CN114936242B - Data report customization application system - Google Patents
Data report customization application system Download PDFInfo
- Publication number
- CN114936242B CN114936242B CN202210855936.7A CN202210855936A CN114936242B CN 114936242 B CN114936242 B CN 114936242B CN 202210855936 A CN202210855936 A CN 202210855936A CN 114936242 B CN114936242 B CN 114936242B
- Authority
- CN
- China
- Prior art keywords
- report
- data
- module
- analysis
- business
- 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.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/174—Form filling; Merging
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
- G06F40/18—Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheets
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P80/00—Climate change mitigation technologies for sector-wide applications
- Y02P80/10—Efficient use of energy, e.g. using compressed air or pressurized fluid as energy carrier
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Audiology, Speech & Language Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a data report customization application system, which comprises a conventional report module, a self-defined report module, a report subscription module, a business configuration report module, a business analysis report module and a data application report module, and is characterized in that the conventional report module provides a basic analysis report for analysis and data display, downloading and subscription; the self-defined report module stores self-defined report information generated by the business configuration report module, the business analysis report module and the data application report module; the report subscription module is used for subscribing a conventional report and a custom report; the business configuration report module is used for providing calculation of a self-defined report and adding a data model; the business analysis report module comprises data binding level selection, multiple calculation methods corresponding to business report data, data chart display and data sliding window interval selection; and the data application report module provides two report customization modes of a conventional analysis report and a comparative analysis report.
Description
Technical Field
The invention relates to the field of big data processing, in particular to a data report customization application system.
Background
With the development of computer and network technologies, a traditional reporting system is generally single in function and fixed in format, if a user wants to acquire the computing capacity of other services, the user can only resubmit the requirements through development and then perform code development, the waiting time is long, the reporting requirements of an enterprise cannot be quickly responded, the flexible and variable enterprise services cannot be adapted, the traditional reporting system only provides a conventional reporting function, the computing mode of data is single, and the multi-dimensional analysis requirements of the user cannot be met. The system performance is low, the technical implementation mode still remains in the data query and display, and the real-time performance requirement of report calculation on a large amount of data in the current big data era cannot be met. Usually, only report viewing is provided, and functions of exporting, subscribing, report pushing and the like are not provided.
Therefore, the development and the consideration of the requirement of the traditional report form are both considered, the self-defined report form development capability is provided, and a data report form customization application system which supports the enterprise multi-dimensional, multi-level and multi-scenario report form customization mode is constructed in a zero-code mode is very necessary.
Disclosure of Invention
In order to overcome the defects of the prior art, the invention aims to provide the data report customization application system which is flexible in response, accurate and efficient in report, and the aim of customizing the enterprise multi-dimensional, multi-level and multi-scenario reports is fulfilled through abundant report display capacity, attractive graphic reports, interactive reports, supporting a plurality of charts such as broken line graphs, column graphs, energy flow graphs and the like, customizing the reports freely, customizing asset templates, custom report formats and exporting modes.
The invention is realized by the following technical scheme: a data report customization application system comprises a conventional report module, a self-defined report module, a report subscription module, a business configuration report module, a business analysis report module and a data application report module, wherein the conventional report module provides a basic analysis report which is used for report analysis, report data display and report data downloading and subscription; the self-defined report module is used for storing self-defined report information generated by the business configuration report module, the business analysis report module and the data application report module; the report subscription module is used for subscribing a conventional report and a custom report; the business configuration report module is used for providing calculation of a self-defined report and adding a data model of a corresponding area; the business analysis report module comprises data binding level selection, multiple calculation methods corresponding to business report data, data chart display and data sliding window interval selection; and the data application report module provides two report customization modes of a conventional analysis report and a comparative analysis report.
Furthermore, the data of the conventional report module comprises single equipment point location, single equipment energy consumption, multi-load energy consumption, energy consumption homocyclic ratio, peak-to-valley electricity charge, recovery rate, yield and unit energy consumption.
