如何从TCP数据绘制散点图

Question

我陷入了困境，并尝试了该社区中提供的许多解决方案。但是我无法解决我的问题的解决方案。

当前，我能够创建一个程序，通过该程序，我可以连续地从阵列中的TCP套接字收集点。我能够从套接字接收连续的输出。现在，我想从这些角度可视化散点图3D图。但是我无法查看图表。无论该社区提供什么解决方案，我都尝试了所有这些方法。但是我收到错误，无法获得结果。以下是我从TCP收集数据的代码：

from __future__ import print_function
from mpl_toolkits.mplot3d import Axes3D  # noqa: F401 unused import
import matplotlib.pyplot as plt
import numpy as np
import socket
import sys
import time
from time import sleep

start = time.time()
def comm_dists(ip, port):

    sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
    server_address = (ip, port)
    print(sys.stderr, 'connecting to %s port %s' % server_address)
    sock.connect(server_address)
    print("Connected")
    try:

        # Send data
        message = b'\x02\x02\x02\x02\x00\x00\x00\x10sMI 0 3 F4724744 ' #This will initiate the scanning process
        sock.sendall(message)
        print(sys.stderr, 'sending "%s"' % message)
        print('sent "%s"' % message)
        data = sock.recv(5000)
        sleep(0.05)
        n = 52
        while True:
            data = sock.recv(5000)
            data = data.decode("utf-8", errors='ignore')
            data = data.split()
            integer_data = [int.from_bytes(bytes.fromhex(item), 'big') for item in data[:-8]] #Convert the received values in Integer.
            print('received "%s"' % integer_data) #Print the data received from TCP socket 

    finally:
        print(sys.stderr, 'closing socket')
    return data

i=0
dados_csv = []

while i < int(1):
    data = comm_dists('192.168.0.1', 2111) #IP and port of the socket

