CN109947883A - A kind of method, apparatus and storage medium of GIS-Geographic Information System focus statistics - Google Patents
A kind of method, apparatus and storage medium of GIS-Geographic Information System focus statistics Download PDFInfo
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Abstract
This application provides the method, apparatus and storage medium of a kind of GIS-Geographic Information System focus statistics, wherein method includes: to collect code from trend GIS-Geographic Information System server injection GIS-Geographic Information System hot spot；By the GIS-Geographic Information System hot spot collect code collect the GIS-Geographic Information System server access information and therefrom extraction hot spot data information；Searching database is stored in by the hot spot data information.The problems such as the application solves the GIS-Geographic Information System server existing in the prior art needed for different GIS-Geographic Information System manufacturers by above-mentioned means and individually modifies source code, scheme poor universality.
Description
Technical field
The present invention relates to geographic information system technology fields, particularly, are related to a kind of GIS-Geographic Information System focus statistics
Method, apparatus and storage medium.
Background technique
GIS-Geographic Information System (GIS, GeographicInformationSystems) technology is to rapidly develop in recent years
The Spatial information processing technology come, it is based on geographical space, using geographical model analysis method, implements to provide a variety of
Space and dynamic geography information are a kind of computer technology systems for Geographical Study and geographical decision service.Its basic training
Can be will be from database, electronic form file or in a program the Form data that directly input are converted to geographical graphic and show
Show, then to display result browsing, operation and analysis.It not only can effectively manage the various resource environments with space attribute
Information quickly test with duplicate analysis to resource and environmental management and practice model, thus formulate decision, carry out it is scientific and
The standard of policy is evaluated, and effectively the resource environment situation to more periods and production activity change can carry out dynamic monitoring
Compare with analysis, it is data collection, spatial analysis and decision process is comprehensive for a common information flow, it will be apparent that improve work
Efficiency and economic benefit.
In the data collection analysis of GIS, one of undoubtedly common means are counted to the hot spot of GIS, heat is provided
Point statistical result is also the important way of GIS application.The hot spot of GIS can be divided into map hot point (map according to its statistical content
Browse most regions) and data hot spot (inquired in addition to browsing in generalized information system, analyze most regions), these focus statistics
As a result usually indicated using hotspot graph, i.e., by using different marks by the region on figure or the page according to concerned degree
Difference marked and presented, the means of mark generally use the depth of color, point density and present specific gravity form.
For example, in practical applications, administrator can know which panel region of map is of greatest concern, access is most by " GIS hotspot graph ",
To aid decision, and the regional sustained is optimized.
There are two types of the schemes generally used when carrying out GIS focus statistics in the prior art, the first scheme is by acting on behalf of mould
The log of block analysis GIS server, to obtain GIS hot spot data and be stored in searching database.This scheme requires GIS service
It to include the information such as the related data, such as longitude and latitude, name map of GIS hot spot in the log information of device.It is original not changing
In the case where the original logic of GIS server, this scheme has limitation.Second scheme is by reverse proxy service (ginseng
See attached drawing 1), it analyzed in agency, obtain GIS hot spot data, and be stored in searching database.This scheme requires the request of user
It can be just collected into GIS hot spot data by agency, be to extract hot information from uniform resource locator (URL), when
When not embodying coordinate information in URL, such as the URL indicated with non-universal row of tiles row number, GIS service will become very multiple
It is miscellaneous.
In addition, these GIS focus statistics schemes are generally set about inside code, need to modify source code, schemes or divide going out
The place of analysis increases code logic, and coordinate points used in each operation are stored in the database of oneself；It is inquired when showing
Database renders hotspot graph with colour band in front end；Therefore scheme often has specificity, can not be general.
Based on problem above, this field need one kind it is not necessary to modify source code, using the stronger GIS focus statistics of universality
Method.
Summary of the invention
The application provides the method, apparatus and storage medium of a kind of GIS focus statistics, exists in the prior art for solving
The GIS server needed for different GIS manufacturers individually modify source code, the problems such as scheme poor universality.
