test_external_codegen.py
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[RUNTIME][IR] Allow non-nullable ObjectRef, introduce Optional<T>. (#5314) · fc75de9d
* [RUNTIME] Allow non-nullable ObjectRef, introduce Optional<T>. We use ObjectRef and their sub-classes extensively throughout our codebase. Each of ObjectRef's sub-classes are nullable, which means they can hold nullptr as their values. While in some places we need nullptr as an alternative value. The implicit support for nullptr in all ObjectRef creates additional burdens for the developer to explicitly check defined in many places of the codebase. Moreover, it is unclear from the API's intentional point of view whether we want a nullable object or not-null version(many cases we want the later). Borrowing existing wisdoms from languages like Rust. We propose to introduce non-nullable ObjectRef, and Optional<T> container that represents a nullable variant. To keep backward compatiblity, we will start by allowing most ObjectRef to be nullable. However, we should start to use Optional<T> as the type in places where we know nullable is a requirement. Gradually, we will move most of the ObjectRef to be non-nullable and use Optional<T> in the nullable cases. Such explicitness in typing can help reduce the potential problems in our codebase overall. Changes in this PR: - Introduce _type_is_nullable attribute to ObjectRef - Introduce Optional<T> - Change String to be non-nullable. - Change the API of function->GetAttr to return Optional<T> * Address review comments * Upgrade all compiler flags to c++14 * Update as per review comment
Tianqi Chen committed