def main():
"""
The main execution section that will accept user parameters and either query for data and put it into a file,
or query for data row count, or write a file into the DB. The writing can accept a directory instead, but all
files must be of the same claim type.
"""
# Obtain parameters
import argparse
parser = argparse.ArgumentParser(description='Healthcare Fraud Prevention')
parser.add_argument("-o", dest="operation", help="operation type")
parser.add_argument("-t", dest="claimType", help="claim type")
parser.add_argument("-f", dest="filename", help="file name")
parser.add_argument("-q", dest="query", help="query string")
parser.add_argument("-n", dest="pageNumber", help="page number")
parser.add_argument("-s", dest="pageSize", help="page size")
args = parser.parse_args()
# Instantiate relevant classes
if config.dbconfig["type"] == "redis":
claimPersistence = RedisClaimPersistence()
elif config.dbconfig["type"] == "mysql":
claimPersistence = MySQLClaimPersistence()
else:
raise ValueError("Invalid db type: " + config.dbconfig["type"])
claimPersistence.connectionConfig = config.dbconfig
claimFile = CSVClaimFile()
processor = ClaimFileProcessor()
processor.claimPersistence = claimPersistence
processor.claimFile = claimFile
if not args.operation:
raise ValueError("Operation type is required")
elif args.operation == "write":
processor.writeFile(args.claimType, args.filename)
elif args.operation == "query":
processor.queryData(args.claimType, args.query, args.pageNumber,
args.pageSize, args.filename)
elif args.operation == "querySize":
rowCount = processor.queryDataSize(args.claimType, args.query)
print(rowCount)
else:
raise IllegalArgumentException("Unsupported operation %s" %
args.operation)
def main():
"""
The main execution section that will accept user parameters and either query for data and put it into a file,
or query for data row count, or write a file into the DB. The writing can accept a directory instead, but all
files must be of the same claim type.
"""
# Obtain parameters
import argparse
parser = argparse.ArgumentParser(description='Healthcare Fraud Prevention')
parser.add_argument("-o", dest="operation", help="operation type")
parser.add_argument("-t", dest="claimType", help="claim type")
parser.add_argument("-f", dest="filename", help="file name")
parser.add_argument("-q", dest="query", help="query string")
parser.add_argument("-n", dest="pageNumber", help="page number")
parser.add_argument("-s", dest="pageSize", help="page size")
args = parser.parse_args()
# Instantiate relevant classes
if config.dbconfig["type"] == "redis":
claimPersistence = RedisClaimPersistence()
elif config.dbconfig["type"] == "mysql":
claimPersistence = MySQLClaimPersistence()
else:
raise ValueError("Invalid db type: " + config.dbconfig["type"])
claimPersistence.connectionConfig = config.dbconfig
claimFile = CSVClaimFile()
processor = ClaimFileProcessor()
processor.claimPersistence = claimPersistence
processor.claimFile = claimFile
if not args.operation:
raise ValueError("Operation type is required")
elif args.operation == "write":
processor.writeFile(args.claimType, args.filename)
elif args.operation == "query":
processor.queryData(args.claimType, args.query, args.pageNumber, args.pageSize, args.filename)
elif args.operation == "querySize":
rowCount = processor.queryDataSize(args.claimType, args.query)
print(rowCount)
else:
raise IllegalArgumentException("Unsupported operation %s" % args.operation)
def query_data(file_types,
query_logical_expressions,
output_file_names,
cache_timestamp=None):
"""
This function is used to query data.
@param file_types the file types,it is supposed to be a str array,
each item in the array should be a non-None/empty str. Required.
@param query_logical_expressions the query logical expressions,
it is supposed to be a str array,each item in the array should be
a non-None/empty str. Required.
@param output_file_names the output file names (including full paths),
this function will assume the files exist,
it is supposed to be a non-None/empty dictionary,
key is file type(non-None/empty str,must be one of
the strings in file_types),value is the output file
names (non-None/empty str, including full path). Required.
@param cache_timestamp the cache timestamp,
it is supposed to be None or a non-None datetime. Optional, default to None.
@return True if use cache, False otherwise
@throws TypeError throws if any argument isn't of right type
@throws ValueError throws if any argument isn't valid (refer to the argument documentation)
@throws DataQueryError: if any other error occurred during the operation
"""
signature = 'hfppnetwork.partner.httpservices.dataappliance.query_data'
method_enter(
signature, {
"file_types": file_types,
"query_logical_expressions": query_logical_expressions,
"output_file_names": output_file_names,
"cache_timestamp": cache_timestamp
})
# Parameters checking
acceptableTypes = [
'beneficiary', 'carrier', 'inpatient', 'outpatient', 'prescription'
]
check_str_list('file_types', file_types)
for one_type in file_types:
if not one_type in acceptableTypes:
raise ValueError('File type ' + one_type + ' not acceptable.')
check_str_list('query_logical_expressions', query_logical_expressions)
if not len(query_logical_expressions) == len(file_types):
raise ValueError(
'query_logical_expressions and file_types length not match.')
check_dict('output_file_names', output_file_names)
if not len(output_file_names) == len(file_types):
raise ValueError('output_file_names and file_types length not match.')
if cache_timestamp is not None:
check_datetime('cache_timestamp', cache_timestamp)
# Check if cache needs to be updated
try:
use_cache = check_use_cache(file_types, cache_timestamp)
except:
raise DataQueryError('Error occurs during checking cache data.')
