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# XML "function" nodes that transform their contents
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import datetime
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import re
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import sre_constants
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import warnings
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import angles
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import dates
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import exc
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import format
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import maps
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import sql_io
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import strings
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import term
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import units
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import util
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import xml_dom
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import xpath
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##### Exceptions
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class SyntaxError(exc.ExceptionWithCause):
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def __init__(self, cause):
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exc.ExceptionWithCause.__init__(self, 'Invalid XML function syntax',
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cause)
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class FormatException(exc.ExceptionWithCause):
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def __init__(self, cause):
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exc.ExceptionWithCause.__init__(self, 'Invalid input value', cause)
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##### Helper functions
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def map_items(func, items):
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return [(name, func(value)) for name, value in items]
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def cast(type_, val):
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'''Throws FormatException if can't cast'''
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try: return type_(val)
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except ValueError, e: raise FormatException(e)
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def conv_items(type_, items):
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return map_items(lambda val: cast(type_, val),
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xml_dom.TextEntryOnlyIter(items))
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def pop_value(items, name='value'):
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'''@param name Name of value param, or None to accept any name'''
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try: last = items.pop() # last entry contains value
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except IndexError: return None # input is empty and no actions
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if name != None and last[0] != name: return None # input is empty
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return last[1]
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funcs = {}
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structural_funcs = set()
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##### Public functions
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def is_func_name(name):
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return name.startswith('_') and name != '_' # '_' is default root node name
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def is_func(node): return is_func_name(node.tagName)
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def is_xml_func_name(name): return is_func_name(name) and name in funcs
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def is_xml_func(node): return is_xml_func_name(node.tagName)
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def process(node, on_error=exc.raise_, rel_funcs=None, db=None):
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'''Evaluates the XML functions in an XML tree.
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@param rel_funcs None|set(str...) Relational functions
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* container can be any iterable type
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* If != None: Non-relational functions are removed, or relational
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functions are treated specially, depending on the db param (below).
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@param db
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* If None: Non-relational functions other than structural functions are
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replaced with their last parameter (usually the value), not evaluated.
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This is used in column-based mode to remove XML-only functions.
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* If != None: Relational functions are evaluated directly. This is used
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in row-based mode to combine relational and XML functions.
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'''
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has_rel_funcs = rel_funcs != None
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assert db == None or has_rel_funcs # rel_funcs required if db set
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for child in xml_dom.NodeElemIter(node):
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process(child, on_error, rel_funcs, db)
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name = node.tagName
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if not is_func_name(name): return # not any kind of function
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# Change rel_funcs *after* processing child nodes, which needs orig value
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if not has_rel_funcs: rel_funcs = set()
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rel_funcs = set(rel_funcs)
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row_mode = has_rel_funcs and db != None
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column_mode = has_rel_funcs and db == None
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items = list(xml_dom.NodeTextEntryIter(node))
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# Parse function
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if len(items) == 1 and items[0][0].isdigit(): # has single numeric param
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# pass-through optimization for aggregating functions with one arg
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value = items[0][1] # pass through first arg
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elif row_mode and name in rel_funcs: # row-based mode: evaluate using DB
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value = sql_io.put(db, name, dict(items))
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elif column_mode and not name in structural_funcs: # column-based mode
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if name in rel_funcs: return # preserve relational functions
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# otherwise XML-only, so just replace with last param
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value = pop_value(items, None)
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else: # local XML function
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try: value = funcs[name](items, node)
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except Exception, e: # also catch non-wrapped exceptions (XML func bugs)
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# Save in case another exception raised, overwriting sys.exc_info()
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exc.add_traceback(e)
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str_ = strings.ustr(node)
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exc.add_msg(e, 'function:\n'+str_)
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xml_dom.replace(node, xml_dom.mk_comment(node.ownerDocument,
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'\n'+term.emph_multiline(str_)))
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on_error(e)
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return # in case on_error() returns
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xml_dom.replace_with_text(node, value)
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##### XML functions
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# Function names must start with _ to avoid collisions with real tags
