mbarnig commited on
Commit
38272dd
·
verified ·
1 Parent(s): 2a98899

Upload app.py

Browse files
Files changed (1) hide show
  1. app.py +105 -0
app.py ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # app.py
2
+ import os, glob, uuid, random, json, pymysql, gradio as gr
3
+ from typing import List, Dict, Any
4
+
5
+ IMAGE_DIR = os.getenv("IMAGE_DIR","assets")
6
+ SENTIMENTS_PATH = os.getenv("SENTIMENTS_PATH", os.path.join(IMAGE_DIR,"sentiments.json"))
7
+ IMG_EXTS = (".png",".jpg",".jpeg",".webp",".bmp",".gif")
8
+ POLL_TYPE="sentiment"
9
+ DEFAULT_SENTIMENTS=["Très négatif","Négatif","Neutre","Positif","Très positif"]
10
+
11
+ DB_HOST=os.getenv("DB_HOST"); DB_PORT=int(os.getenv("DB_PORT","3306"))
12
+ DB_NAME=os.getenv("DB_NAME"); DB_USER=os.getenv("DB_USER"); DB_PASSWORD=os.getenv("DB_PASSWORD")
13
+ DB_SSL=os.getenv("DB_SSL","false").lower()=="true"; ALLOW_DDL=os.getenv("ALLOW_DDL","false").lower()=="true"
14
+
15
+ def db_connect():
16
+ kw=dict(host=DB_HOST,port=DB_PORT,user=DB_USER,password=DB_PASSWORD,database=DB_NAME,charset="utf8mb4",autocommit=True)
17
+ if DB_SSL: kw["ssl"]={"ssl":{}}
18
+ return pymysql.connect(**kw)
19
+
20
+ def ensure_tables():
21
+ if not ALLOW_DDL: return
22
+ sql="CREATE TABLE IF NOT EXISTS poll_response (id BIGINT UNSIGNED NOT NULL AUTO_INCREMENT, poll_type VARCHAR(32) NOT NULL, session_uuid CHAR(36) NOT NULL, item_index INT NOT NULL, item_file VARCHAR(255) NOT NULL, choice VARCHAR(64) NOT NULL, user_agent VARCHAR(255) DEFAULT NULL, ip_hash CHAR(64) DEFAULT NULL, created_at TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP, PRIMARY KEY (id), KEY idx_poll_item (poll_type, item_index), KEY idx_created (created_at)) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;"
23
+ conn=db_connect();
24
+ with conn.cursor() as cur: cur.execute(sql)
25
+ conn.close()
26
+
27
+ def load_sentiments():
28
+ try:
29
+ if os.path.exists(SENTIMENTS_PATH):
30
+ with open(SENTIMENTS_PATH,"r",encoding="utf-8") as f:
31
+ data=json.load(f)
32
+ if isinstance(data,list) and data: return [str(x) for x in data]
33
+ if isinstance(data,dict) and isinstance(data.get("sentiments"),list): return [str(x) for x in data["sentiments"]]
34
+ except Exception as e:
35
+ print("[warn] sentiments.json illisible:", e)
36
+ return DEFAULT_SENTIMENTS
37
+
38
+ def load_images()->List[Dict[str,Any]]:
39
+ files=[p for p in glob.glob(os.path.join(IMAGE_DIR,"*")) if p.lower().endswith(IMG_EXTS)]
40
+ files.sort()
41
+ if not files: raise RuntimeError(f"Aucune image trouvée dans {IMAGE_DIR}")
42
+ return [{"path":p,"file":os.path.basename(p)} for p in files]
43
+
44
+ def aggregate(conn, items, sentiments):
45
+ rows=[]
46
+ with conn.cursor() as cur:
47
+ for i,it in enumerate(items, start=1):
48
+ cur.execute("SELECT choice, COUNT(*) FROM poll_response WHERE poll_type=%s AND item_index=%s GROUP BY choice", (POLL_TYPE,i))
49
+ counts={c:cnt for c,cnt in (cur.fetchall() or [])}
50
+ total=sum(counts.values()); row=[i,it["file"],total]
51
+ for s in sentiments: row.append(counts.get(s,0))
52
+ rows.append(row)
53
+ return rows
54
+
55
+ def app():
56
+ ensure_tables()
57
+ sentiments=load_sentiments()
58
+ items=load_images()
59
+ headers=["#","Fichier","Total"]+sentiments
60
+ with gr.Blocks(theme=gr.themes.Soft()) as demo:
61
+ gr.Markdown("# Poll Sentiments")
62
+ gr.Markdown("Choisissez un sentiment pour chaque image, validez, puis consultez les agrégats globaux.")
