def sync_data(self):
table = self.__class__.TABLE
selector = FuelSDK.ET_Email
search_filter = None
retrieve_all_since = get_last_record_value_for_table(self.state, table)
if retrieve_all_since is not None:
search_filter = {
'Property': 'ModifiedDate',
'SimpleOperator': 'greaterThan',
'Value': retrieve_all_since
}
stream = request('Email', selector, self.auth_stub, search_filter)
for email in stream:
email = self.filter_keys_and_parse(email)
self.state = incorporate(self.state, table, 'ModifiedDate',
email.get('ModifiedDate'))
singer.write_records(table, [email])
save_state(self.state)
def sync_data(self):
table = self.__class__.TABLE
endpoints = {
'sent': FuelSDK.ET_SentEvent,
'click': FuelSDK.ET_ClickEvent,
'open': FuelSDK.ET_OpenEvent,
'bounce': FuelSDK.ET_BounceEvent,
'unsub': FuelSDK.ET_UnsubEvent
}
for event_name, selector in endpoints.items():
search_filter = None
start = get_last_record_value_for_table(self.state, event_name)
if start is None:
start = self.config.get('start_date')
if start is None:
raise RuntimeError('start_date not defined!')
pagination_unit = self.config.get(
'pagination__{}_interval_unit'.format(event_name), 'minutes')
pagination_quantity = self.config.get(
'pagination__{}_interval_quantity'.format(event_name), 10)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
while before_now(start):
LOGGER.info("Fetching {} from {} to {}"
.format(event_name, start, end))
search_filter = get_date_page('EventDate', start, unit)
stream = request(event_name,
selector,
self.auth_stub,
search_filter)
for event in stream:
event = self.filter_keys_and_parse(event)
self.state = incorporate(self.state,
event_name,
'EventDate',
event.get('EventDate'))
singer.write_records(table, [event])
self.state = incorporate(self.state,
event_name,
'EventDate',
start)
save_state(self.state)
start = end
end = increment_date(start, unit)
def sync_data(self):
table = self.__class__.TABLE
subscriber_dao = SubscriberDataAccessObject(self.config, self.state,
self.auth_stub,
self.subscriber_catalog)
# pass config to return start date if not bookmark is found
start = get_last_record_value_for_table(self.state, table, self.config)
pagination_unit = self.config.get(
'pagination__list_subscriber_interval_unit', 'days')
pagination_quantity = self.config.get(
'pagination__list_subscriber_interval_quantity', 1)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
all_subscribers_list = self._get_all_subscribers_list()
while before_now(start):
stream = request('ListSubscriber',
FuelSDK.ET_List_Subscriber,
self.auth_stub,
_get_list_subscriber_filter(
all_subscribers_list, start, unit),
batch_size=self.batch_size)
batch_size = 100
if self.replicate_subscriber:
subscriber_dao.write_schema()
catalog_copy = copy.deepcopy(self.catalog)
for list_subscribers_batch in partition_all(stream, batch_size):
for list_subscriber in list_subscribers_batch:
list_subscriber = self.filter_keys_and_parse(
list_subscriber)
if list_subscriber.get('ModifiedDate'):
self.state = incorporate(
self.state, table, 'ModifiedDate',
list_subscriber.get('ModifiedDate'))
self.write_records_with_transform(list_subscriber,
catalog_copy, table)
if self.replicate_subscriber:
# make the list of subscriber keys
subscriber_keys = list(
map(_get_subscriber_key, list_subscribers_batch))
# pass the list of 'subscriber_keys' to fetch subscriber details
subscriber_dao.pull_subscribers_batch(subscriber_keys)
save_state(self.state)
start = end
end = increment_date(start, unit)
def sync_data(self):
table = self.__class__.TABLE
selector = FuelSDK.ET_Send
search_filter = None
# pass config to return start date if not bookmark is found
retrieve_all_since = get_last_record_value_for_table(
self.state, table, self.config)
if retrieve_all_since is not None:
search_filter = {
'Property': 'ModifiedDate',
'SimpleOperator': 'greaterThan',
'Value': retrieve_all_since
}
stream = request('Send',
selector,
self.auth_stub,
search_filter,
batch_size=self.batch_size)
catalog_copy = copy.deepcopy(self.catalog)
for send in stream:
send = self.filter_keys_and_parse(send)
self.state = incorporate(self.state, table, 'ModifiedDate',
send.get('ModifiedDate'))
self.write_records_with_transform(send, catalog_copy, table)
save_state(self.state)
def sync_data(self):
table = self.__class__.TABLE
selector = FuelSDK.ET_ContentArea
search_filter = None
retrieve_all_since = get_last_record_value_for_table(self.state, table)
if retrieve_all_since is not None:
search_filter = {
'Property': 'ModifiedDate',
'SimpleOperator': 'greaterThan',
'Value': retrieve_all_since
}
stream = request('ContentAreaDataAccessObject', selector,
self.auth_stub, search_filter)
for content_area in stream:
content_area = self.filter_keys_and_parse(content_area)
self.state = incorporate(self.state, table, 'ModifiedDate',
content_area.get('ModifiedDate'))
singer.write_records(table, [content_area])
save_state(self.state)
def sync_data(self):
table = self.__class__.TABLE
selector = FuelSDK.ET_List
