CN112287269B - Data loading method and device, computing equipment and computer readable storage medium - Google Patents
Data loading method and device, computing equipment and computer readable storage medium Download PDFInfo
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- 238000011068 loading method Methods 0.000 title claims abstract description 61
- 230000001960 triggered effect Effects 0.000 claims abstract description 28
- 238000004590 computer program Methods 0.000 claims description 11
- 238000012986 modification Methods 0.000 claims description 10
- 230000004048 modification Effects 0.000 claims description 10
- 238000000034 method Methods 0.000 claims description 5
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- 238000013461 design Methods 0.000 description 6
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- 238000013507 mapping Methods 0.000 description 6
- 238000012545 processing Methods 0.000 description 4
- 238000011161 development Methods 0.000 description 2
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- 238000010276 construction Methods 0.000 description 1
- 201000010099 disease Diseases 0.000 description 1
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
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Abstract
A data loading method and apparatus, a computing device, a computer readable storage medium, the data loading method comprising: when the triggering operation of the form control is detected, presenting a form corresponding to the form control; judging whether a physical table generated for the form control stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggering operation; when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table; loading the acquired data of the selected object into the form; the physical table stored in the first data source comprises latest data of each selected object obtained after the form control is triggered historically. By the aid of the scheme, data loading efficiency can be improved.
Description
Technical Field
Embodiments of the present invention relate to the field of data processing, and in particular, to a data loading method and apparatus, a computing device, and a computer readable storage medium.
Background
With the improvement of development cost and the progress of technology, the adoption of the drag control to build the website can greatly reduce the development period and cost.
In a drag control construction website, the generation and data loading of the drag control are generally performed in the following manner: and mapping the physical table names and column names of the controls, and storing the form data filled by the user into the mapping table. If the stock data or the increment data needs to be loaded, the stock data needs to be imported into the physical table from a data source for storing the metadata, the control-by-control mapping is carried out, the operation is complex, and the data loading efficiency of the website is low.
Disclosure of Invention
The technical problem solved by the embodiment of the invention is that the data loading efficiency is lower.
In order to solve the above technical problems, an embodiment of the present invention provides a data loading method, including: when the triggering operation of the form control is detected, presenting a form corresponding to the form control; judging whether a physical table generated for the form control stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggering operation; when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table; loading the acquired data of the selected object into the form; the physical table stored in the first data source comprises latest data of each selected object obtained after the form control is triggered historically.
Optionally, the data loading method further includes: when the physical table does not contain the data of the selected object, acquiring the data corresponding to the metadata item from a second data source according to the metadata item corresponding to the field in the table; loading the data corresponding to the acquired metadata item into the form; and the second data source stores data corresponding to the metadata item.
Optionally, the data loading method further includes: in response to a store operation, data of the selected object is saved to the physical table.
Optionally, the data loading method further includes: after the acquired data of the selected object is loaded into the form, when the modification operation is detected to be executed on the data loaded by the form, updating the data of the selected object in the physical table according to the data modified by the modification operation.
Optionally, the data loading method further includes: after the form corresponding to the form control is presented, when the field in the form is detected to be modified, an updated form is obtained according to the modified field, and the updated form is used as the form corresponding to the form control.
Optionally, the data loading method further includes: the form control is generated in the following way: acquiring a selected metadata item; generating a form according to the fields of the selected metadata items, wherein the form comprises fields corresponding to the metadata items; and generating a form control corresponding to the form according to the form control generation instruction.
The embodiment of the invention also provides a data loading device, which comprises: the presentation unit is suitable for presenting a form corresponding to the form control when the form control triggering operation is detected; the judging unit is suitable for judging whether a physical table generated for the form control stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control is triggered, and the physical table stored in the first data source comprises latest data of each selected object obtained after the form control is triggered historically; an acquisition unit adapted to acquire data of the selected object from the physical table when the data of the selected object is included in the physical table; and the loading unit is used for loading the acquired data of the selected object into the form.
The embodiment of the invention also provides a computing device, which comprises a memory and a processor, wherein the memory stores a computer program capable of running on the processor, and the processor executes the steps of any data loading method when running the computer program.
The embodiment of the invention also provides a computer readable storage medium, wherein the computer readable storage medium is a nonvolatile storage medium or a non-transient storage medium, and a computer program is stored on the computer readable storage medium, and the computer program executes the steps of any data loading method when being executed by a processor.
