CN109697168A - Power consumption weight testing method and device, electronic equipment, storage medium - Google Patents

Power consumption weight testing method and device, electronic equipment, storage medium Download PDF

Info

Publication number
CN109697168A
CN109697168A CN201910026214.9A CN201910026214A CN109697168A CN 109697168 A CN109697168 A CN 109697168A CN 201910026214 A CN201910026214 A CN 201910026214A CN 109697168 A CN109697168 A CN 109697168A
Authority
CN
China
Prior art keywords
power consumption
test
data
script
tested
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.)
Pending
Application number
CN201910026214.9A
Other languages
Chinese (zh)
Inventor
王建军
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Netease Hangzhou Network Co Ltd
Original Assignee
Netease Hangzhou Network Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Netease Hangzhou Network Co Ltd filed Critical Netease Hangzhou Network Co Ltd
Priority to CN201910026214.9A priority Critical patent/CN109697168A/en
Publication of CN109697168A publication Critical patent/CN109697168A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3688Test management for test execution, e.g. scheduling of test suites
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3692Test management for test results analysis

Abstract

The embodiment of the invention provides a kind of power consumption weight testing method and device, electronic equipment, storage mediums for application program, it is related to field of computer technology, the power consumption weight testing method includes: acquisition test script, and test script is transferred in terminal device, the terminal device includes application to be tested;Test application is treated according to test script and executes test operation, to obtain the corresponding power consumption data of application to be tested;The corresponding test log data of test script are obtained, and timestamp is arranged to test log data and power consumption data;According to timestamp by test log data and power consumption data simultaneous display to corresponding display interface.The technical solution of the embodiment of the present invention can not only effectively promote the efficiency of test, and can provide the video data and power consumption data of automatic measurement in real time, more intuitive that result data is compared, and improve the efficiency of application program optimization.

