CN104199879A - Data processing method and device - Google Patents
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- CN104199879A CN104199879A CN201410414584.7A CN201410414584A CN104199879A CN 104199879 A CN104199879 A CN 104199879A CN 201410414584 A CN201410414584 A CN 201410414584A CN 104199879 A CN104199879 A CN 104199879A
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- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/258—Data format conversion from or to a database
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Abstract
The embodiment of the invention discloses a data processing method. The method includes the steps that binary data are obtained from a preset designated table; the binary data stored in the designated table are obtained in the mode that serialization is conducted on the collected original data through a protobuf library; the binary data are parsed through an application programming interface provided by a protobuf language library, and deserialization is conducted on the binary data to form corresponding data structures in a proto file; the data structures are output. The invention further discloses a data processing method terminal. By means of the data processing method and device, the technical problems that in the prior art, the statistical field is not structuralized enough and readability is not high are solved, service data of users are analyzed by technical staff more easily, and the requirement for rapid product launch can be met.
Description
Technical field
The present invention relates to computer realm, relate in particular to a kind of data processing method and data processing equipment.
Background technology
Along with the development of electronics technology and internet, the function of electric terminal from strength to strength, according to the demand of self, various client products (mobile app is for example installed on intelligent mobile terminal) are installed on electric terminal such as needing only user, just can obtain a lot of consultation informations, even can complete a lot of things, people's life more and more be unable to do without electric terminal home-confinedly.
Along with experience and the function of client product constantly increase, which is user's real concern on earth, which is that user wants more, need technological development personnel and product design personnel developing after various client products, use the custom of product by collecting user, or user uses the condition (as hardware configuration) of product etc. data, removes to improve product, makes product more perfect; But, in the process of collection analysis data, often with traditional HTML (Hypertext Markup Language) (HTTP-Hypertext transfer protocol, HTTP) carry out reported data, the inadequate structuring of static fields, readability is not strong, is unfavorable for that technological development personnel and product design personnel go analysis user to use the custom of product.
Summary of the invention
Embodiment of the present invention technical matters to be solved is, data processing method and data processing equipment are provided, solved the inadequate structuring of static fields in prior art, readable not strong technical matters, is conducive to the usage data of technician's analysis user more.
In order to solve the problems of the technologies described above, embodiment of the present invention first aspect discloses a kind of data processing method, comprises
From default appointment table, obtain binary data; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
The application programming interface providing in language library by protobuf is resolved described binary data, and described binary data is deserialized as to the data structure in corresponding proto file;
Export described data structure.
In conjunction with first aspect, in the possible implementation of the first, the described data structure that described binary data is deserialized as in corresponding proto file comprises:
According to the application programming interface providing in the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
In conjunction with first aspect, comprise exporting described data structure described in the possible implementation of the second:
By described data structure storage to specify database table in; Or
The data of the chart format that described data structure building is specified, the line output of going forward side by side.
In conjunction with first aspect, or the possible implementation of the first of first aspect, or the possible implementation of the second of first aspect, in the third possible implementation, described from default appointment table, obtain binary data before, also comprise:
Determine the data structure that needs collection, collect raw data according to described established data structure;
By protobuf storehouse, the raw data of collection is carried out to serializing and obtain binary data;
Described binary data is reported in default appointment table.
In conjunction with the third possible implementation of first aspect, in the 4th kind of possible implementation, after described definite data structure that needs to gather, also comprise described established data structure carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
Embodiment of the present invention second aspect discloses a kind of data processing equipment, comprising:
Data acquisition module, obtains binary data for the appointment table from default; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
Data resolution module, resolves described binary data for the application programming interface providing by the language library of protobuf, and described binary data is deserialized as to the data structure in corresponding proto file;
Data outputting module, for exporting described data structure.
