CN114518844A - Data processing method - Google Patents
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- CN114518844A CN114518844A CN202111662686.7A CN202111662686A CN114518844A CN 114518844 A CN114518844 A CN 114518844A CN 202111662686 A CN202111662686 A CN 202111662686A CN 114518844 A CN114518844 A CN 114518844A
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
- G06F3/061—Improving I/O performance
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/16—File or folder operations, e.g. details of user interfaces specifically adapted to file systems
- G06F16/162—Delete operations
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/182—Distributed file systems
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/18—File system types
- G06F16/188—Virtual file systems
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
- G06F3/062—Securing storage systems
- G06F3/0622—Securing storage systems in relation to access
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
- G06F3/0646—Horizontal data movement in storage systems, i.e. moving data in between storage devices or systems
- G06F3/0652—Erasing, e.g. deleting, data cleaning, moving of data to a wastebasket
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
- G06F3/0662—Virtualisation aspects
- G06F3/0667—Virtualisation aspects at data level, e.g. file, record or object virtualisation
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0668—Interfaces specially adapted for storage systems adopting a particular infrastructure
- G06F3/067—Distributed or networked storage systems, e.g. storage area networks [SAN], network attached storage [NAS]
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- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention relates to the technical field of data exchange, and discloses a data processing method, which comprises the steps of extracting original data content and storing the original data content in a corresponding database; extracting the position information of the original data; setting a virtual disk and extracting the position information of the original data, wherein the position information is stored in the virtual disk; and sending an access request, establishing mapping with the virtual disk, extracting position information in the virtual disk, and accessing the original data through the position data information. In the method, data stored in a background are screened, classified and integrated, priority division is carried out on different original data, a specific division standard is formulated according to the frequency of the original data to be accessed, and in the access process, a single access channel is preferentially arranged on an access request with a higher access level, so that the access request can be completed more quickly.
Description
Technical Field
The invention relates to the technical field of data exchange, in particular to a data processing method.
Background
The AIduration security middle platform is a SaaS-based security management, namely a service platform, connects a security policy and AIduration security infrastructure, forms a coherent human-process-technology security management system, and ensures that the security policy is correctly implemented. The core of the security middleware is the security protection of the data assets, and the security capability is scheduled through the execution of the security policy to provide a security environment for the data assets. The ability of the security middlebox to provide security services for data assets is to take a security identifier as a core and invoke the arrangement, scheduling and execution of security policies through the setting of the security identifier.
And data processing, namely data acquisition, storage, retrieval, processing, transformation and transmission. The data processing has different modes according to different structural modes and working modes of the processing equipment and different time and space distribution modes of the data. Different processing methods require different hardware and software support. Each processing mode has its own characteristics, and an appropriate processing mode should be selected according to the actual environment of the application problem.
In the daily operation process, different data are stored in various different storage engines, so that a user of the big data platform can manage the data in the big data platform more normally, uniformly and safely, and uniform data management is realized. While access and invocation of data is more a common problem for data systems to handle on a daily basis. In a specific operation, each data terminal often sends different access requests to the data center station, and normal access can be performed only after an access path is allowed and opened by the data center station. The access frequency of the data with higher importance is much higher than that of other data, so that the data center station needs to frequently process the access requests of the same data, and the working efficiency is seriously affected.
Disclosure of Invention
The present invention is directed to a data processing method to solve the problems set forth in the background art.
In order to achieve the purpose, the invention provides the following technical scheme:
a method of data processing, the method comprising:
extracting original data content and storing the original data content in a corresponding database;
extracting the position information of the original data, wherein the position information can be folder information of the original data or a hyperlink leading to the position of the original data;
setting a virtual disk and extracting the position information of the original data, wherein the position information is stored in the virtual disk;
sending an access request, establishing mapping with the virtual disk, extracting position information in the virtual disk, and accessing the original data through the position data information
As a further scheme of the present invention, in the process of extracting the original data, the extracted original data may be duplicated due to different sources of data or duplicated records, so before storing the original data in the database, the original data needs to be filtered, and a specific filtering process is as follows:
extracting characteristic information in original data, wherein the characteristic information is related information capable of embodying information characteristics of the original data, and at least judging the category of the original data according to the characteristic information;
extracting the characteristic information, and comparing the characteristic information, wherein the comparison mode adopts a pairwise comparison mode, and when two identical characteristic information appears in the comparison process;
extracting the original data corresponding to the same characteristic information, comparing the two original data, keeping only one of the two original data with the same content.
As a further scheme of the present invention, if the two original data have different contents after the original data corresponding to the same feature information are extracted, the two original data are merged into the same original data, and the feature information is not changed.