Description

Power consumption weight testing method and device, electronic equipment, storage medium
Technical field
The present invention relates to field of computer technology, in particular to a kind of power consumption test side for application program Method, power consumption test device, electronic equipment and computer readable storage medium.
Background technique
As Intelligent mobile equipment is using more and more extensive, the cruising ability of Intelligent mobile equipment is increasingly by people Attention.If the power consumption for the application program being mounted in Intelligent mobile equipment is huge, it will lead to user and intelligent mobile set The decline of standby usage experience.
Currently, in the test of existing application program power consumption, the API that is provided by Intelligent mobile equipment operating system (Application Programming Interface, application programming interface), obtains each hardware of Intelligent mobile equipment Power consumption situation, be applied the power consumption of program according to the summation of the power consumption situation of all hardware in Intelligent mobile equipment Situation.On the one hand, the process that this method manually participates in is more, and testing efficiency is low, and due to starting it in test process His service leads to the power consumption data inaccuracy of measurement;On the other hand, the data of test can not synchronize comparison, such as Manual operation in game test process can not be synchronized with the abnormal point of power consumption data, be unable to get multiple optimization process As a result, and repeatedly the manual operation of measurement process can not accomplish unanimously.
It should be noted that information is only used for reinforcing the reason to background of the invention disclosed in above-mentioned background technology part Solution, therefore may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
The embodiment of the present invention be designed to provide a kind of power consumption weight testing method for application program, power consumption is tested Device, electronic equipment and computer readable storage medium, and then test process manpower intervention is overcome at least to a certain extent It is more, it is unable to the problem of simultaneous display test data is with test pictures corresponding relationship.
Other characteristics and advantages of the invention will be apparent from by the following detailed description, or partially by the present invention Practice and acquistion.
According to a first aspect of the embodiments of the present invention, a kind of power consumption weight testing method for application program is provided, is wrapped It includes: obtaining test script, and the test script is transferred in terminal device, the terminal device includes application to be tested; According to the test script to the application execution test operation to be tested, to obtain the corresponding power consumption of the application to be tested Data;The corresponding test log data of the test script are obtained, and to the test log data and the power consumption data Timestamp is set;The test log data are shown with the power consumption data simultaneous display to corresponding according to the timestamp Show interface.
In some example embodiments of the present invention, aforementioned schemes are based on, the power consumption weight testing method includes test view Frequency evidence, according to the timestamp by the test log data and the power consumption data simultaneous display to corresponding display circle Face further include: obtain the test log data, power consumption data and the corresponding timestamp of test video data;Based on described The test log data, power consumption data and test video data are calibrated and generate test report by timestamp;It will The test report is sent to corresponding display interface with test log data, power consumption data and test described in simultaneous display Video data.
In some example embodiments of the present invention, be based on aforementioned schemes, the test log data, power consumption data with And the corresponding timestamp of test video data is absolute timestamp.
In some example embodiments of the present invention, aforementioned schemes are based on, obtain the corresponding power consumption of the application to be tested Measure data further include: the corresponding current curve diagram of the power consumption data is drawn according to the power consumption data.
In some example embodiments of the present invention, aforementioned schemes are based on, the current curve diagram includes data point, described Power consumption weight testing method further include: in response to acting on the operational order of the data point, obtain the corresponding consumption of the data point The timestamp of electricity data;The timestamp put based on the data obtains the corresponding test of timestamp of the data point Daily record data piece and the test video data slice;By the corresponding test log number of the timestamp of the power consumption data Corresponding display interface is shown to according to piece and the test video data slice.
In some example embodiments of the present invention, aforementioned schemes are based on, the test script includes pre-set survey The test script of training sheet and/or real-time edition.
In some example embodiments of the present invention, aforementioned schemes are based on, the power consumption weight testing method includes general string Row bus and universal serial bus relay, it is described that the test script is transferred in terminal device further include: to pass through institute It states universal serial bus and the test script is transferred to terminal device;It is transferred to terminal device in response to the test script, The power supply line of the universal serial bus is disconnected according to the universal serial bus relay.
In some example embodiments of the present invention, aforementioned schemes are based on, the application to be tested includes software development work Tool packet, is transferred to terminal device for the test script further include: the test script is transferred to the Software Development Tools Bao Zhong.
In some example embodiments of the present invention, aforementioned schemes are based on, the acquisition application to be tested is corresponding Power consumption data further include: the corresponding power consumption data of the application to be tested for obtaining that the Software Development Kit sends.
In some example embodiments of the present invention, aforementioned schemes are based on, the test script includes launching class script, root It include: according to the dispensing class script described to be tested to the application execution test operation to be tested according to the test script The virtual role of different number is added in and/or plays the special efficacy of different number by batch to obtain the dispensing class script Corresponding power consumption data;Corresponding power consumption histogram is drawn based on the corresponding power consumption data of the dispensing class script.
In some example embodiments of the present invention, aforementioned schemes are based on, the test script includes running figure class script, root It include: according to the race figure class script described to be tested to the application execution test operation to be tested according to the test script Controlled in all positions of the virtual role in the application to be tested in application scenarios moved it is described to obtain Run the corresponding power consumption data of figure class script;Corresponding power consumption is drawn based on the corresponding power consumption data of the race figure class script Scene thermodynamic chart.
According to a second aspect of the embodiments of the present invention, a kind of power consumption test device for application program is provided, is wrapped Include: transmission unit is transferred in terminal device for obtaining test script, and by the test script, the terminal device packet Include application to be tested;Test cell is used for according to the test script to the application execution test operation to be tested, to obtain The corresponding power consumption data of the application to be tested;Acquiring unit, for obtaining the corresponding test log number of the test script According to, and timestamp is arranged to the test log data and the power consumption data;Display unit, for according to the timestamp By the test log data and the power consumption data simultaneous display to corresponding display interface.
According to a third aspect of the embodiments of the present invention, a kind of electronic equipment is provided, comprising: processor;And memory, institute It states and is stored with computer-readable instruction on memory, realize when the computer-readable instruction is executed by the processor according to upper State power consumption weight testing method described in any one.
According to a fourth aspect of the embodiments of the present invention, a kind of computer readable storage medium is provided, calculating is stored thereon with Machine program realizes the power consumption weight testing method according to above-mentioned any one when the computer program is executed by processor.
Technical solution provided in an embodiment of the present invention can include the following benefits:
In the technical solution provided by some embodiments of the present invention, by test script be transferred in terminal device to Test application treats test application progress test operation by test script and obtains power consumption data, the test to test script Timestamp is arranged in daily record data and power consumption data, is synchronized test log data and power consumption data according to timestamp aobvious Show on corresponding display interface.On the one hand, application to be tested is tested by test script, can be realized the automatic of test process Change management is avoided since manual testing's operation is inconsistent before and after manually participating in the inaccuracy of power consumption data caused by testing, optimization The problem of, the accuracy of test data is improved, the testing efficiency of power consumption test is improved;On the other hand, according to timestamp By in test log data and power consumption data simultaneous display to display interface, power consumption data can be transferred by timestamp The corresponding test log data of abnormal point, improve the referential of test data, improve the usage experience of user.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not It can the limitation present invention.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention Example, and be used to explain the principle of the present invention together with specification.It should be evident that the accompanying drawings in the following description is only the present invention Some embodiments for those of ordinary skill in the art without creative efforts, can also basis These attached drawings obtain other attached drawings.In the accompanying drawings:
Fig. 1 diagrammatically illustrates the schematic diagram of power consumption weight testing method process according to some embodiments of the present invention;
Fig. 2 diagrammatically illustrates the schematic diagram of universal serial bus structure according to some embodiments of the present invention;
