CN116541445A - Data conversion method based on major construction of big data platform - Google Patents

Data conversion method based on major construction of big data platform Download PDF

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Publication number
CN116541445A
CN116541445A CN202310307178.XA CN202310307178A CN116541445A CN 116541445 A CN116541445 A CN 116541445A CN 202310307178 A CN202310307178 A CN 202310307178A CN 116541445 A CN116541445 A CN 116541445A
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China
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data
module
construction
platform
conversion
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赵先明
林昀
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Beijing Hongshan Information Technology Research Institute Co Ltd
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Beijing Hongshan Information Technology Research Institute Co Ltd
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Priority to CN202310307178.XA priority Critical patent/CN116541445A/en
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    • 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
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/258—Data format conversion from or to a database
    • 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
    • G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/602—Providing cryptographic facilities or services
    • 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
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

Abstract

The invention discloses a data conversion method based on major construction of a large data platform, which relates to the technical field of platform data management and control, and is used for generating a construction data conversion system and carrying out comprehensive management and real-time supervision on the data constructed by the large data platform.

Description

Data conversion method based on major construction of big data platform
Technical Field
The invention relates to the technical field of platform data management and control, in particular to a data conversion method based on major construction of a large data platform.
Background
With the continuous deep construction of the intelligent distribution power grid, the number of acquisition terminals is greatly increased, the acquisition frequency is greatly enhanced, the distribution power data quantity is developed from TB level to PB level, and challenges of effective integration, efficient storage and high expandability of multi-source heterogeneous mass data are faced. Therefore, a special big data platform is required to be comprehensively managed, and data conversion processing is required to be carried out when the big data platform is managed.
In the prior art, a perfect system is not set for data conversion, so that the data process and result of each conversion are not recorded in time, the continuous improvement is inconvenient, the normal conversion work efficiency is influenced, and meanwhile, the intelligent management is inconvenient for workers, and the normal use requirement cannot be met.
The invention comprises the following steps:
the invention aims to provide a data conversion method based on the key construction of a large data platform, and solves the problems that the data conversion is carried out by a system which is not set perfectly in the background technology, so that the data process and the result of each conversion are not recorded in time, the follow-up improvement is inconvenient, the normal conversion work efficiency is influenced, the intelligent management by workers is inconvenient, and the normal use requirement cannot be met.
In order to solve the problems, the invention provides a technical scheme that:
the data conversion method based on the major construction of the big data platform comprises the following specific steps:
s1, generating a construction data conversion system, and comprehensively managing and monitoring data constructed by a big data platform in real time;
s2, performing buffer area arrangement and data format classification on the collected construction data;
s3, carrying out identity authentication and access inquiry on the staff applying for access, granting corresponding authority, and carrying out coding encryption processing on the data of which the format is classified;
and S4, generating a search library, correspondingly searching whether converted data results exist in the search library, carrying out corresponding data format conversion processing according to requirements, and carrying out synchronous backup processing.
Preferably, the overall management in step S1 includes data management, platform authentication, platform construction and platform supervision.
Preferably, the encoding mode in the encoding in the step S3 includes a unipolar code, a polar code, a bipolar code, a return-to-zero code and a biphase code.
Preferably, in the step S4, whether the converted data result exists is obtained by performing a corresponding search in the search library, if so, directly extracting the corresponding data to the next link, performing an acceleration conversion, and if not, performing a transmission data to the next link, and performing a normal conversion.
Preferably, the data format in the step S4 includes an explicit data format conversion for executing an instruction of a conversion format required by a worker and an implicit data format conversion for autonomously converting a format required to be converted inside the system.
Preferably, the construction data conversion system comprises a construction data acquisition unit, a data coding access library, a data retrieval conversion unit and a platform construction data supervision unit, wherein the output end of the platform construction data supervision unit is in communication connection with the input end of the construction data acquisition unit, the output end of the construction data acquisition unit is in communication connection with the input end of the data coding access library, and the output end of the data coding access library is in communication connection with the input end of the data retrieval conversion unit.