    i=i+1

这是输出，看起来像：输出：

received "[197, 580, 580, 579, 571, 574, 571, 569, 572, 564, 562, 564, 560, 564, 558, 556, 558, 550, 549, 550, 548, 546, 550, 545, 547, 542, 540, 541, 537, 536, 534, 528, 529, 531, 525, 533, 528, 525, 530, 521, 518, 515, 521, 516, 518, 513, 513, 511, 515, 515, 509, 0, 509, 511, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 510, 0, 0, 510, 510, 511, 515, 510, 510, 514, 519, 518, 517, 525, 518, 525, 523, 529, 530, 526, 527, 532, 523, 534, 532, 537, 540, 538]"
received "[583, 581, 583, 578, 574, 574, 566, 566, 573, 570, 563, 561, 556, 563, 555, 552, 554, 550, 551, 546, 551, 545, 540, 545, 539, 548, 536, 543, 533, 533, 534, 530, 528, 528, 526, 531, 531, 524, 522, 520, 516, 523, 516, 516, 517, 516, 510, 518, 0, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 0, 0, 0, 0, 0, 514, 510, 510, 508, 520, 509, 0, 515, 513, 515, 518, 512, 523, 522, 522, 524, 519, 524, 528, 525, 520, 534, 530, 533, 540, 536, 538]"
received "[577, 581, 577, 576, 571, 573, 569, 567, 564, 560, 560, 561, 560, 561, 557, 552, 549, 554, 546, 549, 552, 542, 542, 540, 542, 541, 536, 540, 543, 535, 532, 533, 528, 531, 528, 527, 527, 533, 525, 530, 529, 521, 517, 517, 514, 521, 517, 517, 513, 510, 0, 512, 0, 0, 510, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 511, 0, 510, 0, 511, 512, 509, 510, 515, 523, 515, 515, 516, 518, 519, 524, 523, 525, 522, 525, 529, 534, 532, 538, 533, 534, 536]"
received "[574, 576, 579, 573, 572, 568, 563, 566, 568, 560, 562, 561, 561, 553, 554, 549, 556, 553, 551, 549, 547, 542, 544, 534, 542, 541, 529, 535, 541, 536, 534, 534, 530, 530, 528, 526, 525, 522, 523, 524, 522, 516, 521, 513, 517, 510, 0, 510, 516, 520, 0, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 512, 0, 0, 513, 520, 510, 514, 527, 515, 0, 521, 515, 519, 519, 526, 529, 522, 539, 531, 524, 531, 528, 529, 527, 530, 537]"
received "[582, 576, 580, 576, 573, 576, 569, 571, 571, 563, 565, 566, 558, 558, 561, 552, 550, 546, 543, 551, 549, 547, 536, 540, 536, 543, 549, 545, 542, 538, 534, 532, 540, 528, 532, 526, 513, 524, 523, 523, 530, 517, 513, 521, 517, 521, 516, 517, 0, 0, 0, 0, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 0, 0, 0, 0, 509, 0, 510, 508, 510, 0, 512, 511, 519, 515, 520, 520, 513, 516, 524, 516, 522, 524, 521, 525, 521, 528, 527, 530, 537, 533, 535, 532, 540, 543]"
received "[578, 576, 572, 574, 575, 571, 566, 570, 558, 567, 562, 559, 561, 558, 558, 560, 550, 551, 548, 544, 546, 544, 539, 539, 540, 537, 538, 537, 543, 532, 538, 530, 528, 524, 523, 525, 523, 529, 520, 522, 521, 519, 518, 518, 518, 521, 513, 0, 512, 515, 0, 0, 0, 509, 0, 0, 509, 0, 0, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 0, 0, 509, 0, 514, 508, 512, 516, 514, 520, 515, 521, 523, 520, 519, 520, 524, 532, 530, 526, 528, 527, 534, 533, 543, 532, 530]"
received "[581, 577, 574, 577, 572, 567, 576, 570, 568, 566, 567, 567, 556, 560, 551, 549, 547, 551, 550, 549, 550, 547, 542, 546, 538, 538, 535, 535, 534, 530, 529, 528, 535, 529, 533, 526, 524, 521, 519, 521, 524, 519, 517, 514, 511, 510, 514, 513, 518, 517, 513, 513, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 513, 515, 0, 511, 0, 509, 509, 515, 526, 516, 512, 516, 518, 517, 521, 517, 516, 523, 528, 528, 528, 529, 534, 531, 532, 536, 544, 544]"
received "[579, 578, 573, 573, 566, 569, 566, 564, 569, 560, 562, 558, 560, 550, 557, 560, 560, 546, 556, 545, 545, 543, 548, 539, 540, 541, 539, 532, 535, 534, 536, 530, 528, 531, 533, 525, 523, 529, 525, 531, 522, 523, 522, 518, 517, 517, 512, 0, 518, 0, 0, 0, 0, 511, 0, 0, 514, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 0, 0, 0, 511, 0, 0, 514, 527, 517, 518, 510, 517, 526, 524, 526, 528, 518, 525, 522, 530, 530, 533, 530, 526, 533, 534]"
received "[583, 583, 581, 577, 573, 573, 569, 565, 567, 562, 568, 559, 551, 559, 557, 548, 546, 555, 551, 549, 550, 544, 542, 540, 542, 538, 536, 538, 533, 529, 530, 530, 524, 528, 526, 531, 528, 524, 520, 519, 522, 517, 516, 517, 517, 511, 516, 512, 514, 515, 0, 0, 0, 511, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 509, 0, 511, 510, 513, 508, 514, 510, 514, 512, 518, 519, 518, 518, 522, 525, 526, 525, 528, 533, 525, 531, 529, 531, 531, 533, 538]"
