CN109165152A - Method for monitoring performance, system and the storage medium of WEB system - Google Patents
Method for monitoring performance, system and the storage medium of WEB system Download PDFInfo
- Publication number
- CN109165152A CN109165152A CN201810860245.XA CN201810860245A CN109165152A CN 109165152 A CN109165152 A CN 109165152A CN 201810860245 A CN201810860245 A CN 201810860245A CN 109165152 A CN109165152 A CN 109165152A
- Authority
- CN
- China
- Prior art keywords
- performance
- web system
- monitoring
- data
- page
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3466—Performance evaluation by tracing or monitoring
- G06F11/3476—Data logging
Landscapes
- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Hardware Design (AREA)
- Quality & Reliability (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Debugging And Monitoring (AREA)
Abstract
The present invention relates to method for monitoring performance, system and the storage mediums of a kind of WEB system, belong to Internet technical field.It the described method comprises the following steps: the load events of monitoring system monitoring WEB system;After load events generation, reads from the monitored data obtained in the total interface of browser in WEB system, the performance data of WEB system is calculated by timestamp;It is stored with computer program on the medium, when which is executed by processor, realizes the method for monitoring performance of above-mentioned WEB system;The performance monitoring system, including processor and memory are stored with computer program on memory, when which is executed by processor, realize the method for monitoring performance of above-mentioned WEB system.Compared with prior art, the present invention have many advantages, such as monitoring data accuracy it is high, without changing source code and applied widely.
Description
Technical field
The present invention relates to Internet technical fields, in particular to web front-end field, in particular to a kind of property of WEB system
It can monitoring method, system and storage medium.
Background technique
With the development of internet technology, the performance monitoring of WEB system has been more and more widely used in actual life
In, existing WEB method for monitoring performance, usually in business source code, addition buries information to collect at key node
Time-consuming between points, to complete to monitor.Such method has several disadvantages, time-consuming by burying a statistics first, often
The accurate time-consuming in each stage (such as establishing connection, dns resolution, content transmission) between points can not be accurately counted, only
It is poor the total time to be obtained;It will increase the execution duration of business source code secondly, adding in business source code and burying point code also,
Cause the time-consuming of statistics inaccurate;Once service source code update can generate new performance monitoring key node, at this moment
It just needs to change source code and be buried a little to increase.Each of which increases the monitoring difficulty of WEB system, it is not easy to operate and realizes.
Therefore, a kind of performance monitoring side of high, without changing source code the WEB system of monitoring data accuracy how is realized
Method becomes this field urgent problem to be solved.
Summary of the invention
The purpose of the present invention is provide a kind of method for monitoring performance of WEB system, system and storage regarding to the issue above to be situated between
Matter.
The purpose of the present invention can be achieved through the following technical solutions:
A kind of method for monitoring performance of WEB system, the method the following steps are included:
(1) monitoring system monitors the load events of WEB system;
(2) it after load events generation, reads from the monitored data obtained in the total interface of browser in WEB system,
The performance data of WEB system is calculated by timestamp.
Preferably, the performance data of the WEB system includes key performance section in the performance data and the page of portal page
The performance data of point.
Preferably, the step (2) specifically includes the following steps:
(21) after load events generation, Web Performance API is called, obtains the monitored data;
(22) it according to the monitored data, is calculated by timestamp, respectively obtains the performance of the portal page of WEB system
The performance data of key performance node in the page of data and WEB system.
Preferably, the performance data calculation method of the portal page of the WEB system specifically: it is all to read portal page
The timestamp information in stage, the timestamp information includes time started stamp and ending time stamp, to fortune all in portal page
Row order section is ranked up according to order of occurrence, is calculated the difference of ending time stamp and time started stamp in each operation phase, is obtained
The time-consuming information of all operation phase, the performance data of the portal page as WEB system in portal page.
Preferably, it is described read portal page all stages timestamp information specifically by
Performance.timing obtains timestamp information.