As a further aspect of the present invention, if after the original data corresponding to the same feature information is extracted, the content parts of the two original data are the same, the same part in one of the original data is deleted, and the deleted original data is merged with the other original data, and the feature information is not changed.
As a further scheme of the invention, when the system is restarted after being closed, because of the characteristics of the virtual disk, the position information stored in the virtual disk is lost, and the position information is extracted again and stored in the virtual disk for storage.
As a further scheme of the present invention, different access modes need to be established for original data with different access frequencies, and the specific steps include:
extracting an access record, wherein the access record refers to a record of accessing original data in a virtual disc or after position information through mapping;
extracting access times of different original data in the access record, and sequencing the different original data according to the access times, wherein the higher the access times, the higher the priority of the original data is, and the higher the priority of the corresponding position information corresponding to the original data is;
establishing an access channel, wherein the access channel is worth of being a data channel of the address where the request end reaches the position information;
dividing the access channel into independent access channels of a common access channel;
the access request corresponding to the position information with the highest priority in the same time uses an independent access channel to access the original data, and other access requests use a common access channel.
As a further scheme of the present invention, when an access request is accessing original data through an independent access channel, and an access priority is higher than that of the access request, the access request is performed through the independent access channel after the previous access request is completed.
As a further scheme of the present invention, when a certain access request is accessing the original data through the independent access channel, and when a condition that the access priority is higher than that of the access request occurs newly, a timer is started, and within a set time range, the new access request waits for the previous access request to finish the access and then accesses through the independent access channel, and if the set waiting time is exceeded, the previous access request is interrupted, and the new access request accesses through the independent access channel.
As a further aspect of the present invention, when the last access request is interrupted beyond the waiting time, the access request is accessed again through the common access channel.
Compared with the prior art, the invention has the beneficial effects that: in the method, data stored in a background are screened, classified and integrated, priority division is carried out on different original data, a specific division standard is formulated according to the frequency of the original data to be accessed, and in the access process, a single access channel is preferentially arranged on an access request with a higher access level, so that the access request can be completed more quickly.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings used in the embodiments or the description of the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention.
Fig. 1 is a schematic flowchart of a data processing method according to an embodiment of the present invention.
Fig. 2 is a schematic flow chart of data comparison according to a preferred embodiment of the present invention.
Fig. 3 is a schematic flow chart of data access provided in a preferred embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that, if there is a directional indication (such as up, down, left, right, front, and back) in the embodiment of the present invention, it is only used to explain the relative position relationship between the components, the motion situation, and the like in a certain posture, and if the certain posture is changed, the directional indication is changed accordingly.
In addition, if the description of "first", "second", etc. is referred to in the present invention, it is used for descriptive purposes only and is not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In addition, technical solutions between various embodiments may be combined with each other, but must be realized by a person skilled in the art, and when the technical solutions are contradictory or cannot be realized, such a combination should not be considered to exist, and is not within the protection scope of the present invention.
The following detailed description of specific implementations of the present invention is provided in conjunction with specific embodiments:
and data processing, namely data acquisition, storage, retrieval, processing, transformation and transmission. The data processing has different modes according to different structural modes and working modes of the processing equipment and different time and space distribution modes of the data. Different processing methods require different hardware and software support. Each processing mode has its own characteristics, and an appropriate processing mode should be selected according to the actual environment of the application problem.
In the daily operation process, different data are stored in various different storage engines, so that a user of the big data platform can manage the data in the big data platform more normally, uniformly and safely, and uniform data management is realized. While access and invocation of data is more a common problem for data systems to handle on a daily basis. In a specific operation, each data terminal often sends different access requests to the data center station, and normal access can be performed only after an access path is allowed and opened by the data center station. The access frequency of the data with higher importance is much higher than that of other data, so that the data center station needs to frequently process the access requests of the same data, and the working efficiency is seriously affected.
In the embodiment, original data content is extracted and stored in a corresponding database; extracting the position information of the original data, wherein the position information can be folder information of the original data or a hyperlink leading to the position of the original data; setting a virtual disk and extracting the position information of the original data, wherein the position information is stored in the virtual disk; and sending an access request, establishing mapping with the virtual disk, extracting position information in the virtual disk, and accessing the original data through the position data information. The data stored in the background is screened, classified and integrated, and the priority division is carried out on different original data, the specific division standard is formulated according to the access frequency of the original data, and in the access process, an independent access channel is set for the access request with higher access level preferentially, so that the access request can be completed more rapidly
Example 1
Fig. 1 shows an implementation flow of a data processing method in the present invention, where the data processing method is applied to a device capable of connecting to the internet in real time, where the device may be a mobile phone, a tablet computer, a computer, and a communication device, and is not specifically limited herein, and the data processing method is detailed as follows:
s100, extracting original data content and storing the original data content in a corresponding database;
step S200, extracting the position information of the original data, wherein the position information can be the folder information of the original data or a hyperlink leading to the position of the original data;
step S300, setting a virtual disk and extracting the position information of the original data, wherein the position information is stored in the virtual disk;
step S400, sending an access request, establishing mapping with the virtual disk, extracting position information in the virtual disk, and accessing the original data through the position data information.