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# Functions take arguments (items)
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#### Structural
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def _ignore(items, node):
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'''Used to "comment out" an XML subtree'''
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return None
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funcs['_ignore'] = _ignore
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structural_funcs.add('_ignore')
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def _ref(items, node):
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'''Used to retrieve a value from another XML node
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@param items
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addr=<path> XPath to value, relative to the XML func's parent node
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'''
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items = dict(items)
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try: addr = items['addr']
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except KeyError, e: raise SyntaxError(e)
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value = xpath.get_value(node.parentNode, addr)
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if value == None:
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warnings.warn(UserWarning('_ref: XPath reference target missing: '
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+str(addr)))
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return value
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funcs['_ref'] = _ref
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structural_funcs.add('_ref')
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#### Conditionals
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def _eq(items, node):
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items = dict(items)
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try:
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left = items['left']
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right = items['right']
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except KeyError: return '' # a value was None
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return util.bool2str(left == right)
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funcs['_eq'] = _eq
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def _if(items, node):
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items = dict(items)
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try:
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cond = items['cond']
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then = items['then']
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except KeyError, e: raise SyntaxError(e)
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else_ = items.get('else', None)
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cond = bool(cast(strings.ustr, cond))
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if cond: return then
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else: return else_
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funcs['_if'] = _if
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#### Combining values
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def _alt(items, node):
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items = list(items)
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items.sort()
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try: return items[0][1] # value of lowest-numbered item
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except IndexError: return None # input got removed by e.g. FormatException
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funcs['_alt'] = _alt
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def _merge(items, node):
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items = list(conv_items(strings.ustr, items))
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# get *once* from iter, check types
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items.sort()
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return maps.merge_values(*[v for k, v in items])
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funcs['_merge'] = _merge
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def _label(items, node):
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items = dict(conv_items(strings.ustr, items))
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# get *once* from iter, check types
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value = items.get('value', None)
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if value == None: return None # input is empty
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try: label = items['label']
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except KeyError, e: raise SyntaxError(e)
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return label+': '+value
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funcs['_label'] = _label
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#### Transforming values
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def _collapse(items, node):
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'''Collapses a subtree if the "value" element in it is NULL'''
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items = dict(items)
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try: require = cast(strings.ustr, items['require'])
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except KeyError, e: raise SyntaxError(e)
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value = items.get('value', None)
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if xpath.get_value(value, require, allow_rooted=False) == None: return None
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else: return value
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funcs['_collapse'] = _collapse
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types_by_name = {None: strings.ustr, 'str': strings.ustr, 'float': float}
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def _nullIf(items, node):
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items = dict(conv_items(strings.ustr, items))
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try: null = items['null']
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except KeyError, e: raise SyntaxError(e)
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value = items.get('value', None)
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type_str = items.get('type', None)
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try: type_ = types_by_name[type_str]
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except KeyError, e: raise SyntaxError(e)
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null = type_(null)
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try: return util.none_if(value, null)
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except ValueError: return value # value not convertible, so can't equal null
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funcs['_nullIf'] = _nullIf
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def repl(repls, value):
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'''Raises error if value not in map and no special '*' entry
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@param repls dict repl:with
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repl "*" means all other input values
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with "*" means keep input value the same
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with "" means ignore input value
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'''
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try: new_value = repls[value]
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except KeyError, e:
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# Save traceback right away in case another exception raised
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fe = FormatException(e)
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try: new_value = repls['*']
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except KeyError: raise fe
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if new_value == '*': new_value = value # '*' means keep input value the same
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return new_value
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def _map(items, node):
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'''See repl()
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@param items
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<last_entry> Value
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<other_entries> name=value Mappings. Special values: See repl() repls.
