synapse.ml.cognitive.translate package

Submodules

synapse.ml.cognitive.translate.BreakSentence module

class synapse.ml.cognitive.translate.BreakSentence.BreakSentence(java_obj=None, AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='BreakSentence_ac32cd123263_error', handler=None, language=None, languageCol=None, outputCol='BreakSentence_ac32cd123263_output', script=None, scriptCol=None, subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
handler¶ (object) – Which strategy to use when handling requests
language¶ (object) – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.
outputCol¶ (str) – The name of the output column
script¶ (object) – Script tag identifying the script used by the input text. If a script is not specified, the default script of the language will be assumed.
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
text¶ (object) – the string to translate
timeout¶ (float) – number of seconds to wait before closing the connection
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

static getJavaPackage()[source]: Returns package name String.

getLanguage()[source]

Returns: Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.
Return type: language

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getScript()[source]

Returns: Script tag identifying the script used by the input text. If a script is not specified, the default script of the language will be assumed.
Return type: script

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getText()[source]

Returns: the string to translate
Return type: text

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

language = Param(parent='undefined', name='language', doc='ServiceParam: Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

classmethod read()[source]: Returns an MLReader instance for this class.

script = Param(parent='undefined', name='script', doc='ServiceParam: Script tag identifying the script used by the input text. If a script is not specified, the default script of the language will be assumed.')

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setLanguage(value)[source]

Parameters: language¶ – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.

setLanguageCol(value)[source]

Parameters: language¶ – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='BreakSentence_ac32cd123263_error', handler=None, language=None, languageCol=None, outputCol='BreakSentence_ac32cd123263_output', script=None, scriptCol=None, subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, url=None)[source]: Set the (keyword only) parameters

setScript(value)[source]

Parameters: script¶ – Script tag identifying the script used by the input text. If a script is not specified, the default script of the language will be assumed.

setScriptCol(value)[source]

Parameters: script¶ – Script tag identifying the script used by the input text. If a script is not specified, the default script of the language will be assumed.

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setText(value)[source]

Parameters: text¶ – the string to translate

setTextCol(value)[source]

Parameters: text¶ – the string to translate

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

text = Param(parent='undefined', name='text', doc='ServiceParam: the string to translate')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.Detect module

class synapse.ml.cognitive.translate.Detect.Detect(java_obj=None, AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='Detect_3ef2f4a0b5af_error', handler=None, outputCol='Detect_3ef2f4a0b5af_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
handler¶ (object) – Which strategy to use when handling requests
outputCol¶ (str) – The name of the output column
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
text¶ (object) – the string to translate
timeout¶ (float) – number of seconds to wait before closing the connection
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

static getJavaPackage()[source]: Returns package name String.

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getText()[source]

Returns: the string to translate
Return type: text

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

classmethod read()[source]: Returns an MLReader instance for this class.

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='Detect_3ef2f4a0b5af_error', handler=None, outputCol='Detect_3ef2f4a0b5af_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, url=None)[source]: Set the (keyword only) parameters

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setText(value)[source]

Parameters: text¶ – the string to translate

setTextCol(value)[source]

Parameters: text¶ – the string to translate

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

text = Param(parent='undefined', name='text', doc='ServiceParam: the string to translate')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.DictionaryExamples module

class synapse.ml.cognitive.translate.DictionaryExamples.DictionaryExamples(java_obj=None, AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='DictionaryExamples_40b01f5db1cc_error', fromLanguage=None, fromLanguageCol=None, handler=None, outputCol='DictionaryExamples_40b01f5db1cc_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, textAndTranslation=None, textAndTranslationCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
fromLanguage¶ (object) – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.
handler¶ (object) – Which strategy to use when handling requests
outputCol¶ (str) – The name of the output column
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
textAndTranslation¶ (object) – A string specifying the translated text previously returned by the Dictionary lookup operation.
timeout¶ (float) – number of seconds to wait before closing the connection
toLanguage¶ (object) – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

fromLanguage = Param(parent='undefined', name='fromLanguage', doc='ServiceParam: Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getFromLanguage()[source]

Returns: Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.
Return type: fromLanguage

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

static getJavaPackage()[source]: Returns package name String.

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getTextAndTranslation()[source]

Returns: A string specifying the translated text previously returned by the Dictionary lookup operation.
Return type: textAndTranslation

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getToLanguage()[source]

Returns: Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.
Return type: toLanguage

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

classmethod read()[source]: Returns an MLReader instance for this class.

