Accelerating API-Based Program Synthesis via API Usage Pattern Mining
نویسندگان
چکیده
منابع مشابه
MAPO: Mining and Recommending API Usage Patterns
To improve software productivity, when constructing new software systems, programmers often reuse existing libraries or frameworks by invoking methods provided in their APIs. Those API methods, however, are often complex and not well documented. To get familiar with how those API methods are used, programmers often exploit a source code search tool to search for code snippets that use the API m...
متن کاملMining usage patterns for the Android API
API methods are not used alone, but in groups and following patterns. However, despite being a key information for API users, most usage patterns are not described in official API documents. In this article, we report a study that evaluates the feasibility of automatically enriching API documents with information on usage patterns. For this purpose, we mine and analyze 1,952 usage patterns, fro...
متن کاملExtracting More Object Usage Scenarios for API Protocol Mining
Automatic protocol mining is a promising approach to infer precise and complete API protocols. However, the effect of the approach largely depends upon the quality of input object usage scenarios, in terms of noise and diversity. This paper aims to extract as many object usage scenarios as possible from object-oriented programs for automatic protocol mining. A large corpus of object usage scena...
متن کاملDistributed API Protocol Mining
Dynamic Protocol Mining (DPM) techniques are a promising approach to infer useful API protocols automatically. However, their results are biased to input test cases and the instrumentation overhead discounts their usability in industrial practice. In this paper, we propose a distributed dynamic protocol mining framework NSpecMiner. Our framework is based on a client-server architecture, where t...
متن کاملAPI Usage and Message Passing in NENA
The design and specification of new network protocols that aim at solving issues of currently deployed ones is a long, tedious process. It requires Internet-wide consensus and often leads to compromises. Although stable and interoperable implementations of protocols are part of the protocol specification process, new protocols suffer from another problem: acceptance and use by application devel...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2019
ISSN: 2169-3536
DOI: 10.1109/access.2019.2950232