Preferably, the construction data acquisition unit comprises a construction data acquisition module, a data group cache area and a data format classification module, wherein the output end of the construction data acquisition module is in communication connection with the input end of the data group cache area, and the output end of the data group cache area is in communication connection with the input end of the data code access library;
the construction data acquisition module is used for receiving the key construction data sent by the platform construction data supervision unit, and is also used for sending the key construction data into the data group cache area for caching;
the data group cache area is used for receiving the platform construction data sent by the construction data acquisition module, storing the platform construction data into the cache area, and simultaneously sending the processed data group information into the data coding access library for coding processing;
the data format classification module is integrated in the data group buffer area and is used for classifying the format of the data in the buffer area.
Preferably, the data coding access library comprises a data coding module, an access service and authority module and an encryption module, wherein the output end of the data coding module is in communication connection with the input end of the data retrieval conversion unit, and the access service and authority module is in bidirectional communication connection with the data coding module;
the data coding module is used for receiving the data which is transmitted by the construction data acquisition unit and is subjected to format classification processing and coding, and the data coding module is simultaneously used for transmitting the coded data to the inside of the data retrieval conversion unit and carrying out data conversion;
the access service and authority module is used for carrying out identity authentication and access inquiry on the staff applying for access and granting corresponding authorities;
the encryption module is integrated inside the data encoding module and is used for encrypting the encoded data.
Preferably, the data retrieval and conversion unit comprises a retrieval and comparison module, a data conversion module and a backup module, wherein the output end of the retrieval and comparison module is in communication connection with the input end of the data conversion module;
the search comparison module is used for receiving the data which is transmitted by the data coding access library and is used for correspondingly searching whether a converted data result exists in the search library, directly extracting the corresponding data to the data conversion module when the converted data result exists, performing acceleration conversion, and transmitting the data to the data conversion module when the converted data result does not exist, and performing normal conversion;
the data conversion module is used for receiving the search result sent by the search comparison module and carrying out corresponding data format conversion processing according to the requirements;
the backup module is integrated in the retrieval comparison module and is used for synchronously backing up the received data.
Preferably, the platform construction data supervision unit comprises a construction data supervision module, a platform management module and a construction data transmission module, wherein the construction data supervision module and the platform management module are both in bidirectional communication connection with the construction data transmission module, and the output end of the construction data transmission module is in communication connection with the input end of the construction data acquisition unit;
the construction data supervision module is used for supervising the internal running conditions of the big data platform in real time;
the platform management module is used for comprehensively managing the big data platform;
the construction data transmission module is used for extracting key construction data in the platform construction data supervision unit, and the construction data transmission module is used for simultaneously transmitting the key construction data to the construction data acquisition unit for acquisition.
The beneficial effects of the invention are as follows: the invention generates a construction data conversion system when in use, comprehensively manages and supervises the data constructed by a big data platform in real time, carries out buffer area arrangement and data format classification on the collected construction data, carries out identity authentication and access inquiry on personnel applying for access, grants corresponding permission, carries out coding encryption processing on the data with the classified format, generates a search library, carries out corresponding search in the search library to judge whether converted data results exist or not, carries out corresponding data format conversion processing according to requirements, carries out synchronous backup processing, carries out comprehensive management on the big data platform, carries out identity authentication and access inquiry on the personnel applying for access through the platform management module, grants corresponding permission, shortens the whole process period, and simultaneously carries out management, visualization and storage on the data conversion results and the corresponding analysis results, thereby being beneficial to realizing data conversion management through internet cloud management and improving the intelligent level of the data conversion management.
Description of the drawings:
for ease of illustration, the invention is described in detail by the following detailed description and the accompanying drawings.
