Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -1,316 +1,117 @@
|
|
1 |
-
from dataclasses import dataclass
|
2 |
-
from enum import Enum
|
3 |
-
from typing import Optional, Dict, Any
|
4 |
-
from composio_llamaindex import ComposioToolSet, App, Action
|
5 |
-
from datetime import datetime, timedelta
|
6 |
-
from collections import defaultdict, Counter
|
7 |
-
from llama_index.llms.openai import OpenAI
|
8 |
import gradio as gr
|
9 |
-
import
|
|
|
10 |
import json
|
11 |
-
from dotenv import load_dotenv
|
12 |
|
13 |
-
#
|
14 |
-
|
15 |
|
16 |
-
|
|
|
17 |
|
18 |
-
|
19 |
-
|
20 |
-
|
21 |
-
|
22 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
-
|
25 |
-
class APIResponse:
|
26 |
-
success: bool
|
27 |
-
data: Optional[Dict[str, Any]] = None
|
28 |
-
error: Optional[str] = None
|
29 |
-
|
30 |
-
def to_json(self) -> str:
|
31 |
-
return json.dumps({
|
32 |
-
"success": self.success,
|
33 |
-
"data": self.data,
|
34 |
-
"error": self.error
|
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 |
-
duration = end - start
|
66 |
-
total_duration += duration
|
67 |
-
|
68 |
-
monthly_meetings[start.strftime('%B')] += 1
|
69 |
-
daily_meetings[start.strftime('%A')] += 1
|
70 |
-
meeting_times.append(start.strftime('%H:%M'))
|
71 |
-
|
72 |
-
if 'attendees' in event:
|
73 |
-
for attendee in event['attendees']:
|
74 |
-
if attendee.get('responseStatus') != 'declined':
|
75 |
-
participants.append(attendee.get('email'))
|
76 |
-
|
77 |
-
organizer_email = event.get('organizer', {}).get('email')
|
78 |
-
if organizer_email:
|
79 |
-
participants.append(organizer_email)
|
80 |
-
|
81 |
-
meetings.append({
|
82 |
-
'start': start,
|
83 |
-
'duration': duration,
|
84 |
-
'summary': event.get('summary', 'No Title')
|
85 |
-
})
|
86 |
-
except (ValueError, TypeError, AttributeError) as e:
|
87 |
-
print(f"Error processing event: {e}")
|
88 |
-
continue
|
89 |
-
|
90 |
-
total_meetings = len(meetings)
|
91 |
-
stats = {
|
92 |
-
"total_meetings_this_year": total_meetings
|
93 |
-
}
|
94 |
-
|
95 |
-
if total_meetings > 0:
|
96 |
-
stats.update({
|
97 |
-
"total_time_spent": str(total_duration),
|
98 |
-
"busiest_month": max(monthly_meetings.items(), key=lambda x: x[1])[0] if monthly_meetings else "N/A",
|
99 |
-
"busiest_day": max(daily_meetings.items(), key=lambda x: x[1])[0] if daily_meetings else "N/A",
|
100 |
-
"most_frequent_participant": Counter(participants).most_common(1)[0][0] if participants else "N/A",
|
101 |
-
"average_meeting_duration": str(total_duration / total_meetings),
|
102 |
-
"most_common_meeting_time": Counter(meeting_times).most_common(1)[0][0] if meeting_times else "N/A",
|
103 |
-
"monthly_breakdown": dict(monthly_meetings),
|
104 |
-
"daily_breakdown": dict(daily_meetings)
|
105 |
-
})
|
106 |
else:
|
107 |
-
|
108 |
-
"total_time_spent": "0:00:00",
|
109 |
-
"busiest_month": "N/A",
|
110 |
-
"busiest_day": "N/A",
|
111 |
-
"most_frequent_participant": "N/A",
|
112 |
-
"average_meeting_duration": "0:00:00",
|
113 |
-
"most_common_meeting_time": "N/A",
|
114 |
-
"monthly_breakdown": {},
|
115 |
-
"daily_breakdown": {}
|
116 |
-
})
|
117 |
-
|
118 |
-
return stats
|
119 |
-
|
120 |
-
def initiate_connection(self, entity_id: str, redirect_url: Optional[str] = None) -> APIResponse:
|
121 |
-
try:
|
122 |
-
if not redirect_url:
|
123 |
-
redirect_url = "https://calendar-wrapped-eight.vercel.app/"
|
124 |
-
|
125 |
-
connection_request = self.toolset.initiate_connection(
|
126 |
-
entity_id=entity_id,
|
127 |
-
app=App.GOOGLECALENDAR,
|
128 |
-
redirect_url=redirect_url
|
129 |
-
)
|
130 |
-
|
131 |
-
self.connections[entity_id] = {
|
132 |
-
'status': ConnectionStatus.PENDING.value,
|
133 |
-
'redirect_url': connection_request.redirectUrl,
|
134 |
-
'created_at': datetime.now().isoformat()
|
135 |
-
}
|
136 |
|
137 |
-
|
138 |
-
|
139 |
-
return APIResponse(
|
140 |
-
success=True,
|
141 |
-
data={
|
142 |
-
'status': ConnectionStatus.PENDING.value,
|
143 |
-
'redirect_url': connection_request.redirectUrl,
|
144 |
-
'wait_time': 60,
|
145 |
-
'message': "Please authenticate using the provided link."
