tabs -> spaces

api-example-stream.py

@@ -5,77 +5,77 @@ import json
 import asyncio
 
 def random_hash():
-	letters = string.ascii_lowercase + string.digits
-	return ''.join(random.choice(letters) for i in range(9))
+    letters = string.ascii_lowercase + string.digits
+    return ''.join(random.choice(letters) for i in range(9))
 
 async def run(context):
-	server = "127.0.0.1"
-	params = {
-		'max_new_tokens': 200,
-		'do_sample': True,
-		'temperature': 0.5,
-		'top_p': 0.9,
-		'typical_p': 1,
-		'repetition_penalty': 1.05,
-		'top_k': 0,
-		'min_length': 0,
-		'no_repeat_ngram_size': 0,
-		'num_beams': 1,
-		'penalty_alpha': 0,
-		'length_penalty': 1,
-		'early_stopping': False,
-	}
-	session = random_hash()
+    server = "127.0.0.1"
+    params = {
+        'max_new_tokens': 200,
+        'do_sample': True,
+        'temperature': 0.5,
+        'top_p': 0.9,
+        'typical_p': 1,
+        'repetition_penalty': 1.05,
+        'top_k': 0,
+        'min_length': 0,
+        'no_repeat_ngram_size': 0,
+        'num_beams': 1,
+        'penalty_alpha': 0,
+        'length_penalty': 1,
+        'early_stopping': False,
+    }
+    session = random_hash()
 
-	async with websockets.connect(f"ws://{server}:7860/queue/join") as websocket:
-		while content := json.loads(await websocket.recv()):
-			#Python3.10 syntax, replace with if elif on older
-			match content["msg"]:
-				case "send_hash":
-					await websocket.send(json.dumps({
-						"session_hash": session,
-						"fn_index": 7
-					}))
-				case "estimation":
-					pass
-				case "send_data":
-					await websocket.send(json.dumps({
-						"session_hash": session,
-						"fn_index": 7,
-						"data": [
-							context,
-							params['max_new_tokens'],
-							params['do_sample'],
-							params['temperature'],
-							params['top_p'],
-							params['typical_p'],
-							params['repetition_penalty'],
-							params['top_k'],
-							params['min_length'],
-							params['no_repeat_ngram_size'],
-							params['num_beams'],
-							params['penalty_alpha'],
-							params['length_penalty'],
-							params['early_stopping'],
-						]
-					}))
-				case "process_starts":
-					pass
-				case "process_generating" | "process_completed":
-					yield content["output"]["data"][0]
-					# You can search for your desired end indicator and 
-					#  stop generation by closing the websocket here
-					if (content["msg"] == "process_completed"):
-						break
+    async with websockets.connect(f"ws://{server}:7860/queue/join") as websocket:
+        while content := json.loads(await websocket.recv()):
+            #Python3.10 syntax, replace with if elif on older
+            match content["msg"]:
+                case "send_hash":
+                    await websocket.send(json.dumps({
+                        "session_hash": session,
+                        "fn_index": 7
+                    }))
+                case "estimation":
+                    pass
+                case "send_data":
+                    await websocket.send(json.dumps({
+                        "session_hash": session,
+                        "fn_index": 7,
+                        "data": [
+                            context,
+                            params['max_new_tokens'],
+                            params['do_sample'],
+                            params['temperature'],
+                            params['top_p'],
+                            params['typical_p'],
+                            params['repetition_penalty'],
+                            params['top_k'],
+                            params['min_length'],
+                            params['no_repeat_ngram_size'],
+                            params['num_beams'],
+                            params['penalty_alpha'],
+                            params['length_penalty'],
+                            params['early_stopping'],
+                        ]
+                    }))
+                case "process_starts":
+                    pass
+                case "process_generating" | "process_completed":
+                    yield content["output"]["data"][0]
+                    # You can search for your desired end indicator and 
+                    #  stop generation by closing the websocket here
+                    if (content["msg"] == "process_completed"):
+                        break
 
 prompt = "What I would like to say is the following: "
 
 async def get_result():
-	async for response in run(prompt):
-		# Print intermediate steps
-		print(response)
+    async for response in run(prompt):
+        # Print intermediate steps
+        print(response)
 
-	# Print final result
-	print(response)
+    # Print final result
+    print(response)
 
-asyncio.run(get_result())
+asyncio.run(get_result())