CN107679172A - A kind of query statistic method and device of data - Google Patents

A kind of query statistic method and device of data Download PDF

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Publication number
CN107679172A
CN107679172A CN201710908677.9A CN201710908677A CN107679172A CN 107679172 A CN107679172 A CN 107679172A CN 201710908677 A CN201710908677 A CN 201710908677A CN 107679172 A CN107679172 A CN 107679172A
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parameter
checked
parameter value
conditional
column data
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王永权
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Beijing QIYI Century Science and Technology Co Ltd
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Beijing QIYI Century Science and Technology Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/70Information retrieval; Database structures therefor; File system structures therefor of video data
    • G06F16/78Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/7867Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, title and artist information, manually generated time, location and usage information, user ratings

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Library & Information Science (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The embodiments of the invention provide a kind of query statistic method and apparatus of data, belong to field of computer technology.Methods described includes:Receive the parameter to be checked of user's input and the parameter value of conditional parameter;Generate querying condition corresponding to the parameter value of the conditional parameter;According to the querying condition, each column data in database is inquired about respectively, exports the parameter value of parameter to be checked;The parameter value for exporting parameter to be checked is counted, exports statistical result.Using the present invention, the efficiency of statistics can be improved.

Description

A kind of query statistic method and device of data
Technical field
The present invention relates to field of computer technology, more particularly to a kind of query statistic method and device of data.
Background technology
With the development of database technology, the application of database is more and more extensive, and species is also more and more.Wherein, hbase Database is one of conventional database.Hbase databases are a kind of distributed, towards row PostgreSQL databases, wherein, often One column data is a single information, that is, the parameter value of one or more parameters can be included, such as, in storage video During information, column data can include the parameters such as video title, issuing time, cast and video playback amount.
User is during using database, it is often necessary to carries out query statistic for a certain parameter in database. Specifically processing procedure is:User edit one be used for for certain parameter carry out lookup statistics code, by running the code Query statistic is carried out in database, so as to obtain statistical result.Make for example, whole video display that A performers are performed can be counted The playback volume of product, the code write by performing user, it can judge whether wrapped in cast respectively in each column data Containing the A performers, if comprising obtaining the playback volume in the column data, so, whole column datas in ergodic data storehouse can To count the playback volume for whole films and television programs that A performers are performed.
Scheme based on prior art, user are often once counted, and are required for writing a code, are caused statistics It is less efficient.
The content of the invention
The purpose of the embodiment of the present invention is the query statistic method and apparatus for providing a kind of data, and statistics is improved to realize The efficiency of data.Concrete technical scheme is as follows:
First aspect, there is provided a kind of query statistic method of data, methods described include:
Receive the parameter to be checked of user's input and the parameter value of conditional parameter;
Generate querying condition corresponding to the parameter value of the conditional parameter;
According to the querying condition, each column data in database is inquired about respectively, exports parameter to be checked Parameter value;
The parameter value for exporting parameter to be checked is counted, exports statistical result.
Second aspect, there is provided a kind of query statistic device of data, described device include:
Receiving module, for receiving the parameter to be checked of user's input and the parameter value of conditional parameter;
Generation module, for generating querying condition corresponding to the parameter value of the conditional parameter;
Output module, for according to the querying condition, inquiring about each column data in database, exporting respectively The parameter value of parameter to be checked;
Statistical module, for being counted to the parameter value for exporting parameter to be checked, export statistical result.
