acecalisto3 commited on
Commit
c9cb3bc
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1 Parent(s): 16b8d61

Update app.py

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Files changed (1) hide show
  1. app.py +376 -532
app.py CHANGED
@@ -1,558 +1,402 @@
 
1
  import subprocess
2
- from transformers import pipeline, AutoModelForCausalLM, AutoTokenizer
 
 
 
 
 
 
 
 
 
 
3
  import black
4
  from pylint import lint
5
  from io import StringIO
6
- import gradio as gr
7
- import os
8
- import json
9
- import streamlit as st
10
- from streamlit_ace import st_ace
11
- from agent import (
12
- PREFIX,
13
- ACTION_PROMPT,
14
- SEARCH_QUERY,
15
- TASK_PROMPT,
16
- READ_PROMPT,
17
- ADD_PROMPT,
18
- MODIFY_PROMPT,
19
- UNDERSTAND_TEST_RESULTS,
20
- COMPRESS_HISTORY,
21
- LOG_PROMPT,
22
- LOG_RESPONSE,
23
- )
24
- import importlib
25
- import sys
26
-
27
- def initialize_global_variables():
28
- global HUGGING_FACE_REPO_URL, PROJECT_ROOT, AGENT_DIRECTORY, GRADIO_SERVER_PORT
29
- HUGGING_FACE_REPO_URL = "https://huggingface.co/spaces/acecalisto3/CodeMixt"
30
- PROJECT_ROOT = "projects"
31
- AGENT_DIRECTORY = "agents"
32
- GRADIO_SERVER_PORT = 7860 # Choose a consistently unused port
33
-
34
- initialize_global_variables()
35
-
36
- # Initialize session state attributes
37
- for attr in ['chat_history', 'terminal_history', 'workspace_projects', 'available_agents', 'current_state']:
38
- if attr not in st.session_state:
39
- st.session_state[attr] = []
40
-
41
- def save_agent_to_file(agent):
42
- agents_path = os.path.join(PROJECT_ROOT, AGENT_DIRECTORY)
43
- if not os.path.exists(agents_path):
44
- os.makedirs(agents_path)
45
-
46
- agent_file = os.path.join(agents_path, f"{agent.name}.txt")
47
- config_file = os.path.join(agents_path, f"{agent.name}Config.txt")
48
-
49
- with open(agent_file, "w") as file:
50
- file.write(agent.create_agent_prompt())
51
-
52
- with open(config_file, "w") as file:
53
- file.write(f"Agent Name: {agent.name}\nDescription: {agent.description}")
54
-
55
- st.session_state.available_agents.append(agent.name)
56
-
57
- commit_and_push_changes(f"Add agent {agent.name}")
58
-
59
- def load_agent_prompt(agent_name):
60
- agent_file = os.path.join(AGENT_DIRECTORY, f"{agent_name}.txt")
61
- if os.path.exists(agent_file):
62
- with open(agent_file, "r") as file:
63
- agent_prompt = file.read()
64
- return agent_prompt
65
- else:
66
- return None
67
-
68
- def create_agent_from_text(name, text):
69
- skills = text.split('\n')
70
- agent = AIAgent(name, "AI agent created from text input.", skills)
71
- save_agent_to_file(agent)
72
- return agent.create_agent_prompt()
73
-
74
- # Global Variables
75
- terminal_history = ""
76
-
77
- # Component Library
78
- components_registry = {
79
- "Button": {
80
- "properties": {"label": "Click Me", "onclick": ""},
81
- "description": "A clickable button",
82
- "code_snippet": 'gr.Button(value="{label}", variant="primary")',
83
- },
84
- "Text Input": {
85
- "properties": {"value": "", "placeholder": "Enter text"},
86
- "description": "A field for entering text",
87
- "code_snippet": 'gr.Textbox(label="{placeholder}")',
88
- },
89
- "Image": {
90
- "properties": {"src": "#", "alt": "Image"},
91
- "description": "Displays an image",
92
- "code_snippet": 'gr.Image(label="{alt}")',
93
- },
94
- "Dropdown": {
95
- "properties": {"choices": ["Option 1", "Option 2"], "value": ""},
96
- "description": "A dropdown menu for selecting options",
97
- "code_snippet": 'gr.Dropdown(choices={choices}, label="Dropdown")',
98
- },
99
- # Add more components here...
100
- }
101
-
102
- # NLP Model (Example using Hugging Face)
103
- nlp_model_names = [
104
- "google/flan-t5-small",
105
- "Qwen/CodeQwen1.5-7B-Chat-GGUF",
106
- "bartowski/Codestral-22B-v0.1-GGUF",
107
- "bartowski/AutoCoder-GGUF"
108
- ]
109
- nlp_models = []
110
-
111
- for nlp_model_name in nlp_model_names:
112
- try:
113
- cached_download(hf_hub_url(nlp_model_name, revision="main"))
114
- nlp_models.append(InferenceClient(nlp_model_name))
115
- except:
116
- nlp_models.append(None)
117
-
118
- # Function to get NLP model response
119
- def get_nlp_response(input_text, model_index):
120
- if nlp_models[model_index]:
121
- response = nlp_models[model_index].text_generation(input_text)
122
- return response.generated_text
123
- else:
124
- return "NLP model not available."
125
-
126
- # Component Class
127
- class Component:
128
- def __init__(self, type, properties=None, id=None):
129
- self.id = id or random.randint(1000, 9999)
130
- self.type = type
131
- self.properties = properties or components_registry[type]["properties"].copy()
132
 