Furthermore, the conventional report module generates different report contents according to the selected asset information and the statistical mode, can check reports and statistical graphs on an interface, and supports downloading and storing the query contents.
Further, the service configuration report module defines the required service configuration information according to the requirement, and the specific steps are as follows, step S1: defining a business name and a project analysis type, and S2: selecting items required by the demand association equipment, and step S3: and establishing a relation between service levels, a data driving model and equipment information bound at the corresponding nodes according to requirements.
Further, the business analysis report module includes a loop analysis unit and a subentry analysis unit, the loop analysis unit provides and checks point location relationship information between loops, the subentry analysis unit performs relationship analysis between point location data and business levels according to a configuration model configured by a business, the business analysis supports point location selection, the business level selection performs analysis, different point locations correspond to different diagrams and formula selections, and the selection of time intervals and dates of the configuration analysis performs analysis.
Furthermore, the selection of the chart supported by the business analysis report module comprises a line chart, a bar chart, a pie chart and an energy flow chart, the selection of the supported formula comprises an arithmetic mean value, a harmonic mean value, a maximum value, a minimum value, a variance, a range, a standard deviation and a median, and the support time interval comprises seconds, minutes, hours, days and months.
Furthermore, the data application report module is used for the comparative analysis and the conventional analysis of the conventional point location, and provides an analysis mode, a statistical mode, a time interval, a display mode, time, a project type, and selection information of an equipment type, a hierarchy, an asset attribute and an equipment icon.
Furthermore, the custom report module is used for managing the service data information stored by the conventional report module, the service analysis report module and the data application report module, supporting the rapid query of the stored service configuration data information, and clicking an editing button on the list to jump to the corresponding module to edit the service content of the custom report.
Furthermore, the report subscription module supports report subscription record management and historical report and report auditing, directly customizes a conventional report or customizes custom report information according to needs, and regularly generates corresponding report information according to a report subscription period.
Compared with the prior art, the invention can achieve the following beneficial effects:
the data report customization application system achieves the purposes that the system has the capability of self-defining report development and builds the report customization supporting enterprise multi-dimension, multi-level and multi-scenario in a zero-code mode through the cooperative operation among the conventional report module, the self-defining report module, the report subscription module, the business configuration report module, the business analysis report module and the data application report module.
Drawings
FIG. 1 is a schematic diagram of a data report customization application system according to the present invention.
Detailed Description
The present invention will be further described with reference to the accompanying drawings and the detailed description, and it should be noted that any combination of the embodiments or technical features described below can be used to form a new embodiment without conflict.
As shown in fig. 1, an embodiment of the present invention discloses a flowchart of a datagram table customization application system. The embodiment provides an application system for customizing a data report, which is suitable for performing efficient vehicle congestion management and realizing efficient data processing, and is particularly applied to a recruitment information matching system comprising terminal equipment, a network and a server, wherein the network is a medium for directly providing a communication link between the terminal equipment and the server and can comprise various connection types, such as a wired communication link, a wireless communication link or an optical fiber cable; the operating system on the terminal device may include an iPhone operating system (iOS system), an android system, or another operating system, and the terminal device is connected to the server through a network to perform an interaction, so as to perform operations such as receiving or sending data, and may specifically be various electronic devices having a display screen and supporting web browsing, including but not limited to a smart phone, a tablet computer, a portable computer, a desktop server, and the like. The embodiment can be suitable for the condition of enterprise application data analysis service, realizes enterprise data analysis decision, helps enterprises to better apply data and process data service, and plays a role in efficient and accurate data analysis and decision assistance. The data report customizing application system can be realized by software and/or hardware.