Fig. 3 diagrammatically illustrate according to some embodiments of the present invention according to universal serial bus relay control it is general The schematic diagram of universal serial bus;
Fig. 4 diagrammatically illustrates according to some embodiments of the present invention to be tested using embedded software development kit Schematic diagram;
Fig. 5 diagrammatically illustrates the schematic diagram of power consumption fundamental current figure according to some embodiments of the present invention;
Fig. 6 diagrammatically illustrates the schematic diagram of power consumption histogram according to some embodiments of the present invention;
Fig. 7 diagrammatically illustrates the schematic diagram of power consumption scene thermodynamic chart according to some embodiments of the present invention;
Fig. 8 diagrammatically illustrates the schematic diagram of the display interface of client according to some embodiments of the present invention;
Fig. 9 diagrammatically illustrates the schematic diagram of power consumption test device according to some embodiments of the present invention;
Figure 10 diagrammatically illustrates showing for the Computer Systems Organization of electronic equipment according to some embodiments of the present invention It is intended to;
Figure 11 diagrammatically illustrates the schematic diagram of computer readable storage medium according to some embodiments of the present invention.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes Formula is implemented, and is not understood as limited to example set forth herein;On the contrary, thesing embodiments are provided so that the present invention will more Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.
In addition, described feature, structure or characteristic can be incorporated in one or more implementations in any suitable manner In example.In the following description, many details are provided to provide and fully understand to the embodiment of the present invention.However, It will be appreciated by persons skilled in the art that technical solution of the present invention can be practiced without one or more in specific detail, Or it can be using other methods, constituent element, device, step etc..In other cases, it is not shown in detail or describes known side Method, device, realization or operation are to avoid fuzzy each aspect of the present invention.
In addition, attached drawing is only schematic illustrations, it is not necessarily drawn to scale.Block diagram shown in the drawings is only Functional entity, not necessarily must be corresponding with physically separate entity.I.e., it is possible to realize these functions using software form Entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or in heterogeneous networks and/or processing These functional entitys are realized in device device and/or microcontroller device.
In existing application program power consumption test, power consumption test on the one hand can be carried out by way of software.It lifts For example, in a kind of software test scheme, obtain terminal device whithin a period of time according to the API that the system of terminal device provides Electric quantity consumption situation, can be indicated by relational expression (1):
Q=Q1×T1+Q2×T2+...+Qn×Tn (1)
Wherein, Q is expressed as the total electricity that terminal device consumes in the period, QnIndicate some hardware in terminal device The power consumption of (such as central processor CPU), TnIndicate the working time that the hardware is tested in application program, then Qn×Tn Indicate the power consumption of the hardware during this period of time.Pass through the power consumption of all hardware in terminal device when calculating Application testing The summation of amount determines the power consumption data of the application program.In another software test scheme, power consumption data can be according to end The fall off rate of the battery capacity of end equipment and the battery total capacity of the battery are calculated, for example, terminal device battery Capacity has decreased to 89% from 96%, and the time used in capacity decline 7% is 24 minutes, and knows that the terminal device battery always holds Amount is 3496mAh, therefore it is known that game average current is 3496*0.07/ (24/60)=611mA, sustainable use is answered It is 3496/611=5.7h with the time of program.On the other hand power consumption test, hardware side can be carried out by way of hardware Formula power consumption test in, be by the power supply of terminal device from battery replacement be D.C. regulated power supply, pass through measurement of correlation tool Directly test out the real-time electric quantity curve i.e. power consumption data of application program.
In the test of the power consumption of above-mentioned software mode and hardware mode, more, survey is not only manually participated in test process It tries efficiency and accuracy rate is lower, and since the result data of test only shows power consumption situation, it is excellent for application program The referential of change is insufficient, reduces the usage experience of user.
Based on this, in this exemplary embodiment, a kind of power consumption weight testing method for application program is provided firstly, it should Power consumption weight testing method can be applied to terminal device, which can be mobile device or other need to install movement Electronic equipment of power supply, such as intelligent mobile mobile phone, laptop, palm PC etc..Fig. 1 is diagrammatically illustrated according to this hair The schematic diagram of the power consumption weight testing method process of bright some embodiments.Refering to what is shown in Fig. 1, the power consumption weight testing method can wrap Include following steps:
Step S110 obtains test script, and the test script is transferred in terminal device, the terminal device packet Include application to be tested;
Step S120, it is described to be measured to obtain according to the test script to the application execution test operation to be tested Corresponding power consumption data is applied in examination;
Step S130 obtains the corresponding test log data of the test script, and to the test log data and institute State power consumption data setting timestamp;
Step S140, according to the timestamp by the test log data and the power consumption data simultaneous display to pair The display interface answered.
According to the power consumption weight testing method in this example embodiment, on the one hand, application to be tested is tested by test script, The automatic management that can be realized test process is avoided due to manually participating in the inaccuracy of power consumption data caused by testing, optimization Front and back manual testing operates inconsistent problem, improves the accuracy of test data, improves the test effect of power consumption test Rate;On the other hand, according to timestamp by test log data and power consumption data simultaneous display to display interface, Neng Goutong The corresponding test log data of abnormal point that timestamp transfers power consumption data are crossed, the referential of test data is improved, are improved The usage experience of user.
In the following, by the power consumption weight testing method in this example embodiment is further detailed.
In step s 110, test script is obtained, and the test script is transferred in terminal device, the terminal is set Standby includes application to be tested.
In a kind of example embodiment of the invention, test script (Testing Script) refers to that automatic execute was tested The terminal device readable instruction of journey (or partial test process), which, which can be, presets ground test all-purpose project Wscript.exe, for example, detection application program running background mode under power consumption situation, be also possible to by client (such as Web system front end) provide that editing environment edited to carry out the test script of special item test, such as be directed to game The race figure class testing script of scene, certainly, the present invention does not do particular determination to this.Server-side (such as Web system server-side) obtains The test script that family is chosen or edited is taken, and the test script is transferred in the application to be tested of terminal device.It is to be measured Examination application refers to the application program for needing to carry out power consumption optimal inspection, which can be mounted on terminal before testing In equipment, the installation kit of application to be tested and test script can also be sent collectively in terminal device, the present invention to this not Do particular determination.
In a kind of example embodiment of the invention, server-side can pass through universal serial bus (Universal Serial Bus, USB) test script is transferred in terminal device.Specifically, refering to what is shown in Fig. 2, Fig. 2 is diagrammatically illustrated The schematic diagram of universal serial bus structure according to some embodiments of the present invention, the route of general-purpose serial bus USB is as schemed Show, route 1 is VCC (Volt Current Condenser, power supply) line of universal serial bus, and route 2 is the negative of data line Pole, route 3 are the anode of data line, and route 4 is GND (electric wire ground terminal) line.Refering to what is shown in Fig. 3, Fig. 3 diagrammatically illustrates root According to the schematic diagram for controlling universal serial bus according to universal serial bus relay of some embodiments of the present invention, by general string The VCC line of row bus detaches, and substitutes VCC line by a USB relay, which can be carried out by server Control.When server-side needs test script being transferred to terminal device, it is in the conductive state that server controls USB relay; When test script is transferred to terminal device by server-side, it is in an off state that server controls USB relay.Pass through setting The VCC line of automation on-off universal serial bus not only may be implemented in USB relay, but also can be avoided universal serial bus pair The problem of power consumption of terminal device has an impact improves the accuracy of test data.
Specifically, receiving the test foot that server-side is sent by the Software Development Kit SDK embedded in application to be tested This is simultaneously executed.Refering to what is shown in Fig. 4, Fig. 4 diagrammatically illustrate application to be tested according to some embodiments of the present invention embed it is soft The schematic diagram of part development kit, Software Development Kit SDK can not only be received test script by network and to be measured It tries to execute test script in the operating status of application, and the output day of test script can be exported to server by network Will.Client can send test instruction, specific test operation to be tested in real time by Software Development Kit SDK Using family can be used and tested, test script is not limited to, promote the usage experience of user more flexiblely.And by It in Software Development Kit SDK is embedded in the code of application to be tested, after application to be tested starting, Software Development Tools Packet SDK is also in the operating status of application to be tested, there is no other service processes are individually started, is further improved The accuracy of measurement data.
