CN107451109A - Report form generation method and system - Google Patents
Report form generation method and system Download PDFInfo
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- CN107451109A CN107451109A CN201710544972.0A CN201710544972A CN107451109A CN 107451109 A CN107451109 A CN 107451109A CN 201710544972 A CN201710544972 A CN 201710544972A CN 107451109 A CN107451109 A CN 107451109A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
- G06F40/18—Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheets
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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
- G06F16/242—Query formulation
- G06F16/2433—Query languages
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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
- G06F16/2455—Query execution
- G06F16/24552—Database cache management
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Abstract
Present disclose provides a kind of report form generation method, this method includes：Target form element is obtained, wherein, target form element is to can customize exploitation form by the self-defined form Element generation for showing real time data in report generation template, report generation template；Based on target form element, real time data to be presented is obtained；And by the real time data injection target form element to be presented of acquisition, the target form for showing real time data to be presented to be used for generation.The disclosure additionally provides a kind of report generating system, a kind of computer-readable medium and a kind of computer system.
Description
Technical field
This disclosure relates to Internet technical field, can more particularly, to a kind of report form generation method and system, computer
Read medium and computer system.
Background technology
At present, as big data technology constantly deeply develops, the routine work operation of each large-scale Internet enterprises is more next
More depend on big data, especially real time data.Due to ageing, caused by real time data business value be much larger than from
Line number evidence.
Business personnel be unable to do without the support of form using data, and off-line data form can be made by oneself by BI instruments
Justice configuration exploitation, real time data form can only be met by personalized customization exploitation at present.
During present inventive concept is realized, inventor has found that at least there are the following problems in the prior art：It is personalized
The real time data form construction cycle is long, consumption manpower is more, for the fast-developing enterprise of business, can not meet industry
Demand of the business personnel to real time data form quick response.
The content of the invention
In view of this, exploitation real time data form can be defined present disclose provides one kind to meet business personnel to real-time
The report form generation method and system of the demand of data sheet quick response.
An aspect of this disclosure provides a kind of report form generation method, including：Target form element is obtained, wherein, on
It is to be used to show the form Element generation of real time data by self-defined in report generation template to state target form element, on
State report generation template and can customize exploitation form；Based on above-mentioned target form element, real time data to be presented is obtained；And
The above-mentioned real time data to be presented of acquisition is injected in above-mentioned target form element, it is above-mentioned to be presented for showing with generation
The target form of real time data.
In accordance with an embodiment of the present disclosure, based on above-mentioned target form element, obtaining real time data to be presented includes：It is determined that
The self-definition model of above-mentioned target form element；Based on the self-definition model determined, inquire about for caching the slow of real time data
Deposit or for storing the database of real time data, to return to Query Result；And the reality that will be included in the Query Result of return
When data as above-mentioned real time data to be presented.
In accordance with an embodiment of the present disclosure, the caching for caching real time data or the number for storing real time data are inquired about
Include at least one of according to the mode in storehouse：Target is available for by converted to obtain to SQL query script set in advance
The content that query engine performs is inquired about, wherein, above-mentioned target query engine is used to inquire about above-mentioned caching and above-mentioned database
In real time data；And inquired about by JAVA query scripts set in advance.
In accordance with an embodiment of the present disclosure, the above method also includes：Real-time reception message；The message received is solved
Analysis, obtains corresponding real time data；True table is generated based on above-mentioned corresponding real time data；And above-mentioned true table deposit is used
In the database of storage real time data.
In accordance with an embodiment of the present disclosure, above-mentioned true table is stored in includes for storing the database of real time data：It is determined that
The self-definition model of above-mentioned target form element；Based on wide table create-rule corresponding to the determination of above-mentioned self-definition model；Based on upper
State wide table create-rule and obtain the dimension table associated with above-mentioned true table, wherein, above-mentioned true table is real-time single table；Based on above-mentioned
Real-time wide table corresponding to real-time single table and the generation of above-mentioned dimension table；It is and above-mentioned table deposit wide in real time is above-mentioned for storing in real time
The database of data.
In accordance with an embodiment of the present disclosure, the above-mentioned database for being used to store real time data includes：Distributed data base.
Another aspect of the disclosure provides a kind of report generating system, including：First acquisition module, for obtaining mesh
Form element is marked, wherein, above-mentioned target form element is to be used to show real time data by self-defined in report generation template
Form Element generation, above-mentioned report generation template can customize exploitation form；Second acquisition module, for based on above-mentioned mesh
Form element is marked, obtains real time data to be presented；And first generation module, for by the above-mentioned to be presented real-time of acquisition
Data are injected in above-mentioned target form element, to generate the target form for being used for showing above-mentioned real time data to be presented.
In accordance with an embodiment of the present disclosure, above-mentioned second acquisition module includes：First determining unit, for determining above-mentioned target
The self-definition model of form element；Query unit, for based on the self-definition model determined, inquiring about for caching real time data
Caching or database for storing real time data, to return to Query Result；And second determining unit, for that will return
Query Result in the real time data that includes as above-mentioned real time data to be presented.
