f141-423e-4358-99bf-2c1c4a4a23b7.csv'}}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"error-not_actually-failed\").get()\n",
    "task_errors = {}\n",
    "for task in task_error_docs:\n",
    "    db.collection(\"tasks\").document(task.id).update({\n",
    "        #u\"state\": u\"open\",\n",
    "        #u\"lastUpdated\": item[\"created\"]\n",
    "        u\"load.results\": \n",
    "    })\n",
    "    print(task.id)\n",
    "    print(task.to_dict())\n",
    "    print(\"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 287,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "update_time {\n",
       "  seconds: 1543383906\n",
       "  nanos: 446140000\n",
       "}"
      ]
     },
     "execution_count": 287,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"1034eb22-d580-4f5a-93d3-078c74ea5500\").update({\n",
    "    u\"load.results\": 446,\n",
    "    u\"state\": u\"loaded\"\n",
    "})\n",
    "db.collection(\"tasks\").document(\"32aa8cdd-b65d-4d29-be1c-eeea4d2f73ee\").update({\n",
    "    u\"state\": u\"loaded\",\n",
    "    u\"load.results\": 230\n",
    "})\n",
    "db.collection(\"tasks\").document(\"6603bce6-94df-4fc7-bedb-dd83069431e4\").update({\n",
    "    u\"state\": u\"loaded\",\n",
    "    u\"load.results\": 740\n",
    "})\n",
    "db.collection(\"tasks\").document(\"6c99f141-423e-4358-99bf-2c1c4a4a23b7\").update({\n",
    "    u\"state\": u\"loaded\",\n",
    "    u\"load.results\": 257\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 320,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "0\n",
      "0\n"
     ]
    }
   ],
   "source": [
    "counts = {\n",
    "    \"wos\": 0,\n",
    "    \"scopus\": 0,\n",
    "    \"msa\": 0\n",
    "}\n",
    "\n",
    "task_error_docs = db.collection(\"tasks\").where(u'state', u'==', \"loaded\").get()\n",
    "for task in task_error_docs:\n",
    "    counts[task.to_dict()[\"source\"]] += 1\n",
    "    print(task.to_dict())\n",
    "    print(task.id)\n",
    "    print(\"\")\n",
    "\n",
    "print(counts[\"wos\"])\n",
    "print(counts[\"scopus\"])\n",
    "print(counts[\"msa\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 319,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "update_time {\n",
       "  seconds: 1543554426\n",
       "  nanos: 662898000\n",
       "}"
      ]
     },
     "execution_count": 319,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"3b7cc72f-ca7b-450b-a562-a82ad07df984\").update({\n",
    "    u\"state\": u\"open\"\n",
    "})\n",
    "db.collection(\"tasks\").document(\"a5ae334a-6ff1-434e-bd54-ee8aa4713182\").update({\n",
    "    u\"state\": u\"open\"\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 340,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n"
     ]
    }
   ],
   "source": [
    "qwerty = db.collection(\"tasks\").where(u'state', u'==', \"open\").get()\n",
    "count = 0\n",
    "for task in qwerty:\n",
    "    count += 1\n",
    "    \n",
    "print(count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 509,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{   'active': True,\n",
      "    'created': '2018-11-21 04:01:54.390492+00:00',\n",
      "    'dispatch': {   'eventId': 'scheduler_placeholder_id',\n",
      "                    'pubsub_message_id': '302870967633969',\n",
      "                    'timestamp': '2018-11-21 13:56:20.199995+00:00'},\n",
      "    'externalIdentifier': '60032442',\n",
      "    'fetch': {   'blob_name': 'v1/grid.9486.3/scopus/2014-06/2018-11-21 '\n",
      "                              '13:56:20.684890+00:00_22225168-0522-46f9-b2c3-5e7ef838b43d.json',\n",
      "                 'eventId': '',\n",
      "                 'timestamp': '2018-11-21 13:56:20.684890+00:00'},\n",
      "    'gridId': 'grid.9486.3',\n",
      "    'lastUpdated': '2018-12-12 04:31:19.930756+00:00',\n",
      "    'load': {   'bigquery_job_id': '605d7482-0130-47c1-af8f-6017ae951a14',\n",
      "                'eventId': '',\n",
      "                'results': 329,\n",
      "                'timestamp': '2018-11-21 13:56:20.684890+00:00'},\n",
      "    'month': '2014-06',\n",
      "    'parse': {   'blob_name': 'v2/grid.9486.3/scopus/2014-06/2018-11-21 '\n",
      "                              '13:56:20.684890+00:00_22225168-0522-46f9-b2c3-5e7ef838b43d.csv',\n",
      "                 'errorMessage': '',\n",
      "                 'no_doi_in_record': 53,\n",
      "                 'results': 329,\n",
      "                 'state': 'completed',\n",
      "                 'timestamp': '2018-11-21 13:56:20.684890+00:00',\n",
      "                 'version': 2},\n",
      "    'previousTask': None,\n",
      "    'source': 'scopus',\n",
      "    'state': 'parsed',\n",
      "    'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88'}\n"
     ]
    }
   ],
   "source": [
    "single = db.collection(\"tasks\").document(\"22225168-0522-46f9-b2c3-5e7ef838b43d\").get()\n",
    "single_dict = single.to_dict()\n",
    "pp.pprint(single_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 360,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "seconds: 1544498924\n",
       "nanos: 386359000"
      ]
     },
     "execution_count": 360,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"1034eb22-d580-4f5a-93d3-078c74ea5599\").delete()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 358,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "update_time {\n",
       "  seconds: 1544498037\n",
       "  nanos: 166986000\n",
       "}"
      ]
     },
     "execution_count": 358,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"1034eb22-d580-4f5a-93d3-078c74ea5599\").set({   \n",
    "    'active': True,\n",
    "    'created': '2018-11-21 04:01:54.683597+00:00',\n",
    "    'dispatch': {   'eventId': 'scheduler_placeholder_id',\n",
