initial commit with app and requirements
Browse files- app.py +71 -0
- requirements.txt +3 -0
app.py
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
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import gradio as gr
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# Load the CodeT5 small model (lightweight)
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model_name = "Salesforce/codet5-small"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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def fix_output(output):
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# Simple cleanups and common fixes
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output = output.replace("importsync_playwright", "import sync_playwright")
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output = output.replace("\n\n", "\n")
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lines = output.split("\n")
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seen = set()
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filtered = []
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for line in lines:
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if line.strip() not in seen:
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filtered.append(line)
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seen.add(line.strip())
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output = "\n".join(filtered)
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output = output.replace('.locator("//button[@type=\'submit\']").fill(', '.locator("//button[@type=\'submit\']").click(')
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return output
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def convert_selenium_to_playwright(selenium_code):
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prompt = f"""
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Convert the following Selenium Python code to Playwright Python code.
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Return complete working Playwright code with proper syntax, including imports, browser launch, navigation, actions, and close.
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Example:
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Selenium:
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from selenium import webdriver
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from selenium.webdriver.common.by import By
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driver = webdriver.Chrome()
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driver.get("https://example.com")
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element = driver.find_element(By.ID, "username")
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element.send_keys("myusername")
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driver.quit()
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Playwright:
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from playwright.sync_api import sync_playwright
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with sync_playwright() as p:
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browser = p.chromium.launch()
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page = browser.new_page()
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page.goto("https://example.com")
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page.locator("#username").fill("myusername")
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browser.close()
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Now convert:
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Selenium:
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{selenium_code}
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Playwright:
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"""
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inputs = tokenizer(prompt, return_tensors="pt", truncation=True, max_length=512)
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outputs = model.generate(**inputs, max_length=512, num_beams=5, early_stopping=True)
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result = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return fix_output(result)
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iface = gr.Interface(
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fn=convert_selenium_to_playwright,
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inputs=gr.Textbox(lines=15, placeholder="Paste your Selenium Python code here..."),
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outputs="textbox",
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title="Selenium to Playwright Code Converter",
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description="Paste your Selenium Python code and get the equivalent Playwright Python code."
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)
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if __name__ == "__main__":
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iface.launch()
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requirements.txt
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@@ -0,0 +1,3 @@
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transformers
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torch
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gradio
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