The method of a kind of GIS focus statistics disclosed in the present application, which comprises inject GIS from trend GIS server
Hot spot collects code；Code is collected by the GIS hot spot to collect the access information of the GIS server and therefrom extract hot spot
Data information；Searching database is stored in by the hot spot data information.
In the method for the invention, it is described from trend GIS server injection GIS hot spot collect code include: described in modification
The start-up parameter of GIS server, so that the GIS server loads the class of agency on startup；It is moved with by the agency
State modifies specified class, injects the GIS hot spot and collects code.
In the method for the invention, the extraction hot spot data information includes extracting geographical coordinate and being projected.
In the method for the invention, the coordinate information after the projection is merged before being stored in searching database.
In the method for the invention, the method also includes reading the hot spot data information simultaneously from the searching database
It is shown in the form of services.
In the method for the invention, described to be shown in the form of services including rendering hotspot graph in a manner of colour band, and
The hotspot graph is superimposed upon on map and is shown.
In the method for the invention, the searching database is Elastic Search database.
A kind of device of GIS focus statistics disclosed in the present application, described device includes: proxy module, is used for from trend GIS
Server injects GIS hot spot and collects code；Data collection module collects the GIS for collecting code by the GIS hot spot
The access information of server；Data extraction module, for extracting hot spot data information from the access information；With storage mould
Block, for the hot spot data information to be stored in searching database.
In the apparatus of the present, the proxy module includes: modified module, for modifying opening for the GIS server
Dynamic parameter, so that the GIS server loads the class of agency on startup；And injection module, for dynamic by the agency
State modifies specified class, injects the GIS hot spot and collects code.
In the apparatus of the present, the extraction hot spot data information includes extracting geographical coordinate and being projected.
It in the apparatus of the present, further include merging module, after before being stored in searching database to the projection
Coordinate information merges.
It in the apparatus of the present, further include display module, for reading the hot spot data from the searching database
Information is simultaneously shown in the form of services.
In the apparatus of the present, described to be shown in the form of services including rendering hotspot graph in a manner of colour band, and
The hotspot graph is superimposed upon on map and is shown.
In the apparatus of the present, the hot spot data information is stored in the searching database after merging.
Disclosed herein as well is a kind of storage mediums for being recorded on the program for executing the above method.
Compared with prior art, the present processes and device have the advantage that
1, it is not necessary to modify source code, the access hot spot of any type GIS server can be counted, and statistical result is stored in and is retrieved
Database, process are general.
2, step uses information and merges, avoid frequently writing into and cause to searching database before being stored in searching database
Excessive load.
3, it extracts hot information and does not pass through agency, it is more accurate and be easier to obtain complete GIS hot but from code logic
Point statistical chart.
4, the related data in the log information of GIS server comprising GIS hot spot is not required, and applicability is more preferable.
Detailed description of the invention
The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as the limitation to the application.And whole
In a attached drawing, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Fig. 1 is the protocol procedures schematic diagram of GIS focus statistics in the prior art；
Fig. 2 is the flow chart of the embodiment of the method 10 of the application GIS focus statistics；
Fig. 3 is the flow chart of the embodiment of the device 20 of the application GIS focus statistics.
Specific embodiment
In order to make the above objects, features, and advantages of the present application more apparent, with reference to the accompanying drawing and it is specific real
Applying mode, the present application will be further described in detail.
In the description of the present application, it is to be understood that term " request ", " second " are used for description purposes only, and cannot
It is interpreted as indication or suggestion relative importance or implicitly indicates the quantity of indicated technical characteristic.It defines and " asks as a result,
Ask ", the feature of " second " can explicitly or implicitly include one or more of the features.The meaning of " plurality " is two
Or it is more than two, unless otherwise specifically defined.The terms "include", "comprise" and similar terms are understood to out
The term of putting property, i.e., " including/including but not limited to ".Term "based" is " being based at least partially on ".Term " embodiment "
It indicates " at least one embodiment "；Term " another embodiment " expression " at least one other embodiment ".The phase of other terms
Pass definition provides in will be described below.