133
- def to_dict(self):
134
- return {
135
- "id": self.id,
136
- "type": self.type,
137
- "properties": self.properties,
138
- }
139
-
140
- def render(self):
141
- # Properly format choices for Dropdown
142
- if self.type == "Dropdown":
143
- self.properties["choices"] = (
144
- str(self.properties["choices"])
145
- .replace("[", "")
146
- .replace("]", "")
147
- .replace("'", "")
148
- )
149
- return components_registry[self.type]["code_snippet"].format(**self.properties)
150
 
151
- # App Creation Process Class
152
- class AppCreationProcess:
153
  def __init__(self):
154
- self.current_step = 1
155
- self.app_name = ""
156
- self.components = []
157
-
158
- def get_current_step_info(self):
159
- steps = {
160
- 1: "App Initialization",
161
- 2: "Component Addition",
162
- 3: "Property Configuration",
163
- 4: "Code Generation",
164
- 5: "Deployment"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
165
  }
166
- return f"Step {self.current_step}: {steps[self.current_step]}"
167
-
168
- def add_component(self, component_type):
169
- new_component = Component(component_type)
170
- self.components.append(new_component.to_dict())
171
- return self.update_app_canvas()
172
-
173
- def set_component_property(self, component_id, property_name, property_value):
174
- for component in self.components:
175
- if component['id'] == component_id:
176
- if property_name in component['properties']:
177
- component['properties'][property_name.strip()] = property_value.strip()
178
- return self.update_app_canvas(), f"Property '{property_name}' set to '{property_value}' for component {component_id}"
179
- else:
180
- return None, f"Error: Property '{property_name}' not found in component {component_id}"
181
- return None, f"Error: Component with ID {component_id} not found."
182
-
183
- def update_app_canvas(self):
184
- components_html = "".join([
185
- f"<div>Component ID: {component['id']}, Type: {component['type']}, Properties: {component['properties']}</div>"
186
- for component in self.components
187
- ])
188
- return components_html
189
-
190
- def generate_python_code(self):
191
- code = f"""import gradio as gr\n\nwith gr.Blocks() as {self.app_name}:\n"""
192
- for component in self.components:
193
- code += " " + Component(**component).render() + "\n"
194
- code += f"\n{self.app_name}.launch()\n"
195
- return code
196
 
197
- def deploy_to_huggingface(self):
198
- # Generate Python code
199
- code = self.generate_python_code()
200
- # Create requirements.txt
201
- with open("requirements.txt", "w") as f:
202
- f.write("gradio==3.32.0\n")
203
- # Create the app.py file
204
- with open("app.py", "w") as f:
205
- f.write(code)
206
- # Execute the deployment command
207
  try:
208
- subprocess.run(["huggingface-cli", "repo", "create", "--type", "space", "--space_sdk", "gradio", self.app_name], check=True)
209
- subprocess.run(["git", "init"], cwd=f"./{self.app_name}", check=True)
210
- subprocess.run(["git", "add", "."], cwd=f"./{self.app_name}", check=True)
211
- subprocess.run(["git", "commit", "-m", "Initial commit"], cwd=f"./{self.app_name}", check=True)
212
- subprocess.run(["git", "push", "https://huggingface.co/spaces/" + self.app_name, "main"], cwd=f"./{self.app_name}", check=True)
213
- return f"Successfully deployed to Hugging Face Spaces: https://huggingface.co/spaces/{self.app_name}"
 
 
 
