CN108280152A - A kind of data capture method and its device - Google Patents
A kind of data capture method and its device Download PDFInfo
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- CN108280152A CN108280152A CN201810012456.8A CN201810012456A CN108280152A CN 108280152 A CN108280152 A CN 108280152A CN 201810012456 A CN201810012456 A CN 201810012456A CN 108280152 A CN108280152 A CN 108280152A
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- regulation engine
- excel tables
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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
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/284—Relational databases
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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
- G06F16/2457—Query processing with adaptation to user needs
Abstract
The invention discloses a kind of data capture method and its devices.This method, including：Obtain initial data；By the initial data, it is arranged in Excel tables, the first row of the Excel tables includes object table field name, the secondary series of the Excel tables includes the configuration item of the object table field name, the third of the Excel tables is arranged for the initial data to be arranged, and the object table field name is arranged with the corresponding initial data in same a line；According to the regulation engine being arranged in Excel tables, target data is obtained.Realize the target data for being obtained by initial data and being suitable for data platform and carrying out data analysis.
Description
Technical field
The present invention relates to data processing technique, espespecially a kind of data capture method and its device.
Background technology
With the development of science and technology and the circulation of information, people's data to be treated are also in being incremented by geometry multiple.
In general, the prior art is that data are drawn into big data platform from relevant database by data extraction tool
It is upper to carry out subsequent data analysis.For example, first, Internet bar is extracted from relevant database by data extraction tool
Internet data, the Internet data include at least：Net user's name, phone, starts the surf time at ID card information, terminates online
The Internet data is then carried out data analysis to obtain objective result, for example, when which being obtained by the time by data platform
Between section the most information of number of netizens.
However, those skilled in the art have found during stating the prior art in realization, taken out from each relevant database
The data taken cause not being suitable for data platform progress data analysis due to the difference of data format.
Invention content
In order to solve the above technical problem, the present invention provides a kind of data capture method and its device, can solve from
The data that each relevant database extracts are not suitable for the technical issues of data platform carries out data analysis.
In order to reach the object of the invention, the present invention provides a kind of data capture methods, including：
Obtain initial data；
By the initial data, it is arranged in Excel tables, the first row of the Excel tables includes target literary name section
Name, the secondary series of the Excel tables includes the configuration item of the object table field name, and the third row of the Excel tables are used
In the initial data is arranged, the object table field name is arranged with the corresponding initial data in same a line；
According to the regulation engine being arranged in Excel tables, target data is obtained.
Further, the regulation engine, includes at least：First regulation engine；
It is described that target data is obtained according to the regulation engine being arranged in Excel tables, including：
According to first regulation engine and parameter, the target data is obtained, the parameter includes at least：It is described original
Data or constant.
Further, the regulation engine further includes：First regulation engine and Second Rule engine；
It is described that target data is obtained according to the regulation engine being arranged in Excel tables, including：
According to first regulation engine and parameter, the first regulation engine is obtained as a result, according to the Second Rule engine
With first regulation engine as a result, obtaining the target data, the parameter includes at least：The initial data, Huo Zhechang
Amount.
Further, the regulation engine fills in specification, including：Equal to number the left side fill in the object table field name
And underscore, fill in number behind underscore, rule name is filled on described the right being equal to number, after the rule name
Face uses bracket, fills in parameter of regularity in the bracket, and the parameter of regularity includes the object table field name and/or often
Amount, when this is equal to the mesh that the left side in the entitled last regulation engine of the object table field that number left side is filled in is filled in
When marking literary name section name, this subsequent number of underscore for being equal to number left side carries out adding 1, and the number includes being greater than or equal to 1
Integer.
Further, the Excel tables further include：Gauge outfit in the Excel tables the first row is set,
The gauge outfit includes at least object table field name, configuration item field name.
The present invention provides a kind of data acquisition facilities, including：
Acquisition module, for obtaining initial data；
Setup module, for by the initial data, being arranged in Excel tables, the first row packet of the Excel tables
Object table field name is included, the secondary series of the Excel tables includes the configuration item of the object table field name, the Excel tables
The third of lattice is arranged for the initial data to be arranged, and the object table field name is arranged with the corresponding initial data same
Row；
Processing module, for according to the regulation engine being arranged in Excel tables, obtaining target data.
Further, the regulation engine, includes at least：First regulation engine；
The processing module, for according to first regulation engine and parameter, obtaining the target data, the parameter
It includes at least：The initial data or constant.
Further, the regulation engine further includes：First regulation engine and Second Rule engine；
The processing module, for according to first regulation engine and parameter, obtain the first regulation engine as a result, according to
As a result, obtaining the target data, the parameter includes at least for the Second Rule engine and first regulation engine：It is described
Initial data or constant.
