georeactor commited on
Commit
8e9c357
·
1 Parent(s): 2636ace

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +25 -3
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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- def set_customer_name(id, new_name):
 
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  # PROMPT
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  cur.execute("UPDATE customer SET name
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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,
@@ -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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+
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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"),