Preferably, it is described calculate WEB system the page in key performance node performance data specifically: access entrance page
The high-precision stage of key performance node in the page is read when monitored data shows to generate key performance node in the page in face
Timestamp information, the timestamp information include the time started stamp and ending time stamp, to had height at key performance node
The precision stage is ranked up according to order of occurrence, calculates the difference of ending time stamp and time started stamp in each high-precision stage
Value, obtains the time-consuming information in had high-precision stage at key performance node, the performance number as key performance node in the page
According to.
Preferably, the method also includes: the performance data of the WEB system is uploaded to server.
Preferably, the performance data by the WEB system is uploaded to server specifically: by the WEB system
The performance data of system is stored to performance data buffer area;The data in performance data buffer area are uploaded to according to the frequency of setting
Server;The data uploaded are completed in cleaning performance data buffer zone.
A kind of performance monitoring system of WEB system, including processor and memory are stored with calculating on the memory
Machine program when the computer program is executed by the processor, realizes the performance monitoring of described in any item WEB systems among the above
Method.
A kind of computer readable storage medium, is stored thereon with computer program, which is executed by processor
When, realize the method for monitoring performance of described in any item WEB systems among the above.
Compared with prior art, the invention has the following advantages:
(1) method proposed by the present invention, by monitoring system from being monitored in the total interface of browser in WEB system
Data, then the performance data of WEB system is obtained by timestamp calculating, this method uniformly reads data, nothing by interface
Information need to be buried in the addition of the key node in business source code to collect time-consuming between points, therefore monitor process and do not enter
Business source code is invaded, does not influence the execution of business source code, so that will not increase service code executes duration, leads to statistics not
Accurately, therefore the accuracy of monitoring can be improved.
(2) monitored data is obtained by Web Performance API, while is obtained by performance.timing
Timestamp information, the data that such monitor mode makes are more accurate, so as to accurate statistic property key node
Each stage details performance information.
(3) in the page for calculating WEB system when the performance data of key performance node, monitored data shows to produce in the page
When raw key performance node, the timestamp information for reading the high-precision stage of key performance node will be started, with the prior art
It compares, in newly-increased monitoring key node, this method can be carried out with automatic identification and to the performance data of lid key performance node
It calculates, realizes that method is simple to the monitoring of new key performance node without changing source code.
(4) this method can be adapted for any WEB system, applied widely, and compatibility is high.
Detailed description of the invention
Fig. 1 is the step flow chart of the method for monitoring performance of WEB system of the invention.
Specific embodiment
In order to be more clearly understood that technology contents of the invention, spy lifts following embodiment and is described in detail.
Refering to Figure 1, the step flow chart of the method for monitoring performance for WEB system of the invention.
In one embodiment, the method for monitoring performance of the WEB system, comprising the following steps:
(1) monitoring system monitors the load events of WEB system;
(2) it after load events generation, reads from the monitored data obtained in the total interface of browser in WEB system,
The performance data of WEB system is calculated by timestamp.
Wherein, the performance data of WEB system includes the property of key performance node in the performance data and the page of portal page
It can data.
Step (2) specifically includes the following steps:
(21) after load events generation, Web Performance API is called, obtains the monitored data;
(22) it according to the monitored data, is calculated by timestamp, respectively obtains the performance of the portal page of WEB system
The performance data of key performance node in the page of data and WEB system.
In the above process, the performance data calculation method of the portal page of WEB system specifically: it is all to read portal page
The timestamp information in stage, the timestamp information includes time started stamp and ending time stamp, to fortune all in portal page
Row order section is ranked up according to order of occurrence, is calculated the difference of ending time stamp and time started stamp in each operation phase, is obtained
The time-consuming information of all operation phase in portal page, the performance data of the portal page as WEB system read portal page
The timestamp information in face all stages obtains timestamp information specifically by performance.timing.
And calculate the performance data of key performance node in the page of WEB system specifically: the access entrance page is being monitored
Statistics indicate that reading the timestamp letter in the high-precision stage of key performance node in the page when generating key performance node in the page
Breath, the timestamp information include the time started stamp and ending time stamp, to the high-precision stage had at key performance node by
It is ranked up according to order of occurrence, calculates the difference of ending time stamp and time started stamp in each high-precision stage, obtain key
The time-consuming information in had high-precision stage at performance node, the performance data as key performance node in the page.
