draw_interest_area_on_videos_ffmpeg_create_and_submit_jobs.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import os\n",
    "import glob\n",
    "import numpy as np\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "job_dir = './draw_interest_are_ffmpeg_job_script'\n",
    "input_dir = '../ROM_raw_videos'\n",
    "input_sub_dir = os.listdir(input_dir)\n",
    "input_sub_dir.sort()\n",
    "input_sub_dir\n",
    "output_dir = '../ROM_raw_videos_with_interst_area_ffmpeg_new3'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create Job Script"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creat job_script for videos in ../ROM_raw_videos/Oct_02, 6 videos in total.\n",
      "job_Camera1_Oct_02_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera1_Oct_02_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Oct_02_1500_1600_Single_Agent_Raw_Act.sh\n",
      "job_Camera2_Oct_02_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera2_Oct_02_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Oct_02_1500_1600_Single_Agent_Raw_Act.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Oct_03, 6 videos in total.\n",
      "job_Camera1_Oct_03_1300_1400_Agent_Community_raw_act.sh\n",
      "job_Camera1_Oct_03_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Oct_03_1500_1600_Prescribed_Behavior.sh\n",
      "job_Camera2_Oct_03_1300_1400_Agent_Community_raw_act.sh\n",
      "job_Camera2_Oct_03_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Oct_03_1500_1600_Prescribed_behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Oct_05, 6 videos in total.\n",
      "job_Camera1_Oct_05_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera1_Oct_05_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Oct_05_1500_1600_Single_Agent_Raw_Act.sh\n",
      "job_Camera2_Oct_05_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera2_Oct_05_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Oct_05_1500_1600_Single_Agent_Raw_Act.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_12, 2 videos in total.\n",
      "job_Camera1_Sep_12_1300_1400_Parameterized_Learning_Agent_Lingheng.sh\n",
      "job_Camera1_Sep_12_1400_1500_Prescribed_Behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_13, 3 videos in total.\n",
      "job_Camera1_Sep_13_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_13_1400_1500_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_13_1500_1600_Prescribed_Behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_14, 0 videos in total.\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_17, 6 videos in total.\n",
      "job_Camera1_Sep_17_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_17_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_17_1500_1600_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_17_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_17_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_17_1500_1600_Prescribed_Behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_18, 8 videos in total.\n",
      "job_Camera1_Sep_18_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_18_1400_1430_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_18_1430_1500_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_18_1500_1600_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_18_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_18_1400_1430_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_18_1430_1500_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_18_1500_1600_Prescribed_Behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_19, 8 videos in total.\n",
      "job_Camera1_Sep_19_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_19_1400_1430_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_19_1430_1500_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_19_1500_1600_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_19_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_19_1400_1430_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_19_1430_1500_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_19_1500_1600_Prescribed_Behavior.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_20, 6 videos in total.\n",
      "job_Camera1_Sep_20_1300_1400_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_20_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_20_1500_1600_Raw_Single_Learning_Agent.sh\n",
      "job_Camera2_Sep_20_1300_1400_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_20_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_20_1500_1600_Raw_Single_Learning_Agent.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_21, 6 videos in total.\n",
      "job_Camera1_Sep_21_1300_1400_Raw_Single_Learning_Agent.sh\n",
      "job_Camera1_Sep_21_1400_1500_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_21_1500_1600_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_21_1300_1400_Raw_Single_Learning_Agent.sh\n",
      "job_Camera2_Sep_21_1400_1500_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_21_1500_1600_Parameterized_Learning_Agent.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_24, 6 videos in total.\n",
      "job_Camera1_Sep_24_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_24_1400_1500_Prescribed_Behavior.sh\n",
      "job_Camera1_Sep_24_1500_1600_Agent_Community_raw_act.sh\n",
      "job_Camera2_Sep_24_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_24_1400_1500_Prescribed_Behavior.sh\n",
      "job_Camera2_Sep_24_1500_1600_Agent_Community_raw_act.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_25, 6 videos in total.\n",
      "job_Camera1_Sep_25_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera1_Sep_25_1400_1500_Single_Agent_Raw_Act.sh\n",
      "job_Camera1_Sep_25_1500_1600_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_25_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera2_Sep_25_1400_1500_Single_Agent_Raw_Act.sh\n",
