forked from LAION-AI/Open-Assistant
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathauto_main.py
250 lines (219 loc) · 9.72 KB
/
auto_main.py
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
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
"""Simple REPL frontend."""
import http
import random
import requests
import typer
app = typer.Typer()
# debug constants
USER = {"id": "1234", "display_name": "John Doe", "auth_method": "local"}
def _random_message_id():
return str(random.randint(1000, 9999))
def _render_message(message: dict) -> str:
"""Render a message to the user."""
if message["is_assistant"]:
return f"Assistant: {message['text']}"
return f"Prompter: {message['text']}"
@app.command()
def main(backend_url: str = "http://127.0.0.1:8080", api_key: str = "1234"):
"""automates tasks"""
def _post(path: str, json: dict) -> dict:
response = requests.post(f"{backend_url}{path}", json=json, headers={"X-API-Key": api_key})
response.raise_for_status()
if response.status_code == http.HTTPStatus.NO_CONTENT:
return None
return response.json()
def gen_random_text():
return " ".join([random.choice(["hello", "world", "foo", "bar"]) for _ in range(10)])
def gen_random_ranking(messages):
"""rank messages randomly and return list of indexes in order of rank randomly"""
print("Ranking")
print(messages)
print(len(messages))
ranks = [i for i in range(len(messages))]
shuffled = random.shuffle(ranks)
print(ranks)
print(shuffled)
return ranks
tasks = [_post("/api/v1/tasks/", {"type": "random", "user": USER})]
q = 0
while tasks:
task = tasks.pop(0)
print(task)
match (task["type"]):
case "initial_prompt":
typer.echo("Please provide an initial prompt to the assistant.")
if task["hint"]:
typer.echo(f"Hint: {task['hint']}")
# acknowledge task
message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
prompt = gen_random_text()
user_message_id = _random_message_id()
# send interaction
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "text_reply_to_message",
"message_id": message_id,
"task_id": task["id"],
"user_message_id": user_message_id,
"text": prompt,
"user": USER,
},
)
tasks.append(new_task)
case "label_initial_prompt":
typer.echo("Label the following prompt:")
typer.echo(task["prompt"])
# acknowledge task
message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
valid_labels = task["valid_labels"]
labels_dict = None
if task["mode"] == "simple" and len(valid_labels) == 1:
answer = random.choice([True, False])
labels_dict = {valid_labels[0]: 1 if answer else 0}
else:
while labels_dict is None:
labels = random.sample(valid_labels, random.randint(1, len(valid_labels)))
if all([label in valid_labels for label in labels]):
labels_dict = {label: "1" if label in labels else "0" for label in valid_labels}
else:
invalid_labels = [label for label in labels if label not in valid_labels]
typer.echo(f"Invalid labels: {', '.join(invalid_labels)}. Valid: {', '.join(valid_labels)}")
# send labels
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "text_labels",
"message_id": task["message_id"],
"task_id": task["id"],
"text": task["prompt"],
"labels": labels_dict,
"user": USER,
},
)
tasks.append(new_task)
case "prompter_reply":
# acknowledge task
message_id = _random_message_id()
user_message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
# send interaction
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "text_reply_to_message",
"message_id": message_id,
"task_id": task["id"],
"user_message_id": user_message_id,
"text": gen_random_text(),
"user": USER,
},
)
tasks.append(new_task)
case "assistant_reply":
# acknowledge task
message_id = _random_message_id()
user_message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
# send interaction
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "text_reply_to_message",
"message_id": message_id,
"task_id": task["id"],
"user_message_id": user_message_id,
"text": gen_random_text(),
"user": USER,
},
)
tasks.append(new_task)
case "rank_prompter_replies" | "rank_assistant_replies":
# acknowledge task
message_id = _random_message_id()
user_message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
# send interaction
ranking = gen_random_ranking(task["replies"])
print(ranking)
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "message_ranking",
"message_id": message_id,
"task_id": task["id"],
"ranking": ranking,
"user": USER,
},
)
tasks.append(new_task)
case "rank_initial_prompts":
# acknowledge task
message_id = _random_message_id()
user_message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
# send interaction
ranking = gen_random_ranking(task["prompots"])
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "message_ranking",
"message_id": message_id,
"ranking": ranking,
"user": USER,
},
)
tasks.append(new_task)
case "label_prompter_reply" | "label_assistant_reply":
# acknowledge task
typer.echo("Here is the conversation so far:")
for message in task["conversation"]["messages"]:
typer.echo(_render_message(message))
typer.echo("Label the following reply:")
typer.echo(task["reply"])
message_id = _random_message_id()
user_message_id = _random_message_id()
_post(f"/api/v1/tasks/{task['id']}/ack", {"message_id": message_id})
valid_labels = task["valid_labels"]
labels_dict = None
if task["mode"] == "simple" and len(valid_labels) == 1:
answer = random.choice([True, False])
labels_dict = {valid_labels[0]: 1 if answer else 0}
else:
while labels_dict is None:
labels = random.sample(valid_labels, random.randint(1, len(valid_labels)))
if all([label in valid_labels for label in labels]):
labels_dict = {label: "1" if label in labels else "0" for label in valid_labels}
else:
invalid_labels = [label for label in labels if label not in valid_labels]
typer.echo(f"Invalid labels: {', '.join(invalid_labels)}. Valid: {', '.join(valid_labels)}")
# send interaction
new_task = _post(
"/api/v1/tasks/interaction",
{
"type": "text_labels",
"message_id": task["message_id"],
"task_id": task["id"],
"text": task["reply"],
"labels": labels_dict,
"user": USER,
},
)
tasks.append(new_task)
case "task_done":
typer.echo("Task done!")
# rerun with new task slected from above cases
# add a new task
q += 1
if q == 10:
typer.echo("Task done!")
break
tasks = [_post("/api/v1/tasks/", {"type": "random", "user": USER})]
#
case _:
typer.echo(f"Unknown task type {task['type']}")
# rerun with new task slected from above cases
if __name__ == "__main__":
app()