received "[582, 582, 581, 576, 574, 572, 575, 571, 567, 565, 564, 561, 557, 561, 550, 557, 554, 549, 553, 550, 544, 545, 538, 544, 541, 536, 535, 535, 532, 532, 528, 537, 528, 523, 525, 524, 519, 526, 522, 523, 524, 526, 519, 521, 514, 515, 509, 514, 513, 512, 0, 510, 512, 509, 0, 0, 0, 0, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 511, 512, 0, 508, 518, 512, 521, 516, 516, 525, 516, 519, 524, 518, 522, 529, 532, 532, 529, 530, 530, 539, 535, 530, 539, 542]"
received "[576, 580, 574, 576, 573, 574, 575, 571, 568, 562, 561, 564, 562, 562, 550, 554, 553, 550, 546, 548, 545, 542, 542, 541, 538, 534, 534, 537, 536, 538, 526, 534, 529, 527, 533, 530, 524, 521, 515, 526, 518, 523, 515, 521, 514, 517, 511, 511, 0, 0, 510, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 512, 511, 0, 514, 0, 0, 510, 511, 509, 0, 513, 523, 523, 526, 520, 522, 520, 520, 525, 522, 525, 524, 532, 531, 531, 535, 535, 528, 540, 537]"
received "[581, 576, 579, 570, 577, 568, 568, 567, 569, 561, 555, 560, 564, 560, 565, 550, 548, 554, 558, 543, 549, 548, 543, 546, 541, 540, 540, 537, 536, 545, 533, 530, 532, 530, 523, 521, 534, 522, 527, 526, 530, 521, 518, 519, 522, 516, 0, 510, 516, 515, 0, 511, 515, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 0, 0, 512, 0, 0, 0, 511, 508, 515, 512, 516, 509, 521, 511, 521, 519, 514, 520, 523, 521, 528, 529, 525, 533, 531, 524, 536, 527, 538, 537]"
received "[585, 578, 579, 578, 573, 574, 563, 564, 561, 568, 566, 560, 561, 554, 556, 548, 550, 556, 552, 544, 544, 544, 540, 541, 535, 543, 535, 536, 531, 539, 533, 529, 529, 525, 528, 524, 523, 527, 526, 519, 525, 518, 516, 519, 518, 511, 514, 520, 511, 510, 511, 510, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 511, 515, 0, 514, 508, 511, 517, 516, 510, 515, 518, 517, 520, 516, 519, 523, 524, 521, 530, 531, 529, 532, 530, 536, 528, 532]"
received "[580, 578, 571, 578, 577, 568, 566, 573, 564, 566, 564, 564, 560, 556, 560, 553, 557, 550, 551, 543, 549, 547, 539, 542, 537, 539, 540, 538, 535, 538, 534, 533, 530, 527, 524, 524, 529, 523, 526, 515, 521, 519, 521, 525, 511, 523, 513, 514, 516, 511, 510, 0, 0, 0, 0, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 0, 510, 513, 515, 0, 0, 0, 0, 517, 518, 518, 522, 518, 521, 515, 522, 516, 526, 519, 522, 527, 531, 536, 534, 532, 543, 530, 533]"
received "[578, 576, 573, 575, 574, 574, 569, 565, 572, 564, 568, 559, 557, 557, 555, 551, 544, 555, 551, 553, 546, 547, 548, 542, 544, 532, 538, 539, 536, 537, 536, 528, 532, 533, 531, 526, 524, 516, 518, 520, 519, 517, 525, 521, 515, 517, 0, 510, 517, 510, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 512, 0, 509, 509, 0, 517, 511, 515, 515, 527, 513, 516, 517, 518, 522, 523, 524, 522, 521, 520, 523, 531, 527, 536, 534, 536, 537, 546]"
received "[578, 578, 582, 577, 574, 578, 568, 568, 572, 568, 566, 558, 564, 554, 557, 551, 560, 556, 550, 554, 549, 548, 539, 548, 544, 537, 546, 536, 540, 540, 533, 529, 538, 525, 531, 533, 529, 527, 518, 516, 519, 523, 522, 517, 513, 520, 510, 514, 0, 512, 0, 0, 0, 511, 511, 0, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 510, 508, 0, 0, 0, 515, 514, 510, 512, 513, 519, 518, 521, 517, 514, 513, 527, 526, 522, 523, 529, 527, 530, 526, 536, 540, 534, 535, 541]"
received "[587, 580, 574, 575, 575, 573, 574, 567, 569, 559, 564, 565, 562, 557, 554, 556, 550, 554, 553, 548, 547, 542, 544, 548, 539, 542, 540, 540, 533, 534, 534, 530, 531, 523, 534, 531, 524, 526, 519, 519, 524, 515, 516, 518, 514, 516, 522, 512, 509, 510, 510, 512, 0, 0, 0, 0, 0, 0, 0, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 510, 511, 510, 517, 509, 507, 518, 518, 521, 518, 519, 519, 521, 518, 520, 528, 529, 529, 530, 526, 533, 535, 537, 534, 536]"
received "[580, 573, 579, 571, 569, 571, 570, 566, 566, 567, 564, 562, 561, 560, 552, 557, 552, 553, 549, 546, 543, 546, 547, 541, 537, 539, 543, 534, 535, 536, 539, 538, 528, 527, 530, 525, 521, 529, 520, 521, 520, 522, 514, 518, 521, 516, 517, 510, 511, 0, 512, 0, 0, 0, 0, 0, 0, 0, 510, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 508, 0, 0, 0, 510, 0, 0, 510, 0, 515, 509, 518, 516, 516, 520, 523, 525, 520, 531, 530, 527, 526, 536, 526, 534, 529, 537, 535, 534]"
