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d114314ba1
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d114314ba1 | ||
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4f110cc7cb | ||
2307fd2567 | |||
753b1b5ead | |||
519fa92aef | |||
47755c46b7 | |||
0fceb13d48 | |||
825f4f26c7 | |||
54f5c1636f | |||
28d3596eb9 |
61
plot/main.py
61
plot/main.py
@ -3,7 +3,7 @@ import matplotlib.pyplot as plt
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import numpy as np
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import numpy as np
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import pandas as pd
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import pandas as pd
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nb_files = os.listdir(".." + os.sep + "export")
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nb_files = os.listdir("PF")
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size = len(nb_files)
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size = len(nb_files)
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@ -29,7 +29,7 @@ def rb_available(arr: list[tuple[int, np.ndarray]]) -> np.ndarray:
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nb = 0
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nb = 0
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for nb_users, data in arr:
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for nb_users, data in arr:
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available[nb, 0] = nb_users
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available[nb, 0] = nb_users
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available[nb, 1] = (data.shape[0] / (200 * 10000)) * 100
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available[nb, 1] = (data.shape[0] / (200 * 20000)) * 100
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nb += 1
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nb += 1
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return available
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return available
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@ -46,30 +46,71 @@ def delay(arr: list[tuple[int, np.ndarray]]) -> np.ndarray:
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return delays
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return delays
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def rb_allocate_distance(arr: list[tuple[int, np.ndarray]], distance) -> np.ndarray:
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allocate = np.zeros((size, 2))
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nb = 0
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arr.sort()
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for nb_users, data in arr:
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n = 0
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for x in data[:,6]:
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if int(x) == distance:
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n+=1
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allocate[nb, 0] = nb_users
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allocate[nb, 1] = n
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# print(n/data.shape[0])
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nb += 1
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return allocate
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np_arr: list[tuple[int, np.ndarray]] = list()
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np_arr: list[tuple[int, np.ndarray]] = list()
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for i in nb_files:
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for i in nb_files:
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np_arr.append((int(i.split(".")[0]), pd.read_csv(".." + os.sep + "export" + os.sep + i, delimiter=';').to_numpy()))
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np_arr.append((int(i.split(".")[0]), pd.read_csv("PF" + os.sep + i, delimiter=';').to_numpy()))
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averages = mean_mkn(np_arr)
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averages = mean_mkn(np_arr)
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available = rb_available(np_arr)
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available = rb_available(np_arr)
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allocate_lp1 = rb_allocate_distance(np_arr, 100)
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allocate_lp2 = rb_allocate_distance(np_arr, 500)
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allocate_total = allocate_lp1[:, 1] + allocate_lp2[:, 1]
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delays = delay(np_arr)
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delays = delay(np_arr)
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delays.sort(axis=0)
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delays.sort(axis=0)
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# Data for plotting
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# Data for plotting
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averages.sort(axis=0)
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averages.sort(axis=0)
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available.sort(axis=0)
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del np_arr
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del np_arr
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fig, ax = plt.subplots(2, 2)
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fig, ax = plt.subplots(2, 2)
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ax[0, 0].scatter(averages[:, 0], averages[:, 1])
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ax[0, 0].plot(averages[:, 0], averages[:, 1], marker="o")
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ax[0, 0].set(xlabel='number of users', ylabel='Efficacité spectrale', title='Efficacité spectrale')
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ax[0, 0].set(xlabel='number of users', ylabel='% Spectral efficiency', title='Spectral efficiency PF')
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ax[0, 0].grid()
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ax[0, 0].grid()
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ax[0, 0].set_ylim([0, 40])
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ax[0, 1].scatter(available[:, 0], available[:, 1])
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ax[0, 1].plot(available[:, 0], available[:, 1], marker="o")
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ax[0, 1].set(xlabel='number of users', ylabel='RB utilisés', title='Pourcentage de RB utilisés')
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ax[0, 1].set(xlabel='number of users', ylabel=' % RB used', title='Percentage of RB used PF')
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ax[0, 1].grid()
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ax[0, 1].grid()
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ax[0, 1].set_ylim([0, 105])
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ax[1, 0].scatter(delays[:, 0], delays[:, 1])
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ax[1, 0].plot(delays[:, 0], delays[:, 1], marker="o")
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ax[1, 0].set(xlabel='number of users', ylabel='delays(ms)', title='Delay')
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ax[1, 0].set(xlabel='number of users', ylabel='delay(ms)', title='Delay PF')
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ax[1, 0].grid()
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ax[1, 0].grid()
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plt.show()
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available.sort(axis=0)
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#ax[1, 1].scatter(allocate_lp1[:, 0], (allocate_lp1[:, 1]/(allocate_lp1[:, 1])+allocate_lp2[:, 1])*100)
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ax[1, 1].plot(available[:, 0], (allocate_lp1[:, 1]/(allocate_lp1[:, 1]+allocate_lp2[:, 1])*100), label="100 meters group")
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#ax[1, 1].scatter(allocate_lp2[:, 0], (allocate_lp2[:, 1]/(allocate_lp1[:, 1])+allocate_lp2[:, 1])*100)
