CN113515603A - Method, system and equipment for processing operation and maintenance monitoring data of machine room - Google Patents
Method, system and equipment for processing operation and maintenance monitoring data of machine room Download PDFInfo
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Abstract
A processing method, a system and equipment for machine room operation and maintenance monitoring data are provided, wherein a preset data format of original machine room operation and maintenance monitoring data and target conversion data is obtained; performing labeling pretreatment on the original machine room operation and maintenance monitoring data according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data to obtain labeled data; according to the marked data, the original machine room operation and maintenance monitoring data are converted to obtain target conversion data, manual butt joint and testing of heterogeneous equipment, a heterogeneous platform and a heterogeneous network are not needed, the human input cost for processing the machine room operation and maintenance monitoring data is reduced, the time for processing the machine room operation and maintenance monitoring data is saved, and therefore the machine room operation and maintenance efficiency is improved.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a method, a system and equipment for processing machine room operation and maintenance monitoring data.
Background
Along with the development of the communication industry, the number of machine rooms is more and more, the machine rooms are used as important components of a communication network, power, environment, equipment and the like in the machine rooms must constantly provide a normal operation environment for a communication system, the network and computer equipment can be ensured to operate uninterruptedly for a long time, once the machine rooms and the environment have problems, accidents are serious and cannot be timely processed and solved, and various serious consequences can be caused. Therefore, the movable ring monitoring system can be used for carrying out centralized monitoring and centralized maintenance on the environment and important equipment of each machine room distributed in different places, namely, the movable ring monitoring system can obtain a large amount of original monitoring data for the checking and management of managers.
However, at present, the equipment of each machine room is complex, platforms of different operators are also one by one, and each machine room and the dynamic loop monitoring system communicate through different network modes, which results in that the dynamic loop monitoring system acquires a large amount of original monitoring data with different formats. In order to perform centralized monitoring and centralized maintenance on each machine room, great manpower is required to be dedicated to docking and testing heterogeneous equipment, heterogeneous platforms and heterogeneous networks, and in the docking process, many proofreading works are also manually processed manually, so that the operation and maintenance efficiency of the machine rooms is low.
Disclosure of Invention
The embodiment of the invention provides a method, a system and equipment for processing machine room operation and maintenance monitoring data, which are used for improving the operation and maintenance efficiency of a machine room.
According to a first aspect, an embodiment provides a method for processing machine room operation and maintenance monitoring data, the method including:
acquiring preset data formats of original machine room operation and maintenance monitoring data and target conversion data;
performing labeling pretreatment on the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data;
and converting the operation and maintenance monitoring data of the original machine room according to the labeled data to obtain target conversion data.
Optionally, the method further includes:
and taking the obtained target conversion data as original data to be converted to perform iterative conversion.
Optionally, the correspondence between the original machine room operation and maintenance monitoring data and the target conversion data includes: mapping the original machine room operation and maintenance monitoring data to the target conversion data, mapping the target conversion data to the original machine room operation and maintenance monitoring data, and corresponding the original machine room operation and maintenance monitoring data to the target conversion data one by one.
Optionally, the labeling preprocessing is performed on the operation and maintenance monitoring data of the original machine room according to the corresponding relationship between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data, and the labeling preprocessing includes:
and according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, carrying out labeling pretreatment on the original machine room operation and maintenance monitoring data through a preset script file to obtain labeled data.
Optionally, the method further includes:
and comparing and analyzing the target conversion data and the original machine room operation and maintenance monitoring data, and if a conversion error exists, correcting the conversion error data in the target conversion data.
Optionally, the method further includes:
and analyzing the operation and maintenance data of the machine room according to the target conversion data.
According to a second aspect, an embodiment provides a system for processing machine room operation and maintenance monitoring data, the system comprising:
the acquisition module is used for acquiring the operation and maintenance monitoring data of the original machine room and the preset data format of the target conversion data;
the marking module is used for marking and preprocessing the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain marked data;
and the conversion module is used for converting the original machine room operation and maintenance monitoring data according to the labeled data to obtain target conversion data.
Optionally, the target conversion data obtained by the conversion module is used as original data to be converted to perform iterative conversion.