    "                    'pubsub_message_id': '303321092368381',\n",
    "                    'timestamp': '2018-11-22 00:46:24.192535+00:00'},\n",
    "    'externalIdentifier': 'Universidad Nacional Autonoma de Mexico',\n",
    "    'fetch': {   'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 '\n",
    "                              '00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5599.json',\n",
    "                 'eventId': '',\n",
    "                 'timestamp': '2018-11-22 00:46:24.204666+00:00'},\n",
    "    'gridId': 'grid.9486.3',\n",
    "    'lastUpdated': '2018-11-21 04:01:54.683597+00:00',\n",
    "    'load': {   'bigquery_job_id': 'f0c84549-8cae-450f-b8d0-5bbf879bee47',\n",
    "                'eventId': '',\n",
    "                'results': 446,\n",
    "                'timestamp': '2018-11-22 00:46:24.204666+00:00'},\n",
    "    'month': '2016-06',\n",
    "    'parse': {   'blob_name': 'v1/grid.9486.3/wos/2016-06/2018-11-22 '\n",
    "                              '00:46:24.204666+00:00_1034eb22-d580-4f5a-93d3-078c74ea5500.csv',\n",
    "                 'eventId': 'placeholder',\n",
    "                 'timestamp': '2018-11-22 00:46:24.204666+00:00'},\n",
    "    'previousTask': None,\n",
    "    'source': 'wos',\n",
    "    'state': 'fetched',\n",
    "    'tasking_id': 'c862c7b3-593e-46f5-82da-2e47b9a0da88'\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "00503459-f7be-4ff3-8d84-e6276905f999\n",
    "3b7cc72f-ca7b-450b-a562-a82ad07df999"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 514,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "475\n",
      "{'00be6734-6366-419c-abbd-d6a2cc1c1a8c': 'v1/grid.434933.a/wos/2014-12/2018-11-22 01:57:27.082238+00:00_00be6734-6366-419c-abbd-d6a2cc1c1a8c.json', '0109ce5b-900e-4fc8-94dc-4b80351b80d3': 'v1/grid.434933.a/wos/2013-09/2018-12-04 06:08:09.257734+00:00_0109ce5b-900e-4fc8-94dc-4b80351b80d3.json', '0113ddbe-5c85-4802-8a3b-c5b56a3f5c6f': 'v1/grid.434933.a/wos/2001-08/2018-12-04 03:43:00.932293+00:00_0113ddbe-5c85-4802-8a3b-c5b56a3f5c6f.json', '01c40e98-33b7-40a3-a108-a17f0a71a639': 'v1/grid.434933.a/scopus/2015-07/2018-11-21 15:59:21.773745+00:00_01c40e98-33b7-40a3-a108-a17f0a71a639.json', '023c1e0c-9251-480f-bec4-b6297f1eef67': 'v1/grid.434933.a/scopus/2010-12/2018-12-03 09:42:14.146216+00:00_023c1e0c-9251-480f-bec4-b6297f1eef67.json', '03276b5e-680c-4240-9fd6-9482e82c5a4e': 'v1/grid.434933.a/scopus/2002-04/2018-12-03 08:50:13.527398+00:00_03276b5e-680c-4240-9fd6-9482e82c5a4e.json', '0332f343-d6bd-4aa4-97e9-796724620a69': 'v1/grid.434933.a/wos/2016-03/2018-11-22 02:12:28.041230+00:00_0332f343-d6bd-4aa4-97e9-796724620a69.json', '03c53610-3661-4e0c-9988-acd75dc5cf4f': 'v1/grid.434933.a/scopus/2006-04/2018-12-03 09:14:12.156600+00:00_03c53610-3661-4e0c-9988-acd75dc5cf4f.json', '03c7b67e-07cb-497f-b4e7-51455433a8ee': 'v1/grid.434933.a/wos/2002-10/2018-12-04 03:57:01.291159+00:00_03c7b67e-07cb-497f-b4e7-51455433a8ee.json', '03d68d78-928a-4ebb-a41b-e4e252a27777': 'v1/grid.434933.a/wos/2007-04/2018-12-04 04:51:01.586020+00:00_03d68d78-928a-4ebb-a41b-e4e252a27777.json', '04fe5f6c-1e4b-4fb2-82ca-27e292bb606f': 'v1/grid.434933.a/wos/2017-07/2018-11-27 13:24:04.928570+00:00_04fe5f6c-1e4b-4fb2-82ca-27e292bb606f.json', '0562c861-690b-4463-95b7-92a5ceda9b8d': 'v1/grid.434933.a/scopus/2013-09/2018-12-03 09:59:03.887484+00:00_0562c861-690b-4463-95b7-92a5ceda9b8d.json', '06ccbbb3-3e41-4c60-85f5-4908fe5208b9': 'v1/grid.434933.a/wos/2013-06/2018-12-04 06:05:01.188979+00:00_06ccbbb3-3e41-4c60-85f5-4908fe5208b9.json', '07142089-5911-44df-9199-9c1aff2f6d87': 'v1/grid.434933.a/scopus/2018-01/2018-11-21 16:14:18.878018+00:00_07142089-5911-44df-9199-9c1aff2f6d87.json', '079d7bb5-69ab-498e-8a55-fd3dc101c5ff': 'v1/grid.434933.a/scopus/2001-06/2018-12-03 08:45:03.150146+00:00_079d7bb5-69ab-498e-8a55-fd3dc101c5ff.json', '07c030a1-1f33-40bd-bd68-0449d240a54a': 'v1/grid.434933.a/wos/2006-10/2018-12-04 04:45:02.249909+00:00_07c030a1-1f33-40bd-bd68-0449d240a54a.json', '080e9cf9-9bd2-4b02-a559-e1afdb00dc1a': 'v1/grid.434933.a/scopus/2002-03/2018-12-03 08:50:12.490381+00:00_080e9cf9-9bd2-4b02-a559-e1afdb00dc1a.json', '08857444-5d1a-4970-90f7-17f9d1bc18d6': 'v1/grid.434933.a/scopus/2018-09/2018-11-21 16:19:15.416931+00:00_08857444-5d1a-4970-90f7-17f9d1bc18d6.json', '08c70f93-9b9c-4223-9a9f-442b3a4f8472': 'v1/grid.434933.a/wos/2016-07/2018-11-27 13:17:03.947271+00:00_08c70f93-9b9c-4223-9a9f-442b3a4f8472.json', '090cd8df-94cf-44be-9a4c-c451cc8dae90': 'v1/grid.434933.a/wos/2012-04/2018-12-04 05:51:02.042661+00:00_090cd8df-94cf-44be-9a4c-c451cc8dae90.json', '0954620d-1869-44f2-9634-93a36aef9c72': 'v1/grid.434933.a/wos/2003-10/2018-12-04 04:09:01.053776+00:00_0954620d-1869-44f2-9634-93a36aef9c72.json', '09baed69-0aed-4d2d-a378-688db8035b39': 'v1/grid.434933.a/scopus/2003-07/2018-12-03 08:58:11.710188+00:00_09baed69-0aed-4d2d-a378-688db8035b39.json', '09d16ebf-5a3a-4e3b-845c-b68945804e1f': 'v1/grid.434933.a/scopus/2001-04/2018-12-03 08:44:12.048990+00:00_09d16ebf-5a3a-4e3b-845c-b68945804e1f.json', '0a08dfd2-1ef9-427b-b5c1-0a0c425e6ad0': 'v1/grid.434933.a/scopus/2014-11/2018-11-21 15:55:20.629710+00:00_0a08dfd2-1ef9-427b-b5c1-0a0c425e6ad0.json', '0b6a790d-9241-4b82-b5ac-899117f8415d': 'v1/grid.434933.a/scopus/2001-11/2018-12-03 08:48:11.107217+00:00_0b6a790d-9241-4b82-b5ac-899117f8415d.json', '0bba1243-b264-4ea3-af4e-ce32a032ed80': 'v1/grid.434933.a/scopus/2016-12/2018-11-21 16:07:24.494331+00:00_0bba1243-b264-4ea3-af4e-ce32a032ed80.json', '0bdc7b19-2ff1-4def-b18d-232fb2f0de51': 'v1/grid.434933.a/scopus/2000-05/2018-12-03 08:39:01.465971+00:00_0bdc7b19-2ff1-4def-b18d-232fb2f0de51.json', '0c162abe-6877-4b1a-b9f8-7a35470c29bc': 'v1/grid.434933.a/scopus/2015-05/2018-11-21 15:58:20.217876+00:00_0c162abe-6877-4b1a-b9f8-7a35470c29bc.json', '0c3e7e41-22d8-453d-aadd-82e84f6a7be6': 