received "[577, 579, 577, 577, 571, 570, 574, 570, 559, 558, 560, 568, 557, 556, 560, 555, 552, 546, 548, 549, 548, 544, 547, 539, 541, 533, 539, 537, 534, 533, 529, 529, 527, 536, 525, 528, 525, 525, 524, 514, 521, 523, 516, 515, 513, 514, 512, 518, 513, 0, 0, 513, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 513, 0, 0, 0, 0, 0, 513, 0, 510, 515, 511, 517, 517, 522, 522, 516, 520, 526, 531, 526, 522, 524, 525, 530, 528, 529, 532, 530, 536, 542, 540]"
received "[583, 586, 580, 579, 576, 572, 574, 568, 561, 566, 561, 565, 557, 564, 561, 559, 554, 548, 547, 544, 552, 545, 551, 541, 539, 536, 541, 537, 535, 532, 535, 535, 532, 532, 533, 523, 522, 522, 522, 526, 526, 515, 518, 519, 512, 516, 516, 514, 516, 513, 511, 511, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 0, 0, 0, 0, 510, 512, 515, 512, 512, 517, 519, 524, 515, 516, 517, 523, 524, 522, 521, 531, 529, 519, 526, 530, 530, 532, 534, 538, 542]"
received "[579, 581, 577, 579, 572, 570, 573, 572, 572, 564, 570, 563, 558, 556, 558, 548, 550, 547, 544, 549, 546, 548, 546, 548, 543, 540, 536, 541, 540, 534, 538, 531, 532, 533, 534, 526, 528, 518, 522, 518, 520, 522, 522, 517, 520, 514, 515, 0, 515, 0, 511, 0, 0, 0, 510, 0, 0, 0, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 510, 515, 511, 0, 514, 508, 524, 519, 516, 515, 518, 514, 524, 517, 523, 522, 526, 528, 520, 534, 536, 535, 541, 540, 531, 539]"
received "[577, 581, 582, 573, 577, 567, 571, 567, 562, 567, 560, 561, 555, 558, 553, 557, 549, 551, 546, 545, 545, 546, 545, 544, 540, 538, 534, 532, 541, 534, 530, 528, 531, 529, 522, 528, 525, 522, 529, 516, 519, 510, 522, 521, 514, 523, 515, 511, 510, 513, 512, 0, 0, 0, 510, 0, 0, 0, 0, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 513, 514, 514, 511, 512, 514, 517, 513, 522, 517, 523, 512, 530, 524, 529, 524, 536, 524, 536, 536, 537, 536, 538]"
received "[580, 578, 579, 575, 575, 568, 565, 565, 564, 565, 560, 560, 565, 555, 556, 551, 551, 550, 547, 546, 541, 545, 541, 546, 531, 545, 532, 540, 536, 535, 535, 527, 531, 531, 528, 519, 529, 524, 526, 519, 523, 523, 514, 515, 513, 518, 515, 520, 0, 511, 511, 0, 0, 0, 0, 513, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 514, 0, 0, 0, 510, 0, 0, 0, 0, 0, 0, 510, 510, 520, 519, 515, 515, 523, 515, 515, 515, 526, 512, 515, 518, 524, 531, 525, 528, 531, 529, 527, 532, 531, 533, 539]"
received "[581, 579, 581, 574, 577, 572, 574, 569, 562, 563, 558, 567, 560, 561, 555, 554, 556, 549, 547, 548, 542, 540, 539, 546, 539, 541, 539, 540, 538, 529, 533, 526, 529, 528, 531, 523, 523, 520, 522, 527, 521, 519, 514, 516, 514, 516, 516, 516, 514, 509, 509, 513, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 508, 509, 507, 511, 0, 0, 514, 520, 514, 514, 516, 521, 520, 523, 518, 520, 522, 522, 525, 526, 526, 529, 528, 533, 529, 531, 537, 536]"
received "[579, 579, 576, 580, 571, 574, 572, 569, 564, 562, 563, 563, 561, 558, 555, 555, 554, 557, 544, 548, 547, 544, 537, 548, 541, 536, 545, 535, 541, 535, 535, 543, 536, 529, 528, 528, 517, 528, 519, 522, 522, 521, 521, 520, 513, 0, 515, 512, 512, 515, 509, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 512, 512, 512, 510, 515, 509, 517, 514, 519, 519, 517, 523, 527, 524, 524, 525, 535, 522, 524, 528, 526, 531, 530, 532, 541]"
received "[576, 577, 573, 570, 579, 569, 570, 566, 559, 564, 560, 555, 555, 562, 553, 557, 545, 558, 549, 546, 543, 542, 546, 538, 543, 545, 538, 537, 535, 528, 538, 527, 530, 532, 526, 526, 525, 528, 521, 518, 518, 522, 518, 514, 523, 510, 517, 514, 515, 0, 519, 510, 512, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 509, 0, 0, 0, 0, 0, 0, 0, 511, 519, 519, 0, 521, 520, 521, 520, 520, 517, 519, 528, 524, 522, 529, 531, 527, 529, 529, 532, 537, 532, 535, 537]"
received "[582, 579, 575, 575, 566, 569, 572, 571, 563, 567, 569, 559, 555, 557, 553, 556, 557, 549, 549, 546, 546, 542, 543, 541, 537, 543, 536, 539, 538, 531, 523, 531, 533, 530, 524, 522, 524, 524, 519, 523, 521, 520, 519, 518, 524, 517, 514, 0, 0, 513, 512, 510, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 514, 510, 511, 514, 511, 511, 512, 511, 521, 517, 518, 519, 516, 518, 529, 521, 522, 521, 530, 525, 528, 532, 529, 538, 539, 538]"

