From 6a23a35f407002d1d0aeed1aada8f6c9b1794889 Mon Sep 17 00:00:00 2001 From: zeefaad Date: Fri, 13 Feb 2026 15:30:15 +0100 Subject: [PATCH] analyse py graphique --- Code/ldpc/src/analyse/1_Clean_Waterfall.png | Bin 0 -> 94026 bytes Code/ldpc/src/analyse/2_Clean_Bars.png | Bin 0 -> 47106 bytes Code/ldpc/src/analyse/3_Clean_Heatmap.png | Bin 0 -> 81076 bytes .../src/analyse/ldpc_analysis_results.csv | 91 ++++++++++++ Code/ldpc/src/analyse/trace.py | 138 ++++++++++++++++++ 5 files changed, 229 insertions(+) create mode 100644 Code/ldpc/src/analyse/1_Clean_Waterfall.png create mode 100644 Code/ldpc/src/analyse/2_Clean_Bars.png create mode 100644 Code/ldpc/src/analyse/3_Clean_Heatmap.png create mode 100644 Code/ldpc/src/analyse/ldpc_analysis_results.csv create mode 100644 Code/ldpc/src/analyse/trace.py diff --git a/Code/ldpc/src/analyse/1_Clean_Waterfall.png b/Code/ldpc/src/analyse/1_Clean_Waterfall.png new file mode 100644 index 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zi6?*r=Z7>V)#Lv{NfQ4iuLuzj#gA;dRnc+j_Za3t%yxqFrhI>dU@HmQ|AI&6c~BXr zk)1hTV)eCaT`I-BNJzN_6`!Bpyf2@>!Qx*4O~)`0VT3KoGC@Ua&}w}U%90M4xlyQz zO7rInfPpZE*RLo0O8WWdm;2+N{?CDJ Génération du Waterfall...") + plt.figure(figsize=(14, 9)) + + df_zoom = df[df['ber'] > 0].copy() + + if df_zoom.empty: + print(" Pas d'erreurs trouvées, impossible de tracer.") + return + + sns.lineplot( + data=df_zoom, + x='p', + y='ber', + hue='Label', + style='Label', + markers=True, + dashes=False, + linewidth=2.5, + palette="turbo", + markersize=9 + ) + + plt.yscale('log') + ax = plt.gca() + ax.yaxis.set_major_locator(ticker.LogLocator(base=10.0, numticks=12)) + + plt.title("Vue Globale : Performance des configurations", fontweight='bold', pad=20) + plt.ylabel("BER [Log Scale]", labelpad=15) + plt.xlabel("Bruit du Canal (p)", labelpad=15) + plt.grid(True, which="both", ls="-", alpha=0.3) + + plt.legend(bbox_to_anchor=(1.02, 1), loc='upper left', borderaxespad=0, title="Configuration", fontsize='x-small') + + plt.tight_layout() + plt.savefig("Final_1_Waterfall.png") + +def plot_2_ranking_bars(df): + print(" -> Génération du Classement...") + + means = df.groupby('p')['ber'].mean() + target_p = means[means > 0.0001].first_valid_index() + + if target_p is None: + target_p = df['p'].max() + + subset = df[df['p'] == target_p].sort_values('ber', ascending=True) + + plt.figure(figsize=(12, max(6, len(subset)*0.4))) + + barplot = sns.barplot( + data=subset, + y='Label', + x='ber', + palette="viridis", + edgecolor=".2" + ) + + plt.xscale('log') + plt.title(f"Robustesse p={target_p:.3f} (Gauche = Meilleur)", fontweight='bold', pad=20) + plt.xlabel("BER", labelpad=10) + plt.ylabel("") + + for i, container in enumerate(barplot.containers): + barplot.bar_label(container, fmt='%.1e', padding=5, fontsize=11) + + plt.grid(True, axis='x', which="both", ls="--", alpha=0.5) + plt.tight_layout() + plt.savefig("Final_2_Classement.png") + +def plot_3_heatmap_gradient(df): + print(" -> Génération de la Heatmap...") + + pivot = df.pivot(index="Label", columns="p", values="ber") + + pivot_log = pivot.replace(0, 1e-9) + + plt.figure(figsize=(16, max(6, len(pivot)*0.5))) + + ax = sns.heatmap( + pivot_log, + cmap="Spectral_r", + norm=LogNorm(vmin=1e-5, vmax=1), + cbar_kws={'label': 'BER (Log Scale)'}, + linewidths=0.5, + linecolor='white' + ) + + plt.title("Résistance (Bleu=Zone de Confort, Rouge=Zone d'Échec)", fontweight='bold', pad=20) + plt.xlabel("Bruit du Canal (p)", labelpad=10) + plt.ylabel("") + + plt.xticks(rotation=45) + plt.tight_layout() + plt.savefig("Final_3_Heatmap.png") + +if __name__ == "__main__": + print("Démarrage de l'analyse graphique finale...") + + df = load_data("ldpc_analysis_results.csv") + + plot_1_waterfall_zoomed(df) + plot_2_ranking_bars(df) + plot_3_heatmap_gradient(df) + + print("\nTerminé ! Trois images générées :") + print(" 1. Final_1_Waterfall.png (Courbes détaillées)") + print(" 2. Final_2_Classement.png (Comparatif barres)") + print(" 3. Final_3_Heatmap.png (Vision globale couleur)")