rtdip · cching95 · Jan 29, 2024 · Jan 19, 2024 · Jan 25, 2024 · Jan 25, 2024
diff --git a/environment.yml b/environment.yml
@@ -66,7 +66,7 @@ dependencies:
     - xarray>=2023.1.0,<2023.8.0
     - ecmwf-api-client==1.6.3
     - netCDF4==1.6.4
-    - black==23.7.0
+    - black==24.1.0
     - pip:
         - dependency-injector==4.41.0
         - azure-functions==1.15.0

diff --git a/src/api/v1/models.py b/src/api/v1/models.py
@@ -154,22 +154,26 @@ class BaseHeaders:
     def __init__(
         self,
         x_databricks_server_hostname: str = Header(
-            default=...
-            if os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME") is None
-            else os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME"),
+            default=(
+                ...
+                if os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME") is None
+                else os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME")
+            ),
             description="Databricks SQL Server Hostname",
-            include_in_schema=True
-            if os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME") is None
-            else False,
+            include_in_schema=(
+                True if os.getenv("DATABRICKS_SQL_SERVER_HOSTNAME") is None else False
+            ),
         ),
         x_databricks_http_path: str = Header(
-            default=...
-            if os.getenv("DATABRICKS_SQL_HTTP_PATH") is None
-            else os.getenv("DATABRICKS_SQL_HTTP_PATH"),
+            default=(
+                ...
+                if os.getenv("DATABRICKS_SQL_HTTP_PATH") is None
+                else os.getenv("DATABRICKS_SQL_HTTP_PATH")
+            ),
             description="Databricks SQL HTTP Path",
-            include_in_schema=True
-            if os.getenv("DATABRICKS_SQL_HTTP_PATH") is None
-            else False,
+            include_in_schema=(
+                True if os.getenv("DATABRICKS_SQL_HTTP_PATH") is None else False
+            ),
         ),
     ):
         self.x_databricks_server_hostname = x_databricks_server_hostname

diff --git a/src/sdk/python/rtdip_sdk/connectors/grpc/spark_connector.py b/src/sdk/python/rtdip_sdk/connectors/grpc/spark_connector.py
@@ -49,12 +49,12 @@ def __init__(
 
         if spark is None:
             self.connection = SparkClient(
-                spark_configuration={}
-                if spark_configuration is None
-                else spark_configuration,
-                spark_libraries=Libraries()
-                if spark_libraries is None
-                else spark_libraries,
+                spark_configuration=(
+                    {} if spark_configuration is None else spark_configuration
+                ),
+                spark_libraries=(
+                    Libraries() if spark_libraries is None else spark_libraries
+                ),
                 spark_remote=spark_remote,
             ).spark_session
         else:

diff --git a/src/sdk/python/rtdip_sdk/data_models/meters/utils/transform.py b/src/sdk/python/rtdip_sdk/data_models/meters/utils/transform.py
@@ -48,10 +48,10 @@ def process_file(file_source_name_str: str, transformer_list=None) -> str:
     sanitize_map['"'] = ""
     PROCESS_REPLACE = "replace"
     process_definitions: dict = dict()
-    process_definitions[
-        PROCESS_REPLACE
-    ] = lambda source_str, to_be_replaced_str, to_replaced_with_str: source_str.replace(
-        to_be_replaced_str, to_replaced_with_str
+    process_definitions[PROCESS_REPLACE] = (
+        lambda source_str, to_be_replaced_str, to_replaced_with_str: source_str.replace(
+            to_be_replaced_str, to_replaced_with_str
+        )
     )
     sanitize_function = process_definitions[PROCESS_REPLACE]
     ####

