CN106155990A - A kind of data process and the method for application continuum - Google Patents
A kind of data process and the method for application continuum Download PDFInfo
- Publication number
- CN106155990A CN106155990A CN201510206449.8A CN201510206449A CN106155990A CN 106155990 A CN106155990 A CN 106155990A CN 201510206449 A CN201510206449 A CN 201510206449A CN 106155990 A CN106155990 A CN 106155990A
- Authority
- CN
- China
- Prior art keywords
- data
- application
- accessory
- engine
- row
- 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
Links
Abstract
The invention discloses a kind of data to process and the method for application continuum, the method uses the definition format of uniform data unit, the form of definition data source, generates and loads accessory；Use the mode of What You See Is What You Get, generated the relevant extension accessory of application by the configuration of an application interface simultaneously, process accessory, application accessory；Processing routine reads loading accessory, extension accessory, process accessory respectively by loading engine, extension engine, process engine, prepares handling process.Load engine and read in external data, the data of normalized at process lower portion according to the configuration specified, process between process task and transmit.Application engine reads application accessory and forms function application.Application function reads data according to configuration and operation to normalization data storage.Application function carries out drilling analysis by configuring and operating to other or this application function.The development efficiency of data analysis application can be improved by the present invention.
Description
Technical field
The present invention relates to moving communicating field, particularly relate to a kind of data and process and the method for application continuum.
Background technology
Data analysis refers to that the great amount of firsthand data and the secondary data that carry out collection by suitable statistical method are analyzed, and in the hope of developing the function of data information substantially, plays the effect of data.The purpose of data analysis is that the information disappeared in large quantities of rambling data is concentrated, extracted and extract, the inherent law of object of study to find out.In use, data analysis can help people to judge, in order to takes appropriate action；In actual work, need data analysis series products, meet the needs of big data analysis.
During reality, owing to Data Analysis Services can have different demand in different time, object, environment, stage, from data analysis angles of product, the Rapid Variable Design of this demand have to be adapted to, meet the requirement of this change, and can realize presenting quickly exploitation and disposing from processing to.
Analysis product as big data, the process of data and storage can be configured by the most a lot of products, interface is presented and configures by the product also having, use the modes such as the figure of CS/BS, table, the result of data is presented, every time can a certain degree of minimizing development amount when of proposition demand；But for new functional requirement, also it is intended to perform a lot of developments, has the longest construction cycle.The ability of one outstanding data analysis product rapid response to customer's need to be had change.
The present invention provides a kind of data to process and the method for application continuum, the form of definition data source, makes data source load, store, show integration；By the mode of What You See Is What You Get, directly define the process display mode of data, make the process of data, result storage, result shows, call by result integrated.Only by the configuration of a configuration interface, the function with regard to realization process and interface display needs, and makes the workload that new demand is not developed, reduces the construction cycle to greatest extent, meets product and uses the changes in demand of client, it is achieved the ability of rapid response to customer's need change.
Summary of the invention
The invention discloses a kind of data to process and the method for application continuum, configuration only by a configuration interface, the information to New function with regard to realization process and interface display needs, reduce the construction cycle to greatest extent, meet product and use the changes in demand of client, it is achieved the ability of rapid response to customer's need change.
In order to achieve the above object, a kind of data process and the method for application continuum, including:
Step 1, uses the definition format of uniform data unit, the form of definition data source, generates and load accessory.
Step 2, uses the mode of What You See Is What You Get, is generated the relevant extension accessory of application by the configuration of an application interface simultaneously, processes accessory, application accessory.
Step 3, processing routine reads loading accessory, extension accessory, process accessory respectively by loading engine, extension engine, process engine, prepares handling process.
Step 4, loads engine and reads in external data, passes to process other parts of framework.
Step 5, the data of normalization definition according to the configuration specified at process lower portion, process between process task and transmit.
Step 6, loading tasks, extension task, process task are saved in normalization data storage the result generated.
Step 7, application engine reads application accessory and forms function application.
Step 8, application function reads data according to configuration and operation to normalization data storage.
Step 9, application function carries out drilling analysis by configuring and operating to other or this application function.
The development efficiency of data analysis application can be improved by the present invention.
A kind of data that the present invention provides process and the method for application continuum, the form of data source is defined, the metadata of definition data source describes, including information such as the title of data source field, title, type, length, measurement type, display type, store name, interpretation methods, by the definition to data source, make later process normalization, all consistent with the description of data source.
