Delete code_explainer.py
Browse files- code_explainer.py +0 -89
code_explainer.py
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# -*- coding: utf-8 -*-
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"""Code Explainer.ipynb
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Automatically generated by Colaboratory.
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Original file is located at
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https://colab.research.google.com/drive/1zjYwVdkZFh1uJRMydEtvhan_1DSWGdAf
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"""
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!pip install gradio
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!pip install google-generativeai
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#@title Code Explainer
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import gradio as gr
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import google.generativeai as palm
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# load model
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# PaLM API Key here
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palm.configure(api_key='AIzaSyDa89CpRmIwKA6h8fBO533Si0xK_YvSs7I')
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# Use the palm.list_models function to find available models
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# PaLM 2 available in 4 sizes: Gecko, Otter, Bison and Unicorn (largest)
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models = [m for m in palm.list_models() if 'generateText' in m.supported_generation_methods]
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model = models[0].name
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# define completion function
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def get_completion(code_snippet):
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python_code_examples = f"""
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---------------------
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Example 1: Code Snippet
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x = 10
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def foo():
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global x
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x = 5
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foo()
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print(x)
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Correct output: 5
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Code Explanation: Inside the foo function, the global keyword is used to modify the global variable x to be 5.
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So, print(x) outside the function prints the modified value, which is 5.
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---------------------
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Example 2: Code Snippet
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def modify_list(input_list):
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input_list.append(4)
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input_list = [1, 2, 3]
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my_list = [0]
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modify_list(my_list)
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print(my_list)
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Correct output: [0, 4]
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Code Explanation: Inside the modify_list function, an element 4 is appended to input_list.
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Then, input_list is reassigned to a new list [1, 2, 3], but this change doesn't affect the original list.
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So, print(my_list) outputs [0, 4].
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---------------------
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"""
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prompt = f"""
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Your task is to act as any language Code Explainer.
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I'll give you a Code Snippet.
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Your job is to explain the Code Snippet step-by-step.
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Break down the code into as many steps as possible.
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Share intermediate checkpoints & steps along with results.
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Few good examples of Python code output between #### separator:
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####
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{python_code_examples}
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####
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Code Snippet is shared below, delimited with triple backticks:
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```
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{code_snippet}
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```
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"""
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completion = palm.generate_text(
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model=model,
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prompt=prompt,
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temperature=0,
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# The maximum length of the response
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max_output_tokens=500,
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)
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response = completion.result
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return response
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# define app UI
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iface = gr.Interface(fn=get_completion, inputs=[gr.Textbox(label="Insert Code Snippet",lines=5)],
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outputs=[gr.Textbox(label="Explanation Here",lines=8)],
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title="Code Explainer"
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)
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iface.launch()
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