diff --git a/src/sdk/python/rtdip_sdk/pipelines/converters/pipeline_job_json.py b/src/sdk/python/rtdip_sdk/pipelines/converters/pipeline_job_json.py
@@ -71,16 +71,16 @@ def convert(self) -> PipelineJob:
             for step in task["step_list"]:
                 step["component"] = getattr(sys.modules[__name__], step["component"])
                 for param_key, param_value in step["component_parameters"].items():
-                    step["component_parameters"][
-                        param_key
-                    ] = self._try_convert_to_pipeline_secret(param_value)
+                    step["component_parameters"][param_key] = (
+                        self._try_convert_to_pipeline_secret(param_value)
+                    )
                     if not isinstance(
                         step["component_parameters"][param_key], PipelineSecret
                     ) and isinstance(param_value, dict):
                         for key, value in param_value.items():
-                            step["component_parameters"][param_key][
-                                key
-                            ] = self._try_convert_to_pipeline_secret(value)
+                            step["component_parameters"][param_key][key] = (
+                                self._try_convert_to_pipeline_secret(value)
+                            )
 
         return PipelineJob(**pipeline_job_dict)
 

diff --git a/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/eventhub.py b/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/eventhub.py
@@ -200,10 +200,10 @@ def write_batch(self):
         try:
             if eventhub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    eventhub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[eventhub_connection_string]
+                self.options[eventhub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[eventhub_connection_string]
+                    )
                 )
             df = self.prepare_columns()
             return df.write.format("eventhubs").options(**self.options).save()
@@ -228,10 +228,10 @@ def write_stream(self):
             )
             if eventhub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    eventhub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[eventhub_connection_string]
+                self.options[eventhub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[eventhub_connection_string]
+                    )
                 )
             df = self.prepare_columns()
             df = self.data.select(

diff --git a/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/kafka_eventhub.py b/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/kafka_eventhub.py
@@ -234,10 +234,10 @@ def _configure_options(self, options: dict) -> dict:
             connection_string = self._connection_string_builder(
                 self.connection_string_properties
             )
-            options[
-                "kafka.sasl.jaas.config"
-            ] = '{} required username="$ConnectionString" password="{}";'.format(
-                kafka_package, connection_string
+            options["kafka.sasl.jaas.config"] = (
+                '{} required username="$ConnectionString" password="{}";'.format(
+                    kafka_package, connection_string
+                )
             )  # NOSONAR
 
         if "kafka.request.timeout.ms" not in options:

diff --git a/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/pcdm_to_delta.py b/src/sdk/python/rtdip_sdk/pipelines/destinations/spark/pcdm_to_delta.py
@@ -388,9 +388,9 @@ def write_stream(self):
 
                 if self.destination_string != None:
                     if string_checkpoint_location is not None:
-                        append_options[
-                            "checkpointLocation"
-                        ] = string_checkpoint_location
+                        append_options["checkpointLocation"] = (
+                            string_checkpoint_location
+                        )
 
                     delta_string = SparkDeltaDestination(
                         data=self.data.select(
@@ -407,9 +407,9 @@ def write_stream(self):
 
                 if self.destination_integer != None:
                     if integer_checkpoint_location is not None:
-                        append_options[
-                            "checkpointLocation"
-                        ] = integer_checkpoint_location
+                        append_options["checkpointLocation"] = (
+                            integer_checkpoint_location
+                        )
 
                     delta_integer = SparkDeltaDestination(
                         data=self.data.select("TagName", "EventTime", "Status", "Value")

diff --git a/src/sdk/python/rtdip_sdk/pipelines/execute/job.py b/src/sdk/python/rtdip_sdk/pipelines/execute/job.py
@@ -141,15 +141,15 @@ def _task_setup_dependency_injection(self, step_list: List[PipelineStep]):
             # get secrets
             for param_key, param_value in step.component_parameters.items():
                 if isinstance(param_value, PipelineSecret):
-                    step.component_parameters[
-                        param_key
-                    ] = self._get_secret_provider_attributes(param_value)().get()
+                    step.component_parameters[param_key] = (
+                        self._get_secret_provider_attributes(param_value)().get()
+                    )
                 if isinstance(param_value, dict):
                     for key, value in param_value.items():
                         if isinstance(value, PipelineSecret):
-                            step.component_parameters[param_key][
-                                key
-                            ] = self._get_secret_provider_attributes(value)().get()
+                            step.component_parameters[param_key][key] = (
+                                self._get_secret_provider_attributes(value)().get()
+                            )
 