      "job_Camera2_Sep_25_1500_1600_Parameterized_Learning_Agent.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_26, 6 videos in total.\n",
      "job_Camera1_Sep_26_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_26_1400_1500_Prescribed_behavior.sh\n",
      "job_Camera1_Sep_26_1500_1600_Agent_Community_raw_act.sh\n",
      "job_Camera2_Sep_26_1300_1400_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_26_1400_1500_Prescribed_behavior.sh\n",
      "job_Camera2_Sep_26_1500_1600_Agent_Community_raw_act.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_27, 6 videos in total.\n",
      "job_Camera1_Sep_27_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera1_Sep_27_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera1_Sep_27_1500_1600_Agent_Community_raw_act.sh\n",
      "job_Camera2_Sep_27_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera2_Sep_27_1400_1500_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_27_1500_1600_Agent_Community_raw_act.sh\n",
      "Creat job_script for videos in ../ROM_raw_videos/Sep_28, 6 videos in total.\n",
      "job_Camera1_Sep_28_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera1_Sep_28_1400_1500_Single_Agent_Raw_Act.sh\n",
      "job_Camera1_Sep_28_1500_1600_Parameterized_Learning_Agent.sh\n",
      "job_Camera2_Sep_28_1300_1400_Prescribed_behavior.sh\n",
      "job_Camera2_Sep_28_1400_1500_Single_Agent_Raw_Act.sh\n",
      "job_Camera2_Sep_28_1500_1600_Parameterized_Learning_Agent.sh\n"
     ]
    }
   ],
   "source": [
    "GPU_NUM = 1\n",
    "JOB_TIME = '0-01:00'\n",
    "JOB_MEMORY = '8000M'\n",
    "PROCESS_SCRIPT = './draw_interest_area_on_videos.py'\n",
    "#input_sub_dir = ['Sep_17']\n",
    "for date in input_sub_dir:\n",
    "    date_dir = os.path.join(input_dir, date)\n",
    "    videos_on_date = os.listdir(date_dir)\n",
    "    videos_on_date.sort()\n",
    "    print('Creat job_script for videos in {}, {} videos in total.'.format(date_dir, len(videos_on_date)))\n",
    "    \n",
    "    output_sub_dir = os.path.join(output_dir, date)\n",
    "    if not os.path.exists(output_sub_dir):\n",
    "        os.makedirs(output_sub_dir)\n",
    "    \n",
    "    job_sub_dir = os.path.join(job_dir, date)\n",
    "    if not os.path.exists(job_sub_dir):\n",
    "        os.makedirs(job_sub_dir)\n",
    "    \n",
    "    for video in videos_on_date:\n",
    "        input_file = os.path.join(date_dir, video)\n",
    "        video_name = video.split('.mp4')[0]\n",
    "        job_filename = 'job_{}.sh'.format(video_name)\n",
    "        \n",
    "        # Load overlay image\n",
    "        if 'Camera1' in video_name:\n",
    "            overlay_image = 'camera1_transparent_img.png'\n",
    "        else:\n",
    "            overlay_image = 'camera2_transparent_img.png'\n",
    "        \n",
    "        output_video_filename = os.path.join(output_sub_dir,'{}_ffmpeg_with_interest_area.mp4'.format(video_name))\n",
    "        \n",
    "        print(job_filename)\n",
    "        with open(os.path.join(job_sub_dir, job_filename), 'w') as job_file:\n",
    "            job_file.write('#!/bin/bash\\n')\n",
    "            job_file.write('#SBATCH --account=def-dkulic\\n')\n",
    "            #job_file.write('#SBATCH --gres=gpu:{}              # request GPU generic resource\\n'.format(GPU_NUM))\n",
    "            job_file.write('#SBATCH --cpus-per-task=2    #Maximum of CPU cores per GPU request: 6 on Cedar, 16 on Graham.\\n')\n",
    "            job_file.write('#SBATCH --mem={}               # memory per node\\n'.format(JOB_MEMORY))\n",
    "            job_file.write('#SBATCH --time={}            # time (DD-HH:MM)\\n'.format(JOB_TIME))\n",
    "            job_file.write('#SBATCH --output=./draw_interest_area_ffmpge_job_script_output/{}_%N-%j.out        # %N for node name, %j for jobID\\n'.format(video_name))\n",
    "            job_file.write('## Main processing command\\n')\n",
    "            job_file.write(\"ffmpeg -i {} -i {} -filter_complex \\\"[0:v][1:v] overlay=0:0\\\" -c:a copy {}\".format(os.path.abspath(input_file),\n",
    "                                                                                                               os.path.abspath(overlay_image),\n",
    "                                                                                                               os.path.abspath(output_video_filename)))\n",
    "            "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Submit Job Script"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Submitting job on Oct_02\n",
      "job_Camera1_Oct_02_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Oct_02_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Oct_02_1500_1600_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera2_Oct_02_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Oct_02_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Oct_02_1500_1600_Single_Agent_Raw_Act.sh: 0\n",
      "Submitting job on Oct_03\n",
      "job_Camera1_Oct_03_1300_1400_Agent_Community_raw_act.sh: 0\n",
      "job_Camera1_Oct_03_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Oct_03_1500_1600_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Oct_03_1300_1400_Agent_Community_raw_act.sh: 0\n",
      "job_Camera2_Oct_03_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Oct_03_1500_1600_Prescribed_behavior.sh: 0\n",
      "Submitting job on Oct_05\n",
      "job_Camera1_Oct_05_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Oct_05_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Oct_05_1500_1600_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera2_Oct_05_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Oct_05_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Oct_05_1500_1600_Single_Agent_Raw_Act.sh: 0\n",
