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WO2018188539A1 - Procédé de traitement de données, dispositif terminal et support de stockage - Google Patents

Procédé de traitement de données, dispositif terminal et support de stockage Download PDF

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Publication number
WO2018188539A1
WO2018188539A1 PCT/CN2018/082229 CN2018082229W WO2018188539A1 WO 2018188539 A1 WO2018188539 A1 WO 2018188539A1 CN 2018082229 W CN2018082229 W CN 2018082229W WO 2018188539 A1 WO2018188539 A1 WO 2018188539A1
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WIPO (PCT)
Prior art keywords
rule
data
configuration
configuration rule
processed
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
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PCT/CN2018/082229
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English (en)
Chinese (zh)
Inventor
林鹏
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ping An Technology Shenzhen Co Ltd
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Ping An Technology Shenzhen Co Ltd
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Publication of WO2018188539A1 publication Critical patent/WO2018188539A1/fr
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21—Design, administration or maintenance of databases
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/445—Program loading or initiating
    • G06F9/44505—Configuring for program initiating, e.g. using registry, configuration files
    • G06F9/4451—User profiles; Roaming

Definitions

  • the present application relates to the field of computer technologies, and in particular, to a data processing method, a terminal, a device, and a storage medium.
  • the existing processing methods have the following disadvantages: if the data administrator needs to write the data processing program code every time the data is processed, the processing method of the data increases the data management in a certain program. The workload of the staff and affects the efficiency of the data collection process.
  • the embodiment of the present application provides a data processing method, a terminal, a device, and a storage medium, which can reduce the workload of the data administrator and improve the efficiency of the data collection link.
  • the embodiment of the present application provides a data processing method, where the method includes:
  • Defining a configuration rule for data processing in a database the configuration rule including one or more rules
  • the data to be processed collected by the user is received
  • the to-be-processed data is processed according to the configuration rule.
  • an embodiment of the present application provides a terminal, where the terminal includes:
  • a definition unit configured to pre-define a configuration rule of data processing in a database, where the configuration rule includes one or more rules;
  • a writing unit configured to write the configuration rule into a description file
  • a receiving unit configured to: if the user collects data collected in the database, receive data to be processed collected by the user;
  • a reading unit configured to read the description file and parse a configuration rule in the description file
  • the first processing unit is configured to process the to-be-processed data according to the configuration rule.
  • the defining unit includes:
  • a selection unit for selecting a program source for which the rule definition is performed
  • a creating unit configured to create the configuration rule according to the program source.
  • the embodiment of the present application further provides a data processing device, including: a memory, configured to store a program that implements a data processing method; and a processor, configured to run the data processing method stored in the memory a program to perform the following operations: pre-defining a configuration rule of data processing in the database, the configuration rule includes one or more rules; writing the configuration rule to the description file; and detecting the user collecting data in the database Receiving the to-be-processed data collected by the user; reading the description file and parsing the configuration rule in the description file; and processing the to-be-processed data according to the configuration rule.
  • a data processing device including: a memory, configured to store a program that implements a data processing method; and a processor, configured to run the data processing method stored in the memory a program to perform the following operations: pre-defining a configuration rule of data processing in the database, the configuration rule includes one or more rules; writing the configuration rule to the description file; and detecting the user collecting data in the database Receiving the to-be-process
  • the embodiment of the present application further provides a computer readable storage medium, where the one or more computer programs are stored, and the one or more computer programs may be one or more
  • the processor executes to implement the following steps: pre-defining a configuration rule of data processing in the database, the configuration rule includes one or more rules; writing the configuration rule to the description file; if the user detects the data in the database Receiving, receiving data to be processed collected by the user; reading the description file and parsing a configuration rule in the description file; and processing the to-be-processed data according to the configuration rule.
  • the embodiment of the present application can reduce the workload of the data administrator and improve the efficiency of the data collection link.
  • FIG. 1 is a schematic flowchart of a data processing method according to an embodiment of the present application.
  • FIG. 2 is another schematic flowchart of a data processing method according to an embodiment of the present application.
  • FIG. 3 is another schematic flowchart of a data processing method according to an embodiment of the present application.
  • FIG. 4 is a schematic block diagram of a terminal provided by an embodiment of the present application.
  • FIG. 5 is another schematic block diagram of a terminal provided by an embodiment of the present application.
  • FIG. 6 is another schematic block diagram of a terminal provided by an embodiment of the present application.
  • FIG. 7 is a schematic structural diagram of a data processing device according to an embodiment of the present application.
  • FIG. 1 is a schematic flowchart of a data processing method according to Embodiment 1 of the present application.
  • the method can be run on terminals such as smart phones (such as Android phones, IOS phones, etc.), tablets, laptops, and smart devices.
  • the method mainly deals with the data in the database, which can reduce the workload of the database administrator and improve the efficiency of collecting data in the database.
  • the steps of the method include S101 to S105.
  • S101 Pre-define a configuration rule of data processing in a database, where the configuration rule includes one or more rules.
  • the configuration rule is defined by the user, and the user formulates a configuration rule according to the needs of the development.
  • the configuration rule includes a field value rule and a separator splicing rule, where the field value rule is selected and required to be set.
  • the character replaces the selected character with other characters; the separator splicing rule is to select a character that needs to set a splicing rule, and splicing the selected character with a separator.
  • step S101 includes steps S201 to S202.
  • the user defines a rule by selecting a program source corresponding to the configuration rule, where the type of the field value rule includes a custom field default value, a field format adjustment, a field desensitization, and a specific character filtering. For example, for desensitizing a defined field, it is necessary to retain the first character and replace all other characters with "*”.