In accordance with an embodiment of the present disclosure, above-mentioned query unit includes at least one of：First inquiry subelement, for leading to
The content for being available for target query engine to perform for being converted to obtain to SQL query script set in advance is crossed to inquire about, its
In, above-mentioned target query engine is used for the real time data inquired about in above-mentioned caching and above-mentioned database；And second inquiry it is single
Member, for being inquired about by JAVA query scripts set in advance.
In accordance with an embodiment of the present disclosure, said system also includes：Receiving module, for real-time reception message；Parsing module,
For being parsed to the message received, corresponding real time data is obtained；Second generation module, for based on above-mentioned corresponding
Real time data generates true table；And memory module, for above-mentioned true table to be stored in the database for storing real time data.
In accordance with an embodiment of the present disclosure, above-mentioned memory module includes：3rd determining unit, for determining above-mentioned target form
The self-definition model of element；4th determining unit, for based on wide table create-rule corresponding to the determination of above-mentioned self-definition model；Obtain
Unit is taken, for obtaining the dimension table associated with above-mentioned true table based on above-mentioned wide table create-rule, wherein, above-mentioned true table is
Real-time single table；Generation unit, for based on real-time wide table corresponding to above-mentioned single table in real time and the generation of above-mentioned dimension table；And storage
Unit, for above-mentioned table wide in real time to be stored in into the above-mentioned database for being used to store real time data.
In accordance with an embodiment of the present disclosure, wherein, the above-mentioned database for being used to store real time data includes：Distributed data
Storehouse.
Another aspect of the present disclosure provides a kind of computer-readable medium, is stored thereon with executable instruction, the instruction
Processor is set to realize any of the above-described above-mentioned report form generation method when being executed by processor.
Another aspect of the present disclosure provides a kind of computer system, including：One or more processors；And one or
Multiple storage devices, for storing one or more programs, wherein, when said one or multiple programs are by said one or multiple
During computing device so that said one or multiple processors realize the above-mentioned report form generation method of any of the above-described.
In accordance with an embodiment of the present disclosure, because employing the report generation template that can customize exploitation real time data form
Technological means, so at least partially overcome correlation technique is required for the real time data form that individually customization is personalized every time,
Cause construction cycle length, consumption manpower more, for the fast-developing enterprise of business, can not meet business personnel to reality
When data sheet quick response demand technical problem, and then the construction cycle is short, consumption manpower is few, disclosure satisfy that industry
Technique effect of the business personnel to the demand of real time data form quick response.
Brief description of the drawings
By the description to the embodiment of the present disclosure referring to the drawings, the above-mentioned and other purposes of the disclosure, feature and
Advantage will be apparent from, in the accompanying drawings：
Fig. 1 diagrammatically illustrates the exemplary system architecture of the report form generation method that can apply the disclosure and system；
Fig. 2 diagrammatically illustrates the report form generation method and systematic difference scene according to the embodiment of the present disclosure；
Fig. 3 A diagrammatically illustrate the flow chart of the report form generation method according to the embodiment of the present disclosure；
Fig. 3 B diagrammatically illustrate the schematic diagram of the report generation template according to the embodiment of the present disclosure；
Fig. 4 A diagrammatically illustrate the flow chart of the method for the acquisition real time data according to the embodiment of the present disclosure；
Fig. 4 B diagrammatically illustrate the schematic diagram of the mode of the acquisition real time data according to the embodiment of the present disclosure；
Fig. 4 C diagrammatically illustrate the flow chart of the method for the storage real time data according to the embodiment of the present disclosure；
Fig. 4 D diagrammatically illustrate the flow chart of the method for the storage real time data according to another embodiment of the disclosure；
Fig. 5 diagrammatically illustrates the block diagram of the report generating system according to the embodiment of the present disclosure；
Fig. 6 A diagrammatically illustrate the block diagram of the second acquisition module according to the embodiment of the present disclosure；
Fig. 6 B diagrammatically illustrate the block diagram of the query unit according to the embodiment of the present disclosure；
Fig. 6 C diagrammatically illustrate the schematic diagram of the report generating system according to another embodiment of the disclosure；
Fig. 6 D diagrammatically illustrate the block diagram of the memory module according to the embodiment of the present disclosure；And
Fig. 7 diagrammatically illustrates the department of computer science for being adapted for carrying out report form generation method and system according to the embodiment of the present disclosure
The block diagram of system.
Embodiment
Hereinafter, it will be described with reference to the accompanying drawings embodiment of the disclosure.However, it should be understood that these descriptions are simply exemplary
, and it is not intended to limit the scope of the present disclosure.In addition, in the following description, the description to known features and technology is eliminated, with
Avoid unnecessarily obscuring the concept of the disclosure.
Term as used herein is not intended to limit the disclosure just for the sake of description specific embodiment.Used here as
Word " one ", " one (kind) " and "the" etc. should also include " multiple ", the meaning of " a variety of ", unless context clearly refers in addition
Go out.In addition, term " comprising " as used herein, "comprising" etc. indicate depositing for the feature, step, operation and/or part
, but it is not excluded that in the presence of or other one or more features of addition, step, operation or parts.
All terms (including technology and scientific terminology) as used herein have what those skilled in the art were generally understood
Implication, unless otherwise defined.It should be noted that term used herein should be interpreted that with consistent with the context of this specification
Implication, without should by idealization or it is excessively mechanical in a manner of explain.
