Created
March 20, 2014 09:33
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Dynamic datatype generation
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# A few notes: | |
# data.structure.STRUCT contains the definitions as described in the blog post | |
# data.structure.SQL_TO_PY_TYPE contains a dictionary mapping SQL to python data types | |
# data.structure.CamelCase() is a function converting strings_with_underscore to stringsInCamelcase | |
# The checkRep-Function is later used to verify that the data type is sane | |
from data import structure | |
cd = "from copy import deepcopy\n\n" | |
for tbl in structure.STRUCT: | |
# Class header | |
S2P = structure.SQL_TO_PY_TYPE | |
camelTbl = structure.CamelCase(tbl) | |
cd += "class %s():\n" % camelTbl | |
cd += " "*4 + "def __init__(self,dat):\n" | |
# Add data type checks | |
for field in structure.STRUCT[tbl]: | |
fd = structure.STRUCT[tbl][field] | |
if fd["notNull"]: | |
cd += " "*8 +"assert type(dat['{0}']) == {1}, '{0} is no {1}'\n" \ | |
.format(field, str(S2P[fd["type"].upper()])) | |
else: | |
cd += " "*8 +"assert type(dat['{0}']) in ".format(field) + \ | |
"[{1}, type(None)], '{0} is neither {1} nor None'\n" \ | |
.format(field, str(S2P[fd["type"].upper()])) | |
# Copy data | |
cd += " "*8 + "for key in dat:\n" | |
cd += " "*12 + "setattr(self, '_' + key, deepcopy(dat[key]))\n\n" | |
# Create equality defitions | |
cd += " "*4 + "def __eq__(self, other):\n" | |
cd += " "*8 + "return (isinstance(other, self.__class__) and \\\n" | |
cd += " "*12 + "self.__dict__ == other.__dict__)\n\n" | |
cd += " "*4 + "def __neq__(self, other):\n" | |
cd += " "*8 + "return not self.__eq__(other)\n\n" | |
# Create checkRep function | |
cd += " "*4 + "def checkRep(self):\n" | |
for field in structure.STRUCT[tbl]: | |
fd = structure.STRUCT[tbl][field] | |
if fd["notNull"]: | |
cd += " "*8 +"assert type(self._{0}) == {1}, '{0} is no {1}'\n" \ | |
.format(field, str(S2P[fd["type"].upper()])) | |
else: | |
cd += " "*8 +"assert type(self._{0}) in ".format(field) + \ | |
"[{1}, type(None)], '{0} is neither {1} nor None'\n" \ | |
.format(field, str(S2P[fd["type"].upper()])) | |
# Create getters | |
for field in structure.STRUCT[tbl]: | |
camelField = structure.CamelCase(field) | |
cd += " "*4 + "def get{0}(self):\n".format(camelField) | |
cd += " "*8 + "return self._{0}\n\n".format(field) | |
cd += "\n" | |
# Evaluate String to generate actual datatypes | |
exec cd |
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