'v1/grid.434933.a/wos/2014-08/2018-11-22 01:53:26.147833+00:00_0c3e7e41-22d8-453d-aadd-82e84f6a7be6.json', '0d42edc2-4653-4087-90a0-ec7480b4322f': 'v1/grid.434933.a/wos/2010-02/2018-12-04 05:25:02.511785+00:00_0d42edc2-4653-4087-90a0-ec7480b4322f.json', '0d5ce6bd-505e-4067-90b8-f7d8ef0629c7': 'v1/grid.434933.a/wos/2018-04/2018-11-27 13:29:03.709624+00:00_0d5ce6bd-505e-4067-90b8-f7d8ef0629c7.json', '0d7ccbf8-d62d-4565-b9fb-43fd06f50a2b': 'v1/grid.434933.a/wos/2018-12/2018-11-27 13:32:04.494649+00:00_0d7ccbf8-d62d-4565-b9fb-43fd06f50a2b.json', '0db91c28-2a4a-4144-a107-248cf4abfdc9': 'v1/grid.434933.a/scopus/2013-02/2018-12-03 09:55:03.481245+00:00_0db91c28-2a4a-4144-a107-248cf4abfdc9.json', '0e4515ae-60da-428d-b062-ee5d7b59bcbf': 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'fd8cbede-e509-4998-8a05-ea752a667cdc': 'v1/grid.434933.a/wos/2017-02/2018-11-22 02:17:31.716080+00:00_fd8cbede-e509-4998-8a05-ea752a667cdc.json', 'feb2bfad-7001-40ed-ac38-5d80c3e245b2': 'v1/grid.434933.a/wos/2015-12/2018-11-22 02:09:29.356185+00:00_feb2bfad-7001-40ed-ac38-5d80c3e245b2.json', 'fec6c865-2c2a-4b35-9f14-85f1087331b8': 'v1/grid.434933.a/wos/2005-02/2018-12-04 04:25:01.647867+00:00_fec6c865-2c2a-4b35-9f14-85f1087331b8.json', 'ff87c98c-f6a5-416e-8cba-537bcc2ca171': 'v1/grid.434933.a/scopus/2004-10/2018-12-03 09:05:02.617244+00:00_ff87c98c-f6a5-416e-8cba-537bcc2ca171.json'}\n"
     ]
    }
   ],
   "source": [
    "to_rerun = db.collection(\"tasks\").where(u'gridId', u'==', \"grid.434933.a\").get()\n",
    "count = 0\n",
    "task_ids = {}\n",
    "for task in to_rerun:\n",
    "    count += 1\n",
    "    task_dict = task.to_dict()\n",
    "    task_ids[task.id] = task_dict['fetch']['blob_name']\n",
    "    \n",
    "print(count)\n",
    "print(task_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 515,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }, update_time {\n",
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       " }, update_time {\n",
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       " }, update_time {\n",
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       " }, update_time {\n",
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       " }, update_time {\n",
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       " }, update_time {\n",
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       " }, update_time {\n",
       "   seconds: 1544592282\n",
       "   nanos: 558504000\n",
       " }]"
      ]
     },
     "execution_count": 515,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "batch = db.batch()\n",
    "\n",
    "for task in task_ids:\n",
    "    batch.update(db.collection(u'tasks').document(task), {\n",
    "        u'active': True,\n",
    "        u'state': \"fetched\"\n",
    "    })\n",
    "batch.commit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 370,
   "metadata": {},
   "outputs": [],
   "source": [
    "from google.cloud import pubsub_v1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 371,
   "metadata": {},
   "outputs": [],
   "source": [
    "publisher = pubsub_v1.PublisherClient()\n",
    "topic_path = publisher.topic_path(\"coki-214004\", \"parse-pubsub\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 516,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "323401465002466\n",
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      "323401781073853\n",
      "323401464997908\n",
      "323401761306596\n",
      "323401781073747\n",
      "323401464997874\n",
      "323401761305570\n",
      "323401781072717\n",
      "323401464995777\n",
      "323401761303785\n",
      "323401781072673\n",
      "323401464993515\n",
      "323401761302740\n",
      "323401781071642\n",
      "323401464991470\n"
     ]
    }
   ],
   "source": [
    "for task in task_ids:\n",
    "    data = {\n",
    "        \"name\": task_ids[task],\n",
    "        \"bucket\": \"coki-fetched-doi\"\n",
    "    }\n",
    "    future = publisher.publish(topic_path, data=json.dumps(data).encode('utf-8'))\n",
    "    message_id = future.result()\n",
    "    print(message_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "v1/grid.8664.c/wos/2018-05/2018-11-21 07:18:20.708231+00:00_3d8c915b-38e7-47e2-9803-d4ec7bb356d4.json \n",
    "v1/grid.8664.c/wos/2018-05/2018-11-21 07:18:20.708231+00:00_3d8c915b-38e7-47e2-9803-d4ec7bb356d4.json\n",
    "            3d8c915b-38e7-47e2-9803-d4ec7bb356d4\n",
    "    \n",
    "v1/grid.8664.c/msa/2015-01/2018-11-21 04:44:34.528091+00:00_f44d93c7-18f3-42f5-91e4-951cf5fc117b.json      \n",
    "            f44d93c7-18f3-42f5-91e4-951cf5fc117b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 374,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "v1/grid.34980.36/wos/2018-03/2018-11-28 00:37:14.253935+00:00_f5eae092-cefe-4551-8e73-8c3738e53fda.json\n",
      "v1/grid.34980.36/scopus/2004-08/2018-11-28 10:22:41.179237+00:00_f6185920-db18-4d27-a3b9-f889566e866a.json\n",
      "v1/grid.34980.36/wos/2006-01/2018-11-28 14:04:17.962043+00:00_f70ac8b7-6058-45c6-8081-53e0b81eba3e.json\n",
      "v1/grid.34980.36/scopus/2007-08/2018-11-28 10:40:22.489482+00:00_f7672bc9-fc3e-4c00-99fe-ce20da6125c4.json\n",
      "v1/grid.34980.36/scopus/2012-02/2018-11-28 11:07:26.079669+00:00_f828ae97-156d-4cbe-a44e-e4bf18c226f7.json\n",
      "v1/grid.34980.36/wos/2006-06/2018-11-28 14:09:04.380226+00:00_f922037b-a31b-4a41-bc4d-1c70c7201335.json\n",
      "v1/grid.34980.36/scopus/2016-04/2018-11-21 05:17:41.383896+00:00_f98f3ce8-56e0-401f-b6a9-af127edcea76.json\n",
      "v1/grid.34980.36/wos/2017-08/2018-11-27 08:20:13.178626+00:00_fa5966a5-9a94-481d-83cd-72458645740e.json\n",
      "v1/grid.34980.36/scopus/2011-12/2018-11-28 11:06:20.863141+00:00_fa9d403d-b7a1-471f-9dcd-2d67c8c4a6b2.json\n",