The system can better utilize system resources by using an application program of a multithreading technology. The idle time slice of the CPU is fully utilized, and the time as less as possible is used for responding to the requirements of the user, so that the overall running efficiency of the process is greatly improved, and the flexibility of the application program is enhanced. The problems of coordination operation and operation among different tasks, data interaction, resource allocation and the like are also easy to solve; the message notification technology is realized by adopting a RabbitMQ, and a message is used for notifying a user after the user reports that the user generates the report successfully; the data calculation, combination and analysis technology adopts a Spark data engine, optimizes data transmission in data calculation, combines small partitioned data blocks, and broadcasts data to avoid data shuffling in data analysis calculation and accelerate the data processing speed; data source configuration: through a special data source configuration component, the data source supports various common databases, such as MySQL, mongoDB, oracle, DB2, SQL Server, sybase, postgreSQL and the like, and can also customize other data sources, such as documents, solr and the like; high-performance data calculation mode: the data calculation of the report is divided into a plurality of calculation tasks by a multi-node distributed calculation mode, the calculation tasks are sent to different nodes for simultaneous calculation, and the calculation effect that a large amount of data can still be efficiently returned is achieved by utilizing the calculation capacity of the multiple nodes; the method comprises the following calculation modes: conventional functions are supported, such as: maximum, minimum, sum, arithmetic mean, geometric mean, harmonic mean, variance, range, standard deviation, median, and homocyclic ratio. A user-defined script calculation mode is supported, and a script engine is used for calculating data in each data calculation node by analyzing a user-defined script into a JS script method; the user can send the stored report query conditions to a system special task timing scheduling component according to the self-defined interval conditions of hours, days, weeks, months, quarters and years, the user can store the user subscription as a timing task and trigger the generation and push of the timing report; by utilizing a cache technology and caching the hot data, I/O operation during data extraction is reduced, all calculations are completed in a memory, and the calculation performance is improved; supporting data segmentation statistics, and calculating data in a specified time in a self-defined segmentation mode by using a sliding window algorithm; the report storage technology is used for storing the inquired and subscribed reports into the system, so that a user can check the historical reports at any time; the report export technology supports multiple export formats such as excel, pdf and the like. The report forms are generated into the excel documents through Apache POI, the speed of writing the POI into the excel documents is high, the memory occupancy rate is low, the configuration is flexible, and all the excel functions are supported. PDF documents are generated through a PDFBox toolkit, the PDFBox is an open-source PDF document operation toolkit, and PDF files can be generated and read quickly; the report pushing technology supports mailbox sending and is based on the mailbox single sending or group sending function of the SMTP protocol. Supporting FTP pushing and the like; the data pulling technology generates different data pulling statements or file reading commands to pull data to a computing center through configured data source types and different database types; a flexible model can be created, corresponding equipment is bound according to a workshop and a production line, conventional point location data analysis can be obtained by analyzing monitoring data corresponding to the equipment, or comparison analysis is carried out on the load rate, the total power value and the like, and a custom report is generated; the method has the advantages that the daily data report analysis capability, the types and types of the self-defined reports, the service purposes of the reports are marked, the types of the current services can be better distinguished in the using process, the historical archived reports are convenient to look up and archive in the later period, and the enterprise intelligence level is accelerated; the method has the advantages of enriching the analysis capability of the business report, supporting data modeling, constructing a set of complete energy management scheme according to different field models, improving the informatization level and the production, operation and maintenance level of enterprises, and providing powerful support and guarantee for the subsequent development of the enterprises.
Referring to fig. 1, the embodiment provides a data report customization application system, including: the system comprises a conventional report module, a self-defined report module, a report subscription module, a business configuration report module, a business analysis report module and a data application report module, wherein the conventional report module provides a basic analysis report for report analysis, report data display and report data downloading and subscription; the self-defined report module is used for storing the service configuration report module, the service analysis report module and the data application report module to generate self-defined report information; the report subscription module is used for subscribing a conventional report and a custom report; the business configuration report module is used for providing calculation of a self-defined report and adding a data model of a corresponding area; the business analysis report module comprises data binding level selection, multiple calculation methods corresponding to business report data, data chart display and data sliding window interval selection; and the data application report module provides two report customization modes of a conventional analysis report and a comparative analysis report.