Optionally, the correspondence between the original machine room operation and maintenance monitoring data and the target conversion data includes: mapping the original machine room operation and maintenance monitoring data to the target conversion data, mapping the target conversion data to the original machine room operation and maintenance monitoring data, and corresponding the original machine room operation and maintenance monitoring data to the target conversion data one by one.
Optionally, the labeling module is specifically configured to perform labeling preprocessing on the original machine room operation and maintenance monitoring data through a preset script file according to a corresponding relationship between the original machine room operation and maintenance monitoring data and the target conversion data, so as to obtain labeled data.
Optionally, the system further includes: and the correction module is used for comparing and analyzing the target conversion data and the original machine room operation and maintenance monitoring data, and correcting the conversion error data in the target conversion data if the conversion error exists.
Optionally, the system further includes: and the analysis module is used for analyzing the operation and maintenance data of the machine room according to the target conversion data.
According to a third aspect, there is provided in one embodiment an electronic device comprising: a memory for storing a program; the processor is configured to execute the program stored in the memory to implement the method for processing the operation and maintenance monitoring data of the machine room according to any one of the first aspect.
According to a fourth aspect, an embodiment provides a computer-readable storage medium, on which a program is stored, where the program is executable by a processor to implement the method for processing operation and maintenance monitoring data of a machine room according to any one of the first aspect.
The embodiment of the invention provides a method, a system and equipment for processing machine room operation and maintenance monitoring data, which are implemented by acquiring preset data formats of original machine room operation and maintenance monitoring data and target conversion data; performing labeling pretreatment on the original machine room operation and maintenance monitoring data according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data to obtain labeled data; according to the marked data, the original machine room operation and maintenance monitoring data are converted to obtain target conversion data, manual butt joint and testing of heterogeneous equipment, a heterogeneous platform and a heterogeneous network are not needed, the human input cost for processing the machine room operation and maintenance monitoring data is reduced, the time for processing the machine room operation and maintenance monitoring data is saved, and therefore the machine room operation and maintenance efficiency is improved.
Drawings
Fig. 1 is a schematic flowchart of a first embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention;
fig. 2 is a schematic flowchart of a second embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention;
fig. 3 is a schematic flowchart of a third embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention;
fig. 4 is a schematic flowchart of a fourth embodiment of a method for processing machine room operation and maintenance monitoring data according to the embodiment of the present invention;
fig. 5 is a schematic structural diagram of a system for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention;
fig. 6 is a schematic structural diagram of another processing system for operation and maintenance monitoring data of a machine room according to an embodiment of the present invention;
fig. 7 is an interaction diagram of a system for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the following detailed description and accompanying drawings. Wherein like elements in different embodiments are numbered with like associated elements. In the following description, numerous details are set forth in order to provide a better understanding of the present application. However, those skilled in the art will readily recognize that some of the features may be omitted or replaced with other elements, materials, methods in different instances. In some instances, certain operations related to the present application have not been shown or described in detail in order to avoid obscuring the core of the present application from excessive description, and it is not necessary for those skilled in the art to describe these operations in detail, so that they may be fully understood from the description in the specification and the general knowledge in the art.
Furthermore, the features, operations, or characteristics described in the specification may be combined in any suitable manner to form various embodiments. Also, the various steps or actions in the method descriptions may be transposed or transposed in order, as will be apparent to one of ordinary skill in the art. Thus, the various sequences in the specification and drawings are for the purpose of describing certain embodiments only and are not intended to imply a required sequence unless otherwise indicated where such sequence must be followed.
The numbering of the components as such, e.g., "first", "second", etc., is used herein only to distinguish the objects as described, and does not have any sequential or technical meaning. The term "connected" and "coupled" when used in this application, unless otherwise indicated, includes both direct and indirect connections (couplings).
Because the equipment of each machine room is complex at present, platforms of different operators form a grid, and each machine room and the dynamic loop monitoring system communicate in different network modes, which causes the dynamic loop monitoring system to acquire a large amount of original monitoring data with different formats. In order to perform centralized monitoring and centralized maintenance on each machine room, great manpower is required to be dedicated to docking and testing heterogeneous equipment, heterogeneous platforms and heterogeneous networks, and in the docking process, many proofreading works are also manually processed manually, so that the operation and maintenance efficiency of the machine rooms is low. In order to improve the operation and maintenance efficiency of the machine room, embodiments of the present invention provide a method, a system, and a device for processing operation and maintenance monitoring data of the machine room, which are described in detail below.