|
146 |
-
}
|
147 |
-
)
|
148 |
-
|
149 |
-
except Exception as e:
|
150 |
-
return APIResponse(
|
151 |
-
success=False,
|
152 |
-
error=f"Failed to initiate connection: {str(e)}"
|
153 |
-
)
|
154 |
-
|
155 |
-
def check_status(self, entity_id: str) -> APIResponse:
|
156 |
-
try:
|
157 |
-
status = self.connectionRequest.connectionStatus
|
158 |
|
159 |
-
|
160 |
-
|
161 |
-
|
162 |
-
|
163 |
-
|
164 |
-
|
165 |
-
|
166 |
-
|
167 |
-
|
168 |
-
|
169 |
-
|
170 |
-
|
171 |
-
except Exception as e:
|
172 |
-
return APIResponse(
|
173 |
-
success=False,
|
174 |
-
error=f"Failed to check status: {str(e)}"
|
175 |
-
)
|
176 |
-
|
177 |
-
def generate_wrapped(self, entity_id: str) -> APIResponse:
|
178 |
-
try:
|
179 |
-
# Get current year's start and end dates
|
180 |
-
current_year = datetime.now().year
|
181 |
-
time_min = f"{current_year},1,1,0,0,0"
|
182 |
-
time_max = f"{current_year},12,31,23,59,59"
|
183 |
-
|
184 |
-
request_params = {
|
185 |
-
"calendar_id": "primary",
|
186 |
-
"timeMin": time_min,
|
187 |
-
"timeMax": time_max,
|
188 |
-
"single_events": True,
|
189 |
-
"max_results": 2500,
|
190 |
-
"order_by": "startTime"
|
191 |
-
}
|
192 |
-
|
193 |
-
events_response = self.toolset.execute_action(
|
194 |
-
action=Action.GOOGLECALENDAR_FIND_EVENT,
|
195 |
-
params=request_params,
|
196 |
-
entity_id=entity_id
|
197 |
-
)
|
198 |
-
|
199 |
-
if events_response["successfull"]:
|
200 |
-
stats = self.analyze_calendar_events(events_response)
|
201 |
-
|
202 |
-
# Get tech billionaire comparison
|
203 |
-
billionaire_prompt = f"""Based on these calendar stats, which tech billionaire's schedule does this most resemble and why?
|
204 |
-
Stats:
|
205 |
-
- {stats['total_meetings_this_year']} total meetings
|
206 |
-
- {stats['total_time_spent']} total time in meetings
|
207 |
-
- Most active on {stats['busiest_day']}s
|
208 |
-
- Busiest month is {stats['busiest_month']}
|
209 |
-
- Average meeting duration: {stats['average_meeting_duration']}
|
210 |
-
|
211 |
-
Return as JSON with format: {{"name": "billionaire name", "reason": "explanation"}}
|
212 |
-
"""
|
213 |
-
|
214 |
-
# Get comments for each stat
|
215 |
-
stats_prompt = f"""Analyze these calendar stats and write a brief, insightful one-sentence comment for each metric:
|
216 |
-
- Total meetings: {stats['total_meetings_this_year']}
|
217 |
-
- Total time in meetings: {stats['total_time_spent']}
|
218 |
-
- Busiest month: {stats['busiest_month']}
|
219 |
-
- Busiest day: {stats['busiest_day']}
|
220 |
-
- Average meeting duration: {stats['average_meeting_duration']}
|
221 |
-
- Most common meeting time: {stats['most_common_meeting_time']}
|
222 |
-
- Most frequent participant: {stats['most_frequent_participant']}
|
223 |
-
|
224 |
-
Return as JSON with format: {{"total_meetings_comment": "", "time_spent_comment": "", "busiest_times_comment": "", "collaborator_comment": "", "habits_comment": ""}}
|
225 |
-
"""
|
226 |
-
|
227 |
-
# Make LLM calls
|
228 |
-
try:
|
229 |
-
billionaire_response = json.loads(llm.complete(billionaire_prompt).text)
|
230 |
-
stats_comments = json.loads(llm.complete(stats_prompt).text)
|
231 |
-
|
232 |
-
# Add new fields to stats
|
233 |
-
stats["schedule_analysis"] = billionaire_response