Further, the regulation engine fills in specification, including：Equal to number the left side fill in the object table field name
And underscore, fill in number behind underscore, rule name is filled on described the right being equal to number, after the rule name
Face uses bracket, fills in parameter of regularity in the bracket, and the parameter of regularity includes the object table field name and/or often
Amount, when this is equal to the mesh that the left side in the entitled last regulation engine of the object table field that number left side is filled in is filled in
When marking literary name section name, this subsequent number of underscore for being equal to number left side carries out adding 1, and the number includes being greater than or equal to 1
Integer.
Further, the Excel tables further include：Gauge outfit in the Excel tables the first row is set,
The gauge outfit includes at least object table field name, configuration item field name.
Compared with prior art, data capture method and its device provided by the invention, wherein this method, including：It obtains
Initial data；By the initial data, it is arranged in Excel tables, the first row of the Excel tables includes target literary name section
Name, the secondary series of the Excel tables includes the configuration item of the object table field name, and the third row of the Excel tables are used
In the initial data is arranged, the object table field name is arranged with the corresponding initial data in same a line；According to setting
Regulation engine in Excel tables obtains target data.It realizes to obtain by initial data and is suitable for data platform progress
The target data of data analysis.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
It obtains it is clear that understand through the implementation of the invention.The purpose of the present invention and other advantages can be by specification, rights
Specifically noted structure is realized and is obtained in claim and attached drawing.
Description of the drawings
Attached drawing is used for providing further understanding technical solution of the present invention, and a part for constitution instruction, with this
The embodiment of application technical solution for explaining the present invention together, does not constitute the limitation to technical solution of the present invention.
Fig. 1 is the flow diagram of one embodiment of data capture method of the present invention；
Fig. 2 is the structural schematic diagram of one embodiment of data acquisition facility of the present invention.
Specific implementation mode
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention
Embodiment be described in detail.It should be noted that in the absence of conflict, in the embodiment and embodiment in the application
Feature mutually can arbitrarily combine.
Step shown in the flowchart of the accompanying drawings can be in the computer system of such as a group of computer-executable instructions
It executes.Also, although logical order is shown in flow charts, and it in some cases, can be with suitable different from herein
Sequence executes shown or described step.
Fig. 1 is the flow diagram of one embodiment of data capture method of the present invention；As shown in Figure 1, the execution of the present embodiment
Main body is data acquisition facility, data capture method provided by the invention, including：
Step 101 obtains initial data.
Specifically, the initial data can be obtained from the database for be ready for data analysis.
Step 102, by the initial data, be arranged in Excel tables.
Specifically, the first row of the Excel tables includes object table field name, the secondary series packet of the Excel tables
The configuration item of the object table field name is included, the third of the Excel tables is arranged for the initial data, the target to be arranged
Literary name section name is arranged with the corresponding initial data in same a line；It should be noted that first row can be in the present embodiment
The combination of arbitrary one or more columns per page in Excel tables, meanwhile, secondary series can also be arbitrary one or more columns per page in Excel tables
Combination, third row can be arbitrary one or more columns per page in Excel tables combination.For example, first row may include Excel tables
Two row in lattice, a row include the English name of target literary name section, and another row include the Chinese name of target literary name section；
For example, configuration item may include following any one or combinations thereof：Remarks des, if primary attribute, it is distributed
File system HDFS subscripts, data type, time format, if long character string, index type, radix, if multivalue, joint rule
Then, search-type, major key type, major key original name in relationship, suffix row subscript test default value.Each configuration item can be arranged
In a row, that is to say, that secondary series can also be the multiple row in Excel tables.
Step 103, according to the regulation engine being arranged in Excel tables, obtain target data.
For according to the regulation engine being arranged in Excel tables, obtaining target data and including at least following two realizations
Mode：
The first realization method, the regulation engine, include at least：First regulation engine；
First regulation engine includes obtaining the rule of the first regulation engine result, the parameter is at least according to parameter
Including：The initial data or constant.That is, the first regulation engine suitable for data platform the result is that carry out data
The target data of analysis.
Second of realization method, the regulation engine may include：First regulation engine and Second Rule engine；
First regulation engine includes obtaining the rule of the first regulation engine result, the parameter is at least according to parameter
Including：The initial data or constant.The Second Rule engine includes according to first regulation engine as a result, obtaining
The rule of Second Rule engine results.That is, Second Rule engine results are to be suitable for data platform to carry out data analysis
Target data.
In the present embodiment, by obtaining initial data；The initial data is set in Excel tables, it is described
The first row of Excel tables includes object table field name, and the secondary series of the Excel tables includes the object table field name
Configuration item, the thirds of the Excel tables are arranged for being arranged the initial data, the object table field name with it is corresponding described
Initial data is arranged in same a line；According to the regulation engine being arranged in Excel tables, target data is obtained.It realizes and passes through
Initial data, which obtains, is suitable for the target data that data platform carries out data analysis.