214
  except Exception as e:
215
- return f"Error deploying to Hugging Face Spaces: {e}"
216
-
217
- app_process = AppCreationProcess()
218
-
219
- # Function to handle terminal input
220
- def run_terminal_command(command, history):
221
- global terminal_history
222
- output = ""
223
- try:
224
- # Basic command parsing (expand with NLP)
225
- if command.startswith("add "):
226
- component_type = command.split("add ", 1)[1].strip()
227
- output = app_process.add_component(component_type)
228
- elif command.startswith("set "):
229
- _, output = set_component_property(command)
230
- elif command.startswith("search "):
231
- search_query = command.split("search ", 1)[1].strip()
232
- output = i_s(search_query)
233
- elif command.startswith("deploy "):
234
- output = app_process.deploy_to_huggingface()
235
- else:
236
- # Attempt to execute command as Python code
237
- try:
238
- result = subprocess.check_output(
239
- command, shell=True, stderr=subprocess.STDOUT, text=True
240
- )
241
- output = result
242
- except Exception as e:
243
- output = f"Error executing Python code: {str(e)}"
244
- except Exception as e:
245
- output = f"Error: {str(e)}"
246
- finally:
247
- terminal_history += f"User: {command}\n{output}\n"
248
- return terminal_history
249
-
250
- def set_component_property(command):
251
- try:
252
- # Improved 'set' command parsing
253
- set_parts = command.split(" ", 2)[1:]
254
- if len(set_parts) != 2:
255
- raise ValueError("Invalid 'set' command format.")
256
- component_id = int(set_parts[0]) # Use component ID
257
- property_name, property_value = set_parts[1].split("=", 1)
258
- return app_process.set_component_property(component_id, property_name, property_value)
259
- except Exception as e:
260
- return None, f"Error: {str(e)}\n"
261
-
262
- # Function to handle chat interaction
263
- def run_chat(message, history):
264
- global terminal_history
265
- if message.startswith("!"):
266
- command = message[1:]
267
- terminal_history = run_terminal_command(command, history)
268
- else:
269
- model_index = 0 # Select the model to use for chat response
270
- response = get_nlp_response(message, model_index)
271
- if response:
272
- return history, terminal_history + f"User: {message}\nAssistant: {response}"
273
- else:
274
- return history, terminal_history + f"User: {message}\nAssistant: I'm sorry, I couldn't generate a response. Please try again.\n"
275
-
276
- # Gradio Interface
277
- with gr.Blocks() as iface:
278
- gr.Markdown("# Sequential App Builder")
279
-
280
- with gr.Row():
281
- current_step = gr.Markdown(app_process.get_current_step_info())
282
-
283
- with gr.Row():
284
- prev_button = gr.Button("Previous Step")
285
- next_button = gr.Button("Next Step")
286
-
287
- # Step 1: App Initialization
288
- with gr.Group() as step1:
289
- app_name_input = gr.Textbox(label="Enter App Name")
290
- init_app_button = gr.Button("Initialize App")
291
 
292
- # Step 2: Component Addition
293
- with gr.Group() as step2:
294
- component_type = gr.Dropdown(choices=list(components_registry.keys()), label="Select Component Type")
295
- add_component_button = gr.Button("Add Component")
296
- components_display = gr.HTML()
297
-
298
- # Step 3: Property Configuration
299
- with gr.Group() as step3:
300
- component_id = gr.Number(label="Component ID")
301
- property_name = gr.Textbox(label="Property Name")
302
- property_value = gr.Textbox(label="Property Value")
303
- set_property_button = gr.Button("Set Property")
304
-
305
- # Step 4: Code Generation
306
- with gr.Group() as step4:
307
- generated_code = gr.Code(language="python")
308
- generate_code_button = gr.Button("Generate Code")
309
-
310
- # Step 5: Deployment
311
- with gr.Group() as step5:
312
- deploy_button = gr.Button("Deploy to Hugging Face Spaces")
313
- deployment_status = gr.Markdown()
314
-
315
- # Chat and Terminal (optional, can be hidden or shown based on preference)
316
- with gr.Accordion("Advanced", open=False):
317
- chat_history = gr.Chatbot(label="Chat with Agent")
318
- chat_input = gr.Textbox(label="Your Message")
319
- chat_button = gr.Button("Send")
320
 
321
- terminal_output = gr.Textbox(lines=8, label="Terminal", value=terminal_history)
322
- terminal_input = gr.Textbox(label="Enter Command")
323
- terminal_button = gr.Button("Run")
 
 
 
 
324
 
325
- # App Creation Process Class
326
- class AppCreationProcess:
327
  def __init__(self):
328
- self.current_step = 1
329
- self.app_name = ""
330
- self.components = []
331
-
332
- def get_current_step_info(self):
333
- steps = {
334
- 1: "App Initialization",
335
- 2: "Component Addition",
336
- 3: "Property Configuration",
337
- 4: "Code Generation",
338
- 5: "Deployment"
 
 
 
 
 
339
  }
340
- return f"Step {self.current_step}: {steps[self.current_step]}"
341
-
342
- def add_component(self, component_type):
343
- new_component = Component(component_type)
344
- self.components.append(new_component.to_dict())
345
- return self.update_app_canvas()
346
-
347
- def set_component_property(self, component_id, property_name, property_value):
348
- for component in self.components:
349
- if component['id'] == component_id:
350
- if property_name in component['properties']:
351
- component['properties'][property_name.strip()] = property_value.strip()
352
- return self.update_app_canvas(), f"Property '{property_name}' set to '{property_value}' for component {component_id}"
353
- else:
354
- return None, f"Error: Property '{property_name}' not found in component {component_id}"
355
- return None, f"Error: Component with ID {component_id} not found."
356
-
357
- def update_app_canvas(self):
358
- components_html = "".join([
359
- f"<div>Component ID: {component['id']}, Type: {component['type']}, Properties: {component['properties']}</div>"
360
- for component in self.components
361
- ])
362
- return components_html
 