In the step s 120, according to the test script to the application execution test operation to be tested, described in obtaining It is to be tested to apply corresponding power consumption data.
In a kind of example embodiment of the invention, test operation refers to that records in advance in test script answers to be tested It can be control game application with the operation tested and executed, such as the corresponding test operation of race figure class testing script In virtual role in scene of game all coordinate positions moved, certain test operation is also possible to other non-controlling classes Operation, such as make the running background to be tested applied in terminal device, the present invention does not do particular determination to this.Power consumption data is Refer to the electric quantity change number for the terminal device that test script is obtained when treating test application and executing test operation by test interface According to power consumption data can be the data of form, be also possible to the data of drawing form, and the present invention does not do special limit to this Fixed, this example embodiment indicates power consumption data using the data of drawing form.
Specifically, the power supply of terminal device is directly powered by D.C. regulated power supply, it can according to electrical power formula P=U*I Know, the variation of electric current and the variation of electrical power are directly proportional under conditions of voltage stabilization, and the delta data of electric current can be direct Obtained by measurement, thus can power consumption data by the delta data of electric current as terminal device, pass through the change of electric current Change the calculation amount that data replace power consumption data that can reduce server-side, the working efficiency of lifting system.For example, with reference to Fig. 5 institute Show, Fig. 5 diagrammatically illustrates the schematic diagram of power consumption fundamental current figure according to some embodiments of the present invention, and server will be through Cross test obtained power consumption data and fundamental current figure be plotted as according to timestamp, and by the anomaly peak in fundamental current figure with The formal notation of data point.The power consumption data of application program is plotted as fundamental current figure, facilitate user carry out analysis comparison, Fast finding abnormal point, promotes the usage experience of user.
In a kind of example embodiment of the invention, due to test application program scene and the difference of test script, clothes Being engaged in, the corresponding parameter of power consumption data that device obtains is also different, and aforementioned fundamental current figure cannot indicate the power consumption number of all situations According to.In example embodiments of the present invention, server can draw difference according to test script and the different of test application scene The corresponding power consumption data of graph representation, it is of course also possible to carrying out selection by client needs the icon type drawn, this Particular determination is not done in invention to this.
Further, in relevant game application, due to the quantity of game role and scene special effect difference, meeting Cause different degrees of power consumption condition.When test script is to launch class script, and treat test application by the dispensing class script When being tested, launches class script and add the virtual role of different number in application to be tested or play different numbers by batch The special efficacy of amount, while corresponding power consumption data is obtained, and corresponding power consumption histogram is drawn according to power consumption data.Example Such as, refering to what is shown in Fig. 6, Fig. 6 diagrammatically illustrates the schematic diagram of power consumption histogram according to some embodiments of the present invention, root According to dispensing operation of the class testing script in application to be tested is launched, calculates and launch being averaged for multiple and different virtual roles or special efficacy Current data by average current data, supply volume and launches the corresponding power consumption histogram of type drafting.According to difference Test script draw different types of power consumption data chart, be able to use family and pointedly analyze data, make power consumption number According to more intuitive clear, the usage experience of user is promoted.
Optionally, when test script is to run figure class script, and treat test application by the race figure class script and tested When, race figure class script manipulates the virtual role in application to be tested and is moved in all coordinate positions of scene, and obtains every The power consumption data of a coordinate position draws power consumption scene heating power according to the power consumption data of all coordinate positions of acquisition Figure.For example, refering to what is shown in Fig. 7, Fig. 7 diagrammatically illustrates power consumption scene thermodynamic chart according to some embodiments of the present invention Schematic diagram obtains the power consumption of each scene coordinate position according to the movement of figure class script manipulation virtual role in the scene is run Data are simultaneously plotted as power consumption scene thermodynamic chart, and the depth of the color of each coordinate points indicates the height of the power consumption of the coordinate position Low, color shows that power consumption is higher more deeply feeling, and user can be quickly found out the scene coordinate for needing to optimize according to the depth of color.Root Different types of power consumption data chart is drawn according to different test scripts, family is able to use and pointedly analyzes data, make to consume Electricity data is more intuitive clear, promotes the usage experience of user.
It, must by non-in terminal device it should be noted that when test script tests the application to be tested The program process of palpus and system service etc. are all closed, it is ensured that backstage only runs kernel service relevant to application program Process, it is ensured that the variation of electricity data is consistent with the power consumption data obtained in test process, improves the accuracy of test.
In step s 130, the corresponding test log data of the test script are obtained, and to the test log data Timestamp is set with the power consumption data.
In a kind of example embodiment of the invention, test log data refer to that test script is treating test application progress The corresponding test operation event of test script that system records when test.The application to be tested is tested in test script When, server obtains the corresponding test log data of test process and power consumption data, and to test log data and consumption Timestamp is arranged in electricity data, is calibrated by timestamp to test log data and power consumption data.Timestamp refers to The character string for uniquely identifying certain time at a moment, by the test log data at timestamp available corresponding time point and Power consumption data.
Specifically, timestamp can be absolute timestamp in example embodiments of the present invention.Such as timestamp can be mark Quasi- Unix timestamp.By standard Unix timestamp calibration test daily record data and power consumption data, test log can be made Data and power consumption data carry out cross-platform operation, promote the compatibility of test log data and power consumption data, are promoted The usage experience of user.
It optionally, can be by being surveyed in the camera acquisition terminal equipment that pre-sets when carrying out power consumption test Try the test video data of picture.Similarly, by standard Unix timestamp to test video data, test log data and Power consumption data is calibrated.By collecting test video data, allow user according to test video data and corresponding The power consumption situation of the more intuitive observation application program of test log data, power consumption data, promotes the usage experience of user.
In step S140, according to the timestamp by the test log data and the power consumption data simultaneous display To corresponding display interface.
In a kind of example embodiment of the invention, display interface refers to what client (such as Web system front end) provided User interface.Such as refering to what is shown in Fig. 8, Fig. 8 diagrammatically illustrates client according to some embodiments of the present invention The schematic diagram of display interface, region 801 are that user carries out selection test script or edits the region of test script, region 802 It is the display area of the corresponding test log data of test script, region 803 is the area that the corresponding chart of power consumption data is shown Domain, region 804 are the display areas for carrying out the real-time pictures of power consumption test.According to standard Unix timestamp by test video number It is calibrated according to, test log data and power consumption data, makes test video data, test log data and power consumption number According to corresponding segment in same timeline.
Specifically, data point is arranged according to power consumption data, such as with continued reference to fundamental current figure shown in fig. 5, by base Abnormal point in this current graph is set as data point, which uniquely corresponds to standard Unix timestamp.It is basic when the user clicks When data point in current graph, server obtains the corresponding timestamp of the data point, transfers the timestamp pair by the timestamp The segment of the test video data, test log data answered, and the segment of test video data, test log data is shown On display interface.Similarly, user triggers the corresponding data point of some segment or triggering test log in test video data When the corresponding data point of some segment of data, the segment of other corresponding data is transferred according to timestamp and is shown in display interface On.By setting data point mode corresponding with timestamp, user can quickly transfer other data of comparative analysis, improve and use The usage experience at family.
It should be noted that although describing each step of method in the present invention in the accompanying drawings with particular order, This does not require that or implies must execute these steps in this particular order, or have to carry out step shown in whole Just it is able to achieve desired result.Additional or alternative, it is convenient to omit multiple steps are merged into a step and held by certain steps Row, and/or a step is decomposed into execution of multiple steps etc..