Embodiment of the disclosure provides a kind of form life for being used to quickly generate real time data form for real time data
Into method and can apply this method report generating system.This method includes the form element definition stage and real time data is noted
Enter the stage.In the form element definition stage, based on the report generation template that can customize exploitation form, self-defined target form institute
The form element needed, for example, the self-defined target form element (also known as wide table model) for being used to show real time data.In reality
When data injection stage, according to the characteristics of target form element, matched real time data will be obtained.Complete real time data
After acquisition, real time data injection is carried out, above-mentioned target form is injected into using the real time data of acquisition as data to be presented
In element, to generate the target form for being used for showing above-mentioned real time data, to meet need of the business personnel to real time data form
Ask.
Fig. 1 diagrammatically illustrates the exemplary system architecture of the report form generation method that can apply the disclosure and system.
As shown in figure 1, terminal device 101,102,103, network can be included according to the system architecture 100 of the embodiment
104 and server 105.Network 104 is to the offer communication link between terminal device 101,102,103 and server 105
Medium.Network 104 can include various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be interacted with using terminal equipment 101,102,103 by network 104 with server 105, to receive or send out
Send message etc..Various telecommunication customer end applications, such as the application of shopping class, net can be installed on terminal device 101,102,103
(merely illustrative) such as the application of page browsing device, searching class application, JICQ, mailbox client, social platform softwares.
Terminal device 101,102,103 can be the various electronic equipments for having display screen and supporting report making, bag
Include but be not limited to smart mobile phone, tablet personal computer, pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, such as utilize terminal device 101,102,103 to user
The website browsed provides the back-stage management server (merely illustrative) supported.Back-stage management server can be to the use that receives
The data such as family request are carried out the processing such as analyzing, and result (such as data according to user's acquisition request etc.) is fed back into end
End equipment.
It should be noted that the report form generation method that is provided of the embodiment of the present disclosure typically can with terminal device 101,102,
103 perform.Correspondingly, the report generating system that the embodiment of the present disclosure is provided can typically be arranged at terminal device 101,102,
In 103.The report form generation method that the embodiment of the present disclosure is provided can also be by different from terminal device 101,102,103 and can
The terminal device to be communicated with terminal device 101,102,103 and/or server 105 performs.Correspondingly, the embodiment of the present disclosure is carried
The report generating system of confession can also be arranged at different from terminal device 101,102,103 and can with terminal device 101,
102nd, 103 and/or server 105 communicate terminal device in.
It should be understood that the number of the terminal device, network and server in Fig. 1 is only schematical.According to realizing need
Will, can have any number of terminal device, network and server.
Fig. 2 diagrammatically illustrates the report form generation method and systematic difference scene according to the embodiment of the present disclosure.
In whole data process＆analysis field, graph making (generating form) is widely used with display, generation report
Table also becomes more diverse with the form shown, such as, the chart of the diversified forms such as block diagram, line chart, curve map.It is of the invention real
Apply the report form generation method of example and system can be used for drawing in the application scenarios of the form of diversified forms for real time data.
As shown in Fig. 2 available for the line chart for drawing real time data.For example, real time data corresponding to A, B, C, D be respectively 1200,
1400th, 1600,1800, under the number axis configuration of form as shown in Figure 2, due to the original that can be rounded up when digitlization is shown
Cause, A, B, C, D can be respectively indicated as 1K, 1K, 2K, 2K.
Present disclose provides a kind of report form generation method, self-defined real time data form can be developed, to meet business people
Demand of the member to real time data form quick response.
Fig. 3 A diagrammatically illustrate the flow chart of the report form generation method according to the embodiment of the present disclosure.
As shown in Figure 3A, this method includes operation S301~S303, wherein：
S301 is operated, obtains target form element, wherein, target form element is by being made by oneself in report generation template
Justice is used for the form Element generation for showing real time data, and report generation template can customize exploitation form.
In the disclosed embodiments, for showing that the form element of real time data is properly termed as wide table model again.One report
In table generation template in addition to wide table model is set, other form elements can also be set, specifically can be according to the actual requirements
Set.For example, it is also possible to form dimension, report form index, filter condition, subtype, data display setting, other settings are set
Deng as shown in Figure 3 B.For each form element, user can be self-defined according to business demand progress, for example, for
For above-mentioned target form element, user can be with self-defined related field.
It should be noted that in the disclosed embodiments, report generation template configuration flow is as follows：Determine selected by form
Wide table model, form dimension, report form index and filter condition；Determine subtype (pie chart, the column selected by form
Figure, line chart, form etc.), data display set (date format, percentage format etc.), other set (chart size, color,
Form refresh time etc.)；After the completion of self-defined report element confirms, the form (its ID and title are set) is preserved, is published to
Application market, used for User Defined real time data form.
S302 is operated, based on target form element, obtains real time data to be presented.
Because real time data can be stored in database in a manner of real-time single table or in real time wide table, but regardless of being real
Shi Danbiao or in real time wide table, wherein one or more field is all included, for accordingly storing corresponding real time data.Cause
And when obtaining real time data, customized field in target form element can be based on, real-time single table in matching database or
Person's wide table in real time, to realize the purpose for obtaining real time data.
