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Runtime error
Runtime error
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8e9c357
1
Parent(s):
2636ace
Update app.py
Browse files
app.py
CHANGED
@@ -9,7 +9,8 @@ import psycopg2
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conn = psycopg2.connect("CONN")
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cur = conn.cursor()
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-
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# PROMPT
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cur.execute("UPDATE customer SET name
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"""
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@@ -42,7 +43,7 @@ def generation(tokenizer, model, content):
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txt = tokenizer.decode(typ_output[0], skip_special_tokens=True)
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return txt
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-
def code_from_prompts(prompt, model, type_hints):
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tokenizer = AutoTokenizer.from_pretrained(modelPath[model])
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model = AutoModelForCausalLM.from_pretrained(modelPath[model])
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@@ -50,8 +51,24 @@ def code_from_prompts(prompt, model, type_hints):
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if type_hints:
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code = code.replace('id,', 'id: int,')
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code = code.replace('new_name)', 'new_name: str) -> None')
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results = [
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generation(tokenizer, model, code),
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0.5,
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@@ -65,7 +82,12 @@ iface = gr.Interface(
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inputs=[
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gr.inputs.Textbox(label="Insert comment"),
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gr.inputs.Radio(list(modelPath.keys()), label="Code Model"),
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gr.inputs.Checkbox(label="Include type hints")
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],
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outputs=[
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gr.outputs.Textbox(label="Generated code"),
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conn = psycopg2.connect("CONN")
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cur = conn.cursor()
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MIDDLE
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def rename_customer(id, new_name):
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# PROMPT
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cur.execute("UPDATE customer SET name
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"""
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txt = tokenizer.decode(typ_output[0], skip_special_tokens=True)
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return txt
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def code_from_prompts(prompt, model, type_hints, pre_content):
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tokenizer = AutoTokenizer.from_pretrained(modelPath[model])
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model = AutoModelForCausalLM.from_pretrained(modelPath[model])
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if type_hints:
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code = code.replace('id,', 'id: int,')
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code = code.replace('id)', 'id: int)')
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code = code.replace('new_name)', 'new_name: str) -> None')
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if pre_content == 'None':
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code = code.replace('MIDDLE\n', '')
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elif 'Concatenation' in pre_content:
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code = code.replace('MIDDLE', """
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def get_customer(id):
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cur.execute('SELECT * FROM customers WHERE id = ' + str(id))
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return cur.fetchall()
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""".strip())
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elif 'composition' in pre_content:
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code = code.replace('MIDDLE', """
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def get_customer(id):
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cur.execute('SELECT * FROM customers WHERE id = %s', str(id))
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return cur.fetchall()
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""".strip())
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results = [
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generation(tokenizer, model, code),
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0.5,
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inputs=[
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gr.inputs.Textbox(label="Insert comment"),
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gr.inputs.Radio(list(modelPath.keys()), label="Code Model"),
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gr.inputs.Checkbox(label="Include type hints"),
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gr.inputs.Radio([
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"None",
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"Proper composition: Include function 'WHERE id = %s'",
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"Concatenation: Include a function with 'WHERE id = ' + id",
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], label="Pre-written function")
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],
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outputs=[
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gr.outputs.Textbox(label="Generated code"),
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