CN108416042A - Data analysis management system based on the Mapping implementation informationization of index storehouse data source - Google Patents
Data analysis management system based on the Mapping implementation informationization of index storehouse data source Download PDFInfo
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2477—Temporal data queries
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F16/24—Querying
- G06F16/248—Presentation of query results
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F16/25—Integrating or interfacing systems involving database management systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06F9/46—Multiprogramming arrangements
- G06F9/54—Interprogram communication
- G06F9/547—Remote procedure calls [RPC]; Web services
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
Abstract
The invention discloses a kind of data analysis management systems based on the Mapping implementation informationization of index storehouse data source, it includes：Index database management module, data source management module, Data Quality Analysis management module, practical analysis management module and flow application monitoring management module：Define index storehouse system, and data source and access mode by defining index obtain data source, then the abnormality processing of the abnormality alarming and report Articulation that are monitored by the abnormality alarming of analysis, the quality of data to data source itself, practical abnormality alarming, flow application, the data source with sophisticated systems can be corrected in time, so that data analysis management is run through and is implemented in entire service period, finally solves the problems, such as data analysis management underaction and poor in timeliness.
Description
Technical field
The invention belongs to the technical fields that data analysis management is combined with computer application, more particularly to one kind is based on finger
Mark the data analysis management system of library data source Mapping implementation informationization.
Background technology：
The business demand of data analysis management is the important content of information system management, is that information system upgrades and perfect has
Push it is dynamic, have great role and market significance.It is also building of being most difficult to allow all levels of management personnel and business personnel to be satisfied with simultaneously
If part, because the calculation that it is related to is complicated, Rule of judgment needs very professional precise positioning, to each module of system
Data, result of flow be also a very stringent inspection.The exploitation of this module is used for the use feelings of discriminant information system
Condition and functionization are horizontal, while supporting the demand of statistical report form and examination, and all levels of management personnel is supported to be used for this department, this industry
The analysis of administrative situation in business field, our unit provides reliable and effective statistics and supports.
Traditional data analysis management system mostly uses the pattern that predefined has got well the scene of analysis, in systems once
Forming and hardening, the scene rank that the granularity of management can only be defined to these；Way to manage is dumb；Traditional data analysis
Management system can not easily obtain the data of a certain history time point, and often the more complicated system of business is more difficult to trace back to a certain
History time point checks data cases at that time；Traditional data analysis management system rests on always post-processing rank simultaneously
Section, analyses and compares to magnanimity business datum by business personnel and technical staff after going wrong, to the business of staff
It is very high with technology requirement, it is difficult, it is also relatively time consuming；And the problem is often also very extensive without rule, range, thing
The mode of post-processing there is a problem of leading to many no early warning and the very serious consequence for causing not making up the quilt of management
Dynamic and loss.
Invention content：
The technical problem to be solved in the present invention：A kind of data analysis pipe based on the Mapping implementation informationization of index storehouse data source is provided
Reason system, it is dumb to solve way to manage existing for the data analysis management system of the prior art；Traditional data analysis
Management system can not easily obtain the data of a certain history time point；The technical problems such as poor in timeliness.
Technical solution of the present invention：
A kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source, it includes：
Index database management module：According to practical business and regulatory requirement, the data of operation system are come according to class of service, data
Source, issuing unit and index state are defined as the index uniquely confirmed, establish the management system of index storehouse；
Data source management module：The data source for defining index and data source is obtained by way of access, each data source
In a manner of database background application timed task, the slice that data source is carried out according to sometime point is fetched and storage, by index
Annual situation solidification and monitoring；
Data Quality Analysis management module：According to the data quality management of operation system rule, according to these rules and number is combined
Alarm according to source analysis is abnormal, and all data of operation system are provided with the function of early warning, rectification and examination；
Practical analysis management module：Alarm according to the practical rule and combination analysis of data source in human resources domain is different
Often, practical all data are provided with the function of early warning, rectification and examination；
Flow application monitoring management module：The operation flow of operation system is included in using monitoring, to workflow engine
The data of reason, are monitored in real time, are analyzed the workflow task of each initiation state in execution, and flag state is abnormal
Task, according to business rule and combine the alarm of analysis of data source abnormal, the time limit and specification to flow provide early warning and point
Analysis；
Statement analysis management module：All data definition indexs of bordereau are fetched and analyzed.
