Cc_library Transitivity Issues: A Deep Dive & Solutions
Bazel, a popular open-source build system, offers a powerful set of rules for managing complex software projects. Among these, the cc_library rule plays a crucial role in building C and C++ libraries. However, the default transitivity behavior of cc_library and its related rules can sometimes lead to unexpected and undesirable consequences. This article dives deep into the issue of aggressive transitivity within Bazel's cc_library rules, exploring its implications and potential solutions.
The Problem: Overly Broad Dependencies
At the heart of the issue lies the way Bazel handles transitive dependencies. In essence, transitivity means that if project A depends on project B, and project B depends on project C, then project A implicitly depends on project C as well. While this concept is generally helpful for managing dependencies, the default behavior in cc_library can be overly aggressive.
To illustrate this, consider a scenario with three components: one, libtwo, and libthree. Let's say one is a C binary, libtwo is a C library, and libthree is another C library. The dependencies are structured as follows:
c_binary: one
- srcs: one.c
- hdrs: one.h
- deps:
- c_library: libtwo
- srcs: two.c
- hdrs: two.h
- private_hdrs: two_priv.h
- defines: THIS_IS_LIBTWO
- deps:
- c_library: libthree
- srcs: three.c
- hdrs: three.h
- private_hdrs: three_priv.h
- defines: THIS_IS_LIBTHREE
In this setup, one depends on libtwo, and libtwo depends on libthree. The intended structure is that one's public API is defined by one.h, libtwo's public API by two.h, and libthree's public API by three.h. However, the aggressive transitivity of cc_library introduces a few problems.
Unnecessary Header Inclusion
One significant issue is that the header files from libthree (three.h) are inadvertently included in the compilation environment of one. This is not ideal because one only explicitly declares a dependency on libtwo. one should not need to know about the internal details of libthree, as it's only interacting with libtwo's public API. Ideally, libthree should only be a linking dependency for one, meaning it's required during the linking phase but not during compilation.
If one truly needs to depend on libthree at compile time, it should explicitly declare this dependency in its deps attribute. This would clearly signal the intended relationship and ensure that the headers are included intentionally.
Unwanted Macro Definitions
Another problematic consequence of aggressive transitivity is the propagation of macro definitions. In our example, both -DTHIS_IS_LIBTWO and -DTHIS_IS_LIBTHREE are added to the compilation command for one. This can lead to what's known as "action at a distance," where changes in one part of the dependency graph unexpectedly affect other, seemingly unrelated parts.
This is particularly concerning for macros that are interpreted by the compiler itself, such as -D_XOPEN_SOURCE. Defining such macros transitively can inadvertently alter the behavior of system headers and introduce subtle bugs that are difficult to track down. It's much safer and more maintainable to limit macro definitions to the libraries where they are actually needed.
Why This Matters: Real-World Implications
These issues might seem minor in a simplified example, but they can have significant implications in larger, more complex projects.
Increased Compilation Time
Including unnecessary headers can bloat the compilation process, increasing build times. This is because the compiler has to parse and process more code than is actually required.
Potential for Naming Conflicts
When headers from multiple libraries are included, there's a higher risk of naming conflicts. If two libraries define symbols with the same name, the compiler might produce errors or, even worse, silently choose the wrong definition, leading to runtime bugs.
Reduced Code Clarity and Maintainability
Aggressive transitivity obscures the true dependencies between components, making it harder to understand the codebase and reason about its behavior. This can increase the effort required for maintenance and refactoring.
Action at a Distance Bugs
As mentioned earlier, the propagation of macro definitions can lead to unexpected and hard-to-debug issues. A change in one library might inadvertently affect the behavior of another, seemingly unrelated library.
Potential Solutions and Best Practices
Fortunately, there are several strategies to mitigate the problems caused by aggressive transitivity in cc_library rules.
1. Explicit Dependencies
The most straightforward solution is to declare dependencies explicitly. If a component truly needs to depend on another component at compile time, it should be listed in the deps attribute. This makes the dependency graph clear and avoids unintentional inclusion of headers.