After data source definitions completes, the method using What You See Is What You Get, use the navigation position of interface definition interfaces simply and easily application, the display format of function interface, the digital independent structure of function interface, logic to data source analyzing and processing, resolved by interface and data processing engine, configuration to generating carries out instantiation, complete the process of data, storage, and directly at the functional entrance defined, call interface application function, it is achieved the statistical analysis to data.During definition, can strictly record the logic of data genaration, can generate statistical data in real time, it would however also be possible to employ mode afterwards, the provisional data to designated recorder collection carry out the generation of statistical data.The logic that statistical analysis interface can generate according to statistical data, the dimension of definition display and index, the fine granularity index analysis that carries out the most either automatically or manually drills through, according to generating logic accordingly, realize drilling through of related data source information, data source record as display, it is also possible to the process of the correlation statistical analysis being defined and presenting.
By means of the invention it is possible to provide quick, a data analysis product for stable response changes in demand.
Accompanying drawing illustrates:
Fig. 1 is the structure chart that a kind of data of the present invention process the embodiment of the method 1 with application continuum；
Fig. 2 is the functional realiey figure that a kind of data of the present invention process the embodiment of the method 1 with application continuum；
Fig. 3 is the configuration association figure that a kind of data of the present invention process the embodiment of the method 1 with application continuum；
Fig. 4 is the structure chart that a kind of data of the present invention process the embodiment of the method 2 with application continuum；
Detailed description of the invention
Below by drawings and Examples, technical scheme is described in further detail.
Term defines:
| Term | Explanation |
| Descriptive item | One group of information that certain object is described |
| Data cell | Internal system data field |
| Information unit | The descriptive item of internal system field |
| Base unit | The description information of the descriptive item of internal system field |
| Process framework | Processing manager, management loads, extends, processes, storage etc. |
| Application framework | Interface management program, management configuration, function, filters, drills through |
| Engine | Engine is responsible for reading accessory and is formed example |
| Load engine | It is responsible for the engine that data source loads |
| Extension engine | It is responsible for engine data changed and extends |
| Process engine | It is responsible for engine data added up, converges |
| Application engine | It is responsible for result is presented the engine of analysis |
| Accessory | Interface generates the file generating example for engine calling |
| Process task | Load, extend, process the example formed after engine reads accessory |
| Application function | The example that application engine is formed after reading application accessory, is used for analyzing |
| TU task unit | Load, extend, process the descriptive item of the control unit of accessory |
| Functional unit | The descriptive item of the control unit of application accessory |
| Filter | The condition of setting is checked and analyzes the result set specified |
| Drill through | Information to display carries out the analysis of more detailed information |
| Dimension | In statistical disposition, for the field as Key row |
| Index | In statistical disposition, calculated result field |
The invention provides a kind of data to process and the method for application continuum, Fig. 1 is the flow chart of the inventive method embodiment 1, including:
Step 1, uses the definition format of uniform data unit, the form of definition data source, generates and load accessory.
Data cell is the information definition of a data field in system, and system can be loaded into data in system by the adaptable interface of data source；Data source can pass through the various ways such as file, data base, SNMP, FTP, XML, Web Service, the information such as disposition data source title, IP address, interface mode, net element information, segmentation form, data cycle can be passed through, it is achieved the reading to data source information.For the information read in, need to be defined by unified data form, to realize the unified management in later stage.
One data source is made up of several data cells, and the information unit of data cell includes:
| Information unit | Explanation | Remarks |
| Title | Unique mark in data source, memonic symbol | Meet programming definition |
| Title | The character string of field display | Can arbitrarily define |
| Store name | The name that normalization storage uses | Can be identical with name |
| Information type | The data type of information unit, int or string etc. | |
| Message length | The length of character string | |
| Visible | Field is the most visible | |
| May filter that | Whether field can filter | |
| Default value | The default value of field is how many |
| Unit | The result of field to process after unit | |
| Switch signs | It is used for the mark (internal indicator use) carrying out changing | Can not revise |
| Maximum | The maximum of field | |
| Minima | The minima of field | |
| Display type | The display type of field, such as time, IP address etc. | Coordinate and format |
| Format | For showing the format string of information | Conform generally to .net |
| Translation type | Interface display information and the conversion method of data message | Table, database |
| Transitional information | The information changed is carried out for auxiliary | Table name, class are automatic |
| Measurement type | If be used for reprocessing, the process type of this field | |
| Process type | This field process type in this task | Such as Key, Count |
| Source arranges | Calculate introducing row (molecule row) of row | |
| Group row | Calculate packet row (denominator row) of row | |
| Packet condition | Calculate the packet condition of row | |
| Percentage ratio negates | Whether percentage ratio carries out inversion operation | 100%-result |
| Variance arranges | For calculating the row of variance | |
| Call Condition | Data genaration and the logical condition called | |
| Thresholding selects | The monitoring thresholding that field selects | |
| Threshold condition | Determine the condition performing monitoring thresholding |
Being uniformly processed of system for convenience, it is possible to use default rule define the title of system, such as src_ip be address for the purpose of source address, dst_ip, calling be caller, called be called, service_type be type of service etc..
