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Loose-coupling and high-expansibility burying-point-free data acquisition method based on Android

A collection method and expansibility technology, applied in the direction of database index, relational database, database model, etc., can solve the problem of not being provided, and achieve the effect of reducing server load, reducing development workload, and collecting data more efficiently

Pending Publication Date: 2022-03-08
SHANDONG ARTAPLAY INTELLIGENT TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on the specific problems encountered by new IPTV and OTT services: how to obtain a more comprehensive amount of terminal data and maximize the value of the data; Input-output efficiency issues that are mostly affected by encrypted data
However, the data collected by the application itself is often not provided to the operator

Method used

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  • Loose-coupling and high-expansibility burying-point-free data acquisition method based on Android
  • Loose-coupling and high-expansibility burying-point-free data acquisition method based on Android

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0030] In step a), the Android original log is filtered by configuring the corresponding level and TAG, and the filtered Android original log is stored in memory. The JSON structured data in step a) includes terminal ID, business name, event name, occurrence time and custom information. In step a), the JSON structured data is uploaded to the head-end server through the APK. Spit data to the Kafka topic through the APK. The advantage of Kafka is high throughput and low latency. Kafka can process hundreds of thousands of messages per second, and its latency is as low as a few milliseconds. It is also scalable. Kafka cluster supports hot Extended, with persistence and reliability, messages are persisted to local disks, and data backup is supported to prevent data loss. Allow the cluster to fail to find that node (if the number of replicas is n, allow n-1 nodes to fail), and support thousands of clients to read and write at the same time.

Embodiment 2

[0032] The data aggregation index module in step c) is composed of logstash and Elasticsearch. Logstash receives Kafka-type JSON structured data and mysql-type JSON structured data and transfers them to Elasticsearch. Elasticsearch treats Kafka-type JSON structured data and mysql-type JSON Structured data is indexed and aggregated so that the corresponding data is indexed according to each field.

Embodiment 3

[0034] In step d), the data aggregation index module is composed of klbana. Through the Elasticsearch index, simple rule calculations can be performed on the data, corresponding data tables and pie charts can be produced, and configuration import and export functions are supported.

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PUM

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Abstract

According to the loosely-coupled and high-expansibility non-buried-point data acquisition method based on Android, compared with traditional buried-point data acquisition, the non-buried-point data acquisition has the advantages that data acquisition is more comprehensive, buried points are not needed, convenience and rapidness are achieved, and the development workload of personnel is reduced; a dynamic configuration function of data acquisition is supported, corresponding data acquisition items can be automatically configured, full-amount data acquisition is supported, and an acquisition result is structured and self-defined. Compared with a common burying-point-free data acquisition mode, the method has the advantages that through encapsulation of the improved liblogcat, full-amount data acquisition can be realized, data acquisition items can be customized, and the load of a server is reduced.

Description

technical field [0001] The invention relates to the technical field of data collection, in particular to an Android-based loosely coupled, highly scalable data collection method without buried points. Background technique [0002] With the development of IP technology, terminal intelligence, and service APK, various types of smart terminal set-top boxes (Android smart operating system, hereinafter referred to as "smart set-top boxes") support more and more new services, which are becoming more and more complex. The smart set-top box runs an intelligent operating system, has powerful CPU computing power, large-capacity memory and Flash storage space. Based on business features such as IPTV (including local broadcast controllers, third-party application APKs, etc.), smart set-top boxes run a large number of APK software programs, and the operation of each function is complicated. The internal data of the third-party APK cannot be obtained in real time, so as to improve product...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/30G06F11/32G06F16/22G06F16/2455G06F16/28H04N21/258
CPCG06F11/3082G06F11/3086G06F11/323G06F16/2272G06F16/24552G06F16/284H04N21/258G06F2201/80
Inventor 陈家豪黄洋陈付祥李鹏
Owner SHANDONG ARTAPLAY INTELLIGENT TECH CO LTD