Compared with the prior art, the technical scheme of the embodiment of the invention has the following beneficial effects:
after the form control is triggered, judging whether the physical table generated for the form control stored in the first data source comprises data of the selected object, when the first data source stores the data of the selected object, acquiring the data from the physical table, and loading the acquired data into a form corresponding to the form control.
Drawings
FIG. 1 is a flow chart of a data loading method in an embodiment of the invention;
FIG. 2 is a schematic diagram of a form presented after a form control is triggered in an embodiment of the present invention;
FIG. 3 is a schematic diagram of a form after loading data in accordance with an embodiment of the present invention;
FIG. 4 is a schematic page view of a form control design in an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a data loading device according to an embodiment of the present invention.
Detailed Description
As described above, in the conventional drag control building website, the following methods are generally adopted for generating and loading data of the drag control: and mapping the physical table names and column names of the controls, and storing the form data filled by the user into the mapping table. If the stock data or the increment data needs to be loaded, the stock data needs to be imported into the physical table from a data source for storing the metadata, the control-by-control mapping is carried out, the operation is complex, and the data loading efficiency of the website is low.
In order to solve the above problems, in the embodiment of the present invention, after a form control is triggered, it is determined whether a physical table generated for the form control stored in a first data source includes data of a selected object, when the first data source stores data of the selected object, the data is obtained from the physical table, and the obtained data is loaded into a form corresponding to the form control.
In order to make the above objects, features and advantages of the embodiments of the present invention more comprehensible, the following detailed description of the embodiments of the present invention refers to the accompanying drawings.
Referring to fig. 1, a flowchart of a data loading method in an embodiment of the present invention is provided, which specifically includes the following steps:
and 11, when the form control triggering operation is detected, presenting a form corresponding to the form control.
In a specific implementation, the form control may be used to control presentation of the corresponding form, and when the form control is triggered, the form corresponding to the form control may be presented.
The form is mainly used for a data acquisition function in the webpage so as to present corresponding data to a user. Forms generally comprise three basic components: form labels, form fields, and form buttons. The form tag contains a uniform resource locator (Uniform Resource Locator, URL) of a common gateway interface (Common Gateway Interface, CGI) program for handling form data and a method for submitting the data to a server. The form field contains text boxes, multi-line text boxes, check boxes, radio boxes, drop down select boxes, and the like. Form buttons, including submit buttons, etc., for transferring data to the CGI script on the server or cancel input, may also be used to control other processing tasks defining the processing script.
For example, referring to FIG. 2, a schematic diagram of a form presented after a form control is triggered is presented. On the page 20, a form control 21 named "basic information" may be provided. When the user clicks on the form control "basic information," a form 22 corresponding to the basic information may be presented, and fields in the form may include: name, sex, height, age. It is appreciated that the name "basic information" of the form controls may be configured as desired.
In specific implementation, other types of form controls can also exist, and fields in forms corresponding to different form controls can be preconfigured according to requirements. For example, the form corresponding to the form control named "case information" may include a patient name, a disease name, diagnostic information, treatment information, and the like.
In a specific implementation, a form corresponding to the form control may include a plurality of fields, where each field corresponds to a metadata item. The fields in the form may be reconfigured as desired, and some fields may be added or deleted. When the field in the form is detected to be reconfigured, the original form is replaced by the reconfigured form, and the form is used as the form corresponding to the form control, so that the form corresponding to the form control is updated. When the form control is triggered again, the presented form is the reconfigured form.
And step 12, judging whether the physical table generated for the form control stored in the first data source comprises data of the selected object.
In a specific implementation, the physical table stored in the first data source may include latest data of each selected object obtained after the form control is triggered historically, that is, the physical table stores latest data for all specified objects of the form control. For example, if information of the selected objects Liu Yi, chen Er, zhang San, lifour, wang Wu, zhao Liu, etc. is historically queried for the form control, data of Liu Yi, chen Er, zhang San, lifour, wang Wu, zhao Liu are all saved in the physical table of the touch form control.
Wherein the physical table (also referred to as user table, base table) is one of the first data sources. For example, for a relational database mysql, the physical table is a table, and for non-relational data such as Hbase, the physical table may be a Hbase table.
In a specific implementation, a plurality of physical tables may be stored in the first data source, and each form control has a corresponding physical table. When each form control is triggered, data for the selected object is obtained from the physical table generated for each form control. In the embodiment of the invention, when the data of the selected object is generally queried through the form control for the first time, the data of the selected object obtained by aiming at the form control for the first time is stored in the physical table corresponding to the form control, and the physical table is stored in the first data source.
