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from analze import * | |
import streamlit as st | |
def is_valid_filetype(file): | |
valid_extensions = ['.eml', '.txt'] | |
return any(file.name.endswith(ext) for ext in valid_extensions) | |
def main(): | |
st.title("Phishing Email Filtering Service") | |
uploaded_file = st.file_uploader("Upload a file", type=['eml', 'txt']) | |
if uploaded_file is not None: | |
if is_valid_filetype(uploaded_file): | |
st.success("File uploaded successfully!") | |
# Process the file here | |
save_file(upload_file) | |
else: | |
st.error("Invalid file type. Please upload an EML or TXT file.") | |
def upload_file(): | |
if request.method == 'POST': | |
# Check if a file was uploaded | |
if 'file' not in request.files: | |
return render_template('home.html', content='No file uploaded.') | |
file = request.files['file'] | |
# Check if the file has a filename | |
if file.filename == '': | |
return render_template('home.html', content='No file selected.') | |
filepath = 'email files/' + file.filename | |
return render_template('home.html', | |
content=check_file_type(file), | |
features = get_features(filepath), | |
pre_content=predict_content(text_feature(filepath)), | |
pre_tag=predict_html(html_tags_feature(filepath)), | |
pre_num=predict_num(num_feature(filepath)), | |
pre_extra=predict_extra(extra_feature(filepath))) | |
return render_template('home.html') | |
if __name__ == '__main__': | |
main() | |