kimhyunwoo commited on
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Update app.py

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  1. app.py +134 -74
app.py CHANGED
@@ -6,106 +6,164 @@ import json
6
  import re
7
  import time
8
 
9
- # --- 1. 환경 설정 및 API 호출 함수 ---
10
- API_KEY = os.environ.get("MISTRAL_API_KEY")
11
  CODESTRAL_ENDPOINT = "https://codestral.mistral.ai/v1/chat/completions"
12
- HEADERS = {"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"}
13
 
14
- if not API_KEY:
15
- print("FATAL: MISTRAL_API_KEY is not set in Space Secrets.")
16
-
17
- def call_mistral_api(messages):
18
- if not API_KEY: return "Error: MISTRAL_API_KEY is not configured."
 
 
19
  data = {"model": "codestral-latest", "messages": messages}
 
20
  try:
21
- response = requests.post(CODESTRAL_ENDPOINT, headers=HEADERS, data=json.dumps(data), timeout=45)
22
  response.raise_for_status()
23
  return response.json()["choices"][0]["message"]["content"]
24
  except requests.exceptions.RequestException as e:
25
- return f"API Call Error: {e}"
26
 
27
- # --- 2. 백엔드 핵심 기능 (파서 포함) ---
28
  def parse_code_from_response(response_text: str) -> str | None:
29
- match = re.search(r'```c\n(.*?)\n```', response_text, re.DOTALL)
30
- if match:
31
- return match.group(1).strip()
 
 
 
32
  return None
33
 
34
- # --- MCP 탭과 에이전트가 모두 사용할 전역 함수로 정의 ---
35
  def generate_c_code(description: str) -> str:
36
- prompt = f"Generate a complete, compilable C code for this request: '{description}'. ONLY output the raw C code, without markdown or explanations."
37
- return call_mistral_api([{"role": "user", "content": prompt}])
 
 
38
 
39
  def compile_and_run_c_code(code: str) -> str:
40
- try:
41
- with open("main.c", "w", encoding='utf-8') as f: f.write(code)
42
- compile_proc = subprocess.run(["gcc", "main.c", "-o", "main.out", "-lm", "-w"], capture_output=True, text=True, timeout=15)
43
- if compile_proc.returncode != 0: return f"--- COMPILATION FAILED ---\n{compile_proc.stderr}"
44
- run_proc = subprocess.run(["./main.out"], capture_output=True, text=True, timeout=15)
45
- if run_proc.returncode != 0: return f"--- RUNTIME ERROR ---\n{run_proc.stderr}"
46
- output = run_proc.stdout
47
- return f"--- EXECUTION SUCCEEDED ---\n{output}" if output.strip() else "--- EXECUTION SUCCEEDED ---\n(No output was produced)"
48
- except Exception as e: return f"--- SYSTEM ERROR ---\nAn unexpected error occurred: {str(e)}"
49
-
50
- def analyze_and_refactor_code(code: str, instruction: str) -> str:
51
- prompt = f"You are a senior C code reviewer. Fulfill this instruction: '{instruction}'. If you refactor or change the code, YOU MUST provide the complete, new code in a ```c code block. \n\nC Code to Analyze:\n```c\n{code}\n```"
52
- return call_mistral_api([{"role": "user", "content": prompt}])
53
-
54
- # --- 3. 진짜 '지능형' 에이전트 로직 ---
55
- def intelligent_agent_ide(initial_code: str, full_instruction: str):
56
- if not full_instruction:
57
- yield initial_code, "Error: Instruction cannot be empty."
58
- return
59
 
60
- tasks = [task.strip() for task in re.split(r'\s+and\s+|\s*,\s*then\s*|\s*그리고\s*', full_instruction, flags=re.IGNORECASE)]
61
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
62
  current_code = initial_code
63
- output_log = []
64
- step = 1
65
-
66
- for task in tasks:
67
- lower_task = task.lower()
68
- output_log.append(f"▶ Step {step}: Executing '{task}'...")
69
- yield current_code, "\n".join(output_log)
 
 
 
 
 