Fig. 1 is a schematic flow chart of a first embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, where an execution subject of the embodiment of the present invention is an electronic device with processing capability and a processing system for installing machine room operation and maintenance monitoring data. As shown in fig. 1, the method for processing operation and maintenance monitoring data of a machine room provided in this embodiment may include:
s101, acquiring preset data formats of the original machine room operation and maintenance monitoring data and the target conversion data.
Because each machine room may include various devices capable of generating monitoring data by itself or independently arranged sensors, for example, the machine room may include but is not limited to: power distribution units, cooling devices (e.g., air conditioners, water coolers, blowers, fans, etc.), uninterruptible power supplies, door entry devices, cameras, various sensors (e.g., temperature sensors, humidity sensors, light sensors, noise sensors, infrared sensors, electromagnetic radiation sensors, gas sensors, smoke sensors, carbon monoxide sensors, carbon dioxide sensors, particulate matter concentration sensors), and the like. Therefore, a plurality of original machine room operation and maintenance monitoring data can be acquired through various devices capable of generating monitoring data by themselves or independently arranged sensors. During specific implementation, the operation and maintenance monitoring data of the original machine room can be directly stored in a database or stored in a file form. For example, according to the original machine room operation and maintenance monitoring data, a to-be-converted document may be generated, where the to-be-converted document may include the original machine room operation and maintenance monitoring data such as temperature, humidity, and parameter information (e.g., voltage and current) of the device in the machine room. Optionally, the document to be converted may also be a protocol document, that is, a protocol for recording data transmission between the computer room and the electronic device of the processing system in which the computer room operation and maintenance monitoring data is installed is recorded, for example, a format of a message may be recorded. The embodiment of the invention is explained by taking the example that the operation and maintenance monitoring data of the original machine room is stored in a file form, namely, the document to be converted comprises a plurality of operation and maintenance monitoring data of the original machine room.
Specifically, the document to be converted may be a document in a format such as xml (Extensible Markup Language), excel (spreadsheet), json (lightweight data exchange format), ini (Initialization File), and the like. Meanwhile, the target conversion data may be data having a preset data format, and in a specific implementation, the target conversion data may be stored in a file form, for example, the target conversion data may be stored in a target conversion document, where the target conversion document may be a template file (for example, a file such as xml, excel, json, ini, and the like) having a preset data format, and for example, the target conversion document may be a template file having a data format in which other parameters such as a temperature, a humidity, and a voltage of a device of a machine room are already set. The target conversion document expects to fill in specific numerical values of the parameters of the set data format. The embodiment of the present invention is described by taking an example that the target conversion data is stored in a file form, that is, the target conversion document includes the target conversion data.
And S102, performing labeling pretreatment on the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data.
Because the document to be converted includes a plurality of original machine room operation and maintenance monitoring data, for example, the document may include monitoring data of temperature, humidity, refrigeration capacity of equipment, space capacity, voltage and current, etc. in the machine room, and the target conversion document is a template file in a data format in which other parameters of the machine room temperature, humidity, voltage of the equipment, etc. have been set, the original machine room operation and maintenance monitoring data corresponding to the target conversion document may be searched for in the document to be converted according to each target conversion data in the set data format that needs to be filled in the target conversion document, and the marking preprocessing is performed. For example, it is assumed that the document to be converted is a Word file including a plurality of original machine room operation and maintenance monitoring data, the target conversion document may be a template file in a data format in which other parameters such as the temperature, the humidity, the voltage and the current of the device a, the voltage and the current of the device B, and the like of the machine room have been set, and keywords (i.e., data corresponding to the target conversion document that needs to be filled with specific values) in the Word file to be converted may be labeled according to the corresponding relationship between the original machine room operation and maintenance monitoring data and the target conversion data, and the labeled keywords are labeled data.
Specifically, for target conversion data in different target conversion documents, different labeling pretreatments can be performed on the original machine room operation and maintenance monitoring data in the document to be converted, so as to obtain different labeling data.
And S103, converting the operation and maintenance monitoring data of the original machine room according to the marked data to obtain target conversion data.