363
 
364
- def generate_python_code(self):
365
- code = f"""import gradio as gr\n\nwith gr.Blocks() as {self.app_name}:\n"""
366
- for component in self.components:
367
- code += " " + Component(**component).render() + "\n"
368
- code += f"\n{self.app_name}.launch()\n"
369
- return code
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
370
 
371
- def deploy_to_huggingface(self):
372
- # Generate Python code
373
- code = self.generate_python_code()
374
- # Create requirements.txt
375
- with open("requirements.txt", "w") as f:
376
- f.write("gradio==3.32.0\n")
377
- # Create the app.py file
378
- with open("app.py", "w") as f:
379
- f.write(code)
380
- # Execute the deployment command
381
  try:
382
- subprocess.run(["huggingface-cli", "repo", "create", "--type", "space", "--space_sdk", "gradio", self.app_name], check=True)
383
- subprocess.run(["git", "init"], cwd=f"./{self.app_name}", check=True)
384
- subprocess.run(["git", "add", "."], cwd=f"./{self.app_name}", check=True)
385
- subprocess.run(["git", "commit", "-m", "Initial commit"], cwd=f"./{self.app_name}", check=True)
386
- subprocess.run(["git", "push", "https://huggingface.co/spaces/" + self.app_name, "main"], cwd=f"./{self.app_name}", check=True)
387
- return f"Successfully deployed to Hugging Face Spaces: https://huggingface.co/spaces/{self.app_name}"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
388
  except Exception as e:
389
- return f"Error deploying to Hugging Face Spaces: {e}"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
390
 
391
- app_process = AppCreationProcess()
 
 
 
 
 
 
392
 
393
- # Function to handle terminal input
394
- def run_terminal_command(command, history):
395
- global terminal_history
396
- output = ""
397
- try:
398
- # Basic command parsing (expand with NLP)
399
- if command.startswith("add "):
400
- component_type = command.split("add ", 1)[1].strip()
401
- output = app_process.add_component(component_type)
402
- elif command.startswith("set "):
403
- _, output = set_component_property(command)
404
- elif command.startswith("search "):
405
- search_query = command.split("search ", 1)[1].strip()
406
- output = i_s(search_query)
407
- elif command.startswith("deploy "):
408
- output = app_process.deploy_to_huggingface()
409
- else:
410
- # Attempt to execute command as Python code
411
  try:
412
- result = subprocess.check_output(
413
- command, shell=True, stderr=subprocess.STDOUT, text=True
 
 
414
  )
415
- output = result
416
  except Exception as e:
417
- output = f"Error executing Python code: {str(e)}"
418
- except Exception as e:
419
- output = f"Error: {str(e)}"
420
- finally:
421
- terminal_history += f"User: {command}\n{output}\n"
422
- return terminal_history
423
 