In conjunction with second aspect, in the possible implementation of the first, described data resolution module comprises:
Recurrence reading unit, for the application programming interface providing according to the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
In conjunction with second aspect, in the possible implementation of the second, described data outputting module comprises:
Data storage cell, for the database table to appointment by described data structure storage; Or
Generate output unit, for the data of chart format that described data structure building is specified, the line output of going forward side by side.
In conjunction with second aspect, or the possible implementation of the first of second aspect, or the possible implementation of the second of second aspect, in the third possible implementation, also comprise:
Determine acquisition module, before obtaining binary data at described data acquisition module from default appointment table, determine the data structure that needs collection, collect raw data according to described established data structure;
Data Serialization module, obtains binary data for the raw data of collection being carried out to serializing by protobuf storehouse;
Data reporting module, for being reported to described binary data in default appointment table.
In conjunction with the third possible implementation of second aspect, in the 4th kind of possible implementation, also comprise:
Data structure processing module, after determining at described definite acquisition module the data structure that needs to gather, described established data structure is carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
The embodiment of the present invention third aspect discloses a kind of computer-readable storage medium, described computer-readable storage medium has program stored therein, described program comprises embodiment of the present invention first aspect while execution, or the implementation that the first of first aspect is possible, or the implementation that the second of first aspect is possible, or the third possible implementation of first aspect, or the Overall Steps of disclosed data processing method in the 4th kind of possible implementation of first aspect.
Implement the embodiment of the present invention, there is following beneficial effect:
By implementing the embodiment of the present invention, the application programming interface providing in language library by protobuf is resolved the binary data collecting, described binary data is deserialized as to the data structure in corresponding proto file, realize dynamically translation data structure, solve the inadequate structuring of static fields in prior art, readable not strong technical matters, more be conducive to the usage data of technician's analysis user, in the time needing statistical study user's specific data, in the time that needs add reported data, without resolving end interpolation parsing accordingly field, realize the parsing of carrying out simultaneously and rapidly data structure, resolution data more neatly, can meet the demand of release quickly product.
Brief description of the drawings
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, to the accompanying drawing of required use in embodiment or description of the Prior Art be briefly described below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, do not paying under the prerequisite of creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the schematic flow sheet of data processing method provided by the invention;
Fig. 2 is the schematic diagram of the chart format of appointment provided by the invention;
Fig. 3 is the schematic flow sheet of another embodiment of data processing method provided by the invention;
Fig. 4 is the structural representation of data processing equipment provided by the invention;
Fig. 5 is the structural representation of data outputting module provided by the invention;
Fig. 6 is the structural representation of another embodiment of data processing equipment provided by the invention;
Fig. 7 is the structural representation of another embodiment of data processing equipment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiment.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtaining under creative work prerequisite, belong to the scope of protection of the invention.
Referring to Fig. 1, be the schematic flow sheet of data processing method provided by the invention, the method comprises:
Step S100: obtain binary data from default appointment table; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
Particularly, data processing equipment can periodically obtain binary data from appointment table, such as taking sky as unit, can preset from default appointment table, obtain or pull the binary data reporting the previous day at the 1:00 AM of every day (being not limited to this fixed time, can also be the other times such as 2 points) at 3.
Step S102: the application programming interface providing in the language library by protobuf is resolved described binary data, is deserialized as the data structure in corresponding proto file by described binary data;
Particularly, protobuf is the project of increasing income, and is for serialized flexibly, efficient, the automatic method of structural data; The language library of protobuf in the embodiment of the present invention includes but not limited to the language library of the language such as C, C++, python; Corresponding application programming interface (the Application Programming Interface providing in the language library (such as python storehouse) of this data processing equipment by protobuf, API) this binary data is resolved, this binary data is deserialized as to the data structure in corresponding proto file; Proto file in the embodiment of the present invention is to define by protobuf language the file that type of message generates, and proto file can define multiple type of messages.