  • the separator splicing rule is to splicing a row of data with a selected separator and forming a row-level string, for example, the value of the field A is 2016-10-27, the value of the field B is 69998.5, and the value of the field C is 0. , using the selected separator "/" for splicing, you can call the StringBuilder class splicing method, the A, B, C three field values are spliced to 2016-10-27/69998.5/0.
  • the defined configuration rules are different according to different user selection program sources, and the program source may be defined by the user, or may be an existing method in which the user uses the open source program code. This is not limited.
  • the program source corresponding to the rule 109 is StringUtils.rightPad(StringUtils.left(str,1), StringUtils.length(str), "*"
  • the description file includes a file in an XML format, and the configuration rule is written into the description file, and the program source forming the configuration rule is written into the description file according to a logical execution order of the rule.
  • the location of the different configuration rules in the description file is different, and the location of the configuration rule in the description file is defined by the user.
  • the data collection by the user refers to connecting the database and collecting the data in the database, and the user can connect to the database through the JDBC method, obtain the data table in the database, and read the fields in the table and Field properties and so on, to get the data to be processed.
  • the embodiment of the present application collects data through the JDBC connection mysql database.
  • the code execution logic of the JDBC connection mysql database is as follows:
  • the code execution logic for obtaining the information of the mysql database table through JDBC is as follows:
  • m_DBMetaData m_Connection.getMetaData()
  • ResultSet tableRet m_DBMetaData.getTables(null, "%”, m_TableName, new S tring[] ⁇ "TABLE” ⁇ )
  • % means the meaning of *, that is, any meaning
  • m_TableName is the name of the data table to be obtained, if you want to get the names of all the tables, you can use "%" as a parameter.
  • all configuration rules in the description file are read, and the read configuration rule is parsed to obtain the type of the configuration rule, and the execution corresponding to the configuration rule is determined according to the type of the configured configuration rule.
  • the configuration rule will process the data according to the rules specified in the program source.
  • the configuration rule is determined by the user according to the development requirements.
  • the user may select all the configuration rules in the description file to process the data, or select the The data is processed by one or more configuration rules in the description file. If the user selects one or more configuration rules in the description file to process the data, the user may find that the description file is not selected.
  • the program source corresponding to the configuration rule, the unselected configuration rule is annotated by adding a comment code, the annotated configuration rule will not be executed or skipped, and the uncommented configuration rule will be based on the corresponding
  • the program source execution logic executes and processes the data.
  • step S105 includes steps S301 to S302.
  • S301 Process the to-be-processed data according to execution logic of each rule and obtain processed data.
  • the processed data is automatically saved to a preset file in a preset path, and the preset file may be a word document, which may be An excel document can also be other documents with a recording function, which is not limited herein.
  • the embodiment of the present application pre-defines a configuration rule of data processing in a database, where the configuration rule includes one or more rules, and the configuration rule is written into the description file, and if the user detects the data in the database Collecting, receiving the data to be processed collected by the user, reading the description file and parsing the configuration rule in the description file, and processing the data to be processed according to the configuration rule, thereby reducing the work of the data administrator Volume and improve the efficiency of the data collection process.
  • the embodiment of the present application further provides a terminal, where the terminal 100 includes: a defining unit 101, a writing unit 102, a receiving unit 103, a reading unit 104, and a first processing unit. 105.
  • the definition unit 101 is configured to pre-define a configuration rule for data processing in a database, where the configuration rule includes one or more rules.
  • the configuration rule is defined by the user, and the user formulates a configuration rule according to the needs of the development.
  • the configuration rule includes a field value rule and a separator splicing rule, where the field value rule is selected and required to be set.
  • the character replaces the selected character with other characters; the separator splicing rule is to select a character that needs to set a splicing rule, and splicing the selected character with a separator.
  • the writing unit 102 is configured to write the configuration rule into the description file.
  • the description file includes a file in an XML format, and the configuration rule is written into the description file, and the program source forming the configuration rule is written into the description file according to a logical execution order of the rule.
  • the location of the different configuration rules in the description file is different, and the location of the configuration rule in the description file is defined by the user.
  • the receiving unit 103 is configured to receive data to be processed collected by the user if the user collects data in the database.
  • the data collection by the user refers to connecting the database and collecting the data in the database, and the user can connect to the database through the JDBC method, obtain the data table in the database, and read the fields in the table and Field properties and so on, to get the data to be processed.
  • the embodiment of the present application collects data through the JDBC connection mysql database.
  • the code execution logic of the JDBC connection mysql database is as follows:
  • the code execution logic for obtaining the information of the mysql database table through JDBC is as follows:
  • m_DBMetaData m_Connection.getMetaData()
  • ResultSet tableRet m_DBMetaData.getTables(null, "%”, m_TableName, new S tring[] ⁇ "TABLE” ⁇ )
  • % means the meaning of *, that is, any meaning
  • m_TableName is the name of the data table to be obtained, if you want to get the names of all the tables, you can use "%" as a parameter.
  • the reading unit 104 is configured to read the description file and parse the configuration rule in the description file.
  • all configuration rules in the description file are read, and the read configuration rule is parsed to obtain the type of the configuration rule, and the execution corresponding to the configuration rule is determined according to the type of the configured configuration rule.
  • Logic, and executing the rule according to the corresponding program source, the configuration rule will process the data according to the rules specified in the program source.
  • the configuration rule is determined by the user according to the development requirements.
  • the user may select all the configuration rules in the description file to process the data, or select the The data is processed by one or more configuration rules in the description file. If the user selects one or more configuration rules in the description file to process the data, the user may find that the description file is not selected.
  • the program source corresponding to the configuration rule, the unselected configuration rule is annotated by adding a comment code, the annotated configuration rule will not be executed or skipped, and the uncommented configuration rule will be based on the corresponding