Static configuration data within simultaneity factor, such as service_type (type of service) definition, ip address name translation table etc. all etc. are all data source accessory in system, can be completed by interface configurations or import, it is also possible to be obtained by other system by intersystem interface by the way of data source configures.
By step 1, generate all data sources in interface, data configuration, the loading accessory shown including information.
Step 2, uses the mode of What You See Is What You Get, is generated the relevant extension accessory of application by the configuration of an application interface simultaneously, processes accessory, application accessory.
In the configuration interface of application, select the navigation position of newly configured application, the display information such as the title of defined function, title, icon, then defines data source (can be multiple), processes the parameters such as type, treatment conditions, measurement period, and entrance processes the interface of configuration.
Processing configuration interface is the configuration interface of What You See Is What You Get, statistics dimension including interface arranges and index arranges, general and data source the row of statistics dimension row are equal, index row are typically made up of information such as design conditions, computational methods, calculating source row, as compound index, typically being made up of the internal indicator of other 2 or multiple present treatment, such as success rate etc., concrete collocation method has a detailed description in figs. 2 and 3.
Application interface configuration is by step 2, and the data that generation system docking receives carry out processing needs the extension accessory used, process accessory, and the application accessory required for generation interface display simultaneously, every kind of accessory all can have the most concrete accessory.
Step 3, processing routine reads loading accessory, extension accessory, process accessory respectively by loading engine, extension engine, process engine, prepares handling process.
Processing routine can on startup or use the mechanism such as timing, event triggering, to loading engine, extension engine, processing engine and carry out the reading of corresponding accessory, each accessory forms one by the loading of engine and processes task, process task is according to the configuration of accessory, determine its data source, each task can specify multiple data source, is realized to process the task mesh data flow control as node by such configuration, is the relation of multi-to-multi between process task.
Step 4, loads engine and reads in external data, passes to process other parts of framework.
Load engine and read in loading accessory by loading the processing unit of accessory, form several loading tasks, external data or static data all by loading engine management.Data source can pass through the various ways such as file, data base, SNMP, FTP, XML, Web Service, the information such as disposition data source title, IP address, interface mode, net element information, segmentation form, reading cycle can be passed through, it is achieved the reading to data source information.
Data can resolve according to data cell after reading in, and forms the normalization data form of internal system Unified Form, passes to process other parts of framework.
Step 5, the data of normalization definition according to the configuration specified at process lower portion, process between process task and transmit.
The data of normalized can be transmitted mutually between process task, and after process task receives data, a process task can receive multiple data source；Process task processes according to the process logic set in accessory, generates result after having processed, and result is also normalized data, according to the configuration specified, gives next group process task and continues with.
The data exchange that process task is shown in can use various ways, it it is the most directly memory data structure, message queue, Socket, file, database can also be used, system passes through normalization data structure, definition data realize the general encoding and decoding adaptable interface of various mode, write and read data, it is achieved the transmission of data.
Step 6, loading tasks, extension task, process task are saved in normalization data storage the result generated.
For loading tasks, extension task, processing the normalization data that task generates, need to be saved in normalization data storage and preserve, the analysis for interface application uses.Normalization storage can use the multiple technologies such as data base, file, HADOOP, data warehouse, and system passes through normalization data structure, the encoding and decoding interface of definition data storage, it is achieved storage and loading data, it is achieved the analysis application of system.
Step 7, application engine reads application accessory and forms function application.
Triggered by user operation or intervalometer, application function is called at interface or server.Application function is generally application framework and is managed, application engine read application accessory according to functional unit and generate, and application function includes single application and Application of composite；For the result set of single application, it is mainly tables of data, has multiple ways of presentation, figure, table, Cause and Effect matrix, precedence diagram etc. for result set.Application of composite can be made up of the interface combinations of multiple single applications, it is also possible to by presenting that the data source of multiple single applications carries out unifying.