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setFromLanguage(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.

setFromLanguageCol(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='DictionaryExamples_40b01f5db1cc_error', fromLanguage=None, fromLanguageCol=None, handler=None, outputCol='DictionaryExamples_40b01f5db1cc_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, textAndTranslation=None, textAndTranslationCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, url=None)[source]: Set the (keyword only) parameters

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setTextAndTranslation(value)[source]

Parameters: textAndTranslation¶ – A string specifying the translated text previously returned by the Dictionary lookup operation.

setTextAndTranslationCol(value)[source]

Parameters: textAndTranslation¶ – A string specifying the translated text previously returned by the Dictionary lookup operation.

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setToLanguage(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.

setToLanguageCol(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

textAndTranslation = Param(parent='undefined', name='textAndTranslation', doc='ServiceParam: A string specifying the translated text previously returned by the Dictionary lookup operation.')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

toLanguage = Param(parent='undefined', name='toLanguage', doc='ServiceParam: Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.DictionaryLookup module

class synapse.ml.cognitive.translate.DictionaryLookup.DictionaryLookup(java_obj=None, AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='DictionaryLookup_330fdc843191_error', fromLanguage=None, fromLanguageCol=None, handler=None, outputCol='DictionaryLookup_330fdc843191_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
fromLanguage¶ (object) – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.
handler¶ (object) – Which strategy to use when handling requests
outputCol¶ (str) – The name of the output column
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
text¶ (object) – the string to translate
timeout¶ (float) – number of seconds to wait before closing the connection
toLanguage¶ (object) – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

fromLanguage = Param(parent='undefined', name='fromLanguage', doc='ServiceParam: Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getFromLanguage()[source]

Returns: Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.
Return type: fromLanguage

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

static getJavaPackage()[source]: Returns package name String.

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getText()[source]

Returns: the string to translate
Return type: text

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getToLanguage()[source]

Returns: Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.
Return type: toLanguage

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

classmethod read()[source]: Returns an MLReader instance for this class.

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setFromLanguage(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.

setFromLanguageCol(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. The source language must be one of the supported languages included in the dictionary scope.

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='DictionaryLookup_330fdc843191_error', fromLanguage=None, fromLanguageCol=None, handler=None, outputCol='DictionaryLookup_330fdc843191_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, url=None)[source]: Set the (keyword only) parameters

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setText(value)[source]

Parameters: text¶ – the string to translate

setTextCol(value)[source]

Parameters: text¶ – the string to translate

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setToLanguage(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.

setToLanguageCol(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

text = Param(parent='undefined', name='text', doc='ServiceParam: the string to translate')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

toLanguage = Param(parent='undefined', name='toLanguage', doc='ServiceParam: Specifies the language of the output text. The target language must be one of the supported languages included in the dictionary scope.')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.DocumentTranslator module

class synapse.ml.cognitive.translate.DocumentTranslator.DocumentTranslator(java_obj=None, AADToken=None, AADTokenCol=None, backoffs=[100, 500, 1000], concurrency=1, concurrentTimeout=None, errorCol='DocumentTranslator_a6f875f3eb65_error', filterPrefix=None, filterPrefixCol=None, filterSuffix=None, filterSuffixCol=None, initialPollingDelay=300, maxPollingRetries=1000, outputCol='DocumentTranslator_a6f875f3eb65_output', pollingDelay=300, serviceName=None, sourceLanguage=None, sourceLanguageCol=None, sourceStorageSource=None, sourceStorageSourceCol=None, sourceUrl=None, sourceUrlCol=None, storageType=None, storageTypeCol=None, subscriptionKey=None, subscriptionKeyCol=None, suppressMaxRetriesException=False, targets=None, targetsCol=None, timeout=60.0, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
backoffs¶ (list) – array of backoffs to use in the handler
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
filterPrefix¶ (object) – A case-sensitive prefix string to filter documents in the source path for translation. For example, when using an Azure storage blob Uri, use the prefix to restrict sub folders for translation.
filterSuffix¶ (object) – A case-sensitive suffix string to filter documents in the source path for translation. This is most often use for file extensions.
initialPollingDelay¶ (int) – number of milliseconds to wait before first poll for result
maxPollingRetries¶ (int) – number of times to poll
outputCol¶ (str) – The name of the output column
pollingDelay¶ (int) – number of milliseconds to wait between polling
serviceName¶ (str) –
sourceLanguage¶ (object) – Language code. If none is specified, we will perform auto detect on the document.
sourceStorageSource¶ (object) – Storage source of source input.
sourceUrl¶ (object) – Location of the folder / container or single file with your documents.
storageType¶ (object) – Storage type of the input documents source string. Required for single document translation only.
subscriptionKey¶ (object) – the API key to use
suppressMaxRetriesException¶ (bool) – set true to suppress the maxumimum retries exception and report in the error column
targets¶ (object) – Destination for the finished translated documents.
timeout¶ (float) – number of seconds to wait before closing the connection
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

backoffs = Param(parent='undefined', name='backoffs', doc='array of backoffs to use in the handler')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

filterPrefix = Param(parent='undefined', name='filterPrefix', doc='ServiceParam: A case-sensitive prefix string to filter documents in the source path for translation. For example, when using an Azure storage blob Uri, use the prefix to restrict sub folders for translation.')