Further, according to the application programming interface providing in the language library of protobuf, the data structure of reserving in advance can be resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding, realize dynamically translation data structure, when follow-up need to add reported data time, without resolving end interpolation parsing accordingly field, while particularly needing add or revise a large amount of reported data, avoid needing in prior art a large amount of manpowers to revise the problem of resolving field, realize the parsing of carrying out simultaneously and rapidly data structure, resolution data more neatly.
Step S104: export described data structure.
Particularly, this data processing equipment can be by described data structure storage in the database table of specifying; Or the data of the chart format that described data structure building is specified, the line output of going forward side by side, for example generate HTML (Hypertext Markup Language) (the HyperText Mark-up Language specifying, HTML) chart format, the schematic diagram of the chart format of example appointment provided by the invention as shown in Figure 2, exports to person skilled by sending mail or alternate manner.
Again further, the schematic flow sheet of another embodiment of data processing method provided by the invention as shown in Figure 3, the method comprises:
Step S300: determine the data structure that needs collection, collect raw data according to described established data structure;
Particularly, can determine the data structure that needs collection for different client products, such as determined the machines configurations that gathers user for certain product, comprise the data structures such as system type, core cpu number, physical memory, or when certain region of user click, double-click or right-click, gather relevant clicked, the area information of double-click or right-click, so in the time that user starts this product, gather above-mentioned established data structure, obtain raw data; Determine and need the data structure gathering to realize by field below:
Will be understood that, carry out data acquisition time can set in advance time period of collection, such as the whole process of user-initiated actions product, or user starts in first 5 minutes of certain product etc., within this default time period, gathers raw data.
Step S302: by protobuf storehouse, the raw data of collection is carried out to serializing and obtain binary data;
Step S304: described binary data is reported in default appointment table;
Step S306: obtain binary data from default appointment table;
Step S308: the application programming interface providing in the language library by protobuf is resolved described binary data, is deserialized as the data structure in corresponding proto file by described binary data;
Step S310: export described data structure.
Particularly, step S306 can, with reference to the step S100 in above-described embodiment to step S104, repeat no more here to step S310.
It should be noted that, the embodiment of the present invention, after step S300, can also comprise described established data structure is carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
Particularly, for example, taking the message of above-mentioned definite collection as example, when technician need to increase a reported data, during such as user's resolution of interpolation, only need to add a field " optional string str_resolution=8 ", the messagePerfProcessInfo after increase can be as follows:
Will be understood that, in the embodiment of the present invention, determine and need the data structure gathering to be not limited to the form of expression of messagePerfProcessInfo in above-described embodiment, as long as can show the data structure of determining that needs gather; In above-described embodiment, each message can a corresponding proto file.
By implementing the embodiment of the present invention, the application programming interface providing in language library by protobuf is resolved the binary data collecting, described binary data is deserialized as to the data structure in corresponding proto file, realize dynamically translation data structure, solve the inadequate structuring of static fields in prior art, readable not strong technical matters, more be conducive to the usage data of technician's analysis user, in the time needing statistical study user's specific data, in the time that needs add reported data, without resolving end interpolation parsing accordingly field, realize the parsing of carrying out simultaneously and rapidly data structure, resolution data more neatly, can meet the demand of release quickly product.
For the ease of implementing better the such scheme of the embodiment of the present invention, the present invention also correspondence provides a kind of data processing equipment, the structural representation of data processing equipment provided by the invention as shown in Figure 4, data processing equipment 40 can comprise: data acquisition module 400, data resolution module 402 and data outputting module 404, wherein
Data acquisition module 400 obtains binary data for the appointment table from default; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
Data resolution module 402 is resolved described binary data for the application programming interface providing by the language library of protobuf, and described binary data is deserialized as to the data structure in corresponding proto file;
Particularly, data outputting module 402 can comprise recurrence reading unit, for the application programming interface providing according to the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
Data outputting module 404 is for exporting described data structure.
