CN113872947B - Data reporting method and device, electronic equipment and computer readable storage medium - Google Patents
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- 238000004891 communication Methods 0.000 claims description 19
- 238000004590 computer program Methods 0.000 claims description 9
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- 238000004458 analytical method Methods 0.000 description 2
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- 238000013144 data compression Methods 0.000 description 2
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- H—ELECTRICITY
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Abstract
The application provides a data reporting method and device, electronic equipment and a computer readable storage medium, wherein the method comprises the following steps: collecting first data based on a preset mode; compressing the first data when the data amount of the first data is larger than a first threshold; reporting the compressed first data; wherein the data volume of the first data after compression is smaller than the data volume of the first data before compression. Through the method and the device, the technical problem that the data packets with large sizes are directly uploaded in the prior art, and the performance consumption of the equipment is large is solved.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a data reporting method and apparatus, an electronic device, and a computer-readable storage medium.
Background
In data-driven business, such as marketing strategies, product iteration, business analysis, user portrayal and the like, decision support is provided by relying on data. Therefore, data with a large data volume is generally required to be uploaded in the data reporting process of the data-driven service, and at present, data packets are directly uploaded when data with a large data volume is uploaded.
Disclosure of Invention
An object of the embodiments of the present application is to provide a data reporting method and apparatus, an electronic device, and a computer-readable storage medium, which solve the technical problem in the prior art that a large number of data packets are directly uploaded, resulting in large performance consumption of the device. The specific technical scheme is as follows:
in a first aspect of this embodiment, a method for reporting data is provided, where the method includes: collecting first data based on a preset mode; compressing the first data when the data amount of the first data is larger than a first threshold; reporting the compressed first data; wherein the data volume of the first data after compression is smaller than the data volume of the first data before compression.
In a second aspect of the present application, there is also provided a data reporting apparatus, where the apparatus includes: the collection module is used for collecting first data based on a preset mode; the compression module is used for compressing the first data under the condition that the data volume of the first data is larger than a first threshold value; the first reporting module is used for reporting the compressed first data; wherein the data volume of the first data after compression is smaller than the data volume of the first data before compression.
In a third aspect of the present application, there is also provided an electronic device, including a processor, a communication interface, a memory, and a communication bus, where the processor, the communication interface, and the memory complete communication with each other through the communication bus; a memory for storing a computer program; and the processor is configured to execute the program stored in the memory, so as to implement the data reporting method in the first aspect.
In a fourth aspect implemented in the present application, there is also provided a computer-readable storage medium, on which a computer program is stored, where the computer program is implemented to perform the data reporting method in the first aspect when executed by a processor.
In the embodiment of the application, after the first data are collected, the first data with the data volume larger than the first threshold value can be compressed and reported, that is, a large data volume can be compressed, and the data volume after compression is reduced, so that the performance of the device can be improved by reporting the compressed first data, and the user experience can also be improved, thereby solving the technical problem that the performance consumption of the device is large because the data packets with large data volume are directly uploaded in the prior art.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below.
Fig. 1 is a flowchart of a data reporting method in an embodiment of the present application;
FIG. 2 is a flow chart of a manner of determining a first threshold in an embodiment of the present application;
fig. 3 is a second flowchart of a data reporting method in the embodiment of the present application;
fig. 4 is a third flowchart of a data reporting method in the embodiment of the present application;
FIG. 5 is a schematic structural diagram of a data reporting apparatus in an embodiment of the present application
Fig. 6 is a second schematic structural diagram of a data reporting apparatus in the embodiment of the present application;
fig. 7 is a third schematic structural diagram of a data reporting apparatus in the embodiment of the present application;
fig. 8 is a schematic structural diagram of an electronic device in an embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all 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 application.
In the following description, suffixes such as "module", "unit" used to denote elements are used only for facilitating the explanation of the present application and have no specific meaning by themselves. Thus, "module" and "component" may be used in a mixture.
The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application. An embodiment of the present application provides a data reporting method, as shown in fig. 1, the method includes the following steps:
102, collecting first data based on a preset mode;
it should be noted that the execution main body in the embodiment of the present application may be an internet of things device in an example, including but not limited to an intelligent home, an intelligent wearable device, an automatic road toll collection device, and a parking space management device.
it should be noted that the first threshold is a basis for determining whether the first data needs to be compressed, and when the data amount of the first data is greater than the first threshold, the first data is compressed, and when the data amount of the first data is less than or equal to the first threshold, the first data does not need to be compressed; ways of compressing the data include, but are not limited to, using a text compression tool, using a text compression algorithm.
Optionally, the manner of triggering data reporting includes, but is not limited to, reporting at regular time, reporting triggered by a click event, reporting quantitatively by data, and the like.