Furthermore, the data of the conventional report module comprises reports of single equipment point location, single equipment energy consumption, multi-load energy consumption, energy consumption homocyclic ratio, peak-to-valley electricity charge, recovery rate, yield, unit energy consumption and the like, and the reports are used for conventional data analysis, report analysis and report data display, point location current, voltage, power factor, load rate and the like can be displayed, data period analysis is provided, full-electric-quantity report data analysis and maximum and minimum monitoring occurrence periods in each time period of day, week, month and year are provided, multiple data charts are displayed, and report data downloading and subscription are provided.
The business configuration report module defines required business configuration information according to requirements, provides calculation of a user-defined report, can add data models of corresponding areas, such as a workshop model and a production line module, simultaneously binds data corresponding to the models, establishes a data hierarchical relation between acquired metering equipment and the area models, generates various metering hierarchies of a production line and a workshop, and is used for analyzing and customizing the data report of the business analysis report module, and the specific steps are as follows: defining a business name and a project analysis type, and S2: selecting items required by the demand association equipment, and step S3: and establishing a relation between service levels, a data driving model and equipment information bound at the corresponding nodes according to requirements.
The business analysis report module comprises data binding point level selection, multiple calculation modes (functions such as maximum value, minimum value, average value, summation, variance, standard deviation and variation coefficient) corresponding to business report data, data chart display (pie chart, broken line chart, bar chart and energy flow chart), data sliding interval selection in different time periods such as data sliding window interval selection (seconds, minutes, hours and days), and the selected bound operation relation is added to the self-defined report module after information such as business names and remarks is input. Specifically, the business analysis report module includes a loop analysis unit and a subentry analysis unit, the loop analysis unit provides and checks point location relationship information between loops, the subentry analysis unit performs relationship analysis between point location data and business levels according to a configuration model configured by a business, the business analysis supports point location selection, the business level selection performs analysis, different point locations correspond to different diagrams and formula selections, and time intervals and dates of the configuration analysis are selected for analysis. The module supports selection of graphs including graphs such as a line graph, a bar graph, a pie graph and an energy flow graph, supported formula selection mainly includes formulas such as an arithmetic mean value, a harmonic mean value, a maximum value, a minimum value, a variance, a range, a standard deviation, a median and the like, and supported time intervals include seconds, minutes, hours, days, months and the like. After the configuration is completed, the required configuration chart and the report data information can be loaded by clicking and determining, the report data supports downloading, in addition, a storage service switch in the configuration can be opened, and the customized service inquiry information can be stored for the following report subscription information.
The data application report module is used for the comparative analysis and the conventional analysis of conventional point locations, and provides an analysis mode, a statistical mode, a time interval, a display mode, time, a project type, equipment type, a hierarchy, asset attributes and selection information of equipment icons; specifically, the conventional analysis report and the comparative analysis report, the statistical method, the sliding window and the display method are selected, multiple data display dimensions are selected, for example, data expansion of data dimensions is carried out according to equipment types, load types, default types and the like, the equipment type dimensions can select corresponding self-defined asset types to generate corresponding reports, the load types can generate corresponding report information according to corresponding load types, the default types can generate corresponding report information according to corresponding asset default dimensions, and meanwhile, display of multiple charts is provided. In addition, the module also supports business saving and report file downloading. When the user uses the report form information, the query conditions can be combined according to the requirements of the user, and the report form information required by the user can be obtained.
The self-defined report module is used for managing the service data information (service name, point location, calculation mode, chart, remark, creation time and creator) stored by the conventional report module, the service analysis report module and the data application report module, supporting the rapid query of the stored service configuration data information, and clicking an editing button on a list to jump to a corresponding module to edit the self-defined report service content; specifically, the user clicks to check the time that the user wants to inquire, and can jump to the corresponding module to check the service data report content and the chart of the self-defined report. And clicking to delete the stored service data information.