  • the program source execution logic executes and processes the data.
  • the first processing unit 105 is configured to process the to-be-processed data according to the configuration rule.
  • the embodiment of the present application pre-defines a configuration rule of data processing in a database, where the configuration rule includes one or more rules, and the configuration rule is written into the description file, and if the user detects the data in the database Collecting, receiving the data to be processed collected by the user, reading the description file and parsing the configuration rule in the description file, and processing the data to be processed according to the configuration rule, thereby reducing the work of the data administrator Volume and improve the efficiency of the data collection process.
  • the defining unit 101 includes:
  • the selecting unit 1011 is configured to select a program source for performing rule definition.
  • the user defines a rule by selecting a program source corresponding to the configuration rule, where the type of the field value rule includes a custom field default value, a field format adjustment, a field desensitization, and a specific character filtering. For example, for desensitizing a defined field, it is necessary to retain the first character and replace all other characters with "*”.
  • the separator splicing rule is to splicing a row of data with a selected separator and forming a row-level string, for example, the value of the field A is 2016-10-27, the value of the field B is 69998.5, and the value of the field C is 0. , using the selected separator "/" for splicing, you can call the StringBuilder class splicing method, the A, B, C three field values are spliced to 2016-10-27/69998.5/0.
  • the creating unit 1012 is configured to create the configuration rule according to the program source.
  • the defined configuration rules are different according to different user selection program sources, and the program source may be defined by the user, or may be an existing method in which the user uses the open source program code. This is not limited.
  • the program source definition field value rule proRule "109”
  • the program source corresponding to the rule 109 is StringUtils.rightPad (StringUtils.left (str, 1), StringUtils. length (str), "*”);
  • the first processing unit 105 includes:
  • the second processing unit 1051 is configured to process the processed data according to execution logic of each rule and obtain processed data.
  • execution logic of each rule for example, for a field with a field value of “yyyy-mm-dd”, it is necessary to retain the first character and replace all other characters with “*”.
  • the code logic of the program source at the time of execution is as follows :StringUtils.rightPad(StringUtils.left(str,1), StringUtils.length(str), "*”), the field value after data processing is output as "y***-**-**".
  • the value of the field A is 2016-10-27
  • the value of the field B is 69998.5
  • the value of the field C is 0.
  • the saving unit 1052 is configured to save the processed data into a preset document.
  • the processed data is automatically saved to a preset file in a preset path, and the preset file may be a word document, which may be An excel document can also be other documents with a recording function, which is not limited herein.
  • the embodiment of the present application defines a configuration rule for data processing, where the configuration rule includes one or more rules, and the configuration rule is written into the description file, and if the user collects data, the receiving is received.
  • the above terminal can be implemented in the form of a computer program that can be run on a data processing device as shown in FIG.
  • FIG. 7 is a schematic structural diagram of a data processing device according to the present application.
  • the device 300 can include an input device 301, an output device 302, a transceiver 303, a memory 304, and a processor 305, where:
  • the input device 301 is configured to receive input data of an external access control device.
  • the input device 301 in the embodiment of the present application may include a keyboard, a mouse, a photoelectric input device, a sound input device, a touch input device, a scanner, and the like.
  • the output device 302 is configured to output output data of the access control device to the outside.
  • the output device 302 described in this embodiment of the present application may include a display, a speaker, a printer, and the like.
  • the transceiver device 303 is configured to send data to or receive data from other devices through a communication link.
  • the transceiver 303 of the embodiment of the present application may include a transceiver device such as a radio frequency antenna.
  • the memory 304 may include a non-volatile storage medium and an internal memory.
  • the non-volatile storage medium can store an operating system and store program instructions for implementing a data processing method.
  • the internal memory provides an environment for the operation of program instructions in a non-volatile storage medium.
  • the processor 305 is used to provide computing and control capabilities to support the operation of the entire data processing device. When the above program instructions are executed by the processor 305, the processor 305 can be caused to execute the above data processing method.
  • the processor 305 is configured to run a program that implements the data processing method stored in the memory 304 to perform the following operations:
  • Defining a configuration rule for data processing in a database the configuration rule including one or more rules
  • the data to be processed collected by the user is received
  • the to-be-processed data is processed according to the configuration rule.
  • the configuration rule of the predefined data processing specifically includes:
  • the configuration rule includes a field value rule and a separator splicing rule, wherein the field value rule is to select a character to be set, and replace the selected character with another character; the separator splicing The rule is to select the characters that need to set the splicing rules, and splicing the selected characters with separators.
  • the processing the data to be processed according to the configuration rule specifically includes:
  • the description file includes a file in XML format.
  • the embodiment of the data processing device shown in FIG. 7 does not constitute a limitation on the specific configuration of the data processing device.
  • the data processing device may include more or less than the illustration. Parts, or combine some parts, or different parts.
  • the data processing device may include only the memory and the processor. In such an embodiment, the structure and function of the memory and the processor are the same as those of the embodiment shown in FIG. 7, and details are not described herein.
  • the application provides a computer readable storage medium storing one or more computer programs, the one or more computer programs being executable by one or more processors to implement the data processing described above method.
  • the foregoing storage medium of the present application includes: a magnetic disk, an optical disk, a read-only memory (ROM), and the like, which can store various program codes.
  • the units in all the embodiments of the present application may be implemented by a general-purpose integrated circuit, such as a CPU (Central Processing Unit), or by an ASIC (Application Specific Integrated Circuit).
  • a general-purpose integrated circuit such as a CPU (Central Processing Unit), or by an ASIC (Application Specific Integrated Circuit).
  • the steps in the data processing method of the embodiment of the present application may be sequentially adjusted, merged, and deleted according to actual needs.
  • the units in the terminal in the embodiment of the present application may be combined, divided, and deleted according to actual needs.

