Data processing method and system

A data processing system and data processing technology, applied in the field of data processing, can solve the problems of low efficiency and high conversion cost of model engineering, and achieve the effect of reducing conversion cost, providing model exploration efficiency, and facilitating optimization.

Active Publication Date: 2021-02-09
DATACANVAS LTD
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  • Abstract
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Problems solved by technology

[0003] The embodiment of the present invention provides a data processing method and system to solve the problem of high cost and low efficiency from the existing model exploration process to model engineering conversion

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Embodiment Construction

[0087] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0088] see figure 1 , figure 1 It is a flowchart of a data processing method provided by an embodiment of the present invention, and the data processing method is applied to a data analysis and processing system, such as figure 1 As shown, the data processing method includes the following steps:

[0089] Step 101, obtain the model exploration code corresponding to the preset format of the operator.

[0090] Among them, the model exploration code is ...

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Abstract

The invention provides a data processing method and system. The method comprises the steps of obtaining a model exploration code corresponding to a preset format of an operator; and converting the model exploration code into a workflow corresponding to engineering according to a preset format of an operator. According to the embodiment of the invention, the code is directly converted into the workflow corresponding to the model project through the preset format of the operator without recoding, debugging and publishing the code in the model exploration process, so that conversion cost is reduced, and model exploration efficiency is improved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a data processing method and system. Background technique [0002] Existing data processing models usually require data scientists to generate them through continuous model exploration. In the process of model exploration, data scientists need to write codes for model verification. However, the codes directly written in the existing model exploration process cannot be run in the production environment. These codes need to be disassembled into multiple operators, and then Recode, debug, and release to get a runnable operator, and then generate a workflow. Therefore, the conversion from the existing model exploration process to model engineering is costly and inefficient. Contents of the invention [0003] Embodiments of the present invention provide a data processing method and system to solve the problem of high cost and low efficiency in the conversion from t...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/51G06F11/36
CPCG06F8/51G06F11/3624G06F11/3664
Inventor 李维李学锋杨健方磊
Owner DATACANVAS LTD
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