Illustrate GIS hot spot according to an embodiment of the invention, suitable for solving above-mentioned technical problem below with reference to Fig. 2
The flow chart of the method for statistics.As shown in Fig. 2, the method 10 of the embodiment of the present invention starts from step S110, in step s 110, from
Trend GIS server injects GIS hot spot and collects code.Such as it can specifically include in step S110: described in step S1101 modification
The start-up parameter of GIS server, so that the GIS server loads the class of agency on startup；Pass through institute with step S1103
It states agency's dynamic and modifies specified class, inject the GIS hot spot and collect code.
In an embodiment according to the present invention, the GIS server can be modified in step S1101 automatically by script
Start-up parameter can specifically be increased by script command into the start-up parameter of the GIS server in step S1101
Javaagen parameter, so that the GIS server loads the class of agency on startup.
In an embodiment according to the present invention, Instrumentation Technique dynamic modification institute can be used in step S1103
The specified class of GIS server is stated, so that injecting the GIS hot spot collects code.Specifically, it can be used in step S1103
Instrumentation technology, by realizing the transformer method of interface ClassFileTransformer come dynamic
The specified class of the GIS server is modified, so that injecting the GIS hot spot collects code.
In an embodiment according to the present invention, it can also include step S100 before step S110: confirm going out for generalized information system
Figure, query interface.
After step silo, it executes step S130 and the GIS server is collected by GIS hot spot collection code
Access information and step S150 extract hot spot data information from the access information.
In an embodiment according to the present invention, access information can be browsing information, query information, analysis information or they
Combination.In an embodiment according to the present invention, hot spot data information can be browsing information, query information, analysis information or
Their combination.For example, GIS hot spot collects code can collect browsing information, and step after process from GIS server
Processing finally shows browsing hot spot in hotspot graph；Browsing information and query information can also be collected from GIS server, and passed through
After the processing of step finally shows browsing hot spot, inquiry hot spot and browsing and inquiry hot spot superposition in hotspot graph after crossing
Hot spot.
In an embodiment according to the present invention, the extraction hot spot data information in step S150 may include extracting geographical seat
The geographical coordinate being collected into simultaneously is carried out projection transform to the same coordinate system, so that it can be correct in hotspot graph by mark information
Display.
After the step s 150, it executes step S170: the hot spot data information is stored in searching database.Specifically,
The hot spot data information being collected into can be stored in ElasticSearch database.
In an embodiment according to the present invention, step can be optionally added between step S150 and step S170
160, searching database is written in batch again after merging to the coordinate information after the projection, such as when the hot spot number being collected into
According to write-in searching database is carried out when reaching certain amount again, reduction frequently writes into database, improves performance.
Optionally, in an embodiment of the present invention, step S190 can be performed after step S170: from the searching database
It reads the hot spot data information and is shown in the form of services.For example, hot spot data can be read from searching database
Information, and hotspot graph is rendered according to hot spot data information colour band (different colours indicate different temperatures) mode, and by the heat
Point diagram is superimposed upon on map and shows.
Further, the colour band of different hot spot datas can also be overlapped, for example, if from searching database reading
It is browsing hot spot and inquiry two kinds of hot informations of hot spot, hot spot is finally browsed with red display in hotspot graph, blue shows and looks into
Hot spot is ask, i.e., red more deep, the number for representing browsing is more, and the blue the deep, and the number for representing inquiry is more, then can be with
To be indicated after browsing hot spot and inquiry hot information superposition with green, i.e., the green the deep, represent browsing and inquiry number and more
Greatly.
It is corresponding with above-mentioned method 10, the present invention also provides a kind of embodiment, be suitable for solve above-mentioned technical problem
GIS focus statistics device 20.Referring to Fig. 3, which includes: proxy module 210；Data collection module 230；Data mention
Modulus block 250；With memory module 270.
Corresponding to above step S110, the proxy module 210 in device 20 is warm from trend GIS server injection GIS
Point collects code.Such as proxy module 210 can also include: specifically modified module 2101 and injection module 2103, wherein modifying
Module 2101 is used to modify the start-up parameter of the GIS server, so that the GIS server loads agency's on startup
Class；Injection module 2103 is used to modify specified class by agency's dynamic, injects the GIS hot spot and collects code.