filterSuffix = Param(parent='undefined', name='filterSuffix', doc='ServiceParam: A case-sensitive suffix string to filter documents in the source path for translation. This is most often use for file extensions.')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getBackoffs()[source]

Returns: array of backoffs to use in the handler
Return type: backoffs

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getFilterPrefix()[source]

Returns: A case-sensitive prefix string to filter documents in the source path for translation. For example, when using an Azure storage blob Uri, use the prefix to restrict sub folders for translation.
Return type: filterPrefix

getFilterSuffix()[source]

Returns: A case-sensitive suffix string to filter documents in the source path for translation. This is most often use for file extensions.
Return type: filterSuffix

getInitialPollingDelay()[source]

Returns: number of milliseconds to wait before first poll for result
Return type: initialPollingDelay

static getJavaPackage()[source]: Returns package name String.

getMaxPollingRetries()[source]

Returns: number of times to poll
Return type: maxPollingRetries

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getPollingDelay()[source]

Returns: number of milliseconds to wait between polling
Return type: pollingDelay

getServiceName()[source]

Returns
Return type: serviceName

getSourceLanguage()[source]

Returns: Language code. If none is specified, we will perform auto detect on the document.
Return type: sourceLanguage

getSourceStorageSource()[source]

Returns: Storage source of source input.
Return type: sourceStorageSource

getSourceUrl()[source]

Returns: Location of the folder / container or single file with your documents.
Return type: sourceUrl

getStorageType()[source]

Returns: Storage type of the input documents source string. Required for single document translation only.
Return type: storageType

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSuppressMaxRetriesException()[source]

Returns: set true to suppress the maxumimum retries exception and report in the error column
Return type: suppressMaxRetriesException

getTargets()[source]

Returns: Destination for the finished translated documents.
Return type: targets

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getUrl()[source]

Returns: Url of the service
Return type: url

initialPollingDelay = Param(parent='undefined', name='initialPollingDelay', doc='number of milliseconds to wait before first poll for result')

maxPollingRetries = Param(parent='undefined', name='maxPollingRetries', doc='number of times to poll')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

pollingDelay = Param(parent='undefined', name='pollingDelay', doc='number of milliseconds to wait between polling')

classmethod read()[source]: Returns an MLReader instance for this class.

serviceName = Param(parent='undefined', name='serviceName', doc='')

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setBackoffs(value)[source]

Parameters: backoffs¶ – array of backoffs to use in the handler

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setFilterPrefix(value)[source]

Parameters: filterPrefix¶ – A case-sensitive prefix string to filter documents in the source path for translation. For example, when using an Azure storage blob Uri, use the prefix to restrict sub folders for translation.

setFilterPrefixCol(value)[source]

Parameters: filterPrefix¶ – A case-sensitive prefix string to filter documents in the source path for translation. For example, when using an Azure storage blob Uri, use the prefix to restrict sub folders for translation.

setFilterSuffix(value)[source]

Parameters: filterSuffix¶ – A case-sensitive suffix string to filter documents in the source path for translation. This is most often use for file extensions.

setFilterSuffixCol(value)[source]

Parameters: filterSuffix¶ – A case-sensitive suffix string to filter documents in the source path for translation. This is most often use for file extensions.

setInitialPollingDelay(value)[source]

Parameters: initialPollingDelay¶ – number of milliseconds to wait before first poll for result

setLinkedService(value)[source]

setMaxPollingRetries(value)[source]

Parameters: maxPollingRetries¶ – number of times to poll

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, backoffs=[100, 500, 1000], concurrency=1, concurrentTimeout=None, errorCol='DocumentTranslator_a6f875f3eb65_error', filterPrefix=None, filterPrefixCol=None, filterSuffix=None, filterSuffixCol=None, initialPollingDelay=300, maxPollingRetries=1000, outputCol='DocumentTranslator_a6f875f3eb65_output', pollingDelay=300, serviceName=None, sourceLanguage=None, sourceLanguageCol=None, sourceStorageSource=None, sourceStorageSourceCol=None, sourceUrl=None, sourceUrlCol=None, storageType=None, storageTypeCol=None, subscriptionKey=None, subscriptionKeyCol=None, suppressMaxRetriesException=False, targets=None, targetsCol=None, timeout=60.0, url=None)[source]: Set the (keyword only) parameters

setPollingDelay(value)[source]