In addition, in this exemplary embodiment, additionally providing a kind of power consumption test device.Referring to shown in Fig. 9, the power consumption Test device 900 includes: transmission unit 910 for obtaining test script, and the test script is transferred in terminal device, The terminal device includes application to be tested;Test cell 920 is for holding the application to be tested according to the test script Row test operation, to obtain the corresponding power consumption data of the application to be tested;Acquiring unit 930 is for obtaining the test foot This corresponding test log data, and timestamp is arranged to the test log data and the power consumption data;Display unit 940 for according to the timestamp by the test log data and the power consumption data simultaneous display to corresponding display circle Face.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, display unit 940 is configured as: obtaining institute State test log data, power consumption data and the corresponding timestamp of test video data;Based on the timestamp, by the survey Examination daily record data, power consumption data and test video data are calibrated and generate test report;The test report is sent out Corresponding display interface is sent to test log data, power consumption data described in simultaneous display and test video data.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, test cell 920 is configured as: according to institute It states power consumption data and draws the corresponding current curve diagram of the power consumption data.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, power consumption test device 900 is configured as: In response to acting on the operational order of the data point, the timestamp of the corresponding power consumption data of the data point is obtained;It is based on The timestamp of the data point obtains the corresponding test log data slice of timestamp and the test of the data point Video data piece;By the corresponding test log data slice of the timestamp of the power consumption data and the test video number Corresponding display interface is shown to according to piece.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, transmission unit 910 is configured as: passing through institute It states universal serial bus and the test script is transferred to terminal device;It is transferred to terminal device in response to the test script, The power supply line of the universal serial bus is disconnected according to the universal serial bus relay.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, transmission unit 910 is configured as: will be described Test script is transferred in the Software Development Kit.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, test cell 920 is configured as: obtaining institute State the corresponding power consumption data of the application to be tested of Software Development Kit transmission.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, test cell 920 is configured as: according to institute Dispensing class script is stated to add the virtual role of different number in the application to be tested and/or play different number by batch Special efficacy is to obtain the corresponding power consumption data of the dispensing class script;It is drawn based on the corresponding power consumption data of the dispensing class script Make corresponding power consumption histogram.
In a kind of exemplary embodiment of the invention, aforementioned schemes are based on, test cell 920 is configured as: according to institute It states race figure class script and controls institute of the virtual role in application scenarios in the application to be tested in the application to be tested There is position to be moved to obtain the corresponding power consumption data of the race figure class script;Based on the corresponding consumption of the race figure class script Electricity data draws corresponding power consumption scene thermodynamic chart.
The detail of each module of power consumption test device carries out in corresponding power consumption weight testing method among the above Detailed description, therefore details are not described herein again.
It should be noted that although being referred to several modules or unit of power consumption test device in the above detailed description, But it is this divide it is not enforceable.In fact, embodiment according to the present invention, two or more above-described modules Either the feature and function of unit can embody in a module or unit.Conversely, an above-described module or The feature and function of person's unit can be to be embodied by multiple modules or unit with further division.
In addition, in an exemplary embodiment of the present invention, additionally providing one kind can be realized above-mentioned power consumption weight testing method Electronic equipment.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, completely Software implementation (including firmware, microcode etc.) or hardware and software in terms of combine embodiment, may be collectively referred to as here Circuit, " module " or " system ".
The electronic equipment 1000 of this embodiment according to the present invention is described referring to Figure 10.Electronics shown in Fig. 10 Equipment 1000 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in Figure 10, electronic equipment 1000 is showed in the form of universal computing device.The component of electronic equipment 1000 can To include but is not limited to: at least one above-mentioned processing unit 1010, connects not homologous ray at least one above-mentioned storage unit 1020 The bus 1030 of component (including storage unit 1020 and processing unit 1010), display unit 1040.
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 1010 Row, so that various according to the present invention described in the execution of the processing unit 1010 above-mentioned " illustrative methods " part of this specification The step of exemplary embodiment.For example, the processing unit 1010 can execute step S110 as shown in fig. 1, obtains and survey Training sheet, and the test script is transferred in terminal device, the terminal device includes application to be tested;Step S120, According to the test script to the application execution test operation to be tested, to obtain the corresponding power consumption of the application to be tested Data;Step S130 obtains the corresponding test log data of the test script, and to the test log data and the consumption Timestamp is arranged in electricity data;Step S140, according to the timestamp by the test log data and the power consumption data Simultaneous display is to corresponding display interface.
Storage unit 1020 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit (RAM) 1021 and/or cache memory unit 1022, it can further include read-only memory unit (ROM) 1023.
Storage unit 1020 can also include program/utility with one group of (at least one) program module 1025 1024, such program module 1025 includes but is not limited to: operating system, one or more application program, other program moulds It may include the realization of network environment in block and program data, each of these examples or certain combination.
Bus 1030 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures Local bus.
Electronic equipment 1000 can also be with one or more external equipments 1070 (such as keyboard, sensing equipment, bluetooth equipment Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 1000 communicate, and/or with make The electronic equipment 1000 can with it is one or more of the other calculating equipment be communicated any equipment (such as router, modulation Demodulator etc.) communication.This communication can be carried out by input/output (I/O) interface 1050.Also, electronic equipment 1000 Network adapter 1060 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public affairs can also be passed through Common network network, such as internet) communication.As shown, network adapter 1060 passes through its of bus 1030 and electronic equipment 1000 The communication of its module.It should be understood that although not shown in the drawings, other hardware and/or software can be used in conjunction with electronic equipment 1000 Module, including but not limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, magnetic Tape drive and data backup storage system etc..
By the description of above embodiment, those skilled in the art is it can be readily appreciated that example embodiment described herein It can also be realized in such a way that software is in conjunction with necessary hardware by software realization.Therefore, implement according to the present invention The technical solution of example can be embodied in the form of software products, which can store in a non-volatile memories In medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) or on network, including some instructions are so that a calculating equipment (can To be personal computer, server, terminal installation or network equipment etc.) it executes according to the method for the embodiment of the present invention.
In an exemplary embodiment of the present invention, a kind of computer readable storage medium is additionally provided, energy is stored thereon with Enough realize the program product of this specification above method.In some possible embodiments, various aspects of the invention can be with It is embodied as a kind of form of program product comprising program code, it is described when described program product is run on the terminal device Program code is for executing the terminal device described in above-mentioned " illustrative methods " part of this specification according to the present invention The step of various exemplary embodiments.
With reference to shown in Figure 11, the journey for realizing above-mentioned power consumption weight testing method of embodiment according to the present invention is described Sequence product 1100, can be using portable compact disc read only memory (CD-ROM) and including program code, and can be at end It is run in end equipment, such as PC.However, program product of the invention is without being limited thereto, and in this document, readable storage medium Matter can be any tangible medium for including or store program, which, which can be commanded execution system, device or device, makes With or it is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal, In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal, Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have Line, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages Code, described program design language include object oriented program language-Java, C++ etc., further include conventional Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network (WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP To be connected by internet).
In addition, above-mentioned attached drawing is only the schematic theory of processing included by method according to an exemplary embodiment of the present invention It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
By the description of above embodiment, those skilled in the art is it can be readily appreciated that example embodiment described herein It can also be realized in such a way that software is in conjunction with necessary hardware by software realization.Therefore, implement according to the present invention The technical solution of example can be embodied in the form of software products, which can store in a non-volatile memories In medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) or on network, including some instructions are so that a calculating equipment (can To be personal computer, server, touch control terminal or network equipment etc.) it executes according to the method for the embodiment of the present invention.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure Its embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or Adaptive change follow the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure or Conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by claim It points out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the accompanying claims.