Further, on the basis of the above embodiments, the regulation engine fills in specification, including：Equal to number a left side
While fill in the object table field name and underscore, number is filled in behind underscore, described the right being equal to number is filled in
Rule name uses bracket behind the rule name, parameter of regularity is filled in the bracket, the parameter of regularity includes institute
Object table field name and/or constant are stated, is drawn when this is equal to the entitled last rule of the object table field that number left side is filled in
When the object table field name that the left side in holding up is filled in, this subsequent number of underscore for being equal to number left side carries out adding 1, institute
It includes the integer more than or equal to 1 to state number.
Further, on the basis of the above embodiments, the Excel tables further include：It is arranged in the Excel tables
The gauge outfit of lattice the first row.
The gauge outfit includes at least object table field name, configuration item field name.
The present invention also provides an embodiments.Assuming that online (wbsw) original table of throwing the net, the field of original table have net
Number (wbid), online personnel identity card number (swrysfzh), online personnel's name (swryxm), online time started
(swkssj), the fields such as online end time (swjssj) need the mesh that an entity people (person) is extracted from original table
Table is marked, the field extracted in object table has name (xm), identification card number (sfzh), gender (xb).
Step 1: the first row in Excel tables fills in gauge outfit, as shown in Table 1：
Table one
Step 2: A row fill in name, identification card number, gender in Excel tables, that B row are filled in is xm, sfzh, xb,
It is arranged from C to R row and fills in configuration item, as shown in Table 2：
Table two
Step 3: the first row in Excel tables fills in Internet bar's online (wbsw), what is mapped with target literary name section
Row, fills in the English name of original table, fills in initial data swryxm, swrysfzh respectively, as shown in Table 3：
Table three
Step 4: in the rule for issuing configuration object table of original table, the field of target has identification card number, needs to identity
Card number increase a filtering rule sfzh_1=id_card_convert (sfzh), the rule realization by identification card number rule from
15 are converted to 18, the rejection of data for the identification card number for being unsatisfactory for condition by 18.It can extracting property from identification card number
Not, it needs to increase a rule xb_1=id_card_2_sex_convert (sfzh_1) to gender.As shown in Table 4：
Table four
| Sfzh_1=id_card_convert (sfzh) |
| Xb_1=id_card_2_sex_convert (sfzh_1) |
By the content in one excel table of synthesis described above, rule system as follows has been obtained：
Fig. 2 is the structural schematic diagram of one embodiment of data acquisition facility of the present invention；As shown in Fig. 2, number provided by the invention
According to acquisition device, including：Acquisition module 21, setup module 22 and processing module 23；Wherein,
Acquisition module 21, for obtaining initial data；
Setup module 22, for by the initial data, being arranged in Excel tables, the first of the Excel tables
Row include object table field name, and the secondary series of the Excel tables includes the configuration item of the object table field name, described
The third of Excel tables is arranged for the initial data to be arranged, and the object table field name is set with the corresponding initial data
It sets in same a line；
Processing module 23, for according to the regulation engine being arranged in Excel tables, obtaining target data.
In the present embodiment, by obtaining initial data；The initial data is set in Excel tables, it is described
The first row of Excel tables includes object table field name, and the secondary series of the Excel tables includes the object table field name
Configuration item, the thirds of the Excel tables are arranged for being arranged the initial data, the object table field name with it is corresponding described
Initial data is arranged in same a line；According to the regulation engine being arranged in Excel tables, target data is obtained.It realizes and passes through
Initial data, which obtains, is suitable for the target data that data platform carries out data analysis.
On the basis of the above embodiments, the regulation engine, includes at least：First regulation engine；
The processing module 23, for according to first regulation engine and parameter, obtaining the target data, the ginseng
Number includes at least：The initial data or constant.
Further, on the basis of the above embodiments, the regulation engine further includes：First regulation engine and second
Regulation engine；
The processing module 23, for according to first regulation engine and parameter, obtaining the first regulation engine as a result, root
According to the Second Rule engine and first regulation engine as a result, obtaining the target data, the parameter includes at least：Institute
State initial data or constant.
Preferably, the regulation engine fills in specification, including：Equal to number the left side fill in the object table field name with
And underscore, fill in number behind underscore, rule name is filled on described the right being equal to number, behind the rule name
Using bracket, parameter of regularity is filled in the bracket, the parameter of regularity includes the object table field name and/or constant,
When this is equal to the target that the left side in the entitled last regulation engine of the object table field that number left side is filled in is filled in
When literary name section name, this subsequent number of underscore for being equal to number left side carries out adding 1, and the number includes being greater than or equal to 1
Integer.