During implementation, real-time single table is carried out without being associated (join operations) with other tables directly as one wide table
Storage；Wide table needs in real time and other tables (such as offline table or other real-time wide tables) are associated (join operations), data
It is also required to handle according to regular calculating.
S303 is operated, by the real time data injection target form element to be presented of acquisition, is treated with generation for displaying
The target form of the real time data of displaying.
In accordance with an embodiment of the present disclosure, because employing the report generation template that can customize exploitation real time data form
Technological means, so at least partially overcome correlation technique is required for the real time data form that individually customization is personalized every time,
Cause construction cycle length, consumption manpower more, for the fast-developing enterprise of business, can not meet business personnel to reality
When data sheet quick response demand technical problem, and then the construction cycle is short, consumption manpower is few, disclosure satisfy that industry
Technique effect of the business personnel to the demand of real time data form quick response.
Also, in accordance with an embodiment of the present disclosure, due to real time data form can be realized with self-defined, it is thus possible to quick branch
The access of source of new data is held, meets the new demand of business, the reality of business side in the case where not changing any code, can be supported
Effect property demand and visualization requirement.
Below with reference to Fig. 4 A~Fig. 4 D, the method shown in Fig. 3 A is described further in conjunction with specific embodiments.
Fig. 4 A diagrammatically illustrate the flow chart of the method for the acquisition real time data according to the embodiment of the present disclosure.Such as Fig. 4 A institutes
Show, based on target form element, following operation can be included by obtaining real time data to be presented：
S401 is operated, determines the self-definition model of target form element；
S402 is operated, based on the self-definition model determined, inquires about caching for caching real time data or for depositing
The database of real time data is stored up, to return to Query Result；And
S403 is operated, using the real time data included in the Query Result of return as real time data to be presented.
Wherein it is determined that the self-definition model of target form element includes：Determine in target form element it is self-defined which
What, etc. field, each field are specifically.Because real time data is stored with real-time single table or real-time wide table, and this
All definition has a corresponding field in two kinds of tables, thus after determining the self-definition model of target form element, can arrive database or
Single table or in real time wide table in real time corresponding to matching in person's caching, to read data therein as the real-time number finally obtained
According to.
It should be noted that in order to improve the search efficiency of real time data, if some single table or in real time wide table in real time
In data operated, then can be cached in caching.Inquire about data when, can first query caching, if caching in deposit
In the data to be inquired about, then therefrom read, if being not present, need to read in database.
By the embodiment of the present disclosure, user-defined target form element can be based on and obtain corresponding real time data,
More specific aim, corresponding real time data can be more obtained exactly.
Fig. 4 B diagrammatically illustrate the schematic diagram of the mode of the acquisition real time data according to the embodiment of the present disclosure.Such as Fig. 4 B institutes
Show, inquiring about the mode of the caching for caching real time data or the database for storing real time data can be included below extremely
It is one of few：By looking into SQL set in advance (Structured Query Language, referred to as SQL)
The content for being available for target query engine to perform that script is converted to obtain is ask to be inquired about, wherein, target query engine is used for
Real time data in query caching and database；And inquired about by JAVA query scripts set in advance.
Because the database for storing real time data does not support SQL query script, it is therefore desirable to which SQL query script is carried out
Conversion.Wherein, store as follows the reason for the database of real time data does not support SQL query scripts：SQL SQLs,
Inquired about mainly for relevant database (such as common mysql, sql server, oracle), and relevant database is not
Good extension, has bottleneck in the data volume of storage, but distributed data base easily extends, therefore the real time data of big data quantity
Non-relational distributed data base can be typically selected to be stored (such as Hbase, ES etc.).Therefore, SQL query script can not be straight
Inquiry in real-time data memory is connected on, it is necessary to be converted into the script that storage is supported, so that storage query engine performs, realizes inquiry
The purpose of real time data.
Further, it is possible to use JAVA language writes JAVA query scripts, such as open pluggable specification (Open
Pluggable Specification, referred to as OPS) interface, realize the purpose for inquiring about real time data.Wherein, SQL query pin
This is used for WEB application.
Further, SQL query script can be obtained with direct editing, or can be by selecting configuration dimension option, index
The control such as item, screening conditions component performs drag operation and automatically generated.
The conversion of SQL query script can realize that SQL for ES can change into SQL statement by SQL for ES
The content that search server (ElasticSearch, referred to as ES) query engine is able to carry out, and automatically generate ES
Mapping, to inquire about real time data.Further, ES is a search server based on Lucene.
When inquiring about real time data, SQL query script can be used, content can be performed by being translated into ES, be performed by ES
The content simultaneously returns to Query Result；Or Query Result can be returned to by routine call OPS interfaces.
By the embodiment of the present disclosure, static data query script (i.e. SQL query script) can be converted into corresponding dynamic
State data query content, or dynamic data retrieval interface (i.e. JAVA query scripts) is directly set so that it can customize exploitation
The report generation template of form obtains real time data and is possibly realized.
