11.9.1. Open MPI IO (“OMPIO”) — Open MPI 5.0.10 documentation

# 11.9.1. Open MPI IO (“OMPIO”)

OMPIO is an Open MPI-native implementation of the MPI I/O functions defined in the MPI specification.

The main goals of OMPIO are:

1. Increase the modularity of the parallel I/O library by separating MPI I/O functionality into sub-frameworks.

2. Allow frameworks to utilize different run-time decision algorithms to determine which module to use in a particular scenario, enabling non-file-system-specific decisions.

3. Improve the integration of parallel I/O functions with other components of Open MPI, most notably the derived data type engine and the progress engine. The integration with the derived data type engine allows for faster decoding of derived data types and the usage of optimized data type to data type copy operations.

OMPIO is fundamentally a component of the `io` framework in Open MPI. Upon opening a file, the OMPIO component initializes a number of sub-frameworks and their components, namely:

- `fs`: responsible for all file management operations

- `fbtl`: support for blocking and non-blocking individual I/O operations

- `fcoll`: support for blocking and non-blocking collective I/O operations

- `sharedfp`: support for all shared file pointer operations.

## 11.9.1.1. MCA parameters of OMPIO and associated frameworks

The ompi_info(1) command can display all the parameters available for the OMPIO `io`, `fcoll`, `fs`, `fbtl`, and `sharedfp` components:

    shell$ ompi_info --param io       ompio --level 9
    shell$ ompi_info --param fcoll    all --level 9
    shell$ ompi_info --param fs       all --level 9
    shell$ ompi_info --param fbtl     all --level 9
    shell$ ompi_info --param sharedfp all --level 9

## 11.9.1.2. OMPIO sub-framework components

The OMPIO architecture is designed around sub-frameworks, which allow you to develop a relatively small amount of code optimized for a particular environment, application, or infrastructure. Although significant efforts have been invested into making good decisions for default values and switching points between components, users and/or system administrators might occasionally want to tune the selection logic of the components and force the utilization of a particular component.

The simplest way to force the usage of a component is to simply restrict the list of available components for that framework. For example, an application wanting to use the `dynamic` `fcoll` component simply has to pass the name of the component as a value to the corresponding MCA parameter during `mpirun` or any other mechanism available in Open MPI to influence a parameter value, e.g.:

    shell$ mpirun --mca fcoll dynamic -n 64 ./a.out

`fs` and `fbtl` components are typically chosen based on the file system type utilized (e.g. the `pvfs2` component is chosen when the file is located on an PVFS2/OrangeFS file system, the `lustre` component is chosen for Lustre file systems, etc.). The `ufs` `fs` component is used if no file system specific component is available (e.g. local file systems, NFS, BeefFS, etc.), and the `posix` `fbtl` component is used as the default component for read/write operations.

The `fcoll` framework provides several different components. The current decision logic in OMPIO uses the file view provided by the application as well as file system level characteristics (e.g. file system, stripe width) to determine which component to use. The most important `fcoll` components are:

- `dynamic_gen2`: the default component used on lustre file system. This component is based on the two-phase I/O algorithm with a static file partitioning strategy, i.e. an aggregator processes will by default only write data to a single storage server.

- `vulcan`: the default component used on all other file systems. This component is based on the two-phase I/O algorithm with an even file partitioning strategy, i.e. each of the n aggregators will write 1/n th of the overall file.

- `individual`: this components executes all collective I/O operations in terms of individual I/O operations.

The `sharedfp` framework provides a different implementation of the shared file pointer operations depending on file system features.

- `lockedfile`: this component will be used on file systems which support file locking.

- `sm`: component used in scenarios in which all processes of the communicator are on the same physical node.

- `individual`: a component that can be used if neither of the other two components are available. This component provides however only limited functionality (i.e. write operations only).

  Note

  See the section on the individual sharedfp component to understand functionality and limitations.

## 11.9.1.3. Tuning OMPIO performance

The most important parameters influencing the performance of an I/O operation are listed below:

1. `io_ompio_cycle_buffer_size`: Data size issued by individual reads/writes per call. By default, an individual read/write operation will be executed as one chunk. Splitting the operation up into multiple, smaller chunks can lead to performance improvements in certain scenarios.

2. `io_ompio_bytes_per_agg`: Size of temporary buffer for collective I/O operations on aggregator processes. Default value is 32MB. Tuning this parameter has a very high impact on the performance of collective operations.

