GoogleCloudMlV1PredictionInput class

Represents input parameters for a prediction job.


GoogleCloudMlV1PredictionInput.fromJson(Map _json)


batchSize String
Optional. Number of records per batch, defaults to 64. The service will buffer batch_size number of records in memory before invoking one Tensorflow prediction call internally. So take the record size and memory available into consideration when setting this parameter.
read / write
dataFormat String
Required. The format of the input data files. Possible string values are: [...]
read / write
hashCode int
The hash code for this object. [...]
read-only, inherited
inputPaths List<String>
Required. The Cloud Storage location of the input data files. May contain wildcards.
read / write
maxWorkerCount String
Optional. The maximum number of workers to be used for parallel processing. Defaults to 10 if not specified.
read / write
modelName String
Use this field if you want to use the default version for the specified model. The string must use the following format: "projects/YOUR_PROJECT/models/YOUR_MODEL"
read / write
outputDataFormat String
Optional. Format of the output data files, defaults to JSON. Possible string values are: [...]
read / write
outputPath String
Required. The output Google Cloud Storage location.
read / write
region String
Required. The Google Compute Engine region to run the prediction job in. See the available regions for AI Platform services.
read / write
runtimeType Type
A representation of the runtime type of the object.
read-only, inherited
runtimeVersion String
Optional. The AI Platform runtime version to use for this batch prediction. If not set, AI Platform will pick the runtime version used during the CreateVersion request for this model version, or choose the latest stable version when model version information is not available such as when the model is specified by uri.
read / write
signatureName String
Optional. The name of the signature defined in the SavedModel to use for this job. Please refer to SavedModel for information about how to use signatures. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY , which is "serving_default".
read / write
uri String
Use this field if you want to specify a Google Cloud Storage path for the model to use.
read / write
versionName String
Use this field if you want to specify a version of the model to use. The string is formatted the same way as model_version, with the addition of the version information: "projects/YOUR_PROJECT/models/YOUR_MODEL/versions/YOUR_VERSION"
read / write


noSuchMethod(Invocation invocation) → dynamic
Invoked when a non-existent method or property is accessed. [...]
toJson() Map<String, Object>
toString() String
Returns a string representation of this object.


operator ==(Object other) bool
The equality operator. [...]