Mercurial > hg > Lemuriformes
view lemuriformes/cast.py @ 12:82cd4e0b66cf
csv2sql
author | Jeff Hammel <k0scist@gmail.com> |
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date | Sun, 10 Dec 2017 15:18:00 -0800 |
parents | dbbf5344868c |
children |
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""" methods for casting data """ import datetime from collections import OrderedDict try: # python2 string = (str, unicode) except NameError: # python3 string = (str,) def isstring(f): return isinstance(f, string) # types we expect to encounter types = OrderedDict([('int', int), ('float', float), ('str', str)]) def keyvalue(_string, separator='='): """ cast `_string` to [`key`, `value`] split on `separator` """ if separator not in _string: raise AssertionError("Separator '{}' not in '{}'".format(separator, _string)) return _string.split(separator, 1) def string_to_bool(string): """cast a string to a `bool`""" return {'true': True, 'false': False}.get(string.lower()) def unify(item, codec='utf-8'): """cast item to unicode carefully if a string; otherwise, return it""" if not isinstance(item, string): return item return item.encode(codec, 'ignore') def datetime_handler(x): """handler for JSON serialization""" # Ref # https://stackoverflow.com/questions/35869985/datetime-datetime-is-not-json-serializable if isinstance(x, datetime.datetime): return x.isoformat() # go through the normal types for type casting # (and hope nothing "weird" happens") for _type in types.values(): try: return str(_type(x)) except ValueError: continue # worst case scenario raise TypeError("Unknown type: {x}".format(x=x)) def isiterable(obj): """determines if `obj` is iterable""" try: iter(obj) return True except TypeError: return False def iterable(obj): """make an iterable out of `obj`""" return obj if isiterable(obj) else (obj,) def infer(strings, types=types.values()): """ inferrred the type of a bunch of strings """ for _type in types: for s in strings: try: _type(s) except ValueError: break else: return _type def cast(strings, types=types.values()): """ cast `strings` to `types` based on inference """ _type = infer(strings, types=types) return [_type(s) for s in strings]