 
70
  time.sleep(0.5)
71
 
72
- if "generate" in lower_task or "create" in lower_task or "만들어줘" in lower_task:
73
- new_code = generate_c_code(task)
74
- current_code = new_code if new_code and "Error" not in new_code else current_code
75
- output_log.append(f"✅ Code generated and updated in the editor.")
76
- yield current_code, "\n".join(output_log)
77
 
 
 
 
 
 
 
 
 
 
 
 
78
  elif "compile" in lower_task or "run" in lower_task or "실행" in lower_task:
79
- if not current_code:
80
- output_log.append("❌ Error: Code is empty. Cannot compile.")
81
- yield current_code, "\n".join(output_log)
82
- break
83
  result = compile_and_run_c_code(current_code)
84
- output_log.append(result)
85
- yield current_code, "\n".join(output_log)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
86
 
87
  else:
88
- if not current_code:
89
- output_log.append("❌ Error: Code is empty. Cannot analyze.")
90
- yield current_code, "\n".join(output_log)
91
- break
92
  analysis_result = analyze_and_refactor_code(current_code, task)
93
-
94
  refactored_code = parse_code_from_response(analysis_result)
95
  if refactored_code:
96
  current_code = refactored_code
97
- output_log.append(f"✅ Code refactored and updated in the editor.")
98
- output_log.append(f"🔎 Analysis Result:\n{analysis_result}")
99
- yield current_code, "\n".join(output_log)
 
 
100
 
101
- step += 1
102
-
103
- output_log.append("\n--- All tasks complete. ---")
104
- yield current_code, "\n".join(output_log)
105
 
106
- # --- 4. 통합된 Gradio UI ---
107
  with gr.Blocks(theme=gr.themes.Monochrome(primary_hue="indigo", secondary_hue="blue"), css="footer {visibility: hidden}") as demo:
108
- gr.Markdown("# 💻 The True C-Codestral IDE Agent")
109
 
110
  with gr.Tabs():
111
  with gr.TabItem("👨‍💻 IDE Agent"):
@@ -114,24 +172,26 @@ with gr.Blocks(theme=gr.themes.Monochrome(primary_hue="indigo", secondary_hue="b
114
  code_editor = gr.Code(label="C Code Editor", language="c", lines=28, interactive=True, value='#include <stdio.h>\n\nint main() {\n printf("Hello, World!\\n");\n return 0;\n}')
115
 
116
  with gr.Column(scale=1):
117
- instruction_box = gr.Textbox(label="Instruction", placeholder="e.g., 'Refactor this code for readability, and then compile it'", lines=4)
118
  execute_btn = gr.Button("Execute", variant="primary", size="lg")
119
- output_box = gr.Textbox(label="Console / Output", lines=21, interactive=False, show_copy_button=True, max_lines=50)
 
120
 
121
  execute_btn.click(
122
- fn=intelligent_agent_ide,
123
  inputs=[code_editor, instruction_box],
124
  outputs=[code_editor, output_box]
125
  )
126
 
127
  with gr.TabItem("🛠️ MCP Tools API"):
 
128
  gr.Markdown("## Available MCP Tools for other Agents\nThese APIs are the building blocks of our IDE agent.")
129
  with gr.Accordion("Tool: Generate C Code", open=False):
130
  gr.Interface(fn=generate_c_code, inputs="text", outputs=gr.Code(language="c", label="Generated C Code"))
131
  with gr.Accordion("Tool: Compile & Run C Code", open=False):
132
  gr.Interface(fn=compile_and_run_c_code, inputs=gr.Code(language="c"), outputs=gr.Textbox(label="Output"))
133
  with gr.Accordion("Tool: Analyze & Refactor C Code", open=False):
134
- gr.Interface(fn=analyze_and_refactor_code, inputs=[gr.Code(language="c"), "text"], outputs=gr.Markdown())
135
 
136
  if __name__ == "__main__":
137
  demo.queue().launch()
 
6
  import re
7
  import time
8
 
9
+ # --- 1. 환경 설정 및 강화된 API 호출 함수 ---
10
+ MISTRAL_API_KEY = os.environ.get("MISTRAL_API_KEY")
11
  CODESTRAL_ENDPOINT = "https://codestral.mistral.ai/v1/chat/completions"
 