The query statistic method and system of data provided in an embodiment of the present invention, the ginseng to be checked of user's input can be received The parameter value of number and conditional parameter, querying condition corresponding to the parameter value of formation condition parameter, according to querying condition, difference logarithm Inquired about according to each column data in storehouse, export the parameter value of parameter to be checked, the parameter value for exporting parameter to be checked is entered Row statistics, exports statistical result., can be according to the parameter to be checked of user's input in query statistic data based on this programme With the parameter value of conditional parameter, querying condition is automatically generated, code is write without user, improves the efficiency of statistics.When So, all advantages for reaching the above simultaneously must be not necessarily required to by implementing any product of the present invention or method.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing There is the required accompanying drawing used in technology description to be briefly described, it should be apparent that, drawings in the following description are only this Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is a kind of query statistic method flow diagram of data provided in an embodiment of the present invention;
Fig. 2 is the query statistic method flow diagram of another data provided in an embodiment of the present invention;
Fig. 3 is the query statistic method flow diagram of another data provided in an embodiment of the present invention;
Fig. 4 is the query statistic method flow diagram of another data provided in an embodiment of the present invention;
Fig. 5 is a kind of structural representation of the query statistic device of data provided in an embodiment of the present invention;
Fig. 6 is a kind of structural representation of the query statistic device of data provided in an embodiment of the present invention;
Fig. 7 is a kind of structural representation of the query statistic device of data provided in an embodiment of the present invention;
Fig. 8 is the structural representation of a kind of electronic equipment provided in an embodiment 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 carried out clear, complete Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, rather than whole embodiments.It is based on Embodiment in the present invention, those of ordinary skill in the art are obtained every other under the premise of creative work is not made Embodiment, belong to the scope of protection of the invention.
The embodiments of the invention provide a kind of query statistic method of data, this method can apply to data query The terminal of statistical function, such as PC (personal computer, personal computer) ends.As shown in figure 1, the processing of this method Process can be as follows:
Step 101, the parameter value of the conditional parameter of user's input and parameter to be checked are received.
In force, the application program for carrying out data query and statistics can be installed, the terminal can be with terminal Database is connected, and the database can be carried out with arbitrary data storehouse, the present embodiment so that the database is hbase databases as an example Illustrate, other situations are similar therewith.The hbase databases are a kind of distributed, towards row PostgreSQL databases.In addition, this In scheme, storage that the data in database can be formatted, for example, protobuf forms can be used to preserve hbase numbers According to the data in storehouse.Data in hbase are preserved by protobuf, can be identified in hbase databases in each column data Parameter, and then according to parameter logistic according to the storage that is formatted, so as to realize specified parameter and any level of nesting Data search.
When user needs to carry out inquiry and the statistics of data, user can open the application program, Ran Houke in terminal To select to need the data area inquired about in the application program, for example, user can select to be looked into whole database Ask, or, the part table that can select to be directed in database is inquired about, or, it can also be directed in the range of certain time and store Data inquired about.User can also input the parameter value of parameter to be checked and conditional parameter in the application.Wherein, bar Part parameter is the parameter for generating querying condition.For example, user needs to count broadcasting for whole films and television programs that A performers are performed High-volume, then can be using conditional parameter as actor name, parameter value A, parameter to be checked is playback volume.Terminal receives user's input Conditional parameter parameter value and parameter to be checked after, the parameter value of conditional parameter and parameter to be checked can be stored, To carry out subsequent treatment.
Step 102, querying condition corresponding to the parameter value of formation condition parameter.
In force, querying condition generating algorithm can be prestored in terminal, for example, the condition generating algorithm can be Multi-fork tree generation algorithm.The parameter value for the conditional parameter that terminal can input according to condition generating algorithm and user, generation inquiry Condition.It is used for for example, can generate, in the case of conditional parameter is multiple, arrangement of the conditional parameter in querying condition is suitable Sequence can be arbitrary, the present embodiment do not limit,
Step 103, according to querying condition, each column data in database is inquired about respectively, exports ginseng to be checked Several parameter values.
In force, after terminal generation querying condition, can be inquired about according to the querying condition in the needs of user's selection Data search is carried out in data area.Specifically, for each column data in the data area, terminal can be in the column data In, the parameter value of each conditional parameter is obtained, then by the parameter value of each conditional parameter got, with the condition in querying condition The parameter value of parameter is contrasted, and then according to comparing result, judges whether the column data meets querying condition, if it is satisfied, It from the column data, can then obtain the parameter value of parameter to be checked;, can be without subsequent treatment if be unsatisfactory for.
Step 104, the parameter value for exporting parameter to be checked is counted, exports statistical result.