Parameters: pollingDelay¶ – number of milliseconds to wait between polling

setServiceName(value)[source]

Parameters: serviceName¶ –

setSourceLanguage(value)[source]

Parameters: sourceLanguage¶ – Language code. If none is specified, we will perform auto detect on the document.

setSourceLanguageCol(value)[source]

Parameters: sourceLanguage¶ – Language code. If none is specified, we will perform auto detect on the document.

setSourceStorageSource(value)[source]

Parameters: sourceStorageSource¶ – Storage source of source input.

setSourceStorageSourceCol(value)[source]

Parameters: sourceStorageSource¶ – Storage source of source input.

setSourceUrl(value)[source]

Parameters: sourceUrl¶ – Location of the folder / container or single file with your documents.

setSourceUrlCol(value)[source]

Parameters: sourceUrl¶ – Location of the folder / container or single file with your documents.

setStorageType(value)[source]

Parameters: storageType¶ – Storage type of the input documents source string. Required for single document translation only.

setStorageTypeCol(value)[source]

Parameters: storageType¶ – Storage type of the input documents source string. Required for single document translation only.

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSuppressMaxRetriesException(value)[source]

Parameters: suppressMaxRetriesException¶ – set true to suppress the maxumimum retries exception and report in the error column

setTargets(value)[source]

Parameters: targets¶ – Destination for the finished translated documents.

setTargetsCol(value)[source]

Parameters: targets¶ – Destination for the finished translated documents.

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setUrl(value)[source]

Parameters: url¶ – Url of the service

sourceLanguage = Param(parent='undefined', name='sourceLanguage', doc='ServiceParam: Language code. If none is specified, we will perform auto detect on the document.')

sourceStorageSource = Param(parent='undefined', name='sourceStorageSource', doc='ServiceParam: Storage source of source input.')

sourceUrl = Param(parent='undefined', name='sourceUrl', doc='ServiceParam: Location of the folder / container or single file with your documents.')

storageType = Param(parent='undefined', name='storageType', doc='ServiceParam: Storage type of the input documents source string. Required for single document translation only.')

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

suppressMaxRetriesException = Param(parent='undefined', name='suppressMaxRetriesException', doc='set true to suppress the maxumimum retries exception and report in the error column')

targets = Param(parent='undefined', name='targets', doc='ServiceParam: Destination for the finished translated documents.')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.Translate module

class synapse.ml.cognitive.translate.Translate.Translate(java_obj=None, AADToken=None, AADTokenCol=None, allowFallback=None, allowFallbackCol=None, category=None, categoryCol=None, concurrency=1, concurrentTimeout=None, errorCol='Translate_746836f4c9cb_error', fromLanguage=None, fromLanguageCol=None, fromScript=None, fromScriptCol=None, handler=None, includeAlignment=None, includeAlignmentCol=None, includeSentenceLength=None, includeSentenceLengthCol=None, outputCol='Translate_746836f4c9cb_output', profanityAction=None, profanityActionCol=None, profanityMarker=None, profanityMarkerCol=None, subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, suggestedFrom=None, suggestedFromCol=None, text=None, textCol=None, textType=None, textTypeCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, toScript=None, toScriptCol=None, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
allowFallback¶ (object) – Specifies that the service is allowed to fall back to a general system when a custom system does not exist.
category¶ (object) – A string specifying the category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Add the Category ID from your Custom Translator project details to this parameter to use your deployed customized system. Default value is: general.
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
fromLanguage¶ (object) – Specifies the language of the input text. Find which languages are available to translate from by looking up supported languages using the translation scope. If the from parameter is not specified, automatic language detection is applied to determine the source language. You must use the from parameter rather than autodetection when using the dynamic dictionary feature.
fromScript¶ (object) – Specifies the script of the input text.
handler¶ (object) – Which strategy to use when handling requests
includeAlignment¶ (object) – Specifies whether to include alignment projection from source text to translated text.
includeSentenceLength¶ (object) – Specifies whether to include sentence boundaries for the input text and the translated text.
outputCol¶ (str) – The name of the output column
profanityAction¶ (object) – Specifies how profanities should be treated in translations. Possible values are: NoAction (default), Marked or Deleted.
profanityMarker¶ (object) – Specifies how profanities should be marked in translations. Possible values are: Asterisk (default) or Tag.
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
suggestedFrom¶ (object) – Specifies a fallback language if the language of the input text can’t be identified. Language autodetection is applied when the from parameter is omitted. If detection fails, the suggestedFrom language will be assumed.
text¶ (object) – the string to translate
textType¶ (object) – Defines whether the text being translated is plain text or HTML text. Any HTML needs to be a well-formed, complete element. Possible values are: plain (default) or html.
timeout¶ (float) – number of seconds to wait before closing the connection
toLanguage¶ (object) – Specifies the language of the output text. The target language must be one of the supported languages included in the translation scope. For example, use to=de to translate to German. It’s possible to translate to multiple languages simultaneously by repeating the parameter in the query string. For example, use to=de and to=it to translate to German and Italian.
toScript¶ (object) – Specifies the script of the translated text.
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

