# coding: utf-8
"""
    Galaxy kiloparsec plotter
"""
from astropy.table import QTable
import matplotlib.pyplot as plt
import numpy as np


def plot_radial(table: QTable):

    fig = plt.figure(figsize=(6, 5))
    # setting the axis limits in [left, bottom, width, height]
    rect = [0.1, 0.1, 0.8, 0.8]

    # the polar axis:
    ax_polar = fig.add_axes(rect, polar=True, frameon=False)
    rmax = 10
    ax_polar.set_rmax(rmax)

    ax_polar.set_xticklabels([])

    sc = ax_polar.scatter(table["phi"], table["r"], c=table["mass"], s=100, alpha=1)
    plt.colorbar(sc)

    fig, ax = plt.subplots(subplot_kw=dict(projection="polar"), figsize=(6, 5))

    rbins = np.unique(table["r"])
    delta_r = rbins[1] - rbins[0]

    for r in rbins:

        mask = table["r"] == r
        phibins = table["phi"][mask].value

        C = np.log10(table["mass"][mask].value)
        N = len(C)
        C = np.arange(N) + r.value
        np.random.shuffle(C)
        C = C.reshape(1, N)
        P = np.zeros(shape=(2, N + 1))

        R = np.ones(shape=(2, N + 1)) * (r + delta_r / 2.0)
        R[0, :] -= delta_r
        R = R.value

        deltaphi = phibins[1] - phibins[0]
        P[0, :-1] = phibins - deltaphi / 2
        P[1, :-1] = phibins - deltaphi / 2
        P[0, -1] = P[0, 0]
        P[1, -1] = P[1, 0]

        pc = ax.pcolormesh(P, R, C, cmap="tab20c")  # , vmin=6, vmax=9)
        print(P, R, C)
    # fig.colorbar(pc)