Edward J. Schwartz
commited on
Commit
•
c164530
1
Parent(s):
df293aa
Add bylibrarydedupall
Browse files- oo-method-test-split.py +16 -3
oo-method-test-split.py
CHANGED
@@ -41,9 +41,15 @@ class OOMethodTestDataset(datasets.ArrowBasedBuilder):
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datasets.BuilderConfig(
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name="bylibrarydedup",
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version=datasets.Version("1.0.0"),
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description="Split so that library functions (those appearing in >1 exe) are used for training, and non-library functions are used for testing. Only one example per function name is retained.",
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)
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]
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def __init__(self, *args, **kwargs):
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@@ -123,11 +129,11 @@ class OOMethodTestDataset(datasets.ArrowBasedBuilder):
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]
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-
elif self.config.name in ["bylibrary", "bylibrarydedup"]:
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# A function (name) is a library function if it appears in more than one Exename
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# this is (('func', 'oo.exe'): 123)
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-
testcount = set(zip(ds['Name'], ds['Exename']))
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# sorted pairs by function name
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testcount = sorted(testcount, key=lambda x: x[0])
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@@ -138,7 +144,12 @@ class OOMethodTestDataset(datasets.ArrowBasedBuilder):
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grouped = {k: [b for _,b in g] for k, g in grouped}
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library_func_names = {f for f, exes in grouped.items() if len(exes) > 1}
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-
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nonlibrary_func_names = {f for f, exes in grouped.items() if len(exes) == 1}
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train_filter_fun = None
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@@ -146,6 +157,8 @@ class OOMethodTestDataset(datasets.ArrowBasedBuilder):
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train_filter_fun = lambda r: r['Name'] in library_func_names
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elif self.config.name == "bylibrarydedup":
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train_filter_fun = lambda r: (r['Name'], r['Exename']) in library_func_names_dedup
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else:
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assert False, "Invalid configuration"
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datasets.BuilderConfig(
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name="bylibrarydedup",
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version=datasets.Version("1.0.0"),
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+
description="Split so that library functions (those appearing in >1 exe) are used for training, and non-library functions are used for testing. Only one example per function name is retained per program.",
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),
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+
datasets.BuilderConfig(
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name="bylibrarydedupall",
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+
version=datasets.Version("1.0.0"),
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description="Split so that library functions (those appearing in >1 exe) are used for training, and non-library functions are used for testing. Only one example per function name is retained.",
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)
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+
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]
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def __init__(self, *args, **kwargs):
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]
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+
elif self.config.name in ["bylibrary", "bylibrarydedup", "bylibrarydedupall"]:
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# A function (name) is a library function if it appears in more than one Exename
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# this is (('func', 'oo.exe'): 123)
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+
testcount = set(zip(ds['Name'], zip(ds['Binary'], ds['Exename'])))
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# sorted pairs by function name
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testcount = sorted(testcount, key=lambda x: x[0])
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grouped = {k: [b for _,b in g] for k, g in grouped}
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library_func_names = {f for f, exes in grouped.items() if len(exes) > 1}
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# Exename
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# v
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library_func_names_dedup = {(f, exes[0][1]) for f, exes in grouped.items() if len(exes) > 1}
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# Binary
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# v
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library_func_names_dedup_all = {(f, exes[0][0]) for f, exes in grouped.items() if len(exes) > 1}
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nonlibrary_func_names = {f for f, exes in grouped.items() if len(exes) == 1}
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train_filter_fun = None
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train_filter_fun = lambda r: r['Name'] in library_func_names
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elif self.config.name == "bylibrarydedup":
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train_filter_fun = lambda r: (r['Name'], r['Exename']) in library_func_names_dedup
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+
elif self.config.name == "bylibrarydedupall":
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train_filter_fun = lambda r: (r['Name'], r['Binary']) in library_func_names_dedup_all
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else:
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assert False, "Invalid configuration"
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