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meta_creator.py
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meta_creator.py
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# -*- coding: utf-8 -*-
'''
Created on 10-08-2011
@author: Bartek
'''
import csv
import os
from data_wrapper import CsvFile, CsvData, Data
from csv_mapper.mapper import HeaderTransformer
from csv_mapper.mapper import MappingsSet
from decoders import TerytDecoder, JSTDecoder, ParDecoder
class Decoder:
def __init__(self, filename):
self.file = open(filename, 'rb')
self.dzialy = {}
self.rozdzialy = {}
self.paragrafy = {}
self.cyfry = {}
self.state = ''
self.build()
self.undecoded = {}
def __del__(self):
self.file.close()
def starts_with_number(self, line):
first = line.partition(' ')[0]
return first.isdigit()
def is_empty(self, line):
first = line.partition(' ')[0]
return first == ''
def is_separator(self, line):
return line in ['D:', 'R:', 'P:', 'C:']
def to_next_state(self):
if self.state == '':
self.state = 'D'
elif self.state == 'D':
self.state = 'R'
elif self.state == 'R':
self.state = 'C'
elif self.state == 'C':
self.state = 'P'
else:
raise RuntimeError
def try_to_add(self, lines):
if len(lines) == 0:
return
number = lines[0].partition(' ')[0]
code = ' '.join(lines).partition(' ')[2]
self.add(number, code)
def add(self, key, value):
if self.state == 'D':
self.dzialy[key] = value
elif self.state == 'R':
self.rozdzialy[key] = value
elif self.state == 'C':
self.cyfry[key] = value
elif self.state == 'P':
self.paragrafy[key] = value
else:
raise RuntimeError
def build(self):
last_lines = []
for row in self.file:
row = row.rpartition('\r\n')[0]
if self.is_empty(row) and len(last_lines) > 0:
self.try_to_add(last_lines)
last_lines = []
elif self.starts_with_number(row):
self.try_to_add(last_lines)
last_lines = [row]
elif self.is_separator(row):
self.to_next_state()
else:
last_lines.append(row)
# add last line
self.try_to_add(last_lines)
def print_collection(self, coll_dict):
keys = []
for key in coll_dict.iterkeys():
keys.append(key)
keys.sort()
for key in keys:
print key, '->', coll_dict[key]
def show(self):
print 'Dzialy:'
self.print_collection(self.dzialy)
print 'Rozdzialy:'
self.print_collection(self.rozdzialy)
print 'Cyfry:'
self.print_collection(self.cyfry)
print 'Paragrafy:'
self.print_collection(self.paragrafy)
def decode(self, key, coll):
try:
if coll == u'Dział klasyfikacji budżetowej':
return self.dzialy[key]
elif coll == u'Rozdział klasyfikacji budżetowej':
return self.rozdzialy[key]
elif coll == u'Finansowanie paragrafu - 4 cyfra paragrafu':
return self.cyfry[key]
elif coll == u'Paragraf klasyfikacji budżetowej':
return self.paragrafy[key]
else:
return None
except KeyError:
self.undecoded[key + coll] = True
return None
def get_decoded_fields(self):
return [
u'Dział klasyfikacji budżetowej',
u'Rozdział klasyfikacji budżetowej',
u'Finansowanie paragrafu - 4 cyfra paragrafu',
u'Paragraf klasyfikacji budżetowej'
]
def get_undecoded_values(self):
undecoded_list = []
for key in self.undecoded.iterkeys():
undecoded_list.append(key)
return undecoded_list
def clean_undecoded(self):
self.undecoded = {}
class CsvTransformer:
def __init__(self, csvdata, decoder, header_transformer):
self.data = csvdata
self.decoder = decoder
self.htransformer = header_transformer
self.build_trans_list()
def build_trans_list(self):
self.header_list = []
for key in self.data.get_header():
self.header_list.append(key)
def get_transformed_header(self):
transformed_header = []
fname = self.htransformer.get_filename_key(self.data.get_filename())
for key in self.data.get_header():
replaced_key = self.htransformer.replace(key, fname)
transformed_header.append(replaced_key)
return transformed_header
def transform_row(self, row):
for col in self.decoder.get_decoded_fields():
if col in row:
decoded_value = self.decoder.decode(row[col], col)
if decoded_value is not None:
row[col] = decoded_value
return row
def transform_row_to_list(self, row):
list = []
for col in self.header_list:
list.append(row[col])
return list
def transform_file(self, new_filename):
self.data.build()
rows = self.data.get_rows()
new_rows = []
header = self.get_transformed_header()
i = 0
for row in rows:
#print i
i += 1
transformed_row = self.transform_row(row)
new_rows.append(self.transform_row_to_list(transformed_row))
new_file = open(new_filename, 'w')
new_file.write(';'.join(header) + '\n')
i = 0
for new_row in new_rows:
row = [str(field) for field in new_row]
line = ';'.join(row) + '\n'
new_file.write(line)
new_file.close()
def transform_file_lazy(self, new_filename):
new_file = open(new_filename, 'w')
header = self.get_transformed_header()
cp_header = ';'.join(header).decode('cp1250')
new_file.write(cp_header + '\n')
#new_file.write(';'.join(header) + '\n')
row = self.data.get_next_row()
while row is not None:
transformed_row = self.transform_row(row)
new_row = self.transform_row_to_list(transformed_row)
row = [str(field) for field in new_row]
line = ';'.join(row) + '\n'
new_file.write(line)
row = self.data.get_next_row()
new_file.close()
def set_new_data(self, csvdata):
self.data = csvdata
self.build_trans_list()
class OldToNewFormat:
"""Transformes file in the old format to the new one:
- removes IDD, IDSPRAW, UWAGI, STATUS(for Rb27s and Rb28s)
- moves ID_JST after PT, renames to KODMSWIA and changes its value
"""
def __init__(self, filename):
"""Reads data from specified file.