In addition to this, this method further include: the performance data of the WEB system is uploaded to server, specifically: it will
The performance data of the WEB system is stored to performance data buffer area;It will be in performance data buffer area according to the frequency of setting
Data be uploaded to server;The data uploaded are completed in cleaning performance data buffer zone.
In addition to this, it also proposed a kind of computer readable storage medium in the present embodiment, be stored thereon with computer journey
Sequence when the computer program is executed by processor, realizes the method for monitoring performance of any one of above-mentioned WEB system;And one
The performance monitoring system of kind of WEB system, including processor and memory, shown in be stored with computer program on memory, should
When computer program is executed by the processor, the method for monitoring performance of any one of above-mentioned WEB system is realized.
In practical applications, the specific implementation of the method for monitoring performance of WEB system of the invention, passes through following implementation
Example explanation.
Embodiment 1
In the present embodiment, when carrying out the performance monitoring of WEB system, host's ring of operation web system can be called first
Several interfaces of border-browser are to obtain performance-related data, and detailed process is as follows:
Monitoring system first listens to " load " event (i.e. load events) of the page in WEB system, is listening to load thing
After part occurs, then start to execute subsequent performance monitoring operation, it, can be after listening to load events and 2s occur in the present embodiment
Corresponding operating is executed again, this time is modified according to the actual situation.
After listening to load events, Web Performance API is called to obtain corresponding monitored data, according to prison
Data are listened to carry out timestamp calculating, to obtain the performance number of key performance node in the performance data and the page of portal page
According to.
Obtain the detailed process of the performance data of portal page are as follows: obtain first by performance.timing interface
The start and end time in portal page all stages stabs, and successively sequence occurs according to the stage, subtracts to the timestamp in each stage
The timestamp of initial phase is removed, can get the time-consuming from starting to each stage, the as performance data of portal page.
And obtain the detailed process of the performance data of key performance node in the page are as follows: due to the generation of load events, page
Several corresponding key performance nodes can be generated in face, it is logical first in order to obtain the performance data of these key performance nodes
It crosses performance.getEntries interface and obtains portal page access, pass through performance.timing interface again later
The timestamp information in the high-precision stage of these key performance nodes, including time started stamp and ending time stamp are obtained, to pass
The had high-precision stage is ranked up according to order of occurrence at keyness energy node, calculates ending time stamp in each high-precision stage
With the difference of time started stamp, the time-consuming information in had high-precision stage at key performance node is obtained, as crucial in the page
The performance data of performance node.
With the continuous progress of load events, new key performance node can be generated in the page, at this point,
PerformanceObserver interface can notify monitoring system, monitoring system being connected to after the generation of new key performance node
After notice, for these newly generated key performance nodes, corresponding performance data is obtained again according to method similar to the above,
To guarantee that monitoring system gets the performance data of all key performance nodes.
The performance data of key performance node in the performance data and the page that portal page has been calculated in monitoring system
Afterwards, these data can be kept in performance data buffer area by monitoring system, buffer performance data according to certain time interval
Data in area are uploaded in server, this time interval can carry out flexible setting according to the actual situation, unfixed
It is required that.After the data in performance data buffer area are uploaded to server, pass through performance.clearResourceTim
Ings interface can be with cleaning performance data buffer zone, to facilitate the collection of follow-up data and report.
The monitoring system for realizing the above method is in WEB system entry page source code knot in actual the procedures of establishment
It is introduced before beam, it is specific to execute order as " < script src=" //static.hdslb.com/public/
Timing.min.js "></script>", it, can according to the actual situation, according to this monitoring system after introducing this monitoring system
The interface of offer, the address that change data report, the interface for specifically executing the operation is performanceLog.setApi.By
It is introduced before system entry page source code terminates in the monitoring system, therefore is capable of each of accurate statistic property key node
Stage details performance information;Monitor code does not invade business source code simultaneously, the execution of business source code is not influenced, without in business
It is added in source code and any buries point code;For newly-increased monitoring key node, without change source code, while having general
Property, it can implement in any WEB system.