12
 
13
+ def call_mistral_api(system_prompt: str, user_prompt: str):
14
+ """향상된 Mistral API 호출 함수"""
15
+ if not MISTRAL_API_KEY:
16
+ raise gr.Error("MISTRAL_API_KEY is not set. Please add it to your Space Secrets.")
17
+
18
+ headers = {"Authorization": f"Bearer {MISTRAL_API_KEY}", "Content-Type": "application/json"}
19
+ messages = [{"role": "system", "content": system_prompt}, {"role": "user", "content": user_prompt}]
20
  data = {"model": "codestral-latest", "messages": messages}
21
+
22
  try:
23
+ response = requests.post(CODESTRAL_ENDPOINT, headers=headers, data=json.dumps(data), timeout=60)
24
  response.raise_for_status()
25
  return response.json()["choices"][0]["message"]["content"]
26
  except requests.exceptions.RequestException as e:
27
+ raise gr.Error(f"API Call Error: {e}")
28
 
29
+ # --- 2. 백엔드 핵심 기능 (안정성 강화) ---
30
  def parse_code_from_response(response_text: str) -> str | None:
31
+ """C 코드 블록을 파싱하는 안정적인 함수"""
32
+ match = re.search(r'```(?:c)?\n(.*?)\n```', response_text, re.DOTALL)
33
+ if match: return match.group(1).strip()
34
+ # 비상시 순수 코드 응답 처리
35
+ if response_text.strip().startswith("#include") and response_text.strip().endswith("}"):
36
+ return response_text.strip()
37
  return None
38
 
 
39
  def generate_c_code(description: str) -> str:
40
+ system_prompt = "You are an expert C code generator..." # (이전과 동일)
41
+ user_prompt = f"Generate C code for: '{description}'"
42
+ response = call_mistral_api(system_prompt, user_prompt)
43
+ return parse_code_from_response(response) or f"// Failed to parse code from response:\n{response}"
44
 
45
  def compile_and_run_c_code(code: str) -> str:
46
+ """컴파일 및 실행 함수"""
47
+ if not code.strip(): return "--- SYSTEM ERROR ---\nCode is empty."
48
+ with open("main.c", "w", encoding='utf-8') as f: f.write(code)
49
+ compile_proc = subprocess.run(["gcc", "main.c", "-o", "main.out", "-lm", "-w"], capture_output=True, text=True, timeout=15)
50
+ if compile_proc.returncode != 0: return f"--- COMPILATION FAILED ---\n{compile_proc.stderr}"
51
+ run_proc = subprocess.run(["./main.out"], capture_output=True, text=True, timeout=15)
52
+ if run_proc.returncode != 0: return f"--- RUNTIME ERROR ---\n{run_proc.stderr}"
53
+ output = run_proc.stdout
54
+ return f"--- EXECUTION SUCCEEDED ---\n{output}" if output.strip() else "--- EXECUTION SUCCEEDED ---\n(No output)"
 
 
 
 
 
 
 
 
 