Arguments:
filename -- name of file to change
"""
csv_file = CsvFile(filename, delim=';')
self.data = CsvData(csv_file)
self.name = filename
self.status_exists = 'STATUS' in self.data.get_header()
def change_file(self, fname=None):
"""Transforms file to new format and saves it.
Arguments:
fname -- name of transformed file, if None, then generated from
input file's name
"""
new_header = self.change_header(self.data.get_header())
new_rows = []
row = self.data.get_next_row(row_type='list')
while row:
new_row = self.change_row(row)
new_rows.append(new_row)
row = self.data.get_next_row(row_type='list')
if fname is None:
fname = self.name[:-4] + '_mod.csv'
save_data = Data([new_header] + new_rows, fname)
save_data.save(quoting=csv.QUOTE_NONE)
def change_header(self, header):
"""Returns new header with unnecessary fields removed: IDD, IDSPRAW,
UWAGI[, STATUS]; moves ID_JST after PT and renames it to KODMSWIA.
Arguments:
header -- header that should be changed
"""
new_header = header[:]
if self.status_exists:
to_remove = [15, 12, 2, 1, 0]
else:
to_remove = [12, 2, 1, 0]
for i in to_remove:
del new_header[i]
new_header.insert(6, 'KODMSWIA')
return new_header
def change_row(self, row):
"""Returns changed row.
Removes unnecessary fields(the same as change_header) and
moves value from ID_JST to KODMSWIA and changes it:
if it's związek JST, copies it without the first digit,
otherwise changes it to ''
Arguments:
row -- data row to change
"""
new_row = row[:]
mswia_code = new_row[2]
if self.status_exists:
to_remove = [15, 12, 2, 1, 0]
else:
to_remove = [12, 2, 1, 0]
for i in to_remove:
del new_row[i]
if mswia_code.startswith('4'):
mswia_code = mswia_code[1:]
else:
mswia_code = ''
new_row.insert(6, mswia_code)
return new_row
class TTPDecoder:
"""Decodes teryt, jst name and paragraph 4."""
def __init__(self, teryt_file, jst_file, par_file):
"""Initiates TTPDecoder by creating all single decoders.
Arguments:
teryt_file -- name of file with TERYT codes
jst_file -- name of file with jst codes
par_file -- name of file with paragraphs
"""
self.teryt_decoder = TerytDecoder(teryt_file)
self.jst_decoder = JSTDecoder(jst_file)
self.par_decoder = ParDecoder(par_file)
self.header_transform_dict = {
u'Kod województwa wg GUS': u'Województwo',
u'Kod powiatu wg GUS': u'Powiat',
u'Kod gminy wg GUS': u'Gmina',
u'Typ gminy': u'Typ jednostki',
u'Finansowanie paragrafu - 4 cyfra paragrafu': u'Finansowanie'
}
def decode_file(self, source_filename, result_filename):
"""Decodes given file.
Arguments:
source_filename -- name of file to decode
result_filename -- name of file to save decoded data
"""
csv_file = CsvFile(source_filename, delim=';', quote='"')
csv_data = CsvData(csv_file)
new_header = self.decode_header(csv_data.get_header())
new_rows = []
row = csv_data.get_next_row(row_type='list')
i = 0
while row:
i += 1
changed_row = row[:]
is_jst = row[4] in ['z', 'Z']
changed_row[1] = self.teryt_decoder.get_name(row[1])
if changed_row[1] is None:
print i
if is_jst:
changed_row[2] = self.teryt_decoder.get_name(row[1] + row[2])
if changed_row[2] is None:
print i
changed_row[3] = self.jst_decoder.get_name(row[6][1:]) # decoder has xyz, file has 0xyz
if changed_row[3] is None:
print i
changed_row[4] = u'Związek JST'
else:
type = self.teryt_decoder.get_type(row[1])
if row[2] != '00':
changed_row[2] = self.teryt_decoder.get_name(row[1] + row[2])
if changed_row[2] is None:
print i
type = self.teryt_decoder.get_type(row[1] + row[2])
else:
changed_row[2] = ''
if row[3] != '00':
changed_row[3] = self.teryt_decoder.get_name(row[1] + row[2] + row[3])
if changed_row[3] is None:
print i
type = self.teryt_decoder.get_type(row[1] + row[2] + row[3])
else:
changed_row[3] = ''
changed_row[4] = type
self.clean_row(changed_row)
new_rows.append(changed_row)
row = csv_data.get_next_row(row_type='list')
csv_file.close()
new_data = Data([new_header] + new_rows, result_filename)
new_data.save()
def decode_header(self, header):
"""Decodes fields in header, returns changed header.