FIG. 1 is a block diagram of the overall flow of a data conversion method based on the major construction of a big data platform;
fig. 2 is a topological diagram of a construction data conversion system of the data conversion method based on the important construction of a big data platform.
The specific embodiment is as follows:
as shown in fig. 1 and 2, the following technical solutions are adopted in this embodiment:
the data conversion method based on the major construction of the big data platform comprises the following specific steps:
s1, generating a construction data conversion system, and comprehensively managing and monitoring data constructed by a big data platform in real time; the comprehensive management comprises data management, platform authentication, platform construction and platform supervision;
s2, performing buffer area arrangement and data format classification on the collected construction data;
s3, carrying out identity authentication and access inquiry on the staff applying for access, granting corresponding authority, and carrying out coding encryption processing on the data of which the format is classified; the coding mode during coding comprises a unipolar code, a polar code, a bipolar code, a return-to-zero code and a biphase code;
s4, generating a search library, carrying out corresponding search in the search library to judge whether a converted data result exists, carrying out corresponding data format conversion processing according to requirements, carrying out synchronous backup processing, wherein the data formats comprise explicit data format conversion and implicit data format conversion, the explicit data format conversion is used for executing instructions of conversion formats required by staff, the implicit data format conversion is used for autonomously converting formats required by the system, carrying out corresponding search in the search library to judge whether the converted data result exists or not, directly extracting corresponding data to the next link when the converted data result exists, carrying out acceleration conversion, and carrying out data transmission to the next link when the converted data result does not exist, and carrying out normal conversion.
Further, the construction data conversion system comprises a construction data acquisition unit, a data coding access library, a data retrieval conversion unit and a platform construction data supervision unit, wherein the output end of the platform construction data supervision unit is in communication connection with the input end of the construction data acquisition unit, the output end of the construction data acquisition unit is in communication connection with the input end of the data coding access library, and the output end of the data coding access library is in communication connection with the input end of the data retrieval conversion unit.
Further, the construction data acquisition unit comprises a construction data acquisition module, a data group cache area and a data format classification module, wherein the output end of the construction data acquisition module is in communication connection with the input end of the data group cache area, and the output end of the data group cache area is in communication connection with the input end of the data code access library; the construction data acquisition module is used for receiving the key construction data sent by the platform construction data supervision unit, and is also used for sending the key construction data into the data group cache area for caching; the data group cache area is used for receiving the platform construction data sent by the construction data acquisition module, storing the platform construction data into the cache area, and simultaneously sending the processed data group information into the data coding access library for coding processing; the data format classification module is integrated in the data group buffer area and is used for classifying the format of the data in the buffer area.
Further, the data coding access library comprises a data coding module, an access service and authority module and an encryption module, wherein the output end of the data coding module is in communication connection with the input end of the data retrieval conversion unit, and the access service and authority module is in bidirectional communication connection with the data coding module; the data coding module is used for receiving the data which is transmitted by the construction data acquisition unit and is subjected to format classification processing and coding, and the data coding module is simultaneously used for transmitting the coded data to the inside of the data retrieval conversion unit and carrying out data conversion; the access service and authority module is used for carrying out identity authentication and access inquiry on the staff applying for access and granting corresponding authorities; the encryption module is integrated inside the data encoding module and is used for encrypting the encoded data.
Further, the data retrieval and conversion unit comprises a retrieval and comparison module, a data conversion module and a backup module, wherein the output end of the retrieval and comparison module is in communication connection with the input end of the data conversion module; the search comparison module is used for receiving the data which is transmitted by the data coding access library and is used for correspondingly searching whether a converted data result exists in the search library, directly extracting the corresponding data to the data conversion module when the converted data result exists, performing acceleration conversion, and transmitting the data to the data conversion module when the converted data result does not exist, and performing normal conversion; the data conversion module is used for receiving the search result sent by the search comparison module and carrying out corresponding data format conversion processing according to the requirements; the backup module is integrated in the retrieval comparison module and is used for synchronously backing up the received data.
