CN109213789A - A kind of analysis method and device about business SQL - Google Patents
A kind of analysis method and device about business SQL Download PDFInfo
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- CN109213789A CN109213789A CN201710552107.0A CN201710552107A CN109213789A CN 109213789 A CN109213789 A CN 109213789A CN 201710552107 A CN201710552107 A CN 201710552107A CN 109213789 A CN109213789 A CN 109213789A
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Abstract
The present invention provides a kind of analysis method and device about business SQL statement, wherein after receiving Client-initiated service request, the analysis method executes following steps: increasing the blocker of SQLSession in Data Persistence Layer, obtains the SQL statement of execution business；Analysis logic is executed according to presupposition analysis rule to the SQL statement of acquisition, generates analysis result.The present invention uses the technological means for carrying out Accurate Interception in data base persistence layer to business SQL and collecting, while can also directly generate desired SQL statistical conditions report.
Description
Technical field
The present invention relates to computer fields, and in particular to a kind of analysis method and device about business SQL statement.
Background technique
Services Oriented Achitecture (Service-oriented Architecture, abbreviation SOA) is application program body
Architecture, the interface issued by it can be called by other application program.In SOA, the functional all encapsulation of institute are independent clothes
Business, external application is not aware that how the service function is realized, and whether be only concerned can return to desired result.Base
In the differentiation of business scenario and the type selecting of Technical Architecture, data persistence uses relational data Kucheng primary selection, example
Such as ORACLE, SQLSERVER, MYSQL, DB2, especially for the system based on SOA framework, data persistence is even more to realize
The necessary links of data landing.
In the prior art, in order to realize the optimization to operation system and unified optimization data base persistence layer, such as
Different business scenarios needs to switch over the type of database, database relation is transformed the operation such as upgrading, requires
All business SQL statements are intercepted from the data access layer under the logical process layer that everywhere executes business, to obtain database visit
Ask the business SQL statement of layer, and for statistical analysis to the business SQL statement of data base persistence layer.The business SQL for needing to analyze
It is broadly divided into DML and two kinds of DDL.For being only concerned the scene of data variation, only need to analyze DDL can meet demand.
It is noted that intercepting SQL statement needs to pay attention to two o'clock:
1, guarantee that the SQL statement that each executed all successfully is recorded；
2, existing business cannot be influenced to operate normally.
It follows that in order to realize interception and analysis SQL statement, it would be desirable to be performed in every SQL statement, also need
A log is recorded simultaneously, then all logs are analyzed one by one, generate the data sheet for meeting particular demands, than
If every SQL statement has been performed how many times, which kind of parameter most often occurs as the input condition of SQL statement.
However, at least there are the following problems in the prior art for inventor's discovery in realizing process of the present invention:
The prior art is can not directly to extract SQL statement, but need to remember by way of log by third party's tool
SQL statement is recorded, this mode causes the method for analyzing SQL statement not intuitive enough, and exists in these logs and lose SQL statement
Risk, therefore analyze business SQL statement accuracy it is lower, effect is poor.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of analysis method and device about business SQL statement, it can be not
In the case where influencing original service logic, Accurate Interception is carried out to business SQL statement in data base persistence layer, and can be direct
Generate the SQL statistical conditions report for meeting particular demands.
To achieve the above object, according to an aspect of the invention, there is provided a kind of analysis side about business SQL statement
Method, wherein the analysis method executes following steps after receiving Client-initiated service request:
Increase the blocker of SQLSession in Data Persistence Layer, obtains the SQL statement of execution business；
Analysis logic is executed according to presupposition analysis rule to the SQL statement of acquisition, generates analysis result.
Optionally, the blocker of the SQLSession is the OpenSession using SqlsessionFactory interface
Method creation.
Optionally, the classification results include: the type of the corresponding SQL statement of the business, parameter, statement and
Execute frequency.
Optionally, this method further include: the SQL statement that will acquire using Cassandra database and the analysis
As a result it is stored, generates data sheet.
Optionally, this method further include: after the SQL statement for obtaining execution business, to corresponding with the SQL statement
Database and data connection carry out abnormal monitoring.
The embodiment of the present invention also provides a kind of analytical equipment about business SQL statement, and wherein the analytical equipment includes:
Data acquisition module obtains the SQL of execution business for increasing the blocker of SQLSession in Data Persistence Layer
Sentence；
Data analysis module executes analysis logic according to presupposition analysis rule for the SQL statement to acquisition, generates
Analyze result.
Optionally, the blocker of the SQLSession is the OpenSession using SqlsessionFactory interface
Method creation.