424
- def set_component_property(command):
425
- try:
426
- # Improved 'set' command parsing
427
- set_parts = command.split(" ", 2)[1:]
428
- if len(set_parts) != 2:
429
- raise ValueError("Invalid 'set' command format.")
430
- component_id = int(set_parts[0]) # Use component ID
431
- property_name, property_value = set_parts[1].split("=", 1)
432
- return app_process.set_component_property(component_id, property_name, property_value)
433
- except Exception as e:
434
- return None, f"Error: {str(e)}\n"
435
-
436
- # Function to handle chat interaction
437
- def run_chat(message, history):
438
- global terminal_history
439
- if message.startswith("!"):
440
- command = message[1:]
441
- terminal_history = run_terminal_command(command, history)
442
- else:
443
- model_index = 0 # Select the model to use for chat response
444
- response = get_nlp_response(message, model_index)
445
- if response:
446
- return history, terminal_history + f"User: {message}\nAssistant: {response}"
447
- else:
448
- return history, terminal_history + f"User: {message}\nAssistant: I'm sorry, I couldn't generate a response. Please try again.\n"
449
-
450
- # Gradio Interface
451
- with gr.Blocks() as iface:
452
- gr.Markdown("# Sequential App Builder")
453
-
454
- with gr.Row():
455
- current_step = gr.Markdown(app_process.get_current_step_info())
456
-
457
- with gr.Row():
458
- prev_button = gr.Button("Previous Step")
459
- next_button = gr.Button("Next Step")
460
-
461
- # Step 1: App Initialization
462
- with gr.Group() as step1:
463
- app_name_input = gr.Textbox(label="Enter App Name")
464
- init_app_button = gr.Button("Initialize App")
465
-
466
- # Step 2: Component Addition
467
- with gr.Group() as step2:
468
- component_type = gr.Dropdown(choices=list(components_registry.keys()), label="Select Component Type")
469
- add_component_button = gr.Button("Add Component")
470
- components_display = gr.HTML()
471
-
472
- # Step 3: Property Configuration
473
- with gr.Group() as step3:
474
- component_id = gr.Number(label="Component ID")
475
- property_name = gr.Textbox(label="Property Name")
476
- property_value = gr.Textbox(label="Property Value")
477
- set_property_button = gr.Button("Set Property")
478
-
479
- # Step 4: Code Generation
480
- with gr.Group() as step4:
481
- generated_code = gr.Code(language="python")
482
- generate_code_button = gr.Button("Generate Code")
483
-
484
- # Step 5: Deployment
485
- with gr.Group() as step5:
486
- deploy_button = gr.Button("Deploy to Hugging Face Spaces")
487
- deployment_status = gr.Markdown()
488
-
489
- # Chat and Terminal (optional, can be hidden or shown based on preference)
490
- with gr.Accordion("Advanced", open=False):
491
- chat_history = gr.Chatbot(label="Chat with Agent")
492
- chat_input = gr.Textbox(label="Your Message")
493
- chat_button = gr.Button("Send")
494
-
495
- terminal_output = gr.Textbox(lines=8, label="Terminal", value=terminal_history)
496
- terminal_input = gr.Textbox(label="Enter Command")
497
- terminal_button = gr.Button("Run")
498
-
499
- # App Creation Process Class
500
- class AppCreationProcess:
501
- def __init__(self):
502
- self.current_step = 1
503
- self.app_name = ""
504
- self.components = []
505
-
506
- def get_current_step_info(self):
507
- steps = {
508
- 1: "App Initialization",
509
- 2: "Component Addition",
510
- 3: "Property Configuration",
511
- 4: "Code Generation",
512
- 5: "Deployment"
513
- }
514
-
515
- def next_step():
516
- app_process.next_step()
517
- current_step_info = app_process.get_current_step_info()
518
- visibility_updates = update_visibility(app_process.current_step)
519
-
520
- # Unpack the visibility updates
521
- step1_update = visibility_updates[step1]
522
- step2_update = visibility_updates[step2]
523
- step3_update = visibility_updates[step3]
524
- step4_update = visibility_updates[step4]
525
- step5_update = visibility_updates[step5]
526
-
527
- return [
528
- current_step_info, # This should be a string for the Markdown component
529
- step1_update,
530
- step2_update,
531
- step3_update,
532
- step4_update,
533
- step5_update
534
- ]
535
- def prev_step():
536
- app_process.previous_step()
537
- return app_process.get_current_step_info(), update_visibility(app_process.current_step)
538
- next_button.click(next_step, outputs=[current_step, step1, step2, step3, step4, step5])
539
- prev_button.click(prev_step, outputs=[current_step, step1, step2, step3, step4, step5])
540
-
541
- # Step 1: Initialize App
542
- def init_app(name):
543
- app_process.app_name = name
544
- return f"App '{name}' initialized."
545
- init_app_button.click(init_app, inputs=[app_name_input], outputs=[components_display])
546
- # Step 2: Add Component
547
- add_component_button.click(app_process.add_component, inputs=[component_type], outputs=[components_display])
548
- # Step 3: Set Property
549
- set_property_button.click(app_process.set_component_property, inputs=[component_id, property_name, property_value], outputs=[components_display])
550
- # Step 4: Generate Code
551
- generate_code_button.click(app_process.generate_python_code, outputs=[generated_code])
552
- # Step 5: Deploy
553
- deploy_button.click(app_process.deploy_to_huggingface, outputs=[deployment_status])
554
- # Existing chat and terminal functionality
555
- chat_button.click(run_chat, inputs=[chat_input, chat_history], outputs=[chat_history, terminal_output])
556
- terminal_button.click(run_terminal_command, inputs=[terminal_input, terminal_output], outputs=[terminal_output])
557
-
558
- iface.launch(server_port=GRADIO_SERVER_PORT)
 
1
+ import gradio as gr
2
  import subprocess
3
+ import random
4
+ import json
5
+ import os
6
+ import tempfile
7
+ import time
8
+ from pathlib import Path
9
+ from datetime import datetime
10
+ import asyncio
11
+ import aiohttp
12
+ from typing import List, Dict, Any
13
+ import logging
14
  import black
15
  from pylint import lint
16
  from io import StringIO
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17
 
18
+ # Configure logging
19
+ logging.basicConfig(
20
+ level=logging.INFO,
21
+ format='%(asctime)s - %(levelname)s - %(message)s'
22
+ )
23
+ logger = logging.getLogger(__name__)
 
 
 
 
 
 
 
 
 
 
 
24
 
25
+ class EnhancedAppBuilder:
 