Fig. 4 C diagrammatically illustrate the flow chart of the method for the storage real time data according to the embodiment of the present disclosure.Such as Fig. 4 C institutes
Show, the report form generation method can also include following operation：
Operate S404, real-time reception message；
S405 is operated, the message received is parsed, obtains corresponding real time data；
S406 is operated, true table is generated based on corresponding real time data；And
S407 is operated, true table is stored in the database for storing real time data.
In the disclosed embodiments, the data source of message can include but is not limited to：Mysql、 SQL Server、
Oracle, journal file, etc..It (such as kafka, is that a kind of height gulps down that message from these data sources, which fully enters message system,
The distributed post for the amount of telling subscribes to message system).Further, data parsing is carried out to the message of inbound message system, could obtained
To corresponding real time data.Data in Mysql, SQL Server, Oracle are structural data, the data in journal file
Unstructured data.
Specifically, when message parses, Stream Processing framework can be used, carries out streaming computing, after finally giving parsing
Real time data.If in business demand need not by the data correlation (join operations) in real time data and other tables of data,
The real time data that field and parsing when being directly based upon parsing real time data obtain, true table (real-time single table) is generated, and should
True table is stored in above-mentioned database.
It should be noted that aforesaid operations can operate S404~S407 can be real through whole report generation process
Shi Zhihang.
, can be with real-time reception, parsing message by the embodiment of the present disclosure, and store corresponding parsing data, i.e., real-time number
According to, thus it is more effective.
Fig. 4 D diagrammatically illustrate the flow chart of the method for the storage real time data according to another embodiment of the disclosure.Such as figure
Shown in 4D, the database that true table is stored in for storing real time data can be included into following operation：
S408 is operated, determines the self-definition model of target form element；
S409 is operated, based on wide table create-rule corresponding to self-definition model determination；
S410 is operated, the dimension table associated with true table is obtained based on wide table create-rule, wherein, true table is single in real time
Table；
S411 is operated, based on real-time wide table corresponding to real-time single table and dimension table generation；And
S412 is operated, real-time wide table is stored in the database for storing real time data.
The self-definition model of target form element is also known as wide table model, due to can be with self-defined target report in wide table model
The field of table element, and wide table is generated by setting the respective field in tables of data, therefore, shows to work as in business demand
, can be first true based on self-definition model such as the data in other dimension tables when preceding real time data is needed with other data correlations
Fixed width table create-rule, then wide table create-rule obtain the dimension table associated with true table, so as to based on the fact that table and dimension table
Generation wide table, and being stored in above-mentioned database in real time.
It should be noted that herein, the system of database can use the architecture mode of plug-in type, can flexibly prop up
Hold the storage of multiple wide table data (i.e. data in wide table in real time).
Specifically, the calculation process of wide table is as follows in real time：The message received is parsed, while carries out streaming computing,
Form the tables of data of wide table schema；Need to enter with other tables (offline table (also known as dimension table) or other real-time wide tables)
Row association (join operations), data are also required to handle according to regular calculating；According to the wide table data model of practical business requirement definition
The processing of (relevant field being related to), wide table is regular (data processing rule and algorithm), passes through wide list scheduling task control convection current
The calculating of formula data, the final result after calculating are stored in real-time wide table model, obtain real-time wide table.
By the embodiment of the present disclosure, the relevant information in dimension table can be corresponded to for real-time data association, to meet difference
Business demand.Also, the Reporting Customization that is designed as of real-time wide table provides prerequisite, and data are inquired about from real-time wide table
Technology with calculating is also to determine the key that Reporting Customization is realized.
In accordance with an embodiment of the present disclosure, include for storing the database of real time data：Distributed data base.
It should be noted that in the disclosed embodiments, real-time wide table can be calculated by real-time wide table computing engines
Arrive, and be stored in distributed data base, in ES databases and Hbase databases.In addition, real time data calculating section can be with
Using Storm frameworks, thus it horizontal can add Storm nodes, lifting system computing capability；Data query service, can be horizontal
Add application node, the concurrent query capability of lifting system.
By the embodiment of the present disclosure, because distributed data base can quickly respond read-write operation, thus can more meet
Requirement of the real time data to actual effect.
The disclosure additionally provides a kind of report generating system, for realizing report form generation method, self-defined can develop real
When data sheet, to meet the needs of business personnel is to real time data form quick response.
Fig. 5 diagrammatically illustrates the block diagram of the report generating system according to the embodiment of the present disclosure.As shown in figure 5, form is given birth to
Include into system 500：First acquisition module 510, the second acquisition module 520 and the first generation module 530.First acquisition module
510 are used to obtain target form element, wherein, target form element is to be used to show by self-defined in report generation template
The form Element generation of real time data, report generation template can customize exploitation form；Second acquisition module 520 is used to be based on
Target form element, obtains real time data to be presented；And first generation module 530 be used for the reality to be presented of acquisition
When data injection target form element in, be used to show the target form of real time data to be presented to generate.
In accordance with an embodiment of the present disclosure, because employing the report generation template that can customize exploitation real time data form
Technological means, so at least partially overcome correlation technique is required for the real time data form that individually customization is personalized every time,
Cause construction cycle length, consumption manpower more, for the fast-developing enterprise of business, can not meet business personnel to reality
When data sheet quick response demand technical problem, and then the construction cycle is short, consumption manpower is few, disclosure satisfy that industry
Technique effect of the business personnel to the demand of real time data form quick response.
