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Merge pull request #1131 from sirocco-rt/dev
dev->main documentation merge, will become sirocco v1.0
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Original file line number | Diff line number | Diff line change |
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MPI Communication | ||
################# | ||
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SIROCCO is parallelised using the Message Passing Interface (MPI). This page contains information on how data is shared | ||
between ranks and should serve as a basic set of instructions for extending or modifying the data communication | ||
routines. | ||
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In general, all calls to MPI are isolated from the rest of SIROCCO. Most, if not all, of the MPI code is contained | ||
within give source files, which deal entirely with parallelisation or communication. Currently these files are: | ||
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- :code:`communicate_macro.c` | ||
- :code:`communicate_plasma.c` | ||
- :code:`communicate_spectra.c` | ||
- :code:`communicate_wind.c` | ||
- :code:`para_update.c` | ||
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Given the names of the files, it should be obvious what sort of code is contained in them. If you need to extend or | ||
implement a new function for MPI, please place it either in one of the above files or create a new file using an | ||
appropriately similar name. Any parallel code should be wrapped by :code:`#ifdef MPI_ON` and :code:`#endif` as shown in | ||
the code example below: | ||
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.. code:: c | ||
void communication_function(void) | ||
{ | ||
#ifdef MPI_ON | ||
/* MPI communication could should go between the #ifdef's here */ | ||
#endif | ||
} | ||
Don't forget to update the Makefile and :code:`templates.h` if you add a new file or function. | ||
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Communication pattern: broadcasting data to all ranks | ||
===================================================== | ||
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By far the most typical communication pattern in SIROCCO (and, I think, the only pattern) is to broadcast data from one | ||
rank to all other ranks. This is done, for example, to update and synchronise the plasma or macro atom grids in each | ||
rank. As the data structures in SIROCCO are fairly complex and use pointers/dynamic memory allocation, we as forced to | ||
manually pack and unpack a contiguous communication buffer which results in a fairly manual (and error prone?) process | ||
for communicating data. | ||
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Calculating the size of the communication buffer | ||
------------------------------------------------ | ||
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The size of the communication buffer has to be calculated manually, by counting the number of variables being copied | ||
into it and converting this to the appropriate number of bytes. This is done by the :code:`calculate_comm_buffer_size` | ||
function which takes two arguments: 1) the number of :code:`int`'s and 2) the number of :code:`double`'s. We have to | ||
_manually_ count the number of :code:`int` and :code:`double` variables being communicated. Due to the manual nature of | ||
this, greate care has to be taken to ensure the correct number are counted otherwise MPI will cause crash during | ||
communication. | ||
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When counting variables, one needs to count the number if _single_ variables of a certain type as well as the number of | ||
elements in an array of that same type. Consider the example below, | ||
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.. code:: c | ||
int my_int; | ||
int *my_int_arr = malloc(10 * sizeof(int)); | ||
int num_ints = 11; | ||
In this case there are 11 :code:`int`s which will want to be communicated. In practise, calculating the communication | ||
buffer is usually done as in the code example below: | ||
.. code:: c | ||
/* We need to ensure the buffer is large enough, as soon ranks may be sending a smaller | ||
communicating buffer. When communicating the plasma grid for example, some ranks may send | ||
10 cells whilst others may send 9. Therefore we need the buffer to be big enough to receive | ||
10 cells of data */ | ||
int n_cells_max = get_max_cells_per_rank(NDIM2); | ||
/* Count the number of integers which will be copied to the communication buffer. In this | ||
example (20 + 2 * nphot_total + 1) is the number of ints being sent PER CELL; | ||
20 corresponds to 20 ints, 2 * nphot_total corresponds to 2 arrays with nphot_total elements | ||
and the + 1 is an extra int to send the cell number. The extra + 1 at the end is used to | ||
communicate the size of the buffer in bytes */ | ||
int num_ints = n_cells_max * (20 + nphot_total + 1) + 1; | ||
/* Count the number of doubles to send, following the same arguments as above */ | ||
int num_doubles = n_cells_max * (71 + 2 * NXBANDS + 6 * nphot_total); | ||
/* Using the data above, we can calculate the buffer size in bytes and then allocate memory*/ | ||
int comm_buffer_size = calculate_comm_buffer_size(num_ints, num_doubles); | ||
char * comm_buffer = malloc(comm_buffer_size); | ||
Communication implementation | ||
---------------------------- | ||
The general pattern for packing data into a communication buffer and then sharing it between ranks is as follows, | ||
- Loop over all the MPI ranks (in MPI_COMM_WORLD. | ||
- If the loop variable is equal to a rank's ID, that rank will broadcast it's subset of data to the other ranks. This | ||
rank uses :code:`MPI_Pack` to copy its data into the communication buffer. | ||
- All ranks call :code:`MPI_Bcast`, which sends data from the root rank (this is the rank which has just put its data | ||