By the above method and system, performance monitoring effectively can be carried out to WEB system, the monitoring method it is practical into
It has gone and has tried out, obtained preferable monitoring effect.
Embodiment 2
The method for monitoring performance and the editing process in embodiment 1 of WEB system in the present embodiment are essentially identical, and difference exists
In this present embodiment, during obtaining the performance data of key performance node in the page, after load events occur, the page
Interior temporarily not occur corresponding key performance node, monitoring system only carries out the behaviour for obtaining the performance data of portal page at this time
Make, with the continuous progress of load events, several new key performance nodes is produced in the page, at this time
PerformanceObserver interface can notify monitoring system, monitoring system being connected to after the generation of new key performance node
After notice, for the key performance node that these are generated, portal page is obtained by performance.getEntries interface
Access, obtains the timestamp in the high-precision stage of these key performance nodes by performance.timing interface again later
Information, including the time started stamp and ending time stamp, to the high-precision stage had at key performance node according to order of occurrence into
Row sequence calculates the difference of ending time stamp and time started stamp in each high-precision stage, obtains key performance node place
There are the time-consuming information in high-precision stage, the performance data as key performance node in the page.
In this description, the present invention is described with reference to its specific embodiment.But it is clear that can still make
Various modifications and alterations are without departing from the spirit and scope of the invention.Therefore, the description and the appended drawings should be considered as illustrative
And not restrictive.
Claims (10)
1. a kind of method for monitoring performance of WEB system, which is characterized in that the method the following steps are included:
(1) monitoring system monitors the load events of WEB system;
(2) it after load events generation, reads from the monitored data obtained in the total interface of browser in WEB system, passes through
The performance data of WEB system is calculated in timestamp.
2. the method for monitoring performance of WEB system according to claim 1, which is characterized in that the performance number of the WEB system
According to the performance data of key performance node in the performance data and the page for including portal page.
3. the method for monitoring performance of WEB system according to claim 1, which is characterized in that the step (2) specifically includes
Following steps:
(21) after load events generation, Web Performance API is called, obtains the monitored data;
(22) it according to the monitored data, is calculated by timestamp, respectively obtains the performance data of the portal page of WEB system
With the performance data of key performance node in the page of WEB system.
4. the method for monitoring performance of WEB system according to claim 3, which is characterized in that the portal page of the WEB system
The performance data calculation method in face specifically: read the timestamp information in portal page all stages, the timestamp information packet
Time started stamp and ending time stamp are included, the operation phase all in portal page are ranked up according to order of occurrence, is calculated every
The difference of ending time stamp and time started stamp in a operation phase obtains the time-consuming letter of all operation phase in portal page
Breath, the performance data of the portal page as WEB system.
5. the method for monitoring performance of WEB system according to claim 4, which is characterized in that reading portal page institute
There is the timestamp information in stage to obtain timestamp information specifically by performance.timing.
6. the method for monitoring performance of WEB system according to claim 3, which is characterized in that the page for calculating WEB system
The performance data of key performance node in face specifically: the access entrance page shows to generate in the page key in monitored data
When energy node, the timestamp information in the high-precision stage of key performance node in the page is read, the timestamp information includes opening
Beginning timestamp and ending time stamp are ranked up the high-precision stage had at key performance node according to order of occurrence, calculate
The difference of ending time stamp and time started stamp, obtains the had high-precision stage at key performance node in each high-precision stage
Time-consuming information, the performance data as key performance node in the page.
7. the method for monitoring performance of WEB system according to claim 1, which is characterized in that the method also includes: by institute
The performance data for the WEB system stated is uploaded to server.
8. the method for monitoring performance of WEB system according to claim 7, which is characterized in that described by the WEB system
Performance data be uploaded to server specifically: by the performance data of WEB system storage to performance data buffer area;Root
The data in performance data buffer area are uploaded to server according to the frequency of setting;It completes to upload in cleaning performance data buffer zone
Data.