In force, terminal can determine the column data for meeting querying condition, then obtain to be checked in these column datas The parameter value of parameter is ask, and then the sum of the parameter value of the parameter to be checked got can be calculated, obtains statistical result, Ran Houke To export statistical result.It should be noted that in the case of parameter to be checked has multiple, terminal can respectively be calculated and got Each parameter to be checked parameter value sum, so as to obtain statistical result corresponding to each parameter to be checked.
For example, the database is the database for storing video information, then parameter item can include video title, video Type, issuing time, director, performer and video playback amount etc.;Query context is full database inquiry;The parameter value of conditional parameter Set as follows:Video type is TV play, and issuing time is -2017 years 2016, and actor information is A and B;Parameter to be checked is Playback volume.Terminal can judge that column data detailed process can according to conditional parameter formation condition tree by the condition tree Think:For each column data, terminal obtains the video type in the column data, if video type is TV play, obtains Issuing time in the column data, otherwise terminates;Whether the issuing time that terminal judges to get is 2016 or 2017, if It is to obtain the actor information in the column data, otherwise terminates;Terminal is judged in the actor information that gets, if including A and B, If including obtaining and exporting the playback volume in the column data, otherwise terminate.
Optionally, as shown in Fig. 2 according to querying condition, each column data in database is inquired about respectively, exported The concrete processing procedure of the parameter value of parameter to be checked can include:
Step 1031, according to querying condition, each column data in database is inquired about respectively, is met inquiry The column data of condition.
In force, the data area that terminal can be set according to user, obtains the column data in the data area.For The each column data obtained, terminal in the column data, can obtain the parameter value of each conditional parameter, then each by what is got The parameter value of conditional parameter, contrasted with the parameter value of the conditional parameter in querying condition, and then according to comparing result, judged Whether the column data is the column data for meeting querying condition.Wherein, for each column data in data area, the query process can To be parallel.
Step 1032, in the column data of querying condition is met, the parameter value of parameter to be checked is obtained respectively.
In force, terminal is determined after meeting the column data of querying condition, can be respectively in each column data, and acquisition is treated The parameter value of query argument, the acquisition are handled also to be parallel.
Step 1033, the parameter value of the parameter to be checked got is exported.
In force, after terminal gets the parameter value of parameter to be checked, the parameter value can be exported to default storage In region, the parameter value is stored, to be counted.
This provides a kind of implementation for inquiring about column data, can realize parallel place to column data by this way Reason, improve the efficiency of inquiry data.
Optionally, the number of conditional parameter can be it is multiple, as shown in figure 3, the processing procedure of step 102 can be as follows: Step 102 ', according to multiple conditional parameters and the parameter value of each conditional parameter, formation condition tree;Step 103 treats Journey can be as follows:Step 103 ', according to the condition tree of generation, each column data in database is inquired about respectively.
In force, terminal can according to multiple conditional parameters and the parameter value of each conditional parameter, formation condition tree, The condition tree can be multiway tree.The condition tree can support multiple conditional combinations, a variety of condition queries, such as AOI, embedding Cover AOI etc..After terminal formation condition is, column data can be judged by traveling through multiway tree, it is to be checked so as to export The parameter value of parameter.For example, using the data of protobuf forms are specific and condition tree, mapreduce is automatically generated, passes through fortune Row mapreduce scans the data of specified requirements, so as to export lookup result.
So, multiple conditional parameters can be set, realize data query multi-level, that flexibility is larger.
Optionally, as shown in figure 4, before the parameter to be checked and the parameter value of conditional parameter for receiving user's input, also It can include:
Step 100, default parameter selection interface is shown, each parameter that database includes is shown in parameter selection interface , and parameter value setting options corresponding to each parameter item.