By the configuration of What You See Is What You Get in accessory, obtain the title of function, title, type etc. from functional unit, obtain the field information of data result collection simultaneously from accessory, build figure, the display information of table.According to the setting of user, determine display pattern and the layout at interface, can be according to the user name record user final state to this function after function exits, lower subfunction carries out the loading of state automatically after entering.
Step 8, application function reads data according to configuration and operation to normalization data storage.
Application function is according to the description in application accessory, obtain title and the structural information of associated processing outcomes, and obtain normalization data storage information to be read, different reading, write interface is called according to the type of normalization data storage, the condition arranged according to interface or the information such as sequence, record number, read corresponding data to normalization data storage.
General data set mainly has dimension and index two types, after the good dimension of interface definition, dimension row are carried out convergence processing from data analysis angle, the place's reason two-stage converged completes, the first order is the convergence of normalization data storage, the group by etc. of such as data base, the second level is the general convergence of the program on interface.Index includes single index and composite index, and the data row that single index is typically directly stored by normalization data converge to calculate and generate, mostly based on sum；Composite index is calculated by multiple index row logics and generates, interface be finally sequentially completed logical calculated action.Process is formatted after the special handling such as unit, MoS is had to an interface other have processed in data.User can interface select required for index and dimension.
Step 9, application function carries out drilling analysis by configuring and operating to other or this application function.
The data that interface function analysis is obtained, the such as frequency of failure, success rate, a number of failure cause etc., these numerical value needs are further analyzed or primary data information (pdi) is checked, can be according to the process flow graph of data in application accessory, point to application function at different levels, other any application that this application is called can be defined simultaneously；Owing to can define the dimension needing observation analysis, application function can continue through the dimension selecting do not occur to carry out fine granularity to self application function and calls.The source address that the most current interface selects is added up, so can also deeply call analysis according to time dimension to what certain row data target (index of certain source address) continued, see this source address according to specify time granularity last index situation.
Drilling through of data is that the type that the filtercondition attribute by full Field Sanitization and field coordinates realization, full word section to be filtered through data cell realizes filtering.The filter of system includes time filter, character string filter, digital filter, formatting filter, list filter, position filter etc..
Time in filtration be must band field, operate for convenience, the temporal filtering condition of the overall situation can be set, be defined as unified filter, after global conditions is arranged, can come into force in all functions；Global conditions include previous hour, previous whole time, today, yesterday, this week, this month, self-defined, filter etc.；When selecting self-defined, it is set by hand the beginning and ending time；When selecting filter, the time filter of each function oneself comes into force.
Between multiple filtering items of filter interior be with relation, the condition between different filters can be set to as requested with or or relation, but the condition of time started is a special case, all the time the result with other conditions be with relation.
In order to process conveniently, system also defines the general conditions that some are internal, such as number condition, is also unified filter；Can map directly to calling number, called number, IMSI, roaming number, these conditions of source called number are gone, and improve filter efficiency, these conditions be the most automatically or relation.System, also by system filters, arranges general filtercondition, such as community, LAC etc., can choose whether, with system filters, to improve analysis efficiency in function interface.
The function that filter support imports, derives and preserve, function needs to remember the condition of filter after exiting, in order to next time enters and makes recovery environment.
Drill-action realizes mainly by these 2 information of filtercondition of full word section strobe utility and field, after user selects designating unit lattice, can select to drill through function and direction by the mode of double-click or right button；Double-click be generally directed to acquiescence drill through function.The cell specified includes field value and the filtercondition of cell field that one's own profession dimension arranges, and drilling operation can pass to function to be called the condition in the filter of this function, the field value of one's own profession dimension row, the filtercondition of cell field information, the information such as value of cell packet row；Invoked function can be mated according to the parameter being transmitted through, and matches in the field of this function, arranges and carries out filtercondition setting in filter, it is achieved the extraction of corresponding data, completes to drill through.Carry out drilling through information transmission coupling by full word section filter and the filtercondition of data cell, dimension column data value, it is achieved data deeply drill through.
By step 1-9, a kind of data are provided to process and the method for application continuum, present by configuring directly management application and apply the process of data, set-up procedure, by the drilling analysis of the direct management application function of full Field Sanitization and configuration information, improve the ability of the quick customization of data analysis product.
The invention provides a kind of data to process and the method for application continuum, Fig. 2 is the functional realiey figure of the inventive method embodiment 1；By the description of the functional realiey principle to a functional requirement, further illustrate this method.
