Abstract: A network system in an enclosure includes one or more interactive targets such as tintable windows, HVAC components, sensors, computing devices, media display devices, and/or service devices. Diverse types of local and remote interfaces are employed for facilitating remote (e.g., indirect) manipulation of the interactive target(s), for example, using a digital twin (e.g., representative virtual model) of a facility and/or a mobile circuitry of a user. The environment and/or targets may be controlled according to preferences and/or requests of its user(s).

Abstract: An information completion method includes: obtaining, for information to be completed, prefix information and suffix information from original input information; obtaining a first candidate token a first direction, a probability of the first candidate token, a second candidate token on a second direction and a probability of the second candidate token, by performing a completion prediction on the information to be completed using a preset information completion model based on the prefix information and the suffix information; determining a target completion direction from the first direction and the second direction based on the probability of the first candidate token and the probability of the second candidate token; and filling a token bit to be filled along the target completion direction with the first candidate token or the second candidate token corresponding to the target completion direction.

Abstract: The disclosure provides a code completion method based on a big model. The method includes: determining a first code element where a position to be completed is located in a first code file to be completed; determining a second code file having a dependency relationship with the first code file from a development project to which the first code file belongs; determining, according to the first code element, a second code element whose correlation with the first code element meets a preset condition, in which the second code element belongs to at least one of the first code file or the second code file; and generating a target code corresponding to the position to be completed through a big model based on a signature of the second code element.

Abstract: There is provided a code recommendation method and apparatus, an electronic device and a storage medium, which relates to the field of software development technologies, artificial intelligence technologies, or the like. A specific implementation includes: acquiring a relevant code segment required by a recommended code from a current code file; acquiring code dependence information required by the recommended code; and performing code recommendation based on the relevant code segment, the code dependence information and a pre-trained code recommendation model.

Abstract: A method for auxiliary processing of a software development, a device, a storage media and a program product are provided, which relate to fields of a software research and development, a cloud server, and the like in computer technology.

Abstract: Disclosed herein as methods, apparatuses, non-transitory computer readable media, and systems for controlling atmospheric quality of an enclosed zone (e.g., at least one enclosure, an enclosure, or a portion of an enclosure), e.g., by controlling ventilation of the zone and/or adjusting a chemical content of an atmosphere of the enclosed zone.

Abstract: A network system in an enclosure includes one or more interactive targets such as tintable windows, HVAC components, sensors, computing devices, media display devices, and/or service devices. Diverse types of local and remote interfaces are employed for facilitating remote (e.g., indirect) manipulation of the interactive target(s), for example, using a digital twin (e.g., representative virtual model) of a facility and/or a mobile circuitry of a user. The environment and/or targets may be controlled according to preferences and/or requests of its user(s).

Abstract: The present application discloses a data processing method and apparatus, a device, and a storage medium. The specific implementation solution is: acquiring attribute information of a detection object, where the attribute information includes a type of the detection object and at least one of the following: a level coefficient of the detection object and a validity of the detection object; a processing module, configured to test a tested object by the detection object according to the type of the detection object to obtain a test result, where the test result includes first abnormal information detected in the tested object; the processing module is further configured to update the attribute information of the detection object according to the test result. In the above solution, the attribute information of the detection object needs no manual intervention and can be updated in time, thereby reducing quality risks.