Automatic data checking method, system and equipment

Abstract

The embodiment of the invention discloses an automatic data checking method, which comprises the following steps of: receiving statistic data from a subordinate data quality checking system by a superior data quality checking system; carrying out completeness checking on the statistic data by the superior data quality checking system; carrying out reasonability checking on the statistic data by the superior data quality checking system when the completeness checking result shows that the statistic data is complete; and determining the statistic data to be normal data by the superior data quality checking system when the reasonability checking result shows that the statistic data is reasonable. In the invention, the checking granularity of the data quality is more careful through carrying out the completeness checking and the reasonability checking on the statistic data, so that the correctness checking of the data is realized and the feedback of the data quality checking result is more timely and convenient.

Description

technical field [0001] The invention relates to the field of communication technology, in particular to a data automatic verification method, system and equipment. Background technique [0002] With the continuous development of telecommunication companies, the competition in the telecommunication industry is becoming more and more fierce. On the one hand, customers can choose more and more telecommunication services and telecommunication companies. Network access has caused a large-scale loss of customers, resulting in a decline in the business income of telecom companies, low efficiency in customer development, and high costs; on the other hand, due to the rapid growth of telecom customers, a customer base with very different needs has been formed Various new services for different groups of people are constantly launched. Telecom companies need to analyze the market and customer groups and recommend the most suitable services to customers who need them most, so as to achi...

AI Technical Summary

Problems solved by technology

[0007] When checking the timeliness and integrity of the data file at the minimum granularity, only the timeliness and integrity of the data file itself can be verified, but whether the actual data records and fields inside the data file are complete and the format is correct cannot be verified. Verification, the accuracy of the verification is poor; and the verification results are recorded in the form of logs, which cannot be fed back in real time

[0008] The above-mentioned method for processing the data consistency of the upper and lower layer network management in the telecommunications management network is to verify the consistency, that is, under the condition of synchronization rules, if the data is completely consistent, the data is correct, otherwise the data is abnormal, the processing method It is used in systems that require high precision, such as network management systems, and is not suitable for analysis systems that use statistics of various indicators to describe data change trends and laws, and the verification results do not have real-time feedback.

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