|
234 |
-
stats["metric_insights"] = stats_comments
|
235 |
-
except (json.JSONDecodeError, Exception) as e:
|
236 |
-
print(f"Error processing LLM responses: {e}")
|
237 |
-
# Add empty defaults if LLM processing fails
|
238 |
-
stats["schedule_analysis"] = {"name": "Unknown", "reason": "Analysis unavailable"}
|
239 |
-
stats["metric_insights"] = {"total_meetings_comment": "", "time_spent_comment": "",
|
240 |
-
"busiest_times_comment": "", "collaborator_comment": "",
|
241 |
-
"habits_comment": ""}
|
242 |
-
|
243 |
-
return APIResponse(
|
244 |
-
success=True,
|
245 |
-
data=stats
|
246 |
-
)
|
247 |
-
else:
|
248 |
-
return APIResponse(
|
249 |
-
success=False,
|
250 |
-
error=events_response["error"] or "Failed to fetch calendar events"
|
251 |
-
)
|
252 |
-
|
253 |
-
except Exception as e:
|
254 |
-
return APIResponse(
|
255 |
-
success=False,
|
256 |
-
error=f"Failed to generate wrapped: {str(e)}"
|
257 |
-
)
|
258 |
|
259 |
-
|
260 |
-
|
261 |
-
|
262 |
-
|
263 |
-
|
264 |
-
|
265 |
-
|
266 |
-
|
267 |
-
|
268 |
-
|
269 |
-
|
270 |
-
|
271 |
-
|
272 |
-
|
273 |
-
|
274 |
-
|
275 |
-
|
276 |
-
|
277 |
-
|
278 |
-
|
279 |
-
|
280 |
-
|
281 |
-
|
282 |
-
|
283 |
-
|
284 |
-
|
285 |
-
)
|
286 |
-
|
287 |
-
|
288 |
-
fn=check_status,
|
289 |
-
inputs=gr.Textbox(label="Entity ID"),
|
290 |
-
outputs=gr.JSON(),
|
291 |
-
title="Check Connection Status",
|
292 |
-
description="Check the status of an existing connection",
|
293 |
-
examples=[["user123"]]
|
294 |
-
)
|
295 |
-
|
296 |
-
wrapped_api = gr.Interface(
|
297 |
-
fn=generate_wrapped,
|
298 |
-
inputs=gr.Textbox(label="Entity ID"),
|
299 |
-
outputs=gr.JSON(),
|
300 |
-
title="Generate Calendar Wrapped",
|
301 |
-
description="Generate a calendar wrapped summary for an entity",
|
302 |
-
examples=[["user123"]]
|
303 |
-
)
|
304 |
-
|
305 |
-
# Combine all interfaces
|
306 |
-
api = gr.TabbedInterface(
|
307 |
-
[connection_api, status_api, wrapped_api],
|
308 |
-
["Connect", "Check Status", "Generate Wrapped"],
|
309 |
-
title="Calendar Wrapped API",
|
310 |
-
)
|
311 |
-
|
312 |
-
return api
|
313 |
|
314 |
-
|
315 |
-
api = create_gradio_api()
|
316 |
-
api.launch(server_name="0.0.0.0", server_port=7860)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
+
from composio import ComposioToolSet, App, Action
|
3 |
+
from datetime import datetime
|
4 |
import json
|
|
|
5 |
|
6 |
+
# Initialize the Composio toolset
|
7 |
+
toolset = ComposioToolSet()
|
8 |
|
9 |
+
# In-memory store for user connections
|
10 |
+
user_connections = {}
|
11 |
|
12 |
+
# Endpoint 1: Connect the user
|
13 |
+
def connect_user(entity_id):
|
14 |
+
connection_request = toolset.initiate_connection(
|
15 |
+
entity_id=entity_id,
|
16 |
+
app=App.GMAIL,
|
17 |
+
)
|
18 |
+
|
19 |
+
user_connections[entity_id] = {
|
20 |
+
"connection_status": connection_request.connectionStatus
|
21 |
+
}
|
22 |
+
|
23 |
+
if connection_request.connectionStatus == "INITIATED":
|
24 |
+
user_connections[entity_id]["redirect_url"] = connection_request.redirectUrl
|
25 |
+
return f"Connection initiated. Redirect user to: {connection_request.redirectUrl}"
|
26 |
+
|
27 |
+
elif connection_request.connectionStatus == "ACTIVE":
|
28 |
+
return "Connection is active."