And after the marked data is obtained, converting the document to be converted according to the corresponding relation between the original machine room operation and maintenance monitoring data in the document to be converted and the target conversion data in the target conversion document to obtain the target conversion document.
According to the method for processing the operation and maintenance monitoring data of the machine room, provided by the embodiment of the invention, the preset data format of the original operation and maintenance monitoring data of the machine room and the target conversion data is obtained; performing labeling pretreatment on the original machine room operation and maintenance monitoring data according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data to obtain labeled data; according to the marked data, the original machine room operation and maintenance monitoring data are converted to obtain target conversion data, manual butt joint and testing of heterogeneous equipment, a heterogeneous platform and a heterogeneous network are not needed, the human input cost for processing the machine room operation and maintenance monitoring data is reduced, the time for processing the machine room operation and maintenance monitoring data is saved, and therefore the machine room operation and maintenance efficiency is improved.
As an implementation manner, the target conversion document obtained in S103 above may continue to be the document to be converted in S101, and continue to perform S101-S103 to perform document conversion, so as to obtain another target conversion document (i.e., the obtained target conversion data may continue to be the original data to be converted to perform iterative conversion), so that the whole data stream may be regarded as a unidirectional flow or a unidirectional loop. For example, assuming that in the first document conversion, the document to be converted is document a including parameters 1, 2, …, n-1, and n (n is an even number), the target converted document obtained by performing S101 to S103 is document B, and it is assumed that document B includes parameters 1, 3, …, and n-1. At this time, if a target conversion document including the parameter 1, the parameter 3, the parameter 5, and the parameter 7 is desired, the document B obtained in the first document conversion may be used as a document to be converted, and S101-S103 are continuously performed to perform document conversion to obtain another target conversion document C, and the document C may be obtained without performing document conversion on the document a including more parameters, so that the operation and maintenance efficiency of the machine room is improved to a certain extent.
As a way that can be realized, on the basis of the first embodiment, the correspondence between the original machine room operation and maintenance monitoring data and the target conversion data may include: mapping the original machine room operation and maintenance monitoring data to the target conversion data, mapping the target conversion data to the original machine room operation and maintenance monitoring data, and mapping the original machine room operation and maintenance monitoring data to the original machine room operation and maintenance monitoring data and the target conversion data in a one-to-one correspondence, and then the correspondence between the document to be converted and the target conversion document may include: the document to be converted is mapped to the target conversion document, the target conversion document is mapped to the document to be converted, and the target conversion document corresponds to the document to be converted one by one. During specific implementation, the corresponding relationship between the attribute included in the document to be converted and the attribute included in the target conversion document can be determined according to the corresponding relationship between the document to be converted and the target conversion document, that is, if the document to be converted is mapped to the target conversion document, the relationship between the attributes is that the attribute included in the document to be converted is mapped to the attribute included in the target conversion document; if the target conversion document is mapped to the document to be converted, the relationship between the attributes is that the attributes included in the target conversion document are mapped to the attributes included in the document to be converted; if the target conversion document is in one-to-one correspondence with the document to be converted, the relationship between the attributes is that the attribute included in the document to be converted and the attribute included in the target conversion document are in one-to-one correspondence.
Fig. 2 is a schematic flow chart of a second embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, and as shown in fig. 2, the method for processing machine room operation and maintenance monitoring data according to the present embodiment may include:
s201, acquiring preset data formats of the original machine room operation and maintenance monitoring data and the target conversion data.
S202, according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, carrying out labeling pretreatment on the original machine room operation and maintenance monitoring data through a preset script file to obtain labeled data.
Specifically, the script file can be written to finish the operation of labeling the operation and maintenance monitoring data of the original machine room in the document to be converted, so that the manual operation is saved.
And S203, converting the operation and maintenance monitoring data of the original machine room according to the labeled data to obtain target conversion data.
The specific implementation manner of S201 and S203 may refer to the related description of S101 and S103 in the first embodiment.
According to the processing method of the machine room operation and maintenance monitoring data, provided by the embodiment of the invention, according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, the original machine room operation and maintenance monitoring data is subjected to labeling preprocessing through the preset script file to obtain the labeled data, the labeling preprocessing operation of the original machine room operation and maintenance monitoring data in the document to be converted can be completed by writing the script file, and the labeling preprocessing operation of the original machine room operation and maintenance monitoring data in the document to be converted is not required to be performed manually, so that the labor input cost of labeling can be reduced, the labeling time is saved, and the machine room operation and maintenance efficiency is improved to a certain extent.