Optionally, the classification results include: type, parameter, statement and the SQL of the SQL statement of the business
The execution frequency of sentence.
Optionally, described device further include: data memory module, the business SQL statement that will acquire using Cassandra and
The analysis result is stored, and data sheet is generated.
Optionally, described device further include: abnormal monitoring module is right for after the SQL statement for obtaining the business
Database corresponding with the business SQL and data connection carry out abnormal monitoring.
The embodiment of the present invention also provides a kind of electronic equipment, which includes: one or more processors；Storage dress
It sets, for storing one or more programs, when one or more of programs are executed by one or more of processors, so that
One or more of processors realize the analysis method about business SQL statement.
The embodiment of the present invention also provides a kind of computer-readable medium, is stored thereon with computer program, described program quilt
The analysis method about business SQL statement is realized when processor executes.
One embodiment in foregoing invention have the following advantages that or the utility model has the advantages that
Because using the technological means for carrying out Accurate Interception in data base persistence layer to business SQL and collecting, while may be used also
To directly generate the Data Connection Pool service condition of desired SQL statistical conditions report and deeper analytical database,
Alarm can be issued in advance when database resource is occupied in violation of rules and regulations, side easy to use can carry out abnormal adjustment as early as possible.Work as number
When according to library throw exception information, it can also directly grab root exception and be sent to user by modes such as SMS, mails,
User is allowed to carry out the processing of relevant abnormalities prediction scheme according to intuitive error message at the first time.
Further effect possessed by above-mentioned non-usual optional way adds hereinafter in conjunction with specific embodiment
With explanation.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.In the accompanying drawings:
Fig. 1 is the schematic diagram of the main flow of the analysis method according to an embodiment of the present invention about business SQL statement；
Fig. 2 is the schematic diagram of the main modular of the analytical equipment according to an embodiment of the present invention about business SQL statement；
Fig. 3 is adapted for for the electronic equipment of realizing the analysis method about business SQL statement of the embodiment of the present invention
The structural schematic diagram of computer system.
Specific embodiment
Below in conjunction with attached drawing, an exemplary embodiment of the present invention will be described, including the various of the embodiment of the present invention
Details should think them only exemplary to help understanding.Therefore, those of ordinary skill in the art should recognize
It arrives, it can be with various changes and modifications are made to the embodiments described herein, without departing from scope and spirit of the present invention.Together
Sample, for clarity and conciseness, descriptions of well-known functions and structures are omitted from the following description.
Herein, it is to be understood that in related term:
SOA: Services Oriented Achitecture (Service-Oriented Architecture) is construction distributed computing
Application program method.Function of application is sent to end user or other services by it.It uses and opens
Standard is put, is interacted with software resource and uses the standard mode indicated.
Cassandra database: being a set of open source distribution NoSQL Database Systems, main feature is exactly that it is not
One database, but the distributed network services collectively formed by a pile database node, to one of Cassandra
Write operation can be copied to other nodes up, the read operation to Cassandra, can also be routed to above some node and go
It reads.For a Cassandra cluster, scalability is fairly simple thing, adds section inside cluster by all means
Point can.
Illustrative methods
Fig. 1 is that the flow diagram of the analysis method according to an embodiment of the present invention about business SQL statement is introduced.
After receiving Client-initiated service request, the analysis method executes following steps:
S101: increase the blocker of SQLSession in Data Persistence Layer, obtain the SQL statement of execution business；
S102: analysis logic is executed according to presupposition analysis rule to the SQL statement of acquisition, generates analysis result.
Optionally, the blocker of the SQLSession is the OpenSession using SqlsessionFactory interface
Method creation.
Optionally, the classification results include: the type of the corresponding SQL statement of the business, parameter, statement and
Execute frequency.
Optionally, this method further include: the SQL statement that will acquire using Cassandra database and the analysis
As a result it is stored, generates data sheet.
Optionally, this method further include: after the SQL statement for obtaining execution business, to corresponding with the SQL statement
Database and data connection carry out abnormal monitoring.
Embodiment
The present invention is specifically described below with reference to a specific embodiment, however, it should be noted that the specific implementation
Example does not constitute improper limitations of the present invention merely to better describe the present invention.
Firstly, changing look into Deng SQL behavior for intercepting additions and deletions according to the blocker for increasing SQLSession in Data Persistence Layer
Sentence.
Specifically, an interception SQL session, the i.e. factory class of SqlSession are realized
(InterceptStatementSqlSessionFactory)。
At the same time, it realizes factory's manufacture class (SqlSessionFactory) of interception SQL session, and is the factory
The openSession method that manufacture class opens interception SQL session assigns more behaviors.
