Spaces:
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Update app.py
Browse files
app.py
CHANGED
@@ -10,6 +10,7 @@ logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(
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if 'generated_codes' not in st.session_state:
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st.session_state.generated_codes = []
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@st.cache_resource
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def get_model_pipeline(model_name):
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try:
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@@ -19,6 +20,7 @@ def get_model_pipeline(model_name):
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logging.error(f"Error loading model pipeline: {e}")
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return None
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@st.cache_data
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def generate_code(task_description, max_length, temperature, num_return_sequences, model_name):
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code_pipeline = get_model_pipeline(model_name)
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@@ -38,6 +40,7 @@ def generate_code(task_description, max_length, temperature, num_return_sequence
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logging.error(f"Error generating code: {e}")
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return [f"Error generating code: {e}"]
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def save_code(code, file_name):
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try:
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with open(file_name, "w") as file:
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@@ -47,6 +50,7 @@ def save_code(code, file_name):
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logging.error(f"Error saving code: {e}")
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return False
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def main():
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st.set_page_config(page_title="Advanced Code Generator", layout="wide")
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@@ -70,7 +74,7 @@ def main():
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st.header("Options")
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col1, col2, col3 = st.columns(3)
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with col1:
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max_length = st.slider("Max Length", min_value=50, max_value=
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with col2:
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temperature = st.slider("Temperature", min_value=0.1, max_value=1.0, value=0.7, step=0.1, help="Controls the creativity of the generated code.")
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with col3:
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@@ -79,6 +83,8 @@ def main():
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# Generate Code Button
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if st.button("Generate Code"):
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if task_description.strip():
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with st.spinner("Generating code..."):
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st.session_state.generated_codes = generate_code(task_description, max_length, temperature, num_return_sequences, model_name)
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st.header("Generated Code")
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if 'generated_codes' not in st.session_state:
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st.session_state.generated_codes = []
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# Function to get the model pipeline
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@st.cache_resource
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def get_model_pipeline(model_name):
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try:
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logging.error(f"Error loading model pipeline: {e}")
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return None
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# Function to generate code
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@st.cache_data
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def generate_code(task_description, max_length, temperature, num_return_sequences, model_name):
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code_pipeline = get_model_pipeline(model_name)
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logging.error(f"Error generating code: {e}")
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return [f"Error generating code: {e}"]
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# Function to save code to a file
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def save_code(code, file_name):
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try:
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with open(file_name, "w") as file:
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logging.error(f"Error saving code: {e}")
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return False
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# Main function for Streamlit app
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def main():
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st.set_page_config(page_title="Advanced Code Generator", layout="wide")
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st.header("Options")
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col1, col2, col3 = st.columns(3)
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with col1:
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max_length = st.slider("Max Length", min_value=50, max_value=2048, value=250, step=50, help="Maximum length of the generated code.")
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with col2:
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temperature = st.slider("Temperature", min_value=0.1, max_value=1.0, value=0.7, step=0.1, help="Controls the creativity of the generated code.")
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with col3:
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# Generate Code Button
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if st.button("Generate Code"):
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if task_description.strip():
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# Clear previous generated codes
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st.session_state.generated_codes = []
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with st.spinner("Generating code..."):
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st.session_state.generated_codes = generate_code(task_description, max_length, temperature, num_return_sequences, model_name)
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st.header("Generated Code")
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