The first data source may be a database or a storage device having a storage function.
In implementations, the selected object may be entered before the form control is triggered, i.e., the selected object may be entered first and then the form control is triggered. The selected object may also be entered after the form control is triggered, i.e., the form control is triggered first and then the selected object is entered.
The page of the website can be provided with a selected object input port, the selected object can be directly input through the input port, and the selected object can be selected through a drop-down menu provided by the input port.
The selected object in the embodiments of the present invention refers to an object that is entered before or after the form control is triggered. For example, a Zhang three is entered before the form control is triggered, and Zhang three is the selected object. For another example, the Li four is input after the form control is triggered, and the Li four is the selected object.
In a specific implementation, each selected object may have one-to-one identification information, and the data of the selected object may be queried from the physical table through the identification information of the selected object, and when the data of the selected object is queried, the data of the selected object is determined to be included in the physical table, otherwise, the data of the selected object is determined to be not included in the physical table.
The data of the selected object is data related to the selected object obtained by the pointer form control. For example, the information such as name, sex, height, etc. can be queried through the form control, and the name, sex, male, height 178 of the selected object is the data of the selected object.
In a specific implementation, corresponding identification information may be configured for the physical table, and the identification information of the physical table is associated with the identification information of each selected object queried for the form control. Whether the data of the selected object is included in the physical table can be judged according to the identification information of the selected object, and if the identification information of the selected object is related to the physical table, the data of the selected object is judged to be included in the physical table.
When the determination result of step 12 is yes, that is, when the data of the selected object is included in the physical table, step 13 is performed.
And step 13, acquiring the data of the selected object from the physical table.
And step 14, loading the acquired data of the selected object into the form.
In implementations, the retrieved data for the selected object may be loaded into a form.
For example, the data of the selected object is loaded into the form illustrated in fig. 2, so that a form after loading the data can be obtained, and referring to fig. 3, a schematic diagram after loading the data in the form in the embodiment of the present invention is given. Fields are included in form 22 and text boxes are used to populate the field correspondence data. The fields included in the form 22 are name, height and age, respectively, data corresponding to the name field is loaded into a text box corresponding to the name field, data corresponding to the gender field is loaded into a text box corresponding to the gender field, data corresponding to the height field is loaded 178 into a text box corresponding to the height field, and data corresponding to the age field is loaded 52 into a text box corresponding to the age field.
According to the method, after the form control is triggered, whether the physical table generated for the form control in the first data source comprises data of the selected object is judged, when the data of the selected object is stored in the first data source, the data is obtained from the physical table, and the obtained data is loaded into a form corresponding to the form control.
In particular, in step 12, when the determination result is no, that is, when the physical table does not include the data of the selected object, step 15 is performed.
And step 15, acquiring data corresponding to the metadata item from a second data source according to the metadata item corresponding to the field in the form.
When data of a selected object is acquired for the first time for the form control, the data of the selected object does not exist in a physical table of the first data source for the form control, and in order to ensure the loading effect of page data, in the embodiment of the invention, data corresponding to the metadata item can be acquired from a second data source according to the metadata item corresponding to a field in the form, wherein the data corresponding to the metadata item is stored in the second data source, and the second data source and the first data source are different data sources.
And step 16, loading the acquired data corresponding to the metadata item into the form.
In a specific implementation, after the data corresponding to the metadata item is acquired, the acquired data is loaded into a form.
In the embodiment of the invention, each field in the form corresponds to a text box for filling the data corresponding to the field, and after the data corresponding to each metadata item is obtained, the obtained data corresponding to each metadata item can be loaded into the text box corresponding to each field in the form.
In a specific implementation, after loading the data corresponding to the acquired metadata item into the form, in order to enable the subsequent quick query to the data of the selected object, in an embodiment of the present invention, the following step 17 may be further included.
And step 17, responding to the storage operation, and saving the data of the selected object to the physical table.
In particular implementations, a user may save data of a selected object to a physical table by triggering a store operation, corresponding to the store operation.
Specifically, the data of the selected object may be stored in the physical table according to the fields respectively corresponding to the data of the selected object. Wherein, the storage of the physical table in the first database is stored according to the conventional table storage mode.
Aiming at the form control, when the data corresponding to the selected object is queried for the first time, the data corresponding to each field in the form is obtained from a second data source, and the queried data is recommended and presented in the form in a form mode. When there is incremental data in the second data source, if there is a query requirement for the incremental data, after the incremental data is queried, the incremental data can be backed up to the first data source corresponding to the form control, and along with the query of the incremental data, the incremental data can be gradually backed up to the first database according to the requirement, and manual migration of the incremental data is not needed.