It is noted that realizing factory's blocker (crucial class of the SQL session
InterceptStatementSqlSession it) and realizes SQL session (SqlSession), is realized and intercepted by overloaded method
SQL behavior the functions such as looks into order to which user assigns analysis additions and deletions to the blocker and changes, is assembled into final data.
In an embodiment of the present invention, while SqlSession blocker executes and intercepts SQL session, system can will be blocked
All SQL sessions (Statement) cut save into Cassandra database.
It can root with this by obtaining the Statement reference situation executed in SQL session under actual services scene
Data statistics and analysis are carried out to the relevant information for executing business SQL according to actual statistical demand, such as counts each SQL and executes
Number.
Specifically, the embodiment of the present invention is cached using Cassandra centralization to store above-mentioned interception SQL and to it
It is after being analyzed as a result, the analysis result thus according to storage ultimately generates corresponding data sheet.
For example, will each unique SQL statement as key, and by SQL statement execute number be denoted as value, with this shape
Formula (key-value hash data structure) is as the data sheet finally obtained.In addition, the embodiment of the present invention can also pass through utilization
The statistics Hash table key's of Cassandra database increases situation (hincrby method) certainly, so as to obtain each SQL statement
The information such as frequency, type, the parameter of execution.
In an embodiment of the present invention, the present invention can also can then confirm that the SQL that interception obtains by intercepting SQL
Whether the grammer of sentence conforms to the standard, and effectively connects to the corresponding database of execution business SQL statement and to the data of database
It connects pond service condition and carries out abnormal monitoring.
Specifically, if the connection number accounting of availability database is less than 20%, system can send postal to user
Part or short message prompt allow user to carry out intervention processing as early as possible, prevent from further deteriorating.
If occurring " union all ", " in " etc. in the SQL statement of interception may cause the operation inquired slowly, system
It can be found in time and issue the user with abnormal prompt.
The present invention can also analyze the executive plan of SQL statement, generate data sheet according to the result of executive plan, thus
Judge the whether effective utilization rate index of business SQL.
As shown in Fig. 2, the structural representation of the analytical equipment about business SQL statement provided for the embodiment of the present invention
Figure, wherein the analytical equipment includes:
Data acquisition module 201 obtains execution business for increasing the blocker of SQLSession in Data Persistence Layer
SQL statement；
Data analysis module 202 executes analysis logic according to presupposition analysis rule for the SQL statement to acquisition,
Generate analysis result.
Optionally, the blocker of the SQLSession is the OpenSession using SqlsessionFactory interface
Method creation.
Optionally, the classification results include: the type of the corresponding SQL statement of the business, parameter, statement and
Execute frequency.
Optionally, this method further include: the SQL statement that will acquire using Cassandra database and the analysis
As a result it is stored, generates data sheet.
Optionally, this method further include: after the SQL statement for obtaining execution business, to corresponding with the SQL statement
Database and data connection carry out abnormal monitoring.
Since the analytical equipment provided by the invention about business SQL statement is the corresponding device of the above method, therefore do not exist
This is repeated.
Below with reference to Fig. 3, it illustrates the computer systems 300 for the terminal device for being suitable for being used to realize the embodiment of the present invention
Structural schematic diagram.Terminal device shown in Fig. 3 is only an example, function to the embodiment of the present invention and should not use model
Shroud carrys out any restrictions.
As shown in figure 3, computer system 300 includes central processing unit (CPU) 301, it can be read-only according to being stored in
Program in memory (ROM) 302 or be loaded into the program in random access storage device (RAM) 303 from storage section 308 and
Execute various movements appropriate and processing.In RAM 303, also it is stored with system 300 and operates required various programs and data.
CPU 301, ROM 302 and RAM 303 are connected with each other by bus 304.Input/output (I/O) interface 305 is also connected to always
Line 304.
I/O interface 305 is connected to lower component: the importation 306 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 307 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 308 including hard disk etc.；
And the communications portion 309 of the network interface card including LAN card, modem etc..Communications portion 309 via such as because
The network of spy's net executes communication process.Driver 310 is also connected to I/O interface 305 as needed.Detachable media 311, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 310, in order to read from thereon
Computer program be mounted into storage section 308 as needed.
Particularly, disclosed embodiment, the process described above with reference to flow chart may be implemented as counting according to the present invention
Calculation machine software program.For example, embodiment disclosed by the invention includes a kind of computer program product comprising be carried on computer
Computer program on readable medium, the computer program include the program code for method shown in execution flow chart.?
