#!/usr/bin/python3
# -*- coding: utf-8 -*-
# -*- mode: Python -*-


'''

redilysis
v0.1.0

A complex effect that depends on redis keys for audio analysis

see https://git.interhacker.space/teamlase/redilysis for more informations
about the redilysis project

LICENCE : CC

by cocoa


'''
from __future__ import print_function
import argparse
import ast
import os
import math
import random
import redis
import sys
import time 
name = "filters::redilysis"

def debug(*args, **kwargs):
    if( verbose == False ):
        return
    print(*args, file=sys.stderr, **kwargs)
def msNow():
    return time.time()

# The list of available modes => redis keys each requires to run
oModeList = {
        "rms_noise": ["rms"],
        "rms_size": ["rms"],
        "bpm_size": ["bpm"],
        "bpm_detect_size": ["bpm","bpm_delay","bpm_sample_interval","beats"]
        }
CHAOS       = 1
REDISLATENCY     = 30
REDIS_FREQ  = 300

# General Args
argsparser = argparse.ArgumentParser(description="Redilysis filter")
argsparser.add_argument("-v","--verbose",action="store_true",help="Verbose")
# Redis Args
argsparser.add_argument("-i","--ip",help="IP address of the Redis server ",default="127.0.0.1",type=str)
argsparser.add_argument("-p","--port",help="Port of the Redis server ",default="6379",type=str)
argsparser.add_argument("-s","--redis-freq",help="Query Redis every x (in milliseconds). Default:{}".format(REDIS_FREQ),default=REDIS_FREQ,type=int)
# General args
argsparser.add_argument("-x","--centerX",help="geometrical center X position",default=400,type=int)
argsparser.add_argument("-y","--centerY",help="geometrical center Y position",default=400,type=int)
argsparser.add_argument("-f","--fps",help="Frame Per Second",default=30,type=int)
# Modes And Common Modes Parameters
argsparser.add_argument("-l","--redisLatency",help="Latency in ms to substract. Default:{}".format(REDISLATENCY),default=REDISLATENCY,type=float)
argsparser.add_argument("-m","--modelist",required=True,help="Comma separated list of modes to use from: {}".format("i, ".join(oModeList.keys())),type=str)
argsparser.add_argument("--chaos",help="How much disorder to bring. High value = More chaos. Default {}".format(CHAOS), default=CHAOS, type=str)

args        = argsparser.parse_args()
ip          = args.ip
port        = args.port
redisFreq   = args.redis_freq / 1000
verbose     = args.verbose
fps         = args.fps
centerX     = args.centerX
centerY     = args.centerY
redisLatency     = args.redisLatency
chaos       = float(args.chaos)
optimal_looptime = 1 / fps

modeList    = args.modelist.split(",")
redisKeys   = []
for mode in modeList:
    if not mode in oModeList:
        print("Mode '{}' is invalid. Exiting.".format(mode))
        sys.exit(2)
    redisKeys += oModeList[mode]
redisKeys   = list(set(redisKeys))
debug(name,"Redis Keys:{}".format(redisKeys))
redisData = {}
redisLastHit = msNow() - 99999
r = redis.Redis(
        host=ip,
        port=port)

# Records the last bpm 
tsLastBeat = time.time()

def gauss(x, mu, sigma):
    return( math.exp(-math.pow((x-mu),2)/(2*math.pow(sigma,2))/math.sqrt(2*math.pi*math.pow(sigma,2))))

previousPTTL = 0 
tsNextBeatsList = []
def bpmDetect( ):
    """
    An helper to compute the next beat time in milliseconds
    Returns True if the cache was updated
    """
    global tsNextBeatsList
    global previousPTTL 
    global redisLastHit
    global redisLatency
    
    # Get the redis PTTL value for bpm
    PTTL = redisData["bpm_pttl"]

    # Skip early if PTTL < 0
    if PTTL < 0 :
        debug(name,"bpmDetect skip detection : PTTL expired for 'bpm' key")
        return False

    # Skip early if the record hasn't been rewritten 
    if PTTL <= previousPTTL :
        previousPTTL = PTTL
        #debug(name,"bpmDetect skip detection : {} <= {}".format(PTTL, previousPTTL))
        return False
    debug(name,"bpmDetect running detection : {} > {}".format(PTTL, previousPTTL))
    previousPTTL = PTTL