Fig. 3 is a schematic flow chart of a third embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, and as shown in fig. 3, the method for processing machine room operation and maintenance monitoring data according to the present embodiment may include:
s301, acquiring preset data formats of the original machine room operation and maintenance monitoring data and the target conversion data.
And S302, performing labeling pretreatment on the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data.
And S303, converting the operation and maintenance monitoring data of the original machine room according to the marked data to obtain target conversion data.
The specific implementation manners of S301 to S303 can refer to the related descriptions of S101 to S103 in the first embodiment.
S304, comparing and analyzing the target conversion data and the original machine room operation and maintenance monitoring data, and correcting the conversion error data in the target conversion data if the conversion error exists.
According to the method for processing the operation and maintenance monitoring data of the machine room, provided by the embodiment of the invention, the target conversion data and the original operation and maintenance monitoring data of the machine room are compared and analyzed, if a conversion error exists, the conversion error data in the target conversion data is corrected, and the correction is not required to be performed through manual operation, so that the labor input cost of the correction can be reduced, the correction time is saved, and the operation and maintenance efficiency of the machine room is improved to a certain extent.
Fig. 4 is a schematic flowchart of a fourth embodiment of a method for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, and as shown in fig. 4, the method for processing machine room operation and maintenance monitoring data according to the embodiment may include:
s401, acquiring preset data formats of the original machine room operation and maintenance monitoring data and the target conversion data.
S402, according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, carrying out labeling pretreatment on the original machine room operation and maintenance monitoring data to obtain labeled data.
And S403, converting the operation and maintenance monitoring data of the original machine room according to the marked data to obtain target conversion data.
The specific implementation of S401 to S403 can refer to the related descriptions of S101 to S103 in the first embodiment.
And S404, analyzing the operation and maintenance data of the machine room according to the target conversion data.
In specific implementation, further operation and maintenance data analysis can be performed through scripts such as python (a high-level programming language with interpreted, object-oriented and dynamic data types).
For example, corresponding threshold values may be set for monitoring data such as temperature, humidity, and parameter information (e.g., voltage and current) of the device in the machine room, and after analyzing the target conversion document to obtain each parameter, when the parameter obtained through analysis exceeds the set threshold value, a device alarm event corresponding to an abnormal condition may be triggered.
According to the processing method of the operation and maintenance monitoring data of the machine room, provided by the embodiment of the invention, the operation and maintenance data of the machine room are analyzed according to the target conversion data, so that the abnormal condition of the machine room can be found in time and prompted, and the machine room can be effectively monitored.
Fig. 5 is a schematic structural diagram of a system for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, and as shown in fig. 5, the system 50 for processing machine room operation and maintenance monitoring data may include:
the obtaining module 510 may be configured to obtain preset data formats of the original machine room operation and maintenance monitoring data and the target conversion data.
The labeling module 520 may be configured to perform labeling preprocessing on the operation and maintenance monitoring data of the original machine room according to a corresponding relationship between the operation and maintenance monitoring data of the original machine room and the target conversion data, so as to obtain labeled data.
The conversion module 530 may be configured to convert the original machine room operation and maintenance monitoring data according to the labeled data, so as to obtain target conversion data.
According to the processing system for the operation and maintenance monitoring data of the machine room, provided by the embodiment of the invention, the preset data format of the original operation and maintenance monitoring data of the machine room and the target conversion data is obtained through the obtaining module; carrying out labeling pretreatment on the operation and maintenance monitoring data of the original machine room through a labeling module according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data; through the conversion module, the original machine room operation and maintenance monitoring data are converted according to the marked data to obtain target conversion data, the butt joint and the test of heterogeneous equipment, a heterogeneous platform and a heterogeneous network are not needed to be manually carried out, the labor input cost for processing the machine room operation and maintenance monitoring data is reduced, the time for processing the machine room operation and maintenance monitoring data is saved, and therefore the machine room operation and maintenance efficiency is improved.
