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Key-value C++ datastructures for organised hierarchical storage
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ctx: Key-value C++ datastructures for organised hierarchical storage

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A common pattern in numerical computation is that input parameters or computed simulation data should be stored in a tree-like, hierarchical fashion. This is no surprise, since different steps of a simulation algorithm often deal with larger numbers of parameters or data, where only a subset is of concern for any other part of the complete simulation procedure. Thus it makes sense to keep the data, which deals with one step of the simulation, well-separated from the data of any other step. A tree-like structure, where different steps associate with different subtrees is a very intuitive approach to achieve that, effectively shielding the context of objects related to one step from the objects of others. At the same time this naturally allows to represent the structure of the simulation framework in the storage scheme as well.

This library offers a C++ implementation of of such a tree-like string-to-value mapping, the CtxMap. While the key in such a mapping is taken to be a path-like string such as /this/is/a/path/to/a/value, the value can be of arbitrary type. My means of rich functionality, such as views into subtrees or iterators over ranges of keys, navigating and accessing such a hierarchical data storage from different parts of a code is greatly facilitated.

Other key features include:

  • Based on shared_ptr: All data is stored as std::shared_ptr integrating well into the C++ standard library and modern C++ codes.
  • Type safety: Even though arbitrary types may be stored inside a CtxMap, an explicit checking mechanism makes sure that the type is kept consistent.
  • Thread-safety: Access to the CtxMap should be thread-safe, even though this has not been properly tested.

Obtaining and building ctx

Check out the ctx git repository. All compilers starting from clang-3.5 and gcc-4.8 should be able to build the code. C++11 support is required.

To build and test:

mkdir build && cd build
cmake ..
cmake --build .


The driving force behind ctx was to provide a more modern approach to the concept of a context storage as it was implemented in the libctx library of the quantum-chemistry package Q-Chem. For this the design of data structures such as the PamMap, and the GenMap was expanded to support all functionality of libctx, leading to the CtxMap. Based on the CtxMap back-end, ctx provides a compatibility layer, which offers (almost) the same interface as the original libctx by E. Epifanovsky et. al.. Under the hood the more flexible CtxMap interface is always accessible, allowing new take to make use of it in a backwards-compatible way. As of March 2019, ctx has fully replaced libctx inside the Q-Chem source tree.

Differences between Q-Chem's libctx and ctx

As mentioned above ctx and libctx largely have the same interface, but in order to simplify the implementation with the CtxMap support for a few features were dropped. Most notable deviations from libctx:

  • params has no support for iterators
  • Keys inside params objects may not contain the character "/".

Improvements over libctx include:

  • The libctx::root_storage of libctx::context objects is a CtxMap. In other words, libctx::context is really only a wrapper around CtxMap. Since all changes done by either acting on the root_storage or the libctx::context wrapper effect the same underlying object in memory, both interfaces can be used simultaneously, e.g.

    ctx::CtxMap stor{{"bla", 5}};
    libctx::context ctx(stor);
    ctx.update("bla", rc_ptr<int>(new int(6)));
    stor.update("bla", 7);
    std::cout << *ctx.get<int>("bla");

    will print the value 7 which has been set via the stor object, i.e. the CtxMap interface.

  • From a ctx::context the wrapped CtxMap object, with its richer functionality can be accessed using the map() function.

  • libctx::params objects contain a CtxMap to store their data. It can be referenced (and altered) using the map() function as well.

  • Thanks to the CtxMap, libctx::context objects can now be printed, including the data types of the stored data and (for some data types) even the values. This is implemented via the usual operator<< functionality.

Citation DOI bibtex

You can cite ctx using this bibtex entry or simply as

Michael F. Herbst. ctx: Key-value C++ datastructures for organised hierachical storage (2019). DOI 10.5281/zenodo.2590706.

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