AnalyzeImage¶
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class
AnalyzeImage.
AnalyzeImage
(concurrency=1, concurrentTimeout=100.0, details=None, errorCol=None, handler=None, imageBytes=None, imageUrl=None, language=None, outputCol=None, subscriptionKey=None, timeout=60.0, url=None, visualFeatures=None)[source]¶ 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)
- details (object) – what visual feature types to return
- errorCol (str) – column to hold http errors (default: [self.uid]_error)
- handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))
- imageBytes (object) – bytestream of the image to use
- imageUrl (object) – the url of the image to use
- language (object) – the language of the response (en if none given) (default: ServiceParamData(None,Some(en)))
- outputCol (str) – The name of the output column (default: [self.uid]_output)
- 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
- visualFeatures (object) – what visual feature types to return
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getConcurrentTimeout
()[source]¶ Returns: max number seconds to wait on futures if concurrency >= 1 (default: 100.0) Return type: double
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getErrorCol
()[source]¶ Returns: column to hold http errors (default: [self.uid]_error) Return type: str
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getHandler
()[source]¶ Returns: Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None)) Return type: object
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getLanguage
()[source]¶ Returns: the language of the response (en if none given) (default: ServiceParamData(None,Some(en))) Return type: object
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getOutputCol
()[source]¶ Returns: The name of the output column (default: [self.uid]_output) Return type: str
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getTimeout
()[source]¶ Returns: number of seconds to wait before closing the connection (default: 60.0) Return type: double
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setConcurrency
(value)[source]¶ Parameters: concurrency (int) – max number of concurrent calls (default: 1)
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setConcurrentTimeout
(value)[source]¶ Parameters: concurrentTimeout (double) – max number seconds to wait on futures if concurrency >= 1 (default: 100.0)
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setErrorCol
(value)[source]¶ Parameters: errorCol (str) – column to hold http errors (default: [self.uid]_error)
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setHandler
(value)[source]¶ Parameters: handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))
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setLanguage
(value)[source]¶ Parameters: language (object) – the language of the response (en if none given) (default: ServiceParamData(None,Some(en)))
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setLanguageCol
(value)[source]¶ Parameters: language (object) – the language of the response (en if none given) (default: ServiceParamData(None,Some(en)))
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setOutputCol
(value)[source]¶ Parameters: outputCol (str) – The name of the output column (default: [self.uid]_output)
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setParams
(concurrency=1, concurrentTimeout=100.0, details=None, errorCol=None, handler=None, imageBytes=None, imageUrl=None, language=None, outputCol=None, subscriptionKey=None, timeout=60.0, url=None, visualFeatures=None)[source]¶ 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)
- details (object) – what visual feature types to return
- errorCol (str) – column to hold http errors (default: [self.uid]_error)
- handler (object) – Which strategy to use when handling requests (default: UserDefinedFunction(<function2>,StringType,None))
- imageBytes (object) – bytestream of the image to use
- imageUrl (object) – the url of the image to use
- language (object) – the language of the response (en if none given) (default: ServiceParamData(None,Some(en)))
- outputCol (str) – The name of the output column (default: [self.uid]_output)
- 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
- visualFeatures (object) – what visual feature types to return
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setTimeout
(value)[source]¶ Parameters: timeout (double) – number of seconds to wait before closing the connection (default: 60.0)