into the communication buffer) and receives it into all non-root ranks. | ||
- Non-root ranks use :code:`MPI_Unpack` to copy data from the communication buffer into the appropriate location. | ||
- This is repeated until all MPI ranks have sent their data root, and have therefore received data from all other ranks. | ||
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In code, this looks something like this: | ||
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.. code:: c | ||
char *comm_buffer = malloc(comm_buffer_size); | ||
/* loop over all mpi ranks */ | ||
for (int rank = 0 ; rank < np_mpi_global; ++rank) | ||
{ | ||
/* if rank == your rank id, then pack data into comm_buffer. This is the root rank */ | ||
if (rank_global == rank) | ||
{ | ||
/* communicates the number of cells the other ranks have to unpack. n_cells_rank | ||
is usually provided via a function argument */ | ||
MPI_Pack(&n_cells_rank, 1, MPI_INT, comm_buffer, ...); | ||
/* start and stop refer to the first cell and last cell for the subset | ||
of cells which this rank has updated or is broadcasting. stop and start | ||
usually are provided via function arguments */ | ||
for (int n_plasma = start; n_plasma < stop; ++n_plasma) | ||
{ | ||
MPI_Pack(&plasmamain[n_plasma]->nwind, 1, MPI_INT, comm_buffer, ...); | ||
} | ||
} | ||
/* every rank calls MPI_Bcast: the root rank will send data and non-root ranks | ||
will receive data */ | ||
MPI_Bcast(comm_buffer, comm_buffer_size, ...); | ||
/* if you aren't the root rank, then unpack data from the comm buffer */ | ||
if (rank_global != rank) | ||
{ | ||
/* unpack the number of cells communicated, so we know how many cells of data, | ||
for example, we need to unpack */ | ||
MPI_Unpack(comm_buffer, 1, MPI_INT, ..., &n_cells_communicated, ...); | ||
/* now we can unpack back into the appropriate data structure */ | ||
for (int n_plasma = 0; n_plasma < n_cells_communicated; ++n_plasma) | ||
{ | ||
MPI_Unpack(comm_buffer, 1, MPI_INT, ..., &plasmamain[n_plasma]->nwind, ...); | ||
} | ||
} | ||
} | ||
This is likely the most best method to communicate data in SIROCCO, given the complexity of the data structures. | ||
Unfortunately there are not many structures or situations where using a derived data type, to simplify code, is viable | ||
due to none of the structures being contiguous in memory. | ||
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Adding a new variable to an existing communication | ||
-------------------------------------------------- | ||
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- Increment the appropriate variable, or function call to :code:`calculate_comm_buffer_size`, to account for and | ||
allocate additional space in the communication buffer. For example, if the new variable is an :code:`int` in the | ||
plasma grid then update :code:`n_cells_max * (20 + 2 * n_phot_total + 1)` to :code:`n_cells_max * (21 + 2 * | ||
n_phot_total + 1)` | ||
- In the block where :code:`rank == rank_global`, add a new call to :code:`MPI_Pack` using the code which is already | ||
there as an example. | ||
- In the block where :code:`rank != rank_global`, add a new call to :code:`MPI_Unpack` using the code which is already | ||
there as an example. |
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Original file line number | Diff line number | Diff line change |
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@@ -14,16 +14,22 @@ Installation | |
SIROCCO and the various routines associated are set up in a self-contained directory structure. | ||
The basic directory structure and the data files that one needs to run SIROCCO need to be retrieved and compiled. | ||
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If you want to obtain a stable (!) release, go to the `Releases <https://github.com/sirocco-rt/sirocco/releases/>`_ page. | ||
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If you want to download the latest dev version, you can zip up the git repository by clicking on the zip icon to the right of the GitHub page. | ||
Alternatively, clone it directly as | ||
If you want to obtain a stable (!) release, go to the `Releases <https://github.com/sirocco-rt/sirocco/releases/>`_ page. | ||
this version is usually fairly closely synced with the default :code:`main` branch, so you can also zip up the git repository by clicking on the zip icon to the right of the GitHub | ||
page or clone the repository directly: | ||
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.. code:: bash | ||
$ git clone [email protected]:sirocco-rt/sirocco.git | ||
If you anticipate contributing to development we suggest Forking the repository and submitting pull requests with any proposed changes. | ||
Development work is typically merged into a development branch :code:`dev` | ||
If you want to download the latest :code:`dev` version, you can clone it as | ||
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.. code:: bash | ||
$ git clone -b dev [email protected]:sirocco-rt/sirocco.git | ||
If you anticipate contributing to development we suggest forking the repository and submitting pull requests with any proposed changes. | ||
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Once you have the files, you need to cd to the new directory and set your environment variables | ||
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The atomic data needed to run SIROCCO is included in the distribution. | ||
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The source code for SIROCCO is under actively development and is updated fairly often. Normally, one does not need to redo the entire installation process, since this includes GSL setup. | ||
Instead, one can pull in changes and recompile the source code by running | ||
Instead, one can pull in changes, or make changes yourself, and recompile the source code by running | ||
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.. code:: bash | ||
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