    # Skip early if beat list is empty
    beatsList = ast.literal_eval(redisData["beats"])
    tsNextBeatsList = []
    if( len(beatsList) == 0 ):
        return True

    # Read from redis
    bpm = float(redisData["bpm"])
    msBpmDelay = float(redisData["bpm_delay"])
    samplingInterval = float(redisData["bpm_sample_interval"])

    # Calculate some interpolations
    lastBeatTiming = float(beatsList[len(beatsList) - 1])
    msPTTLDelta  = 2 * samplingInterval - float(PTTL)
    sPerBeat = 60 / bpm
    lastBeatDelay = msBpmDelay - lastBeatTiming*1000 + msPTTLDelta
    countBeatsPast = math.floor( (lastBeatDelay / 1000) / sPerBeat)
    #debug(name,"bpmDetect lastBeatTiming:{}\tmsPTTLDelta:{}\tsPerBeat:{}".format(lastBeatTiming,msPTTLDelta,sPerBeat))
    #debug(name,"lastBeatDelay:{}\t countBeatsPast:{}".format(lastBeatDelay, countBeatsPast))
    for i in range( countBeatsPast, 1000):
        beatTime = i * sPerBeat - lastBeatTiming 
        if beatTime < 0:
            continue
        if beatTime * 1000 > 2 * samplingInterval :
            break
        #debug(name, "bpmDetect beat add beatTime:{} redisLastHit:{}".format(beatTime, redisLastHit))
        tsNextBeatsList.append( redisLastHit + beatTime - redisLatency/1000)
    debug(name, "bpmDetect new tsNextBeatsList:{}".format(tsNextBeatsList))

    return True

def bpm_detect_size( pl ):
    bpmDetect()
   
    # Find the next beat in the list
    tsNextBeat      = 0

    now = time.time()
    msNearestBeat = None
    msRelativeNextBTList = list(map( lambda a: abs(now - a) * 1000, tsNextBeatsList)) 
    msToBeat = min( msRelativeNextBTList) 

    #debug(name,"bpm_detect_size msRelativeNextBTList:{} msToBeat:{}".format(msRelativeNextBTList,msToBeat))
    # Calculate the intensity based on bpm coming/leaving
    # The curb is a gaussian
    mu = 15 
    intensity = gauss( msToBeat, 0 , mu)
    #debug(name,"bpm_size","mu:{}\t msToBeat:{}\tintensity:{}".format(mu, msToBeat, intensity))
    if msToBeat < 20:
        debug(name,"bpm_detect_size kick:{}".format(msToBeat))
        pass
    for i, point in enumerate(pl):
        ref_x = point[0]-centerX
        ref_y = point[1]-centerY
        #debug(name,"In new ref x:{} y:{}".format(point[0]-centerX,point[1]-centerY))
        angle=math.atan2( point[0] - centerX  , point[1] - centerY )
        l = ref_y / math.cos(angle)
        new_l = l * intensity 
        #debug(name,"bpm_size","angle:{} l:{} new_l:{}".format(angle,l,new_l))
        new_x = math.sin(angle) * new_l + centerX
        new_y = math.cos(angle) * new_l + centerY
        #debug(name,"x,y:({},{}) x',y':({},{})".format(point[0],point[1],new_x,new_y))
        pl[i][0] = new_x 
        pl[i][1] = new_y
    #debug( name,"bpm_detect_size output:{}".format(pl))
    return( pl );

