Hi, it seems that I ran into some problems when i was using CoderEval. they can be roughly divided into two types:
- Test cases cannot guarantee that the generations are correct
- Some fields in the dataset are incorrect
Maybe the test cases of some instances has to be perfect and some fields need to be corrected
Next, i will provides some examples generated by CodeLlama(using raw input)
Problem about test cases
62e60ed4d76274f8a4026da0
# input:
def keys(self) -> t.List[str]: # type: ignore[override]
""" Return the keys of the record.
:returns: list of key names
"""
# reference:
def keys(self) -> t.List[str]: # type: ignore[override]
""" Return the keys of the record.
:returns: list of key names
"""
return list(self.__keys)
Obviously, the attribute of Record __keys need to be returned. however, some of generations just access the attribute of its base class Mapping keys (even just pass), they still can pass the test cases.
# some of passed generations:
# generation 0:
def keys(self):
"""
Return the keys of the record.
:return: list of key names
"""
return list(self.keys())
# generation 2:
def keys(self):
"""
Return the keys of the record.
:return: list of key names
"""
pass
62e5dc9ed76274f8a4026b5b
# input
def deprecated(message: str) -> t.Callable[[_FuncT], _FuncT]:
""" Decorator for deprecating functions and methods.
::
@deprecated("'foo' has been deprecated in favour of 'bar'")
def foo(x):
pass
"""
# reference
def deprecated(message: str) -> t.Callable[[_FuncT], _FuncT]:
""" Decorator for deprecating functions and methods.
::
@deprecated("'foo' has been deprecated in favour of 'bar'")
def foo(x):
pass
"""
return _make_warning_decorator(message, deprecation_warn)
the test script of this instance confuses me, because isT is True forever.
# test script:
if __name__ == "__main__":
import dill
import os
isT=True
@deprecated("This is a test method")
def deprecated_test():
# print("This is a test method")
pass
import warnings
with warnings.catch_warnings(record=True) as w:
deprecated_test()
if len(w) > 0:
if str(w[0].message)!="This is a test method":
if not isT:
raise Exception("Result not True!!!")
62ece4982e6aefcf4aabbd70
# input
def os_is_mac():
"""
Checks if the os is macOS
:return: True is macOS
:rtype: bool
"""
# reference
def os_is_mac():
"""
Checks if the os is macOS
:return: True is macOS
:rtype: bool
"""
return platform.system() == "Darwin"
However, the generation return False pass the test
# some of passed generations:
# generation 0:
def os_is_mac():
"""
Checks if the os is macOS
:return: True is macOS
:rtype: bool
"""
return False
...
Problem about fields
in order to use the context from the repo better, i need to locate where the code is, but some fields in dataset are wrong, such as lineno, end_lineno and file_path
many instances have lineno problem
some of instances have file_path problem
62e60e49d76274f8a4026d25
{
"_id": "62e60e49d76274f8a4026d25",
"all_context": "{ \"import\" : \"\", \"file\" : \"\", \"class\" : \"\" }",
"code": "omit",
"dependency": "",
"docstring": "omit",
"end_lineno": "79",
"file_content": "omit",
"file_path": "neo4j/work/query.py",
"human_label": "Returns a decorator with metadata and timeout attributes.",
"level": "self_contained",
"lineno": "39",
"name": "unit_of_work",
"oracle_context": "omit",
"package": "query",
"project": "neo4j/neo4j-python-driver",
"test_lineno": "",
"test_name": ""
},
base on the information above, we may find code in the neo4j/work/query.py 39-79
but there is nothing:

maybe we can find it in _work/query.py, but the lineno is still wrong (56-110 is correct)
62e4fb6585ea98643089032b
{
"_id": "62e4fb6585ea98643089032b",
"all_context": "omit",
"code": "omit",
"dependency": "",
"docstring": "poor man's version comparison",
"end_lineno": "262",
"file_content": "omit",
"file_path": "pre_commit/util.py",
"human_label": "Converts a string concatenated by dot to a tuple consisting of integers.",
"level": "plib_runnable",
"lineno": "260",
"name": "parse_version",
"oracle_context": "{ \"apis\" : \"['split', 'int', 'tuple']\", \"classes\" : \"[]\", \"vars\" : \"[]\" }",
"package": "util",
"project": "pre-commit/pre-commit",
"test_lineno": "",
"test_name": ""
},
i cannot find it in pre_commit/util.py
...
Hi, it seems that I ran into some problems when i was using CoderEval. they can be roughly divided into two types:
Maybe the test cases of some instances has to be perfect and some fields need to be corrected
Next, i will provides some examples generated by CodeLlama(using raw input)
Problem about test cases
62e60ed4d76274f8a4026da0
Obviously, the attribute of Record
__keysneed to be returned. however, some of generations just access the attribute of its base class Mappingkeys(even justpass), they still can pass the test cases.62e5dc9ed76274f8a4026b5b
the test script of this instance confuses me, because
isTis True forever.62ece4982e6aefcf4aabbd70
However, the generation
return Falsepass the test...
Problem about fields
in order to use the context from the repo better, i need to locate where the code is, but some fields in dataset are wrong, such as
lineno,end_linenoandfile_pathmany instances have
linenoproblemsome of instances have
file_pathproblem62e60e49d76274f8a4026d25
{ "_id": "62e60e49d76274f8a4026d25", "all_context": "{ \"import\" : \"\", \"file\" : \"\", \"class\" : \"\" }", "code": "omit", "dependency": "", "docstring": "omit", "end_lineno": "79", "file_content": "omit", "file_path": "neo4j/work/query.py", "human_label": "Returns a decorator with metadata and timeout attributes.", "level": "self_contained", "lineno": "39", "name": "unit_of_work", "oracle_context": "omit", "package": "query", "project": "neo4j/neo4j-python-driver", "test_lineno": "", "test_name": "" },base on the information above, we may find
codein theneo4j/work/query.py 39-79but there is nothing:
maybe we can find it in
_work/query.py, but thelinenois still wrong (56-110 is correct)62e4fb6585ea98643089032b
{ "_id": "62e4fb6585ea98643089032b", "all_context": "omit", "code": "omit", "dependency": "", "docstring": "poor man's version comparison", "end_lineno": "262", "file_content": "omit", "file_path": "pre_commit/util.py", "human_label": "Converts a string concatenated by dot to a tuple consisting of integers.", "level": "plib_runnable", "lineno": "260", "name": "parse_version", "oracle_context": "{ \"apis\" : \"['split', 'int', 'tuple']\", \"classes\" : \"[]\", \"vars\" : \"[]\" }", "package": "util", "project": "pre-commit/pre-commit", "test_lineno": "", "test_name": "" },i cannot find it in
pre_commit/util.py...