Update app.py
Browse files
app.py
CHANGED
|
@@ -19,9 +19,7 @@ import numpy as np
|
|
| 19 |
import matplotlib.pyplot as plt
|
| 20 |
import seaborn as sns
|
| 21 |
from IPython.display import display
|
| 22 |
-
import
|
| 23 |
-
import html
|
| 24 |
-
import re
|
| 25 |
|
| 26 |
# Configure the Gemini API
|
| 27 |
genai.configure(api_key=st.secrets["GOOGLE_API_KEY"])
|
|
@@ -35,7 +33,7 @@ generation_config = {
|
|
| 35 |
}
|
| 36 |
|
| 37 |
model = genai.GenerativeModel(
|
| 38 |
-
model_name="gemini-
|
| 39 |
generation_config=generation_config,
|
| 40 |
system_instruction="""
|
| 41 |
You are Ath, a highly knowledgeable and advanced code assistant. Your responses are optimized for secure, high-quality, and cutting-edge code solutions.
|
|
@@ -44,29 +42,21 @@ model = genai.GenerativeModel(
|
|
| 44 |
)
|
| 45 |
chat_session = model.start_chat(history=[])
|
| 46 |
|
|
|
|
| 47 |
def generate_response(user_input):
|
| 48 |
-
"""Generate a response from the AI model."""
|
| 49 |
try:
|
| 50 |
response = chat_session.send_message(user_input)
|
| 51 |
return response.text
|
| 52 |
except Exception as e:
|
| 53 |
return f"Error: {e}"
|
| 54 |
|
| 55 |
-
def optimize_code(code
|
| 56 |
"""Optimize the generated code using static analysis tools."""
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
os.remove("temp_code.py")
|
| 62 |
-
elif language == 'javascript':
|
| 63 |
-
with open("temp_code.js", "w") as file:
|
| 64 |
-
file.write(code)
|
| 65 |
-
result = subprocess.run(["eslint", "temp_code.js"], capture_output=True, text=True)
|
| 66 |
-
os.remove("temp_code.js")
|
| 67 |
-
elif language == 'html':
|
| 68 |
-
# HTML optimization can be more complex due to its structure
|
| 69 |
-
code = html.escape(code)
|
| 70 |
return code
|
| 71 |
|
| 72 |
def fetch_from_github(query):
|
|
@@ -103,19 +93,12 @@ def initialize_git_repo(repo_path):
|
|
| 103 |
repo = git.Repo(repo_path)
|
| 104 |
return repo
|
| 105 |
|
| 106 |
-
def integrate_with_git(repo_path, code
|
| 107 |
"""Integrate the generated code with a Git repository."""
|
| 108 |
repo = initialize_git_repo(repo_path)
|
| 109 |
-
|
| 110 |
-
if language == 'python':
|
| 111 |
-
filename += ".py"
|
| 112 |
-
elif language == 'javascript':
|
| 113 |
-
filename += ".js"
|
| 114 |
-
elif language == 'html':
|
| 115 |
-
filename += ".html"
|
| 116 |
-
with open(os.path.join(repo_path, filename), "w") as file:
|
| 117 |
file.write(code)
|
| 118 |
-
repo.index.add([
|
| 119 |
repo.index.commit("Added generated code")
|
| 120 |
|
| 121 |
def process_user_input(user_input):
|
|
@@ -145,24 +128,16 @@ def run_tests():
|
|
| 145 |
test_result = test_runner.run(test_suite)
|
| 146 |
return test_result
|
| 147 |
|
| 148 |
-
def execute_code_in_docker(code
|
| 149 |
"""Execute code in a Docker container for safety and isolation."""
|
| 150 |
client = docker.from_env()
|
| 151 |
try:
|
| 152 |
-
|
| 153 |
-
|
| 154 |
-
|
| 155 |
-
|
| 156 |
-
|
| 157 |
-
|
| 158 |
-
)
|
| 159 |
-
elif language == 'javascript':
|
| 160 |
-
container = client.containers.run(
|
| 161 |
-
image="node:14",
|
| 162 |
-
command=f"node -e '{code}'",
|
| 163 |
-
detach=True,
|
| 164 |
-
remove=True
|
| 165 |
-
)
|
| 166 |
result = container.wait()
|
| 167 |
logs = container.logs().decode('utf-8')
|
| 168 |
return logs, result['StatusCode']
|
|
@@ -200,16 +175,6 @@ def display_dataframe(data):
|
|
| 200 |
df = pd.DataFrame(data)
|
| 201 |
display(df)
|
| 202 |
|
| 203 |
-
def format_code(code, language):
|
| 204 |
-
"""Format code using appropriate syntax highlighting."""
