fix(sdk): fix documentation typos

sdk/radicalbit_platform_sdk/apis/model.py

@@ -149,7 +149,7 @@ def load_reference_dataset(
         :param bucket: The name of the S3 bucket.
         :param object_name: The optional name of the object uploaded to S3. Default value is None.
         :param aws_credentials: AWS credentials used to connect to S3 bucket. Default value is None.
-        :param separator: Optional value to define separator used inside CSV file. Default falue is ","
+        :param separator: Optional value to define separator used inside CSV file. Default value is ","
         :return: An instance of `ModelReferenceDataset` representing the reference dataset
         """
 
@@ -222,11 +222,11 @@ def bind_reference_dataset(
         aws_credentials: Optional[AwsCredentials] = None,
         separator: str = ',',
     ) -> ModelReferenceDataset:
-        """Bind an existing reference dataset file already uploded to S3 to a `Model`
+        """Bind an existing reference dataset file already uploaded to S3 to a `Model`
 
         :param dataset_url: The url of the file already uploaded inside S3
         :param aws_credentials: AWS credentials used to connect to S3 bucket. Default value is None.
-        :param separator: Optional value to define separator used inside CSV file. Default falue is ","
+        :param separator: Optional value to define separator used inside CSV file. Default value is ","
         :return: An instance of `ModelReferenceDataset` representing the reference dataset
         """
 
@@ -298,7 +298,7 @@ def load_current_dataset(
         :param correlation_id_column: The name of the column used for correlation id
         :param object_name: The optional name of the object uploaded to S3. Default value is None.
         :param aws_credentials: AWS credentials used to connect to S3 bucket. Default value is None.
-        :param separator: Optional value to define separator used inside CSV file. Default falue is ","
+        :param separator: Optional value to define separator used inside CSV file. Default value is ","
         :return: An instance of `ModelReferenceDataset` representing the reference dataset
         """
 
@@ -375,12 +375,12 @@ def bind_current_dataset(
         aws_credentials: Optional[AwsCredentials] = None,
         separator: str = ',',
     ) -> ModelCurrentDataset:
-        """Bind an existing current dataset file already uploded to S3 to a `Model`
+        """Bind an existing current dataset file already uploaded to S3 to a `Model`
 
         :param dataset_url: The url of the file already uploaded inside S3
         :param correlation_id_column: The name of the column used for correlation id
         :param aws_credentials: AWS credentials used to connect to S3 bucket. Default value is None.
-        :param separator: Optional value to define separator used inside CSV file. Default falue is ","
+        :param separator: Optional value to define separator used inside CSV file. Default value is ","
         :return: An instance of `ModelReferenceDataset` representing the reference dataset
         """
 

sdk/radicalbit_platform_sdk/apis/model_current_dataset.py

@@ -59,7 +59,7 @@ def status(self) -> str:
         return self.__status
 
     def statistics(self) -> Optional[DatasetStats]:
-        """Get statistics about the current dataset
+        """Get statistics about the actual dataset
 
         :return: The `DatasetStats` if exists
         """
@@ -85,6 +85,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__statistics = None
+            case JobStatus.MISSING_CURRENT:
+                self.__statistics = None
             case JobStatus.SUCCEEDED:
                 if self.__statistics is None:
                     _, stats = invoke(
@@ -107,7 +109,7 @@ def __callback(
         return self.__statistics
 
     def drift(self) -> Optional[Drift]:
-        """Get drift about the current dataset
+        """Get drift about the actual dataset
 
         :return: The `Drift` if exists
         """
@@ -133,6 +135,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__drift = None
+            case JobStatus.MISSING_CURRENT:
+                self.__drift = None
             case JobStatus.SUCCEEDED:
                 if self.__drift is None:
                     _, drift = invoke(
@@ -155,7 +159,7 @@ def __callback(
         return self.__drift
 
     def data_quality(self) -> Optional[DataQuality]:
-        """Get data quality metrics about the current dataset
+        """Get data quality metrics about the actual dataset
 