26
  def __init__(self):
27
+ self.TEMPLATES = {
28
+ "Basic": "basic_app.json",
29
+ "Dashboard": "dashboard_template.json",
30
+ "Data Analysis": "data_analysis_template.json",
31
+ "ML Interface": "ml_interface_template.json"
32
+ }
33
+
34
+ self.THEMES = {
35
+ "Default": {},
36
+ "Dark": {"primary_hue": "slate", "secondary_hue": "slate"},
37
+ "Light": {"primary_hue": "blue", "secondary_hue": "blue"},
38
+ "Professional": {"primary_hue": "indigo", "secondary_hue": "indigo"}
39
+ }
40
+
41
+ self.ADVANCED_COMPONENTS = {
42
+ "Plot": {
43
+ "properties": {
44
+ "type": ["line", "bar", "scatter", "histogram"],
45
+ "data_source": "",
46
+ "x_axis": "",
47
+ "y_axis": ""
48
+ },
49
+ "code_snippet": 'gr.Plot(value=plot_{id}, label="{label}")'
50
+ },
51
+ "FileUploader": {
52
+ "properties": {
53
+ "file_types": [".csv", ".txt", ".pdf", ".png", ".jpg"],
54
+ "multiple": False
55
+ },
56
+ "code_snippet": 'gr.File(file_types={file_types}, label="{label}")'
57
+ },
58
+ "DataTable": {
59
+ "properties": {
60
+ "headers": [],
61
+ "row_count": 10,
62
+ "interactive": True
63
+ },
64
+ "code_snippet": 'gr.Dataframe(headers={headers}, interactive={interactive})'
65
+ },
66
+ "3D Plot": {
67
+ "properties": {
68
+ "type": ["surface", "scatter3d", "line3d"],
69
+ "data": None
70
+ },
71
+ "code_snippet": 'gr.Plot3D(value=plot3d_{id})'
72
+ }
73
  }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
74
 
75
+ async def validate_component(self, component: Dict) -> tuple:
76
+ """Validate component configuration"""
 
 
 
 
 
 
 
 
77
  try:
78
+ required_fields = ["type", "properties", "id"]
79
+ if not all(field in component for field in required_fields):
80
+ return False, "Missing required fields"
81
+
82
+ # Validate component type
83
+ if component["type"] not in {**components_registry, **self.ADVANCED_COMPONENTS}:
84
+ return False, f"Invalid component type: {component['type']}"
85
+
86
+ return True, "Component validation successful"
87
  except Exception as e:
88
+ return False, f"Validation error: {str(e)}"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
89
 
90
+ def format_code(self, code: str) -> str:
91
+ """Format Python code using black"""
92
+ try:
93
+ return black.format_str(code, mode=black.FileMode())
94
+ except Exception as e:
95
+ logger.error(f"Code formatting error: {str(e)}")
96
+ return code
97
+
98
+ def lint_code(self, code: str) -> List[str]:
99
+ """Run pylint on generated code"""
100
+ with tempfile.NamedTemporaryFile(mode='w', suffix='.py') as tmp:
101
+ tmp.write(code)
102
+ tmp.flush()
103
+
104
+ output = StringIO()
105
+ lint.Run([tmp.name], do_exit=False, reporter=lint.reporters.TextReporter(output))
106
+ return output.getvalue().split('\n')
107
+
108
+ async def optimize_layout(self, components: List[Dict]) -> List[Dict]:
109
+ """Optimize component layout for better UX"""
110
+ # Group related components
111
+ groups = {}
112
+ for comp in components:
113
+ category = comp['type'].split('_')[0]
114
+ if category not in groups:
115
+ groups[category] = []
116
+ groups[category].append(comp)
 
117
 
118
+ # Arrange components in optimal order
119
+ optimized = []
120
+ for category in ['input', 'process', 'output']:
121
+ if category in groups:
122
+ optimized.extend(groups[category])
123
+
124
+ return optimized
125
 
126
+ class EnhancedAppCreationProcess(AppCreationProcess):
 
127
  def __init__(self):
128
+ super().__init__()
129
+ self.builder = EnhancedAppBuilder()
130
+ self.history = []
131
+ self.current_theme = "Default"
132
+ self.custom_css = ""
133
+ self.event_handlers = {}
134
+ self.dependencies = []
135
+
136
+ def save_snapshot(self):
137
+ """Save current state snapshot"""
138
+ snapshot = {
139
+ 'timestamp': datetime.now().isoformat(),
140
+ 'app_name': self.app_name,
141
+ 'components': self.components.copy(),
142
+ 'theme': self.current_theme,
143
+ 'custom_css': self.custom_css
144
  }
145
+ self.history.append(snapshot)
146
+
147
+ def restore_snapshot(self, index: int):
148
+ """Restore from saved snapshot"""
149
+ if 0 <= index < len(self.history):
150
+ snapshot = self.history[index]
151
+ self.app_name = snapshot['app_name']
152
+ self.components = snapshot['components']
153
+ self.current_theme = snapshot['theme']
154
+ self.custom_css = snapshot['custom_css']
155
+ return "Snapshot restored successfully"
156
+ return "Invalid snapshot index"
157
+
158
+ async def generate_enhanced_code(self):
159
+ """Generate enhanced application code"""
160
+ try:
161
+ # Start with imports
162
+ code = """import gradio as gr
163
+ import pandas as pd
164
+ import numpy as np
165
+ import plotly.express as px
166
+ from pathlib import Path
167
+ import logging
168
+ import json
169
 