Through the above steps 102 to 106 in this embodiment of the application, after data is collected, the first data whose data volume is greater than the first threshold is compressed and reported, that is, a large data volume can be compressed, and since the data volume after compression is reduced, reporting the compressed first data can improve the performance of the device and also improve the user experience, thereby solving the technical problem that the performance consumption of the device is large because the data packets with large volume are directly uploaded in the prior art.
In an alternative implementation manner of the embodiment of the present application, the method steps of the embodiment of the present application further may include:
and step 108, directly reporting the uncompressed first data under the condition that the data volume of the first data is less than or equal to the first threshold.
It should be noted that, in this embodiment of the application, a manner of reporting the compressed first data and reporting the uncompressed first data includes at least one of the following: the method comprises the steps of reporting regularly, reporting by triggering clicking events and reporting data quantitatively.
In an alternative implementation manner of the embodiment of the present application, as shown in fig. 2, the determining the first threshold further includes:
s1: collecting second data and compressing the collected second data;
s2: judging whether the data volume of the compressed second data is larger than that of the second data before compression;
s3: determining the first threshold as the data amount of the second data when the data amount of the second data after compression is less than or equal to the data amount of the second data before compression;
s4: repeating S1 to S2 in a case where the data amount of the second data after compression is larger than the data amount of the second data before compression; wherein the data amount of the second data collected at the next time is larger than the data amount of the second data collected at the previous time.
Through the foregoing S1 to S4, specifically, the first threshold is determined by performing a collection test on data by a developer in a design stage, compressing the second data after the second data is collected, comparing sizes of the second data before and after the compression, and determining that the first threshold is the data amount of the second data when the data amount of the second data after the compression is less than or equal to the data amount of the second data before the compression; when the data volume of the compressed second data is larger than that of the second data before compression, second data with larger data volume is collected again, trial and error is carried out until the data volume of the compressed second data is smaller than or equal to that of the second data before compression, and the first threshold value is determined to be the data volume of the second data; for example, data a is collected, compressed, the size of the data a before and after compression is compared, and if the data amount of the compressed data a is less than or equal to the data amount of the data a, the data amount of the data a is determined to be a first threshold; and if the data volume of the compressed data A is larger than that of the data A, re-collecting the data B with the data volume larger than that of the data A, compressing the data B, comparing the size of the data B, and repeatedly testing until the data with the data volume smaller than or equal to that before compression is found as a first threshold.
In an optional implementation manner of the embodiment of the present application, the collecting the first data based on the preset manner, which is referred to in step 102 of the present application, may further include: first data is collected based on a data-sink approach.
The data embedding point is a data acquisition mode, can capture specific user behaviors through the data embedding point and is commonly used in data-driven services, wherein the data-driven services include but are not limited to marketing strategies, product iteration, service analysis and user portrayal; the specific user behavior includes, but is not limited to, button click amount and reading time.
In an optional implementation manner of this embodiment, the manner of compressing the first data, which is referred to in step 104 of this application, as shown in fig. 3, may further include:
step 302: selecting a preset compression mode;
step 304: adding a first field in the first data, wherein the first field is used for representing that the second data is compressed;
step 306: and compressing the first data added with the first field based on a preset compression mode.
Through the steps 302 to 306, specifically, the preset compression manner includes, but is not limited to, data embedding; the first field added in an example may be compression, which is used to characterize that the second data is compressed; of course, the above is merely an illustration of the first field, and other specific fields may be used, as long as they can characterize the data being compressed, and all of them are within the scope of the present application, i.e., the specific form of the first field is not limited in the present application. In addition, the preset compression manner in the embodiment of the present application includes, but is not limited to, using a text compression tool, and using a text compression algorithm.
The following describes the present application by way of example with reference to a specific implementation manner of an embodiment of the present application, where the specific implementation manner provides a data reporting method, and as shown in fig. 4, the data reporting method includes:
step 404, triggering data reporting;
when the acquired data is judged to be required to be compressed, the data is compressed according to a set data compression mode when the data reaches a set boundary condition (the data amount of the first data is greater than a first threshold value in the corresponding specific embodiment), and then a field compress is added to the data packet and a value is true, so that the data packet is represented to be compressed;
and step 410, reporting the data.
It should be noted that the execution main body of the data reporting method may be an APP (application program) which is downloaded and downloaded by a user at a terminal and has a set embedded point (corresponding to a preset manner of collecting data in the above embodiment), and the embedded point continuously collects data; reporting the compressed data to a server; and if the acquired data does not reach the set boundary condition, directly reporting the data packet to the server.