Step 1, by the configuration to an application, if generating 1 navigation accessory, 1 application accessory dry-cure accessory.
When one functional requirement is configured, the appointment position of feature navigator increases node, the display information such as the title of defined function, title, icon, then define data source (can be multiple), process the parameters such as type, treatment conditions, measurement period, entrance processes the interface of configuration, and form and the method at interface have a detailed description at Fig. 3.
Configuration interface preserve after, can generate one navigation accessory, one application accessory, several process accessory.Navigation accessory, for defining the position of navigation, is that navigation accessory is carried out information increase at configuration interface, increases the call entry of function on navigation accessory；System can provide special navigation management interface, provides multiple spot to call same function.Configuration interface generates a unique application accessory, is used for generating application function, and an accessory can be made up of one group of file.System offer processes the ability that task is application multiplexing, the mode that employing task is specified, function is specified, and existing configuration is comprised definition, so can reduce system loading, and also reduce the pressure of storage.
For the interface of configuration, in order to provide enough customization capability, system provides base unit, is described information unit and manages, thus realizes configuration interface customized management, and base unit is to the description of each information unit includes following field:
| Type of foundation | Explanation | Remarks |
| Title | The title of information field | Can not revise |
| Classification | Information block is defined for the ease of management | |
| Title | The configuration of information field shows | |
| Describe | The description and interpretation of information field | |
| Activate | Whether information field can be revised | |
| Visible | Whether information field can be seen | |
| Type | Icon, file, table, threshold value etc. can be defined as | |
| Father's attribute | Father field belonging to field, it is simple to management | |
| Table selects | If type selecting is table, select concrete table name | Drop-down list |
| Only choosing | Whether drop-down list can only select, and still can edit | |
| Free | The option whether drop-down list has time | |
| File filter | When type is file, it is intended that the filtercondition of file |
System provides base unit configuration to configure the cell location at interface further, it is achieved the configuration of whole display information of display interface.
Step 2, application framework reads navigation accessory, sets up primary application program.Primary application program sets up application navigation according to navigation accessory, when user's click function is applied (or in the case of intervalometer triggers), application framework passes through step 3, perform application engine, pass to his functional unit information, application engine reads application accessory by step 4 according to functional unit information, then sets up function by step 5 and applies, and the content of functional unit information, application accessory information is presented on interface；Obtain the title of function, title, type etc. from functional unit, obtain the field information of data result collection simultaneously from accessory, build figure, the display information of table.According to the setting of user, determine display pattern and the layout at interface, can be according to the user name record user final state to this function after function exits, lower subfunction carries out the loading of state automatically after entering.Step 6, processing engine when processing framework and starting (or in the case of intervalometer triggers), reading processes accessory, then generates several tasks by step 7, each task, according to respective process accessory, obtains data from corresponding data source or task and processes；The result processed is entered in the respective table of normalization data storage by step 8.Application function reads relevant data in being stored by step 9 to normalization data when carrying out digital independent and analyzing, and the result carrying out interface presents, and is analyzed for user.
The invention provides a kind of data to process and the method for application continuum, Fig. 3 is the configuration association figure of the inventive method embodiment 1；By the description of the configuration association principle to a functional requirement, further illustrate this method.
Fig. 3 is made up of 3 tables:
Table 1 is that data source describes table, the relevant field of example arrangement and the main information of field are the most only described, such as one call record, mainly it is made up of information such as time started, community, calling and called, result, error code, call loss, the duration of calls, in the configuration of data source, carry out the increase of data item by increasing row；At application function configuration interface, this is as referenced items, is typically selected by drop-down list.In application configuration interface, the main field used is title, title, data type, measurement type, explanation etc..
Table 2 is configuration interface sample, and first is classified as prompting row, and the information that definition each column is to be configured is title, title, calculating type, static fields, molecule row, denominator row, filtercondition, computing formula etc..Configuration is arranged by increase, deletion arranges, revise content controls the display content at interface, and the layout of configuration interface is consistent with the row of display interface, it is achieved What You See Is What You Get.The content defined on configuration interface all can assignment in the corresponding informance field of the data cell of New function, including title, title, molecule row, denominator row, filtercondition, computing formula etc., can be saved in process accessory, application accessory simultaneously.
Table 3 is the continuous of configuration interface sample, and owing to wide cut display limits, row below are put into next table.
Step 1, fills in configuration row static fields；
The appointment source data row of configuration row are arranged in the static fields of row, configuration row can show direct relation with source data, but being count as measurement type, general discord source data shows direct relation, and step 1 is directly set to begin_time the static fields of first row.
