本文整理汇总了Python中singer.parse_message方法的典型用法代码示例。如果您正苦于以下问题:Python singer.parse_message方法的具体用法?Python singer.parse_message怎么用?Python singer.parse_message使用的例子?那么, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类singer
的用法示例。
在下文中一共展示了singer.parse_message方法的14个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_round_trip
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_round_trip(self):
record_message = singer.RecordMessage(
record={'name': 'foo'},
stream='users')
schema_message = singer.SchemaMessage(
stream='users',
key_properties=['name'],
schema={'type': 'object',
'properties': {
'name': {'type': 'string'}}})
state_message = singer.StateMessage(value={'seq': 1})
self.assertEqual(record_message,
singer.parse_message(singer.format_message(record_message)))
self.assertEqual(schema_message,
singer.parse_message(singer.format_message(schema_message)))
self.assertEqual(state_message,
singer.parse_message(singer.format_message(state_message)))
## These three tests just confirm that writing doesn't throw
示例2: summarize_output
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def summarize_output(output):
summary = OutputSummary()
for line in output:
summary.add(singer.parse_message(line))
return summary
示例3: test_parse_message_record_good
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_record_good(self):
message = singer.parse_message(
'{"type": "RECORD", "record": {"name": "foo"}, "stream": "users"}')
self.assertEqual(
message,
singer.RecordMessage(record={'name': 'foo'}, stream='users'))
示例4: test_parse_message_record_with_version_good
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_record_with_version_good(self):
message = singer.parse_message(
'{"type": "RECORD", "record": {"name": "foo"}, "stream": "users", "version": 2}')
self.assertEqual(
message,
singer.RecordMessage(record={'name': 'foo'}, stream='users', version=2))
示例5: test_parse_message_record_naive_extraction_time
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_record_naive_extraction_time(self):
with self.assertRaisesRegex(ValueError, "must be either None or an aware datetime"):
message = singer.parse_message(
'{"type": "RECORD", "record": {"name": "foo"}, "stream": "users", "version": 2, "time_extracted": "1970-01-02T00:00:00"}')
示例6: test_parse_message_record_aware_extraction_time
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_record_aware_extraction_time(self):
message = singer.parse_message(
'{"type": "RECORD", "record": {"name": "foo"}, "stream": "users", "version": 2, "time_extracted": "1970-01-02T00:00:00.000Z"}')
expected = singer.RecordMessage(
record={'name': 'foo'},
stream='users',
version=2,
time_extracted=dateutil.parser.parse("1970-01-02T00:00:00.000Z"))
print(message)
print(expected)
self.assertEqual(message, expected)
示例7: test_parse_message_record_missing_record
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_record_missing_record(self):
with self.assertRaises(Exception):
singer.parse_message('{"type": "RECORD", "stream": "users"}')
示例8: test_parse_message_schema_good
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_schema_good(self):
message = singer.parse_message('{"type": "SCHEMA", "stream": "users", "schema": {"type": "object", "properties": {"name": {"type": "string"}}}, "key_properties": ["name"]}') # nopep8
self.assertEqual(
message,
singer.SchemaMessage(
stream='users',
key_properties=['name'],
schema={'type': 'object',
'properties': {
'name': {'type': 'string'}}}))
示例9: test_parse_message_schema_missing_stream
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_schema_missing_stream(self):
with self.assertRaises(Exception):
message = singer.parse_message('{"type": "SCHEMA", "schema": {"type": "object", "properties": {"name": {"type": "string"}}}, "key_properties": ["name"]}') # nopep8
示例10: test_parse_message_schema_missing_schema
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_schema_missing_schema(self):
with self.assertRaises(Exception):
message = singer.parse_message(
'{"type": "SCHEMA", "stream": "users", "key_properties": ["name"]}') # nopep8
示例11: test_parse_message_schema_missing_key_properties
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_schema_missing_key_properties(self):
with self.assertRaises(Exception):
message = singer.parse_message('{"type": "SCHEMA", "stream": "users", "schema": {"type": "object", "properties": {"name": {"type": "string"}}}}') # nopep8
示例12: test_parse_message_state_good
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def test_parse_message_state_good(self):
message = singer.parse_message(
'{"type": "STATE", "value": {"seq": 1}}')
self.assertEqual(message, singer.StateMessage(value={'seq': 1}))
示例13: create_record
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def create_record(self, value):
raw = '{"type": "RECORD", "stream": "test", "record": {"value": ' + value + '}}'
parsed = singer.parse_message(raw)
return parsed.record['value']
示例14: persist_lines
# 需要导入模块: import singer [as 别名]
# 或者: from singer import parse_message [as 别名]
def persist_lines(service, spreadsheet, lines):
state = None
schemas = {}
key_properties = {}
headers_by_stream = {}
for line in lines:
try:
msg = singer.parse_message(line)
except json.decoder.JSONDecodeError:
logger.error("Unable to parse:\n{}".format(line))
raise
if isinstance(msg, singer.RecordMessage):
if msg.stream not in schemas:
raise Exception("A record for stream {} was encountered before a corresponding schema".format(msg.stream))
schema = schemas[msg.stream]
validate(msg.record, schema)
flattened_record = flatten(msg.record)
matching_sheet = [s for s in spreadsheet['sheets'] if s['properties']['title'] == msg.stream]
new_sheet_needed = len(matching_sheet) == 0
range_name = "{}!A1:ZZZ".format(msg.stream)
append = functools.partial(append_to_sheet, service, spreadsheet['spreadsheetId'], range_name)
if new_sheet_needed:
add_sheet(service, spreadsheet['spreadsheetId'], msg.stream)
spreadsheet = get_spreadsheet(service, spreadsheet['spreadsheetId']) # refresh this for future iterations
headers_by_stream[msg.stream] = list(flattened_record.keys())
append(headers_by_stream[msg.stream])
elif msg.stream not in headers_by_stream:
first_row = get_values(service, spreadsheet['spreadsheetId'], range_name + '1')
if 'values' in first_row:
headers_by_stream[msg.stream] = first_row.get('values', None)[0]
else:
headers_by_stream[msg.stream] = list(flattened_record.keys())
append(headers_by_stream[msg.stream])
result = append([flattened_record.get(x, None) for x in headers_by_stream[msg.stream]]) # order by actual headers found in sheet
state = None
elif isinstance(msg, singer.StateMessage):
logger.debug('Setting state to {}'.format(msg.value))
state = msg.value
elif isinstance(msg, singer.SchemaMessage):
schemas[msg.stream] = msg.schema
key_properties[msg.stream] = msg.key_properties
else:
raise Exception("Unrecognized message {}".format(msg))
return state