allowFallback = Param(parent='undefined', name='allowFallback', doc='ServiceParam: Specifies that the service is allowed to fall back to a general system when a custom system does not exist. ')

category = Param(parent='undefined', name='category', doc='ServiceParam: A string specifying the category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Add the Category ID from your Custom Translator project details to this parameter to use your deployed customized system. Default value is: general.')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

fromLanguage = Param(parent='undefined', name='fromLanguage', doc='ServiceParam: Specifies the language of the input text. Find which languages are available to translate from by looking up supported languages using the translation scope. If the from parameter is not specified, automatic language detection is applied to determine the source language. You must use the from parameter rather than autodetection when using the dynamic dictionary feature.')

fromScript = Param(parent='undefined', name='fromScript', doc='ServiceParam: Specifies the script of the input text.')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getAllowFallback()[source]

Returns: Specifies that the service is allowed to fall back to a general system when a custom system does not exist.
Return type: allowFallback

getCategory()[source]

Returns: A string specifying the category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Add the Category ID from your Custom Translator project details to this parameter to use your deployed customized system. Default value is: general.
Return type: category

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getFromLanguage()[source]

Returns: Specifies the language of the input text. Find which languages are available to translate from by looking up supported languages using the translation scope. If the from parameter is not specified, automatic language detection is applied to determine the source language. You must use the from parameter rather than autodetection when using the dynamic dictionary feature.
Return type: fromLanguage

getFromScript()[source]

Returns: Specifies the script of the input text.
Return type: fromScript

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

getIncludeAlignment()[source]

Returns: Specifies whether to include alignment projection from source text to translated text.
Return type: includeAlignment

getIncludeSentenceLength()[source]

Returns: Specifies whether to include sentence boundaries for the input text and the translated text.
Return type: includeSentenceLength

static getJavaPackage()[source]: Returns package name String.

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getProfanityAction()[source]

Returns: Specifies how profanities should be treated in translations. Possible values are: NoAction (default), Marked or Deleted.
Return type: profanityAction

getProfanityMarker()[source]

Returns: Specifies how profanities should be marked in translations. Possible values are: Asterisk (default) or Tag.
Return type: profanityMarker

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getSuggestedFrom()[source]

Returns: Specifies a fallback language if the language of the input text can’t be identified. Language autodetection is applied when the from parameter is omitted. If detection fails, the suggestedFrom language will be assumed.
Return type: suggestedFrom

getText()[source]

Returns: the string to translate
Return type: text

getTextType()[source]

Returns: Defines whether the text being translated is plain text or HTML text. Any HTML needs to be a well-formed, complete element. Possible values are: plain (default) or html.
Return type: textType

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getToLanguage()[source]

Returns: Specifies the language of the output text. The target language must be one of the supported languages included in the translation scope. For example, use to=de to translate to German. It’s possible to translate to multiple languages simultaneously by repeating the parameter in the query string. For example, use to=de and to=it to translate to German and Italian.
Return type: toLanguage

getToScript()[source]

Returns: Specifies the script of the translated text.
Return type: toScript

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

includeAlignment = Param(parent='undefined', name='includeAlignment', doc='ServiceParam: Specifies whether to include alignment projection from source text to translated text.')

includeSentenceLength = Param(parent='undefined', name='includeSentenceLength', doc='ServiceParam: Specifies whether to include sentence boundaries for the input text and the translated text. ')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

profanityAction = Param(parent='undefined', name='profanityAction', doc='ServiceParam: Specifies how profanities should be treated in translations. Possible values are: NoAction (default), Marked or Deleted. ')

profanityMarker = Param(parent='undefined', name='profanityMarker', doc='ServiceParam: Specifies how profanities should be marked in translations. Possible values are: Asterisk (default) or Tag.')

classmethod read()[source]: Returns an MLReader instance for this class.

