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Unified log acquisition device based on big data

A collection device and big data technology, applied in the direction of electrical digital data processing, digital data information retrieval, special data processing applications, etc., can solve problems such as poor collection performance and scalability, poor real-time performance, and simple data processing methods

Pending Publication Date: 2022-03-22
INFORMATION & COMM COMPANY OF QINGHAI ELECTRIC POWER +3
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The existing collection methods have poor collection performance and scalability, simple data processing methods, and cannot hot-update the processing strategy. The real-time performance is poor, and it is impossible to decide whether to collect logs in full according to the user's own needs, which wastes storage space

Method used

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  • Unified log acquisition device based on big data
  • Unified log acquisition device based on big data
  • Unified log acquisition device based on big data

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Embodiment Construction

[0021] The present invention will be further described below in conjunction with the accompanying drawings.

[0022] according to Figure 2-3 As shown: the present invention proposes a unified log collection device based on big data, which is realized in this way. The present invention proposes a log unified collection device based on big data, including a remote data collection module, a dependency policy configuration module, and a data preprocessing module , the remote data acquisition module, the dependent policy configuration module, and the data preprocessing module form mutual data interaction, collect and sort the data, and display it through the big data display module;

[0023] The dependent policy configuration module: this module uses regular expressions as the main log policy definition method, and uses the json form as the carrier of the configuration content for storage and transmission;

[0024] The remote data acquisition module: a host and the logs generated...

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Abstract

The invention provides a log unified collection device based on big data, and belongs to the field of data collection. Comprising a remote data acquisition module, a dependency strategy configuration module and a data preprocessing module, mutual data interaction is formed among the remote data acquisition module, the dependency strategy configuration module and the data preprocessing module, data is acquired and sorted, a big data display module is used for displaying, and logs are acquired in a targeted manner through the device. According to the method, the collection efficiency is improved, the storage pressure of each log platform is relieved, meanwhile, the real-time updating capacity of each module strategy is improved through strategy configuration, sharing and plug-and-play of collection models are achieved through a strategy configuration function, and real-time preprocessing and real-time storage of data standardization are achieved through a data preprocessing function.

Description

technical field [0001] The invention provides a log unified collection device based on big data, which belongs to the field of data collection. Background technique [0002] Traditional big data systems such as Hadoop's Chukwa, Apache's Flume, etc. Take Flume as an example. Flume is a highly available, highly reliable, and distributed massive log collection, aggregation, and transmission system. Flume supports customizing various data senders in the log system to collect data. At the same time, Flume provides The ability to simply process data and write to various data receivers (such as text, HDFS, HBase, etc.). [0003] The core of Flume is to collect data from the data source (Source), and then send the collected data to the specified destination (Smk). [0004] Flume's data flow is run through by events. Event is the basic data unit of Flume. It carries log data (in the form of byte array) and carries header information. These Events are generated by the Source outsid...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/34G06F16/172G06F16/18G06F16/178
CPCG06F11/3476G06F16/1815G06F16/172G06F16/178
Inventor 张宇杨莉莉隆文喜韩珺马国雷李楠芳袁学斌李宗容
Owner INFORMATION & COMM COMPANY OF QINGHAI ELECTRIC POWER
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