Optionally, the target conversion data obtained by the conversion module 530 may be used as original data to be converted, so as to perform iterative conversion.
Optionally, the correspondence between the original machine room operation and maintenance monitoring data and the target conversion data may include: mapping the original machine room operation and maintenance monitoring data to target conversion data, mapping the target conversion data to the original machine room operation and maintenance monitoring data, and corresponding the original machine room operation and maintenance monitoring data to the target conversion data one by one.
Optionally, the labeling module 520 is configured to perform labeling preprocessing on the original machine room operation and maintenance monitoring data according to a corresponding relationship between the original machine room operation and maintenance monitoring data and the target conversion data, so as to obtain labeled data, and specifically configured to: and according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, carrying out marking pretreatment on the original machine room operation and maintenance monitoring data through a preset script file to obtain marking data.
Optionally, the processing system 50 for the operation and maintenance monitoring data of the computer room may further include: and the correcting module (not shown in the figure) may be configured to compare and analyze the target conversion data and the original machine room operation and maintenance monitoring data, and correct conversion error data in the target conversion data if a conversion error exists.
Optionally, the processing system 50 for the operation and maintenance monitoring data of the computer room may further include: and the analysis module (not shown in the figure) may be configured to perform operation and maintenance data analysis on the machine room according to the target conversion data.
The following describes a processing system for machine room operation and maintenance monitoring data provided in an embodiment of the present invention by taking a specific implementation manner as an example. Fig. 6 is a schematic structural diagram of another processing system for machine room operation and maintenance monitoring data according to an embodiment of the present invention, and as shown in fig. 6, the processing system 60 for machine room operation and maintenance monitoring data may include: entity library 610, relationship library 620, knowledge library 630, generation library 640, intelligence library 650, console 660, and compute engine 670. In specific implementation, the entity library, the relation library and the knowledge library can be used as input, and the generation library can be used as output.
The entity library 610 refers to various specification documents or protocol documents, including but not limited to xml, excel, json, ini, and other documents (i.e., documents to be converted including original machine room operation and maintenance monitoring data or target conversion documents having a preset data format), each specification document or protocol document may be regarded as an entity object, stored in the entity library, and subjected to basic maintenance actions such as adding, deleting, modifying, and the like.
The relation library 620 mainly refers to a relation between entities or a relation between attributes of the entities, and the relation mainly includes a dynamic labeling action performed based on basic relation elements, and needs to support the labeling of the relation between the entities and the labeling of the relation between the attributes, and can store the relation data of the labeled entities, and provide query and filtering operations based on the relation.
The knowledge base 630 refers to a certain capability, including but not limited to a capability of parsing a file, a capability of generating a file, for example, a capability of converting excel into xml, a capability of converting excel into json, and the like, and these capabilities are stored in the knowledge base as knowledge elements, and as additional capabilities, entities, attributes, relationships, and the like can be assigned to the knowledge base.
The console 660 mainly operates the elements in the entity library 610, the relationship library 620, the knowledge library 630, the generation library 640, and the intelligent library 650, and provides functions such as visual labeling, assembly, operation execution and maintenance.
The generating library 640 is mainly used for storing generated data files, including files after specification conversion, results after automatic verification of the files, results of intelligent retrieval, and the like.
The intelligent library 650 is mainly used for storing intelligent scripts and automatically arranging and operating the entity library, the relation library, the knowledge library and the generation library, so that the operation and maintenance operation has real automation capability.
In a specific implementation, the console 660 is an operation entry of the entire processing system, the entity library 610, the relationship library 620, the knowledge library 630, the generation library 640, and the intelligent library 650 may perform independent operations and combined operations on the console 660, and the computing engine 670 serves as a back-end component and is mainly responsible for various kinds of management and operations.
The processing system for the machine room operation and maintenance monitoring data provided by the embodiment of the invention can be used for intelligentizing and automating some common manual operations including but not limited to file analysis, difference comparison, file conversion and the like, and saving manpower as much as possible to define some relations and templates.
The following describes a method for processing operation and maintenance monitoring data of a machine room, which is provided by the embodiment of the present invention, by taking a specific implementation manner as an example. Fig. 7 is an interaction schematic diagram of a system for processing machine room operation and maintenance monitoring data according to an embodiment of the present invention, and fig. 7 corresponds to a following method for processing machine room operation and maintenance monitoring data. As shown in fig. 7, a method for processing machine room operation and maintenance monitoring data provided in the embodiment of the present invention may include:
step 1: after the processing system is started, a user logs in, and the entity library, the relation library, the knowledge library, the generation library and the intelligent library are presented on the operation table.