The implementation method of data source management module is：Data source is divided into two kinds of forms：Source system access and external system
Access；Time and range parameter are provided according to the rule of index storehouse for the index of source system access, calls data source slice
Method will be in purpose data classifying to data source result set；Web is called according to index storehouse rule for the index of external system access
The external interface of Service is got data and is collected in data source result set；Data source result set is completed to refer on this basis
Target is analyzed, and analyzes the variation tendency longitudinally, laterally of each index, and mutual restricted influence relationship between analysis indexes obtains
The early warning of index, abnormal results, and these results are input to Data Quality Analysis management module, practical analysis management module
With flow application monitoring management module, exception is corrected in processing early warning；Data source result set is as statement analysis management module simultaneously
Data source, by the way that the early warning of index, abnormal conditions are verified and found again to Articulation between table in the table of report, these
As a result Data Quality Analysis management module, practical analysis management module and flow application monitoring management module, place are also entered into
It manages early warning, correct exception；Finally, slicing mode, the external interfacing methods that system calls data source to fetch again correct data source
As a result, realize closed loop management.
The implementation method of Data Quality Analysis management module is：Pass through Web Service technologies or internal system function mould
Data call function between block is attached, and Data Quality Analysis management module is from Database Systems reading group organization data, people
Member's data, academic data, recruitment data and training data, according to the rule of the quality of data, extraction time dimensional parameter, display knot
Fruit data are simultaneously supported to examine and be rectified and improved；Data Quality Analysis management module receives index analysis simultaneously and report Articulation is tested
The alarm demonstrate,proved out and abnormal data, and these data are examined and rectified and improved, final output quality of data result data.
The implementation method of practical analysis management module is：Pass through Web Service technologies or internal system function module
Between data call function be attached, practical analysis management module is from Database Systems group organization data, demographic data,
It counts evidence, recruitment data, training data and business operation data one by one, according to practical rule base, extraction time dimensional parameter, shows
Show result data and is examined and rectified and improved；Receive index analysis simultaneously and alarm that report Articulation verifies and exception
Data, and these data are examined and rectified and improved, final output functionization result data.
The implementation method of flow application monitoring management module is：Flow application monitoring management module is read from Database Systems
Group organization data, demographic data, academic data, recruitment data, training data and operation flow data, according to the rule of flow monitoring
Extraction time dimensional parameter, display result data are simultaneously examined and are rectified and improved；Flow application monitoring management mould receives finger simultaneously
The alarm and abnormal data that mark analysis and report Articulation verify, and these data are examined and rectified and improved, it is final defeated
Go out the result data of flow application.
The implementation method of statement analysis management module is：Statement analysis management module reads data source result from Database Systems
Report inside and Articulation between table are completed according to report rule, extraction time dimensional parameter, display report result data in library
Verification, and alarm and abnormal data feedback are given to Data Quality Analysis management module, practical analysis management module, flow
Closed-loop process is carried out using monitoring management module, the result data of report calls the result set of data source to realize report detailed data
Perspective function.
Beneficial effects of the present invention：
Index storehouse data source of the present invention according to class of service, data source, issues list in the application in data analysis management field
The data definition of operation system is routine work class index, statistics class index, monitoring class index, certainly by position, index state etc.
Plan analysis classes index, and be these index definitions data source access rule-based algorithm, the granularity of data analysis management is refined
To least unit, the analysis of smallest particles data source can be flexibly realized, can be changed across special according to business during use
Industry, the flexible Allocation Analysis scene of realization of cross-system, it might even be possible to which the development for complying with business increases index newly to meet data point
Analyse the demand of management.Solve the problems, such as that the granularity of traditional approach is slightly and inflexible.
Information system data source is realized automaticdata slice by the present invention according to a certain time point on backstage, it may be convenient to
It solves the problems, such as that complex business systems are difficult to flexibly to trace back to a certain history time point and checks data.
The Data Quality Analysis management module of the present invention, practical analysis management module, flow application monitoring management module,
Statement analysis management module, by the time of setting, Spatial Dimension, the good template of call definition or algorithm, realize analysis and
Monitoring, adequately using and the technological means of index storehouse and data source realize real-time dynamic early warning to business, rectify and improve and examine
The problem of support of core, operation system will not be left to just to be known afterwards, and business responsible person can recognize that situation is gone forward side by side in advance
Row overall arrangement solves the existing management predicament of traditional approach.