Further, the platform construction data supervision unit comprises a construction data supervision module, a platform management module and a construction data transmission module, wherein the construction data supervision module and the platform management module are both in bidirectional communication connection with the construction data transmission module, and the output end of the construction data transmission module is in communication connection with the input end of the construction data acquisition unit; the construction data supervision module is used for supervising the internal running conditions of the big data platform in real time; the platform management module is used for comprehensively managing the big data platform; the construction data transmission module is used for extracting key construction data in the platform construction data supervision unit, and the construction data transmission module is used for simultaneously transmitting the key construction data to the construction data acquisition unit for acquisition.
Example 1
When the data conversion method is connected to the important construction of a large data platform:
s1, generating a construction data conversion system, performing overall management and real-time supervision on data constructed by a big data platform, wherein the overall management comprises data management, platform authentication, platform construction and platform supervision, the internal operation condition of the big data platform is supervised in real time through a construction data supervision module, the platform management module is used for performing overall management on the big data platform, and important construction data is extracted through a construction data conveying module;
s2, performing buffer area arrangement and data format classification on the collected construction data, wherein the construction data are used for focusing on the construction data through a construction data collection module, the construction data are stored into the buffer area through a data group buffer area, and the data in the buffer area are subjected to format classification through a data format classification module;
s3, carrying out identity authentication and access inquiry on the personnel applying for access through the access service and authority module, granting corresponding authorities, and carrying out coding encryption processing on the data subjected to format classification through the data coding module and the encryption module; the coding mode during coding comprises a unipolar code, a polar code, a bipolar code, a return-to-zero code and a biphase code;
s4, generating a search library, carrying out corresponding search in the search library through a search comparison module to judge whether a converted data result exists, carrying out corresponding data format conversion processing according to requirements, carrying out synchronous backup processing, wherein the data formats comprise explicit data format conversion and implicit data format conversion, the explicit data format conversion is used for executing instructions of conversion formats required by staff, the implicit data format conversion is used for autonomously converting formats required by the system, carrying out corresponding search in the search library to judge whether the converted data result exists, directly extracting corresponding data to the next link when the converted data result exists, carrying out acceleration conversion, carrying out normal conversion to send data to the next link when the converted data result does not exist, and carrying out corresponding data format conversion processing according to requirements through a data conversion module.
Example 2
The data conversion method is connected to factory management:
s1, generating a construction data conversion system, carrying out overall management and real-time supervision on construction data of a factory platform, carrying out real-time supervision on the internal operation condition of the factory platform through a construction data supervision module, carrying out overall management on the factory platform through a platform management module, and extracting important construction data through a construction data conveying module;
s2, performing buffer area arrangement and data format classification on the collected construction data, wherein the construction data are used for focusing on the construction data through a construction data collection module, the construction data are stored into the buffer area through a data group buffer area, and the data in the buffer area are subjected to format classification through a data format classification module;
s3, carrying out identity authentication and access inquiry on factory staff applying for access through an access service and authority module, granting corresponding authorities, and carrying out coding encryption processing on data subjected to format classification through a data coding module and an encryption module;
s4, generating a factory search library, carrying out corresponding search in the search library through a search comparison module to judge whether a converted data result exists or not, carrying out corresponding data format conversion processing according to requirements, carrying out synchronous backup processing, carrying out explicit data format conversion to execute instructions of conversion formats required by factory staff, carrying out implicit data format conversion to autonomously convert formats required by the system, carrying out corresponding search in the completion search library to judge whether the converted data result exists or not, carrying out direct extraction of corresponding data to a next link when the converted data result exists, carrying out acceleration conversion, carrying out data transmission to the next link when the converted data result does not exist, carrying out normal conversion, and carrying out corresponding data format conversion processing according to requirements through a data conversion module.