---

我也尝试为我的程序实现以下代码。但这没有用。我还尝试了该社区中存在的其他几种解决方案。

import matplotlib.pyplot as plt
import numpy as np


fig = plt.figure()
ax = fig.add_subplot(111, projection='3d')

# Create the mesh in polar coordinates and compute corresponding Z.
r = np.linspace(0, 1.25, 50)
p = np.linspace(0, 2*np.pi, 50)
R, P = np.meshgrid(r, p)
Z = ((R**2 - 1)**2)

# Express the mesh in the cartesian system.
X, Y = R*np.cos(P), R*np.sin(P)

# Plot the surface.
ax.plot_surface(X, Y, Z, cmap=plt.cm.YlGnBu_r)

# Tweak the limits and add latex math labels.
ax.set_zlim(0, 1)
ax.set_xlabel(r'$\phi_\mathrm{real}$')
ax.set_ylabel(r'$\phi_\mathrm{im}$')
ax.set_zlabel(r'$V(\phi)$')

plt.show()

但是我无法在3d图中绘制以上点。请帮助绘制图表。预先感谢。

编辑：θ范围是从55度到125度。分辨率为0.25度即第一点在55度，第二点在55.25度，第三点在55.5度...第n点在125度。而且我已经将传感器固定在墙上，因此phi固定在90度。

Answer 1

您最后给出的代码无法运行。如我的评论中所述，您必须使用mpl_toolkits.mplot3d。您可以从https://matplotlib.org/3.1.1/gallery/mplot3d/surface3d.html直接获得：

from mpl_toolkits.mplot3d import Axes3D  
import matplotlib.pyplot as plt
from matplotlib import cm
import numpy as np



fig = plt.figure()
ax = fig.gca(projection='3d')

# Create the mesh in polar coordinates and compute corresponding Z.
r = np.linspace(0, 1.25, 50)
p = np.linspace(0, 2*np.pi, 50)
R, P = np.meshgrid(r, p)
Z = ((R**2 - 1)**2)

# Express the mesh in the cartesian system.
X, Y = R*np.cos(P), R*np.sin(P)

# Plot the surface.
ax.plot_surface(X, Y, Z, cmap=plt.cm.YlGnBu_r)

# Tweak the limits and add latex math labels.
ax.set_zlim(0, 1)
ax.set_xlabel(r'$\phi_\mathrm{real}$')
ax.set_ylabel(r'$\phi_\mathrm{im}$')
ax.set_zlabel(r'$V(\phi)$')

plt.show()

哪个运行并给出：

编辑：根据您的评论，我认为您需要替换上面的代码：

• r = integer_data
• p = np.linspace(11*np.pi/36, 25*np.pi/36, len(integer_data))或p = np.arange(55, 125, 0.25)*np.pi/180。在第一个选项中，您必须检查间距为.25（以度为单位）。最后，您必须检查integer_data的长度是否与p的长度相对应。如果不是，则相对于要绘制的数据，角度范围/步幅是错误的。

除非您提供有关所获得的错误及其链接到的变量的特定信息，否则我将无法提供更多帮助。