In an embodiment according to the present invention, modified module 2101 can modify the GIS server automatically by script
Start-up parameter, specifically, modified module 2101 can be increased by script command into the start-up parameter of the GIS server
Javaagen parameter, so that the GIS server loads the class of agency on startup.
In an embodiment according to the present invention, injection module 2103 can be used Instrumentation Technique dynamic and repair
Change the specified class of the GIS server, so that injecting the GIS hot spot collects code.Specifically, injection module 2103 can make
With Instrumentation technology, moved by realizing the transformer method of interface ClassFileTransformer
The specified class of the modification GIS server of state, so that injecting the GIS hot spot collects code.
In an embodiment according to the present invention, device 20 can also confirm that module 200, for confirm generalized information system go out figure,
Query interface.
Correspond to above step S130 later, data collection module 230 is collected code by the GIS hot spot and collected
The access information of the GIS server, data extraction module 250 therefrom extracts hot spot data information later.
In an embodiment according to the present invention, access information can be browsing information, query information, analysis information or they
Combination.In an embodiment according to the present invention, hot spot data information can be browsing information, query information, analysis information or
Their combination.For example, GIS hot spot collects code can collect browsing information, and step after process from GIS server
Processing finally shows browsing hot spot in hotspot graph；Browsing information and query information can also be collected from GIS server, and passed through
After the processing of step finally shows browsing hot spot, inquiry hot spot and browsing and inquiry hot spot superposition in hotspot graph after crossing
Hot spot.
In an embodiment according to the present invention, data extraction module 250 can extract geographic coordinate information and handle is collected into
Geographical coordinate carry out projection transform to the same coordinate system so that it can correctly show in hotspot graph.
Correspond to above step S170 later, the hot spot data information is stored in retrieval data by memory module 270
Library.Specifically, the hot spot data information being collected into can be stored in ElasticSearch database by memory module 270.
In an embodiment according to the present invention, described device can also include merging module 260, for data to be extracted mould
Block 250 extracts and the coordinate information of projection process merges, and searching database, example are written in batches by memory module 270 again after merging
Searching database is such as written by memory module 270 again when the hot spot data being collected into reaches certain amount, is reduced to database
Frequently write into, improve performance.
Optionally, in an embodiment of the present invention, device 20 can also include display module 290, be used for from the retrieval
Database reads the hot spot data information and is shown in the form of services.For example, display module 290 can be from retrieval number
Hot spot data information is read according to library, and heat is rendered according to hot spot data information colour band (different colours indicate different temperatures) mode
Point diagram, and the hotspot graph is superimposed upon on map and is shown.
Further, the colour band of different hot spot datas can also be overlapped, for example, if display module 290 is from retrieval
What database was read is browsing hot spot and inquiry two kinds of hot informations of hot spot, finally browses heat in hotspot graph with red display
Point, blue show inquiry hot spot, i.e., red more deep, the number for representing browsing is more, and the blue the deep, represent inquiry number more
More, then can also will be indicated after browsing hot spot and inquiry hot information superposition with green, i.e., the green the deep, represent browsing with
The number of inquiry and bigger.
It should be noted that above-mentioned apparatus embodiment belongs to preferred embodiment, related unit and module might not
It is necessary to the application.
For the various method embodiments described above, simple in order to describe, therefore, it is stated as a series of action combinations, but
It is that those skilled in the art should be aware of, the application is not limited by the described action sequence, because according to the application,
Certain steps can serially or simultaneously be executed using other；Secondly, those skilled in the art should also know that, the above method is implemented
Example belongs to preferred embodiment, necessary to related actions and modules not necessarily the application.
Disclosed herein as well is a kind of storage mediums for being recorded on the program for executing the above method.It is described to deposit
Storage media includes any mechanism being configured to by the readable form storage of computer (by taking computer as an example) or transmission information.Example
Such as, storage medium includes read-only memory (ROM), random-access memory (ram), magnetic disk storage medium, optical storage media, sudden strain of a muscle
Fast storage medium, electricity, light, sound or transmitting signal (for example, carrier wave, infrared signal, digital signal etc.) of other forms etc..