|
| 205 |
-
if language == 'python':
|
| 206 |
-
return f"```python\n{code}\n```"
|
| 207 |
-
elif language == 'javascript':
|
| 208 |
-
return f"```javascript\n{code}\n```"
|
| 209 |
-
elif language == 'html':
|
| 210 |
-
return f"```html\n{code}\n```"
|
| 211 |
-
return code
|
| 212 |
-
|
| 213 |
# Streamlit UI setup
|
| 214 |
st.set_page_config(page_title="Ultra AI Code Assistant", page_icon="π", layout="wide")
|
| 215 |
|
|
@@ -305,7 +270,6 @@ st.title("π Ultra AI Code Assistant")
|
|
| 305 |
st.markdown('<p class="subtitle">Powered by Google Gemini</p>', unsafe_allow_html=True)
|
| 306 |
|
| 307 |
prompt = st.text_area("What code can I help you with today?", height=120)
|
| 308 |
-
language = st.selectbox("Select language", ["python", "javascript", "html"])
|
| 309 |
|
| 310 |
if st.button("Generate Code"):
|
| 311 |
if prompt.strip() == "":
|
|
@@ -318,17 +282,18 @@ if st.button("Generate Code"):
|
|
| 318 |
if "Error" in completed_text:
|
| 319 |
handle_error(completed_text)
|
| 320 |
else:
|
| 321 |
-
optimized_code = optimize_code(completed_text
|
| 322 |
st.success("Code generated and optimized successfully!")
|
| 323 |
|
| 324 |
-
formatted_code = format_code(optimized_code, language)
|
| 325 |
st.markdown('<div class="output-container">', unsafe_allow_html=True)
|
| 326 |
-
st.markdown(
|
|
|
|
|
|
|
| 327 |
st.markdown('</div>', unsafe_allow_html=True)
|
| 328 |
|
| 329 |
# Integrate with Git
|
| 330 |
repo_path = "./repo" # Replace with your repository path
|
| 331 |
-
integrate_with_git(repo_path, optimized_code
|
| 332 |
|
| 333 |
# Run automated tests
|
| 334 |
test_result = run_tests()
|
|
@@ -338,7 +303,7 @@ if st.button("Generate Code"):
|
|
| 338 |
st.error("Some tests failed. Please check the code.")
|
| 339 |
|
| 340 |
# Execute code in Docker
|
| 341 |
-
execution_result, status_code = execute_code_in_docker(optimized_code
|
| 342 |
if status_code == 0:
|
| 343 |
st.success("Code executed successfully in Docker!")
|
| 344 |
st.text(execution_result)
|
|
|
|
| 19 |
import matplotlib.pyplot as plt
|
| 20 |
import seaborn as sns
|
| 21 |
from IPython.display import display
|
| 22 |
+
from tenacity import retry, stop_after_attempt, wait_fixed
|
|
|
|
|
|
|
| 23 |
|
| 24 |
# Configure the Gemini API
|
| 25 |
genai.configure(api_key=st.secrets["GOOGLE_API_KEY"])
|
|
|
|
| 33 |
}
|
| 34 |
|
| 35 |
model = genai.GenerativeModel(
|
| 36 |
+
model_name="gemini-1.5-pro",
|
| 37 |
generation_config=generation_config,
|
| 38 |
system_instruction="""
|
| 39 |
You are Ath, a highly knowledgeable and advanced code assistant. Your responses are optimized for secure, high-quality, and cutting-edge code solutions.
|
|
|
|
| 42 |
)
|
| 43 |
chat_session = model.start_chat(history=[])
|
| 44 |
|
| 45 |
+
@retry(stop=stop_after_attempt(3), wait=wait_fixed(2))
|
| 46 |
def generate_response(user_input):
|
| 47 |
+
"""Generate a response from the AI model with retry mechanism."""