Further, on the basis of the above embodiments, the Excel tables further include：It is arranged in the Excel tables
The gauge outfit of lattice the first row,
The gauge outfit includes at least object table field name, configuration item field name.
Although disclosed herein embodiment it is as above, the content only for ease of understanding the present invention and use
Embodiment is not limited to the present invention.Technical staff in any fields of the present invention is taken off not departing from the present invention
Under the premise of the spirit and scope of dew, any modification and variation, but the present invention can be carried out in the form and details of implementation
Scope of patent protection, still should be subject to the scope of the claims as defined in the appended claims.
Claims (10)
1. a kind of data capture method, which is characterized in that including：
Obtain initial data；
By the initial data, it is arranged in Excel tables, the first row of the Excel tables includes object table field name, institute
The secondary series for stating Excel tables includes the configuration item of the object table field name, and the third of the Excel tables is arranged for being arranged
The initial data, the object table field name are arranged with the corresponding initial data in same a line；
According to the regulation engine being arranged in Excel tables, target data is obtained.
2. data capture method according to claim 1, which is characterized in that the regulation engine includes at least：First rule
Then engine；
It is described that target data is obtained according to the regulation engine being arranged in Excel tables, including：
According to first regulation engine and parameter, the target data is obtained, the parameter includes at least：The original number
According to or constant.
3. data capture method according to claim 1, which is characterized in that the regulation engine further includes：First rule
Engine and Second Rule engine；
It is described that target data is obtained according to the regulation engine being arranged in Excel tables, including：
According to first regulation engine and parameter, the first regulation engine is obtained as a result, according to the Second Rule engine and institute
The first regulation engine is stated as a result, obtaining the target data, the parameter includes at least：The initial data or constant.
4. according to claim 1-3 any one of them data capture methods, which is characterized in that the regulation engine fills in rule
Model, including：Equal to number the left side fill in the object table field name and underscore, fill in number behind the underscore
Word, described the right being equal to number fill in rule name, bracket are used behind the rule name, rule is filled in the bracket
Parameter, the parameter of regularity includes the object table field name and/or constant, when this is equal to the target that number left side is filled in
When the object table field name that the left side in the entitled last regulation engine of literary name section is filled in, this is equal to lower stroke of number left side
The subsequent number of line carries out adding 1, and the number includes the integer more than or equal to 1.
5. data capture method according to claim 4, which is characterized in that the Excel tables further include：Setting is in institute
The gauge outfit of Excel table the first rows is stated,
The gauge outfit includes at least object table field name, configuration item field name.
6. a kind of data acquisition facility, which is characterized in that including：
Acquisition module, for obtaining initial data；
Setup module, for by the initial data, being arranged in Excel tables, the first row of the Excel tables includes mesh
Literary name section name is marked, the secondary series of the Excel tables includes the configuration item of the object table field name, the Excel tables
Third is arranged for the initial data to be arranged, and the object table field name is arranged with the corresponding initial data in same a line；
Processing module, for according to the regulation engine being arranged in Excel tables, obtaining target data.
7. data acquisition facility according to claim 6, which is characterized in that the regulation engine includes at least：First rule
Then engine；
The processing module, for according to first regulation engine and parameter, obtaining the target data, the parameter is at least
Including：The initial data or constant.
8. data acquisition facility according to claim 6, which is characterized in that the regulation engine further includes：First rule
Engine and Second Rule engine；
The processing module, for according to first regulation engine and parameter, obtaining the first regulation engine as a result, according to described
As a result, obtaining the target data, the parameter includes at least for Second Rule engine and first regulation engine：It is described original
Data or constant.
9. according to claim 6-8 any one of them data acquisition facilities, which is characterized in that the regulation engine fills in rule
Model, including：Equal to number the left side fill in the object table field name and underscore, number is filled in behind underscore, institute
State equal to number the right fill in rule name, bracket is used behind the rule name, parameter of regularity is filled in the bracket,
The parameter of regularity includes the object table field name and/or constant, when this is equal to the target literary name that number left side is filled in
When the object table field name that the left side in Duan Mingwei last time regulation engines is filled in, after this is equal to the underscore on number left side
The number in face carries out adding 1, and the number includes the integer more than or equal to 1.
10. data acquisition facility according to claim 9, which is characterized in that the Excel tables further include：Setting exists
The gauge outfit of the Excel tables the first row,
The gauge outfit includes at least object table field name, configuration item field name.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111488340A (en) * | 2019-01-29 | 2020-08-04 | 菜鸟智能物流控股有限公司 | Data processing method and device and electronic equipment |
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| CN101763348A (en) * | 2008-12-26 | 2010-06-30 | 英业达股份有限公司 | Dynamic table type data acquisition system and method |
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| CN111488340A (en) * | 2019-01-29 | 2020-08-04 | 菜鸟智能物流控股有限公司 | Data processing method and device and electronic equipment |
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