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Upload app.py
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app.py
CHANGED
@@ -41,6 +41,7 @@ import random
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def greet(X, ny):
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global eng_dict
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if ny == 0:
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rand_no = random.random()
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tok_map = {2: 0.4363429005892416,
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@@ -173,27 +174,7 @@ def greet(X, ny):
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# else:
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# astr+=mock.capitalize()
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er = er+" (with PLL value of: "+str(vali)+")"
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return er
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def meet(X):
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tot_pll = 100.00
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print_str = ""
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fin_out = "The highest confidence prediction is: "
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add_out = ""
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for r in range(6):
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er, pll = greet(X, 6-r)
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print_str+= er
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print_str+='\n'
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if (pll - tot_pll) > 0.1:
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break
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elif pll >= tot_pll:
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continue
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else:
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add_out = er
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tot_pll = pll
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print_str= print_str+fin_out+add_out
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return print_str
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title = "Rename a variable in a Java class"
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description = """This model is a fine-tuned GraphCodeBERT model fine-tuned to output higher-quality variable names for Java classes. Long classes are handled by the
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model. Replace any variable name with a "[MASK]" to get an identifier renaming.
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@@ -219,7 +200,7 @@ ex.printStackTrace();
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}
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}
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}
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}"""], ["""import java.net.*;
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import java.io.*;
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public class s {
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@@ -237,7 +218,7 @@ public class s {
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if ([MASK] != null) [MASK].close();
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}
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}
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}"""], ["""import java.io.*;
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import java.util.*;
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public class y {
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@@ -254,13 +235,13 @@ public class y {
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e.printStackTrace();
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}
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}
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}"""]]
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# We instantiate the Textbox class
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textbox = gr.Textbox(label="Type Java code snippet:", placeholder="replace variable with [MASK]", lines=10)
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gr.Interface(title = title, description = description, examples = ex, fn=
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textbox
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], outputs="text").launch()
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def greet(X, ny):
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global eng_dict
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ny = int(ny)
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if ny == 0:
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rand_no = random.random()
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tok_map = {2: 0.4363429005892416,
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# else:
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# astr+=mock.capitalize()
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er = er+" (with PLL value of: "+str(vali)+")"
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return er
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title = "Rename a variable in a Java class"
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description = """This model is a fine-tuned GraphCodeBERT model fine-tuned to output higher-quality variable names for Java classes. Long classes are handled by the
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model. Replace any variable name with a "[MASK]" to get an identifier renaming.
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}
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}
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}
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}""", "0"], ["""import java.net.*;
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import java.io.*;
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public class s {
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if ([MASK] != null) [MASK].close();
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}
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}
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}""", "2"], ["""import java.io.*;
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import java.util.*;
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public class y {
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e.printStackTrace();
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}
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}
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}""", "2"]]
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# We instantiate the Textbox class
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textbox = gr.Textbox(label="Type Java code snippet:", placeholder="replace variable with [MASK]", lines=10)
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textbox1 = gr.Textbox(label="Number of tokens in name:", placeholder="0 for randomly sampled number of tokens",lines=1)
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gr.Interface(title = title, description = description, examples = ex, fn=greet, inputs=[
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textbox,textbox1
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], outputs="text").launch()
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