CN-122019541-A - Ship inspection data processing method, equipment and medium based on edge calculation

CN122019541ACN 122019541 ACN122019541 ACN 122019541ACN-122019541-A

Abstract

The invention discloses a ship inspection data processing method, equipment and medium based on edge calculation, which relate to the technical field of information retrieval and comprise the steps of executing consistency analysis and standardization verification on low-code configuration data of a current ship inspection task in an edge calculation node to generate a preliminary data set, and converting the preliminary data set into a field configuration set, a view configuration set and a certificate template configuration set through configuration driving structured mapping operation; mapping the acquired ship multi-mode inspection data into an original data set corresponding to the field configuration set, attaching a time identifier and a space identifier to each acquisition record in the original data set to form a space-time labeling result set, and recombining the space-time labeling result set into structural inspection data. The invention completes consistency analysis and standardization verification on the low-code configuration data and forms a configuration result which can be directly reused, thereby being beneficial to improving the stability of field data processing, the task-crossing reusability and the consistency of the subsequent certificate.

Inventors

FENG XI
SUN HAO
GAO YIFEI
LI JIN
WU HAO
ZHANG LE

Assignees

中国船级社实业有限公司

Dates

Publication Date: 20260512
Application Date: 20260127

Claims (10)

1. A ship inspection data processing method based on edge calculation is characterized by comprising the following steps of, In the edge computing node, performing consistency analysis and standardization verification on low-code configuration data of a current ship inspection task to generate a preliminary data set, and converting the preliminary data set into a field configuration set, a view configuration set and a certificate template configuration set through configuration driving structural mapping operation; mapping the acquired multi-mode ship inspection data into an original data set corresponding to the field configuration set, adding a time identifier and a space identifier to each acquisition record in the original data set to form a space-time labeling result set, and recombining the space-time labeling result set into structural inspection data; according to the aggregation calculation rule in the configuration set of the certificate template, carrying out grouping statistics and text generation on the structured check data to obtain certificate field values, establishing field-level association relations between each certificate field value and the corresponding structured check data, and integrating all field-level association relations to form a traceable mapping index set; The view field is taken as an index dimension, a traceable mapping index set is sorted to generate a multi-dimensional retrieval index, a check view is generated according to the multi-dimensional retrieval index and a view configuration set, and the multi-dimensional retrieval index and the check view are combined to form an edge retrieval view index set; and receiving a test data processing request, performing multidimensional search in the edge search view index set according to the test data processing request to obtain a test view and a field level association relationship, and generating a ship test data processing document according to the test view and the field level association relationship.
2. The method for processing ship verification data based on edge calculation according to claim 1, wherein the step of performing consistency analysis and normalization verification on the low-code configuration data of the current ship verification task in the edge calculation node to generate a preliminary data set comprises the following steps, Acquiring low-code configuration data in the edge computing node according to the current ship inspection task identifier, and executing grammar analysis and structure analysis on the low-code configuration data to obtain an original configuration data set; performing consistency check of field identification, reference relation and constraint information on the original configuration data set, and obtaining a configuration consistency passing record set after all the checks are passed; And carrying out normalization processing and format unification on the configuration consistency through the record set to generate a preliminary data set.
3. The method for processing ship inspection data based on edge computation of claim 2, wherein said converting the preliminary data set into the field configuration set, the view configuration set and the certificate template configuration set by the configuration driven structured mapping operation comprises the following steps, Extracting field attribute information from the primary data set, sorting the field attribute information and grouping according to field identification to form a field configuration set; extracting a test view configuration record from the preliminary data set, executing field identification matching on the test view configuration record by combining field attribute information, reserving matching results, and sorting all the matching results into a view configuration set; and extracting a certificate template configuration record from the preliminary data set, determining a certificate field set and an aggregation calculation rule by combining field attribute information, and generating the certificate template configuration set.
4. The method for processing ship inspection data based on edge calculation according to claim 3, wherein the mapping of the collected ship multi-modal inspection data into the original data set corresponding to the field configuration set comprises the following steps, Acquiring multi-mode inspection data of the ship, and matching field identifications in the field configuration set according to the data source identifications; and filling the data content of the multi-mode test data of the ship into the field positions corresponding to the matched field identifiers to form original data records, and collecting all the original data records to generate an original data set.
5. The method for processing ship inspection data based on edge calculation of claim 4, wherein each acquisition record in the original data set is added with a time identifier and a space identifier to form a space-time labeling result set, the space-time labeling result set is recombined into structural inspection data, and the method comprises the following specific steps of, Adding acquisition time points to each original data record in an original data set to form a time mark, associating position coordinates to form a space mark, and summarizing the added results to obtain a space-time labeling result set; Traversing the empty annotation result set, only preserving the fields matched with the view field sequence in the view configuration set, and arranging according to the order of the view field sequence to generate the structured check data.
6. The method for processing ship inspection data based on edge calculation according to claim 5, wherein the forming of the traceable mapping index set comprises the following steps, Determining grouping basis according to the aggregation calculation rule information, and grouping the structured test data to form a data grouping set; Performing statistical calculation and text generation on each data packet in the data packet set according to the aggregation calculation rule information to obtain a certificate field value; Recording a certificate field, a group identifier and structural check data corresponding to each certificate field value, establishing a field-level association relation between the certificate field value and the structural check data through the certificate field and the group identifier, and integrating all field-level association relations to form a traceable mapping index set.
7. The method for processing ship inspection data based on edge calculation according to claim 6, wherein the forming of the index set of the edge search view comprises the following steps, Extracting field-level association relations matched with field identifications of view field sequences from a traceable mapping index set, and integrating the field-level association relations into a view collection result set; Traversing field-level association relations in the view aggregation result set, and reading structured test data for each field-level association relation; Extracting view field values from the structured test data, and executing unification and sequencing according to the corresponding view field sequences to obtain an index key element sequence set; generating an index key according to the index key element sequence set, taking the index key and the corresponding field level association relationship as the same index item, and collecting all the index items to generate a multidimensional retrieval index; And assembling the view field values into view rows, collecting all the view rows to form a check view, and pairing and summarizing the multidimensional retrieval index and the check view to form an edge retrieval view index set.
8. The method for processing ship inspection data based on edge calculation according to claim 7, wherein the generating of the ship inspection data processing document according to the inspection view and field level association relation comprises the following steps, Receiving a test data processing request, executing structural analysis, and extracting a view field sequence, view field retrieval conditions and an output range; Positioning the corresponding multidimensional retrieval index and the inspection view according to the view field sequence in the edge retrieval view index set to obtain an index view pair; performing unification and serialization processing on the view field retrieval conditions to generate a request retrieval key, performing multidimensional retrieval by the request retrieval key in the multidimensional retrieval index to obtain a field level association relationship corresponding to the request retrieval key, and positioning a corresponding view row in the inspection view to form a retrieval result set; and matching and sorting view rows in the search result set and field level association relations according to a request search key, and generating a ship inspection data processing document according to an output range.
9. A computer device comprises a memory and a processor, wherein the memory stores a computer program, and the computer program is characterized in that the processor realizes the steps of the ship inspection data processing method based on edge calculation according to any one of claims 1-8 when executing the computer program.
10. A computer-readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method for processing ship inspection data based on edge computation according to any one of claims 1 to 8.