Step 2: entering the entity library, inputting new entity files or template files, and inquiring and searching files of the current entity library.
And step 3: and selecting an entity 1, viewing the content, performing attribute labeling, and generating an entity-attribute relation record 1. The entity 1 is the document to be converted.
And 4, step 4: and selecting an entity 2, viewing the content, performing attribute labeling, and generating an entity-attribute relation record 2. Entity 2 is the target transformation document.
And 5: and entering a relational library, selecting the marked entities 1 and 2, and defining the relationship between the entities.
The relationships among the entities can be selected from basic relationships, the relationships among the entities include but are not limited to mapping the entity 1 to the entity 2, mapping the entity 2 to the entity 1, and matching the entity 1 and the entity 2 with the 3 basic relationships, and at present, the three relationships can meet the basic requirements of intelligent conversion and automatic proofreading.
Step 6: an attribute relationship is defined.
Specifically, the relationship of the attributes needs to refer to the relationship definition of the entities, if the relationship between the entities is that the entity 1 is mapped to the entity 2, the relationship between the attributes is that the attributes (e.g., attribute 1 and attribute 2) included by the entity 1 are mapped to the attributes (e.g., attribute a and attribute B) included by the entity 2, the value representing the attribute included by the entity 2 takes the value of the attribute included by the entity 1, if the relationship between the entities is that the entity 2 is mapped to the entity 1, the relationship of the attribute is that the attribute included by the entity 2 is mapped to the attribute included by the entity 1, the value representing the attribute included by the entity 1 takes the value of the attribute included by the entity 2, if the relationship between the entities is that the entity 1 and the entity 2 are matched, the relationship between the attributes is that the attribute included by the entity 1 is matched to the attribute included by the entity 2, the value representing the attribute included by the entity 1 is compared with the value of the attribute included by the entity 2, the relationship may be further subdivided into equal relationship, greater relationship, less relationship, etc., and may be further refined in the attribute relationship.
And 7: after the relationship definition is completed, entity relationship records and attribute relationship records are generated, and then the capabilities of the entities and the relationships need to be given.
For example, if the entity 1 is an excel file and the entity 2 is an xml file, then the analysis (or generation) capability of the excel and the analysis (or generation) capability of the xml need to be given, and the corresponding capability needs to be selected from the knowledge base to be given to the corresponding relationship map. The assignment granularity of the capability can be entity or attribute, and if the capability of the entity can cover the attribute, the capability of the attribute does not need to be additionally assigned. As shown in fig. 7, this case has three capabilities: knowledge 1, knowledge 2, and knowledge 3, for example, the ability of knowledge 1 may be assigned between entity 1 and entity 2, the ability of knowledge 2 may be assigned between attribute 1 and attribute B, and the ability of knowledge 3 may be assigned between attribute 2 and attribute a.
And 8: after the capability addition is completed, the execution can be performed on the operation table, after the execution, a background calculation engine needs to be started, and according to the defined entities, attributes, relationships and capabilities, the calculation engine executes different output results according to different inputs.
In specific implementation, different attributes can be labeled for the same entity, and different knowledge capabilities can be given, so that different data results can be generated. For example, if the operation is a conversion operation, the converted file can be checked in the generation library after the operation, and if the operation is a proofreading operation, the detailed situation of the proofreading can be checked after the operation.
And step 9: for the data file of the generated library, the data file can be added into the entity library on an operation platform, and iterative operation is carried out until a desired final result is obtained.
Step 10: for some conventional operations, script-like operations or batch operations are supported, so a script file can be written or entered in the smart library.
Through script operation, elements on the entity library, the relation library and the knowledge library can be operated, and labor is saved. In addition, further operation and maintenance data analysis can be performed through scripts such as python.
In addition, corresponding to the method for processing operation and maintenance monitoring data of the machine room provided in the foregoing embodiment, an embodiment of the present invention further provides an electronic device, where the electronic device may include: a memory for storing a program; and the processor is used for executing the program stored in the memory to realize all the steps of the processing method of the machine room operation and maintenance monitoring data provided by the embodiment of the invention.
