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Data processing method and device

A data processing and data technology, applied in the computer field, can solve problems such as the inability to meet a large number of data cleaning, and achieve the effect of improving efficiency and accuracy.

Active Publication Date: 2015-06-24
XIAMEN MEIYA PICO INFORMATION
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a data processing method and device to at least solve the problem in the prior art that manual methods or simple auxiliary tools cannot be used to clean a large amount of data in the process of data cleaning

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0033] A data processing method is provided in Embodiment 1 of the present invention, figure 1 An alternative flowchart showing the method, such as figure 1 As shown, the method includes the following steps:

[0034] S102. In response to the triggered data processing instruction, determine the rules required for data processing according to the data processing instruction, where the data processing instruction includes information for indicating the rules required for data processing;

[0035] Specifically, when the user needs to perform relevant processing operations on the data, a corresponding data processing instruction will be issued, and when the data processing instruction is received from the user, the information carried in the data processing instruction will be analyzed and identified to determine the user's The required data processing type, preferably, the user can perform the following processing operations on the data: data cleaning, data conversion or normaliz...

Embodiment 2

[0050] Based on the data processing method provided in Embodiment 1 above, a data processing device is provided in this preferred embodiment, figure 2 shows an optional structural block diagram of the device, such as figure 2 As shown, the device includes:

[0051] The response unit 20 is configured to respond to the triggered data processing instruction and determine the rules required for data processing according to the data processing instruction, wherein the data processing instruction includes information for indicating the rules required for data processing ;

[0052] Specifically, when the user needs to perform relevant processing operations on the data, a corresponding data processing instruction will be issued, and when the data processing instruction is received from the user, the information carried in the data processing instruction will be analyzed and identified to determine the user's The required data processing type, preferably, the user can perform the f...

Embodiment 3

[0064] Based on the data processing method provided in Embodiment 1 above, this embodiment provides another preferred implementation of a data processing device, which is mainly composed of the following five parts: device configuration module, rule service module, data input module, data processing module, and result data generation module.

[0065] Preferably, these five modules can be deployed jointly, or each can be deployed separately, except that there is only one device configuration module and rule service module in the device, and one or more than one of the remaining three modules can be deployed, five The modules are connected through the cache to form the device, specifically, Figure 4 shows a structural block diagram of an optional implementation of the device, in Figure 4 Among them, the device includes a plurality of data input modules, data processing modules, and result data generation modules that are jointly deployed to realize functions.

[0066] The fo...

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PUM

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Abstract

The invention discloses a data processing method and device. The data processing method comprises the steps of responding to a triggered data processing instruction, determining a rule needed by data processing according to the data processing instruction, responding to a triggered unit selection instruction, determining a unit needed by data processing, pouring data to be processed into a to-be-processed buffer queue of the determined unit needing using, carrying out corresponding processing on the data to be processed in the to-be-processed buffer queue according to the determined rule needed by data processing, storing the processed data in a result data temporary buffer queue, and outputting the processed data in the result data temporary buffer queue. The problem that in the data cleaning process, a manual mode or a simple auxiliary tool is used and can not meet the requirement for cleaning of a large amount of data in the prior art is solved, automation of cleaning of a large amount of data is achieved, and the data cleaning efficiency is improved.

Description

technical field [0001] The present invention relates to the field of computers, in particular to a data processing method and device. Background technique [0002] With the continuous development of information processing technology, various industries have established many computer information systems and accumulated a large amount of data. In order for the data to effectively support the daily operations and decision-making of the organization, the data is required to be reliable and accurately reflect the real world conditions. Data is the foundation of information, and good data quality is the basic condition for the effective application of various data analysis such as OLAP (Online Analytical Processing, Online Analytical Processing), data mining and so on. People often complain about "rich data but poor information". The reasons are, first, the lack of effective data analysis techniques, and second, the low quality of data, such as data input errors, different repres...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/215
Inventor 邱锋兴
Owner XIAMEN MEIYA PICO INFORMATION