All the embodiments in this specification are described in a progressive manner, the highlights of each of the examples are with
The difference of other embodiments, the same or similar parts between the embodiments can be referred to each other.For the dress of the application
For setting embodiment, since it is basically similar to the method embodiment, so being described relatively simple, related place is referring to method reality
Apply the explanation of example part.Device and Installation practice described above is only schematical, wherein described be used as is divided
Module from part description may or may not be physically separated, and both can be located in one place or can also be with
It is distributed over a plurality of network elements.Some or all of the modules therein can be selected to realize this implementation according to the actual needs
The purpose of example scheme.Those of ordinary skill in the art can understand and implement without creative efforts.
Above to the method, apparatus and storage medium of a kind of GIS focus statistics provided herein, detailed Jie has been carried out
It continues, specific examples are used herein to illustrate the principle and implementation manner of the present application, and the explanation of above embodiments is only
It is to be used to help understand the method for this application and its core ideas；At the same time, for those skilled in the art, according to this Shen
Thought please, there will be changes in the specific implementation manner and application range, in conclusion the content of the present specification should not manage
Solution is the limitation to the application.
Claims (15)
1. a kind of method of GIS-Geographic Information System focus statistics characterized by comprising
Code is collected from trend GIS-Geographic Information System server injection GIS-Geographic Information System hot spot；
The access information that code collects the GIS-Geographic Information System server is collected by the GIS-Geographic Information System hot spot；
Hot spot data information is extracted from the access information；With
The hot spot data information is stored in searching database.
2. the method according to claim 1, wherein described inject geography from trend GIS-Geographic Information System server
Information system hot spot collects code
The start-up parameter of the GIS-Geographic Information System server is modified, so that the GIS-Geographic Information System server is on startup
Load the class of agency；With
Specified class is modified by agency's dynamic, the GIS-Geographic Information System hot spot is injected and collects code.
3. method according to claim 1 or 2, which is characterized in that the extraction hot spot data information includes extracting geography
Coordinate is simultaneously projected, the coordinate information after being projected.
4. according to the method described in claim 3, it is characterized in that, the method also includes: before being stored in searching database it is right
Coordinate information after the projection merges.
5. method according to claim 1 or 2, which is characterized in that the method also includes reading from the searching database
It takes the hot spot data information and is shown in the form of services.
6. according to the method described in claim 5, it is characterized in that, described be shown in the form of services including with colour band side
Formula renders hotspot graph, and the hotspot graph is superimposed upon on map and is shown.
7. method according to claim 1 or 2, which is characterized in that the searching database is ElasticSearch data
Library.
8. a kind of device of GIS-Geographic Information System focus statistics, which is characterized in that described device includes:
Proxy module, for collecting code from trend GIS-Geographic Information System server injection GIS-Geographic Information System hot spot；
Data collection module collects the GIS-Geographic Information System service for collecting code by the GIS-Geographic Information System hot spot
The access information of device；
Data extraction module, for extracting hot spot data information from the access information；With
Memory module, for the hot spot data information to be stored in searching database.
9. device according to claim 8, which is characterized in that the proxy module includes:
Modified module, for modifying the start-up parameter of the GIS-Geographic Information System server, so that the GIS-Geographic Information System
Server loads the class of agency on startup；With
Injection module injects the GIS-Geographic Information System hot spot and collects code for modifying specified class by agency's dynamic.
10. device according to claim 8 or claim 9, which is characterized in that the extraction hot spot data information includes extracting geography
Coordinate is simultaneously projected.
11. device according to claim 10, which is characterized in that described device further includes merging module, for being stored in
The coordinate information after the projection is merged before searching database.
12. device according to claim 8 or claim 9, which is characterized in that described device further includes display module, is used for from institute
Searching database is stated to read the hot spot data information and be shown in the form of services.
13. device according to claim 12, which is characterized in that described to be shown in the form of services including with colour band
Mode renders hotspot graph, and the hotspot graph is superimposed upon on map and is shown.
14. device according to claim 8 or claim 9, which is characterized in that described in the hot spot data information is stored in after merging
Searching database.
15. a kind of storage medium, which is characterized in that the storage medium is stored with for side described in perform claim requirement 1 ~ 7
The program of method.
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