GENERATION METHOD AND INFORMATION PROCESSING APPARATUS
A computer acquires first partial log data extracted from first log data output by an information processing system. The computer generates, by entering the first partial log data to a trained machine learning model, a search program for searching second log data for second partial log data having a common pattern with the first partial log data by using the machine learning model.
1 . A non-transitory computer-readable recording medium storing therein a computer program that causes a computer to execute a process comprising:
acquiring first partial log data extracted from first log data output by an information processing system; and
generating, by entering the first partial log data to a trained machine learning model, a search program for searching second log data for second partial log data having a common pattern with the first partial log data by using the machine learning model.
2 . The non-transitory computer-readable recording medium according to claim 1 , wherein the search program includes a regular expression indicating the pattern.
3 . The non-transitory computer-readable recording medium according to claim 1 ,
wherein the machine learning model is a natural language processing model for generating an output text from an input text, and
wherein the generating includes entering the first partial log data and an instruction instructing generation of the search program to the machine learning model and causing the machine learning model to output the search program.
4 . The non-transitory computer-readable recording medium according to claim 3 , wherein the generating further includes entering, to the machine learning model, sample data in which third partial log data is associated with another search program capable of searching for the third partial log data.
5 . The non-transitory computer-readable recording medium according to claim 1 , wherein the first partial log data is a part of the first log data, the part being quoted by failure report data indicating a failure in the information processing system.
6 . The non-transitory computer-readable recording medium according to claim 1 , wherein the process further includes executing the search program on the second log data and extracting the second partial log data from the second log data.
7 . A generation method comprising:
acquiring, by a processor, first partial log data extracted from first log data output by an information processing system; and
generating, by the processor, by entering the first partial log data to a trained machine learning model, a search program for searching second log data for second partial log data having a common pattern with the first partial log data by using the machine learning model.
8 . An information processing apparatus comprising:
a memory configured to store first partial log data extracted from first log data output by an information processing system; and
a processor coupled to the memory and the processor configured to generate, by entering the first partial log data to a trained machine learning model, a search program for searching second log data for second partial log data having a common pattern with the first partial log data by using the machine learning model.