Arguments:
header -- header of file
"""
changed_header = []
for field in header:
try:
changed_header.append(self.header_transform_dict[field])
except KeyError:
changed_header.append(field)
self.clean_row(changed_header)
return changed_header
def clean_row(self, row):
"""Removes unnecessary fields from row."""
del row[6]
del row[5]
return row
if __name__ == '__main__':
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rbn_csv.csv', 'Rbn4_csv.csv', 'Rbnpg_csv.csv',
'Rb28s_csv.csv', 'Rb28sd_csv.csv',
'Rbz_csv.csv', 'Rbzkp_csv.csv', 'Rbzpg_csv.csv',
'Rbzzu_csv.csv'
]"""
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rbn_csv.csv', 'Rbn4_csv.csv', 'Rbnpg_csv.csv',
'Rb28s_csv.csv',
'Rbz_csv.csv', 'Rbzkp_csv.csv', 'Rbzpg_csv.csv',
'Rbzzu_csv.csv'
]"""
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rbn_csv.csv',
'Rb28s_csv.csv',
'Rbz_csv.csv', 'Rbzkp_csv.csv',
'Rbzzu_csv.csv'
]"""
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rbn_csv.csv',
'Rb28s_csv.csv',
'Rbz_csv.csv', 'Rbzkp_csv.csv',
'Rbzzu_csv.csv', 'Rbzpw_csv.csv',
'Rbzkz_csv.csv'
]"""
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rbn_csv.csv',
'Rb28s_csv.csv',
'Rbz_csv.csv'
]"""
"""all_files = ['Rb27s_csv.csv',
'Rbnds_csv.csv',
'Rb28s_csv.csv',
'Rbz_csv.csv', 'Rbzkp_csv.csv',
'Rbzpw_csv.csv', 'Rbzzu_csv.csv',
'Rbzkz_csv.csv'
]"""
"""all_files = ['old_Rb27s_csv.csv',
'old_Rbnds_csv.csv',
'old_Rb28s_csv.csv',
'old_Rbz_csv.csv', 'old_Rbzkp_csv.csv',
'old_Rbzpw_csv.csv', 'old_Rbzzu_csv.csv',
'old_Rbzkz_csv.csv'
]"""
all_files = ['old_Rb27s_csv.csv',
'old_Rbnds_csv.csv',
'old_Rb28s_csv.csv',
'old_Rbz_csv.csv'
]
old_format = True
decoder_d = Decoder('klasyfikacja_2004_09_20_mod_d.txt')
decoder_w = Decoder('klasyfikacja_2004_09_20_mod_w.txt')
base_dir = '2004'
jst_dict_name = 'slownik_jst_2011_max_ost.csv'
mapping_set = MappingsSet('mapowanie_stare_csv.txt')
header_transformer = HeaderTransformer(mapping_set)
if old_format:
print 'Step 0'
new_filenames = []
for filename in all_files:
source_path = os.path.join(base_dir, 'source', filename)
format_changer = OldToNewFormat(source_path)
changed_filename = filename.lstrip('old_')
dest_path = os.path.join(base_dir, 'source', changed_filename)
format_changer.change_file(dest_path)
new_filenames.append(changed_filename)
all_files = new_filenames
print 'Step 1'
for filename in all_files:
source_path = os.path.join(base_dir, 'source', filename)
if filename in ['Rb27s_csv.csv', 'Rb28s_csv.csv']:
dest_path = os.path.join(base_dir, 'step1', filename)
else:
dest_path = os.path.join(base_dir, 'step2', filename)
header_transformer.transform_file(source_path, dest_path, debug=True)
print 'Step 2'
for filename in ['Rb27s_csv.csv', 'Rb28s_csv.csv']:
source_path = os.path.join(base_dir, 'step1', filename)
dest_path = os.path.join(base_dir, 'step2', filename)
csvfile = CsvFile(source_path, delim=';')
data = CsvData(csvfile)
if filename == 'Rb27s_csv.csv':
decoder = decoder_d
elif filename == 'Rb28s_csv.csv':
decoder = decoder_w
csv_transformer = CsvTransformer(data, decoder, header_transformer)
csv_transformer.transform_file_lazy(dest_path)
print 'Step 2, undecoded values: ', decoder.get_undecoded_values()
print 'Step 3'
#jst_dict_path = os.path.join(base_dir, 'source', jst_dict_name)
jst_dict_path = jst_dict_name
ttp_decoder = TTPDecoder('TERYT.csv', jst_dict_path, 'par4.csv')
for filename in all_files:
source_path = os.path.join(base_dir, 'step2', filename)
dest_path = os.path.join(base_dir, 'target', filename)
ttp_decoder.decode_file(source_path, dest_path)
print 'Done'