# Loading data from database if not use cache
if not use_cache:
try:
type_index = 0
for one_type in file_types:
# Parse and generate query string
parser = Parser()
generator = SQLGenerator()
parse_tree = parser.parse(
query_logical_expressions[type_index].strip())
sql = generator.visit(parse_tree)
logging.debug("sql %s ", sql)
# Query data
# Instantiate relevant classes
if config.dbconfig["type"] == 'redis':
claimPersistence = RedisClaimPersistence()
elif config.dbconfig["type"] == "mysql":
claimPersistence = MySQLClaimPersistence()
else:
raise ValueError("Invalid db type: " +
config.dbconfig["type"])
claimPersistence.connectionConfig = config.dbconfig
claimFile = CSVClaimFile()
processor = ClaimFileProcessor()
processor.claimPersistence = claimPersistence
processor.claimFile = claimFile
processor.queryData(one_type, sql if
(sql and len(sql) > 0) else '1=1', 0, 0,
output_file_names[one_type])
# Update loop index
type_index = type_index + 1
except ParserError:
raise DataQueryError('Error occurs during parsing query string.')
except:
raise DataQueryError('Error occurs during querying data.')
method_exit(signature, use_cache)
return use_cache
def query_data(file_types,query_logical_expressions,
output_file_names, cache_timestamp=None):
"""
This function is used to query data.
@param file_types the file types,it is supposed to be a str array,
each item in the array should be a non-None/empty str. Required.
@param query_logical_expressions the query logical expressions,
it is supposed to be a str array,each item in the array should be
a non-None/empty str. Required.
@param output_file_names the output file names (including full paths),
this function will assume the files exist,
it is supposed to be a non-None/empty dictionary,
key is file type(non-None/empty str,must be one of
the strings in file_types),value is the output file
names (non-None/empty str, including full path). Required.
@param cache_timestamp the cache timestamp,
it is supposed to be None or a non-None datetime. Optional, default to None.
@return True if use cache, False otherwise
@throws TypeError throws if any argument isn't of right type
@throws ValueError throws if any argument isn't valid (refer to the argument documentation)
@throws DataQueryError: if any other error occurred during the operation
"""
signature = 'hfppnetwork.partner.httpservices.dataappliance.query_data'
method_enter(signature,{
"file_types":file_types,
"query_logical_expressions":query_logical_expressions,
"output_file_names":output_file_names,
"cache_timestamp":cache_timestamp
})
# Parameters checking
acceptableTypes = ['beneficiary', 'carrier', 'inpatient', 'outpatient', 'prescription']
check_str_list('file_types', file_types)
for one_type in file_types:
if not one_type in acceptableTypes:
raise ValueError('File type ' + one_type + ' not acceptable.')
check_str_list('query_logical_expressions', query_logical_expressions)
if not len(query_logical_expressions) == len(file_types):
raise ValueError('query_logical_expressions and file_types length not match.')
check_dict('output_file_names', output_file_names)
if not len(output_file_names) == len(file_types):
raise ValueError('output_file_names and file_types length not match.')
if cache_timestamp is not None:
check_datetime('cache_timestamp', cache_timestamp)
# Check if cache needs to be updated
try:
use_cache = check_use_cache(file_types, cache_timestamp)
except:
raise DataQueryError('Error occurs during checking cache data.')
# Loading data from database if not use cache
if not use_cache:
try:
type_index = 0
for one_type in file_types:
# Parse and generate query string
parser = Parser()
generator = SQLGenerator()
parse_tree = parser.parse(query_logical_expressions[type_index].strip())
sql = generator.visit(parse_tree)
logging.debug("sql %s ",sql)
# Query data
# Instantiate relevant classes
if config.dbconfig["type"]=='redis':
claimPersistence = RedisClaimPersistence()
elif config.dbconfig["type"] == "mysql":
claimPersistence = MySQLClaimPersistence()
else:
raise ValueError("Invalid db type: " + config.dbconfig["type"])
claimPersistence.connectionConfig = config.dbconfig
claimFile = CSVClaimFile()
processor = ClaimFileProcessor()
processor.claimPersistence = claimPersistence
processor.claimFile = claimFile
processor.queryData(one_type,sql if (sql and len(sql) > 0) else '1=1',
0, 0,
output_file_names[one_type])
# Update loop index
type_index = type_index + 1
except ParserError:
raise DataQueryError('Error occurs during parsing query string.')
except:
raise DataQueryError('Error occurs during querying data.')
method_exit(signature,use_cache)
return use_cache