2. Interface Libraries
One effective technique is to introduce interface libraries. An interface library is a cc_library that consists solely of header files, defining the public API of a component. Other libraries can then depend on this interface library, without implicitly depending on the implementation details.
For example, instead of libtwo directly depending on libthree, it could depend on libthree_interface, which would only contain the public header files of libthree. This approach helps to isolate dependencies and prevent unwanted transitive inclusion of headers.
3. Careful Use of defines
Macro definitions should be used sparingly and with caution. Avoid defining macros that affect system headers or have broad global effects. If a macro is only needed within a specific library, it should be defined within that library and not propagated transitively.
Consider using more modern C++ techniques, such as namespaces and strongly typed enums, to avoid the need for macros altogether.
4. Header Minimization
Another helpful practice is to minimize the number of headers included in public header files. Only include the headers that are absolutely necessary for the public API. This reduces the risk of transitive dependencies and keeps header files clean and focused.
5. Using Private Headers
Leverage the private_hdrs attribute in cc_library. This attribute allows you to specify headers that are only used internally within the library and should not be exposed to dependent targets. This is a great way to encapsulate implementation details and prevent unnecessary transitive dependencies.
6. Selective Header Inclusion (Advanced)
For more fine-grained control, Bazel offers features like header modules and header maps. These techniques allow you to specify exactly which headers should be included in a given compilation, providing maximum flexibility and control over dependencies. However, these approaches are more complex and should be used when other solutions are not sufficient.
Example: Applying the Solutions
Let's revisit our earlier example and see how we can apply these solutions to address the aggressive transitivity issues.
Original Configuration (Problematic):
c_binary: one
- srcs: one.c
- hdrs: one.h
- deps:
- c_library: libtwo
- srcs: two.c
- hdrs: two.h
- private_hdrs: two_priv.h
- defines: THIS_IS_LIBTWO
- deps:
- c_library: libthree
- srcs: three.c
- hdrs: three.h
- private_hdrs: three_priv.h
- defines: THIS_IS_LIBTHREE
Solution 1: Interface Library for libthree
We can create an interface library for libthree:
c_library: libthree_interface
- hdrs: three.h
c_library: libthree
- srcs: three.c
- hdrs: three.h
- private_hdrs: three_priv.h
- defines: THIS_IS_LIBTHREE
c_library: libtwo
- srcs: two.c
- hdrs: two.h
- private_hdrs: two_priv.h
- defines: THIS_IS_LIBTWO
- deps: ["libthree_interface"]
c_binary: one
- srcs: one.c
- hdrs: one.h
- deps: ["libtwo"]
Now, libtwo depends on libthree_interface, which only includes the public header three.h. This prevents the private headers and macro definitions of libthree from leaking into the compilation environment of one.
Solution 2: Limit Macro Definitions
Instead of defining THIS_IS_LIBTHREE in libthree, we can consider alternatives or limit its scope. If the macro is only needed within libthree, we can avoid defining it globally.
c_library: libthree
- srcs: three.c
- hdrs: three.h
- private_hdrs: three_priv.h
# Removed global define: - defines: THIS_IS_LIBTHREE
If the macro is necessary for conditional compilation within libthree, we can explore other mechanisms, such as feature flags or configuration options, to avoid global macro definitions.
Conclusion: Managing Transitivity for Robust Builds
The aggressive transitivity of cc_library rules in Bazel can lead to various issues, including unnecessary header inclusion, unwanted macro definitions, and increased compilation times. However, by understanding the problem and applying appropriate solutions, such as explicit dependencies, interface libraries, and careful use of macros, we can build more robust, maintainable, and efficient C++ projects.
By adopting these best practices, you can ensure that your Bazel builds are well-structured, easy to understand, and less prone to unexpected issues caused by transitive dependencies.
For more information on Bazel and dependency management, you can explore the official Bazel documentation: https://bazel.build/. This trusted resource provides comprehensive guidance on all aspects of Bazel, including dependency management best practices.