The report subscription module supports report subscription record management and historical report and report auditing, directly customizes a conventional report or customizes report information according to needs, and regularly generates corresponding report information according to a report subscription period. And after the report subscription is finished, the system can regularly generate corresponding report information according to the report subscription period, and if no auditor is added during the report subscription, the generated report can be directly sent to the mailbox of the subscriber. And after the subscription record of the auditor is configured, the auditor manually sends the report to the specified mailbox after the auditor finishes auditing.
Therefore, the data report customization application system has the capabilities of basic data reports and big data analysis and calculation reports, accelerates the intelligent technical capability of enterprises, and provides a guide basis for enterprise data decision making.
The above embodiments are only preferred embodiments of the present invention, and the scope of the present invention should not be limited thereby, and any insubstantial changes and substitutions made by those skilled in the art based on the present invention are intended to be covered by the claims.
Claims (7)
1. A data report customization application system comprises a conventional report module, a self-defined report module, a report subscription module, a business configuration report module, a business analysis report module and a data application report module,
the conventional report module provides a basic analysis report for report analysis, report data display, report data downloading and subscription; the self-defined report module is used for storing self-defined report information generated by the business configuration report module, the business analysis report module and the data application report module; the report subscription module is used for subscribing a conventional report and a custom report; the business configuration report module is used for providing calculation of a self-defined report and adding a data model of a corresponding area; the business analysis report module comprises data binding level selection, multiple calculation methods corresponding to business report data, data chart display and data sliding window interval selection; the data application report module provides two report customization modes of a conventional analysis report and a comparative analysis report;
the business configuration report module defines the needed business configuration information according to the requirements, and the specific steps are as follows, step S1: defining a business name and a project analysis type, and S2: selecting items required by the requirement association equipment, and step S3: establishing a relation between service levels, a data driving model and equipment information bound at a corresponding node according to requirements;
the business analysis report module comprises a loop analysis unit and a subentry analysis unit, wherein the loop analysis unit provides point location relation information for checking each loop, the subentry analysis unit performs relation analysis between point location data and business levels according to a configuration model configured by business, the business analysis supports point location selection, the business levels are selected for analysis, different point locations correspond to different diagrams and formula selections, and time intervals and dates of the configuration analysis are selected for analysis.
2. The system of claim 1, wherein the data in the conventional reporting module includes a single device point location, a single device energy consumption, a multiple load energy consumption, an energy consumption to loop ratio, a peak to valley electricity rate, a recovery rate, a yield, and a unit energy consumption.
3. The system of claim 2, wherein the regular reporting module generates different reporting contents according to the selected asset information and the statistical manner, views the report and the statistical graph on the interface, and supports downloading and saving the query contents.
4. The system of claim 1, wherein the business analysis reporting module supports a selection of charts comprising line charts, bar charts, pie charts, and fluence charts, and wherein the supported formula selections comprise arithmetic means, harmonic means, maximum, minimum, variance, range, standard deviation, median, and supported time intervals of seconds, minutes, hours, days, and months.
5. The data reporting customization application system of claim 1, wherein the data application reporting module is configured to perform the comparison analysis of the conventional points and the conventional analysis, and provides the analysis mode, the statistical mode, the time interval, the presentation mode, the time, the item type, and the selection information of the equipment type, the hierarchy, the asset attribute, and the equipment icon.
6. The system according to claim 1, wherein the custom report module is configured to manage the service data information stored in the regular report module, the service analysis report module, and the data application report module, support fast query of the stored service configuration data information, and perform the service content editing of the custom report by clicking an edit button on the list and jumping to the corresponding module.