      "v1/grid.34980.36/scopus/2006-01/2018-11-28 10:31:22.914604+00:00_fb325695-fb44-4ffb-8001-8ae66e12a9da.json\n",
      "v1/grid.34980.36/scopus/2011-01/2018-11-28 11:01:14.970358+00:00_fb38316a-0b7f-45ef-9f6b-dd7bb511e4df.json\n",
      "v1/grid.34980.36/wos/2001-03/2018-11-28 13:06:15.045349+00:00_fb473157-858f-4243-9650-1e7acf50a675.json\n",
      "v1/grid.34980.36/scopus/2012-08/2018-11-28 11:10:29.772718+00:00_fb497fb3-0342-4570-9520-2a12648ee22a.json\n",
      "v1/grid.34980.36/msa/2018-01/2018-11-21 04:31:40.244715+00:00_fca37ec9-8e30-406e-86cf-d0c105c16d47.json\n",
      "v1/grid.34980.36/wos/2013-02/2018-11-28 15:29:05.579254+00:00_fca85d8f-d8f7-4276-8977-38189b526e10.json\n",
      "v1/grid.34980.36/scopus/2002-07/2018-11-28 10:10:21.928068+00:00_fd6f0f33-e607-4824-8e16-a015244d471f.json\n",
      "v1/grid.34980.36/scopus/2009-08/2018-11-28 10:52:16.921869+00:00_fdd82da2-836d-4e31-9dea-0ea43efc6a89.json\n",
      "v1/grid.34980.36/wos/2015-12/2018-11-27 08:08:16.900760+00:00_fdea4de1-54ad-4ea2-a631-e1d17b70c001.json\n",
      "v1/grid.34980.36/wos/2008-02/2018-11-28 14:29:03.996533+00:00_fe6675e5-5ca6-411b-86ef-e9012378eac2.json\n",
      "v1/grid.34980.36/scopus/2011-10/2018-11-28 11:05:19.221468+00:00_feab16ff-478f-4757-b716-ab3d3fc4fd42.json\n",
      "v1/grid.34980.36/scopus/2014-12/2018-11-21 05:09:23.380671+00:00_fed9731f-4f44-4fe6-94de-5e44880acaca.json\n",
      "v1/grid.34980.36/scopus/2000-12/2018-11-28 10:00:30.726333+00:00_ff10fde6-921b-4425-aa44-585723fab2a6.json\n",
      "v1/grid.34980.36/wos/2015-02/2018-11-27 08:03:19.695002+00:00_ff19ec3c-d2ab-48d9-8cdc-c20a75db1341.json\n",
      "v1/grid.34980.36/scopus/2003-12/2018-11-28 10:18:35.683430+00:00_ff35c027-b302-4011-a837-beac06111b04.json\n"
     ]
    }
   ],
   "source": [
    "for task in task_ids:\n",
    "    print(task_ids[task])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 425,
   "metadata": {},
   "outputs": [],
   "source": [
    "to_check_rerun = db.collection(\"tasks\").where(u'gridId', u'==', \"grid.34980.36\").get()\n",
    "count = 0\n",
    "for task in to_check_rerun:\n",
    "    count += 1\n",
    "    task_dict = task.to_dict()\n",
    "    #if \"version\" in task_dict['parse']:\n",
    "    #    print(task_dict['parse'][\"version\"], task_dict['parse'][\"state\"])\n",
    "    #else:\n",
    "    #    print(task_dict['parse'][\"state\"])\n",
    "    \n",
    "    if task_dict['parse'][\"state\"] == \"failed\":\n",
    "        print(task.id, task_dict['parse'][\"version\"], task_dict['parse'][\"state\"], task_dict['parse'][\"blob_name\"])\n",
    "    \n",
    "    if \"version\" not in task_dict['parse']:\n",
    "        print(task.id, task_dict['parse'][\"state\"], task_dict['fetch'][\"blob_name\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 540,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "323416372852068\n"
     ]
    }
   ],
   "source": [
    "data = {\n",
    "    \"name\": 'v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494588+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json',\n",
    "    \"bucket\": \"coki-fetched-doi\"\n",
    "}\n",
    "future = publisher.publish(topic_path, data=json.dumps(data).encode('utf-8'))\n",
    "message_id = future.result()\n",
    "print(message_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "2018-11-21 04:29:55.704913+00:00_02813da2-42e4-42c6-818c-a4443117caed.json\n",
    "2018-11-21 04:29:55.704912+00:00_02813da2-42e4-42c6-818c-a4443117caed.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 539,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "update_time {\n",
       "  seconds: 1544593913\n",
       "  nanos: 712901000\n",
       "}"
      ]
     },
     "execution_count": 539,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db.collection(\"tasks\").document(\"29828c62-78bd-466c-9d29-73607f1e3c01\").update({\n",
    "    u\"fetch\": {\n",
    "        'blob_name': 'v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494588+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json'\n",
    "    }\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 431,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "44\n",
      "{'9032cb01-6601-4e59-92c5-1336074a29c2': 'v1/grid.1032.0/scopus/2006-12/2018-11-28 07:45:22.966446+00:00_9032cb01-6601-4e59-92c5-1336074a29c2.json', 'a15aebc7-d0c5-471e-afd1-515c8c1409bb': 'v1/grid.1032.0/wos/2015-07/2018-11-27 07:55:06.908199+00:00_a15aebc7-d0c5-471e-afd1-515c8c1409bb.json', 'a15fab81-4c5e-4650-a39c-d25e3cfc3f33': 'v1/grid.1032.0/wos/2014-10/2018-11-21 04:20:24.155656+00:00_a15fab81-4c5e-4650-a39c-d25e3cfc3f33.json', 'a369a4ab-ed60-46f9-b468-d830417df0c9': 'v1/grid.1032.0/scopus/2010-04/2018-11-28 08:05:32.490823+00:00_a369a4ab-ed60-46f9-b468-d830417df0c9.json', 'a3acce7f-de45-4ebc-9438-bd60f133bece': 'v1/grid.1032.0/wos/2016-09/2018-11-21 04:59:21.506298+00:00_a3acce7f-de45-4ebc-9438-bd60f133bece.json', 'a6200099-0de4-4271-813f-421173907b41': 'v1/grid.1032.0/wos/2010-11/2018-11-28 09:24:14.630014+00:00_a6200099-0de4-4271-813f-421173907b41.json', 'a65ab86d-a9fb-43e9-910c-c041a67a9d6a': 'v1/grid.1032.0/msa/2018-01/2018-11-21 04:20:24.456967+00:00_a65ab86d-a9fb-43e9-910c-c041a67a9d6a.json', 'ad9f3357-f44b-454e-9bf7-3645bed82636': 'v1/grid.1032.0/wos/2000-04/2018-11-28 06:50:18.055805+00:00_ad9f3357-f44b-454e-9bf7-3645bed82636.json', 'afe72ae4-4aba-4411-b7a6-3496c1b535f4': 'v1/grid.1032.0/wos/2012-10/2018-11-28 09:47:20.159233+00:00_afe72ae4-4aba-4411-b7a6-3496c1b535f4.json', 'b28b2729-b0eb-4670-86b4-048f772d7a8c': 'v1/grid.1032.0/scopus/2001-10/2018-11-28 06:30:20.291285+00:00_b28b2729-b0eb-4670-86b4-048f772d7a8c.json', 'b99b227a-af4b-4508-bc65-6ce6c32ae150': 'v1/grid.1032.0/scopus/2006-06/2018-11-28 07:42:24.850785+00:00_b99b227a-af4b-4508-bc65-6ce6c32ae150.json', 'be86da8e-1eec-475a-a583-40e6486c2682': 'v1/grid.1032.0/wos/2010-04/2018-11-28 