import json
from collections import defaultdict
from typing import List, Tuple

import matplotlib.pyplot as plt
import os

from analyzers import Store, BiogamesStore, SimulationOrderAnalyzer
from . import Render
from .. import Result, SimulationRoundsAnalyzer, BoardDurationAnalyzer, ActivityMapper


def plot(src_data: List[Tuple[str, List[int]]], ylabel="simulation rounds", title="simulation retries",
         rotation='vertical'):
	names, datas = list(zip(*src_data))
	plt.boxplot(datas, labels=names)
	plt.xticks(rotation=rotation)
	# plt.margins()
	plt.ylabel(ylabel)
	plt.title(title)
	plt.show()


class SimulationRoundsRender(Render):
	def render(self, results: List[Result]):
		data = defaultdict(list)
		for result in self.filter(results):
			get = result.get()
			for key in get:
				data[key].append(get[key])
		data_tuples = [(key, data[key]) for key in sorted(data)]
		data_tuples = sorted(data_tuples, key=lambda x: sum(x[1]))
		plot(data_tuples)

	result_types = [SimulationRoundsAnalyzer]


class BoardDurationHistRender(Render):
	result_types = [BoardDurationAnalyzer]

	def render(self, results: List[Result]):
		data = []
		for result in self.filter(results):
			session = result.get()
			_data = []
			for board in session:
				if "active" in board:
					_data.append(board["active"])
				else:
					_data.append(0)
			data.append(_data)
		n, bins, patches = plt.hist(data, log=True)
		plt.show()


class BoardDurationBoxRender(Render):
	result_types = [BoardDurationAnalyzer]

	def render(self, results: List[Result]):
		data = defaultdict(list)
		for result in self.filter(results):
			get = result.get()
			for board in get:
				duration = board['active'] if 'active' in board else 0
				data[board['id']].append(duration)
		data_tuples = [(key, data[key]) for key in sorted(data)]
		data_tuples = sorted(data_tuples, key=lambda x: sum(x[1]))
		plot(data_tuples)


class ActivityMapperRender(Render):
	result_types = [ActivityMapper]

	def render(self, results: List[Result]):
		print(os.getcwd())
		for result in self.filter(results):
			data = result.get()
			with open(os.path.join("static", "progress", "data", data['instance']),"w") as out:
				json.dump(data["store"], out, indent=1)
		return "ok"


class StoreRender(Render):
	result_types = [Store, BiogamesStore]

	def render(self, results: List[Result]):
		for result in self.filter(results):
			with open(os.path.join("static","progress","data","fooo"), "w") as out:
				json.dump(result.get(), out, indent=1)


class SimulationOrderRender(Render):
	def render(self, results: List[Result]):
		data = defaultdict(list)
		for result in self.filter(results):
			get = result.get()
			for i,value in enumerate(get):
				data[i].append(value)
		#data_tuples = [(key, data[key]) for key in sorted(data)]
		#data_tuples = sorted(data_tuples, key=lambda x: sum(x[1]))
		#plot(enumerate([r.get() for r in self.filter(results)]))
		plot(list(data.items()), ylabel="simulation retries", title="sequential simulation retries", rotation=None)

	result_types = [SimulationOrderAnalyzer]