Index storehouse, the data source definitions mode of this fermentation are open, flexible, especially in Reports module, most by report
The definition of junior unit lattice is mapped with index, realizes the self-defined of each cell of report, can be suitably used for not with upper type
Same information system, it is dumb to solve way to manage existing for the data analysis management system of the prior art；Traditional
Data analysis management system can not easily obtain the data of a certain history time point；The technical problems such as poor in timeliness.
Description of the drawings：
Fig. 1 is structure of the invention schematic block diagram；
Fig. 2 is that schematic diagram is described in detail in structure of the invention；
Fig. 3 is Data Quality Analysis management module principle schematic of the present invention；
Fig. 4 is the practical analysis management module principle schematic diagram of the present invention；
Fig. 5 is flow application monitoring management module principle schematic diagram of the present invention；
Fig. 6 is statement analysis management module principle schematic of the present invention.
Specific implementation mode：
A kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source, it includes（See Fig. 1）：
Index database management module：According to practical business and regulatory requirement, the data of operation system are come according to class of service, data
Source, issuing unit and index state are defined as the index uniquely confirmed, establish the management system of index storehouse；
Data source management module：The data source for defining index and data source is obtained by way of access, each data source
In a manner of database background application timed task, the slice that data source is carried out according to sometime point is fetched and storage, by index
Annual situation solidification and monitoring；
Data Quality Analysis management module：According to the data quality management of operation system rule, according to these rules and number is combined
Alarm according to source analysis is abnormal, and all data of operation system are provided with the function of early warning, rectification and examination；
Practical analysis management module：Alarm according to the practical rule and combination analysis of data source in human resources domain is different
Often, practical all data are provided with the function of early warning, rectification and examination；
Flow application monitoring management module：The operation flow of operation system is included in using monitoring, to workflow engine
The data of reason, are monitored in real time, are analyzed the workflow task of each initiation state in execution, and flag state is abnormal
Task, according to business rule and combine the alarm of analysis of data source abnormal, the time limit and specification to flow provide early warning and point
Analysis；
Statement analysis management module：All data definition indexs of bordereau are fetched and analyzed.
Modules by data call function between internal system function module or are based on Database Systems respectively
The mechanics of communication of Web Service technologies carries out network connection；
The integrated technology of Web Service is as a kind of new application integratedtechnology towards function and method, largely
On solve the problems, such as original integrated technology in terms of Internet telecommunications.Web Service are taken based on XML document
Business description, service request and feedback result can be transmitted by http protocol on internet, it is easy to it is accessed
With return the result.Simultaneously as the relevant criterion of Web Service is all the open protocol of W3C, with platform and operating system without
It closes, the realization of the Web Service on different platform and operating system can largely be accomplished to interoperate, this just makes
That is applied on heterogeneous platform integrated becomes to be easy to.In addition, use in the past based on RPC（RPC - Remote Procedure
Call, remote procedure call）And API（Application Programming Interface, Program Interfaces）It is integrated
Technology is all a kind of static solution of function grade（Even if they use XML when client-server communicates）；Web
Service is then a kind of dynamic Integrated Solution, all services can be dynamically found by UDDI standards, bind and
It uses, is easily adapted to the variation of system, improves flexibility and the retractility of system.
The implementation method of index database management module is, according to the practical business and regulatory requirement of operation system, by business system
The class of data traffic of system takes data source, issuing unit, index state etc. and is defined as the index uniquely confirmed, establishes index
The management system in library, maintenance management system middle finger target class of service and content-defined, point other class system access in source referred to
Mark, external system import index and the access rule progress maintenance and management for being manually entered index；It provides simultaneously according to index
The complex query function that class of service, access source, issuing unit, index state are combined with each other, accurate screening index are accurate fixed
Position, these indexs can support the report and data analysis management business of operation system.
The implementation method of data source management module is its principle (see Fig. 2)：Data source is divided into two kinds of forms：Source system
Access and external system access；Time and range parameter are provided according to the rule of index storehouse for the index of source system access, is adjusted
It will be in purpose data classifying to data source result set with the method that data source is sliced；For the index of external system access, according to index storehouse
Rule calls the external interface of Web Service to get data and collect in data source result set；Data source result set is herein
On the basis of the analysis that hits the target, analyze the variation tendency longitudinally, laterally of each index, shadow mutually restricted between analysis indexes
The relationship of sound, obtains early warning, the abnormal results of index, and these results are input to Data Quality Analysis management module, functionization
Exception is corrected in analysis management module and flow application monitoring management module, processing early warning；Data source result set is as report simultaneously
The data source of analysis management module, by the table of report between table Articulation verify and find again index early warning,
Abnormal conditions, these results also enter into Data Quality Analysis management module, practical analysis management module and flow application prison
Management module is controlled, exception is corrected in processing early warning；Finally, system calls the slicing mode of data source access, external interface side again
Method correct data source as a result, realize closed loop management.