Also, in accordance with an embodiment of the present disclosure, due to real time data form can be realized with self-defined, it is thus possible to quick branch
The access of source of new data is held, meets the new demand of business, the reality of business side in the case where not changing any code, can be supported
Effect property demand and visualization requirement.
Fig. 6 A diagrammatically illustrate the block diagram of the second acquisition module according to the embodiment of the present disclosure, as shown in Figure 6A, second
Acquisition module 520 includes：First determining unit 521, for determining the self-definition model of target form element；Query unit 522,
For based on the self-definition model determined, inquiring about the caching for caching real time data or the number for storing real time data
According to storehouse, to return to Query Result；And second determining unit 523, for the real time data included in the Query Result by return
As real time data to be presented.
By the embodiment of the present disclosure, user-defined target form element can be based on and obtain corresponding real time data,
More specific aim, corresponding real time data can be more obtained exactly.
Fig. 6 B diagrammatically illustrate the block diagram of the query unit according to the embodiment of the present disclosure, as shown in Fig. 6 B, query unit
522 include at least one of：First inquiry subelement 5221, for by turning to SQL query script set in advance
Change the obtained content for being available for target query engine to perform to be inquired about, wherein, target query engine is used for query caching sum
According to the real time data in storehouse；And second inquiry subelement 5222, for being looked into by JAVA query scripts set in advance
Ask.
By the embodiment of the present disclosure, static data query script (i.e. SQL query script) can be converted into corresponding dynamic
State data query content, or dynamic data retrieval interface (i.e. JAVA query scripts) is directly set so that it can customize exploitation
The report generation template of form obtains real time data and is possibly realized.
Fig. 6 C diagrammatically illustrate the schematic diagram of the report generating system according to another embodiment of the disclosure, such as Fig. 6 C institutes
Show, report generating system 500 also includes：Receiving module 540, for real-time reception message；Parsing module 550, for receiving
To message parsed, obtain corresponding real time data；Second generation module 560, for being given birth to based on corresponding real time data
Into true table；And memory module 570, for true table to be stored in the database for storing real time data.
, can be with real-time reception, parsing message by the embodiment of the present disclosure, and store corresponding parsing data, i.e., real-time number
According to, thus it is more effective.
Fig. 6 D diagrammatically illustrate the block diagram of the memory module according to the embodiment of the present disclosure, as shown in Fig. 6 D, memory module
570 include：3rd determining unit 571, for determining the self-definition model of target form element；4th determining unit 572, is used for
Based on wide table create-rule corresponding to self-definition model determination；Acquiring unit 573, for based on the acquisition of wide table create-rule and thing
The dimension table of real table association, wherein, true table is real-time single table；Generation unit 574, for based on real-time single table and dimension table life
Into corresponding wide table in real time；And memory cell 575, for real-time wide table to be stored in the database for storing real time data.
By the embodiment of the present disclosure, the relevant information in dimension table can be corresponded to for real-time data association, to meet difference
Business demand.Also, the Reporting Customization that is designed as of real-time wide table provides prerequisite, and data are inquired about from real-time wide table
Technology with calculating is also to determine the key that Reporting Customization is realized.
In accordance with an embodiment of the present disclosure, wherein, the database for storing real time data includes：Distributed data base.
By the embodiment of the present disclosure, because distributed data base can quickly respond read-write operation, thus can more meet
Requirement of the real time data to actual effect.
It should be noted that components of system as directed (i.e. device part) and side in embodiment of the disclosure in embodiment of the disclosure
Method part is corresponding, and the associated description of components of system as directed refers to the specific descriptions of method part, will not be repeated here.
The disclosure additionally provides a kind of computer system, including：One or more processors；And one or more storages
Device, for storing one or more programs, wherein, when said one or multiple programs are held by said one or multiple processors
During row so that said one or multiple processors realize the report form generation method any one of above-described embodiment.
Fig. 7 diagrammatically illustrates the department of computer science for being adapted for carrying out report form generation method and system according to the embodiment of the present disclosure
The block diagram of system.Computer system shown in Fig. 7 is only an example, to the function of the embodiment of the present disclosure and should not use model
Shroud carrys out any restrictions.
As shown in fig. 7, including processor 701 according to the computer system 700 of the embodiment of the present disclosure, it can be according to storage
Program in read-only storage (ROM) 702 is loaded into random access storage device (RAM) 703 from storage part 708
Program and perform various appropriate actions and processing.Processor 701 for example can include general purpose microprocessor (such as CPU),
Instruction set processor and/or related chip group and/or special microprocessor (for example, application specific integrated circuit (ASIC)), etc..Place
Reason device 710 can also include being used for the onboard storage device for caching purposes.Processor 710 can include be used for perform with reference to figure 3A,
The single treatment unit of the different actions of the method flow according to the embodiment of the present disclosure of Fig. 4 A~Fig. 4 D descriptions is either multiple
Processing unit.