Claims (14)

1. a kind of power consumption weight testing method for application program characterized by comprising
Test script is obtained, and the test script is transferred in terminal device, the terminal device includes application to be tested;
According to the test script to the application execution test operation to be tested, to obtain the corresponding consumption of the application to be tested Electricity data;
The corresponding test log data of the test script are obtained, and the test log data are set with the power consumption data Set timestamp;
According to the timestamp by the test log data and the power consumption data simultaneous display to corresponding display interface.
2. power consumption weight testing method according to claim 1, which is characterized in that the power consumption weight testing method includes test Video data, according to the timestamp by the test log data and the power consumption data simultaneous display to corresponding display Interface further include:
Obtain the test log data, power consumption data and the corresponding timestamp of test video data;
Based on the timestamp, the test log data, power consumption data and test video data are calibrated and given birth to At test report;
By the test report be sent to corresponding display interface with test log data, power consumption data described in simultaneous display with And test video data.
3. power consumption weight testing method according to claim 2, which is characterized in that the test log data, power consumption number Accordingly and the corresponding timestamp of test video data is absolute timestamp.
4. power consumption weight testing method according to claim 1, which is characterized in that obtain the corresponding consumption of the application to be tested Electricity data further include:
The corresponding current curve diagram of the power consumption data is drawn according to the power consumption data.
5. power consumption weight testing method according to claim 4, which is characterized in that the current curve diagram includes data point, The power consumption weight testing method further include:
In response to acting on the operational order of the data point, the timestamp of the corresponding power consumption data of the data point is obtained;
The timestamp put based on the data, obtain the data point the corresponding test log data slice of timestamp and The test video data slice;
The corresponding test log data slice of the timestamp of the power consumption data and the test video data slice are shown Show corresponding display interface.
6. power consumption weight testing method according to claim 1, which is characterized in that the test script includes pre-set The test script of test script and/or real-time edition.
7. power consumption weight testing method according to claim 6, which is characterized in that the power consumption weight testing method includes general Universal serial bus and universal serial bus relay, it is described that the test script is transferred in terminal device further include:
The test script is transferred to terminal device by the universal serial bus;
It is transferred to terminal device in response to the test script, according to the universal serial bus relay by the general serial The power supply line of bus disconnects.
8. power consumption weight testing method according to claim 1, which is characterized in that the application to be tested includes software development The test script is transferred in terminal device by kit further include:
The test script is transferred in the Software Development Kit.
9. power consumption weight testing method according to claim 8, which is characterized in that the acquisition application to be tested is corresponding Power consumption data further include:
The corresponding power consumption data of the application to be tested for obtaining that the Software Development Kit sends.
10. power consumption weight testing method according to claim 1, which is characterized in that the test script includes launching class foot This, include: to the application execution test operation to be tested according to the test script
The virtual role of different number is added in the application to be tested according to the dispensing class script and/or is played by batch The special efficacy of different number is to obtain the corresponding power consumption data of the dispensing class script;
Corresponding power consumption histogram is drawn based on the corresponding power consumption data of the dispensing class script.
11. power consumption weight testing method according to claim 10, which is characterized in that the test script includes running figure class foot This, include: to the application execution test operation to be tested according to the test script
The virtual role in the application to be tested is controlled in the application to be tested according to the race figure class script to apply It is moved to obtain the corresponding power consumption data of the race figure class script all positions in scene;
Corresponding power consumption scene thermodynamic chart is drawn based on the corresponding power consumption data of the race figure class script.
12. a kind of power consumption test device for application program characterized by comprising
Transmission unit is transferred in terminal device for obtaining test script, and by the test script, the terminal device packet Include application to be tested;
Test cell is used for according to the test script to the application execution test operation to be tested, described to be measured to obtain Corresponding power consumption data is applied in examination;
Acquiring unit, for obtaining the corresponding test log data of the test script, and to the test log data and institute State power consumption data setting timestamp;
Display unit, for according to the timestamp by the test log data and the power consumption data simultaneous display to pair The display interface answered.
13. a kind of electronic equipment characterized by comprising
Processor;And
Memory is stored with computer-readable instruction on the memory, and the computer-readable instruction is held by the processor The power consumption weight testing method as described in any one of claims 1 to 11 is realized when row.
14. a kind of computer-readable medium, is stored thereon with computer program, which is characterized in that the computer program is located Manage the power consumption weight testing method realized as described in any one of claims 1 to 11 when device executes.
CN201910026214.9A 2019-01-11 2019-01-11 Power consumption weight testing method and device, electronic equipment, storage medium Pending CN109697168A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910026214.9A CN109697168A (en) 2019-01-11 2019-01-11 Power consumption weight testing method and device, electronic equipment, storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910026214.9A CN109697168A (en) 2019-01-11 2019-01-11 Power consumption weight testing method and device, electronic equipment, storage medium