63
+ state_items=gr.State(items); state_sent=gr.State(sentiments); session_id=gr.State(str(uuid.uuid4()))
64
+ with gr.Group(visible=True) as poll_group:
65
+ with gr.Row():
66
+ btn_shuffle=gr.Button("🔀 Mélanger l’ordre")
67
+ btn_reset=gr.Button("♻️ Réinitialiser les choix")
68
+ btn_submit=gr.Button("✅ Valider mes choix", variant="primary")
69
+ warn=gr.Markdown(visible=False)
70
+ imgs=[]; dds=[]
71
+ rows=(len(items)+3)//4; idx=0
72
+ with gr.Column():
73
+ for r in range(rows):
74
+ with gr.Row():
75
+ for c in range(4):
76
+ if idx>=len(items): break
77
+ with gr.Column():
78
+ imgs.append(gr.Image(value=items[idx]["path"], label=f"Image {idx+1}", interactive=False))
79
+ dds.append(gr.Dropdown(choices=sentiments, label="Votre choix"))
80
+ idx+=1
81
+ with gr.Group(visible=False) as result_group:
82
+ gr.Markdown("## Agrégats (tous les usagers)")
83
+ df=gr.Dataframe(headers=headers, interactive=False)
84
+ btn_back=gr.Button("↩️ Revenir au poll")
85
+ def on_shuffle(state, sentiments):
86
+ items=list(state); import random; random.shuffle(items)
87
+ return [*([gr.update(value=items[i]['path'],label=f'Image {i+1}') for i in range(len(items))]), *([gr.update(value=None, choices=sentiments) for _ in items]), gr.update(value='',visible=False), items]
88
+ btn_shuffle.click(on_shuffle, inputs=[state_items,state_sent], outputs=[*imgs,*dds,warn,state_items])
89
+ def on_reset(): return [gr.update(value=None) for _ in dds]+[gr.update(value='',visible=False)]
90
+ btn_reset.click(on_reset, inputs=None, outputs=[*dds,warn])
91
+ def on_submit(*vals, state, sentiments, sess):
92
+ if any(v in (None,"") for v in vals):
93
+ missing=sum(1 for v in vals if v in (None,""))
94
+ return gr.update(value=f"❗ {missing} choix manquent.", visible=True), gr.update(visible=True), gr.update(visible=False), None
95
+ conn=db_connect()
96
+ with conn.cursor() as cur:
97
+ for i,v in enumerate(vals, start=1):
98
+ cur.execute("INSERT INTO poll_response (poll_type,session_uuid,item_index,item_file,choice) VALUES (%s,%s,%s,%s,%s)", ("sentiment",sess,i,state[i-1]['file'],v))
99
+ rows=aggregate(conn,state,sentiments); conn.close()
100
+ return gr.update(visible=False), gr.update(value=rows), gr.update(visible=True), None
101
+ btn_submit.click(on_submit, inputs=[*dds,state_items,state_sent,session_id], outputs=[poll_group,df,result_group,warn])
102
+ btn_back.click(lambda: (gr.update(visible=True), gr.update(visible=False)), inputs=None, outputs=[poll_group, result_group])
103
+ return demo
104
+ demo=app()
105
+ if __name__=="__main__": demo.launch()