Further, the structural representation of data outputting module provided by the invention as shown in Figure 5, data outputting module 404 can comprise data storage cell 4040 or generate output unit 4042, in Fig. 5, describe as example all to comprise data storage cell 4040 or to generate output unit 4042, wherein
Data storage cell 4040 is for the database table to appointment by described data structure storage; Or
Generate the data of output unit 4042 for chart format that described data structure building is specified, the line output of going forward side by side.
Again further, the structural representation of another embodiment of data processing equipment provided by the invention as shown in Figure 6, data processing equipment 40 comprises outside data acquisition module 400, data resolution module 402 and data outputting module 404, can also comprise and determine acquisition module 406, Data Serialization module 408 and data reporting module 4010, wherein
Determine that acquisition module 406 is for before obtaining binary data at described data acquisition module from default appointment table, determine the data structure that needs collection, collect raw data according to described established data structure;
Data Serialization module 408 obtains binary data for the raw data of collection being carried out to serializing by protobuf storehouse;
Data reporting module 4010 is for being reported to described binary data in default appointment table.
Particularly, data processing equipment 40 can also comprise data structure processing module 4012, after determining at described definite acquisition module the data structure that needs to gather, described established data structure is carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
It should be noted that, data processing equipment 40 in the embodiment of the present invention can be background server, also can be for client, the client in the embodiment of the present invention can be personal computer, panel computer, personal digital assistant, intelligent mobile terminal or other electronic equipment etc.;
Will be understood that, the function of each functional module of the data processing equipment 40 in the embodiment of the present invention can be according to the method specific implementation in said method embodiment, and its specific implementation process can, with reference to the associated description of said method embodiment, repeat no more herein.
Refer to Fig. 7, Fig. 7 is the structural representation of another embodiment of data processing equipment of the present invention.Wherein, as shown in Figure 7, this data processing equipment 70 can comprise: at least one processor 701, for example CPU, at least one network interface 704, user interface 703, storer 705, at least one communication bus 702 and display screen 706.Wherein, communication bus 702 is for realizing the connection communication between these assemblies.Wherein, user interface 703 can comprise display screen (Display) 7, and selectable user interface 703 can also comprise wireline interface, the wave point of standard.Network interface 704 optionally can comprise wireline interface, the wave point (as WI-FI interface) of standard.Storer 705 can be high-speed RAM storer, also can the unsettled storer of right and wrong (non-volatile memory), and for example at least one magnetic disk memory.Storer 705 can also be optionally that at least one is positioned at the memory storage away from aforementioned processing device 701.As shown in Figure 7, in the storer 705 as a kind of computer-readable storage medium, can comprise operating system, network communication module, Subscriber Interface Module SIM and data processor.
In the data processing equipment 70 shown in Fig. 7, in the time that data processing equipment 70 is client, this network interface 704 is mainly used in connection server, carries out data communication with server; In the time that data processing equipment 70 is server, this network interface 704 is mainly used in connecting client, carries out data communication with client; And processor 701 can be for calling canned data DP display processor in storer 705, and carry out following operation:
From default appointment table, obtain binary data; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
The application programming interface providing in language library by protobuf is resolved described binary data, and described binary data is deserialized as to the data structure in corresponding proto file;
Export described data structure.
Particularly, the data structure that processor 701 is deserialized as described binary data in corresponding proto file can comprise:
According to the application programming interface providing in the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
Particularly, the described data structure of processor 701 execution output can comprise:
By described data structure storage to specify database table in; Or
The data of the chart format that described data structure building is specified, the line output of going forward side by side.
Particularly, processor 701 can also be carried out obtain binary data from default appointment table before:
Determine the data structure that needs collection, collect raw data according to described established data structure;
By protobuf storehouse, the raw data of collection is carried out to serializing and obtain binary data;
Described binary data is reported in default appointment table.
Particularly, processor 701, after determining the data structure that needs to gather, can also carry out following at least one processing to described established data structure:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
Will be understood that, the function of each functional module of the data processing equipment 70 in the embodiment of the present invention can be according to the method specific implementation in said method embodiment, and its specific implementation process can, with reference to the associated description of said method embodiment, repeat no more herein.