Specific: in practical application, the system is provided with a plurality of construction data acquisition units, the construction data acquisition units are respectively positioned at different geographic positions, a construction data conversion system is generated, comprehensive management and real-time supervision are carried out on data constructed by a large data platform, the comprehensive management comprises data management, platform authentication, platform construction and platform supervision, the real-time supervision is carried out on the internal running condition of the large data platform through a construction data supervision module, the platform management module is used for carrying out comprehensive management on the large data platform, and important construction data are extracted through a construction data conveying module; the construction data are collected, the construction data are subjected to buffer area arrangement and data format classification, the construction data are used for focusing on the construction data through a construction data collection module, the construction data are stored into the buffer area through a data group buffer area, and the data in the buffer area are subjected to format classification through a data format classification module; the access service and authority module is used for carrying out identity authentication and access inquiry on the personnel applying for access, granting corresponding authorities, and the data coding module and the encryption module are used for carrying out coding encryption processing on the data with the classified formats; the coding mode during coding comprises a unipolar code, a polar code, a bipolar code, a return-to-zero code and a biphase code; generating a search library, carrying out corresponding search in the search library through a search comparison module to judge whether a converted data result exists or not, carrying out corresponding data format conversion processing according to requirements, carrying out synchronous backup processing, wherein the data formats comprise explicit data format conversion and implicit data format conversion, the explicit data format conversion is used for executing instructions of conversion formats required by staff, the implicit data format conversion is used for autonomously converting formats required by the system, carrying out corresponding search in the search library to judge whether the converted data result exists or not, directly extracting corresponding data to the next link when the converted data result exists, carrying out acceleration conversion, carrying out data transmission to the next link when the converted data result does not exist, carrying out normal conversion, carrying out corresponding data format conversion processing according to requirements through a data conversion module, the method comprises the steps of comprehensively managing and supervising data built by a large data platform in real time, carrying out buffer area arrangement and data format classification on collected building data, carrying out identity authentication and access inquiry on personnel applying for access, granting corresponding authorities, carrying out coding encryption processing on data subjected to format classification, generating a search library, carrying out corresponding search in the search library to determine whether converted data results exist or not, carrying out corresponding data format conversion processing according to requirements, carrying out synchronous backup processing, carrying out comprehensive management on the large data platform through a platform management module, carrying out identity authentication and access inquiry on personnel applying for access through an access service and authority module, granting corresponding authorities, shortening the whole flow period, managing data conversion results and corresponding analysis results, visualization and storage are beneficial to realizing data conversion management through internet cloud management and control, and the intelligent level of the data conversion management is improved.
Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. The data conversion method based on the major construction of the big data platform is characterized by comprising the following specific steps:
s1, generating a construction data conversion system, and comprehensively managing and monitoring data constructed by a big data platform in real time;
s2, performing buffer area arrangement and data format classification on the collected construction data;
s3, carrying out identity authentication and access inquiry on the staff applying for access, granting corresponding authority, and carrying out coding encryption processing on the data of which the format is classified;
and S4, generating a search library, correspondingly searching whether converted data results exist in the search library, carrying out corresponding data format conversion processing according to requirements, and carrying out synchronous backup processing.
2. The data conversion method based on the major data platform emphasis construction according to claim 1, wherein the method comprises the following steps: the overall management in step S1 includes data management, platform authentication, platform construction and platform supervision.
3. The data conversion method based on the major data platform emphasis construction according to claim 1, wherein the method comprises the following steps: the encoding mode in the encoding in the step S3 includes a unipolar code, a polar code, a bipolar code, a return-to-zero code and a biphase code.
4. The data conversion method based on the major data platform emphasis construction according to claim 1, wherein the method comprises the following steps: and in the step S4, whether a converted data result exists or not is obtained by corresponding search in the search library, when the converted data result exists, the corresponding data is directly extracted to the next link, acceleration conversion is carried out, and when the converted data does not exist, the data is sent to the next link, and normal conversion is carried out.