search_filter = None
retrieve_all_since = get_last_record_value_for_table(
self.state, table, self.config.get('start_date'))
if retrieve_all_since is not None:
search_filter = {
'Property': 'ModifiedDate',
'SimpleOperator': 'greaterThan',
'Value': retrieve_all_since
}
stream = request('List', selector, self.auth_stub, search_filter)
for _list in stream:
_list = self.filter_keys_and_parse(_list)
self.state = incorporate(self.state, table, 'ModifiedDate',
_list.get('ModifiedDate'))
singer.write_records(table, [_list])
save_state(self.state)
def test_stream_has_bookmark(self):
state = {
"bookmarks": {
"content_area": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
"sent": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"click": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"open": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"bounce": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"unsub": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"folder": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
"list": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
"list_subscriber": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
"send": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" }
}
}
table = 'folder'
config = {
"client_id": "client_id_123",
"client_secret": "client_secret_123",
"tenant_subdomain": "tenant_subdomain_123",
"start_date": "2021-01-01T00:00:00Z",
"request_timeout": "900",
"batch_size": 2500
}
start_value = _state.get_last_record_value_for_table(state, table, config)
# verify that start value is 'bookmark_value - 1 day'
# as 'get_last_record_value_for_table' subtracts 1 day from bookmark value
self.assertEquals(start_value, "2021-07-31T00:00:00Z")
def sync_data(self):
table = self.__class__.TABLE
subscriber_dao = SubscriberDataAccessObject(self.config, self.state,
self.auth_stub,
self.subscriber_catalog)
start = get_last_record_value_for_table(self.state, table,
self.config.get('start_date'))
if start is None:
start = self.config.get('start_date')
pagination_unit = self.config.get(
'pagination__list_subscriber_interval_unit', 'days')
pagination_quantity = self.config.get(
'pagination__list_subsctiber_interval_quantity', 1)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
all_subscribers_list = self._get_all_subscribers_list()
while before_now(start):
stream = request(
'ListSubscriber', FuelSDK.ET_List_Subscriber, self.auth_stub,
_get_list_subscriber_filter(all_subscribers_list, start, unit))
batch_size = 100
if self.replicate_subscriber:
subscriber_dao.write_schema()
for list_subscribers_batch in partition_all(stream, batch_size):
for list_subscriber in list_subscribers_batch:
list_subscriber = self.filter_keys_and_parse(
list_subscriber)
if list_subscriber.get('ModifiedDate'):
self.state = incorporate(
self.state, table, 'ModifiedDate',
list_subscriber.get('ModifiedDate'))
list_subscriber = self.remove_sensitive_data(
list_subscriber)
singer.write_records(table, [list_subscriber])
if self.replicate_subscriber:
subscriber_keys = list(
map(_get_subscriber_key, list_subscribers_batch))
subscriber_dao.pull_subscribers_batch(subscriber_keys)
save_state(self.state)
start = end
end = increment_date(start, unit)
def sync_data(self):
table = self.__class__.TABLE
search_filter = None
start = get_last_record_value_for_table(self.state, self.event_name,
self.config.get('start_date'))
if start is None:
start = self.config.get('start_date')
if start is None:
raise RuntimeError('start_date not defined!')
pagination_unit = self.config.get(
'pagination__{}_interval_unit'.format(self.event_name), 'minutes')
pagination_quantity = self.config.get(
'pagination__{}_interval_quantity'.format(self.event_name), 10)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
while before_now(start):
LOGGER.info("Fetching {} from {} to {}".format(
self.event_name, start, end))
search_filter = get_date_page('EventDate', start, unit)
stream = request(self.event_name, self.selector, self.auth_stub,
search_filter)
for event in stream:
event = self.filter_keys_and_parse(event)
self.state = incorporate(self.state, self.event_name,
'EventDate', event.get('EventDate'))
if event.get('SubscriberKey') is None:
LOGGER.info(
"SubscriberKey is NULL so ignoring {} record with SendID: {} and EventDate: {}"
.format(self.event_name, event.get('SendID'),
event.get('EventDate')))
continue
event = self.remove_sensitive_data(event)
singer.write_records(table, [event])
self.state = incorporate(self.state, self.event_name, 'EventDate',
start)
save_state(self.state)
start = end
end = increment_date(start, unit)
def sync_data(self):
table = self.__class__.TABLE
selector = FuelSDK.ET_Send
list_sends_dao = ListSendDataAccessObject(self.config, self.state,
self.auth_stub,
self.listsend_catalog)
link_sends_dao = LinkSendDataAccessObject(self.config, self.state,
self.auth_stub,
self.linksend_catalog)
search_filter = None
retrieve_all_since = get_last_record_value_for_table(
