- Accumulate
- Specify one or more column names to add to the output table. Use an asterisk (*) to specify all columns.
- Specify column names as strings enclosed in single quotes and separated by commas.
- Only column names are supported. Do not specify column IDs as integers (for example, 1, 4) or ranges (for example, [1:5]).
- Does not support BLOB or CLOB columns.
- ModelOutputTensor
- [Optional] Specify the model output tensor to use as a string.
- Default: 'logits'
- Use this element only when the output tensor of the model is different from 'logits'.
- ModelOutputFields
- [Optional] Specify additional output fields to include as strings enclosed in single quotes and separated by commas.
- Valid values:
- 'replaced_entities': Adds a column with details (JSON) for each replaced entity, including begin position, end position, score, text, and label. Example:
{"begin":109,"end":130,"text":"Quantum Analytics
LLC","entity":"COMPANYNAME","score":0.9395}
- 'logits': Adds a column with the logits (embeddings) calculated by the model.
- EntitiesToReplace
- [Optional] Specify the entity labels to replace as strings enclosed in single quotes and separated by commas.
- Default: All entity labels.
- With the 'NONE' aggregation strategy, BIO prefixes are present (for example, B-EMAIL).
- An error occurs if a specified label does not exist for the model.
- AggregationStrategy
- [Optional] Specify how tokens are grouped into entities.
- Valid values:
- 'NONE': Processes each token independently
- 'SIMPLE': Groups tokens by word
- 'FIRST': Uses the first token
- 'AVERAGE': Uses the average logits
- 'MAX': Uses the maximum logit
- Default: 'SIMPLE'
- AVERAGE, FIRST, and MAX require a word-aware tokenizer.
- ReplacementText
- [Optional] Specify the text used to replace detected entities as a string enclosed in single quotes. If not specified, the function replaces entities with their label from the model.
- To use this element, set ReplaceWithEntityName('false').
- ReplacedEntityInfoLength
- [Optional] Specify the maximum length, in characters, of the replaced_entities column.
- Default: 6000
- Enter an integer value from 1 to 32000.
- Applies only when OutputDetails is set to 'true'.
- EnableMemoryCheck
- [Optional] Specify whether to verify that sufficient native memory is available for large models.
- Valid values: 'true' or 'false'
- Default: 'true'
- IsDebug
- [Optional] When true, debug statements are added to a trace table that must be created beforehand. See Error Logs.
Only available with BYOM version 3.00.00.02 and later.
- Default: False
Unicode values are not supported in argument name-value pairs.