In addition, as shown in fig. 2, in the process of extracting the original data, the extracted original data may be duplicated due to different sources of data or duplicated records, and therefore, before storing the original data in the database, the original data needs to be filtered, and a specific filtering process is as follows:
step S101, extracting characteristic information in original data, wherein the characteristic information is related information capable of embodying information characteristics of the original data, and at least judging the category of the original data according to the characteristic information;
step S102, extracting the characteristic information and comparing the characteristic information, wherein the comparison mode adopts a pairwise comparison mode, and when two identical characteristic information appears in the comparison process;
and step S103, extracting the original data corresponding to the same characteristic information, comparing the two original data, keeping the same content of the two original data and only keeping one of the two original data.
It should be noted that, in this embodiment, if the original data corresponding to the same feature information is extracted and the contents of the two original data are different, the two original data are merged into the same original data, and the feature information is not changed.
In another case of this embodiment, if the content parts of the two original data are the same after the original data corresponding to the same feature information is extracted, the same part in one of the original data is deleted, and the deleted original data is merged with the other original data without changing the feature information.
In another preferred embodiment of the present invention, when the system is restarted after being shut down, because of the characteristics of the virtual disk itself, the position information stored inside the virtual disk will be lost, and at this time, the position information should be extracted again and stored in the virtual disk for saving.
Fig. 3 shows another preferred embodiment of the present invention, wherein different access modes need to be established for original data with different access frequencies, and the specific steps include:
step S201, extracting access records, wherein the access records refer to records which access original data in a virtual disk or after position information through mapping;
step S202, extracting the access times of different original data in the access record, and sequencing the different original data according to the access times, wherein the higher the access times, the higher the priority of the original data is, the higher the priority of the corresponding position information of the original data is;
step S203, establishing an access channel, wherein the access channel is worth of being a data channel of the address where the request end reaches the position information;
step S204, dividing the access channel into independent access channels of a common access channel;
in step S205, the access request corresponding to the position information with the highest priority in the same time uses the independent access channel to access the original data, and the other access requests use the common access channel.
It should be noted that in one of the cases of the present invention, when an access request is accessing original data through an independent access channel, and the access priority is higher than that of the access request, the access request is waited to access through the independent access channel after the previous access request is completed.
In another case of this embodiment, when an access request is accessing original data through an independent access channel, and an access priority is higher than that of the access request, a timer is started, and in a set time range, the new access request waits for a previous access request to complete access and then accesses through the independent access channel, and if the set waiting time is exceeded, the previous access request is interrupted, and the new access request accesses through the independent access channel.
It will be appreciated that when the last access request was interrupted beyond the latency, the access request will be re-accessed via the common access channel.
The functions that can be implemented by the data processing method are all performed by a computer device, which comprises one or more processors and one or more memories, wherein at least one program code is stored in the one or more memories, and the program code is loaded and executed by the one or more processors to implement the functions of the grid engineering unit management method.
The processor fetches instructions and analyzes the instructions one by one from the memory, then completes corresponding operations according to the instruction requirements, generates a series of control commands, enables all parts of the computer to automatically, continuously and coordinately act to form an organic whole, realizes the input of programs, the input of data, the operation and the output of results, and the arithmetic operation or the logic operation generated in the process is completed by the arithmetic unit; the Memory comprises a Read-Only Memory (ROM) for storing a computer program, and a protection device is arranged outside the Memory.
Illustratively, a computer program can be partitioned into one or more modules, which are stored in memory and executed by a processor to implement the present invention. One or more of the modules may be a series of computer program instruction segments capable of performing certain functions, which are used to describe the execution of the computer program in the terminal device.
Those skilled in the art will appreciate that the above description of the service device is merely exemplary and not limiting of the terminal device, and may include more or less components than those described, or combine certain components, or different components, such as may include input output devices, network access devices, buses, etc.
The Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. The general-purpose processor may be a microprocessor or the processor may be any conventional processor or the like, which is the control center of the terminal equipment and connects the various parts of the entire user terminal using various interfaces and lines.