In addition, for the form control, a plurality of data sources can be set for acquiring the data of the selected object, and the physical table stored by the first data source comprises the latest data of each selected object obtained after the form control is triggered historically. The second data source is used for storing data corresponding to the metadata item. After the form control is triggered, whether the data of the selected object exists in the physical table which is stored in the first data source and aims at the form control is judged, if the data of the selected object does not exist in the physical table, the data of the selected object is obtained from the second data source according to the metadata item which corresponds to the field in the form which corresponds to the form control. The priority of the data source for acquiring the selected object can be set, and the priority of the first data source is higher than that of the second data source, so that a plurality of data sources can be compatible, the stock data and the incremental data provided by other data sources can be quickly compatible, and standardized management of the stock data and the incremental data is realized.
Particularly in the medical field, clinical big data has the characteristics of higher data increment speed and larger data quantity, the data loading method provided by the embodiment of the invention firstly obtains the data of the selected object aiming at the form control from a first data source (such as a scientific research database), when the data of the selected object aiming at the form control is not available in the first data source, the data of the selected object aiming at the form control is obtained from a second data source (a database for storing metadata of clinical big data), all the data are not required to be loaded from the second data source, and all the stock data or increment data in the second data source are not required to be migrated to the first data source in a manual mode.
Furthermore, the data in the first data source supports modification, and the data in the second data source does not support modification generally, so that read-write separation can be realized, page data loading efficiency is improved, and meanwhile, data processing logic can be clearer.
In a specific implementation, after the acquired data of the selected object is loaded into the form, when the modification operation is detected to be performed on the data loaded in the form, the data of the selected object in the physical table can be updated according to the data modified by the modification operation.
Specifically, when the storage operation of the user is detected, the modified data of the selected object can be stored in the physical table corresponding to the form control in response to the storage operation of the user, and when the modified data of the selected object is stored, the modified data of the selected object is adopted to replace the original data of the selected object, namely, the modified data of the selected object is used as the latest data of the selected object, so that the physical table aiming at the form control is updated.
For example, modifying the height field in the form presented for the selected object, modifies 176 to 180. As another example, a modification is made to the name field in the form, modifying Zhang three to Lifour. The modified height field corresponding data 180 of the selected object is substituted for the original height field corresponding data 176, and the name field corresponding data Li is substituted for the original name field corresponding data Li. When the data related to the form control of the selected object is queried next time, the data presented by the height field in the form is 180, and the data presented by the name field is Li IV.
When the data of the selected object is acquired for the form control next time, the data of the selected object is acquired from the updated physical table for the form control so as to be capable of acquiring the latest data.
When the data presented by the form is found to be wrong, the data presented by the form can be modified, and the modified data can be saved so as to ensure the accuracy of the data.
In a specific implementation, the form control provided in the foregoing embodiment of the present invention may be generated in the following manner: and according to the selected one or more metadata items, automatically obtaining the fields in the form according to the fields corresponding to the selected metadata items, and dynamically generating the form corresponding to the form control according to the fields in the obtained form. The form control corresponding to the current form may be generated in response to the form control generation operation, and the association of the form control with the form may be performed. When generating the form control, the data sources of the form control may be associated.
In specific implementation, different form controls can be respectively associated with different data sources or can be associated with the same data source according to actual application requirements. When the form control is triggered, the data for the selected object may be queried from the associated data source.
In the embodiment of the invention, metadata can be configured in advance, each metadata item corresponds to a control, and the control can be a text box, a single check box and the like. When the page design and the form control design are carried out, the corresponding dictionary can be loaded according to the selected metadata item, and when the page is displayed, the data is acquired and loaded from the second data source according to the second data source to which the metadata belongs and the corresponding field.
Therefore, based on the control corresponding to the set metadata item, when form design or form control design is carried out, the control corresponding to the corresponding metadata item can be selected according to actual requirements, and according to the selected control, a corresponding form is automatically generated or the form control corresponding to the form is built by one key, so that the convenience of form or form control generation is improved.
For example, referring to FIG. 4, a page schematic of a form control design is presented. The information needed to be presented in the designed form comprises name, gender, height and age, when the form and the form control corresponding to the form are designed, the metadata items corresponding to the name, the gender, the height and the age are checked, and a button 'one-key generation table Shan Kongjian' is clicked, so that the generated form control can be named as 'basic information' for conveniently identifying the form control. It will be appreciated that other metadata items may also be included in the page, not illustrated herein.