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAllowFallback(value)[source]

Parameters: allowFallback¶ – Specifies that the service is allowed to fall back to a general system when a custom system does not exist.

setAllowFallbackCol(value)[source]

Parameters: allowFallback¶ – Specifies that the service is allowed to fall back to a general system when a custom system does not exist.

setCategory(value)[source]

Parameters: category¶ – A string specifying the category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Add the Category ID from your Custom Translator project details to this parameter to use your deployed customized system. Default value is: general.

setCategoryCol(value)[source]

Parameters: category¶ – A string specifying the category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Add the Category ID from your Custom Translator project details to this parameter to use your deployed customized system. Default value is: general.

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setFromLanguage(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. Find which languages are available to translate from by looking up supported languages using the translation scope. If the from parameter is not specified, automatic language detection is applied to determine the source language. You must use the from parameter rather than autodetection when using the dynamic dictionary feature.

setFromLanguageCol(value)[source]

Parameters: fromLanguage¶ – Specifies the language of the input text. Find which languages are available to translate from by looking up supported languages using the translation scope. If the from parameter is not specified, automatic language detection is applied to determine the source language. You must use the from parameter rather than autodetection when using the dynamic dictionary feature.

setFromScript(value)[source]

Parameters: fromScript¶ – Specifies the script of the input text.

setFromScriptCol(value)[source]

Parameters: fromScript¶ – Specifies the script of the input text.

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setIncludeAlignment(value)[source]

Parameters: includeAlignment¶ – Specifies whether to include alignment projection from source text to translated text.

setIncludeAlignmentCol(value)[source]

Parameters: includeAlignment¶ – Specifies whether to include alignment projection from source text to translated text.

setIncludeSentenceLength(value)[source]

Parameters: includeSentenceLength¶ – Specifies whether to include sentence boundaries for the input text and the translated text.

setIncludeSentenceLengthCol(value)[source]

Parameters: includeSentenceLength¶ – Specifies whether to include sentence boundaries for the input text and the translated text.

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, allowFallback=None, allowFallbackCol=None, category=None, categoryCol=None, concurrency=1, concurrentTimeout=None, errorCol='Translate_746836f4c9cb_error', fromLanguage=None, fromLanguageCol=None, fromScript=None, fromScriptCol=None, handler=None, includeAlignment=None, includeAlignmentCol=None, includeSentenceLength=None, includeSentenceLengthCol=None, outputCol='Translate_746836f4c9cb_output', profanityAction=None, profanityActionCol=None, profanityMarker=None, profanityMarkerCol=None, subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, suggestedFrom=None, suggestedFromCol=None, text=None, textCol=None, textType=None, textTypeCol=None, timeout=60.0, toLanguage=None, toLanguageCol=None, toScript=None, toScriptCol=None, url=None)[source]: Set the (keyword only) parameters

setProfanityAction(value)[source]

Parameters: profanityAction¶ – Specifies how profanities should be treated in translations. Possible values are: NoAction (default), Marked or Deleted.

setProfanityActionCol(value)[source]

Parameters: profanityAction¶ – Specifies how profanities should be treated in translations. Possible values are: NoAction (default), Marked or Deleted.

setProfanityMarker(value)[source]

Parameters: profanityMarker¶ – Specifies how profanities should be marked in translations. Possible values are: Asterisk (default) or Tag.

setProfanityMarkerCol(value)[source]

Parameters: profanityMarker¶ – Specifies how profanities should be marked in translations. Possible values are: Asterisk (default) or Tag.

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSuggestedFrom(value)[source]

Parameters: suggestedFrom¶ – Specifies a fallback language if the language of the input text can’t be identified. Language autodetection is applied when the from parameter is omitted. If detection fails, the suggestedFrom language will be assumed.

setSuggestedFromCol(value)[source]

Parameters: suggestedFrom¶ – Specifies a fallback language if the language of the input text can’t be identified. Language autodetection is applied when the from parameter is omitted. If detection fails, the suggestedFrom language will be assumed.

setText(value)[source]

Parameters: text¶ – the string to translate

setTextCol(value)[source]

Parameters: text¶ – the string to translate

setTextType(value)[source]

Parameters: textType¶ – Defines whether the text being translated is plain text or HTML text. Any HTML needs to be a well-formed, complete element. Possible values are: plain (default) or html.

setTextTypeCol(value)[source]

Parameters: textType¶ – Defines whether the text being translated is plain text or HTML text. Any HTML needs to be a well-formed, complete element. Possible values are: plain (default) or html.

