def test_no_overwrite(self):
# kwargs = {'overwrite': False}
kwargs = {}
task = ImportStudentCourseEnrollmentTask(**kwargs)
with patch('edx.analytics.tasks.insights.database_imports.HivePartitionTarget') as mock_target:
output = mock_target()
# Make MagicMock act more like a regular mock, so that flatten() does the right thing.
del output.__iter__
del output.__getitem__
output.exists = Mock(return_value=False)
self.assertFalse(task.complete())
self.assertTrue(output.exists.called)
output.exists = Mock(return_value=True)
self.assertTrue(task.complete())
self.assertTrue(output.exists.called)
def test_no_overwrite(self):
kwargs = {}
task = ImportStudentCourseEnrollmentTask(**kwargs)
with patch('edx.analytics.tasks.insights.database_imports.HivePartitionTarget') as mock_target:
output = mock_target()
# Make MagicMock act more like a regular mock, so that flatten() does the right thing.
del output.__iter__
del output.__getitem__
output.exists = Mock(return_value=False)
self.assertFalse(task.complete())
self.assertTrue(output.exists.called)
output.exists = Mock(return_value=True)
self.assertTrue(task.complete())
self.assertTrue(output.exists.called)
def requires(self): # pragma: no cover
for requirement in super(EnterpriseEnrollmentDataTask,
self).requires():
yield requirement
# the process that generates the source table used by this query
yield (
ImportAuthUserTask(),
ImportAuthUserProfileTask(),
ImportEnterpriseCustomerTask(),
ImportEnterpriseCustomerUserTask(),
ImportEnterpriseCourseEnrollmentUserTask(),
ImportDataSharingConsentTask(),
ImportUserSocialAuthTask(),
ImportStudentCourseEnrollmentTask(),
ImportPersistentCourseGradeTask(),
CoursePartitionTask(
date=self.date,
warehouse_path=self.warehouse_path,
api_root_url=self.api_root_url,
api_page_size=self.api_page_size,
),
UserActivityTableTask(warehouse_path=self.warehouse_path,
overwrite_n_days=0,
date=self.date),
)
def test_query_with_date(self):
kwargs = {'import_date': datetime.datetime.strptime('2014-07-01', '%Y-%m-%d').date()}
task = ImportStudentCourseEnrollmentTask(**kwargs)
query = task.query()
expected_query = textwrap.dedent(
"""
USE default;
DROP TABLE IF EXISTS `student_courseenrollment`;
CREATE EXTERNAL TABLE `student_courseenrollment` (
`id` INT,`user_id` INT,`course_id` STRING,`created` TIMESTAMP,`is_active` BOOLEAN,`mode` STRING
)
PARTITIONED BY (dt STRING)
LOCATION 's3://foo/bar/student_courseenrollment';
ALTER TABLE `student_courseenrollment` ADD PARTITION (dt = '2014-07-01');
"""
)
self.assertEquals(query, expected_query)
def requires(self):