The implementation method of Data Quality Analysis management module is：Pass through Web Service technologies or internal system function mould
Data call function between block is attached, and realizes the data interaction between other function modules.Its principle (see Fig. 3)：
Data Quality Analysis management module is from Database Systems reading group organization data, demographic data, academic data, recruitment data and training
Data, according to the rule of the quality of data, extraction time dimensional parameter shows result data and supports to examine and rectify and improve；Number simultaneously
Index analysis is received according to quality analysis management module and alarm that report Articulation verifies and abnormal data, and to these
Data are examined and are rectified and improved, final output quality of data result data；Realize the function mesh of data quality management function module
's.
The implementation method of practical analysis management module is：Pass through Web Service technologies or internal system function module
Between data call function be attached, realize and other function modules between data interaction.Its principle (see Fig. 4)：It is real
With changing analysis management module from Database Systems group organization data, demographic data, academic data, recruitment data, training data and industry
Business operation data according to practical rule base, extraction time dimensional parameter, display result data and is examined and is rectified and improved；
Receive index analysis simultaneously and alarm that report Articulation verifies and abnormal data, and to these data carry out examination and
Rectification, final output functionization result data.Realize the functional purpose of practical management function module.
The implementation method of flow application monitoring management module is：By Web Service technologies or it is with Database Systems
Data call function between system inner function module is attached, and realizes the data interaction between other function modules.Its
Principle (see Fig. 5)：Flow application monitoring management module from Database Systems reading group organization data, demographic data, academic data, use
Number evidence, training data and operation flow data, according to the Rule Extraction time dimension parameter of flow monitoring, display result data
And it is examined and is rectified and improved；The announcement that flow application monitoring management mould receives index analysis and report Articulation verifies simultaneously
Alert and abnormal data, and these data are examined and rectified and improved, the result data of final output flow application.Implementation process is answered
With the functional purpose of management function module.
The implementation method of statement analysis management module is：Pass through in Web Service technologies or system with Database Systems
Data call function between portion's function module is attached, and realizes the data interaction between other function modules.Its principle
（See Fig. 6）：Statement analysis management module reads data source results repository from Database Systems, according to report rule, extraction time dimension
Parameter, display report result data complete the verification of the Articulation between table inside report, and will alarm and abnormal data feedback
It is given to Data Quality Analysis management module, practical analysis management module, flow application monitoring management module and carries out closed-loop process,
The result data of report calls the perspective function of the result set realization report detailed data of data source.
The present invention uses index storehouse and data source technology, analyzes above-mentioned four kinds of dimensions, is suitable for information system
Data analysis need, solve current traditional approach management underaction actively, poor in timeliness the problems such as.
Claims (6)
1. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source, it includes：
Index database management module：According to practical business and regulatory requirement, the data of operation system are come according to class of service, data
Source, issuing unit and index state are defined as the index uniquely confirmed, establish the management system of index storehouse；
Data source management module：The data source for defining index and data source is obtained by way of access, each data source
In a manner of database background application timed task, the slice that data source is carried out according to sometime point is fetched and storage, by index
Annual situation solidification and monitoring；
Data Quality Analysis management module：According to the data quality management of operation system rule, according to these rules and number is combined
Alarm according to source analysis is abnormal, and all data of operation system are provided with the function of early warning, rectification and examination；
Practical analysis management module：Alarm according to the practical rule and combination analysis of data source in human resources domain is different
Often, practical all data are provided with the function of early warning, rectification and examination；
Flow application monitoring management module：The operation flow of operation system is included in using monitoring, to workflow engine
The data of reason, are monitored in real time, are analyzed the workflow task of each initiation state in execution, and flag state is abnormal
Task, according to business rule and combine the alarm of analysis of data source abnormal, the time limit and specification to flow provide early warning and point
Analysis；
Statement analysis management module：All data definition indexs of bordereau are fetched and analyzed.
2. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source according to claim 1
System, it is characterised in that：The implementation method of data source management module is：Data source is divided into two kinds of forms：The access of source system and
External system is fetched；Time and range parameter are provided according to the rule of index storehouse for the index of source system access, calls data
The method of source slice will be in purpose data classifying to data source result set；The index of external system access is adjusted according to index storehouse rule
Data are got with the external interface of Web Service and are collected in data source result set；Data source result set is on this basis
The variation tendency longitudinally, laterally of each index is analyzed in the analysis that hit the target, and mutually restricted influence closes between analysis indexes
System obtains early warning, the abnormal results of index, and these results is input to Data Quality Analysis management module, practical analysis
Exception is corrected in management module and flow application monitoring management module, processing early warning；Data source result set is as statement analysis simultaneously
The data source of management module, by the way that the early warning of index, exception are verified and found again to Articulation between table in the table of report
Situation, these results also enter into Data Quality Analysis management module, practical analysis management module and flow application monitoring pipe
Module is managed, exception is corrected in processing early warning；Finally, slicing mode, the external interfacing methods that system calls data source to fetch again are repaiied
Correction data source as a result, realize closed loop management.
3. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source according to claim 1
System, it is characterised in that：The implementation method of Data Quality Analysis management module is：Pass through Web Service technologies or internal system
Data call function between function module is attached, and Data Quality Analysis management module reads tissue number from Database Systems
According to, demographic data, academic data, recruitment data and training data, according to the rule of the quality of data, extraction time dimensional parameter,
Display result data is simultaneously supported to examine and be rectified and improved；Data Quality Analysis management module receives index analysis simultaneously and report hook is checked
The alarm and abnormal data that relationship verifies, and these data are examined and rectified and improved, final output quality of data number of results
According to.
4. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source according to claim 1
System, it is characterised in that：The implementation method of practical analysis management module is：Pass through Web Service technologies or internal system work(
Data call function that can be between module is attached, and practical analysis management module is from Database Systems group organization data, personnel
Data, academic data, recruitment data, training data and business operation data, according to practical rule base, extraction time dimension
Parameter, display result data are simultaneously examined and are rectified and improved；Receive index analysis and announcement that report Articulation verifies simultaneously
Alert and abnormal data, and these data are examined and rectified and improved, final output functionization result data.
5. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source according to claim 1
System, it is characterised in that：The implementation method of flow application monitoring management module is：Flow application monitoring management module is from data base set
Reading group of uniting organization data, demographic data, academic data, recruitment data, training data and operation flow data, according to flow monitoring
Rule Extraction time dimension parameter, display result data and examined and rectified and improved；Flow application monitoring management mould connects simultaneously
It receives index analysis and alarm that report Articulation verifies and abnormal data, and these data is examined and rectified and improved,
The result data of final output flow application.
6. a kind of data analysis management system based on the Mapping implementation informationization of index storehouse data source according to claim 1
System, it is characterised in that：The implementation method of statement analysis management module is：Statement analysis management module reads data from Database Systems
Source results repository is completed to hook between table inside report according to report rule, extraction time dimensional parameter, display report result data
The verification of relationship is checked, and alarm and abnormal data feedback are given to Data Quality Analysis management module, practical analysis management mould
Block, flow application monitoring management module carry out closed-loop process, and the result data of report calls the result set of data source to realize report
The perspective function of detailed data.
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| CN111159157A (en) * | 2019-12-31 | 2020-05-15 | 远光软件股份有限公司 | Method and device for indexing processing of enterprise report data |
| CN111222730A (en) * | 2018-11-26 | 2020-06-02 | 上海阿米特数据系统有限公司 | Service execution system and implementation method |
| CN111428997A (en) * | 2020-03-23 | 2020-07-17 | 北京国信会视科技有限公司 | Quality analysis method and billboard system for rail transit manufacturing factory |
| CN112306997A (en) * | 2019-07-23 | 2021-02-02 | 杭州中软安人网络通信股份有限公司 | Data quality management system |
| CN112465364A (en) * | 2020-12-03 | 2021-03-09 | 合肥天源迪科信息技术有限公司 | Management system for index library |
| CN112508346A (en) * | 2020-11-17 | 2021-03-16 | 四川新网银行股份有限公司 | Method for realizing indexed business data auditing |
| CN113610616A (en) * | 2021-08-16 | 2021-11-05 | 傲林科技有限公司 | Financial checking relation analysis method and analysis system based on event network |
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