In sum, implement the embodiment of the present invention, the application programming interface providing in language library by protobuf is resolved the binary data collecting, described binary data is deserialized as to the data structure in corresponding proto file, realize dynamically translation data structure, solve the inadequate structuring of static fields in prior art, readable not strong technical matters, more be conducive to the usage data of technician's analysis user, in the time needing statistical study user's specific data, in the time that needs add reported data, without resolving end interpolation parsing accordingly field, realize the parsing of carrying out simultaneously and rapidly data structure, resolution data more neatly, can meet the demand of release quickly product.
One of ordinary skill in the art will appreciate that all or part of flow process realizing in above-described embodiment method, can carry out the hardware that instruction is relevant by computer program to complete, described program can be stored in a computer read/write memory medium, this program, in the time carrying out, can comprise as the flow process of the embodiment of above-mentioned each side method.Wherein, described storage medium can be magnetic disc, CD, read-only store-memory body (Read-Only Memory, ROM) or random store-memory body (Random Access Memory, RAM) etc.
Above disclosed is only preferred embodiment of the present invention, certainly can not limit with this interest field of the present invention, and the equivalent variations of therefore doing according to the claims in the present invention, still belongs to the scope that the present invention is contained.
Claims (10)
1. a data processing method, is characterized in that, comprising:
From default appointment table, obtain binary data; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
The application programming interface providing in language library by protobuf is resolved described binary data, and described binary data is deserialized as to the data structure in corresponding proto file;
Export described data structure.
2. the method for claim 1, is characterized in that, the described data structure that described binary data is deserialized as in corresponding proto file comprises:
According to the application programming interface providing in the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
3. the method for claim 1, is characterized in that, the described data structure of described output comprises:
By described data structure storage to specify database table in; Or
The data of the chart format that described data structure building is specified, the line output of going forward side by side.
4. the method as described in claim 1-3 any one, is characterized in that, described from default appointment table, obtain binary data before, also comprise:
Determine the data structure that needs collection, collect raw data according to described established data structure;
By protobuf storehouse, the raw data of collection is carried out to serializing and obtain binary data;
Described binary data is reported in default appointment table.
5. method as claimed in claim 4, is characterized in that, after described definite data structure that needs to gather, also comprises described established data structure is carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
6. a data processing equipment, is characterized in that, comprising:
Data acquisition module, obtains binary data for the appointment table from default; The binary data of storing in described appointment table is, by protobuf storehouse, the raw data of collection is carried out to the binary data that serializing obtains;
Data resolution module, resolves described binary data for the application programming interface providing by the language library of protobuf, and described binary data is deserialized as to the data structure in corresponding proto file;
Data outputting module, for exporting described data structure.
7. device as claimed in claim 6, is characterized in that, described data resolution module comprises:
Recurrence reading unit, for the application programming interface providing according to the language library of protobuf, the data structure of reserving is in advance resolved to the data structure that language can be resolved, recursively to read the raw data in the proto file that described binary data is corresponding.
8. device as claimed in claim 6, is characterized in that, described data outputting module comprises:
Data storage cell, for the database table to appointment by described data structure storage; Or
Generate output unit, for the data of chart format that described data structure building is specified, the line output of going forward side by side.
9. the device as described in claim 6-8 any one, is characterized in that, also comprises:
Determine acquisition module, before obtaining binary data at described data acquisition module from default appointment table, determine the data structure that needs collection, collect raw data according to described established data structure;
Data Serialization module, obtains binary data for the raw data of collection being carried out to serializing by protobuf storehouse;
Data reporting module, for being reported to described binary data in default appointment table.
10. device as claimed in claim 9, is characterized in that, also comprises:
Data structure processing module, after determining at described definite acquisition module the data structure that needs to gather, described established data structure is carried out to following at least one processing:
Add the data structure reporting; Or
The data structure that deletion reports; Or
The data structure that amendment reports.
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