In RAM 703, it is stored with computer system 700 and operates required various programs and data.Processor 701, ROM
702 and RAM 703 is connected with each other by bus 704.Processor 701 is by performing the journey in ROM 702 and/or RAM 703
Sequence performs the various operations described above with reference to Fig. 3 A, Fig. 4 A~Fig. 4 D.Removed it is noted that described program can also be stored in
In one or more memories beyond ROM 702 and RAM 703.Processor 701 can also be stored in described one by performing
Program in individual or multiple memories performs the various operations described above with reference to Fig. 3 A, Fig. 4 A~Fig. 4 D.
In accordance with an embodiment of the present disclosure, computer system 700 can also include input/output (I/O) interface 705, defeated
Enter/export (I/O) interface 705 and be also connected to bus 704.System 700 can also include be connected to I/O interfaces 705 with bottom
It is one or more in part：Importation 706 including keyboard, mouse etc.；Including such as cathode-ray tube (CRT), liquid crystal
Show the output par, c 707 of device (LCD) etc. and loudspeaker etc.；Storage part 708 including hard disk etc.；And including such as LAN
The communications portion 709 of the NIC of card, modem etc..Communications portion 709 performs via the network of such as internet
Communication process.Driver 710 is also according to needing to be connected to I/O interfaces 705.Detachable media 711, such as disk, CD, magneto-optic
Disk, semiconductor memory etc., it is arranged on as needed on driver 710, in order to the computer program root read from it
Part 708 is stored according to needing to be mounted into.
In accordance with an embodiment of the present disclosure, it may be implemented as computer software journey above with reference to the method for flow chart description
Sequence.For example, embodiment of the disclosure includes a kind of computer program product, it includes carrying meter on a computer-readable medium
Calculation machine program, the computer program include the program code for being used for the method shown in execution flow chart.In such embodiments,
The computer program can be downloaded and installed by communications portion 709 from network, and/or be pacified from detachable media 711
Dress.When the computer program is performed by processor 701, the above-mentioned function of being limited in the system of the embodiment of the present disclosure is performed.Root
According to embodiment of the disclosure, system as described above, unit, module, unit etc. can by computer program module come
Realize.
It should be noted that the computer-readable medium shown in the disclosure can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer-readable recording medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, system, device or the device of infrared ray or semiconductor, or it is any more than combination.Meter
The more specifically example of calculation machine readable storage medium storing program for executing can include but is not limited to：Electrical connection with one or more wires, just
Take formula computer disk, hard disk, random access storage device (RAM), read-only storage (ROM), erasable type and may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only storage (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In the disclosure, computer-readable recording medium can any include or store journey
The tangible medium of sequence, the program can be commanded the either device use or in connection of execution system, device.And at this
In open, computer-readable signal media can be included in a base band or the data-signal as carrier wave part propagation,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium beyond storage medium is read, the computer-readable medium, which can send, propagates or transmit, to be used for
By instruction execution system, device either device use or program in connection.Included on computer-readable medium
Program code can be transmitted with any appropriate medium, be included but is not limited to：Wirelessly, electric wire, optical cable, RF etc., or it is above-mentioned
Any appropriate combination.In accordance with an embodiment of the present disclosure, computer-readable medium can include above-described ROM 702
And/or one or more memories beyond RAM 703 and/or ROM 702 and RAM 703.
Flow chart and block diagram in accompanying drawing, it is illustrated that according to the system of the various embodiments of the disclosure, method and computer journey
Architectural framework in the cards, function and the operation of sequence product.At this point, each square frame in flow chart or block diagram can generation
The part of one module of table, program segment or code, a part for above-mentioned module, program segment or code include one or more
For realizing the executable instruction of defined logic function.It should also be noted that some as replace realization in, institute in square frame
The function of mark can also be with different from the order marked in accompanying drawing generation.For example, two square frames succeedingly represented are actual
On can perform substantially in parallel, they can also be performed in the opposite order sometimes, and this is depending on involved function.Also
It is noted that the combination of each square frame and block diagram in block diagram or flow chart or the square frame in flow chart, can use and perform rule
Fixed function or the special hardware based system of operation are realized, or can use the group of specialized hardware and computer instruction
Close to realize.
As on the other hand, the disclosure additionally provides a kind of computer-readable medium, is stored thereon with executable instruction, should
Instruction makes processor realize the report form generation method any one of above-described embodiment when being executed by processor.The computer can
It can be included in the equipment described in above-described embodiment to read medium；It can also be individualism, and be set without this is incorporated
In standby.Above computer computer-readable recording medium carries one or more program, when said one or multiple programs should by one
When equipment performs so that the equipment performs：Target form element is obtained, wherein, target form element is by report generation
The self-defined form Element generation for being used to show real time data in template, report generation template can customize exploitation form；Base
In target form element, real time data to be presented is obtained；And the real time data to be presented of acquisition is injected into target form
In element, to generate the target form for being used for showing real time data to be presented.
Embodiment of the disclosure is described above.But the purpose that these embodiments are merely to illustrate that, and
It is not intended to limit the scope of the present disclosure.Although respectively describing each embodiment more than, but it is not intended that each reality
Use can not be advantageously combined by applying the measure in example.The scope of the present disclosure is defined by the appended claims and the equivalents thereof.Do not take off
From the scope of the present disclosure, those skilled in the art can make a variety of alternatives and modifications, and these alternatives and modifications should all fall at this
Within scope of disclosure.