3. `io_ompio_num_aggregators`: Number of aggregators used in collective I/O operations. Setting this parameter to a value larger zero disables the internal automatic aggregator selection logic of OMPIO. Tuning this parameter has a very high impact on the performance of collective operations.

4. `io_ompio_grouping_option`: Algorithm used to automatically decide the number of aggregators used. Applications working with regular 2-D or 3-D data decomposition can try changing this parameter to 4 (hybrid) algorithm.

5. `fs_ufs_lock_algorithm`: Parameter used to determine what part of a file needs to be locked for a file operation. Since the `ufs` `fs` component is used on multiple file systems, OMPIO automatically chooses the value required for correctness on all file systems, e.g. enforcing locking on an NFS file system, while disabling locking on a local file system. Users can adjust the required locking behavior based on their use case, since the default value might often be too restrictive for their application.

## 11.9.1.4. Setting stripe size and stripe width on parallel file systems

Many `fs` components allow you to manipulate the layout of a new file on a parallel file system. Note, that many file systems only allow changing these setting upon file creation, i.e. modifying these values for an already existing file might not be possible.

1. `fs_pvfs2_stripe_size`: Sets the number of storage servers for a new file on a PVFS2/OrangeFS file system. If not set, system default will be used. Note that this parameter can also be set through the `stripe_size` MPI Info value.

2. `fs_pvfs2_stripe_width`: Sets the size of an individual block for a new file on a PVFS2 file system. If not set, system default will be used. Note that this parameter can also be set through the `stripe_width` MPI Info value.

3. `fs_lustre_stripe_size`: Sets the number of storage servers for a new file on a Lustre file system. If not set, system default will be used. Note that this parameter can also be set through the `stripe_size` MPI Info value.

4. `fs_lustre_stripe_width`: Sets the size of an individual block for a new file on a Lustre file system. If not set, system default will be used. Note that this parameter can also be set through the `stripe_width` MPI Info value.

## 11.9.1.5. Using GPU device buffers in MPI File I/O operations

OMPIO supports reading and writing directly to/from GPU buffers using the MPI I/O interfaces. Using this feature simplifies managing buffers that are exclusively used on GPU devices, and hence there is no need to implement staging through host memory for file I/O operations.

Internally, OMPIO splits a user buffer into chunks for performing the read/write operation. The chunk-size used by OMPIO can have a significant influence on the performance of the file I/O operation from device buffers, and can be controlled using the `io_ompio_pipeline_buffer_size` MCA parameter.

## 11.9.1.6. Using the `individual` `sharedfp` component and its limitations

The `individual` sharedfp component provides an approximation of shared file pointer operations that can be used for write operations only. It is only recommended in scenarios, where neither the `sm` nor the `lockedfile` component can be used, e.g., due to the fact that more than one node are being used and the file system does not support locking.

Conceptually, each process writes the data of a write_shared operation into a separate file along with a time stamp. In every collective operation (or during the file_close operation), data from all individual files are merged into the actual output file, using the time stamps as the main criteria.

The component has certain limitations and restrictions, such as its relience on the synchronization clocks on the individual cluster nodes to determine the order between entries in the final file, which might lead to some deviations compared to the actual calling sequence.

Furthermore, the component only supports `write` operations, read operations are not supported.

## 11.9.1.7. Other features of OMPIO

OMPIO has a number of additional features, mostly directed towards developers, which could occasionally also be useful to interested end-users. These can typically be controlled through MCA parameters.

- `io_ompio_coll_timing_info`: Setting this parameter will lead to a short report upon closing a file indicating the amount of time spent in communication and I/O operations of collective I/O operations only.

- `io_ompio_record_file_offset_info`: Setting this parameter will report neighborhood relationship of processes based on the file view used. This is occasionally important for understanding performance characteristics of I/O operations. Note, that using this features requires an additional compile time flag when compiling `ompio`.

  The output file generated as a result of this flag provides the access pattern of processes to the file recorded as neighborhood relationships of processes as a matrix. For example, if the first four bytes of a file are being accessed by process 0 and the next four bytes by process 1, processes 0 and 1 are said to have a neighborhood relationship since they access neighboring elements of the file. For each neighborhood relation detected in the file, the value for the corresponding pair of processes is increased by one.

  Data is provided in compressed row storage format. To minimize the amount of data written using this feature, only non-zero values are output. The first row in the output file indicates the number of non-zero elements in the matrix; the second number is the number of elements in the row index. The third row of the output file gives all the column indexes. The fourth row lists all the values and the fifth row gives the row index. A row index represents the position in the value array where a new row starts.