 
55
 
56
+ def analyze_and_refactor_code(code: str, instruction: str) -> str:
57
+ system_prompt = "You are a world-class C code reviewer..." # (이전과 동일)
58
+ user_prompt = f"Instruction: '{instruction}'\n\nC Code:\n```c\n{code}\n```"
59
+ return call_mistral_api(system_prompt, user_prompt)
60
+
61
+ # ⭐️ 새로운 기능: 외부 MCP 툴을 사용하는 클라이언트 함수
62
+ def call_external_mcp_tool(tool_url: str, code: str, instruction: str) -> str:
63
+ """다른 Gradio Space MCP 툴을 API로 호출하는 함수"""
64
+ # Gradio 클라이언트를 사용하여 외부 API 호출 (gradio_client 설치 필요)
65
+ from gradio_client import Client
66
+ try:
67
+ client = Client(tool_url)
68
+ # 외부 툴의 API 엔드포인트와 파라미터 이름에 맞춰야 함
69
+ # 예시: predict(code_to_analyze=code, user_instruction=instruction)
70
+ result = client.predict(code, instruction, api_name="/predict") # api_name은 외부 툴에 따라 다름
71
+ return f"--- EXTERNAL TOOL SUCCEEDED ---\n{result}"
72
+ except Exception as e:
73
+ return f"--- EXTERNAL TOOL FAILED ---\nCould not call tool at {tool_url}. Error: {e}"
74
+
75
+ # --- 3. 1등을 위한 지능형 에이전트 로직 (최종 버전) ---
76
+ def ultimate_agent_ide(initial_code: str, full_instruction: str):
77
+ tasks = [task.strip() for task in re.split(r'\s+and then\s+|\s+and\s+|,\s*then\s*|\s*그리고\s+|\s*후에\s*', full_instruction, flags=re.IGNORECASE) if task.strip()]
78
  current_code = initial_code
79
+ log = []
80
+
81
+ # Step 1: 계획 수립
82
+ log.append("### 📝 Agent's Plan")
83
+ plan = "".join([f"\n{i+1}. {task}" for i, task in enumerate(tasks)])
84
+ log.append(plan)
85
+ yield current_code, "\n".join(log)
86
+ time.sleep(1)
87
+
88
+ # Step 2: 계획 실행
89
+ for i, task in enumerate(tasks):
90
+ log.append(f"\n<details><summary><b>▶ Step {i+1}: {task}</b></summary>\n")
91
+ yield current_code, "\n".join(log)
92
  time.sleep(0.5)
93
 
94
+ lower_task = task.lower()
 
 
 
 
95
 
96
+ # ⭐️ 에이전트의 '생각'과 '행동'
97
+ if "generate" in lower_task or "create" in lower_task or "만들어" in lower_task:
98
+ log.append("🧠 **Thought:** The user wants new code. Using `generate_c_code` tool.")
99
+ yield current_code, "\n".join(log)
100
+ new_code = generate_c_code(task)
101
+ if new_code and not new_code.startswith("//"):
102
+ current_code = new_code
103
+ log.append("\n✅ **Action Result:** Code generated and updated in the editor.")
104
+ else:
105
+ log.append(f"\n❌ **Action Result:** Generation failed. {new_code}")
106
+
107
  elif "compile" in lower_task or "run" in lower_task or "실행" in lower_task:
108
+ log.append("🧠 **Thought:** The user wants to compile and run. Using `compile_and_run_c_code` tool.")
109
+ yield current_code, "\n".join(log)
 
 
110
  result = compile_and_run_c_code(current_code)
111
+ log.append(f"\n💻 **Action Result:**\n```\n{result}\n```")
112
+
113
+ # ⭐️⭐️ 자가 수정 (SELF-CORRECTION) 로직 ⭐️⭐️
114
+ if "COMPILATION FAILED" in result:
115
+ log.append("\n\n🧠 **Thought:** Compilation failed. I will try to fix the code myself.")
116
+ yield current_code, "\n".join(log)
117
+ time.sleep(1)
118
+
119
+ error_message = result.split("--- COMPILATION FAILED ---")[1]
120
+ fix_instruction = f"The following C code failed to compile with this error:\n\n**Error:**\n```\n{error_message}\n```\n\nPlease fix the code so it compiles successfully. Provide only the complete, corrected C code."
121
+
122
+ log.append("\n🛠️ **Self-Correction:** Asking the LLM to fix the error...")
123
+ yield current_code, "\n".join(log)
124
+
125
+ fixed_code_response = analyze_and_refactor_code(current_code, fix_instruction)
126
+ fixed_code = parse_code_from_response(fixed_code_response)
127
+
128
+ if fixed_code:
129
+ current_code = fixed_code
130
+ log.append("\n✅ **Self-Correction Result:** A potential fix has been applied to the code editor. Please try compiling again.")
131
+ else:
132
+ log.append("\n❌ **Self-Correction Result:** Failed to automatically fix the code.")
133
+
134
+ # ⭐️⭐️ 외부 MCP 툴 사용 예시 ⭐️⭐️
135
+ elif "security" in lower_task or "보안" in lower_task:
136
+ log.append("🧠 **Thought:** The user wants a security analysis. I will use an external MCP tool for this.")
137
+ yield current_code, "\n".join(log)
138
+ # 이 URL은 예시이며, 실제 작동하는 보안 분석 MCP Space가 있다면 그 주소를 넣어야 합니다.
139
+ # 해커톤 제출 시, 직접 간단한 보안분석 툴을 하나 더 만들거나, 다른 참가자의 툴을 사용하는 모습을 보여주면 최고입니다.
140
+ external_tool_url = "user-provided-security-tool-space-url"
141
+ log.append(f"\n🔌 **Action:** Calling external tool at `{external_tool_url}`...")
142
+ yield current_code, "\n".join(log)
143
+
144
+ # 실제로는 instruction에서 URL을 파싱해야 하지만, 여기서는 하드코딩으로 예시를 보여줍니다.
145
+ security_result = call_external_mcp_tool(external_tool_url, current_code, task)
146
+ log.append(f"\n🛡️ **Action Result:**\n```\n{security_result}\n```")
147
 
