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curranjanssens
commited on
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b081033
1
Parent(s):
02f495a
Add application file
Browse files
SQLDB.py
ADDED
@@ -0,0 +1,107 @@
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import sqlite3
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import re
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import openai
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def gpt3(texts):
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openai.api_key ="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"
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response = openai.Completion.create(
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engine="code-davinci-002",
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prompt= texts,
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temperature=0,
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max_tokens=100,
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top_p=1,
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frequency_penalty=0.0,
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presence_penalty=0.0,
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suffix='")',
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stop = ("conn.close()", "</code>", "#")
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)
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x = response.choices[0].text
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#extract the text inside of the cur.execute() function. for example 'cur.execute("SELECT * FROM gptsum")' would turn into 'SELECT * FROM gptsum'
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x = re.sub(r'(cur.execute\(\"|\"\))', '', x)
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# cut everything off after the first "\n"
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x = x.split("\n")[0]
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return x
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#using the name of the database, return the table names and the column names
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def print_attributes(database, table):
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conn = sqlite3.connect(database)
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c = conn.cursor()
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c.execute("PRAGMA table_info(" + table + ")")
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print(c.fetchall())
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conn.close()
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# if tabes returns ([], []), re do the function and the base input
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def get_tables():
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# make the base variable global
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global base
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base = input("Name the database to connect to:")
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if len(base) <5:
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print("The name is too short")
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get_tables()
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#exit clause
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if base == "exit":
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return
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conn = sqlite3.connect(base)
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c = conn.cursor()
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c.execute("SELECT name FROM sqlite_master WHERE type='table';")
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tables = c.fetchall()
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conn.close()
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if tables == [] and columns == []:
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get_tables()
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return tables
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#tables = get_tables()
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#if len(base)==0:
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# base= "gmaildb.sqlite"
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# turn this: "request=input("What would you like to do to the database?")" into a callable function that repeats itself if too short
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def request():
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requests=input("What would you like to do to the database?")
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if len(requests) < 5:
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print("The request is too short")
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request()
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return requests
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import gradio as gr
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# create a UI using gradio that takes in a text name and a text prompt, which then is displayed back to the user
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def greet( prompt):
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txt= ("# Python 3 \n# SQLite \n# "+prompt+ "\nimport sqlite3"+'\nconn = sqlite3.connect("database")\ncur= conn.cursor()\ncur.execute("')
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sql = gpt3(txt)
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return sql
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#the scrip variable is a string of python code with a sql query in it. execute the code keep the result in a variable
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iface = gr.Interface(greet, inputs = ["text"], outputs = "text")
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iface.launch(share=True )
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#breakpoint()
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#req = request()
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#txt= ("# Python 3 \n# SQLite \n# "+req+ "\nimport sqlite3"+'\nconn = sqlite3.connect("'+ base +'")\ncur = conn.cursor()')
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#cod = gpt3(txt)
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#scrip= (txt+str(cod))
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#print(scrip)
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#exec(scrip)
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