The embodiment of the invention also provides a data loading device, and referring to fig. 5, a schematic structural diagram of the data loading device in the embodiment of the invention is provided. The data loading device 50 may include:
the presentation unit 51 is adapted to present a form corresponding to a form control when a form control triggering operation is detected;
the judging unit 52 is adapted to judge whether a physical table generated for the form control stored in the first data source includes data of a selected object, where the selected object is input before or after the form control is triggered, and the physical table stored in the first data source includes latest data of each selected object obtained after the form control is triggered historically;
an obtaining unit 53 adapted to obtain the data of the selected object from the physical table when the data of the selected object is included in the physical table;
and a loading unit 54 for loading the acquired data of the selected object into the form.
In a specific implementation, the working principle and the working flow of the data loading device 50 may be referred to the description of the data loading method provided in any of the above embodiments of the present invention, which is not repeated herein.
The embodiment of the invention also provides a computing device, which comprises a memory and a processor, wherein the memory stores a computer program capable of running on the processor, and the processor executes the description in the data loading method provided by any embodiment of the invention when running the computer program.
Embodiments of the present invention also provide a computer readable storage medium, which is a non-volatile storage medium or a non-transitory storage medium, on which a computer program is stored, which when executed by a processor performs the description in the data loading method provided in any of the above embodiments of the present invention.
Those of ordinary skill in the art will appreciate that all or a portion of the steps in the various methods of the above embodiments may be implemented by a program to instruct related hardware, the program may be stored in any computer readable storage medium, and the storage medium may include: ROM, RAM, magnetic or optical disks, etc.
Although the present invention is disclosed above, the present invention is not limited thereto. Various changes and modifications may be made by one skilled in the art without departing from the spirit and scope of the invention, and the scope of the invention should be assessed accordingly to that of the appended claims.
Claims (8)
1. A method of loading data, comprising:
when the triggering operation of the form control is detected, presenting a form corresponding to the form control;
judging whether a physical table generated for the form control stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggering operation;
when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table;
loading the acquired data of the selected object into the form;
wherein the physical table stored in the first data source comprises the latest data of each selected object obtained after the form control is triggered historically;
when the physical table does not contain the data of the selected object, acquiring the data corresponding to the metadata item from a second data source according to the metadata item corresponding to the field in the table;
loading the data corresponding to the acquired metadata item into the form;
and the second data source stores data corresponding to the metadata item.
2. The data loading method of claim 1, further comprising:
in response to a store operation, data of the selected object is saved to the physical table.
3. The data loading method of claim 1, further comprising:
after the acquired data of the selected object is loaded into the form, when the modification operation is detected to be executed on the data loaded by the form, updating the data of the selected object in the physical table according to the data modified by the modification operation.
4. The data loading method of claim 1, further comprising:
after the form corresponding to the form control is presented, when the field in the form is detected to be modified, an updated form is obtained according to the modified field, and the updated form is used as the form corresponding to the form control.
5. The data loading method of claim 1, further comprising: the form control is generated in the following way:
acquiring a selected metadata item;
generating a form according to the fields of the selected metadata items, wherein the form comprises fields corresponding to the metadata items;
and generating a form control corresponding to the form according to the form control generation instruction.
6. A data loading apparatus, comprising:
the presentation unit is suitable for presenting a form corresponding to the form control when the form control triggering operation is detected;
the judging unit is suitable for judging whether a physical table generated for the form control stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control is triggered, and the physical table stored in the first data source comprises latest data of each selected object obtained after the form control is triggered historically;
an acquisition unit adapted to acquire data of the selected object from the physical table when the data of the selected object is included in the physical table;
the loading unit is suitable for loading the acquired data of the selected object into the form;
the data loading device is further used for executing the following steps:
when the physical table does not contain the data of the selected object, acquiring the data corresponding to the metadata item from a second data source according to the metadata item corresponding to the field in the table;
loading the data corresponding to the acquired metadata item into the form;
and the second data source stores data corresponding to the metadata item.
7. A computing device comprising a memory and a processor, the memory having stored thereon a computer program executable on the processor, wherein the processor performs the steps of the data loading method of any of claims 1 to 5 when the computer program is executed by the processor.
8. A computer readable storage medium, the computer readable storage medium being a non-volatile storage medium or a non-transitory storage medium, on which a computer program is stored, characterized in that the computer program when being executed by a processor performs the steps of the data loading method according to any one of claims 1 to 5.
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