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#ax[1, 1].plot(available[:, 0], available[:, 1], marker="o", label="RB used")
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ax[1, 1].plot(available[:, 0], (allocate_lp2[:, 1]/(allocate_lp1[:, 1]+allocate_lp2[:, 1])*100), label="500 meters group")
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ax[1, 1].set(xlabel='number of users', ylabel='% RB used', title='RB used depending on the distance PF')
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ax[1, 1].grid()
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ax[1, 1].set_ylim([0, 105])
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ax[1, 1].legend(loc="upper left")
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plt.show()
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@ -1,17 +1,18 @@
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package fr.ntr;
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package fr.ntr;
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import java.io.IOException;
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import java.io.IOException;
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import java.util.Arrays;
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import java.util.List;
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public class AccessPoint {
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public class AccessPoint {
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private final Cell cell1;
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private final List<Cell> cells;
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private final Cell cell2;
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private final Boolean reuse3 = false;
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private final boolean reuse3;
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public AccessPoint (Cell cell1, Cell cell2){
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public AccessPoint (boolean reuse3, Cell... cells){
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this.cell1 = cell1;
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this.reuse3 = reuse3;
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this.cell2 = cell2;
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this.cells = Arrays.stream(cells).toList();
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}
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}
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/**
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/**
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@ -21,35 +22,40 @@ public class AccessPoint {
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public void startSimulation (int duration) {
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public void startSimulation (int duration) {
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for (int ticks = 0; ticks < duration; ++ticks) {
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for (int ticks = 0; ticks < duration; ++ticks) {
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// Simulation
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// Simulation
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cell1.reset();
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cells.forEach(Cell::reset);
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cell2.reset();
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cell1.updateBandwidth(ticks);
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int finalTicks = ticks;
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cell2.updateBandwidth(ticks);
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cells.forEach(c -> c.updateBandwidth(finalTicks));
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cell1.preScheduling();
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cells.forEach(Cell::preScheduling);
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cell2.preScheduling();
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for(int ts = 0; ts < Cell.getTimeSlotNb(); ts++) {
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for(int ts = 0; ts < Cell.getTimeSlotNb(); ts++) {
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for (int sp = 0; sp < (reuse3 ? Cell.getSubCarrierNb() : Cell.getSubCarrierNb()/2); sp++) {
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for (int sp = 0; sp < (reuse3 ? Cell.getSubCarrierNb() / 2 : Cell.getSubCarrierNb()); sp++) {
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User user1 = cell1.schedule(ticks, ts, sp);
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User user1 = cells.get(0).schedule(ticks, ts, sp);
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User user2 = cell2.schedule(ticks, ts, reuse3 ? 0 : 50 + sp);
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if(cells.size() > 1) {
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User user2 = cells.get(1).schedule(ticks, ts, (reuse3 ? 50 : 0) + sp);
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//FIXME pour avoir 20
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boolean haveInterference = user1 == user2 && user1 != null;
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boolean haveInterference = user1 == user2 && user1 != null;
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cell1.consumeResource(ticks, ts, sp, haveInterference);
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int finalTs = ts;
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cell2.consumeResource(ticks, ts, sp, haveInterference);
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int finalSp = sp;
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cells.forEach(c -> c.consumeResource(finalTicks, finalTs, finalSp, haveInterference));
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cell1.postScheduling(user1);
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cells.get(0).postScheduling(user1);
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cell2.postScheduling(user2);
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cells.get(1).postScheduling(user2);
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} else {
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cells.get(0).consumeResource(ticks, ts, sp, false);
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cells.get(0).postScheduling(user1);
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}
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}
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}
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}
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}
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// traite les données et les enregistre dans un fichier
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// traite les données et les enregistre dans un fichier
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try {
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int finalTicks1 = ticks;
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cell1.analyseData(ticks);
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cells.forEach(c -> {
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cell2.analyseData(ticks);
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try {
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} catch (IOException e) {
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c.analyseData(finalTicks1);
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System.out.println("Can't export data");
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} catch (IOException e) {
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}
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System.err.println("IO Error: " + e.getMessage());
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System.exit(1);
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}
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});
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}
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}
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}
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}
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}
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}