Step 2, arranges other fields to configuration and fills in, the management of time started field；
If being provided with static fields, can directly the information such as title, title, calculating type arranges from source field title, title, measurement type duplication come.Begin_time, time started, Key are copied directly to above first row go.Other community, call duration, result etc. arrange the most according to this method, can modify with column information after duplication, and the title such as arranged the 6th changes call_lens into, title changes call section into, calculate type changes segment into.
Time started is classified as the row decided at the higher level but not officially announced of system, has this specified configuration arranged in each process, it is possible to fixes in configuration interface and adds this row, and can not revise and delete.
Step 3, configuration and the explanation to Key row；
Calculate type and be key represents it is dimension row, be responsible for the row carrying out adding up.The key of data source is arranged and is automatically added in configuration interface as configuration row.Can set measurement type as key in data source arranges, automatically corresponding row be read to come in when application configuration initial creation, be set to dimension and arrange, title, title, calculating type all define；These dimensions row can be deleted and revise, and can increase other is classified as dimension row, needs to be set to key calculating type.Dimension is listed in application function interface and can choose whether display, according to the dimension row occurred, automatically to carry out convergence processing at interface.
Step 4, the configuration that count and per is calculated and explanation；
Count is classified as calculating row, and after representing to come a source record, if eligible, corresponding field adds 1；Such as sums field, represents to come that any record all adds 1；And suss field adds 1 when representing to come the record of result==1, thus generates total degree and 2 fields of number of success.
Per is classified as compound row, is expressed as percentage ratio row, after arranging divided by denominator with molecule, shows in the way of percentage ratio.Such as suss_per, it is simply that success rate arranges, the value obtained with suss/sums, after the calculating of compound row typically has interface to read result, calculates after finally having converged again.
Step 5, the configuration that group is calculated and explanation；
Group (packet extension) row can be defined when configuration, here cause is defined as extension columns, represent that cause shows value as cause ＞ 0, this is to cause row assignment, sub-row can be generated according to this value, the sub-row of each value one, corresponding son row are number of times or the ratios of this value appearance.Such as in actual interface, it may appear that cause=1,2, the row of the value of n, the value of this row of often going represents correspondence dimension and number of times or the ratio of this cause occurs.Thus realize the contrast of different mistake easily.Group (packet extension) row are provided, dynamic load row after the control shown and process are compared analysis.
Step 6, the configuration that segment is calculated and explanation；
Segment (interval extension) row can be defined when configuration, here call_lens is defined as the interval extension row with call_len as calculated field, when can use at interface after having defined, the distributed area of Manual definition call_lens, such as 0-10 second, 10-30 second, 30-60 second, 60-180 second, 180 seconds are with 5 intervals such as upper, then for processing and interface display carries out statistics and analysis according to these 5 intervals exactly automatically.
Step 7,8, to length calculate configuration and explanation；
Length (calculate and extend) row can be defined when configuration, here call_len is defined as duration extension columns, other 5 row, call_len0-5 after having defined, can be automatically generated, if deleting call_len row, then this 5 row unification deletes；All of sub-row are come into force by the filtercondition call_len ＞ 0 arranged for call_len row simultaneously；These 5 son row are respectively as follows:
Time total, duration (call_len0), carries out accumulation calculating to call_len；
Total degree (call_len1), carries out accumulative metering to call_len；
Average duration (call_len2), for compound row, uses div (division), and call_len0 is divided by call_len1；
Maximum duration (call_len3), calculates the maximum of call_len；
Minimum duration (call_len4), calculates the minima of call_len；
The unified of 5 points of indexs of one index is customized by so length the most simultaneously.Length (calculating extension) row are provided, automatically carry out sum, metering, average, maximum, minimum of computation to specifying row.Other the calculating such as mean square deviation can also be added in actual applications, improve analysis efficiency.
In the configuration of data, the row of generation after configuring loading by the way of What You See Is What You Get, can be recalculated, if such as in the data source definitions of this function, the row being classified as ci_cause can be re-defined, work as ci=0, during cause=0, ci_cause=1；As ci ＞ 0, cause=0, ci_cause=2；When working as ci=0, cause ＞ 0, ci_cause=3；As ci ＞ 0, during cause ＞ 0, ci_cause=4；Last data more all calculate and load end settles accounts.
So by step 1-8, it is achieved the application configuration to the What You See Is What You Get of certain application demand, thus realize the unified collocation of program, disposably configured generation navigation accessory, application accessory by interface, process accessory.