Publications (1)

Publication Number Publication Date
CN109697168A true CN109697168A (en) 2019-04-30

Family

ID=66233237

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910026214.9A Pending CN109697168A (en) 2019-01-11 2019-01-11 Power consumption weight testing method and device, electronic equipment, storage medium

Country Status (1)

Country Link
CN (1) CN109697168A (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110362470A (en) * 2019-05-28 2019-10-22 中国平安人寿保险股份有限公司 Test data collection method, device, electronic equipment and storage medium
CN110765002A (en) * 2019-09-19 2020-02-07 北京字节跳动网络技术有限公司 Method, device, medium and electronic equipment for obtaining operation behavior information
CN111426961A (en) * 2020-03-19 2020-07-17 昆山宣创电子有限公司 Method for testing fast charge and discharge performance of mobile power supply
CN112148544A (en) * 2020-10-20 2020-12-29 广东小天才科技有限公司 Terminal device testing method, smart watch and system
CN113326191A (en) * 2021-05-27 2021-08-31 合肥移瑞通信技术有限公司 Current consumption testing method and device and storage medium
CN113791951A (en) * 2021-09-15 2021-12-14 北京百度网讯科技有限公司 Device and method for acquiring power consumption of electronic equipment
CN113910294A (en) * 2021-09-24 2022-01-11 深圳优地科技有限公司 Robot electric quantity testing method and device, robot and storage medium

Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130290938A1 (en) * 2012-04-26 2013-10-31 Dor Nir Testing applications
CN104536888A (en) * 2014-12-24 2015-04-22 网易(杭州)网络有限公司 Game testing method and system for mobile devices
CN104915297A (en) * 2015-07-08 2015-09-16 上海斐讯数据通信技术有限公司 APP electricity consumption automatic test method for android device
CN105550101A (en) * 2015-12-02 2016-05-04 北京奇虎科技有限公司 Test method for application program, electronic device and system
CN106095666A (en) * 2016-06-02 2016-11-09 腾讯科技(深圳)有限公司 Game automated testing method and relevant apparatus
CN106371998A (en) * 2016-09-13 2017-02-01 网易(杭州)网络有限公司 Mobile application testing system and method
CN106597085A (en) * 2016-12-21 2017-04-26 珠海市魅族科技有限公司 Power consumption testing method, device and system
CN106708696A (en) * 2016-07-01 2017-05-24 腾讯科技(深圳)有限公司 Method and device for detecting power consumption of function in mobile terminal application program
CN106911826A (en) * 2015-12-23 2017-06-30 联芯科技有限公司 The automation power consumption test method and system of a kind of terminal
CN108052451A (en) * 2017-12-26 2018-05-18 网易(杭州)网络有限公司 Test method, system, test server, test terminal and storage medium
CN108153672A (en) * 2017-12-25 2018-06-12 苏州蜗牛数字科技股份有限公司 The automatization test system and test method of a kind of mobile application
CN108763097A (en) * 2018-06-06 2018-11-06 上海携程国际旅行社有限公司 Automated testing method, device, electronic equipment, storage medium

