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199fad0
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python-mylib
HashMap.py
Add first version of HashMap lib
Benjamin Renard
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199fad0
at 2015-05-26 15:53:00
HashMap.py
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#!/usr/bin/python # -*- coding: utf-8 -*- # # My hash mapping library # # Mapping configuration # { # '[dst key 1]': { # Key name in the result # # 'order': [int], # Processing order between destinations keys # # # Source values # 'other_key': [key], # Other key of the destination to use as source of values # 'key' : '[src key]', # Key of source hash to get source values # 'keys' : ['[sk1]', '[sk2]', ...], # List of source hash's keys to get source values # # # Clean / convert values # 'cleanRegex': '[regex]', # Regex that be use to remove unwanted characters. Ex : [^0-9+] # 'convert': [function], # Function to use to convert value : Original value will be passed # # as argument and the value retrieve will replace source value in # # the result # # Ex : # # lambda x: x.strip() # # lambda x: "myformat : %s" % x # # Deduplicate / check values # 'deduplicate': [bool], # If True, sources values will be depluplicated # 'check': [function], # Function to use to check source value : Source value will be passed # # as argument and if function return True, the value will be preserved # # Ex : # # lambda x: x in my_global_hash # # Join values # 'join': '[glue]', # If present, sources values will be join using the "glue" # # # Alternative mapping # 'or': { [map configuration] } # If this mapping case does not retreive any value, try to get value(s) # # with this other mapping configuration # }, # '[dst key 2]': { # [...] # } # } # # Return format : # { # '[dst key 1]': ['v1','v2', ...], # '[dst key 2]': [ ... ], # [...] # } import logging, re def clean_value(value): if isinstance(value, int): value=str(value) return value.encode('utf8') def map(map_keys,src,dst={}): def get_values(dst_key,src,m): # Extract sources values values=[] if 'other_key' in m: if m['other_key'] in dst: values=dst[m['other_key']] if 'key' in m: if m['key'] in src and src[m['key']]!='': values.append(clean_value(src[m['key']])) if 'keys' in m: for key in m['keys']: if key in src and src[key]!='': values.append(clean_value(src[key])) # Clean and convert values if 'cleanRegex' in m and len(values)>0: new_values=[] for v in values: nv=re.sub(m['cleanRegex'],'',v) if nv!='': new_values.append(nv) values=new_values if 'convert' in m and len(values)>0: new_values=[] for v in values: nv=m['convert'](v) if nv!='': new_values.append(nv) values=new_values # Deduplicate values if m.get('deduplicate') and len(values)>1: new_values=[] for v in values: if v not in new_values: new_values.append(v) values=new_values # Check values if 'check' in m and len(values)>0: new_values=[] for v in values: if m['check'](v): new_values.append(v) else: logging.debug('Invalid value %s for key %s' % (v,dst_key)) if dst_key not in invalid_values: invalid_values[dst_key]=[] if v not in invalid_values[dst_key]: invalid_values[dst_key].append(v) values=new_values # Join values if 'join' in m and len(values)>1: values=[m['join'].join(values)] # Manage alternative mapping case if len(values)==0 and 'or' in m: values=get_values(dst_key,src,m['or']) return values for dst_key in sorted(map_keys.keys(), key=lambda x: map_keys[x]['order']): values=get_values(dst_key,src,map_keys[dst_key]) if len(values)==0: if 'required' in map_keys[dst_key] and map_keys[dst_key]['required']: logging.debug('Destination key %s could not be filled from source but is required' % dst_key) return False continue dst[dst_key]=values return dst if __name__ == '__main__': logging.basicConfig(level=logging.DEBUG) src={ 'uid': 'hmartin', 'firstname': 'Martin', 'lastname': 'Martin', 'disp_name': 'Henri Martin', 'line_1': '3 rue de Paris', 'line_2': 'Pour Pierre', 'zip_text': '92 120', 'city_text': 'Montrouge', 'line_city': '92120 Montrouge', 'tel1': '01 00 00 00 00', 'tel2': '09 00 00 00 00', 'mobile': '06 00 00 00 00', 'fax': '01 00 00 00 00', 'email': 'H.MARTIN@GMAIL.COM', } map_c={ 'uid': {'order': 0, 'key': 'uid','required': True}, 'givenName': {'order': 1, 'key': 'firstname'}, 'sn': {'order': 2, 'key': 'lastname'}, 'cn': {'order': 3, 'key': 'disp_name','required': True, 'or': {'attrs': ['firstname','lastname'],'join': ' '}}, 'displayName': {'order': 4, 'other_key': 'displayName'}, 'street': {'order': 5, 'join': ' / ', 'keys': ['ligne_1','ligne_2']}, 'postalCode': {'order': 6, 'key': 'zip_text', 'cleanRegex': '[^0-9]'}, 'l': {'order': 7, 'key': 'city_text'}, 'postalAddress': {'order': 8, 'join': '$', 'keys': ['ligne_1','ligne_2','ligne_city']}, 'telephoneNumber': {'order': 9, 'keys': ['tel1','tel2'], 'cleanRegex': '[^0-9+]', 'deduplicate': True}, 'mobile': {'order': 10,'key': 'mobile'}, 'facsimileTelephoneNumber': {'order': 11,'key': 'fax'}, 'mail': {'order': 12,'key': 'email', 'convert': lambda x: x.lower().strip()} } logging.debug('[TEST] Map src=%s / config= %s' % (src,map_c)) logging.debug('[TEST] Result : %s' % map(map_c,src))