In force, after user opens the application program for carrying out data query and statistics, terminal can show that this should With the display interface of program, the display interface can be parameter selection interface, can be shown in parameter selection interface and the end Each parameter item that the data place of end connection includes, and parameter value setting options corresponding to each parameter item.For example, the database It is the database for storing video information, then parameter item can include video title, video type, issuing time, direct, drills Member and video playback amount etc..User can in parameter selection interface alternative condition parameter, and the ginseng of each conditional parameter is set Numerical value, the parameter value can be specific numerical value or a number range.For example, video type can be set for electricity Depending on play, issuing time is -2017 years 2010, performer A.User can also select to be checked in the parameter selection interface Parameter, such as video playback amount.
So, it can facilitate user that conditional parameter and parameter to be checked are set, improve Consumer's Experience.
The query statistic method and system of data provided in an embodiment of the present invention, the ginseng to be checked of user's input can be received The parameter value of number and conditional parameter, querying condition corresponding to the parameter value of formation condition parameter, according to querying condition, difference logarithm Inquired about according to each column data in storehouse, export the parameter value of parameter to be checked, the parameter value for exporting parameter to be checked is entered Row statistics, exports statistical result., can be according to the parameter to be checked of user's input in query statistic data based on this programme With the parameter value of conditional parameter, querying condition is automatically generated, code is write without user, improves the efficiency of statistics.
Based on identical technical concept, the present invention applies the query statistic device that example additionally provides a kind of data, such as Fig. 5 institutes Show, described device includes:
Receiving module 510, for receiving the parameter to be checked of user's input and the parameter value of conditional parameter;
Generation module 520, for generating querying condition corresponding to the parameter value of the conditional parameter;
Output module 530, for according to the querying condition, inquiring about respectively each column data in database, Export the parameter value of parameter to be checked;
Statistical module 540, for being counted to the parameter value for exporting parameter to be checked, export statistical result.
Optionally, as shown in fig. 6, the output module 530, including:
First inquiry submodule 531, for according to the querying condition, respectively to each column data in the database Inquired about, be met the column data of the querying condition;
Acquisition submodule 532, in the column data for meeting the querying condition, obtaining the parameter to be checked respectively Parameter value;
Output sub-module 533, for exporting the parameter value of the parameter to be checked got.
Optionally, the number of the conditional parameter is multiple the generation module 520, to be specifically used for:
According to the multiple conditional parameter and the parameter value of each conditional parameter, formation condition tree;
The output module 530, is specifically used for:
According to the condition tree of generation, each column data in the database is inquired about respectively.
Optionally, as shown in fig. 7, described device also includes:
Display module 550, for showing default parameter selection interface, the number is shown in the parameter selection interface Each parameter item included according to storehouse, and parameter value setting options corresponding to each parameter item.
The query statistic method and system of data provided in an embodiment of the present invention, the ginseng to be checked of user's input can be received The parameter value of number and conditional parameter, querying condition corresponding to the parameter value of formation condition parameter, according to querying condition, difference logarithm Inquired about according to each column data in storehouse, export the parameter value of parameter to be checked, the parameter value for exporting parameter to be checked is entered Row statistics, exports statistical result., can be according to the parameter to be checked of user's input in query statistic data based on this programme With the parameter value of conditional parameter, querying condition is automatically generated, code is write without user, improves the efficiency of statistics.
The embodiment of the present invention additionally provides a kind of electronic equipment, as shown in figure 8, including processor 801, communication interface 802, Memory 803 and communication bus 804, wherein, processor 801, communication interface 802, memory 803 is complete by communication bus 804 Into mutual communication,
Memory 803, for depositing computer program;
Processor 801, during for performing the program deposited on memory 803, realize following steps:
Receive the parameter value of the conditional parameter of user's input and parameter to be checked;
Generate querying condition corresponding to the parameter value of the conditional parameter;
According to the querying condition, each column data in database is inquired about respectively, exports parameter to be checked Parameter value;
The parameter value for exporting parameter to be checked is counted, exports statistical result.
Optionally, it is described according to the querying condition, each column data in the database is inquired about respectively, it is defeated Go out the parameter value of parameter to be checked, including:
According to the querying condition, each column data in the database is inquired about respectively, is met described The column data of querying condition;
In the column data for meeting the querying condition, the parameter value of the parameter to be checked is obtained respectively;
Export the parameter value of the parameter to be checked got.