9. a kind of performance monitoring system of WEB system, including processor and memory, computer is stored on the memory
Program, which is characterized in that when the computer program is executed by the processor, realize described in any item of the claim 1 to 8
The method for monitoring performance of WEB system.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program quilt
When processor executes, the method for monitoring performance of WEB system described in any item of the claim 1 to 8 is realized.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810860245.XA CN109165152B (en) | 2018-07-31 | 2018-07-31 | Method, system and storage medium for monitoring performance of WEB system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810860245.XA CN109165152B (en) | 2018-07-31 | 2018-07-31 | Method, system and storage medium for monitoring performance of WEB system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109165152A true CN109165152A (en) | 2019-01-08 |
CN109165152B CN109165152B (en) | 2022-11-15 |
Family
ID=64898414
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810860245.XA Active CN109165152B (en) | 2018-07-31 | 2018-07-31 | Method, system and storage medium for monitoring performance of WEB system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN109165152B (en) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111625432A (en) * | 2019-02-28 | 2020-09-04 | 北京字节跳动网络技术有限公司 | Page loading time consumption determination method and device and computer readable storage medium |
CN112416726A (en) * | 2020-11-20 | 2021-02-26 | 深圳开源互联网安全技术有限公司 | Method and device for analyzing static resource loading performance of WEB application |
CN112965718A (en) * | 2021-05-19 | 2021-06-15 | 南京视察者智能科技有限公司 | SDK module for monitoring web front-end error and performance and calling method thereof |
CN113238917A (en) * | 2021-05-31 | 2021-08-10 | 康键信息技术(深圳)有限公司 | Front-end performance monitoring method, device, equipment and storage medium |
CN113569168A (en) * | 2021-06-17 | 2021-10-29 | 北京健康之家科技有限公司 | Page performance data generation method and device, computer storage medium and terminal |
CN115065620A (en) * | 2022-06-20 | 2022-09-16 | 中国平安财产保险股份有限公司 | Network monitoring method, device, equipment and storage medium |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101087312A (en) * | 2006-06-02 | 2007-12-12 | 软件股份公司 | System and method for managing web services |
CN103678372A (en) * | 2012-09-14 | 2014-03-26 | 北京百度网讯科技有限公司 | Method and equipment for obtaining application performance of page |
US20160294606A1 (en) * | 2014-10-09 | 2016-10-06 | Splunk Inc. | Service Detail Monitoring Console |
CN106502902A (en) * | 2016-10-25 | 2017-03-15 | 中国工商银行股份有限公司 | Web page operational efficiency monitoring method and device |
CN106570013A (en) * | 2015-10-09 | 2017-04-19 | 北京国双科技有限公司 | Method and device for processing page access data |
CN106598821A (en) * | 2015-10-14 | 2017-04-26 | 腾讯科技(深圳)有限公司 | Webpage loading speed test method and device |
CN108205487A (en) * | 2016-12-20 | 2018-06-26 | 广州市动景计算机科技有限公司 | A kind of method, apparatus and user terminal for monitoring browser performance |
-
2018
- 2018-07-31 CN CN201810860245.XA patent/CN109165152B/en active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101087312A (en) * | 2006-06-02 | 2007-12-12 | 软件股份公司 | System and method for managing web services |
CN103678372A (en) * | 2012-09-14 | 2014-03-26 | 北京百度网讯科技有限公司 | Method and equipment for obtaining application performance of page |
US20160294606A1 (en) * | 2014-10-09 | 2016-10-06 | Splunk Inc. | Service Detail Monitoring Console |
CN106570013A (en) * | 2015-10-09 | 2017-04-19 | 北京国双科技有限公司 | Method and device for processing page access data |
CN106598821A (en) * | 2015-10-14 | 2017-04-26 | 腾讯科技(深圳)有限公司 | Webpage loading speed test method and device |
CN106502902A (en) * | 2016-10-25 | 2017-03-15 | 中国工商银行股份有限公司 | Web page operational efficiency monitoring method and device |
CN108205487A (en) * | 2016-12-20 | 2018-06-26 | 广州市动景计算机科技有限公司 | A kind of method, apparatus and user terminal for monitoring browser performance |
Cited By (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111625432A (en) * | 2019-02-28 | 2020-09-04 | 北京字节跳动网络技术有限公司 | Page loading time consumption determination method and device and computer readable storage medium |