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'''
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items = conv_items(strings.ustr, items) # get *once* from iter, check types
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value = pop_value(items)
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if value == None: return None # input is empty
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return util.none_if(repl(dict(items), value), u'') # empty value means None
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funcs['_map'] = _map
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def _replace(items, node):
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items = conv_items(strings.ustr, items) # get *once* from iter, check types
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value = pop_value(items)
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if value == None: return None # input is empty
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try:
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for repl, with_ in items:
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if re.match(r'^\w+$', repl):
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repl = r'(?<![^\W_])'+repl+r'(?![^\W_])' # match whole word
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value = re.sub(repl, with_, value)
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except sre_constants.error, e: raise SyntaxError(e)
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return util.none_if(value.strip(), u'') # empty strings always mean None
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funcs['_replace'] = _replace
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#### Quantities
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def _units(items, node):
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items = conv_items(strings.ustr, items) # get *once* from iter, check types
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value = pop_value(items)
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if value == None: return None # input is empty
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quantity = units.str2quantity(value)
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try:
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for action, units_ in items:
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units_ = util.none_if(units_, u'')
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if action == 'default': units.set_default_units(quantity, units_)
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elif action == 'to':
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try: quantity = units.convert(quantity, units_)
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except ValueError, e: raise FormatException(e)
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else: raise SyntaxError(ValueError('Invalid action: '+action))
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except units.MissingUnitsException, e: raise FormatException(e)
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return units.quantity2str(quantity)
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funcs['_units'] = _units
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def parse_range(str_, range_sep='-'):
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default = (str_, None)
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start, sep, end = str_.partition(range_sep)
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if sep == '': return default # not a range
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if start == '' and range_sep == '-': return default # negative number
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return tuple(d.strip() for d in (start, end))
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def _rangeStart(items, node):
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items = dict(conv_items(strings.ustr, items))
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try: value = items['value']
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except KeyError: return None # input is empty
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return parse_range(value)[0]
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funcs['_rangeStart'] = _rangeStart
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def _rangeEnd(items, node):
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items = dict(conv_items(strings.ustr, items))
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try: value = items['value']
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except KeyError: return None # input is empty
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return parse_range(value)[1]
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funcs['_rangeEnd'] = _rangeEnd
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def _range(items, node):
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items = dict(conv_items(float, items))
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from_ = items.get('from', None)
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to = items.get('to', None)
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if from_ == None or to == None: return None
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return str(to - from_)
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funcs['_range'] = _range
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def _avg(items, node):
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count = 0
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sum_ = 0.
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for name, value in conv_items(float, items):
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count += 1
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sum_ += value
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if count == 0: return None # input is empty
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else: return str(sum_/count)
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funcs['_avg'] = _avg
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class CvException(Exception):
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def __init__(self):
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Exception.__init__(self, 'CV (coefficient of variation) values are only'
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' allowed for ratio scale data '
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'(see <http://en.wikipedia.org/wiki/Coefficient_of_variation>)')
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def _noCV(items, node):
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try: name, value = items.pop() # last entry contains value
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except IndexError: return None # input is empty
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if re.match('^(?i)CV *\d+$', value): raise FormatException(CvException())
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return value
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funcs['_noCV'] = _noCV
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#### Dates
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def _date(items, node):
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items = dict(conv_items(strings.ustr, items))
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# get *once* from iter, check types
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try: str_ = items['date']
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except KeyError:
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# Year is required
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try: items['year']
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except KeyError, e:
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if items == {}: return None # entire date is empty
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else: raise FormatException(e)
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# Convert month name to number
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try: month = items['month']
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except KeyError: pass
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else:
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if not month.isdigit(): # month is name