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setToLanguage(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the translation scope. For example, use to=de to translate to German. It’s possible to translate to multiple languages simultaneously by repeating the parameter in the query string. For example, use to=de and to=it to translate to German and Italian.

setToLanguageCol(value)[source]

Parameters: toLanguage¶ – Specifies the language of the output text. The target language must be one of the supported languages included in the translation scope. For example, use to=de to translate to German. It’s possible to translate to multiple languages simultaneously by repeating the parameter in the query string. For example, use to=de and to=it to translate to German and Italian.

setToScript(value)[source]

Parameters: toScript¶ – Specifies the script of the translated text.

setToScriptCol(value)[source]

Parameters: toScript¶ – Specifies the script of the translated text.

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

suggestedFrom = Param(parent='undefined', name='suggestedFrom', doc="ServiceParam: Specifies a fallback language if the language of the input text can't be identified. Language autodetection is applied when the from parameter is omitted. If detection fails, the suggestedFrom language will be assumed.")

text = Param(parent='undefined', name='text', doc='ServiceParam: the string to translate')

textType = Param(parent='undefined', name='textType', doc='ServiceParam: Defines whether the text being translated is plain text or HTML text. Any HTML needs to be a well-formed, complete element. Possible values are: plain (default) or html.')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

toLanguage = Param(parent='undefined', name='toLanguage', doc="ServiceParam: Specifies the language of the output text. The target language must be one of the supported languages included in the translation scope. For example, use to=de to translate to German. It's possible to translate to multiple languages simultaneously by repeating the parameter in the query string. For example, use to=de and to=it to translate to German and Italian.")

toScript = Param(parent='undefined', name='toScript', doc='ServiceParam: Specifies the script of the translated text.')

url = Param(parent='undefined', name='url', doc='Url of the service')

synapse.ml.cognitive.translate.Transliterate module

class synapse.ml.cognitive.translate.Transliterate.Transliterate(java_obj=None, AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='Transliterate_0bd5762da30f_error', fromScript=None, fromScriptCol=None, handler=None, language=None, languageCol=None, outputCol='Transliterate_0bd5762da30f_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, toScript=None, toScriptCol=None, url=None)[source]

Bases: synapse.ml.core.schema.Utils.ComplexParamsMixin, pyspark.ml.util.JavaMLReadable, pyspark.ml.util.JavaMLWritable, pyspark.ml.wrapper.JavaTransformer

Parameters

AADToken¶ (object) – AAD Token used for authentication
concurrency¶ (int) – max number of concurrent calls
concurrentTimeout¶ (float) – max number seconds to wait on futures if concurrency >= 1
errorCol¶ (str) – column to hold http errors
fromScript¶ (object) – Specifies the script of the input text.
handler¶ (object) – Which strategy to use when handling requests
language¶ (object) – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.
outputCol¶ (str) – The name of the output column
subscriptionKey¶ (object) – the API key to use
subscriptionRegion¶ (object) – the API region to use
text¶ (object) – the string to translate
timeout¶ (float) – number of seconds to wait before closing the connection
toScript¶ (object) – Specifies the script of the translated text.
url¶ (str) – Url of the service

AADToken = Param(parent='undefined', name='AADToken', doc='ServiceParam: AAD Token used for authentication')

concurrency = Param(parent='undefined', name='concurrency', doc='max number of concurrent calls')

concurrentTimeout = Param(parent='undefined', name='concurrentTimeout', doc='max number seconds to wait on futures if concurrency >= 1')

errorCol = Param(parent='undefined', name='errorCol', doc='column to hold http errors')

fromScript = Param(parent='undefined', name='fromScript', doc='ServiceParam: Specifies the script of the input text.')

getAADToken()[source]

Returns: AAD Token used for authentication
Return type: AADToken

getConcurrency()[source]

Returns: max number of concurrent calls
Return type: concurrency

getConcurrentTimeout()[source]

Returns: max number seconds to wait on futures if concurrency >= 1
Return type: concurrentTimeout

getErrorCol()[source]

Returns: column to hold http errors
Return type: errorCol

getFromScript()[source]

Returns: Specifies the script of the input text.
Return type: fromScript

getHandler()[source]

Returns: Which strategy to use when handling requests
Return type: handler

static getJavaPackage()[source]: Returns package name String.

getLanguage()[source]

Returns: Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.
Return type: language

getOutputCol()[source]

Returns: The name of the output column
Return type: outputCol

getSubscriptionKey()[source]

Returns: the API key to use
Return type: subscriptionKey

getSubscriptionRegion()[source]