09:17:21.836073+00:00_be86da8e-1eec-475a-a583-40e6486c2682.json', 'bebcb95b-cc27-41ca-a798-f417001924ab': 'v1/grid.1032.0/scopus/2004-03/2018-11-28 07:29:19.773716+00:00_bebcb95b-cc27-41ca-a798-f417001924ab.json', 'bed042c4-1da9-4b77-b0f7-553399b7ec25': 'v1/grid.1032.0/scopus/2002-04/2018-11-28 06:50:21.157122+00:00_bed042c4-1da9-4b77-b0f7-553399b7ec25.json', 'bf7b381f-28c2-4ef7-a05f-488905210d1d': 'v1/grid.1032.0/scopus/2000-12/2018-11-28 05:55:33.776413+00:00_bf7b381f-28c2-4ef7-a05f-488905210d1d.json', 'c17f4364-4aaa-4bda-a54b-f949072dad33': 'v1/grid.1032.0/wos/2003-05/2018-11-28 07:54:20.053433+00:00_c17f4364-4aaa-4bda-a54b-f949072dad33.json', 'c2d37160-062d-44ab-b11a-345fa52af413': 'v1/grid.1032.0/scopus/2017-11/2018-11-21 04:56:24.342818+00:00_c2d37160-062d-44ab-b11a-345fa52af413.json', 'c3a48052-89c3-4f2d-becb-1b9a336782b0': 'v1/grid.1032.0/scopus/2016-11/2018-11-21 04:44:35.388951+00:00_c3a48052-89c3-4f2d-becb-1b9a336782b0.json', 'c52eb402-22fc-4831-bebe-26f1e8077e01': 'v1/grid.1032.0/scopus/2012-10/2018-11-28 08:20:32.048743+00:00_c52eb402-22fc-4831-bebe-26f1e8077e01.json', 'cd9aa1a6-07fc-4e91-8e89-6c7d2288e994': 'v1/grid.1032.0/wos/2017-06/2018-11-21 05:09:23.010114+00:00_cd9aa1a6-07fc-4e91-8e89-6c7d2288e994.json', 'e31c06d6-e504-4774-bda0-822b482909e7': 'v1/grid.1032.0/wos/2004-02/2018-11-28 08:03:20.266975+00:00_e31c06d6-e504-4774-bda0-822b482909e7.json', 'e3603048-e8e1-4756-8580-78ee60dfb565': 'v1/grid.1032.0/wos/2000-02/2018-11-28 06:47:22.227613+00:00_e3603048-e8e1-4756-8580-78ee60dfb565.json', 'e3799c3e-8249-4bed-a452-f2d03fd3f793': 'v1/grid.1032.0/scopus/2012-03/2018-11-28 08:17:16.787767+00:00_e3799c3e-8249-4bed-a452-f2d03fd3f793.json', 'e4e36e79-2452-4b6f-b179-fc4255510739': 'v1/grid.1032.0/wos/2015-01/2018-11-21 04:25:18.459497+00:00_e4e36e79-2452-4b6f-b179-fc4255510739.json', 'e4fe4c3c-3da4-4da8-a73b-76d83148ad05': 'v1/grid.1032.0/scopus/2011-01/2018-11-28 08:10:18.851055+00:00_e4fe4c3c-3da4-4da8-a73b-76d83148ad05.json', 'e53f9c9c-8f8a-4ee1-b91b-27b75df87601': 'v1/grid.1032.0/wos/2018-10/2018-11-21 05:25:20.949820+00:00_e53f9c9c-8f8a-4ee1-b91b-27b75df87601.json', 'e5ff853d-611d-4cbe-9819-ad97f7834624': 'v1/grid.1032.0/wos/2001-12/2018-11-28 07:37:19.074014+00:00_e5ff853d-611d-4cbe-9819-ad97f7834624.json', 'e7b2b22d-be5b-4168-9ec2-a8ebb6e292b6': 'v1/grid.1032.0/scopus/2002-05/2018-11-28 06:57:41.630262+00:00_e7b2b22d-be5b-4168-9ec2-a8ebb6e292b6.json', 'e936cb20-ee4c-4831-8454-905c4e656472': 'v1/grid.1032.0/wos/2011-11/2018-11-28 09:36:19.921597+00:00_e936cb20-ee4c-4831-8454-905c4e656472.json', 'e93f3f18-d4b8-4679-be97-cf1c2d50e5fe': 'v1/grid.1032.0/scopus/2017-01/2018-11-21 04:46:44.858354+00:00_e93f3f18-d4b8-4679-be97-cf1c2d50e5fe.json', 'ea468a51-8633-4d1a-b943-7a201e523a72': 'v1/grid.1032.0/msa/2002-01/2018-11-28 05:52:16.661579+00:00_ea468a51-8633-4d1a-b943-7a201e523a72.json', 'edf80c1e-f000-4261-99cf-af890f4777b2': 'v1/grid.1032.0/scopus/2018-06/2018-11-21 05:00:23.305118+00:00_edf80c1e-f000-4261-99cf-af890f4777b2.json', 'ee3641e2-c599-450d-af8c-a1a5619186d8': 'v1/grid.1032.0/wos/2006-09/2018-11-28 08:34:15.048971+00:00_ee3641e2-c599-450d-af8c-a1a5619186d8.json', 'ef767390-0e4e-4c65-860b-c5f6011e042e': 'v1/grid.1032.0/scopus/2013-08/2018-11-28 08:25:17.495499+00:00_ef767390-0e4e-4c65-860b-c5f6011e042e.json', 'f1a529b9-9fd2-4d0c-8bd5-30287ce9675f': 'v1/grid.1032.0/scopus/2006-09/2018-11-28 07:44:21.981249+00:00_f1a529b9-9fd2-4d0c-8bd5-30287ce9675f.json', 'f3a1f069-2bbc-48da-8477-60c2b8e20438': 'v1/grid.1032.0/wos/2012-08/2018-11-28 09:45:19.263093+00:00_f3a1f069-2bbc-48da-8477-60c2b8e20438.json', 'f4d4ae83-9474-4d28-acd0-6e07269ce680': 'v1/grid.1032.0/wos/2011-10/2018-11-28 09:35:20.437683+00:00_f4d4ae83-9474-4d28-acd0-6e07269ce680.json', 'f53320a2-2862-4fc9-bb5d-e3c415e52d5d': 'v1/grid.1032.0/wos/2009-06/2018-11-28 09:07:17.218622+00:00_f53320a2-2862-4fc9-bb5d-e3c415e52d5d.json', 'f5ee119b-b828-45cf-ae1e-3c4285b34941': 'v1/grid.1032.0/wos/2013-10/2018-11-28 09:59:20.516173+00:00_f5ee119b-b828-45cf-ae1e-3c4285b34941.json', 'f9867e0a-1075-4613-973c-3bd25f918d80': 'v1/grid.1032.0/scopus/2014-08/2018-11-21 04:15:23.087561+00:00_f9867e0a-1075-4613-973c-3bd25f918d80.json', 'fe2e7f12-2ab1-4123-888b-d81c1e17ba57': 'v1/grid.1032.0/wos/2008-06/2018-11-28 08:55:15.884311+00:00_fe2e7f12-2ab1-4123-888b-d81c1e17ba57.json', 'feda386b-ca6e-4c3b-be55-3981f30890c0': 'v1/grid.1032.0/scopus/2002-01/2018-11-28 06:48:54.278435+00:00_feda386b-ca6e-4c3b-be55-3981f30890c0.json', 'ff712928-d7cf-432e-ad7e-eb63222c2203': 'v1/grid.1032.0/wos/2005-11/2018-11-28 08:24:14.800054+00:00_ff712928-d7cf-432e-ad7e-eb63222c2203.json', 'ffd8e55d-fe42-4831-97ba-bf33c35d7805': 'v1/grid.1032.0/scopus/2001-08/2018-11-28 05:59:32.691136+00:00_ffd8e55d-fe42-4831-97ba-bf33c35d7805.json'}\n"
     ]
    }
   ],
   "source": [
    "still_hanging = db.collection(\"tasks\").where(u'gridId', u'==', \"grid.1032.0\").where(\"state\", \"==\", \"parsed\").get()\n",
    "count = 0\n",
    "task_ids_hanging = {}\n",
    "for task in still_hanging:\n",
    "    count += 1\n",
    "    task_dict = task.to_dict()\n",
    "    task_ids_hanging[task.id] = task_dict['fetch']['blob_name']\n",
    "    \n",
    "print(count)\n",
    "print(task_ids_hanging)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 536,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    }
   ],
   "source": [
    "to_rerun = db.collection(\"tasks\").where(u'state', u'==', \"fetched\").get()\n",
    "count = 0\n",
    "task_ids = {}\n",
    "for task in to_rerun:\n",
    "    count += 1\n",
    "    task_dict = task.to_dict()\n",
    "    task_ids[task.id] = {\n",
    "        \"blob_name\": task_dict['fetch']['blob_name'],\n",
    "        \"id\": task.id,\n",
    "        \"new_blob_name\": \"\"\n",
    "    }\n",
    "           \n",