The invention provides a kind of data to process and the method for application continuum, Fig. 4 is the structure chart of the inventive method embodiment 2.
Can dispose the analyzing subsystem of 3 kinds of application in actual product, 3 analyzing subsystems, according to handling characteristics, are used for carrying out different types of application direction, thus realize the perfect combination of whole product.Management system is long-term fixing demand, it is generally required to be just changed and update for a long time, it is desirable to stable, change is slow；Analytical tool requires Rapid Variable Design, it is desirable to can realize the analysis requirement to new task in very short time；Intellectual analysis uses artificial analysis method, to part sample data or overall data, uses automatic mode to find new analysis directions or analysis method.
Step 1, data source gives management system and analytical tool, management system and analytical tool identical data.
Management system and analytical tool receive identical data source simultaneously, process data, and the process function of analytical tool wants new and management system.
Step 2, intellectual analysis is from data sources data.
The data of intellectual analysis can obtain from data source, it is also possible to obtains from the normalization of management system or analytical tool stores, and typically can pay the utmost attention to analytical tool, and such a is to reduce processing equipment, the most also can ensure that the content analyzed is that comparison is new.
Step 3, can only analyze and obtain data from management system and analytical tool.
Step 4, analytical tool, according to the artificial rule found, controls method and path that intellectual analysis is preferentially analyzed.
During manual analysis, it is intended that the priority of data field, such as cause value, result, numbers of calling and called parties, the duration of call, success rate etc., during to the analysis of intellectual analysis, its priority can be specified, the order of key, the simultaneously path of designated analysis are set.Intellectual analysis can coordinate threshold alarm to carry out deep location, it is intended that improves analysis efficiency after analysis path.
Step 5, intellectual analysis is supplied to analytical tool the result analyzed, facilitates the analysis of analytical tool to use.
Step 6, in analytical tool, after New function is stably shaped, periodically joins in management system, is managed examination or other uses of system.
The intellectual analysis of whole product is realized and problem that demand quickly updates, manages multiple links such as system stability renewal by step 1-6.Dispose and consolidation system ability according to management system, analytical tool, intellectual analysis, it is provided that the total solution of an outstanding data analysis product.
The above is only the preferred embodiment of the present invention; it it is noted that corresponding those skilled in the art carry out book, under the premise without departing from the principles of the invention; can also make some improvement, optimize and retouch, these also should be regarded as in protection scope of the present invention.
Claims (10)
1. data process and a method for application continuum, wherein, and including:
Step 1, uses the definition format of uniform data unit, the form of definition data source, generates and load accessory.
Step 2, uses the mode of What You See Is What You Get, is generated the extension that application is relevant by the configuration of an application interface simultaneously
Accessory, process accessory, application accessory.
Step 3, processing routine by load engine, extension engine, process engine respectively read loading accessory, extension accessory,
Process accessory, prepare handling process.
Step 4, loads engine and reads in external data, passes to process other parts of framework.
Step 5, normalization definition data process lower portion according to the configuration specified, between process task process and
Transmission.
Step 6, loading tasks, extension task, process task are saved in normalization data storage the result generated.
Step 7, application engine reads application accessory and forms function application.
Step 8, application function reads data according to configuration and operation to normalization data storage.
Step 9, application function carries out drilling analysis by configuring and operating to other or this application function.
The development efficiency of data analysis application can be improved by the present invention.
2. processing according to a kind of data described in claim 1 and the method for application continuum, interface disposably configures generation navigation
Accessory, application accessory, process accessory.
3. process according to a kind of data described in claim 1 and the method for application continuum, by full word section filter and data
The filtercondition of unit, dimension column data value carry out drilling through information transmission coupling, it is achieved data deeply drill through.
4. process according to a kind of data described in claim 2 and the method for application continuum, process engine reading and process accessory
Process task generation data result supplies the application function of application engine reading application accessory and carries out data analysis.
5. process according to a kind of data described in claim 2 and the method for application continuum, it is provided that Group (packet extension)
Dynamic load row after the control of display and process are compared analysis by row.
6. process according to a kind of data described in claim 2 and the method for application continuum, it is provided that Length (calculates extension)
Row, carry out sum, metering, average, maximum, minimum of computation automatically to specifying row.
7. process according to a kind of data described in claim 2 and the method for application continuum, in the configuration of data, Ke Yitong
Cross the row recalculating generation after the mode of What You See Is What You Get configures loading.