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@ -120,7 +120,7 @@ public class Cell {
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for(int j = 0; j < frame[i].length; j++) {
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for(int j = 0; j < frame[i].length; j++) {
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ResourceBlock ur = frame[i][j];
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ResourceBlock ur = frame[i][j];
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if(ur.getUser() != null) {
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if(ur.getUser() != null) {
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String data = (tick + ";" + i + ";" + j + ";" + this.users.indexOf(ur.getUser()) + ";" + ur.getBandwidth() + ";" + delayAverage +";" + id + "\n");
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String data = (tick + ";" + i + ";" + j + ";" + this.users.indexOf(ur.getUser()) + ";" + ur.getBandwidth() + ";" + delayAverage +";" + ur.getUser().getDistance() + ";" + id + "\n");
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try{
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try{
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outputDataFile.write(data.getBytes());
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outputDataFile.write(data.getBytes());
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}catch(IOException e){
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}catch(IOException e){
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@ -13,6 +13,7 @@ import java.util.Objects;
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import java.util.Random;
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import java.util.Random;
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import java.util.concurrent.ExecutorService;
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import java.util.concurrent.ExecutorService;
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import java.util.concurrent.Executors;
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import java.util.concurrent.Executors;
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import java.util.concurrent.TimeUnit;
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public class Main {
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public class Main {
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@ -85,14 +86,14 @@ public class Main {
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try {
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try {
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//préparation à exportation des données de chaque cellule
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//préparation à exportation des données de chaque cellule
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FileOutputStream output = new FileOutputStream("export" + File.separator + (usersCell1.size()) + ".csv", true);
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FileOutputStream output = new FileOutputStream("export" + File.separator + (usersCell1.size()) + ".csv", true);
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output.write("tick;x;y;user;bandwidth;delay;cell;\n".getBytes());
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output.write("tick;x;y;user;bandwidth;delay;distance;cell;\n".getBytes());
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//création des cellules
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//création des cellules
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Cell cell1 = new Cell(0, schedulerCell1, frame1, usersCell1, output);
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Cell cell1 = new Cell(0, schedulerCell1, frame1, usersCell1, output);
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Cell cell2 = new Cell(1, schedulerCell2, frame2, usersCell2, output);
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Cell cell2 = new Cell(1, schedulerCell2, frame2, usersCell2, output);
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//création de l'AccessPoint
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//création de l'AccessPoint
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AccessPoint accessPoint = new AccessPoint(cell1, cell2);
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AccessPoint accessPoint = new AccessPoint(false, cell1, cell2);
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executor.submit(() -> accessPoint.startSimulation(numberOfTicks));
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executor.submit(() -> accessPoint.startSimulation(numberOfTicks));
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}
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}
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catch (IOException e) {
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catch (IOException e) {
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@ -100,7 +101,15 @@ public class Main {
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System.exit(1);
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System.exit(1);
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}
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}
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}
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}
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executor.close();
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executor.shutdown();
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try {
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executor.awaitTermination(5, TimeUnit.MINUTES);
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}
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catch (InterruptedException e) {
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e.printStackTrace();
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}
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executor.shutdownNow();
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System.out.println("Executor closed");
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System.out.println("Executor closed");
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}
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}
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else {
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else {
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@ -1,16 +0,0 @@
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package fr.ntr.Reuse;
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import fr.ntr.Cell;
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import fr.ntr.User;
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import java.util.List;
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public class Reuse1 {
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public static void BandwithReuse1(List<Cell> cellList, int tick) {
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for (Cell cell : cellList) {
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cell.updateBandwidth(tick);
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}
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}
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}
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@ -1,16 +0,0 @@
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package fr.ntr.Reuse;
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import fr.ntr.Cell;
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import fr.ntr.ResourceBlock;
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import fr.ntr.User;
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import java.util.List;
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public class Reuse3 {
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public static void BandwithReuse3(List<Cell> cellList, int tick) {
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for (Cell cell : cellList) {
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cell.updateBandwidth(tick);
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}
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}
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}
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Reference in New Issue
Block a user