170
+ # Configure logging
171
+ logging.basicConfig(level=logging.INFO)
172
+ logger = logging.getLogger(__name__)
173
+ """
174
+
175
+ # Add theme configuration
176
+ theme_config = self.builder.THEMES.get(self.current_theme, {})
177
+ code += f"\ntheme = gr.themes.Default({', '.join(f'{k}={v!r}' for k, v in theme_config.items())})\n"
178
+
179
+ # Add custom CSS
180
+ if self.custom_css:
181
+ code += f"\ncustom_css = '''{self.custom_css}'''\n"
182
+
183
+ # Start app definition
184
+ code += f"\nwith gr.Blocks(theme=theme{',' if self.custom_css else ''} css=custom_css) as {self.app_name}:\n"
185
+
186
+ # Add components with layout optimization
187
+ optimized_components = await self.builder.optimize_layout(self.components)
188
+
189
+ # Generate component code
190
+ for component in optimized_components:
191
+ code += f" {Component(**component).render()}\n"
192
+
193
+ # Add event handlers
194
+ for handler in self.event_handlers:
195
+ code += f"\n {handler['trigger']}.change(fn={handler['function']}, "
196
+ code += f"inputs={handler['inputs']}, outputs={handler['outputs']})\n"
197
+
198
+ # Add launch configuration
199
+ code += f"\n{self.app_name}.launch(share=True, debug=True)\n"
200
+
201
+ # Format the code
202
+ formatted_code = self.builder.format_code(code)
203
+
204
+ # Run linting
205
+ lint_results = self.builder.lint_code(formatted_code)
206
+
207
+ return formatted_code, lint_results
208
+
209
+ except Exception as e:
210
+ logger.error(f"Code generation error: {str(e)}")
211
+ return str(e), []
212
 
213
+ async def deploy_enhanced(self):
214
+ """Enhanced deployment process"""
 
 
 
 
 
 
 
