"""Script to launch experiments.
"""
import argparse
import os
import shutil
import subprocess
import sys


if __name__ == "__main__":

    parser = argparse.ArgumentParser(prog='launcher', description='Script to '
                                     'launch experiments')
    parser.add_argument('gpu', help='Integer for gpu')
    parser.add_argument('exp_name', help='Name of experiment')
    parser.add_argument('train_path',
                        help='Path to model.py and train.py files')
    parser.add_argument('out_path', help='Path to to folder to save results')
    # parser.add_argument('-v', action='store_true', help='Verbose')
    args = parser.parse_args()

    print('\n========================================================')
    print('              Anna Experiment Launcher                ')
    print('========================================================\n')

    exp_name = args.exp_name
    train_path = args.train_path
    out_path = args.out_path
    gpu = args.gpu
    train_path = os.path.join(train_path, exp_name)
    out_path = os.path.join(out_path, exp_name)

    my_env = os.environ
    my_env['THEANO_FLAGS'] =
    'floatX=float32,device=gpu{0},nvcc.fastmath=True'.format(gpu)

    print('===================== Inputs ===========================')
    print('Experiment Name: {}'.format(exp_name))
    print('Path to train.py and model.py: {}'.format(train_path))
    print('Out Folder Path: {}'.format(out_path))
    print('========================================================\n')

    # Modify output directory to include experiment name in path
    # Check if output directory exists, if not create it
    if not os.path.exists(out_path):
        os.makedirs(out_path)

    # Copy model.py and train.py to out_file_path location
    model_file_path = os.path.join(train_path, 'model.py')
    train_file_path = os.path.join(train_path, 'train.py')
    scratch_file_path = os.path.join(train_path, 'train_scratch.py')
    finetune_file_path = os.path.join(train_path, 'train_finetune.py')

    if not os.path.exists(model_file_path):
        print('Model File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(train_file_path):
        print('Train File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(scratch_file_path):
        print('Scratch File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(finetune_file_path):
        print('Finetuning File Does Not Exist!')
        sys.exit(0)

    shutil.copy(model_file_path, os.path.join(out_path, 'model.py'))
    shutil.copy(train_file_path, os.path.join(out_path, 'train.py'))
    shutil.copy(scratch_file_path, os.path.join(out_path, 'train_scratch.py'))
    shutil.copy(finetune_file_path, os.path.join(out_path,
                                                 'train_finetune.py'))

    print('=================== Launch Process =======================')

    # Launch Process
    log_file = os.path.join(out_path, 'log.txt')
    f_log = open(log_file, 'wb')
    run_str = "python -u {0} {1} {2}".format(os.path.join(out_path,
                                             'train.py'),
                                             exp_name,
                                             out_path)
    run_list = run_str.split()
    print run_list
    print('Running: {}'.format(run_str))
    child_proc = subprocess.Popen(run_list,
                                  stdout=f_log,
                                  stderr=f_log,
                                  env=my_env)
    f_log.close()
    PID = child_proc.pid
    print('Process Launched with PID: {}'.format(PID))
    print('Process Log written to: {}'.format(log_file))

    # Make file containing the pid
    f_pid = open(os.path.join(out_path, 'pid'), 'wb')
    f_pid.write('PID: {}\n'.format(PID))
    f_pid.close()

    print('======================= Done ===========================')

"""Script to launch experiments.
"""
import argparse
import os
import shutil
import subprocess
import sys


if __name__ == "__main__":

    parser = argparse.ArgumentParser(prog='launcher', description='Script to '
                                     'launch experiments')
    parser.add_argument('gpu', help='Integer for gpu')
    parser.add_argument('exp_name', help='Name of experiment')
    parser.add_argument('train_path',
                        help='Path to model.py and train.py files')
    parser.add_argument('out_path', help='Path to to folder to save results')
    # parser.add_argument('-v', action='store_true', help='Verbose')
    args = parser.parse_args()

    print('\n========================================================')
    print('              Anna Experiment Launcher                ')
    print('========================================================\n')

    exp_name = args.exp_name
    train_path = args.train_path
    out_path = args.out_path
    gpu = args.gpu
    train_path = os.path.join(train_path, exp_name)
    out_path = os.path.join(out_path, exp_name)

    my_env = os.environ
    my_env['THEANO_FLAGS'] =
    'floatX=float32,device=gpu{0},nvcc.fastmath=True'.format(gpu)

    print('===================== Inputs ===========================')
    print('Experiment Name: {}'.format(exp_name))
    print('Path to train.py and model.py: {}'.format(train_path))
    print('Out Folder Path: {}'.format(out_path))
    print('========================================================\n')

    # Modify output directory to include experiment name in path
    # Check if output directory exists, if not create it
    if not os.path.exists(out_path):
        os.makedirs(out_path)

    # Copy model.py and train.py to out_file_path location
    model_file_path = os.path.join(train_path, 'model.py')
    train_file_path = os.path.join(train_path, 'train.py')
    scratch_file_path = os.path.join(train_path, 'train_scratch.py')
    finetune_file_path = os.path.join(train_path, 'train_finetune.py')

    if not os.path.exists(model_file_path):
        print('Model File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(train_file_path):
        print('Train File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(scratch_file_path):
        print('Scratch File Does Not Exist!')
        sys.exit(0)
    elif not os.path.exists(finetune_file_path):
        print('Finetuning File Does Not Exist!')
        sys.exit(0)

    shutil.copy(model_file_path, os.path.join(out_path, 'model.py'))
    shutil.copy(train_file_path, os.path.join(out_path, 'train.py'))
    shutil.copy(scratch_file_path, os.path.join(out_path, 'train_scratch.py'))
    shutil.copy(finetune_file_path, os.path.join(out_path,
                                                 'train_finetune.py'))

    print('=================== Launch Process =======================')

    # Launch Process
    log_file = os.path.join(out_path, 'log.txt')
    f_log = open(log_file, 'wb')
    run_str = "python -u {0} {1} {2}".format(os.path.join(out_path,
                                             'train.py'),
                                             exp_name,
                                             out_path)
    run_list = run_str.split()
    print run_list
    print('Running: {}'.format(run_str))
    child_proc = subprocess.Popen(run_list,
                                  stdout=f_log,
                                  stderr=f_log,
                                  env=my_env)
    f_log.close()
    PID = child_proc.pid
    print('Process Launched with PID: {}'.format(PID))
    print('Process Log written to: {}'.format(log_file))

    # Make file containing the pid
    f_pid = open(os.path.join(out_path, 'pid'), 'wb')
    f_pid.write('PID: {}\n'.format(PID))
    f_pid.close()

    print('======================= Done ===========================')

Script to launch experiments. # parser.add_argument('-v', action='store_true', help='Verbose') # Modify output directory to include experiment name in path # Check if output directory exists, if not create it # Copy model.py and train.py to out_file_path location # Launch Process # Make file containing the pid