Returns: the API region to use
Return type: subscriptionRegion

getText()[source]

Returns: the string to translate
Return type: text

getTimeout()[source]

Returns: number of seconds to wait before closing the connection
Return type: timeout

getToScript()[source]

Returns: Specifies the script of the translated text.
Return type: toScript

getUrl()[source]

Returns: Url of the service
Return type: url

handler = Param(parent='undefined', name='handler', doc='Which strategy to use when handling requests')

language = Param(parent='undefined', name='language', doc='ServiceParam: Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.')

outputCol = Param(parent='undefined', name='outputCol', doc='The name of the output column')

classmethod read()[source]: Returns an MLReader instance for this class.

setAADToken(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setAADTokenCol(value)[source]

Parameters: AADToken¶ – AAD Token used for authentication

setConcurrency(value)[source]

Parameters: concurrency¶ – max number of concurrent calls

setConcurrentTimeout(value)[source]

Parameters: concurrentTimeout¶ – max number seconds to wait on futures if concurrency >= 1

setCustomServiceName(value)[source]

setDefaultInternalEndpoint(value)[source]

setEndpoint(value)[source]

setErrorCol(value)[source]

Parameters: errorCol¶ – column to hold http errors

setFromScript(value)[source]

Parameters: fromScript¶ – Specifies the script of the input text.

setFromScriptCol(value)[source]

Parameters: fromScript¶ – Specifies the script of the input text.

setHandler(value)[source]

Parameters: handler¶ – Which strategy to use when handling requests

setLanguage(value)[source]

Parameters: language¶ – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.

setLanguageCol(value)[source]

Parameters: language¶ – Language tag identifying the language of the input text. If a code is not specified, automatic language detection will be applied.

setLinkedService(value)[source]

setLocation(value)[source]

setOutputCol(value)[source]

Parameters: outputCol¶ – The name of the output column

setParams(AADToken=None, AADTokenCol=None, concurrency=1, concurrentTimeout=None, errorCol='Transliterate_0bd5762da30f_error', fromScript=None, fromScriptCol=None, handler=None, language=None, languageCol=None, outputCol='Transliterate_0bd5762da30f_output', subscriptionKey=None, subscriptionKeyCol=None, subscriptionRegion=None, subscriptionRegionCol=None, text=None, textCol=None, timeout=60.0, toScript=None, toScriptCol=None, url=None)[source]: Set the (keyword only) parameters

setSubscriptionKey(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionKeyCol(value)[source]

Parameters: subscriptionKey¶ – the API key to use

setSubscriptionRegion(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setSubscriptionRegionCol(value)[source]

Parameters: subscriptionRegion¶ – the API region to use

setText(value)[source]

Parameters: text¶ – the string to translate

setTextCol(value)[source]

Parameters: text¶ – the string to translate

setTimeout(value)[source]

Parameters: timeout¶ – number of seconds to wait before closing the connection

setToScript(value)[source]

Parameters: toScript¶ – Specifies the script of the translated text.

setToScriptCol(value)[source]

Parameters: toScript¶ – Specifies the script of the translated text.

setUrl(value)[source]

Parameters: url¶ – Url of the service

subscriptionKey = Param(parent='undefined', name='subscriptionKey', doc='ServiceParam: the API key to use')

subscriptionRegion = Param(parent='undefined', name='subscriptionRegion', doc='ServiceParam: the API region to use')

text = Param(parent='undefined', name='text', doc='ServiceParam: the string to translate')

timeout = Param(parent='undefined', name='timeout', doc='number of seconds to wait before closing the connection')

toScript = Param(parent='undefined', name='toScript', doc='ServiceParam: Specifies the script of the translated text.')

url = Param(parent='undefined', name='url', doc='Url of the service')

Module contents

SynapseML is an ecosystem of tools aimed towards expanding the distributed computing framework Apache Spark in several new directions. SynapseML adds many deep learning and data science tools to the Spark ecosystem, including seamless integration of Spark Machine Learning pipelines with Microsoft Cognitive Toolkit (CNTK), LightGBM and OpenCV. These tools enable powerful and highly-scalable predictive and analytical models for a variety of datasources.

SynapseML also brings new networking capabilities to the Spark Ecosystem. With the HTTP on Spark project, users can embed any web service into their SparkML models. In this vein, SynapseML provides easy to use SparkML transformers for a wide variety of Microsoft Cognitive Services. For production grade deployment, the Spark Serving project enables high throughput, sub-millisecond latency web services, backed by your Spark cluster.

SynapseML requires Scala 2.12, Spark 3.0+, and Python 3.6+.