Patent Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130290938A1 (en) * 2012-04-26 2013-10-31 Dor Nir Testing applications
CN104536888A (en) * 2014-12-24 2015-04-22 网易(杭州)网络有限公司 Game testing method and system for mobile devices
CN104915297A (en) * 2015-07-08 2015-09-16 上海斐讯数据通信技术有限公司 APP electricity consumption automatic test method for android device
CN105550101A (en) * 2015-12-02 2016-05-04 北京奇虎科技有限公司 Test method for application program, electronic device and system
CN106911826A (en) * 2015-12-23 2017-06-30 联芯科技有限公司 The automation power consumption test method and system of a kind of terminal
CN106095666A (en) * 2016-06-02 2016-11-09 腾讯科技(深圳)有限公司 Game automated testing method and relevant apparatus
CN106708696A (en) * 2016-07-01 2017-05-24 腾讯科技(深圳)有限公司 Method and device for detecting power consumption of function in mobile terminal application program
CN106371998A (en) * 2016-09-13 2017-02-01 网易(杭州)网络有限公司 Mobile application testing system and method
CN106597085A (en) * 2016-12-21 2017-04-26 珠海市魅族科技有限公司 Power consumption testing method, device and system
CN108153672A (en) * 2017-12-25 2018-06-12 苏州蜗牛数字科技股份有限公司 The automatization test system and test method of a kind of mobile application
CN108052451A (en) * 2017-12-26 2018-05-18 网易(杭州)网络有限公司 Test method, system, test server, test terminal and storage medium
CN108763097A (en) * 2018-06-06 2018-11-06 上海携程国际旅行社有限公司 Automated testing method, device, electronic equipment, storage medium

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
腾讯SNG专项测试团队编著: "《Android移动性能实战》", 30 April 2017, 电子工业出版社 *
蒋新胜等: "基于USB接口的桩基无损检测系统", 《解放军理工大学学报(自然科学版)》 *

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110362470A (en) * 2019-05-28 2019-10-22 中国平安人寿保险股份有限公司 Test data collection method, device, electronic equipment and storage medium
CN110765002A (en) * 2019-09-19 2020-02-07 北京字节跳动网络技术有限公司 Method, device, medium and electronic equipment for obtaining operation behavior information
CN111426961A (en) * 2020-03-19 2020-07-17 昆山宣创电子有限公司 Method for testing fast charge and discharge performance of mobile power supply
CN112148544A (en) * 2020-10-20 2020-12-29 广东小天才科技有限公司 Terminal device testing method, smart watch and system
CN112148544B (en) * 2020-10-20 2023-02-24 广东小天才科技有限公司 Terminal device testing method, smart watch and system
CN113326191A (en) * 2021-05-27 2021-08-31 合肥移瑞通信技术有限公司 Current consumption testing method and device and storage medium
CN113326191B (en) * 2021-05-27 2023-05-16 合肥移瑞通信技术有限公司 Consumption flow test method, device and storage medium
CN113791951A (en) * 2021-09-15 2021-12-14 北京百度网讯科技有限公司 Device and method for acquiring power consumption of electronic equipment
CN113791951B (en) * 2021-09-15 2024-02-02 北京百度网讯科技有限公司 Electronic equipment power consumption acquisition device and method
CN113910294A (en) * 2021-09-24 2022-01-11 深圳优地科技有限公司 Robot electric quantity testing method and device, robot and storage medium

Similar Documents

Publication Publication Date Title
CN109697168A (en) Power consumption weight testing method and device, electronic equipment, storage medium
CN108804302B (en) Remote testing method, system and related equipment
CN108304758B (en) Face characteristic point tracking method and device
CN108763086A (en) Script method for recording, terminal and computer readable storage medium based on remote real machine
CN105579964B (en) Determine and show the mobile terminal and method of the electrical efficiency of application
TWI533241B (en) A method, servers and devices achieve artificial intelligence
US20170109206A1 (en) Task scheduling method, apparatus, and device
CN112333057B (en) Intelligent household equipment distribution network testing method and device, executive machine and storage medium
CN106971009A (en) Speech data library generating method and device, storage medium, electronic equipment
CN107480432B (en) Load decomposition method based on cloud platform
CN109359020A (en) Start time test method and device, computer installation and storage medium
CN111866160B (en) Multi-machine control method, device, equipment and storage medium
CN110554831B (en) Operation synchronization method, device, equipment and storage medium
CN109324857A (en) A kind of user guides implementation method, device and storage medium
CN105074690A (en) System and method for monitoring biometric data
CN113031591B (en) Exception handling method and device for material pushing robot, server and storage medium
CN102325159A (en) Virtual experimental platform offline application interaction system
CN110333874B (en) iOS system installation packet data acquisition method, device, equipment and medium
CN108009010A (en) The managing device of thin-client, system, method, electronic equipment, storage medium
CN112994980B (en) Time delay test method, device, electronic equipment and storage medium
CN105681175A (en) Method and device of modifying contact person head portrait in instant messaging application
CN109672721A (en) Pushing method for media files, device, server-side and computer readable storage medium
CN111818371A (en) Interactive video management method and related device
CN115134523B (en) Remote control method, remote control device, operation terminal, control device and storage medium
CN110149371A (en) Equipment connection method, device and terminal device

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
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20190430