    "print(count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 538,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'29828c62-78bd-466c-9d29-73607f1e3c01': {'blob_name': 'v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494580+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json', 'id': '29828c62-78bd-466c-9d29-73607f1e3c01', 'new_blob_name': ''}}\n"
     ]
    }
   ],
   "source": [
    "print(task_ids)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 533,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "05cd7229-9827-43d3-8a0f-aa9510467944\n",
      "v1/grid.26999.3d/msa/2016-01/2018-11-21 06:39:22.672923+00:00_05cd7229-9827-43d3-8a0f-aa9510467944.json\n",
      "v1/grid.26999.3d/msa/2016-01/2018-11-21 06:39:22.672924+00:00_05cd7229-9827-43d3-8a0f-aa9510467944.json\n",
      "\n",
      "0eacd03a-1d50-44d5-87b4-b1109bc7af10\n",
      "v1/grid.11899.38/msa/2017-01/2018-11-21 07:25:16.549228+00:00_0eacd03a-1d50-44d5-87b4-b1109bc7af10.json\n",
      "v1/grid.11899.38/msa/2017-01/2018-11-21 07:25:16.549229+00:00_0eacd03a-1d50-44d5-87b4-b1109bc7af10.json\n",
      "\n",
      "14b894ee-98b4-40c3-a01f-e81ae46471a6\n",
      "v1/grid.11899.38/msa/2016-01/2018-11-21 07:17:18.380241+00:00_14b894ee-98b4-40c3-a01f-e81ae46471a6.json\n",
      "v1/grid.11899.38/msa/2016-01/2018-11-21 07:17:18.380242+00:00_14b894ee-98b4-40c3-a01f-e81ae46471a6.json\n",
      "\n",
      "26e5f778-e6a5-4fb9-bb22-e0f83ffea40e\n",
      "v1/grid.7836.a/msa/2017-01/2018-11-21 06:17:19.593658+00:00_26e5f778-e6a5-4fb9-bb22-e0f83ffea40e.json\n",
      "v1/grid.7836.a/msa/2017-01/2018-11-21 06:17:19.593659+00:00_26e5f778-e6a5-4fb9-bb22-e0f83ffea40e.json\n",
      "\n",
      "29828c62-78bd-466c-9d29-73607f1e3c01\n",
      "v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494589+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json\n",
      "v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494580+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json\n",
      "\n",
      "3491d3fc-1563-4c03-b9c2-60d3d137d1cf\n",
      "v1/grid.9486.3/msa/2014-01/2018-11-21 06:50:42.599552+00:00_3491d3fc-1563-4c03-b9c2-60d3d137d1cf.json\n",
      "v1/grid.9486.3/msa/2014-01/2018-11-21 06:50:42.599553+00:00_3491d3fc-1563-4c03-b9c2-60d3d137d1cf.json\n",
      "\n",
      "4556c6c4-f383-4d17-a86a-d3c6b2110322\n",
      "v1/grid.26999.3d/wos/2010-01/2018-12-03 20:57:01.659347+00:00_4556c6c4-f383-4d17-a86a-d3c6b2110322.json\n",
      "v1/grid.26999.3d/wos/2010-01/2018-12-03 20:57:01.659348+00:00_4556c6c4-f383-4d17-a86a-d3c6b2110322.json\n",
      "\n",
      "4e140371-1bb8-48e0-90ec-2bc49a007777\n",
      "v1/grid.9486.3/msa/2018-01/2018-11-21 07:02:21.519164+00:00_4e140371-1bb8-48e0-90ec-2bc49a007777.json\n",
      "v1/grid.9486.3/msa/2018-01/2018-11-21 07:02:21.519165+00:00_4e140371-1bb8-48e0-90ec-2bc49a007777.json\n",
      "\n",
      "637c94ff-70a8-4851-b018-63fa10a7a880\n",
      "v1/grid.83440.3b/msa/2017-01/2018-11-21 05:48:22.098937+00:00_637c94ff-70a8-4851-b018-63fa10a7a880.json\n",
      "v1/grid.83440.3b/msa/2017-01/2018-11-21 05:48:22.098938+00:00_637c94ff-70a8-4851-b018-63fa10a7a880.json\n",
      "\n",
      "6dc50565-0df3-4a72-8791-f435964058d8\n",
      "v1/grid.11899.38/msa/2014-01/2018-11-21 07:04:21.022203+00:00_6dc50565-0df3-4a72-8791-f435964058d8.json\n",
      "v1/grid.11899.38/msa/2014-01/2018-11-21 07:04:21.022204+00:00_6dc50565-0df3-4a72-8791-f435964058d8.json\n",
      "\n",
      "70857028-3a57-4b59-a7ca-d0784aa8d8d0\n",
      "v1/grid.26999.3d/msa/2015-01/2018-11-21 06:35:25.512328+00:00_70857028-3a57-4b59-a7ca-d0784aa8d8d0.json\n",
      "v1/grid.26999.3d/msa/2015-01/2018-11-21 06:35:25.512329+00:00_70857028-3a57-4b59-a7ca-d0784aa8d8d0.json\n",
      "\n",
      "7e0252c9-4cbf-409c-a21e-5c498d0c35e6\n",
      "v1/grid.11899.38/msa/2015-01/2018-11-21 07:10:27.372602+00:00_7e0252c9-4cbf-409c-a21e-5c498d0c35e6.json\n",
      "v1/grid.11899.38/msa/2015-01/2018-11-21 07:10:27.372603+00:00_7e0252c9-4cbf-409c-a21e-5c498d0c35e6.json\n",
      "\n",
      "7f90de01-53c0-405f-98b1-e65387b0f33c\n",
      "v1/grid.83440.3b/msa/2016-01/2018-11-21 05:44:22.895901+00:00_7f90de01-53c0-405f-98b1-e65387b0f33c.json\n",
      "v1/grid.83440.3b/msa/2016-01/2018-11-21 05:44:22.895902+00:00_7f90de01-53c0-405f-98b1-e65387b0f33c.json\n",
      "\n",
      "7fc5b24b-6bbb-4c53-9451-a49610ca1db9\n",
      "v1/grid.26999.3d/msa/2017-01/2018-11-21 06:43:20.736033+00:00_7fc5b24b-6bbb-4c53-9451-a49610ca1db9.json\n",
      "v1/grid.26999.3d/msa/2017-01/2018-11-21 06:43:20.736034+00:00_7fc5b24b-6bbb-4c53-9451-a49610ca1db9.json\n",
      "\n",
      "8488c44a-3d67-4e68-a8f4-caa1aebe09a1\n",
      "v1/grid.83440.3b/wos/2017-12/2018-11-21 21:28:18.022266+00:00_8488c44a-3d67-4e68-a8f4-caa1aebe09a1.json\n",
      "v1/grid.83440.3b/wos/2017-12/2018-11-21 21:28:18.022267+00:00_8488c44a-3d67-4e68-a8f4-caa1aebe09a1.json\n",
      "\n",
      "8d31e3ef-8e18-4c89-baaf-74ab45dfa096\n",
      "v1/grid.7776.1/msa/2017-01/2018-11-21 06:08:23.007527+00:00_8d31e3ef-8e18-4c89-baaf-74ab45dfa096.json\n",
      "v1/grid.7776.1/msa/2017-01/2018-11-21 06:08:23.007528+00:00_8d31e3ef-8e18-4c89-baaf-74ab45dfa096.json\n",
      "\n",
      "a5b1dd63-e81b-4cef-86d1-eec1b410f16f\n",
      "v1/grid.6571.5/msa/2016-01/2018-11-21 05:59:25.428780+00:00_a5b1dd63-e81b-4cef-86d1-eec1b410f16f.json\n",
      "v1/grid.6571.5/msa/2016-01/2018-11-21 05:59:25.428781+00:00_a5b1dd63-e81b-4cef-86d1-eec1b410f16f.json\n",
      "\n",
      "af48c024-b297-4043-bafd-996f0cfc11a8\n",
      "v1/grid.9486.3/msa/2017-01/2018-11-21 06:59:17.453853+00:00_af48c024-b297-4043-bafd-996f0cfc11a8.json\n",
      "v1/grid.9486.3/msa/2017-01/2018-11-21 06:59:17.453854+00:00_af48c024-b297-4043-bafd-996f0cfc11a8.json\n",
      "\n",
      "b0fbf0a1-95d3-4030-86e2-644b4b9dec6b\n",
      "v1/grid.7836.a/msa/2016-01/2018-11-21 06:15:24.527781+00:00_b0fbf0a1-95d3-4030-86e2-644b4b9dec6b.json\n",