         :return: The `DataQuality` if exists
         """
@@ -196,6 +200,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__data_metrics = None
+            case JobStatus.MISSING_CURRENT:
+                self.__data_metrics = None
             case JobStatus.SUCCEEDED:
                 if self.__data_metrics is None:
                     _, metrics = invoke(
@@ -218,7 +224,7 @@ def __callback(
         return self.__data_metrics
 
     def model_quality(self) -> Optional[ModelQuality]:
-        """Get model quality metrics about the current dataset
+        """Get model quality metrics about the actual dataset
 
         :return: The `ModelQuality` if exists
         """
@@ -266,6 +272,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__model_metrics = None
+            case JobStatus.MISSING_CURRENT:
+                self.__model_metrics = None
             case JobStatus.SUCCEEDED:
                 if self.__model_metrics is None:
                     _, metrics = invoke(

sdk/radicalbit_platform_sdk/apis/model_reference_dataset.py

@@ -53,7 +53,7 @@ def status(self) -> str:
         return self.__status
 
     def statistics(self) -> Optional[DatasetStats]:
-        """Get statistics about the current dataset
+        """Get statistics about the actual dataset
 
         :return: The `DatasetStats` if exists
         """
@@ -78,6 +78,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__statistics = None
+            case JobStatus.MISSING_REFERENCE:
+                self.__statistics = None
             case JobStatus.SUCCEEDED:
                 if self.__statistics is None:
                     _, stats = invoke(
@@ -100,7 +102,7 @@ def __callback(
         return self.__statistics
 
     def data_quality(self) -> Optional[DataQuality]:
-        """Get data quality metrics about the current dataset
+        """Get data quality metrics about the actual dataset
 
         :return: The `DataQuality` if exists
         """
@@ -141,6 +143,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__data_metrics = None
+            case JobStatus.MISSING_REFERENCE:
+                self.__data_metrics = None
             case JobStatus.SUCCEEDED:
                 if self.__data_metrics is None:
                     _, metrics = invoke(
@@ -163,7 +167,7 @@ def __callback(
         return self.__data_metrics
 
     def model_quality(self) -> Optional[ModelQuality]:
-        """Get model quality metrics about the current dataset
+        """Get model quality metrics about the actual dataset
 
         :return: The `ModelQuality` if exists
         """
@@ -211,6 +215,8 @@ def __callback(
         match self.__status:
             case JobStatus.ERROR:
                 self.__model_metrics = None
+            case JobStatus.MISSING_REFERENCE:
+                self.__model_metrics = None
             case JobStatus.SUCCEEDED:
                 if self.__model_metrics is None:
                     _, metrics = invoke(

sdk/radicalbit_platform_sdk/models/dataset_drift.py

@@ -8,6 +8,7 @@
 class DriftAlgorithm(str, Enum):
     KS = 'KS'
     CHI2 = 'CHI2'
+    PSI = 'PSI'
 
 
 class FeatureDriftCalculation(BaseModel):

sdk/radicalbit_platform_sdk/models/job_status.py

@@ -5,3 +5,5 @@ class JobStatus(str, Enum):
     IMPORTING = 'IMPORTING'
     SUCCEEDED = 'SUCCEEDED'
     ERROR = 'ERROR'
+    MISSING_REFERENCE = 'MISSING_REFERENCE'
+    MISSING_CURRENT = 'MISSING_CURRENT'

sdk/radicalbit_platform_sdk/models/model_definition.py

@@ -32,14 +32,14 @@ class BaseModelDefinition(BaseModel):
         name: The name of the model.
         description: An optional description to explain something about the model.
         model_type: The type of the model
-        data_type: It explanin the data type used by the model
+        data_type: It explains the data type used by the model
         granularity: The window used to calculate aggregated metrics
         features: A list column representing the features set
-        outputs: An OutputType definition to explaing the output of the model
+        outputs: An OutputType definition to explain the output of the model
         target: The column used to represent model's target
-        timestamp: The column used to store the when prediction was done
+        timestamp: The column used to store when prediction was done
         frameworks: An optional field to describe the frameworks used by the model
-        algorithm: An optional field to ecplane the algorithm used by the model
+        algorithm: An optional field to explain the algorithm used by the model
 
     """