In such embodiment, which can be downloaded and installed from network by communications portion 309, and/or from can
Medium 311 is dismantled to be mounted.When the computer program is executed by central processing unit (CPU) 301, system of the invention is executed
The above-mentioned function of middle restriction.
It should be noted that computer-readable medium shown in the present invention can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Meter
The more specific example of calculation machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, just of one or more conducting wires
Taking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In the present invention, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at this
In invention, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentioned
Any appropriate combination.
Flow chart and block diagram in attached drawing are illustrated according to the system of various embodiments of the invention, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram or flow chart and the box in block diagram or flow chart, can use and execute rule
The dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
Being described in module involved in the embodiment of the present invention can be realized by way of software, can also be by hard
The mode of part is realized.Described module also can be set in the processor, for example, can be described as: a kind of processor packet
Include data acquisition module 21, data analysis module 22.Wherein, the title of these modules is not constituted under certain conditions to the mould
The restriction of block itself.
As on the other hand, the present invention also provides a kind of computer-readable medium, which be can be
Included in equipment described in above-described embodiment；It is also possible to individualism, and without in the supplying equipment.Above-mentioned calculating
Machine readable medium carries one or more program, when said one or multiple programs are executed by the equipment, makes
Obtaining the equipment includes:
Step S101: increase the blocker of SQLSession in Data Persistence Layer, obtain the SQL statement of execution business；
Step S102: analysis logic is executed according to presupposition analysis rule to the SQL statement of acquisition, generates analysis knot
Fruit.
Since the present invention is not in the case where influencing original service logic, data base persistence layer is further goed deep into
Analysis, business SQL is intercepted and collect correlation analysis as a result, clearly can intuitively see each business SQL execute
The case where, business scenario is summarized and analyzed and Database performance tuning has important references value.In addition, the present invention can also be right
The state and SQL itself of database connection are analyzed, and are given warning in advance, dangerous presence are perceived as early as possible, to ensure business
Orderly execution.
Above-mentioned specific embodiment, does not constitute a limitation on the scope of protection of the present invention.Those skilled in the art should be bright
It is white, design requirement and other factors are depended on, various modifications, combination, sub-portfolio and substitution can occur.It is any
Made modifications, equivalent substitutions and improvements etc. within the spirit and principles in the present invention, should be included in the scope of the present invention
Within.
Claims (12)
1. a kind of analysis method about business SQL statement, which is characterized in that receive Client-initiated service request it
Afterwards, the analysis method executes following steps:
Increase the blocker of SQLSession in Data Persistence Layer, obtains the SQL statement of execution business；
Analysis logic is executed according to presupposition analysis rule to the SQL statement of acquisition, generates analysis result.
2. analysis method according to claim 1, which is characterized in that the blocker of the SQLSession be using
The OpenSession method creation of SqlsessionFactory interface.
3. analysis method according to claim 1, which is characterized in that the classification results include:
The type of the corresponding SQL statement of the business, parameter, statement and execute frequency.
4. analysis method according to claim 1, which is characterized in that further include: it will acquire using Cassandra database
The SQL statement and the analysis result stored, generate data sheet.
5. analysis method according to claim 1, which is characterized in that further include:
After the SQL statement for obtaining execution business, database corresponding with the SQL statement and data connection are carried out
Abnormal monitoring.
6. a kind of analytical equipment about business SQL statement, which is characterized in that the analytical equipment includes:
Data acquisition module obtains the SQL language of execution business for increasing the blocker of SQLSession in Data Persistence Layer
Sentence；
Data analysis module executes analysis logic according to presupposition analysis rule for the SQL statement to acquisition, generates analysis
As a result.
7. analytical equipment according to claim 6, which is characterized in that the blocker of the SQLSession be using
The OpenSession method creation of SqlsessionFactory interface.
8. analytical equipment according to claim 6, which is characterized in that the classification results include:
The type of the corresponding SQL statement of the business, parameter, statement and execute frequency.
9. analytical equipment according to claim 6, which is characterized in that described device further include:
Data memory module, the SQL statement that will acquire using Cassandra database and the analysis result are deposited
Storage generates data sheet.
10. analytical equipment according to claim 6, which is characterized in that described device further include:
Abnormal monitoring module, for obtain execution business SQL statement after, to database corresponding with the SQL statement
Abnormal monitoring is carried out with data connection.
11. a kind of electronic equipment characterized by comprising
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
Now such as method as claimed in any one of claims 1 to 5.
12. a kind of computer-readable medium, is stored thereon with computer program, which is characterized in that described program is held by processor
Such as method as claimed in any one of claims 1 to 5 is realized when row.
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