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Platform For AI:LLM-LaTeX Remove Comments (DLC)

Last Updated:Nov 20, 2024

You can use the LLM-LaTeX Remove Comments (DLC) component to process TeX text data. The component removes the comments in LaTeX text. The input Object Storage Service (OSS) data file must be in the JSON Lines format. Each line in the file is a valid JSON object, but the file as a whole is not a valid JSON object. You can click here to view an example.

Supported computing resources

DLC

Algorithm

This component removes strings that match specific regular expressions. The following table describes the regular expressions.

Comment type

Regular expression

Comment lines

r'(?m)^%.*\n?'

Inline comments

r'[^\\]%.+$'

This component extracts all strings that match the preceding regular expression and replaces the strings with an empty string. Example:

Before processing

image

After processing

image

Configure the component

Configure the parameters of the LLM-LaTeX Remove Comments (DLC) component on the pipeline page of Machine Learning Designer in the Platform for AI (PAI) console. The following table describes the parameters.

Tab

Parameter

Required

Description

Default value

Fields Setting

Target Process Field

Yes

The name of the field that you want to process.

No default value

Whether remove all line comments

No

Specifies whether to remove all comment lines.

Selected

Whether remove all in comments within a line

No

Specifies whether to remove all in comments within a line.

Selected

OSS Directory for Saving OutputData

No

The OSS directory in which the generated data is stored. If you do not specify this parameter, the default path of the workspace is used.

No default value

Tuning

Number of Processes

No

The number of processes.

8

Select Resource Group

Public Resource Group

No

The instance type (CPU or GPU), number of instances, and a virtual private cloud (VPC) that you want to use.

No default value

Dedicated resource group

No

The number of vCPUs, memory, shared memory, number of GPUs, and number of instances that you want to use.

No default value

Maximum Running Duration (seconds)

No

The maximum period of time the component can run. If this period of time is exceeded, the job is terminated.

No default value