VerifyFaces

class VerifyFaces.VerifyFaces(concurrency=1, concurrentTimeout=100.0, errorCol=None, faceId=None, faceId1=None, faceId2=None, handler=None, largePersonGroupId=None, outputCol=None, personGroupId=None, personId=None, subscriptionKey=None, timeout=60.0, url=None)

Bases: mmlspark.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters:

• concurrency (int) – max number of concurrent calls (default: 1)
• concurrentTimeout (double) – max number seconds to wait on futures if concurrency >= 1 (default: 100.0)
• errorCol (str) – column to hold http errors (default: [self.uid]_error)
• faceId (object) – faceId of the face, comes from Face - Detect.
• faceId1 (object) – faceId of one face, comes from Face - Detect.
• faceId2 (object) – faceId of another face, comes from Face - Detect.
• handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))
• largePersonGroupId (object) – Using existing largePersonGroupId and personId for fast ading a specified person. largePersonGroupId is created in LargePersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.
• outputCol (str) – The name of the output column (default: [self.uid]_output)
• personGroupId (object) – Using existing personGroupId and personId for fast loading a specified person. personGroupId is created in PersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.
• personId (object) – Specify a certain person in a person group or a large person group. personId is created in PersonGroup Person - Create or LargePersonGroup Person - Create.
• subscriptionKey (object) – the API key to use
• timeout (double) – number of seconds to wait before closing the connection (default: 60.0)
• url (str) – Url of the service

getConcurrency()

Returns:max number of concurrent calls (default: 1) Return type:int

getConcurrentTimeout()

Returns:max number seconds to wait on futures if concurrency >= 1 (default: 100.0) Return type:double

getErrorCol()

Returns:column to hold http errors (default: [self.uid]_error) Return type:str

getFaceId()

Returns:faceId of the face, comes from Face - Detect. Return type:object

getFaceId1()

Returns:faceId of one face, comes from Face - Detect. Return type:object

getFaceId2()

Returns:faceId of another face, comes from Face - Detect. Return type:object

getHandler()

Returns:Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None)) Return type:object

static getJavaPackage()

Returns package name String.

getLargePersonGroupId()

Returns:Using existing largePersonGroupId and personId for fast ading a specified person. largePersonGroupId is created in LargePersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time. Return type:object

getOutputCol()

Returns:The name of the output column (default: [self.uid]_output) Return type:str

getPersonGroupId()

Returns:Using existing personGroupId and personId for fast loading a specified person. personGroupId is created in PersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time. Return type:object

getPersonId()

Returns:Specify a certain person in a person group or a large person group. personId is created in PersonGroup Person - Create or LargePersonGroup Person - Create. Return type:object

getSubscriptionKey()

Returns:the API key to use Return type:object

getTimeout()

Returns:number of seconds to wait before closing the connection (default: 60.0) Return type:double

getUrl()

Returns:Url of the service Return type:str

classmethod read()

Returns an MLReader instance for this class.

setConcurrency(value)

Parameters:concurrency (int) – max number of concurrent calls (default: 1)

setConcurrentTimeout(value)

Parameters:concurrentTimeout (double) – max number seconds to wait on futures if concurrency >= 1 (default: 100.0)

setErrorCol(value)

Parameters:errorCol (str) – column to hold http errors (default: [self.uid]_error)

setFaceId(value)

Parameters:faceId (object) – faceId of the face, comes from Face - Detect.

setFaceId1(value)

Parameters:faceId1 (object) – faceId of one face, comes from Face - Detect.

setFaceId1Col(value)

Parameters:faceId1 (object) – faceId of one face, comes from Face - Detect.

setFaceId2(value)

Parameters:faceId2 (object) – faceId of another face, comes from Face - Detect.

setFaceId2Col(value)

Parameters:faceId2 (object) – faceId of another face, comes from Face - Detect.

setFaceIdCol(value)

Parameters:faceId (object) – faceId of the face, comes from Face - Detect.

setHandler(value)

Parameters:handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))

setLargePersonGroupId(value)

Parameters:largePersonGroupId (object) – Using existing largePersonGroupId and personId for fast ading a specified person. largePersonGroupId is created in LargePersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.

setLargePersonGroupIdCol(value)

Parameters:largePersonGroupId (object) – Using existing largePersonGroupId and personId for fast ading a specified person. largePersonGroupId is created in LargePersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.

setOutputCol(value)

Parameters:outputCol (str) – The name of the output column (default: [self.uid]_output)

setParams(concurrency=1, concurrentTimeout=100.0, errorCol=None, faceId=None, faceId1=None, faceId2=None, handler=None, largePersonGroupId=None, outputCol=None, personGroupId=None, personId=None, subscriptionKey=None, timeout=60.0, url=None)

Set the (keyword only) parameters

Parameters:

• concurrency (int) – max number of concurrent calls (default: 1)
• concurrentTimeout (double) – max number seconds to wait on futures if concurrency >= 1 (default: 100.0)
• errorCol (str) – column to hold http errors (default: [self.uid]_error)
• faceId (object) – faceId of the face, comes from Face - Detect.
• faceId1 (object) – faceId of one face, comes from Face - Detect.
• faceId2 (object) – faceId of another face, comes from Face - Detect.
• handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))
• largePersonGroupId (object) – Using existing largePersonGroupId and personId for fast ading a specified person. largePersonGroupId is created in LargePersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.
• outputCol (str) – The name of the output column (default: [self.uid]_output)
• personGroupId (object) – Using existing personGroupId and personId for fast loading a specified person. personGroupId is created in PersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.
• personId (object) – Specify a certain person in a person group or a large person group. personId is created in PersonGroup Person - Create or LargePersonGroup Person - Create.
• subscriptionKey (object) – the API key to use
• timeout (double) – number of seconds to wait before closing the connection (default: 60.0)
• url (str) – Url of the service

setPersonGroupId(value)

Parameters:personGroupId (object) – Using existing personGroupId and personId for fast loading a specified person. personGroupId is created in PersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.

setPersonGroupIdCol(value)

Parameters:personGroupId (object) – Using existing personGroupId and personId for fast loading a specified person. personGroupId is created in PersonGroup - Create. Parameter personGroupId and largePersonGroupId should not be provided at the same time.

setPersonId(value)

Parameters:personId (object) – Specify a certain person in a person group or a large person group. personId is created in PersonGroup Person - Create or LargePersonGroup Person - Create.

setPersonIdCol(value)

Parameters:personId (object) – Specify a certain person in a person group or a large person group. personId is created in PersonGroup Person - Create or LargePersonGroup Person - Create.

setSubscriptionKey(value)

Parameters:subscriptionKey (object) – the API key to use

setSubscriptionKeyCol(value)

Parameters:subscriptionKey (object) – the API key to use

setTimeout(value)

Parameters:timeout (double) – number of seconds to wait before closing the connection (default: 60.0)

setUrl(value)

Parameters:url (str) – Url of the service