def convert(
self,
input_file,
output_dir=None,
output_format='json',
export_with_errors=False,
errors_file='./files/output/errors.json'
):
# Register custom importers
c_importers = {
'json': json_importer
}
# Register custom exporters
c_exporters = {
'csv': csv_exporter
}
importer = Importer(custom_importers=c_importers)
validator = HotelValidator()
exporter = Exporter(custom_exporters=c_exporters)
try:
data = importer.load(input_file)
data, data_backup = tee(data)
# Validate data
for row in data:
validator.validate(row)
error_count = len(validator.errors)
LOG.warning(f'Validated {validator.count} records. Found {error_count} errors.')
if error_count:
with open(errors_file, 'w') as error_file:
error_file.write(json.dumps(validator.errors))
if export_with_errors:
LOG.debug(f'Export to {output_format} started.')
output = exporter.write(data_backup, output_dir, output_format)
LOG.warning(f'Exported successfully. View file: {os.path.abspath(output)}')
else:
LOG.error(f'Errors identified. Export process stopped. You can view the error logs at {os.path.abspath(errors_file)}')
except Exception as e:
LOG.error(str(e))
o2 = str(o2[0])
if bp != 'NA': bpcount += 1
if ge != 'NA': gecount += 1
if ag != 'NA': agcount += 1
if tp != 'NA': tpcount += 1
if pu != 'NA': pucount += 1
if br != 'NA': brcount += 1
if we != 'NA': wecount += 1
if he != 'NA': hecount += 1
if bm != 'NA': bmcount += 1
if o2 != 'NA': o2count += 1
exp.addToTable(numb=str(i), gender=ge, age=ag, bodyTemp=tp, pulse=pu, breath=br, weight=we, height=he, bmi=bm,
bloodP=bp, o2sat=o2, o2cond=o2_cond)
i += 1
exp.write()
print('=======================================================================================================================')
print('Hits : (percentage of transcripts where the information has been found)')
print('gender\t\t\t:', round(gecount/i, 2)*100, '%')
print('age\t\t\t:', round(agcount/i, 2)*100, '%')
print('weight\t\t\t:', round(wecount/i, 2)*100, '%')
print('height\t\t\t:', round(hecount/i, 2)*100, '%')
print('bmi\t\t\t:', round(bmcount/i, 2)*100, '%')
print('body temperature\t:', round(tpcount/i, 2)*100, '%')
print('pulse\t\t\t:', round(pucount/i, 2)*100, '%')
print('breathing frequency\t:', round(brcount/i, 2)*100, '%')
print('blood pressure\t\t:', round(bpcount/i, 2)*100, '%')
print('oxygen saturation\t\t:', round(o2count/i, 2)*100, '%')
print('=======================================================================================================================')
