From 01d900b9556447bc45c846a63a125783011783c3 Mon Sep 17 00:00:00 2001
From: Ivan Pavlovich <ivan.pavlovic@hes-so.ch>
Date: Wed, 19 Mar 2025 19:00:24 +0100
Subject: [PATCH] =?UTF-8?q?Modification=20du=20script=20de=20cr=C3=A9ation?=
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 =?UTF-8?q?=20r=C3=A9sultats=20g=C3=A9n=C3=A9r=C3=A9s?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 testModel/results/graphs/ALL.png             | Bin 0 -> 70774 bytes
 testModel/results/graphs/LONG.png            | Bin 0 -> 70146 bytes
 testModel/results/graphs/MEDIUM.png          | Bin 0 -> 70130 bytes
 testModel/results/graphs/SHORT.png           | Bin 0 -> 70133 bytes
 testModel/results/graphs/VERY LONG.png       | Bin 0 -> 70740 bytes
 testModel/show_results.py                    |  86 ++++++++++++-------
 variables/__pycache__/models.cpython-313.pyc | Bin 1450 -> 1381 bytes
 7 files changed, 54 insertions(+), 32 deletions(-)
 create mode 100644 testModel/results/graphs/ALL.png
 create mode 100644 testModel/results/graphs/LONG.png
 create mode 100644 testModel/results/graphs/MEDIUM.png
 create mode 100644 testModel/results/graphs/SHORT.png
 create mode 100644 testModel/results/graphs/VERY LONG.png

diff --git a/testModel/results/graphs/ALL.png b/testModel/results/graphs/ALL.png
new file mode 100644
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HcmV?d00001

diff --git a/testModel/show_results.py b/testModel/show_results.py
index e78890057..825c621d7 100644
--- a/testModel/show_results.py
+++ b/testModel/show_results.py
@@ -2,48 +2,70 @@ import sys
 import os
 import matplotlib.pyplot as plt
 import numpy as np
+import json
+import matplotlib.ticker as ticker
+from matplotlib.ticker import MaxNLocator
+
 
-# Ajouter le répertoire parent au chemin de recherche
 sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../")))
 
-from parsers.jsonParser import parseJsonFile
+from variables.articles import LENGTH_CATEGORIES
+from variables.models import MODELS
+
+def get_result_filename(model):
+    return model.replace(" ", "_").replace("-", "_").replace(".", "_").replace("/", "-")
+
+RESULTS_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "./results")) 
+GRAPHS_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "./results/graphs"))
+
+length_categories = LENGTH_CATEGORIES
+length_categories.append("ALL")
+
+models = [model for model in MODELS.keys()]
+
+metrics = ["TPR", "TNR", "Precision", "F1"]
+
+for model in models:
+    print(get_result_filename(model))
+
+models_results = {}
+
+for model in models:
+    with open(f"{RESULTS_DIR}/{get_result_filename(model)}.json", "r", encoding="utf-8") as file:
+        data = json.load(file)
+
+        for length_category in length_categories:
+            values = []
+
+            for metric in metrics:
+                values.append(data["results"][length_category][metric])
+
+            data["results"][length_category] = values
+
+        models_results[model] = data["results"]
 
-RESULTS_DIR_NAME = "./results"
-RESULTS_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), RESULTS_DIR_NAME))
+print(models_results)
 
-try:
-    results = parseJsonFile(f"{RESULTS_DIR}/zero_shot/v2/condensed_results.json")
-    print(results)
-except Exception as e:
-    print(f"Error: {e}")
+x = np.arange(len(models))
+width = 0.2
 
-data = results
-models = [entry["model"] for entry in data]
-categories = [entry["Name"] for entry in data[0]["data"]]
+for length_category in length_categories:
 
-fig, axes = plt.subplots(5, 1, figsize=(18, 50), sharey=True)
+    fig, ax = plt.subplots(figsize=(14, 8))
 
-colors = ["skyblue", "orange", "green"]
-metrics = ["TPR", "TNR", "Precision"]
-bar_width = 0.2
-x_positions = np.arange(len(models))
+    for i in range(len(metrics)):
+        ax.bar(x + i * width, np.array([models_results[model][length_category][i] for model in models]), width, label=metrics[i])
 
-for i, category in enumerate(categories):
-    ax = axes[i]
-    
-    for j, metric in enumerate(metrics):
-        values = []
-        for model_data in data:
-            category_data = next(item for item in model_data["data"] if item["Name"] == category)
-            values.append(category_data[metric])
+    ax.set_xticks(x + width * (len(metrics) / 2 - 0.5))
+    ax.set_xticklabels(models, rotation=20, ha="right")
 
-        ax.bar(x_positions + j * bar_width, values, width=bar_width, label=metric, color=colors[j])
+    ax.yaxis.set_major_locator(MaxNLocator(nbins=10))
+    ax.yaxis.set_minor_locator(ticker.AutoMinorLocator(2))
 
-    ax.set_title(category)
-    ax.set_xticks(x_positions + bar_width)
-    ax.set_xticklabels(models, rotation=15)
-    ax.set_ylabel("Valeur")
+    ax.set_ylabel("Score")
+    ax.set_title("Comparaison des modèles selon les métriques")
     ax.legend()
 
-# plt.tight_layout()
-plt.savefig(f"{RESULTS_DIR}/zero_shot/v2/condensed_results.png")
\ No newline at end of file
+    plt.tight_layout()
+    plt.savefig(f"{GRAPHS_DIR}/{length_category}.png")
+    plt.close(fig)
\ No newline at end of file
diff --git a/variables/__pycache__/models.cpython-313.pyc b/variables/__pycache__/models.cpython-313.pyc
index 9708832aa22f037d6e6f1218bad2ae42ae001a7f..2ed5f245944d97b2716f6c3919c2499d062f4fcb 100644
GIT binary patch
delta 82
zcmZ3*{gg}nGcPX}0|Ns?uFIA5eXI-&k3k$5=7uspuh^*W!Z^8{F^Q3V@-4<vM)t`8
ZOwybCm^hf2zA{Xn!BWBaV6r-EGXUwz6Q%$F

delta 161
zcmaFLwTfH)GcPX}0|NttzuA@aJ**52k3k$5=7BOkZ`r8s!Z<meF^`dB@;Sy*JB})e
zw8Z4pr2PDB{iMXA65X7{qV!bV+`OF3Dn;M?qRf&ipTyFl)FS;Pkg&0CRccXwaYlZL
yZkdsu!R9z7P9`R9#>ts172-F{oG%1KT*%J<z`#(;=*RStfkDfk>Bi(oEX@F~A21dG

-- 
GitLab