|
| 48 |
try:
|
| 49 |
response = chat_session.send_message(user_input)
|
| 50 |
return response.text
|
| 51 |
except Exception as e:
|
| 52 |
return f"Error: {e}"
|
| 53 |
|
| 54 |
+
def optimize_code(code):
|
| 55 |
"""Optimize the generated code using static analysis tools."""
|
| 56 |
+
with open("temp_code.py", "w") as file:
|
| 57 |
+
file.write(code)
|
| 58 |
+
result = subprocess.run(["pylint", "temp_code.py"], capture_output=True, text=True)
|
| 59 |
+
os.remove("temp_code.py")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 60 |
return code
|
| 61 |
|
| 62 |
def fetch_from_github(query):
|
|
|
|
| 93 |
repo = git.Repo(repo_path)
|
| 94 |
return repo
|
| 95 |
|
| 96 |
+
def integrate_with_git(repo_path, code):
|
| 97 |
"""Integrate the generated code with a Git repository."""
|
| 98 |
repo = initialize_git_repo(repo_path)
|
| 99 |
+
with open(os.path.join(repo_path, "generated_code.py"), "w") as file:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 100 |
file.write(code)
|
| 101 |
+
repo.index.add(["generated_code.py"])
|
| 102 |
repo.index.commit("Added generated code")
|
| 103 |
|
| 104 |
def process_user_input(user_input):
|
|
|
|
| 128 |
test_result = test_runner.run(test_suite)
|
| 129 |
return test_result
|
| 130 |
|
| 131 |
+
def execute_code_in_docker(code):
|
| 132 |
"""Execute code in a Docker container for safety and isolation."""
|
| 133 |
client = docker.from_env()
|
| 134 |
try:
|
| 135 |
+
container = client.containers.run(
|
| 136 |
+
image="python:3.9",
|
| 137 |
+
command=f"python -c '{code}'",
|
| 138 |
+
detach=True,
|
| 139 |
+
remove=True
|
| 140 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 141 |
result = container.wait()
|
| 142 |
logs = container.logs().decode('utf-8')
|
| 143 |
return logs, result['StatusCode']
|
|
|
|
| 175 |
df = pd.DataFrame(data)
|
| 176 |
display(df)
|
| 177 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 178 |
# Streamlit UI setup
|
| 179 |
st.set_page_config(page_title="Ultra AI Code Assistant", page_icon="π", layout="wide")
|
| 180 |
|
|
|
|
| 270 |
st.markdown('<p class="subtitle">Powered by Google Gemini</p>', unsafe_allow_html=True)
|
| 271 |
|
| 272 |
prompt = st.text_area("What code can I help you with today?", height=120)
|
|
|
|
| 273 |
|
| 274 |
if st.button("Generate Code"):
|
| 275 |
if prompt.strip() == "":
|
|
|
|
| 282 |
if "Error" in completed_text:
|
| 283 |
handle_error(completed_text)
|
| 284 |
else:
|
| 285 |
+
optimized_code = optimize_code(completed_text)
|
| 286 |
st.success("Code generated and optimized successfully!")
|
| 287 |
|
|
|
|
| 288 |
st.markdown('<div class="output-container">', unsafe_allow_html=True)
|
| 289 |
+
st.markdown('<div class="code-block">', unsafe_allow_html=True)
|
| 290 |
+
st.code(optimized_code)
|
| 291 |
+
st.markdown('</div>', unsafe_allow_html=True)
|
| 292 |
st.markdown('</div>', unsafe_allow_html=True)
|
| 293 |
|
| 294 |
# Integrate with Git
|
| 295 |
repo_path = "./repo" # Replace with your repository path
|
| 296 |
+
integrate_with_git(repo_path, optimized_code)
|
| 297 |
|
| 298 |
# Run automated tests
|
| 299 |
test_result = run_tests()
|
|
|
|
| 303 |
st.error("Some tests failed. Please check the code.")
|
| 304 |
|
| 305 |
# Execute code in Docker
|
| 306 |
+
execution_result, status_code = execute_code_in_docker(optimized_code)
|
| 307 |
if status_code == 0:
|
| 308 |
st.success("Code executed successfully in Docker!")
|
| 309 |
st.text(execution_result)
|