|
29 |
+
|
30 |
+
else:
|
31 |
+
return "Connection failed. Please try again."
|
32 |
+
|
33 |
+
# Endpoint 2: Check connection status
|
34 |
+
def check_connection_status(entity_id):
|
35 |
+
if entity_id not in user_connections:
|
36 |
+
return "No connection found for this user."
|
37 |
|
38 |
+
return user_connections[entity_id]["connection_status"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
39 |
|
40 |
+
# Endpoint 3: Generate wrapped analysis
|
41 |
+
def generate_wrapped(entity_id):
|
42 |
+
if entity_id not in user_connections or user_connections[entity_id]["connection_status"] != "ACTIVE":
|
43 |
+
return "User is not connected or connection is not active."
|
44 |
+
|
45 |
+
current_year = datetime.now().year
|
46 |
+
time_min = f"{current_year}-01-01T00:00:00Z"
|
47 |
+
time_max = f"{current_year}-12-31T23:59:59Z"
|
48 |
+
|
49 |
+
request_params = {
|
50 |
+
"calendar_id": "primary",
|
51 |
+
"timeMin": time_min,
|
52 |
+
"timeMax": time_max,
|
53 |
+
"single_events": True,
|
54 |
+
"max_results": 2500,
|
55 |
+
"order_by": "startTime",
|
56 |
+
}
|
57 |
+
|
58 |
+
try:
|
59 |
+
events_response = toolset.execute_action(
|
60 |
+
action=Action.GOOGLECALENDAR_FIND_EVENT,
|
61 |
+
params=request_params,
|
62 |
+
entity_id=entity_id
|
63 |
+
)
|
64 |
+
|
65 |
+
if events_response["successfull"]:
|
66 |
+
stats = analyze_calendar_events(events_response)
|
67 |
+
return json.dumps(stats, indent=2)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
68 |
else:
|
69 |
+
return "Failed to fetch calendar events."
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
70 |
|
71 |
+
except Exception as e:
|
72 |
+
return f"Error: {e}"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
73 |
|
74 |
+
# Helper function to analyze events (mocked for simplicity)
|
75 |
+
def analyze_calendar_events(events_response):
|
76 |
+
# Mocking the analysis part for simplicity
|
77 |
+
return {
|
78 |
+
"total_meetings_this_year": 120,
|
79 |
+
"total_time_spent": "150 hours",
|
80 |
+
"busiest_day": "Tuesday",
|
81 |
+
"busiest_month": "September",
|
82 |
+
"average_meeting_duration": "1 hour",
|
83 |
+
"most_common_meeting_time": "10:00 AM",
|
84 |
+
"most_frequent_participant": "John Doe",
|
85 |
+
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
86 |
|
87 |
+
# Gradio interface
|
88 |
+
def connect(entity_id):
|
89 |
+
return connect_user(entity_id)
|
90 |
+
|
91 |
+
def status(entity_id):
|
92 |
+
return check_connection_status(entity_id)
|
93 |
+
|
94 |
+
def wrapped(entity_id):
|
95 |
+
return generate_wrapped(entity_id)
|
96 |
+
|
97 |
+
with gr.Blocks() as demo:
|
98 |
+
gr.Markdown("# Calendar Wrapped API")
|
99 |
+
|
100 |
+
with gr.Row():
|
101 |
+
entity_id_input = gr.Textbox(label="Entity ID")
|
102 |
+
|
103 |
+
with gr.Row():
|
104 |
+
connect_btn = gr.Button("Connect User")
|
105 |
+
status_btn = gr.Button("Check Status")
|
106 |
+
wrapped_btn = gr.Button("Generate Wrapped")
|
107 |
+
|
108 |
+
with gr.Row():
|
109 |
+
connect_output = gr.Textbox(label="Connect Output")
|
110 |
+
status_output = gr.Textbox(label="Status Output")
|
111 |
+
wrapped_output = gr.Textbox(label="Wrapped Output")
|
112 |
+
|
113 |
+
connect_btn.click(connect, inputs=entity_id_input, outputs=connect_output)
|
114 |
+
status_btn.click(status, inputs=entity_id_input, outputs=status_output)
|
115 |
+
wrapped_btn.click(wrapped, inputs=entity_id_input, outputs=wrapped_output)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
116 |
|
117 |
+
demo.launch()
|
|
|
|