In addition, corresponding to the method for processing operation and maintenance monitoring data of the machine room provided in the foregoing embodiment, an embodiment of the present invention further provides a computer-readable storage medium, where computer execution instructions are stored in the computer-readable storage medium, and when the computer execution instructions are executed by a processor, all steps of the method for processing operation and maintenance monitoring data of the machine room provided in the embodiment of the present invention are implemented.
Those skilled in the art will appreciate that all or part of the functions of the various methods in the above embodiments may be implemented by hardware, or may be implemented by computer programs. When all or part of the functions of the above embodiments are implemented by a computer program, the program may be stored in a computer-readable storage medium, and the storage medium may include: a read only memory, a random access memory, a magnetic disk, an optical disk, a hard disk, etc., and the program is executed by a computer to realize the above functions. For example, the program may be stored in a memory of the device, and when the program in the memory is executed by the processor, all or part of the functions described above may be implemented. In addition, when all or part of the functions in the above embodiments are implemented by a computer program, the program may be stored in a storage medium such as a server, another computer, a magnetic disk, an optical disk, a flash disk, or a removable hard disk, and may be downloaded or copied to a memory of a local device, or may be version-updated in a system of the local device, and when the program in the memory is executed by a processor, all or part of the functions in the above embodiments may be implemented.
The present invention has been described in terms of specific examples, which are provided to aid understanding of the invention and are not intended to be limiting. For a person skilled in the art to which the invention pertains, several simple deductions, modifications or substitutions may be made according to the idea of the invention.
Claims (10)
1. A processing method for machine room operation and maintenance monitoring data is characterized by comprising the following steps:
acquiring preset data formats of original machine room operation and maintenance monitoring data and target conversion data;
performing labeling pretreatment on the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain labeled data;
and converting the operation and maintenance monitoring data of the original machine room according to the labeled data to obtain target conversion data.
2. The method of claim 1, wherein the method further comprises:
and taking the obtained target conversion data as original data to be converted to perform iterative conversion.
3. The method of claim 1, wherein the correspondence between the original machine room operation and maintenance monitoring data and the target conversion data comprises: mapping the original machine room operation and maintenance monitoring data to the target conversion data, mapping the target conversion data to the original machine room operation and maintenance monitoring data, and corresponding the original machine room operation and maintenance monitoring data to the target conversion data one by one.
4. The method of claim 1, wherein the performing labeling preprocessing on the original machine room operation and maintenance monitoring data according to the corresponding relationship between the original machine room operation and maintenance monitoring data and the target conversion data to obtain labeled data comprises:
and according to the corresponding relation between the original machine room operation and maintenance monitoring data and the target conversion data, carrying out labeling pretreatment on the original machine room operation and maintenance monitoring data through a preset script file to obtain labeled data.
5. The method of any one of claims 1-4, further comprising:
and comparing and analyzing the target conversion data and the original machine room operation and maintenance monitoring data, and if a conversion error exists, correcting the conversion error data in the target conversion data.
6. The method of any one of claims 1-4, further comprising:
and analyzing the operation and maintenance data of the machine room according to the target conversion data.
7. A system for processing machine room operation and maintenance monitoring data, the system comprising:
the acquisition module is used for acquiring the operation and maintenance monitoring data of the original machine room and the preset data format of the target conversion data;
the marking module is used for marking and preprocessing the operation and maintenance monitoring data of the original machine room according to the corresponding relation between the operation and maintenance monitoring data of the original machine room and the target conversion data to obtain marked data;
and the conversion module is used for converting the original machine room operation and maintenance monitoring data according to the labeled data to obtain target conversion data.
8. The system of claim 7, wherein the system further comprises:
and the correction module is used for comparing and analyzing the target conversion data and the original machine room operation and maintenance monitoring data, and correcting the conversion error data in the target conversion data if the conversion error exists.
9. An electronic device, comprising:
a memory for storing a program;
a processor for implementing the method of any one of claims 1-6 by executing a program stored by the memory.
10. A computer-readable storage medium, characterized in that the medium has stored thereon a program which is executable by a processor to implement the method according to any one of claims 1-6.
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