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Stored Programmes (AREA)

Abstract

Procédé de traitement de données, terminal, dispositif et support de stockage pouvant réduire la charge de travail d'un administrateur de base de données et améliorer l'efficacité d'un processus de collecte de données. Le procédé consiste à : prédéfinir une règle de configuration pour un traitement de données dans une base de données, la règle de configuration comprenant une ou plusieurs règles (S101) ; écrire la règle de configuration dans un fichier de description (S102) ; s'il est détecté qu'un utilisateur collecte des données dans la base de données, recevoir des données à traiter collectées par les données (S103); lire le fichier de description et analyser la règle de configuration dans le fichier de description (S104) ; et traiter les données à traiter selon la règle de configuration (S105).
PCT/CN2018/082229 2017-04-10 2018-04-09 Procédé de traitement de données, dispositif terminal et support de stockage Ceased WO2018188539A1 (fr)

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CN107798035A (zh) * 2017-04-10 2018-03-13 平安科技（深圳）有限公司 一种数据处理方法及终端
CN111125589B (zh) * 2018-10-31 2023-09-05 新方正控股发展有限责任公司 数据采集方法及装置、计算机可读存储介质
CN109814923B (zh) * 2018-12-28 2024-05-10 平安科技（深圳）有限公司 数据处理方法、装置、计算机设备及存储介质
CN109783543B (zh) * 2019-01-14 2021-07-02 广州虎牙信息科技有限公司 数据查询方法、装置、设备和存储介质
CN109947429B (zh) * 2019-03-13 2022-07-26 咪咕文化科技有限公司 数据处理方法及装置
CN111124548B (zh) * 2019-12-31 2023-10-27 科大国创软件股份有限公司 一种基于yaml文件的规则解析方法及系统

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