             provider.add_kwargs(**step.component_parameters)
 

diff --git a/src/sdk/python/rtdip_sdk/pipelines/sources/spark/eventhub.py b/src/sdk/python/rtdip_sdk/pipelines/sources/spark/eventhub.py
@@ -154,10 +154,10 @@ def read_batch(self) -> DataFrame:
         try:
             if eventhub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    eventhub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[eventhub_connection_string]
+                self.options[eventhub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[eventhub_connection_string]
+                    )
                 )
 
             return self.spark.read.format("eventhubs").options(**self.options).load()
@@ -177,10 +177,10 @@ def read_stream(self) -> DataFrame:
         try:
             if eventhub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    eventhub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[eventhub_connection_string]
+                self.options[eventhub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[eventhub_connection_string]
+                    )
                 )
 
             return (

diff --git a/src/sdk/python/rtdip_sdk/pipelines/sources/spark/iot_hub.py b/src/sdk/python/rtdip_sdk/pipelines/sources/spark/iot_hub.py
@@ -154,10 +154,10 @@ def read_batch(self) -> DataFrame:
         try:
             if iothub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    iothub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[iothub_connection_string]
+                self.options[iothub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[iothub_connection_string]
+                    )
                 )
 
             return self.spark.read.format("eventhubs").options(**self.options).load()
@@ -177,10 +177,10 @@ def read_stream(self) -> DataFrame:
         try:
             if iothub_connection_string in self.options:
                 sc = self.spark.sparkContext
-                self.options[
-                    iothub_connection_string
-                ] = sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
-                    self.options[iothub_connection_string]
+                self.options[iothub_connection_string] = (
+                    sc._jvm.org.apache.spark.eventhubs.EventHubsUtils.encrypt(
+                        self.options[iothub_connection_string]
+                    )
                 )
 
             return (

diff --git a/src/sdk/python/rtdip_sdk/pipelines/sources/spark/kafka_eventhub.py b/src/sdk/python/rtdip_sdk/pipelines/sources/spark/kafka_eventhub.py
@@ -293,10 +293,10 @@ def _configure_options(self, options: dict) -> dict:
             connection_string = self._connection_string_builder(
                 self.connection_string_properties
             )
-            options[
-                "kafka.sasl.jaas.config"
-            ] = '{} required username="$ConnectionString" password="{}";'.format(
-                kafka_package, connection_string
+            options["kafka.sasl.jaas.config"] = (
+                '{} required username="$ConnectionString" password="{}";'.format(
+                    kafka_package, connection_string
+                )
             )  # NOSONAR
 
         if "kafka.request.timeout.ms" not in options:

diff --git a/src/sdk/python/rtdip_sdk/pipelines/transformers/spark/ssip_pi_binary_file_to_pcdm.py b/src/sdk/python/rtdip_sdk/pipelines/transformers/spark/ssip_pi_binary_file_to_pcdm.py
@@ -96,16 +96,19 @@ def _convert_binary_to_pandas(pdf):
                 }
             )
 
-        value_type = str(table.schema.field("Value").type)
-        if value_type == "int16" or value_type == "int32":
-            value_type = "integer"
-
         output_pdf = table.to_pandas()
 
+        if "ValueType" not in output_pdf.columns:
+            value_type = str(table.schema.field("Value").type)
+            if value_type == "int16" or value_type == "int32":
+                value_type = "integer"
+            output_pdf["ValueType"] = value_type
+
+        if "ChangeType" not in output_pdf.columns:
+            output_pdf["ChangeType"] = "insert"
+
         output_pdf["EventDate"] = output_pdf["EventTime"].dt.date
         output_pdf["Value"] = output_pdf["Value"].astype(str)
-        output_pdf["ChangeType"] = "insert"
-        output_pdf["ValueType"] = value_type
         output_pdf = output_pdf[
             [
                 "EventDate",