def test_conversion(self):
# type: () -> None
transformer = DictToModel()
config = ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_execution.DashboardExecution',
})
transformer.init(conf=config)
actual = transformer.transform({
'dashboard_group_id': 'foo',
'dashboard_id': 'bar',
'execution_timestamp': 123456789,
'execution_state': 'succeed',
'product': 'mode',
'cluster': 'gold'
})
self.assertTrue(isinstance(actual, DashboardExecution))
self.assertEqual(
actual.__repr__(),
DashboardExecution(dashboard_group_id='foo',
dashboard_id='bar',
execution_timestamp=123456789,
execution_state='succeed',
product='mode',
cluster='gold').__repr__())
def init(self, conf: ConfigTree) -> None:
self._conf = conf
self.query = """query {
workbooks {
id
name
projectName
updatedAt
}
}"""
self._extractor = self._build_extractor()
transformers: List[Transformer] = []
timestamp_str_to_epoch_transformer = TimestampStringToEpoch()
timestamp_str_to_epoch_transformer.init(conf=Scoped.get_scoped_conf(
self._conf,
timestamp_str_to_epoch_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
FIELD_NAME: 'last_modified_timestamp',
})))
transformers.append(timestamp_str_to_epoch_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_last_modified.DashboardLastModifiedTimestamp'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
self.query = """query externalTables($externalTableTypes: [String]) {
databases (filter: {connectionTypeWithin: $externalTableTypes}) {
name
connectionType
description
tables {
name
}
}
}"""
self.query_variables = {
'externalTableTypes':
self._conf.get_list(
TableauDashboardExternalTableExtractor.EXTERNAL_TABLE_TYPES)
}
self._extractor = self._build_extractor()
transformers = []
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.table_metadata.TableMetadata'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
self.query = """query {
workbooks {
name
projectName
upstreamTables {
name
schema
database {
name
connectionType
}
}
}
}"""
self._extractor = self._build_extractor()
transformers = []
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(
conf=Scoped.get_scoped_conf(self._conf, dict_to_model_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict(
{MODEL_CLASS: 'databuilder.models.dashboard.dashboard_table.DashboardTable'})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query, conf=self._conf)
# Payload from RestApiQuery has timestamp which is ISO8601. Here we are using TimestampStringToEpoch to
# transform into epoch and then using DictToModel to convert Dictionary to Model
transformers: List[Transformer] = []
timestamp_str_to_epoch_transformer = TimestampStringToEpoch()
timestamp_str_to_epoch_transformer.init(conf=Scoped.get_scoped_conf(
self._conf,
timestamp_str_to_epoch_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
FIELD_NAME: 'execution_timestamp',
})))
transformers.append(timestamp_str_to_epoch_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_execution.DashboardExecution'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query, conf=self._conf)
# Remove all unnecessary fields because User model accepts all attributes and push it to Neo4j.
transformers: List[Transformer] = []
remove_fields_transformer = RemoveFieldTransformer()
remove_fields_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, remove_fields_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
FIELD_NAMES:
['organization', 'mode_user_resource_path', 'product']
})))
transformers.append(remove_fields_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict(
{MODEL_CLASS: 'databuilder.models.user.User'})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf):
# type: (ConfigTree) -> None
self._conf = conf
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query, conf=self._conf)
# Constructing URL using resource path via TemplateVariableSubstitutionTransformer
transformers = []
chart_url_transformer = TemplateVariableSubstitutionTransformer()
chart_url_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, chart_url_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict(
{
FIELD_NAME: 'chart_url',
TEMPLATE: 'https://app.mode.com{chart_url}'
})))
transformers.append(chart_url_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_chart.DashboardChart'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
self.query = """query {
customSQLTables {
id
name
query
downstreamWorkbooks {
name
projectName
}
}
}"""
self._extractor = self._build_extractor()
transformers = []
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_query.DashboardQuery'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
self.dashboard_group_ids_to_skip = self._conf.get_list(
DASHBOARD_GROUP_IDS_TO_SKIP, [])
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query, conf=self._conf)
# Payload from RestApiQuery has timestamp which is ISO8601. Here we are using TimestampStringToEpoch to
# transform into epoch and then using DictToModel to convert Dictionary to Model
transformers: List[Transformer] = []
timestamp_str_to_epoch_transformer = TimestampStringToEpoch()
timestamp_str_to_epoch_transformer.init(conf=Scoped.get_scoped_conf(
self._conf,
timestamp_str_to_epoch_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
FIELD_NAME: 'created_timestamp',
})))
transformers.append(timestamp_str_to_epoch_transformer)
dashboard_group_url_transformer = TemplateVariableSubstitutionTransformer(
)
dashboard_group_url_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dashboard_group_url_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
VAR_FIELD_NAME:
'dashboard_group_url',
TEMPLATE:
'https://app.mode.com/{organization}/spaces/{dashboard_group_id}'
})))
transformers.append(dashboard_group_url_transformer)
dashboard_url_transformer = TemplateVariableSubstitutionTransformer()
dashboard_url_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dashboard_url_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
VAR_FIELD_NAME:
'dashboard_url',
TEMPLATE:
'https://app.mode.com/{organization}/reports/{dashboard_id}'
})))
transformers.append(dashboard_url_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_metadata.DashboardMetadata'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)
def init(self, conf: ConfigTree) -> None:
self._conf = conf
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query,
conf=self._conf
)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(
conf=Scoped.get_scoped_conf(self._conf, dict_to_model_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict(
{MODEL_CLASS: 'databuilder.models.dashboard.dashboard_chart.DashboardChart'})))
self._transformer = dict_to_model_transformer
def init(self, conf):
# type: (ConfigTree) -> None
self._conf = conf
restapi_query = self._build_restapi_query()
self._extractor = ModeDashboardUtils.create_mode_rest_api_extractor(
restapi_query=restapi_query, conf=self._conf)
# Constructing URL using several ID via TemplateVariableSubstitutionTransformer
transformers = []
variable_substitution_transformer = TemplateVariableSubstitutionTransformer(
)
variable_substitution_transformer.init(conf=Scoped.get_scoped_conf(
self._conf,
variable_substitution_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
FIELD_NAME:
'url',
TEMPLATE:
'https://app.mode.com/{organization}'
'/reports/{dashboard_id}/queries/{query_id}'
})))
transformers.append(variable_substitution_transformer)
# Escape backslash as it breaks Cypher statement.
replace_transformer = RegexStrReplaceTransformer()
replace_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, replace_transformer.get_scope()).with_fallback(
ConfigFactory.from_dict({
REGEX_REPLACE_TUPLE_LIST: [('\\', '\\\\')],
ATTRIBUTE_NAME:
'query_text'
})))
transformers.append(replace_transformer)
dict_to_model_transformer = DictToModel()
dict_to_model_transformer.init(conf=Scoped.get_scoped_conf(
self._conf, dict_to_model_transformer.get_scope()
).with_fallback(
ConfigFactory.from_dict({
MODEL_CLASS:
'databuilder.models.dashboard.dashboard_query.DashboardQuery'
})))
transformers.append(dict_to_model_transformer)
self._transformer = ChainedTransformer(transformers=transformers)