      "Submitting job on Sep_12\n",
      "job_Camera1_Sep_12_1300_1400_Parameterized_Learning_Agent_Lingheng.sh: 0\n",
      "job_Camera1_Sep_12_1400_1500_Prescribed_Behavior.sh: 0\n",
      "Submitting job on Sep_13\n",
      "job_Camera1_Sep_13_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_13_1400_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_13_1500_1600_Prescribed_Behavior.sh: 0\n",
      "Submitting job on Sep_14\n",
      "Submitting job on Sep_17\n",
      "job_Camera1_Sep_17_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_17_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_17_1500_1600_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_17_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_17_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_17_1500_1600_Prescribed_Behavior.sh: 0\n",
      "Submitting job on Sep_18\n",
      "job_Camera1_Sep_18_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_18_1400_1430_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_18_1430_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_18_1500_1600_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_18_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_18_1400_1430_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_18_1430_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_18_1500_1600_Prescribed_Behavior.sh: 0\n",
      "Submitting job on Sep_19\n",
      "job_Camera1_Sep_19_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_19_1400_1430_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_19_1430_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_19_1500_1600_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_19_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_19_1400_1430_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_19_1430_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_19_1500_1600_Prescribed_Behavior.sh: 0\n",
      "Submitting job on Sep_20\n",
      "job_Camera1_Sep_20_1300_1400_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_20_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_20_1500_1600_Raw_Single_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_20_1300_1400_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_20_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_20_1500_1600_Raw_Single_Learning_Agent.sh: 0\n",
      "Submitting job on Sep_21\n",
      "job_Camera1_Sep_21_1300_1400_Raw_Single_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_21_1400_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_21_1500_1600_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_21_1300_1400_Raw_Single_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_21_1400_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_21_1500_1600_Parameterized_Learning_Agent.sh: 0\n",
      "Submitting job on Sep_24\n",
      "job_Camera1_Sep_24_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_24_1400_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera1_Sep_24_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "job_Camera2_Sep_24_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_24_1400_1500_Prescribed_Behavior.sh: 0\n",
      "job_Camera2_Sep_24_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "Submitting job on Sep_25\n",
      "job_Camera1_Sep_25_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Sep_25_1400_1500_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera1_Sep_25_1500_1600_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_25_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Sep_25_1400_1500_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera2_Sep_25_1500_1600_Parameterized_Learning_Agent.sh: 0\n",
      "Submitting job on Sep_26\n",
      "job_Camera1_Sep_26_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_26_1400_1500_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Sep_26_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "job_Camera2_Sep_26_1300_1400_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_26_1400_1500_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Sep_26_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "Submitting job on Sep_27\n",
      "job_Camera1_Sep_27_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Sep_27_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera1_Sep_27_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "job_Camera2_Sep_27_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Sep_27_1400_1500_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_27_1500_1600_Agent_Community_raw_act.sh: 0\n",
      "Submitting job on Sep_28\n",
      "job_Camera1_Sep_28_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera1_Sep_28_1400_1500_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera1_Sep_28_1500_1600_Parameterized_Learning_Agent.sh: 0\n",
      "job_Camera2_Sep_28_1300_1400_Prescribed_behavior.sh: 0\n",
      "job_Camera2_Sep_28_1400_1500_Single_Agent_Raw_Act.sh: 0\n",
      "job_Camera2_Sep_28_1500_1600_Parameterized_Learning_Agent.sh: 0\n"
     ]
    }
   ],
   "source": [
    "job_sub_dir = os.listdir(job_dir)\n",
    "job_sub_dir.sort()\n",
    "PROCESS_VIDEOS_ON_DAY = os.listdir(input_dir)\n",
    "#PROCESS_VIDEOS_ON_DAY = ['Oct_02']\n",
    "for date in job_sub_dir:\n",
    "    \n",
    "    if date in PROCESS_VIDEOS_ON_DAY:\n",
    "        print('Submitting job on {}'.format(date))\n",
    "        date_dir = os.path.join(job_dir, date)\n",
    "        job_scripts = os.listdir(date_dir)\n",
    "        job_scripts.sort()\n",
    "        for job in job_scripts:\n",
    "            #if 'Camera2' in job:\n",
    "            code = os.system('sbatch {}'.format(os.path.join(date_dir, job)))\n",
    "            print('{}: {}'.format(job, code))\n",
    "    else:\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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