Claims (14)
1. a kind of report form generation method, including：
Target form element is obtained, wherein, the target form element is to be used to open up by self-defined in report generation template
Show the form Element generation of real time data, the report generation template can customize exploitation form；
Based on the target form element, real time data to be presented is obtained；And
The real time data to be presented of acquisition is injected in the target form element, is used to showing with generation and described waits to open up
The target form for the real time data shown.
2. according to the method for claim 1, wherein, based on the target form element, obtain real time data to be presented
Including：
Determine the self-definition model of the target form element；
Based on the self-definition model determined, the caching for caching real time data or the number for storing real time data are inquired about
According to storehouse, to return to Query Result；And
Using the real time data included in the Query Result of return as the real time data to be presented.
3. according to the method for claim 2, wherein, inquire about the caching for caching real time data or for storing in real time
The mode of the database of data includes at least one of：
Looked into by the content for being available for target query engine to perform for being converted to obtain to SQL query script set in advance
Ask, wherein, the target query engine is used for the real time data inquired about in the caching and the database；And
Inquired about by JAVA query scripts set in advance.
4. according to the method for claim 1, wherein, methods described also includes：
Real-time reception message；
The message received is parsed, obtains corresponding real time data；
True table is generated based on the corresponding real time data；And
The true table is stored in the database for storing real time data.
5. according to the method for claim 4, wherein, the true table is stored in the database bag for storing real time data
Include：
Determine the self-definition model of the target form element；
Based on wide table create-rule corresponding to self-definition model determination；
The dimension table associated with the true table is obtained based on the wide table create-rule, wherein, the true table is single in real time
Table；
Based on real-time wide table corresponding to single table in real time and dimension table generation；And
By the table deposit database for being used to store real time data wide in real time.
6. the method according to claim 4 or 5, wherein, the database for being used to store real time data includes：It is distributed
Database.
7. a kind of report generating system, including：
First acquisition module, for obtaining target form element, wherein, the target form element is by report generation mould
The self-defined form Element generation for being used to show real time data in plate, the report generation template can customize exploitation form；
Second acquisition module, for based on the target form element, obtaining real time data to be presented；And
First generation module, for the real time data to be presented of acquisition to be injected in the target form element, with life
Into the target form for showing the real time data to be presented.
8. system according to claim 7, wherein, second acquisition module includes：
First determining unit, for determining the self-definition model of the target form element；
Query unit, for based on the self-definition model determined, inquiring about caching for caching real time data or for depositing
The database of real time data is stored up, to return to Query Result；And
Second determining unit, for the real time data that is included in the Query Result using return as the real-time number to be presented
According to.
9. system according to claim 8, wherein, the query unit includes at least one of：
First inquiry subelement, for being available for target query by converted to obtain to SQL query script set in advance
The content that engine performs is inquired about, wherein, the target query engine is used to inquire about in the caching and the database
Real time data；And
Second inquiry subelement, for being inquired about by JAVA query scripts set in advance.
10. system according to claim 7, wherein, the system also includes：
Receiving module, for real-time reception message；
Parsing module, for being parsed to the message received, obtain corresponding real time data；
Second generation module, for generating true table based on the corresponding real time data；And
Memory module, for the true table to be stored in the database for storing real time data.
11. system according to claim 10, wherein, the memory module includes：
3rd determining unit, for determining the self-definition model of the target form element；
4th determining unit, for based on wide table create-rule corresponding to self-definition model determination；
Acquiring unit, for obtaining the dimension table associated with the true table based on the wide table create-rule, wherein, the thing
Real table is real-time single table；
Generation unit, for based on real-time wide table corresponding to single table in real time and dimension table generation；And
Memory cell, for the database that will be used to store real time data described in the table deposit wide in real time.
12. the system according to claim 10 or 11, wherein, the database for being used to store real time data includes：Point
Cloth database.
13. a kind of computer-readable medium, is stored thereon with executable instruction, the instruction makes processor real when being executed by processor
Report form generation method any one of existing claim 1 to 6.
14. a kind of computer system, including：
One or more processors；And
One or more storage devices, for storing one or more programs,
Wherein, when one or more of programs are by one or more of computing devices so that one or more of
Processor realizes the report form generation method any one of claim 1 to 6.
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| CN113626477A (en) * | 2021-07-19 | 2021-11-09 | 浙江浙大中控信息技术有限公司 | Configurable reporting system and method based on water plant Internet of things system |
| CN113626477B (en) * | 2021-07-19 | 2023-10-10 | 浙江中控信息产业股份有限公司 | Configurable report system and method based on water plant Internet of Things system |
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| CN115062028B (en) * | 2022-07-27 | 2023-01-06 | 中建电子商务有限责任公司 | Method for multi-table join query in OLTP field |
| CN115062028A (en) * | 2022-07-27 | 2022-09-16 | 中建电子商务有限责任公司 | Method for multi-table join query in OLTP field |
| CN116048985A (en) * | 2023-01-10 | 2023-05-02 | 睿智合创(北京)科技有限公司 | Decision data measurement and viewing result report method |
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