kwargs = {
'destination': self.destination,
'num_mappers': self.num_mappers,
'verbose': self.verbose,
'import_date': self.import_date,
'overwrite': self.overwrite,
'credentials': self.otto_credentials,
'database': self.otto_database,
}
yield (
# Otto User Table
ImportEcommerceUser(**kwargs),
# Otto Product Tables.
ImportProductCatalog(**kwargs),
ImportProductCatalogClass(**kwargs),
ImportProductCatalogAttributes(**kwargs),
ImportProductCatalogAttributeValues(**kwargs),
# Otto Current State, Line Item, and Coupon Tables.
ImportCurrentOrderState(**kwargs),
ImportCurrentOrderLineState(**kwargs),
ImportCurrentOrderDiscountState(**kwargs),
ImportCouponVoucherIndirectionState(**kwargs),
ImportCouponVoucherState(**kwargs),
# Otto Refund Tables.
ImportCurrentRefundRefundLineState(**kwargs),
# Otto Partner Information.
ImportEcommercePartner(**kwargs),
)
kwargs['credentials'] = self.credentials
kwargs['database'] = self.database
yield (
# Shopping cart tables.
ImportShoppingCartOrder(**kwargs),
ImportShoppingCartOrderItem(**kwargs),
ImportShoppingCartCertificateItem(**kwargs),
ImportShoppingCartPaidCourseRegistration(**kwargs),
ImportShoppingCartDonation(**kwargs),
ImportShoppingCartCourseRegistrationCodeItem(**kwargs),
ImportShoppingCartCoupon(**kwargs),
ImportShoppingCartCouponRedemption(**kwargs),
# Other LMS tables.
ImportAuthUserTask(**kwargs),
ImportCourseEntitlementTask(**kwargs),
ImportStudentCourseEnrollmentTask(**kwargs),
)
def requires(self):
yield (
ImportCourseModeTask(
import_date=self.import_date
),
ImportStudentCourseEnrollmentTask(
import_date=self.import_date
),
ReconciledOrderTransactionTableTask(
import_date=self.import_date,
n_reduce_tasks=self.n_reduce_tasks
)
)
def requires(self): # pragma: no cover
for requirement in super(EnterpriseEnrollmentDataTask, self).requires():
yield requirement
# the process that generates the source table used by this query
yield (
ImportAuthUserTask(),
ImportAuthUserProfileTask(),
ImportEnterpriseCustomerTask(),
ImportEnterpriseCustomerUserTask(),
ImportEnterpriseCourseEnrollmentUserTask(),
ImportDataSharingConsentTask(),
ImportUserSocialAuthTask(),
ImportStudentCourseEnrollmentTask(),
ImportPersistentCourseGradeTask(),
CoursePartitionTask(
date=self.date,
warehouse_path=self.warehouse_path,
api_root_url=self.api_root_url,
api_page_size=self.api_page_size,
),
UserActivityTableTask(
warehouse_path=self.warehouse_path,
overwrite_n_days=0,
date=self.date
),
ExternalCourseEnrollmentSummaryPartitionTask(
date=self.date
),
)
kwargs = {
'credentials': self.otto_credentials,
'database': self.otto_database,
}
yield (
ImportProductCatalog(**kwargs),
ImportCurrentOrderLineState(**kwargs),
ImportCurrentOrderDiscountState(**kwargs),
ImportVoucherTask(**kwargs),
ImportStockRecordTask(**kwargs),
ImportCurrentOrderState(**kwargs),
ImportEcommerceUser(**kwargs),
ImportConditionalOfferTask(**kwargs),
ImportBenefitTask(**kwargs),
)
def requires(self):
# Note that import parameters not included are 'destination', 'num_mappers', 'verbose',
# and 'date' -- we will use the default values for those.
kwargs_for_db_import = {
'overwrite': self.overwrite,
}
yield (
LastCountryOfUserPartitionTask(
mapreduce_engine=self.mapreduce_engine,
n_reduce_tasks=self.n_reduce_tasks,
source=self.source,
pattern=self.pattern,
warehouse_path=self.warehouse_path,
interval=self.interval,
interval_start=self.interval_start,
interval_end=self.interval_end,
overwrite_n_days=self.overwrite_n_days,
geolocation_data=self.geolocation_data,
overwrite=self.overwrite,
),
ImportStudentCourseEnrollmentTask(**kwargs_for_db_import),
)
def test_overwrite(self):
kwargs = {'overwrite': True}
task = ImportStudentCourseEnrollmentTask(**kwargs)
self.assertFalse(task.complete())
def requires_hadoop(self):
# Instead of just pointing to the output directory of a dump, let's make sure
# there is a dump.
# We don't have a way to just dump the Mysql table, so deal with the Hive table
# definition as well.
yield ImportStudentCourseEnrollmentTask(credentials=self.credentials)
def test_overwrite(self):
kwargs = {'overwrite': True}
task = ImportStudentCourseEnrollmentTask(**kwargs)
self.assertFalse(task.complete())