#!/usr/bin/env python3
import subprocess
import time
import struct
import random
import math
import statistics
import tempfile
import itertools
from collections import defaultdict
from os import path

import tqdm


SIMS = [ 'dec_proto_am_ber_top.py',
        'dec_proto_am_dc_ber_top.py',
        'dec_proto_fm_ber_top.py',
        ]
E12_SERIES = [1.0, 1.2, 1.5, 1.8, 2.2, 2.7, 3.3, 3.9, 4.7, 5.6, 6.8, 8.2]
AMPLITUDES_MILLIHERTZ = [ x*y for y in [1, 10, 100] for x in E12_SERIES ]

SIMULATION_DURATION = 30.0 # seconds realtime
MAX_CONCURRENT_PROCESSES = 8


def run_simulation(
        duration = SIMULATION_DURATION,
        simulations = SIMS,
        forklimit = MAX_CONCURRENT_PROCESSES,
        amplitudes:'list(millihertz)' = AMPLITUDES_MILLIHERTZ, 
        terminate_timeout:'s' = 5.0,
        communicate_timeout:'s' = 10.0,
        repeat_runs = 1,
        shuffle = False,
        tqdm = tqdm.tqdm
        ):
    with tempfile.TemporaryDirectory() as tmpdir:

        jobs = list(enumerate(itertools.product(simulations, amplitudes * repeat_runs)))
        if shuffle:
            random.shuffle(jobs)
        nchunks = int(math.ceil(len(jobs)/forklimit))

        def start_processes(jobs):
            for i, (sim, ampl_mhz) in jobs:
                    berfile = path.join(tmpdir, f'berfile_{i}')
                    proc = subprocess.Popen(['/usr/bin/python2', sim,
                            '--signal-strength', str(ampl_mhz),
                            '--ber-file', berfile],
                        stdin=subprocess.PIPE, stdout=subprocess.DEVNULL)
                    yield proc, sim, ampl_mhz, berfile

        results = { sim: defaultdict(lambda: ([], [])) for sim in simulations }
        with tqdm(total = nchunks * duration, bar_format='{l_bar}{bar}| {elapsed}<{remaining}') as tq:
            tq.write(f'Will launch {len(jobs)} simulation jobs in {nchunks} batches of {forklimit}')
            for n, i in enumerate(range(0, len(jobs), forklimit)):
                batch = jobs[i:][:forklimit]
                tq.write(f'Starting batch {n+1}/{nchunks}...')
                processes = list(start_processes(batch))
                tq.write('done.')

                tq.write('Waiting for simulation:')
                for _ in range(100):
                    time.sleep(duration/100)
                    tq.update(duration/100)

                tq.write('Terminating processes...')
                for proc, *_ in processes:
                    proc.communicate(b'\n', timeout=communicate_timeout)

                for proc, *_ in processes:
                    proc.wait(terminate_timeout)
                tq.write('done.')

                tq.write('Processing simulation results')
                for _proc, sim, ampl_mhz, berfile in processes:

                    with open(berfile, 'rb') as f:
                        data = f.read()

                    floats = struct.unpack(f'{len(data)//4}f', data)
                    ber = statistics.mean(floats[-256:])
                    stdev = statistics.stdev(floats[-256:])

                    bers, stdevs = results[sim][ampl_mhz]
                    bers.append(ber)
                    stdevs.append(stdev)

    return results

if __name__ == '__main__':
    print(run_simulation())