8. process according to a kind of data described in claim 1 and the method for application continuum, it is provided that base unit configures interface
Cell location configure further.
9. process and the method for application continuum according to a kind of data described in claim 1, according to management system, analytical tool,
Intellectual analysis is disposed and consolidation system ability.
10. process according to a kind of data described in claim 2 and the method for application continuum, it is provided that time, number were unified
Filter and system filters.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510206449.8A CN106155990A (en) | 2015-04-28 | 2015-04-28 | A kind of data process and the method for application continuum |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510206449.8A CN106155990A (en) | 2015-04-28 | 2015-04-28 | A kind of data process and the method for application continuum |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN106155990A true CN106155990A (en) | 2016-11-23 |
Family
ID=57347971
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510206449.8A Pending CN106155990A (en) | 2015-04-28 | 2015-04-28 | A kind of data process and the method for application continuum |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106155990A (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109359145A (en) * | 2018-09-12 | 2019-02-19 | 国云科技股份有限公司 | A kind of standardization processing method of Suresh Kumar data |
| CN110765782A (en) * | 2019-10-29 | 2020-02-07 | 深圳前海环融联易信息科技服务有限公司 | Key value-based field translation method and device, computer equipment and storage medium |
| WO2022152027A1 (en) * | 2021-01-14 | 2022-07-21 | 华为技术有限公司 | Management and control method for data analysis apparatus, and communication apparatus |
-
2015
- 2015-04-28 CN CN201510206449.8A patent/CN106155990A/en active Pending
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109359145A (en) * | 2018-09-12 | 2019-02-19 | 国云科技股份有限公司 | A kind of standardization processing method of Suresh Kumar data |
| CN110765782A (en) * | 2019-10-29 | 2020-02-07 | 深圳前海环融联易信息科技服务有限公司 | Key value-based field translation method and device, computer equipment and storage medium |
| CN110765782B (en) * | 2019-10-29 | 2023-11-03 | 深圳前海环融联易信息科技服务有限公司 | Key value-based field translation method, device, computer equipment and storage medium |
| WO2022152027A1 (en) * | 2021-01-14 | 2022-07-21 | 华为技术有限公司 | Management and control method for data analysis apparatus, and communication apparatus |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN102508706B (en) | Multi-source data integrating platform and establishing method thereof | |
| US9811233B2 (en) | Building applications for configuring processes | |
| US9377936B2 (en) | Framework for automated storage processes and flexible workflow | |
| US10922636B2 (en) | Display control system and method for controlling a display of project management objects | |
| CN103020158A (en) | Report form creation method, device and system | |
| CN109726216A (en) | A kind of data processing method and processing system based on directed acyclic graph | |
| CN106776995B (en) | Structured data tree-form acquisition method based on model-driven architecture | |
| CN103150165A (en) | Frame and method for building outdoor data acquisition program | |
| CN104679519A (en) | Method and device for acquiring functions of graphic user interface software | |
| KR20130110610A (en) | Method of constructing database, server performing the same and storage media storing the same | |
| CN104731588A (en) | Page layout file generation method and device | |
| CN112632136A (en) | Data statistical analysis method and device, electronic equipment and storage medium | |
| CN106155990A (en) | A kind of data process and the method for application continuum | |
| CN114185874A (en) | Big data based modeling method and device, development framework and equipment | |
| Al-Hawari | Software design patterns for data management features in web-based information systems | |
| CN114185750A (en) | Process monitoring method, device, equipment and storage medium | |
| CN109189468B (en) | Examination and approval data source configuration access and XML mapping configuration system | |
| CN115543428A (en) | Simulated data generation method and device based on strategy template | |
| CN114281797A (en) | Method for quickly creating basic level data aggregation warehouse based on agile low-code platform | |
| CN111984680B (en) | Method and system for realizing materialized view performance optimization based on Hive partition table | |
| CN104660697B (en) | Based on Kepler scientific workflow Sensor Network service combining methods | |
| CN112699155A (en) | Data screening method and device | |
| CN112365226A (en) | Software service business management system | |
| CN117033420B (en) | Visual display method and device for entity data under same concept of knowledge graph | |
| CN114253542B (en) | Triggering and running method based on visual trigger and computer storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| DD01 | Delivery of document by public notice |
Addressee: Beijing Yanqiang Communication Technology Co., Ltd. Document name: Notification that Application Deemed to be Withdrawn |
|
| DD01 | Delivery of document by public notice | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20161123 |
|
| WD01 | Invention patent application deemed withdrawn after publication |