self.state, table, self.config.get('start_date'))
if self.REPLICATION_METHOD == "FULL_TABLE":
retrieve_all_since = datetime.datetime.strptime(
self.config.get('start_date'), "%Y-%m-%dT%H:%M:%SZ")
if retrieve_all_since is not None:
search_filter = {
'Property': 'CreatedDate',
'SimpleOperator': 'greaterThan',
'Value': retrieve_all_since
}
stream = request('Send', selector, self.auth_stub, search_filter)
if self.replicate_listsend:
list_sends_dao.write_schema()
if self.replicate_linksend:
link_sends_dao.write_schema()
for send in stream:
send = self.filter_keys_and_parse(send)
if self.replicate_listsend:
list_sends_dao.sync_data_by_sendID(send.get('ID'))
if self.replicate_linksend:
link_sends_dao.sync_data_by_sendID(send.get('ID'))
if retrieve_all_since.strftime('%Y-%m-%d') < send.get(
'CreatedDate'
)[:
10] and self.REPLICATION_METHOD == 'INCREMENTAL' or self.REPLICATION_METHOD == 'FULL_TABLE':
self.state = incorporate(self.state, table, 'CreatedDate',
send.get('CreatedDate'))
singer.write_records(table, [send])
save_state(self.state)
def test_stream_has_no_bookmark(self):
state = {
"bookmarks": {
"sent": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"open": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"bounce": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"unsub": { "field": "EventDate", "last_record": "2021-08-01T00:00:00Z" },
"list": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
"list_subscriber": { "field": "ModifiedDate", "last_record": "2021-08-01T00:00:00Z" },
}
}
table = 'folder'
config = {
"client_id": "client_id_123",
"client_secret": "client_secret_123",
"tenant_subdomain": "tenant_subdomain_123",
"start_date": "2021-01-01T00:00:00Z",
"request_timeout": "900",
"batch_size": 2500
}
start_value = _state.get_last_record_value_for_table(state, table, config)
# verify that start value is 'start_date' as 'folder' does not have bookmark in the state
self.assertEquals(start_value, config.get("start_date"))
def sync_data(self):
table = self.__class__.TABLE
endpoints = {
'sent': FuelSDK.ET_SentEvent,
'click': FuelSDK.ET_ClickEvent,
'open': FuelSDK.ET_OpenEvent,
'bounce': FuelSDK.ET_BounceEvent,
'unsub': FuelSDK.ET_UnsubEvent
}
for event_name, selector in endpoints.items():
search_filter = None
# pass config to return start date if not bookmark is found
start = get_last_record_value_for_table(self.state, event_name, self.config)
if start is None:
raise RuntimeError('start_date not defined!')
pagination_unit = self.config.get(
'pagination__{}_interval_unit'.format(event_name), 'minutes')
pagination_quantity = self.config.get(
'pagination__{}_interval_quantity'.format(event_name), 10)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
while before_now(start):
LOGGER.info("Fetching {} from {} to {}"
.format(event_name, start, end))
search_filter = get_date_page('EventDate', start, unit)
stream = request(event_name,
selector,
self.auth_stub,
search_filter,
batch_size=self.batch_size)
catalog_copy = copy.deepcopy(self.catalog)
for event in stream:
event = self.filter_keys_and_parse(event)
self.state = incorporate(self.state,
event_name,
'EventDate',
event.get('EventDate'))
if event.get('SubscriberKey') is None:
LOGGER.info("SubscriberKey is NULL so ignoring {} record with SendID: {} and EventDate: {}"
.format(event_name,
event.get('SendID'),
event.get('EventDate')))
continue
self.write_records_with_transform(event, catalog_copy, table)
self.state = incorporate(self.state,
event_name,
'EventDate',
start)
save_state(self.state)
start = end
end = increment_date(start, unit)
def sync_data(self):
tap_stream_id = self.catalog.get('tap_stream_id')
table = self.catalog.get('stream')
(_, customer_key) = tap_stream_id.split('.', 1)
keys = self.get_catalog_keys()
keys.remove('CategoryID')
replication_key = None
start = get_last_record_value_for_table(self.state, table)
if start is None:
start = self.config.get('start_date')
for key in ['ModifiedDate', 'JoinDate']:
if key in keys:
replication_key = key
pagination_unit = self.config.get(
'pagination__data_extension_interval_unit', 'days')
pagination_quantity = self.config.get(
'pagination__data_extension_interval_quantity', 7)
unit = {pagination_unit: int(pagination_quantity)}
end = increment_date(start, unit)
parent_result = None
parent_extension = None
parent_result = request('DataExtension',
FuelSDK.ET_DataExtension,
self.auth_stub,
search_filter={
'Property': 'CustomerKey',
'SimpleOperator': 'equals',
'Value': customer_key,
},
props=['CustomerKey', 'CategoryID'])
parent_extension = next(parent_result)
parent_category_id = parent_extension.CategoryID
while before_now(start) or replication_key is None:
self._replicate(customer_key,
keys,
parent_category_id,
table,
partial=(replication_key is not None),
start=start,
end=end,
unit=unit,
replication_key=replication_key)
if replication_key is None:
return
self.state = incorporate(self.state, table, replication_key, start)
save_state(self.state)
start = end
end = increment_date(start, unit)