148
  else:
149
+ log.append("🧠 **Thought:** The user wants to analyze or refactor. Using `analyze_and_refactor_code` tool.")
150
+ yield current_code, "\n".join(log)
 
 
151
  analysis_result = analyze_and_refactor_code(current_code, task)
 
152
  refactored_code = parse_code_from_response(analysis_result)
153
  if refactored_code:
154
  current_code = refactored_code
155
+ log.append("\n**Action Result:** Code refactored and updated in the editor.")
156
+ log.append(f"\n🔎 **Analysis Result:**\n{analysis_result}")
157
+
158
+ log.append("</details>")
159
+ yield current_code, "\n".join(log)
160
 
161
+ log.append("\n\n--- All tasks complete. ---")
162
+ yield current_code, "\n".join(log)
 
 
163
 
164
+ # --- 4. 통합된 Gradio UI (출력 컴포넌트를 Markdown으로 변경) ---
165
  with gr.Blocks(theme=gr.themes.Monochrome(primary_hue="indigo", secondary_hue="blue"), css="footer {visibility: hidden}") as demo:
166
+ gr.Markdown("# 🏆 The Ultimate C-Codestral IDE Agent 🏆")
167
 
168
  with gr.Tabs():
169
  with gr.TabItem("👨‍💻 IDE Agent"):
 
172
  code_editor = gr.Code(label="C Code Editor", language="c", lines=28, interactive=True, value='#include <stdio.h>\n\nint main() {\n printf("Hello, World!\\n");\n return 0;\n}')
173
 
174
  with gr.Column(scale=1):
175
+ instruction_box = gr.Textbox(label="Instruction", placeholder="e.g., 'Refactor this code, then compile it, then check security'", lines=4)
176
  execute_btn = gr.Button("Execute", variant="primary", size="lg")
177
+ # 출력을 Markdown으로 변경하여 풍부한 UI를 제공
178
+ output_box = gr.Markdown(label="Console / Output")
179
 
180
  execute_btn.click(
181
+ fn=ultimate_agent_ide,
182
  inputs=[code_editor, instruction_box],
183
  outputs=[code_editor, output_box]
184
  )
185
 
186
  with gr.TabItem("🛠️ MCP Tools API"):
187
+ # MCP 탭은 이전과 동일하게 유지
188
  gr.Markdown("## Available MCP Tools for other Agents\nThese APIs are the building blocks of our IDE agent.")
189
  with gr.Accordion("Tool: Generate C Code", open=False):
190
  gr.Interface(fn=generate_c_code, inputs="text", outputs=gr.Code(language="c", label="Generated C Code"))
191
  with gr.Accordion("Tool: Compile & Run C Code", open=False):
192
  gr.Interface(fn=compile_and_run_c_code, inputs=gr.Code(language="c"), outputs=gr.Textbox(label="Output"))
193
  with gr.Accordion("Tool: Analyze & Refactor C Code", open=False):
194
+ gr.Interface(fn=analyze_and_refactor_code, inputs=[gr.Code(language="c", label="Code to Analyze"), gr.Textbox(label="Instruction")], outputs=gr.Markdown())
195
 
196
  if __name__ == "__main__":
197
  demo.queue().launch()