Optionally, the number of the conditional parameter is multiple to be looked into corresponding to the parameter value of the generation conditional parameter Inquiry condition, including:
According to the multiple conditional parameter and the parameter value of each conditional parameter, formation condition tree;
It is described each column data in the database to be inquired about respectively according to the querying condition, including:
According to the condition tree of generation, each column data in the database is inquired about respectively.
Optionally, it is described receive user input conditional parameter parameter value and parameter to be checked before, in addition to:
Default parameter selection interface is shown, each parameter that the database includes is shown in the parameter selection interface , and parameter value setting options corresponding to each parameter item.
The communication bus that above-mentioned electronic equipment is mentioned can be Peripheral Component Interconnect standard (Peripheral Pomponent Interconnect, abbreviation PCI) bus or EISA (Extended Industry Standard Architecture, abbreviation EISA) bus etc..The communication bus can be divided into address bus, data/address bus, controlling bus etc.. For ease of representing, only represented in figure with a thick line, it is not intended that an only bus or a type of bus.
The communication that communication interface is used between above-mentioned electronic equipment and other equipment.
Memory can include random access memory (Random Access Memory, abbreviation RAM), can also include Nonvolatile memory (non-volatile memory), for example, at least a magnetic disk storage.Optionally, memory may be used also To be at least one storage device for being located remotely from aforementioned processor.
Above-mentioned processor can be general processor, including central processing unit (Central Processing Unit, Abbreviation CPU), network processing unit (Ne twork Processor, abbreviation NP) etc.;It can also be digital signal processor (Digital Signal Processing, abbreviation DSP), application specific integrated circuit (Applica tion Specific Integrated Circuit, abbreviation ASIC), field programmable gate array (Field-Programmable Gate Array, Abbreviation FPGA) either other PLDs, discrete gate or transistor logic, discrete hardware components.
The query statistic method and system of data provided in an embodiment of the present invention, the ginseng to be checked of user's input can be received The parameter value of number and conditional parameter, querying condition corresponding to the parameter value of formation condition parameter, according to querying condition, difference logarithm Inquired about according to each column data in storehouse, export the parameter value of parameter to be checked, the parameter value for exporting parameter to be checked is entered Row statistics, exports statistical result., can be according to the parameter to be checked of user's input in query statistic data based on this programme With the parameter value of conditional parameter, querying condition is automatically generated, code is write without user, improves the efficiency of statistics.
It should be noted that herein, such as first and second or the like relational terms are used merely to a reality Body or operation make a distinction with another entity or operation, and not necessarily require or imply and deposited between these entities or operation In any this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to Nonexcludability includes, so that process, method, article or equipment including a series of elements not only will including those Element, but also the other element including being not expressly set out, or it is this process, method, article or equipment also to include Intrinsic key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that Other identical element also be present in process, method, article or equipment including the key element.
Each embodiment in this specification is described by the way of related, identical similar portion between each embodiment Divide mutually referring to what each embodiment stressed is the difference with other embodiment.It is real especially for system For applying example, because it is substantially similar to embodiment of the method, so description is fairly simple, related part is referring to embodiment of the method Part explanation.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all Any modification, equivalent substitution and improvements made within the spirit and principles in the present invention etc., are all contained in protection scope of the present invention It is interior.

Claims (10)

1. a kind of query statistic method of data, it is characterised in that methods described includes:
Receive the parameter value of the conditional parameter of user's input and parameter to be checked;
Generate querying condition corresponding to the parameter value of the conditional parameter;
According to the querying condition, each column data in database is inquired about respectively, exports the parameter of parameter to be checked Value;
The parameter value for exporting parameter to be checked is counted, exports statistical result.
2. according to the method for claim 1, it is characterised in that it is described according to the querying condition, respectively to the data Each column data in storehouse is inquired about, and exports the parameter value of parameter to be checked, including:
According to the querying condition, each column data in the database is inquired about respectively, is met the inquiry The column data of condition;
In the column data for meeting the querying condition, the parameter value of the parameter to be checked is obtained respectively;
Export the parameter value of the parameter to be checked got.