 
215
  try:
216
+ # Generate code
217
+ code, lint_results = await self.generate_enhanced_code()
218
+
219
+ # Create deployment directory
220
+ deploy_dir = Path(f"deployment_{self.app_name}")
221
+ deploy_dir.mkdir(exist_ok=True)
222
+
223
+ # Save main application file
224
+ with open(deploy_dir / "app.py", "w") as f:
225
+ f.write(code)
226
+
227
+ # Generate requirements.txt
228
+ requirements = [
229
+ "gradio>=3.50.2",
230
+ "pandas",
231
+ "numpy",
232
+ "plotly",
233
+ "pillow",
234
+ "scikit-learn"
235
+ ]
236
+ with open(deploy_dir / "requirements.txt", "w") as f:
237
+ f.write("\n".join(requirements))
238
+
239
+ # Generate README.md
240
+ readme = f"""# {self.app_name}
241
+
242
+ Generated by Enhanced App Builder
243
+
244
+ ## Features
245
+ - Interactive web interface
246
+ - Data visualization capabilities
247
+ - Responsive design with {self.current_theme} theme
248
+ - Advanced component integration
249
+
250
+ ## Setup
251
+ 1. Install requirements: `pip install -r requirements.txt`
252
+ 2. Run the app: `python app.py`
253
+ """
254
+ with open(deploy_dir / "README.md", "w") as f:
255
+ f.write(readme)
256
+
257
+ return {
258
+ "status": "success",
259
+ "message": f"Deployment files generated in {deploy_dir}",
260
+ "lint_results": lint_results
261
+ }
262
+
263
  except Exception as e:
264
+ logger.error(f"Deployment error: {str(e)}")
265
+ return {
266
+ "status": "error",
267
+ "message": str(e)
268
+ }
269
+
270
+ # Create enhanced interface
271
+ def create_enhanced_interface():
272
+ app_process = EnhancedAppCreationProcess()
273
+
274
+ with gr.Blocks(theme=gr.themes.Default()) as iface:
275
+ gr.Markdown("# 🚀 Enhanced App Builder Pro")
276
+
277
+ with gr.Row():
278
+ with gr.Column(scale=2):
279
+ current_step = gr.Markdown(value=app_process.get_current_step_info())
280
+ with gr.Column(scale=1):
281
+ theme_dropdown = gr.Dropdown(
282
+ choices=list(app_process.builder.THEMES.keys()),
283
+ value="Default",
284
+ label="Theme"
285
+ )
286
+
287
+ with gr.Tabs():
288
+ # App Configuration Tab
289
+ with gr.TabItem("📱 App Configuration"):
290
+ with gr.Group():
291
+ app_name_input = gr.Textbox(label="App Name")
292
+ template_dropdown = gr.Dropdown(
293
+ choices=list(app_process.builder.TEMPLATES.keys()),
294
+ label="Template"
295
+ )
296
+ init_app_button = gr.Button("Initialize App", variant="primary")
297
+ init_status = gr.Markdown()
298
+
299
+ # Component Builder Tab
300
+ with gr.TabItem("🔧 Component Builder"):
301
+ with gr.Row():
302
+ with gr.Column():
303
+ component_type = gr.Dropdown(
304
+ choices=list({**components_registry, **app_process.builder.ADVANCED_COMPONENTS}.keys()),
305
+ label="Component Type"
306
+ )
307
+ add_component_button = gr.Button("Add Component")
308
+ with gr.Column():
309
+ components_display = gr.HTML()
310
+
311
+ # Style Editor Tab
312
+ with gr.TabItem("🎨 Style Editor"):
313
+ custom_css = gr.Code(
314
+ label="Custom CSS",
315
+ language="css"
316
+ )
317
+ apply_style_button = gr.Button("Apply Style")
318
+ style_status = gr.Markdown()
319
+
320
+ # Code Generator Tab
321
+ with gr.TabItem("💻 Code Generator"):
322
+ generate_code_button = gr.Button("Generate Code")
323
+ generated_code = gr.Code(language="python")
324
+ lint_results = gr.Markdown()
325
+
326
+ # Deployment Tab
327
+ with gr.TabItem("🚀 Deployment"):
328
+ with gr.Group():
329
+ deploy_button = gr.Button("Deploy Application")
330
+ deployment_status = gr.Markdown()
331
+ with gr.Accordion("Deployment Logs", open=False):
332
+ deployment_logs = gr.TextArea(label="Logs", interactive=False)
333
+
334
+ # Footer
335
+ gr.Markdown("---")
336
+ with gr.Row():
337
+ gr.Markdown("### 📊 Build Status")
338
+ components_count = gr.Number(label="Components", value=0)
339
+ validation_status = gr.Markdown()
340
+
341
+ # Event handlers
342
+ async def update_theme(theme_name):
343
+ app_process.current_theme = theme_name
344
+ return f"Theme updated to {theme_name}"
345
+
346
+ async def init_app(name, template):
347
+ try:
348
+ app_process.app_name = name
349
+ # Load template if selected
350
+ if template:
351
+ # Implementation for template loading
352
+ pass
353
+ app_process.save_snapshot()
354
+ return f"✅ App '{name}' initialized successfully with {template} template!"
355
+ except Exception as e:
356
+ return f"❌ Error: {str(e)}"
357
 
358
+ async def add_component(comp_type):
359
+ try:
360
+ result = app_process.add_component(comp_type)
361
+ count = len(app_process.components)
362
+ return result, count, "✅ Component added successfully"
363
+ except Exception as e:
364
+ return None, 0, f"❌ Error: {str(e)}"
365
 
366
+ async def generate_code():
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
367
  try:
368
+ code, lint_results = await app_process.generate_enhanced_code()
369
+ return (
370
+ code,
371
+ "### Lint Results:\n" + "\n".join(lint_results)
372
  )
 
373
  except Exception as e:
374
+ return str(e), "Error in code generation"
 
 
 
 
 
375
 
376
+ async def deploy():
377
+ try:
378
+ result = await app_process.deploy_enhanced()
379
+ return (
380
+ f"### Deployment Status: {result['status']}\n\n{result['message']}",
381
+ "\n".join(result.get('lint_results', []))
382
+ )
383
+ except Exception as e:
384
+ return f"❌ Deployment Error: {str(e)}", ""
385
+
386
+ # Connect event handlers
387
+ theme_dropdown.change(update_theme, inputs=[theme_dropdown], outputs=[style_status])
388
+ init_app_button.click(init_app, inputs=[app_name_input, template_dropdown], outputs=[init_status])
389
+ add_component_button.click(add_component, inputs=[component_type], outputs=[components_display, components_count, validation_status])
390
+ generate_code_button.click(generate_code, outputs=[generated_code, lint_results])
391
+ deploy_button.click(deploy, outputs=[deployment_status, deployment_logs])
392
+
393
+ return iface
394
+
395
+ # Launch the enhanced interface
396
+ if __name__ == "__main__":
397
+ iface = create_enhanced_interface()
398
+ iface.launch(
399
+ server_port=7860,
400
+ share=True,
401
+ debug=True
402
+ )