      "v1/grid.7836.a/msa/2016-01/2018-11-21 06:15:24.527782+00:00_b0fbf0a1-95d3-4030-86e2-644b4b9dec6b.json\n",
      "\n",
      "bdb19ad3-6dfe-4238-b927-c39991d38633\n",
      "v1/grid.30055.33/msa/2016-01/2018-11-21 06:25:23.320957+00:00_bdb19ad3-6dfe-4238-b927-c39991d38633.json\n",
      "v1/grid.30055.33/msa/2016-01/2018-11-21 06:25:23.320958+00:00_bdb19ad3-6dfe-4238-b927-c39991d38633.json\n",
      "\n",
      "c952c9a1-5edd-46b5-b019-8e29535abd46\n",
      "v1/grid.9486.3/msa/2015-01/2018-11-21 06:53:18.973852+00:00_c952c9a1-5edd-46b5-b019-8e29535abd46.json\n",
      "v1/grid.9486.3/msa/2015-01/2018-11-21 06:53:18.973853+00:00_c952c9a1-5edd-46b5-b019-8e29535abd46.json\n",
      "\n",
      "d3bfe4a5-54b7-4064-b32e-ea3d16359236\n",
      "v1/grid.26999.3d/wos/2017-10/2018-11-27 12:25:04.043977+00:00_d3bfe4a5-54b7-4064-b32e-ea3d16359236.json\n",
      "v1/grid.26999.3d/wos/2017-10/2018-11-27 12:25:04.043978+00:00_d3bfe4a5-54b7-4064-b32e-ea3d16359236.json\n",
      "\n",
      "e3cbc523-5994-4e8b-9976-dc5ee258ce6d\n",
      "v1/grid.9486.3/msa/2016-01/2018-11-21 06:56:20.622491+00:00_e3cbc523-5994-4e8b-9976-dc5ee258ce6d.json\n",
      "v1/grid.9486.3/msa/2016-01/2018-11-21 06:56:20.622492+00:00_e3cbc523-5994-4e8b-9976-dc5ee258ce6d.json\n",
      "\n",
      "f42eef3d-0614-4f42-a889-946d9175e563\n",
      "v1/grid.11899.38/wos/2013-01/2018-12-04 03:12:07.430635+00:00_f42eef3d-0614-4f42-a889-946d9175e563.json\n",
      "v1/grid.11899.38/wos/2013-01/2018-12-04 03:12:07.430636+00:00_f42eef3d-0614-4f42-a889-946d9175e563.json\n",
      "\n",
      "fddc058d-4876-40c3-bf52-b0fb21b2da5e\n",
      "v1/grid.11899.38/wos/2017-01/2018-11-22 01:21:25.252103+00:00_fddc058d-4876-40c3-bf52-b0fb21b2da5e.json\n",
      "v1/grid.11899.38/wos/2017-01/2018-11-22 01:21:25.252104+00:00_fddc058d-4876-40c3-bf52-b0fb21b2da5e.json\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for task in task_ids:\n",
    "    count = 0\n",
    "    for char in task_ids[task][\"blob_name\"]:\n",
    "        if char == '+':\n",
    "            \n",
    "            new_char = int(task_ids[task][\"blob_name\"][count -1])\n",
    "            new_char += 1\n",
    "            if new_char == 10:\n",
    "                new_char = 0\n",
    "                     \n",
    "            tmp_list = list(task_ids[task][\"blob_name\"])\n",
    "            tmp_list[count -1] = str(new_char)\n",
    "            task_ids[task][\"new_blob_name\"] = \"\".join(tmp_list)\n",
    "                        \n",
    "            break\n",
    "        count += 1\n",
    "        \n",
    "    print(task_ids[task][\"id\"])\n",
    "    print(task_ids[task][\"blob_name\"])\n",
    "    print(task_ids[task][\"new_blob_name\"])\n",
    "    print(\"\")\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 535,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "05cd7229-9827-43d3-8a0f-aa9510467944\n",
      "v1/grid.26999.3d/msa/2016-01/2018-11-21 06:39:22.672923+00:00_05cd7229-9827-43d3-8a0f-aa9510467944.json\n",
      "v1/grid.26999.3d/msa/2016-01/2018-11-21 06:39:22.672924+00:00_05cd7229-9827-43d3-8a0f-aa9510467944.json\n",
      "\n",
      "323411402280731\n",
      "0eacd03a-1d50-44d5-87b4-b1109bc7af10\n",
      "v1/grid.11899.38/msa/2017-01/2018-11-21 07:25:16.549228+00:00_0eacd03a-1d50-44d5-87b4-b1109bc7af10.json\n",
      "v1/grid.11899.38/msa/2017-01/2018-11-21 07:25:16.549229+00:00_0eacd03a-1d50-44d5-87b4-b1109bc7af10.json\n",
      "\n",
      "323411003673765\n",
      "14b894ee-98b4-40c3-a01f-e81ae46471a6\n",
      "v1/grid.11899.38/msa/2016-01/2018-11-21 07:17:18.380241+00:00_14b894ee-98b4-40c3-a01f-e81ae46471a6.json\n",
      "v1/grid.11899.38/msa/2016-01/2018-11-21 07:17:18.380242+00:00_14b894ee-98b4-40c3-a01f-e81ae46471a6.json\n",
      "\n",
      "323411402272580\n",
      "26e5f778-e6a5-4fb9-bb22-e0f83ffea40e\n",
      "v1/grid.7836.a/msa/2017-01/2018-11-21 06:17:19.593658+00:00_26e5f778-e6a5-4fb9-bb22-e0f83ffea40e.json\n",
      "v1/grid.7836.a/msa/2017-01/2018-11-21 06:17:19.593659+00:00_26e5f778-e6a5-4fb9-bb22-e0f83ffea40e.json\n",
      "\n",
      "323411003667610\n",
      "29828c62-78bd-466c-9d29-73607f1e3c01\n",
      "v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494589+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json\n",
      "v1/grid.7836.a/wos/2015-09/2018-11-27 10:42:05.494580+00:00_29828c62-78bd-466c-9d29-73607f1e3c01.json\n",
      "\n",
      "323410800063651\n",
      "3491d3fc-1563-4c03-b9c2-60d3d137d1cf\n",
      "v1/grid.9486.3/msa/2014-01/2018-11-21 06:50:42.599552+00:00_3491d3fc-1563-4c03-b9c2-60d3d137d1cf.json\n",
      "v1/grid.9486.3/msa/2014-01/2018-11-21 06:50:42.599553+00:00_3491d3fc-1563-4c03-b9c2-60d3d137d1cf.json\n",
      "\n",
      "323411402470347\n",
      "4556c6c4-f383-4d17-a86a-d3c6b2110322\n",
      "v1/grid.26999.3d/wos/2010-01/2018-12-03 20:57:01.659347+00:00_4556c6c4-f383-4d17-a86a-d3c6b2110322.json\n",
      "v1/grid.26999.3d/wos/2010-01/2018-12-03 20:57:01.659348+00:00_4556c6c4-f383-4d17-a86a-d3c6b2110322.json\n",
      "\n",
      "323411003667368\n",
      "4e140371-1bb8-48e0-90ec-2bc49a007777\n",
      "v1/grid.9486.3/msa/2018-01/2018-11-21 07:02:21.519164+00:00_4e140371-1bb8-48e0-90ec-2bc49a007777.json\n",
      "v1/grid.9486.3/msa/2018-01/2018-11-21 07:02:21.519165+00:00_4e140371-1bb8-48e0-90ec-2bc49a007777.json\n",
      "\n",
      "323411402467144\n",
      "637c94ff-70a8-4851-b018-63fa10a7a880\n",
      "v1/grid.83440.3b/msa/2017-01/2018-11-21 05:48:22.098937+00:00_637c94ff-70a8-4851-b018-63fa10a7a880.json\n",
      "v1/grid.83440.3b/msa/2017-01/2018-11-21 05:48:22.098938+00:00_637c94ff-70a8-4851-b018-63fa10a7a880.json\n",
      "\n",
      "323410800060385\n",
      "6dc50565-0df3-4a72-8791-f435964058d8\n",