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try: items['month'] = str(dates.strtotime(month).month)
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except ValueError, e: raise FormatException(e)
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365
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items = dict(conv_items(format.str2int, items.iteritems()))
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items.setdefault('month', 1)
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items.setdefault('day', 1)
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for try_num in xrange(2):
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try:
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date = datetime.date(**items)
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break
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except ValueError, e:
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if try_num > 0: raise FormatException(e)
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# exception still raised after retry
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msg = strings.ustr(e)
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if msg == 'month must be in 1..12': # try swapping month and day
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items['month'], items['day'] = items['day'], items['month']
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else: raise FormatException(e)
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else:
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try: year = float(str_)
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except ValueError:
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try: date = dates.strtotime(str_)
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384
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except ImportError: return str_
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385
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except ValueError, e: raise FormatException(e)
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386
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else: date = (datetime.date(int(year), 1, 1) +
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datetime.timedelta(round((year % 1.)*365)))
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try: return dates.strftime('%Y-%m-%d', date)
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except ValueError, e: raise FormatException(e)
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funcs['_date'] = _date
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391
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|
392
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def _dateRangeStart(items, node):
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393
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items = dict(conv_items(strings.ustr, items))
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394
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try: value = items['value']
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395
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except KeyError: return None # input is empty
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396
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return dates.parse_date_range(value)[0]
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funcs['_dateRangeStart'] = _dateRangeStart
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398
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|
399
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def _dateRangeEnd(items, node):
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400
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items = dict(conv_items(strings.ustr, items))
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401
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try: value = items['value']
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402
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except KeyError: return None # input is empty
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403
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return dates.parse_date_range(value)[1]
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404
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funcs['_dateRangeEnd'] = _dateRangeEnd
|
405
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|
406
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#### Names
|
407
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|
408
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_name_parts_slices_items = [
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409
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('first', slice(None, 1)),
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410
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('middle', slice(1, -1)),
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411
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('last', slice(-1, None)),
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]
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413
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name_parts_slices = dict(_name_parts_slices_items)
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414
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name_parts = [name for name, slice_ in _name_parts_slices_items]
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415
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416
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def _name(items, node):
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417
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items = dict(items)
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418
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parts = []
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419
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for part in name_parts:
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420
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if part in items: parts.append(items[part])
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421
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return ' '.join(parts)
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422
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funcs['_name'] = _name
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423
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|
424
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def _namePart(items, node):
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425
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out_items = []
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426
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for part, value in items:
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427
|
try: slice_ = name_parts_slices[part]
|
428
|
except KeyError, e: raise SyntaxError(e)
|
429
|
out_items.append((part, ' '.join(value.split(' ')[slice_])))
|
430
|
return _name(out_items, node)
|
431
|
funcs['_namePart'] = _namePart
|
432
|
|
433
|
#### Angles
|
434
|
|
435
|
def _compass(items, node):
|
436
|
'''Converts a compass direction (N, NE, NNE, etc.) into a degree heading'''
|
437
|
items = dict(conv_items(strings.ustr, items))
|
438
|
try: value = items['value']
|
439
|
except KeyError: return None # input is empty
|
440
|
|
441
|
if not value.isupper(): return value # pass through other coordinate formats
|
442
|
try: return util.cast(str, angles.compass2heading(value)) # ignore None
|
443
|
except KeyError, e: raise FormatException(e)
|
444
|
funcs['_compass'] = _compass
|
445
|
|
446
|
#### Paths
|
447
|
|
448
|
def _simplifyPath(items, node):
|
449
|
items = dict(items)
|
450
|
try:
|
451
|
next = cast(strings.ustr, items['next'])
|
452
|
require = cast(strings.ustr, items['require'])
|
453
|
root = items['path']
|
454
|
except KeyError, e: raise SyntaxError(e)
|
455
|
|
456
|
node = root
|
457
|
while node != None:
|
458
|
new_node = xpath.get_1(node, next, allow_rooted=False)
|
459
|
if xpath.get_value(node, require, allow_rooted=False) == None: # empty
|
460
|
xml_dom.replace(node, new_node) # remove current elem
|
461
|
if node is root: root = new_node # also update root
|
462
|
node = new_node
|
463
|
return root
|
464
|
funcs['_simplifyPath'] = _simplifyPath
|