In the prior art, when an enterprise or an individual user reports data, it is ensured that the normal experience of the user is not influenced by the reporting of the data, and excessive equipment performance consumption is not caused. By the specific implementation manner in this embodiment, after data is collected, data with a data size larger than the first threshold is compressed and reported, and by adopting a data compression method, when data with a large data size is uploaded, the performance of the device can be improved, and the user experience can be optimized.
An embodiment of the present application further provides a data reporting apparatus, as shown in fig. 5, the apparatus includes:
a collecting module 52, configured to collect the first data based on a preset manner;
a compression module 54, configured to compress the first data when the data amount of the first data is greater than a first threshold;
a first reporting module 56, configured to report the compressed first data; wherein the data volume of the first data after compression is smaller than the data volume of the first data before compression.
Through the device that this application embodiment provided, after collecting data, compress and report the first data that the data bulk is greater than first threshold value, can compress the great data of data bulk, because the data bulk after the compression has reduced, consequently, the first data after reporting the compression can promote equipment performance, and also can promote user experience, thereby solve among the prior art all be the great data packet of direct upload volume, lead to the great technical problem of performance consumption to equipment.
Optionally, as shown in fig. 6, the data reporting apparatus provided in this embodiment of the present application includes:
a first processing module 62, configured to execute S1: collecting second data and compressing the collected second data;
a determining module 64, configured to execute step S2: judging whether the data volume of the compressed second data is larger than that of the second data before compression or not;
a determination module 66 configured to execute S3: determining the first threshold as the data amount of the second data when the data amount of the second data after compression is less than or equal to the data amount of the second data before compression;
a second processing module 68 configured to execute S4: repeating S1 to S2 in a case where the data amount of the second data after compression is larger than the data amount of the second data before compression; and the data volume of the second data collected at the next time is larger than that of the second data collected at the previous time.
Optionally, the collecting module 52 in the embodiment of the present application may further include: and the collecting unit is used for collecting the first data based on a data burying mode.
Optionally, as shown in fig. 7, the compression module 54 in the embodiment of the present application may further include:
a selection unit 72 for selecting a preset compression mode;
an adding unit 74, configured to add a first field to the first data; wherein the first field is used for representing that the second data is compressed;
and a compressing unit 76, configured to compress the first data to which the first field is added based on a preset compression manner.
Optionally, the apparatus in this embodiment of the present application may further include: and the second reporting module is used for directly reporting the uncompressed first data under the condition that the data volume of the first data is less than or equal to the first threshold.
Optionally, the data reporting mode of the apparatus in the embodiment of the present application includes at least one of the following: the method comprises the steps of reporting regularly, reporting by triggering clicking events and reporting data quantitatively.
The embodiment of the present application further provides an electronic device, as shown in fig. 8, which includes a processor 801, a communication interface 802, a memory 803, and a communication bus 808, where the processor 801, the communication interface 802, and the memory 803 complete mutual communication through the communication bus 808,
a memory 803 for storing a computer program;
the processor 801 is configured to implement the method steps in fig. 1 when executing the program stored in the memory 803, and the functions of the method steps are the same as those of the method steps in fig. 1, which are not described herein again.
The communication bus mentioned in the above terminal may be a Peripheral Component Interconnect (PCI) bus, an Extended Industry Standard Architecture (EISA) bus, or the like. The communication bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, only one thick line is shown in FIG. 8, but this is not intended to represent only one bus or type of bus.
The communication interface is used for communication between the terminal and other equipment.
The Memory may include a Random Access Memory (RAM) or a non-volatile Memory (non-volatile Memory), such as at least one disk Memory. Optionally, the memory may also be at least one memory device located remotely from the processor.
The Processor may be a general-purpose Processor, and includes a Central Processing Unit (CPU), a Network Processor (NP), and the like; the Integrated Circuit may also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other Programmable logic device, a discrete Gate or transistor logic device, or a discrete hardware component.
In another embodiment provided by the present application, a computer-readable storage medium is further provided, where instructions are stored in the computer-readable storage medium, and when the instructions are executed on a computer, the computer is caused to execute the data reporting method in any one of the above embodiments.
In another embodiment provided by the present application, there is also provided a computer program product containing instructions, which when run on a computer, causes the computer to execute the data reporting method of any of the above embodiments.
In the above embodiments, the implementation may be wholly or partially realized by software, hardware, firmware, or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When loaded and executed on a computer, cause the processes or functions described in accordance with the embodiments of the application to occur, in whole or in part. The computer may be a general purpose computer, a special purpose computer, a network of computers, or other programmable device. The computer instructions may be stored in a computer readable storage medium or transmitted from one computer readable storage medium to another, for example, from one website site, computer, server, or data center to another website site, computer, server, or data center via wired (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that can be accessed by a computer or a data storage device, such as a server, a data center, etc., that incorporates one or more of the available media. The usable medium may be a magnetic medium (e.g., floppy Disk, hard Disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., Solid State Disk (SSD)), among others.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, 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 identical elements in a process, method, article, or apparatus that comprises the element.
