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school_scores.py
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'''
Hello! Thank you for downloading a CORGIS library. However, you do not
need to open this file. Instead you should make your own Python file and
add the following line:
import school_scores
Then just place the files you downloaded alongside it.
'''
import os as _os
import pickle as _pickle
__all__ = ['get_record']
def _tifa_definitions():
return {"type": "ModuleType",
"fields": {
'get': {
"type": "FunctionType",
"name": 'get',
"returns": {
"type": "ListType",
"empty": False,
"subtype": {"type": "NumType"}
}
},
'get_record': {
"type": "FunctionType",
"name": 'get_record',
"returns":
{"type": "ListType", "subtype":
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Year'}, {"type": "LiteralStr", "value": 'State'}, {"type": "LiteralStr", "value": 'Total'}, {"type": "LiteralStr", "value": 'Academic Subjects'}, {"type": "LiteralStr", "value": 'Family Income'}, {"type": "LiteralStr", "value": 'GPA'}, {"type": "LiteralStr", "value": 'Gender'}, {"type": "LiteralStr", "value": 'Score Ranges'}], "values": [
{"type": "NumType"},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Code'}, {"type": "LiteralStr", "value": 'Name'}], "values": [
{"type": "StrType"},
{"type": "StrType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Arts/Music'}, {"type": "LiteralStr", "value": 'English'}, {"type": "LiteralStr", "value": 'Foreign Languages'}, {"type": "LiteralStr", "value": 'Mathematics'}, {"type": "LiteralStr", "value": 'Natural Sciences'}, {"type": "LiteralStr", "value": 'Social Sciences/History'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Average GPA'}, {"type": "LiteralStr", "value": 'Average Years'}], "values": [
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Between 20-40k'}, {"type": "LiteralStr", "value": 'Between 40-60k'}, {"type": "LiteralStr", "value": 'Between 60-80k'}, {"type": "LiteralStr", "value": 'Between 80-100k'}, {"type": "LiteralStr", "value": 'Less than 20k'}, {"type": "LiteralStr", "value": 'More than 100k'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'A minus'}, {"type": "LiteralStr", "value": 'A plus'}, {"type": "LiteralStr", "value": 'A'}, {"type": "LiteralStr", "value": 'B'}, {"type": "LiteralStr", "value": 'C'}, {"type": "LiteralStr", "value": 'D or lower'}, {"type": "LiteralStr", "value": 'No response'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Female'}, {"type": "LiteralStr", "value": 'Male'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Test-takers'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Between 200 to 300'}, {"type": "LiteralStr", "value": 'Between 300 to 400'}, {"type": "LiteralStr", "value": 'Between 400 to 500'}, {"type": "LiteralStr", "value": 'Between 500 to 600'}, {"type": "LiteralStr", "value": 'Between 600 to 700'}, {"type": "LiteralStr", "value": 'Between 700 to 800'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Math'}, {"type": "LiteralStr", "value": 'Verbal'}], "values": [
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]},
{"type": "DictType", "literals": [{"type": "LiteralStr", "value": 'Females'}, {"type": "LiteralStr", "value": 'Males'}, {"type": "LiteralStr", "value": 'Total'}], "values": [
{"type": "NumType"},
{"type": "NumType"},
{"type": "NumType"}]}]}]}]}}
},
}
}
class _Constants(object):
'''
Global singleton object to hide some of the constants; some IDEs reveal
internal module details very aggressively, and there's no other way
to hide stuff.
'''
class DatasetException(Exception):
''' Thrown when there is an error loading the dataset for some reason.'''
_Constants._DATABASE_NAME = _os.path.join(_os.path.dirname(__file__),
"school_scores.data")
if not _os.access(_Constants._DATABASE_NAME, _os.F_OK):
raise DatasetException(("Error! Could not find a \"{0}\" file. "
"Make sure that there is a \"{0}\" in the "
"same directory as \"{1}.py\"! Spelling is "
"very important here."
).format(_Constants._DATABASE_NAME, __name__))
elif not _os.access(_Constants._DATABASE_NAME, _os.R_OK):
raise DatasetException(("Error! Could not read the \"{0}\" file. "
"Make sure that it readable by changing its "
"permissions. You may need to get help from "
"your instructor."
).format(_Constants._DATABASE_NAME, __name__))
_Constants._DATASET = None
def get_record():
"""
Retrieves all of the record.
"""
if _Constants._DATASET is None:
with open(_Constants._DATABASE_NAME, 'rb') as _:
_Constants._DATASET = _pickle.load(_)
return _Constants._DATASET
if __name__ == '__main__':
from pprint import pprint as _pprint
from timeit import default_timer as _default_timer
print(">>> get_record()")
start_time = _default_timer()
result = get_record()
print("Time taken: {}".format(_default_timer() - start_time))
_pprint(result[0])