7. The data report customization application system according to claim 1, wherein the report subscription module supports report subscription record management and history report and report auditing, directly customizes a conventional report or customizes custom report information as required, and periodically generates corresponding report information according to a report subscription period.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210855936.7A CN114936242B (en) | 2022-07-21 | 2022-07-21 | Data report customization application system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210855936.7A CN114936242B (en) | 2022-07-21 | 2022-07-21 | Data report customization application system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114936242A CN114936242A (en) | 2022-08-23 |
| CN114936242B true CN114936242B (en) | 2022-10-28 |
Family
ID=82868021
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210855936.7A Active CN114936242B (en) | 2022-07-21 | 2022-07-21 | Data report customization application system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114936242B (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115203214B (en) * | 2022-09-16 | 2023-01-03 | 杭州谐云科技有限公司 | Report data updating method and system |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7010546B1 (en) * | 2000-09-20 | 2006-03-07 | Parasoft Corporation | Method and system for testing data sources and database oriented software applications |
| CN111444256A (en) * | 2019-01-16 | 2020-07-24 | 北京京东尚科信息技术有限公司 | Method and device for realizing data visualization |
| CN111600942A (en) * | 2020-05-09 | 2020-08-28 | 海信集团有限公司 | Report processing method, device and equipment |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111225483A (en) * | 2020-01-19 | 2020-06-02 | 上海中天照明成套有限公司 | Remote illumination comprehensive control management system and control method thereof |
-
2022
- 2022-07-21 CN CN202210855936.7A patent/CN114936242B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7010546B1 (en) * | 2000-09-20 | 2006-03-07 | Parasoft Corporation | Method and system for testing data sources and database oriented software applications |
| CN111444256A (en) * | 2019-01-16 | 2020-07-24 | 北京京东尚科信息技术有限公司 | Method and device for realizing data visualization |
| CN111600942A (en) * | 2020-05-09 | 2020-08-28 | 海信集团有限公司 | Report processing method, device and equipment |
Non-Patent Citations (1)
| Title |
|---|
| A5报表处理与数据管理运行方案;李晓英等;《油气田地面工程》;20130220;第32卷(第02期);第95页 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114936242A (en) | 2022-08-23 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US20200167359A1 (en) | Query task processing based on memory allocation and performance criteria | |
| US20200050465A1 (en) | Dynamic execution of parameterized applications for the processing of keyed network data streams | |
| CN104115139B (en) | Configurable workflow ability is provided | |
| CN103365971A (en) | Mass data access processing system based on cloud computing | |
| CN101141754B (en) | Value-added service analysis system and method thereof | |
| CN112527886A (en) | Data warehouse system based on urban brain | |
| US8892741B2 (en) | Presentation and user selection of timeslots | |
| CN114936242B (en) | Data report customization application system | |
| US11561993B2 (en) | Generating real-time aggregates at scale for inclusion in one or more modified fields in a produced subset of data | |
| US12038914B2 (en) | Data aggregator graphical user interface | |
| CN111582955A (en) | Promotion information display method and device, electronic equipment and storage medium | |
| CN111784310A (en) | Management system for informatization electric power engineering administration project and working method thereof | |
| CN108596709B (en) | Real-time pressure monitoring system for take-out orders | |
| CN112215585A (en) | Management system and management method for information-based electric power engineering administration project | |
| CN116846729A (en) | Method for managing monitoring alarm notification based on multi-tenant mode under cloud container | |
| CN116149947A (en) | Quality evaluation method and device for data model, electronic equipment and storage medium | |
| CN110795380A (en) | Data calling method and system based on intelligent calculator | |
| US20230169088A1 (en) | Method and system for producing data visualizations via limited bandwidth communication channels | |
| US20230418437A1 (en) | Systems and methods for synthetic data aggregations | |
| CN112115208A (en) | Database data importing method | |
| CN118710253A (en) | Power plant overhaul plan generation method, system, computer device, computer readable storage medium, and computer program product | |
| Kluk et al. | Comparison of Data Warehousing and Big Data Principles from an Economic and Technical Standpoint and Their Applicability to Natural Gas Remote Readout Systems | |
| CN117541406A (en) | Service early warning method, device, computer equipment and storage medium | |
| CN115168507A (en) | Data processing method and device | |
| CN116128387A (en) | Operation monitoring system of material full-chain service |
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 | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |