Abstract: A computer detects, based on a module name of a module included in a machine learning library, a first code for calling a training function for training a machine learning model from a machine learning program. The computer inserts, before the first code, second code for splitting first training data passed to the training function into second training data and test data. The computer rewrites the first code to pass the second training data to the training function. The computer inserts, after the first code, third code for calculating a score based on prediction data, which is generated from the trained machine learning model and input data included in the test data, and correct answer data included in the test data.

Abstract: An apparatus selects services to be used by a user from a plurality of candidates for services used to execute a program. The apparatus acquires a constraint condition and the program. When executing the acquired program, the apparatus specifies a set of services satisfying the constraint condition from the plurality of candidates based on a code pattern included in the program, and uses the specified set of services to execute the program.

Abstract: An apparatus tests specific processing performed by plural computing machine resources provided by one or plural computers. The apparatus adds an instruction request command to request an instruction from the apparatus at a predetermined position in a source code of the specific processing performed by each computing machine resource, and generates the source code with an additional command.

Abstract: An information processing system includes a management apparatus that includes a first processor configured to store first information on an access token indicating that a right to call an application programming interface exists and second information on the application programming interface in a memory, and execute an exchange for a different access token by using the first information and the second information stored in the memory; and a client apparatus that includes a second processor configured to provide the application programming interface or use the application programming interface by utilizing the exchange for the different access token by the management apparatus.

Abstract: A memory holds a code pattern, a first template indicating a format of a program which defines that a system performs certain processing in response to a processing request, and a second template indicating a format of a program which sends the processing request to the system via a network. A processor generates, by acquiring a first program, detecting a first code matching the code pattern in the first program, and using the first code and the first template, a second program which defines that the system performs processing corresponding to the first code. The processor generates, by detecting a second code dependent on the first code in the first program and using the second code and the second template, a third program to be executed by another system different from the system.

Abstract: An apparatus selects services to be used by a user from a plurality of candidates for services used to execute a program. The apparatus acquires a constraint condition and the program. When executing the acquired program, the apparatus specifies a set of services satisfying the constraint condition from the plurality of candidates based on a code pattern included in the program, and uses the specified set of services to execute the program.

Abstract: A management device includes: a processor configured to: store, in a storage, request history information indicating a history of an Application Programming Interface (API) request transmitted by an application and an access-number management table representing number of times API access of the application is able to be made in each unit time; calculate, upon reception of the API request, as for an application having transmitted the API request, a stability based on transition of contents of the API request from the application and the request history information; change the number of times API access of the application is able to be made according to the stability; and upon reception of the API request from the application, compare number of times of access of the application and the number of times API access of the application is able to be made, and determine whether acceptance of the API request is made.

Abstract: A relationship analyzing unit generates an assumed endpoint based on class relationship information. A log analyzing unit refers to the class relationship information and extracts noun-verb information from an access log, and an actual endpoint generating unit generates an actual endpoint by converting a verb in the noun-verb information into an HTTP method name and converting a noun therein into a path. A merge unit identifies an endpoint included in assumed endpoints generated by the relationship analyzing unit, as a specification endpoint, among actual endpoints.

Abstract: A memory holds a code pattern, a first template indicating a format of a program which defines that a system performs certain processing in response to a processing request, and a second template indicating a format of a program which sends the processing request to the system via a network. A processor generates, by acquiring a first program, detecting a first code matching the code pattern in the first program, and using the first code and the first template, a second program which defines that the system performs processing corresponding to the first code. The processor generates, by detecting a second code dependent on the first code in the first program and using the second code and the second template, a third program to be executed by another system different from the system.

Abstract: An information processing system includes a management apparatus that includes a first processor configured to store first information on an access token indicating that a right to call an application programming interface exists and second information on the application programming interface in a memory, and execute an exchange for a different access token by using the first information and the second information stored in the memory; and a client apparatus that includes a second processor configured to provide the application programming interface or use the application programming interface by utilizing the exchange for the different access token by the management apparatus.

Abstract: An apparatus tests specific processing performed by plural computing machine resources provided by one or plural computers. The apparatus adds an instruction request command to request an instruction from the apparatus at a predetermined position in a source code of the specific processing performed by each computing machine resource, and generates the source code with an additional command.

Abstract: An information processing apparatus includes a storage unit and a processing unit. The storage unit stores therein first authentication information corresponding to an account of a user on a server, and a session ID generated by the server when the user logs in. Upon receipt of a processing request including second authentication information from a user apparatus operated by the user, the processing unit checks the second authentication information against the first authentication information. If the second authentication information and the first authentication information match, the processing unit includes the session ID in an acquisition request for data to be used in processing that is performed in accordance with the processing request, and sends the acquisition request to the server.

Abstract: A relationship analyzing unit generates an assumed endpoint based on class relationship information. A log analyzing unit refers to the class relationship information and extracts noun-verb information from an access log, and an actual endpoint generating unit generates an actual endpoint by converting a verb in the noun-verb information into an HTTP method name and converting a noun therein into a path. A merge unit identifies an endpoint included in assumed endpoints generated by the relationship analyzing unit, as a specification endpoint, among actual endpoints.

Abstract: A non-transitory computer-readable recording medium having stored therein a program that causes a computer to execute a process includes transmitting authentication information to a first server with which a communication session is to be started and acquiring session information from the first server; and transferring the acquired session information to a second server and continuing the communication session with the first server via the second server.

Abstract: A management device includes: a processor configured to: store, in a storage, request history information indicating a history of an Application Programming Interface (API) request transmitted by an application and an access-number management table representing number of times API access of the application is able to be made in each unit time; calculate, upon reception of the API request, as for an application having transmitted the API request, a stability based on transition of contents of the API request from the application and the request history information; change the number of times API access of the application is able to be made according to the stability; and upon reception of the API request from the application, compare number of times of access of the application and the number of times API access of the application is able to be made, and determine whether acceptance of the API request is made.