All the embodiments in the present specification are described in a related manner, and the same and similar parts among the embodiments may be referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
The above description is only for the preferred embodiment of the present application, and is not intended to limit the scope of the present application. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application are included in the protection scope of the present application.
Claims (8)
1. A data reporting method is characterized by comprising the following steps:
collecting first data based on a preset mode;
compressing the first data when the data amount of the first data is larger than a first threshold;
reporting the compressed first data; wherein the data volume of the compressed first data is smaller than the data volume of the first data before compression;
wherein determining the first threshold by:
s1, collecting second data and compressing the collected second data;
s2, judging whether the data volume of the compressed second data is larger than that of the second data before compression;
s3, determining that the data amount of the second data before compression is the first threshold value when the data amount of the second data after compression is less than or equal to the data amount of the second data before compression;
s4, in case that the data amount of the second data after compression is larger than the data amount of the second data before compression, repeatedly executing S1 to S2; wherein the data amount of the second data collected at the next time is larger than the data amount of the second data collected at the previous time.
2. The method of claim 1, wherein collecting the first data based on a predetermined pattern comprises:
and collecting the first data based on a data burying mode.
3. The method of claim 2, wherein compressing the first data comprises:
selecting a preset compression mode;
adding a first field in the first data, wherein the first field is used for representing that the second data is compressed;
and compressing the first data added with the first field based on the preset compression mode.
4. The method of claim 1, further comprising:
and directly reporting the uncompressed first data under the condition that the data volume of the first data is less than or equal to the first threshold.
5. The method of claim 1 or 4, wherein reporting the compressed first data and reporting the uncompressed first data comprises at least one of: the method comprises the steps of reporting regularly, reporting by triggering clicking events and reporting data quantitatively.
6. An apparatus for reporting data, comprising:
the collection module is used for collecting first data based on a preset mode;
the compression module is used for compressing the first data under the condition that the data volume of the first data is larger than a first threshold value;
a reporting module, configured to report the compressed first data; wherein the data volume of the compressed first data is smaller than the data volume of the first data before compression;
a first processing module for executing S1: collecting second data and compressing the collected second data;
a judging module for executing S2: judging whether the data volume of the compressed second data is larger than that of the second data before compression or not;
a determination module to perform S3: determining the data amount of the second data before compression to be the first threshold value when the data amount of the second data after compression is less than or equal to the data amount of the second data before compression;
a second processing module for executing S4: repeating S1 to S2 in a case where the data amount of the second data after compression is larger than the data amount of the second data before compression; wherein the data amount of the second data collected at the next time is larger than the data amount of the second data collected at the previous time.
7. An electronic device is characterized by comprising a processor, a communication interface, a memory and a communication bus, wherein the processor and the communication interface are used for realizing mutual communication by the memory through the communication bus;
a memory for storing a computer program;
a processor for implementing the method steps of any one of claims 1 to 5 when executing a program stored in the memory.
8. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out the method according to any one of claims 1-5.
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| CN109558088A (en) * | 2018-12-03 | 2019-04-02 | 郑州云海信息技术有限公司 | A kind of compression method, system, equipment and computer readable storage medium |
| CN112887222A (en) * | 2021-01-08 | 2021-06-01 | 珠海格力电器股份有限公司 | Data reporting method and device, storage medium and electronic equipment |
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| CN110784721A (en) * | 2019-10-25 | 2020-02-11 | 北京达佳互联信息技术有限公司 | Picture data compression method and device, electronic equipment and storage medium |
| CN111178540A (en) * | 2019-12-29 | 2020-05-19 | 浪潮(北京)电子信息产业有限公司 | Training data transmission method, device, equipment and medium |
| CN111681291A (en) * | 2020-04-27 | 2020-09-18 | 中国平安财产保险股份有限公司 | Image processing method, device, equipment and computer readable storage medium |
| CN111984610A (en) * | 2020-09-27 | 2020-11-24 | 苏州浪潮智能科技有限公司 | Data compression method and device and computer readable storage medium |
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| CN109558088A (en) * | 2018-12-03 | 2019-04-02 | 郑州云海信息技术有限公司 | A kind of compression method, system, equipment and computer readable storage medium |
| CN112887222A (en) * | 2021-01-08 | 2021-06-01 | 珠海格力电器股份有限公司 | Data reporting method and device, storage medium and electronic equipment |
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