def bpm_size( pl ):
    global tsLastBeat
    bpm = float(redisData["bpm"])
    # msseconds ber beat
    msPerBeat = int(60 / bpm * 1000)
    # Calculate the intensity based on bpm coming/leaving
    # The curb is a gaussian
    mu = math.sqrt(msPerBeat)
    msTimeToLastBeat = (time.time() - tsLastBeat) * 1000
    msTimeToNextBeat = (msPerBeat - msTimeToLastBeat)
    intensity = gauss( msTimeToNextBeat, 0 , mu)
    debug(name,"bpm_size","msPerBeat:{}\tmu:{}".format(msPerBeat, mu))
    debug(name,"bpm_size","msTimeToLastBeat:{}\tmsTimeToNextBeat:{}\tintensity:{}".format(msTimeToLastBeat, msTimeToNextBeat, intensity))
    if msTimeToNextBeat <= 0 :
        tsLastBeat = time.time()
    for i, point in enumerate(pl):
        ref_x = point[0]-centerX
        ref_y = point[1]-centerY
        #debug(name,"In new ref x:{} y:{}".format(point[0]-centerX,point[1]-centerY))
        angle=math.atan2( point[0] - centerX  , point[1] - centerY )
        l = ref_y / math.cos(angle)
        new_l = l * intensity 
        #debug(name,"bpm_size","angle:{} l:{} new_l:{}".format(angle,l,new_l))
        new_x = math.sin(angle) * new_l + centerX
        new_y = math.cos(angle) * new_l + centerY
        #debug(name,"x,y:({},{}) x',y':({},{})".format(point[0],point[1],new_x,new_y))
        pl[i][0] = new_x 
        pl[i][1] = new_y
    #debug( name,"bpm_noise output:{}".format(pl))
    return pl

def rms_size( pl ):
    rms = float(redisData["rms"])
    for i, point in enumerate(pl):
        
        ref_x = point[0]-centerX
        ref_y = point[1]-centerY
        debug(name,"In new ref x:{} y:{}".format(point[0]-centerX,point[1]-centerY))
        angle=math.atan2( point[0] - centerX  , point[1] - centerY )
        l = ref_y / math.cos(angle)
        debug(name,"angle:{} l:{}".format(angle,l))
        new_l = l + rms * chaos
        new_x = math.sin(angle) * new_l + centerX
        new_y = math.cos(angle) * new_l + centerY
        debug(name,"x,y:({},{}) x',y':({},{})".format(point[0],point[1],new_x,new_y))
        pl[i][0] = new_x 
        pl[i][1] = new_y
    #debug( name,"rms_noise output:{}".format(pl))
    return pl

def rms_noise( pl ):
    rms = float(redisData["rms"])
    debug(name, "pl:{}".format(pl))
    for i, point in enumerate(pl):
        #debug(name,"rms_noise chaos:{} rms:{}".format(chaos, rms))
        xRandom = random.uniform(-1,1) * rms * chaos
        yRandom = random.uniform(-1,1) * rms * chaos
        #debug(name,"rms_noise xRandom:{} yRandom:{}".format(xRandom, yRandom))
        pl[i][0] += xRandom
        pl[i][1] += yRandom
    #debug( name,"rms_noise output:{}".format(pl))
    return pl
  

def refreshRedis():
    global redisLastHit
    global redisData
    # Skip if cache is sufficent
    diff = msNow() - redisLastHit
    if diff < redisFreq : 
        #debug(name, "refreshRedis not updating redis, {} < {}".format(diff, redisFreq))
        pass 
    else:
        #debug(name, "refreshRedis updating redis, {} > {}".format(diff, redisFreq))
        redisLastHit = msNow() 
        for key in redisKeys:
            redisData[key] = r.get(key).decode('ascii')
            #debug(name,"refreshRedis key:{} value:{}".format(key,redisData[key]))
    # Only update the TTLs 
    if 'bpm' in redisKeys:
        redisData['bpm_pttl'] = r.pttl('bpm')
        #debug(name,"refreshRedis key:bpm_ttl value:{}".format(redisData["bpm_pttl"]))
    #debug(name,"redisData:{}".format(redisData))
    return True

try:
    while True:
      refreshRedis()
      start = time.time()
      line = sys.stdin.readline()
      if line == "":
         time.sleep(0.01)
      line = line.rstrip('\n')
      pointsList = ast.literal_eval(line)
      # Do the filter
      for mode in modeList:
          pointsList = locals()[mode](pointsList)
      print( pointsList, flush=True )
      looptime = time.time() - start
      # debug(name+" looptime:"+str(looptime))
      if( looptime < optimal_looptime ):
        time.sleep( optimal_looptime - looptime)
        # debug(name+" micro sleep:"+str( optimal_looptime - looptime))
except EOFError:
    debug(name+" break")# no more information