      "v1/grid.11899.38/msa/2014-01/2018-11-21 07:04:21.022203+00:00_6dc50565-0df3-4a72-8791-f435964058d8.json\n",
      "v1/grid.11899.38/msa/2014-01/2018-11-21 07:04:21.022204+00:00_6dc50565-0df3-4a72-8791-f435964058d8.json\n",
      "\n",
      "323411402462845\n",
      "70857028-3a57-4b59-a7ca-d0784aa8d8d0\n",
      "v1/grid.26999.3d/msa/2015-01/2018-11-21 06:35:25.512328+00:00_70857028-3a57-4b59-a7ca-d0784aa8d8d0.json\n",
      "v1/grid.26999.3d/msa/2015-01/2018-11-21 06:35:25.512329+00:00_70857028-3a57-4b59-a7ca-d0784aa8d8d0.json\n",
      "\n",
      "323410800054460\n",
      "7e0252c9-4cbf-409c-a21e-5c498d0c35e6\n",
      "v1/grid.11899.38/msa/2015-01/2018-11-21 07:10:27.372602+00:00_7e0252c9-4cbf-409c-a21e-5c498d0c35e6.json\n",
      "v1/grid.11899.38/msa/2015-01/2018-11-21 07:10:27.372603+00:00_7e0252c9-4cbf-409c-a21e-5c498d0c35e6.json\n",
      "\n",
      "323411003660745\n",
      "7f90de01-53c0-405f-98b1-e65387b0f33c\n",
      "v1/grid.83440.3b/msa/2016-01/2018-11-21 05:44:22.895901+00:00_7f90de01-53c0-405f-98b1-e65387b0f33c.json\n",
      "v1/grid.83440.3b/msa/2016-01/2018-11-21 05:44:22.895902+00:00_7f90de01-53c0-405f-98b1-e65387b0f33c.json\n",
      "\n",
      "323411402453683\n",
      "7fc5b24b-6bbb-4c53-9451-a49610ca1db9\n",
      "v1/grid.26999.3d/msa/2017-01/2018-11-21 06:43:20.736033+00:00_7fc5b24b-6bbb-4c53-9451-a49610ca1db9.json\n",
      "v1/grid.26999.3d/msa/2017-01/2018-11-21 06:43:20.736034+00:00_7fc5b24b-6bbb-4c53-9451-a49610ca1db9.json\n",
      "\n",
      "323410800043266\n",
      "8488c44a-3d67-4e68-a8f4-caa1aebe09a1\n",
      "v1/grid.83440.3b/wos/2017-12/2018-11-21 21:28:18.022266+00:00_8488c44a-3d67-4e68-a8f4-caa1aebe09a1.json\n",
      "v1/grid.83440.3b/wos/2017-12/2018-11-21 21:28:18.022267+00:00_8488c44a-3d67-4e68-a8f4-caa1aebe09a1.json\n",
      "\n",
      "323411003649979\n",
      "8d31e3ef-8e18-4c89-baaf-74ab45dfa096\n",
      "v1/grid.7776.1/msa/2017-01/2018-11-21 06:08:23.007527+00:00_8d31e3ef-8e18-4c89-baaf-74ab45dfa096.json\n",
      "v1/grid.7776.1/msa/2017-01/2018-11-21 06:08:23.007528+00:00_8d31e3ef-8e18-4c89-baaf-74ab45dfa096.json\n",
      "\n",
      "323411402451050\n",
      "a5b1dd63-e81b-4cef-86d1-eec1b410f16f\n",
      "v1/grid.6571.5/msa/2016-01/2018-11-21 05:59:25.428780+00:00_a5b1dd63-e81b-4cef-86d1-eec1b410f16f.json\n",
      "v1/grid.6571.5/msa/2016-01/2018-11-21 05:59:25.428781+00:00_a5b1dd63-e81b-4cef-86d1-eec1b410f16f.json\n",
      "\n",
      "323410800039715\n",
      "af48c024-b297-4043-bafd-996f0cfc11a8\n",
      "v1/grid.9486.3/msa/2017-01/2018-11-21 06:59:17.453853+00:00_af48c024-b297-4043-bafd-996f0cfc11a8.json\n",
      "v1/grid.9486.3/msa/2017-01/2018-11-21 06:59:17.453854+00:00_af48c024-b297-4043-bafd-996f0cfc11a8.json\n",
      "\n",
      "323411003642754\n",
      "b0fbf0a1-95d3-4030-86e2-644b4b9dec6b\n",
      "v1/grid.7836.a/msa/2016-01/2018-11-21 06:15:24.527781+00:00_b0fbf0a1-95d3-4030-86e2-644b4b9dec6b.json\n",
      "v1/grid.7836.a/msa/2016-01/2018-11-21 06:15:24.527782+00:00_b0fbf0a1-95d3-4030-86e2-644b4b9dec6b.json\n",
      "\n",
      "323411402436707\n",
      "bdb19ad3-6dfe-4238-b927-c39991d38633\n",
      "v1/grid.30055.33/msa/2016-01/2018-11-21 06:25:23.320957+00:00_bdb19ad3-6dfe-4238-b927-c39991d38633.json\n",
      "v1/grid.30055.33/msa/2016-01/2018-11-21 06:25:23.320958+00:00_bdb19ad3-6dfe-4238-b927-c39991d38633.json\n",
      "\n",
      "323410800032534\n",
      "c952c9a1-5edd-46b5-b019-8e29535abd46\n",
      "v1/grid.9486.3/msa/2015-01/2018-11-21 06:53:18.973852+00:00_c952c9a1-5edd-46b5-b019-8e29535abd46.json\n",
      "v1/grid.9486.3/msa/2015-01/2018-11-21 06:53:18.973853+00:00_c952c9a1-5edd-46b5-b019-8e29535abd46.json\n",
      "\n",
      "323411003638504\n",
      "d3bfe4a5-54b7-4064-b32e-ea3d16359236\n",
      "v1/grid.26999.3d/wos/2017-10/2018-11-27 12:25:04.043977+00:00_d3bfe4a5-54b7-4064-b32e-ea3d16359236.json\n",
      "v1/grid.26999.3d/wos/2017-10/2018-11-27 12:25:04.043978+00:00_d3bfe4a5-54b7-4064-b32e-ea3d16359236.json\n",
      "\n",
      "323411402434681\n",
      "e3cbc523-5994-4e8b-9976-dc5ee258ce6d\n",
      "v1/grid.9486.3/msa/2016-01/2018-11-21 06:56:20.622491+00:00_e3cbc523-5994-4e8b-9976-dc5ee258ce6d.json\n",
      "v1/grid.9486.3/msa/2016-01/2018-11-21 06:56:20.622492+00:00_e3cbc523-5994-4e8b-9976-dc5ee258ce6d.json\n",
      "\n",
      "323410800224482\n",
      "f42eef3d-0614-4f42-a889-946d9175e563\n",
      "v1/grid.11899.38/wos/2013-01/2018-12-04 03:12:07.430635+00:00_f42eef3d-0614-4f42-a889-946d9175e563.json\n",
      "v1/grid.11899.38/wos/2013-01/2018-12-04 03:12:07.430636+00:00_f42eef3d-0614-4f42-a889-946d9175e563.json\n",
      "\n",
      "323411003630307\n",
      "fddc058d-4876-40c3-bf52-b0fb21b2da5e\n",
      "v1/grid.11899.38/wos/2017-01/2018-11-22 01:21:25.252103+00:00_fddc058d-4876-40c3-bf52-b0fb21b2da5e.json\n",
      "v1/grid.11899.38/wos/2017-01/2018-11-22 01:21:25.252104+00:00_fddc058d-4876-40c3-bf52-b0fb21b2da5e.json\n",
      "\n",
      "323411402432533\n"
     ]
    }
   ],
   "source": [
    "for task in task_ids:\n",
    "    print(task_ids[task][\"id\"])\n",
    "    print(task_ids[task][\"blob_name\"])\n",
    "    print(task_ids[task][\"new_blob_name\"])\n",
    "    print(\"\")\n",
    "    \n",
    "    db.collection(\"tasks\").document(task_ids[task][\"id\"]).update({\n",
    "        u\"fetch\": {\n",
    "            'blob_name': task_ids[task][\"new_blob_name\"]\n",
    "        }\n",
    "    })\n",
    "    \n",
    "    data = {\n",
    "        \"name\": task_ids[task][\"new_blob_name\"],\n",
    "        \"bucket\": \"coki-fetched-doi\"\n",
    "    }\n",
    "    future = publisher.publish(topic_path, data=json.dumps(data).encode('utf-8'))\n",
    "    message_id = future.result()\n",
    "    print(message_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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