5. The data conversion method based on the major data platform emphasis construction according to claim 1, wherein the method comprises the following steps: the data formats in step S4 include an explicit data format conversion for executing an instruction of a conversion format required by a worker and an implicit data format conversion for autonomously converting a format required to be converted inside the system.
6. The data conversion method based on the major data platform emphasis construction according to claim 1, wherein the method comprises the following steps: the construction data conversion system comprises a construction data acquisition unit, a data coding access library, a data retrieval conversion unit and a platform construction data supervision unit, wherein the output end of the platform construction data supervision unit is in communication connection with the input end of the construction data acquisition unit, the output end of the construction data acquisition unit is in communication connection with the input end of the data coding access library, and the output end of the data coding access library is in communication connection with the input end of the data retrieval conversion unit.
7. The data conversion method based on the major data platform emphasis construction according to claim 6, wherein the method comprises the following steps: the construction data acquisition unit comprises a construction data acquisition module, a data group cache area and a data format classification module, wherein the output end of the construction data acquisition module is in communication connection with the input end of the data group cache area, and the output end of the data group cache area is in communication connection with the input end of the data code access library;
the construction data acquisition module is used for receiving the key construction data sent by the platform construction data supervision unit, and is also used for sending the key construction data into the data group cache area for caching;
the data group cache area is used for receiving the platform construction data sent by the construction data acquisition module, storing the platform construction data into the cache area, and simultaneously sending the processed data group information into the data coding access library for coding processing;
the data format classification module is integrated in the data group buffer area and is used for classifying the format of the data in the buffer area.
8. The data conversion method based on the major data platform emphasis construction according to claim 6, wherein the method comprises the following steps: the data coding access library comprises a data coding module, an access service and authority module and an encryption module, wherein the output end of the data coding module is in communication connection with the input end of the data retrieval conversion unit, and the access service and authority module is in bidirectional communication connection with the data coding module;
the data coding module is used for receiving the data which is transmitted by the construction data acquisition unit and is subjected to format classification processing and coding, and the data coding module is simultaneously used for transmitting the coded data to the inside of the data retrieval conversion unit and carrying out data conversion;
the access service and authority module is used for carrying out identity authentication and access inquiry on the staff applying for access and granting corresponding authorities;
the encryption module is integrated inside the data encoding module and is used for encrypting the encoded data.
9. The data conversion method based on the major data platform emphasis construction according to claim 6, wherein the method comprises the following steps: the data retrieval and conversion unit comprises a retrieval and comparison module, a data conversion module and a backup module, wherein the output end of the retrieval and comparison module is in communication connection with the input end of the data conversion module;
the search comparison module is used for receiving the data which is transmitted by the data coding access library and is used for correspondingly searching whether a converted data result exists in the search library, directly extracting the corresponding data to the data conversion module when the converted data result exists, performing acceleration conversion, and transmitting the data to the data conversion module when the converted data result does not exist, and performing normal conversion;
the data conversion module is used for receiving the search result sent by the search comparison module and carrying out corresponding data format conversion processing according to the requirements;
the backup module is integrated in the retrieval comparison module and is used for synchronously backing up the received data.
10. The data conversion method based on the major data platform emphasis construction according to claim 6, wherein the method comprises the following steps: the platform construction data supervision unit comprises a construction data supervision module, a platform management module and a construction data transmission module, wherein the construction data supervision module and the platform management module are both in two-way communication connection with the construction data transmission module, and the output end of the construction data transmission module is in communication connection with the input end of the construction data acquisition unit;
the construction data supervision module is used for supervising the internal running conditions of the big data platform in real time;
the platform management module is used for comprehensively managing the big data platform;
the construction data transmission module is used for extracting key construction data in the platform construction data supervision unit, and the construction data transmission module is used for simultaneously transmitting the key construction data to the construction data acquisition unit for acquisition.
CN202310307178.XA 2023-03-27 2023-03-27 Data conversion method based on major construction of big data platform Pending CN116541445A (en)

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