3. according to the method for claim 1, it is characterised in that the number of the conditional parameter is multiple, the generation institute Querying condition corresponding to the parameter value of conditional parameter is stated, including:
According to the multiple conditional parameter and the parameter value of each conditional parameter, formation condition tree;
It is described each column data in the database to be inquired about respectively according to the querying condition, including:
According to the condition tree of generation, each column data in the database is inquired about respectively.
4. according to the method for claim 1, it is characterised in that it is described receive user input conditional parameter parameter value and Before parameter to be checked, in addition to:
Default parameter selection interface is shown, each parameter item that the database includes is shown in the parameter selection interface, And parameter value setting options corresponding to each parameter item.
5. the query statistic device of a kind of data, it is characterised in that described device includes:
Receiving module, for receiving the parameter to be checked of user's input and the parameter value of conditional parameter;
Generation module, for generating querying condition corresponding to the parameter value of the conditional parameter;
Output module, for according to the querying condition, inquiring about respectively each column data in database, output is to be checked Ask the parameter value of parameter;
Statistical module, for being counted to the parameter value for exporting parameter to be checked, export statistical result.
6. device according to claim 5, it is characterised in that the output module, including:
First inquiry submodule, for according to the querying condition, looking into respectively each column data in the database Ask, be met the column data of the querying condition;
Acquisition submodule, in the column data for meeting the querying condition, obtaining the parameter of the parameter to be checked respectively Value;
Output sub-module, for exporting the parameter value of the parameter to be checked got.
7. device according to claim 5, it is characterised in that the number of the conditional parameter is multiple, the generation mould Block, it is specifically used for:
According to the multiple conditional parameter and the parameter value of each conditional parameter, formation condition tree;
The output module, is specifically used for:
3rd, according to the condition tree of generation, inquires about each column data in the database respectively.
8. device according to claim 5, it is characterised in that described device also includes:
Display module, for showing default parameter selection interface, the database bag is shown in the parameter selection interface Each parameter item contained, and parameter value setting options corresponding to each parameter item.
9. a kind of electronic equipment, it is characterised in that including processor, communication interface, memory and communication bus, wherein, processing Device, communication interface, memory complete mutual communication by communication bus;
Memory, for depositing computer program;
Processor, during for performing the program deposited on memory, realize any described method and steps of claim 1-4.
10. a kind of computer-readable recording medium, it is characterised in that the computer-readable recording medium internal memory contains computer Program, the computer program realize claim 1-4 any described method and steps when being executed by processor.
CN201710908677.9A 2017-09-29 2017-09-29 A kind of query statistic method and device of data Pending CN107679172A (en)

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US20060179049A1 (en) * 2001-05-17 2006-08-10 Andrey Balmin System for querying markup language data stored in a relational database according to markup language schema
CN103049556A (en) * 2012-12-28 2013-04-17 中国科学院深圳先进技术研究院 Fast statistical query method for mass medical data
CN103793469A (en) * 2013-12-30 2014-05-14 远光软件股份有限公司 Data inquiry statistics method and data inquiry statistics system
CN105653561A (en) * 2014-12-02 2016-06-08 阿里巴巴集团控股有限公司 Data processing method and apparatus

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020078015A1 (en) * 2000-11-22 2002-06-20 Sybase, Inc. Database system with methodogy providing faster n-ary nested loop joins
US20060179049A1 (en) * 2001-05-17 2006-08-10 Andrey Balmin System for querying markup language data stored in a relational database according to markup language schema
CN1452096A (en) * 2002-04-20 2003-10-29 鸿富锦精密工业(深圳)有限公司 Universal intellectual property information inquiry platform and method
CN103049556A (en) * 2012-12-28 2013-04-17 中国科学院深圳先进技术研究院 Fast statistical query method for mass medical data
CN103793469A (en) * 2013-12-30 2014-05-14 远光软件股份有限公司 Data inquiry statistics method and data inquiry statistics system
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