The memory may be used to store computer programs and/or modules, and the processor may implement various functions of the terminal device by operating or executing the computer programs and/or modules stored in the memory and calling data stored in the memory. The memory mainly comprises a storage program area and a storage data area, wherein the storage program area can store an operating system, application programs (such as an information acquisition template display function, a product information publishing function and the like) required by at least one function and the like; the storage data area may store data created according to the use of the berth-state display system (e.g., product information acquisition templates corresponding to different product types, product information that needs to be issued by different product providers, etc.), and the like. In addition, the memory may include high speed random access memory, and may also include non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), at least one magnetic disk storage device, a Flash memory device, or other volatile solid state storage device.
The terminal device integrated modules/units, if implemented in the form of software functional units and sold or used as separate products, may be stored in a computer readable storage medium. Based on such understanding, all or part of the modules/units in the system according to the above embodiment may also be implemented by instructing relevant hardware by a computer program, and the computer program may be stored in a computer-readable storage medium, and when executed by a processor, the computer program may implement the functions of the above embodiments of the system. Wherein the computer program comprises computer program code, which may be in the form of source code, object code, an executable file or some intermediate form, etc. The computer readable medium may include: any entity or device capable of carrying computer program code, recording medium, U.S. disk, removable hard disk, magnetic disk, optical disk, computer Memory, Read-Only Memory (ROM), Random Access Memory (RAM), electrical carrier wave signals, telecommunications signals, software distribution media, and the like.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (9)
1. A method of data processing, the method comprising:
extracting original data content and storing the original data content in a corresponding database;
extracting the position information of the original data, wherein the position information can be folder information of the original data or a hyperlink leading to the position of the original data;
setting a virtual disk and extracting the position information of the original data, wherein the position information is stored in the virtual disk;
and sending an access request, establishing mapping with the virtual disk, extracting position information in the virtual disk, and accessing the original data through the position data information.
2. The data processing method according to claim 1, wherein in the process of extracting the original data, the extracted original data is duplicated due to different sources of data or duplicate records, and therefore, before storing the original data in the database, the original data needs to be filtered, and a specific filtering process is as follows:
extracting characteristic information in original data, wherein the characteristic information is related information capable of embodying information characteristics of the original data, and at least judging the category of the original data according to the characteristic information;
extracting the characteristic information, and comparing the characteristic information, wherein the comparison mode adopts a pairwise comparison mode, and when two identical characteristic information appears in the comparison process;
extracting the original data corresponding to the same characteristic information, comparing the two original data, keeping only one of the two original data with the same content.
3. The data processing method according to claim 2, wherein if the two original data have different contents after extracting the original data corresponding to the same feature information, the two original data are merged into the same original data, and the feature information is unchanged.
4. The data processing method according to claim 2, wherein if the two original data have the same content after extracting the original data corresponding to the same feature information, the same part in one of the original data is deleted, and the deleted original data is merged with the other original data without changing the feature information.
5. A data processing method according to claim 1, wherein when the system is restarted after being shut down, the position information stored therein will be lost due to the nature of the virtual disk, and the position information should be re-extracted and stored in the virtual disk.
6. The data processing method according to claim 1, wherein different access modes are required to be established for the original data with different access frequencies, and the specific steps include:
extracting an access record, wherein the access record refers to a record of accessing original data in a virtual disc or after position information through mapping;
extracting access times of different original data in the access record, and sequencing the different original data according to the access times, wherein the higher the access times, the higher the priority of the original data is, and the higher the priority of the corresponding position information corresponding to the original data is;
establishing an access channel, wherein the access channel is worth of being a data channel of the address where the request end reaches the position information;
dividing the access channel into independent access channels of a common access channel;
the access request corresponding to the position information with the highest priority in the same time uses an independent access channel to access the original data, and other access requests use a common access channel together.
7. A data processing method according to claim 6, wherein when an access request is accessing original data through the independent access channel and the access priority is higher than that of the access request, the access request is waited to access through the independent access channel after the previous access request is completed.
8. A data processing method according to claim 7, characterized in that when an access request is accessing original data through the independent access channel, and an access priority is higher than that of the access request, a timer is started, and within a set time range, the new access request waits for the last access request to finish access and then accesses through the independent access channel, and if the set waiting time is exceeded, the last access request is interrupted, and the new access request accesses through the independent access channel.
9. A data processing method according to claim 8, wherein the access request is re-accessed via the common access channel when the previous access request was interrupted beyond the latency.
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| CN116546038A (en) * | 2023-05-11 | 2023-08-04 | 上海商睿智能科技有限公司 | Intelligent handheld terminal data synchronization system and method |
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| CN116546038A (en) * | 2023-05-11 | 2023-08-04 | 上海商睿智能科技有限公司 | Intelligent handheld terminal data synchronization system and method |
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