Description

Ship inspection data processing method, equipment and medium based on edge calculation Technical Field The invention relates to the technical field of information retrieval, in particular to a ship inspection data processing method, equipment and medium based on edge calculation. Background With the digital advancement of ship inspection operation, edge calculation is gradually used for completing on-site processing and quick output of inspection data on site such as wharfs and docks, the capabilities of acquisition access, structural arrangement, retrieval presentation, document generation and the like are carried on the edge side, dependence on far-end links and central calculation force is reduced, real-time response and on-site collaboration efficiency under the condition of weak network are improved, and related applications are expanded from single data input to integrated requirements of multi-source data aggregation, visual display and certificate document output. The existing method has the defects that the low code configuration multi-source iteration of the inspection task and consistency analysis and standardization verification are lacking, field caliber, view field sequence and certificate template caliber are easy to be inconsistent, so that multi-mode inspection data field mapping is unstable, structural results cannot be reused among different tasks, in addition, certificate field values are generated by the aggregation of the structural inspection data and lack of field-level association and traceable indexes, the certificate field values are difficult to trace back to specific source data, and the multi-dimensional search index and inspection view pairing organization facing a request is lacking, so that edge side search positioning cost is high and output is inaccurate according to needs. Disclosure of Invention The present invention has been made in view of the above-described problems occurring in the prior art. Therefore, the invention provides a ship inspection data processing method based on edge calculation, which solves the problems of inconsistent configuration caliber and difficult traceability of results. In order to solve the technical problems, the invention provides the following technical scheme: In a first aspect, the present invention provides a ship inspection data processing method based on edge computation, which includes, in an edge computation node, performing consistency analysis and standardization verification on low code configuration data of a current ship inspection task, generating a preliminary data set, and converting the preliminary data set into a field configuration set, a view configuration set and a certificate template configuration set through configuration driving structured mapping operation; the method comprises the steps of mapping collected ship multi-mode test data into an original data set corresponding to a field configuration set, attaching a time mark and a space mark to each collected record in the original data set to form a space-time labeling result set, recombining the space-time labeling result set into structured test data, carrying out grouping statistics and text generation on the structured test data according to an aggregation calculation rule in a certificate template configuration set to obtain certificate field values, establishing field-level association relations between each certificate field value and the corresponding structured test data, integrating all field-level association relations to form a traceable mapping index set, sorting the traceable mapping index set by taking a view field as an index dimension to generate a multidimensional search index, generating a test view according to the multidimensional search index and the view configuration set, combining the multidimensional search index with the test view to form an edge search view index set, receiving a test data processing request, carrying out multidimensional search in the edge search view index set according to the test data processing request to obtain a test view and a field-level association relation, and generating a ship test data processing document according to the test view and the field-level association relation. In the edge computing node, consistency analysis and standardization verification are carried out on low-code configuration data of a current ship inspection task to generate a preliminary data set, and the specific steps are as follows, Acquiring low-code configuration data in the edge computing node according to the current ship inspection task identifier, and executing grammar analysis and structure analysis on the low-code configuration data to obtain an original configuration data set; performing consistency check of field identification, reference relation and constraint information on the original configuration data set, and obtaining a configuration consistency passing record set after all the checks are passed; And carrying out