CN111625432B (en) * | 2019-02-28 | 2023-03-28 | 北京字节跳动网络技术有限公司 | Page loading time consumption determination method and device and computer readable storage medium |
CN112416726A (en) * | 2020-11-20 | 2021-02-26 | 深圳开源互联网安全技术有限公司 | Method and device for analyzing static resource loading performance of WEB application |
CN112965718A (en) * | 2021-05-19 | 2021-06-15 | 南京视察者智能科技有限公司 | SDK module for monitoring web front-end error and performance and calling method thereof |
CN113238917A (en) * | 2021-05-31 | 2021-08-10 | 康键信息技术(深圳)有限公司 | Front-end performance monitoring method, device, equipment and storage medium |
CN113238917B (en) * | 2021-05-31 | 2023-10-31 | 康键信息技术(深圳)有限公司 | Front-end performance monitoring method, device, equipment and storage medium |
CN113569168A (en) * | 2021-06-17 | 2021-10-29 | 北京健康之家科技有限公司 | Page performance data generation method and device, computer storage medium and terminal |
CN115065620A (en) * | 2022-06-20 | 2022-09-16 | 中国平安财产保险股份有限公司 | Network monitoring method, device, equipment and storage medium |
CN115065620B (en) * | 2022-06-20 | 2023-08-22 | 中国平安财产保险股份有限公司 | Network monitoring method, device, equipment and storage medium |
Also Published As
Publication number | Publication date |
---|---|
CN109165152B (en) | 2022-11-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN109165152A (en) | Method for monitoring performance, system and the storage medium of WEB system | |
WO2021088724A1 (en) | Testing method and apparatus | |
US7681182B1 (en) | Including function call graphs (FCG) generated from trace analysis data within a searchable problem determination knowledge base | |
US7912946B2 (en) | Method using footprints in system log files for monitoring transaction instances in real-time network | |
US20100223446A1 (en) | Contextual tracing | |
US7908365B2 (en) | System using footprints in system log files for monitoring transaction instances in real-time network | |
US7627857B2 (en) | System and method for visualizing exception generation | |
US20240020215A1 (en) | Analyzing large-scale data processing jobs | |
CN111666205B (en) | Data auditing method, system, computer equipment and storage medium | |
CN111078513A (en) | Log processing method, device, equipment, storage medium and log alarm system | |
US20120066558A1 (en) | Network fault management in busy periods | |
CN113360394A (en) | Code test coverage rate statistical method and device | |
CN111327466A (en) | Alarm analysis method, system, equipment and medium | |
CN109861843B (en) | Method, device and equipment for completely collecting and confirming log files | |
US20100088256A1 (en) | Method and monitoring system for the rule-based monitoring of a service-oriented architecture | |
US11748226B2 (en) | Service graph generator, service graph generation method, and program | |
CN113706098B (en) | Business-based deviation reason identification method and device and electronic equipment | |
CN115455059A (en) | Method, device and related medium for analyzing user behavior based on underlying data | |
CN114356490B (en) | Financial information visualization processing method and system based on big data | |
CN111611252B (en) | Monitoring, device, equipment and storage medium for safety data in data synchronization process | |
CN111061599B (en) | Method for generating check point of interface test environment | |
CN116992325A (en) | Method, electronic device and computer program product for collecting training data | |
CN106991088B (en) | Data acquisition method and device | |
CN116244150A (en) | Service data processing monitoring method and device | |
CN117093651A (en) | Basic community data synchronization method, device and medium |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20191008 Address after: 201203 Shanghai City, Pudong New Area China (Shanghai) free trade zone 2277 Zuchongzhi Road No. 1 Lane 905, room 906 Applicant after: SHANGHAI HODE INFORMATION TECHNOLOGY Co.,Ltd. Address before: Room 1641, room 1945, Siping Road, Yangpu District, Shanghai Applicant before: SHANGHAI BILIBILI TECHNOLOGY Co.,Ltd. |
|
TA01 | Transfer of patent application right | ||
GR01 | Patent grant | ||
GR01 | Patent grant |