File size: 4,024 Bytes
7c4081b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
��diff --git a/detector/server.py b/detector/server.py

index 34a0c85..8c190e4 100644

--- a/detector/server.py

+++ b/detector/server.py

@@ -20,6 +20,22 @@ def log(*args):

 

 class RequestHandler(SimpleHTTPRequestHandler):

 

+    def do_POST(self):

+        content_length = int(self.headers['Content-Length']) # <--- Gets the size of data

+        post_data = self.rfile.read(content_length) # <--- Gets the data itself

+        post_data = json.loads(post_data.decode('utf-8'))

+

+        self.begin_content('application/json;charset=UTF-8')

+

+        all_tokens, used_tokens, real, fake = self.infer(post_data['text'])

+

+        self.wfile.write(json.dumps(dict(

+            all_tokens=all_tokens,

+            used_tokens=used_tokens,

+            real_probability=real,

+            fake_probability=fake

+        )).encode()) 

+

     def do_GET(self):

         query = unquote(urlparse(self.path).query)

 

@@ -32,6 +48,16 @@ class RequestHandler(SimpleHTTPRequestHandler):

 

         self.begin_content('application/json;charset=UTF-8')

 

+        all_tokens, used_tokens, real, fake = self.infer(query)

+

+        self.wfile.write(json.dumps(dict(

+            all_tokens=all_tokens,

+            used_tokens=used_tokens,

+            real_probability=real,

+            fake_probability=fake

+        )).encode())

+

+    def infer(query):

         tokens = tokenizer.encode(query)

         all_tokens = len(tokens)

         tokens = tokens[:tokenizer.max_len - 2]

@@ -45,12 +71,7 @@ class RequestHandler(SimpleHTTPRequestHandler):

 

         fake, real = probs.detach().cpu().flatten().numpy().tolist()

 

-        self.wfile.write(json.dumps(dict(

-            all_tokens=all_tokens,

-            used_tokens=used_tokens,

-            real_probability=real,

-            fake_probability=fake

-        )).encode())

+        return all_tokens, used_tokens, real, fake

 

     def begin_content(self, content_type):

         self.send_response(200)