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Merge pull request #133 from grnydawn/ykim/omega/tracerinfra
Add Tracers infrastructure
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(omega-dev-tracers)= | ||
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# Tracers | ||
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Tracers refer to either heat (temperature) or material carried by a fluid | ||
parcel (e.g., salt, chemical, or biological constituents). | ||
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To manage tracer definitions, users will update the `TracerDefs.inc` file | ||
located in the `omega/src/ocn` directory of E3SM. The file contains | ||
Tracer index variables and `defineAllTracers` C++ function defintion that | ||
contains the calls to `define` function per each tracer as shown below: | ||
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```c++ | ||
inline static I4 IndxTemp = Tracers::IndxInvalid; | ||
inline static I4 IndxSalt = Tracers::IndxInvalid; | ||
inline static I4 IndxMyBGCTracer = Tracers::IndxInvalid; | ||
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// Tracer definitions packaged in a defineAllTracers function | ||
static void defineAllTracers() { | ||
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define("Temp", ///< [in] Name of tracer | ||
"Potential Temperature", ///< [in] Long name or description | ||
"degree_C", ///< [in] Units | ||
"sea_water_potential_temperature", ///< [in] CF standard Name | ||
-273.15, ///< [in] min valid field value | ||
100.0, ///< [in] max valid field value | ||
1.e33, ///< [in] value for undef entries | ||
IndxTemp); ///< [out] (optional) static index | ||
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define("Salt", "Salinity", "psu", "sea_water_salinity", 0.0, 50.0, 1.e33, | ||
IndxSalt); | ||
define("Debug1", "Debug Tracer 1", "none", "none", 0.0, 100.0, 1.e33); | ||
define("Debug2", "Debug Tracer 2", "none", "none", 0.0, 100.0, 1.e33); | ||
define("Debug3", "Debug Tracer 3", "none", "none", 0.0, 100.0, 1.e33); | ||
} | ||
``` | ||
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To add a new tracer, simply call the `define` function with the appropriate | ||
arguments. Index argument is optional one that allows to access the tracer | ||
data using the given tracer index variable. | ||
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The following sections explain the concept and implementation of OMEGA tracers. | ||
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## Concepts | ||
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### Arrays in Host and Device Memory | ||
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All tracers are stored in a vector of 3-dimensional device and host arrays. | ||
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```c++ | ||
std::vector<Array3DReal> TracerArrays; // Device: multiple time levels | ||
std::vector<HostArray3DReal> TracerArraysH; // Host: multiple time levels | ||
``` | ||
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Each device and host array in the vector has dimensions corresponding to the | ||
number of tracers, the number of cells in the rank, and the vertical levels. | ||
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The host tracer array (`TracerArraysH`) is internally managed, so users | ||
should not directly modify it in most cases. | ||
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### Tracer Groups | ||
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Each tracer is assigned to a tracer group defined in the OMEGA YAML | ||
configuration file, such as `Default.yml`. A tracer should be assigned to only one group. | ||
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To access the member tracers of a group in the code, users can use the | ||
`getGroupRange` function as shown below: | ||
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```c++ | ||
// Retrieves a pair of (group start index, group length) | ||
static I4 | ||
getGroupRange(std::pair<I4, I4> &GroupRange, ///< [out] Group range | ||
const std::string &GroupName ///< [in] Group name | ||
); | ||
``` | ||
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A typical use of this function might look like: | ||
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```c++ | ||
// Get group range | ||
std::pair<I4, I4> GroupRange; | ||
I4 Err = Tracers::getGroupRange(GroupRange, GroupName); | ||
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// Unpack group range | ||
auto [StartIndex, GroupLength] = GroupRange; | ||
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// Get all tracers at the current time level (0) | ||
Array3DReal TracerArray; | ||
Err = OMEGA::Tracers::getAll(TracerArray, 0); | ||
if (Err != 0) | ||
LOG_ERROR("getAll returns an error code: {}.", Err); | ||
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OMEGA::parallelFor( | ||
"ComputeGroupTendency", | ||
{GroupLength, NCells, NVertLayers}, | ||
KOKKOS_LAMBDA(Int iIndex, Int iCell, Int iVert) { | ||
int iTracer = TracerArray[iIndex + StartIndex]; | ||
// Perform operations on TracerArray(iTracer, iCell, iVert); | ||
}); | ||
``` | ||
### Time Levels | ||
During the initialization of Tracers, the number of time levels is determined, | ||
and the length of the tracer vectors (`TracerArrays` and `TracerArraysH`) | ||
is set accordingly. The Tracers class internally manages the index of the | ||
current time level in the arrays. To access a specific time level in the | ||
arrays, users will use the integer "0" or negative integers. For example, | ||
the following code retrieves the device tracer arrays for the current and | ||
previous time levels: | ||
```c++ | ||
// Get all tracers at the current time level (0) | ||
Array3DReal CurrentTracerArray; | ||
I4 Err1 = OMEGA::Tracers::getAll(CurrentTracerArray, 0); | ||
// Get all tracers at the previous time level (-1) | ||
Array3DReal PreviousTracerArray; | ||
I4 Err2 = OMEGA::Tracers::getAll(PreviousTracerArray, -1); | ||
``` | ||
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## Initialization and Finalization | ||
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To use Tracers, the class should first be initialized by calling the | ||
`init()` function and finalized by calling `finalize()`. These function | ||
calls are typically handled within the initialization and finalization of | ||
OMEGA itself, so users may not need to call them separately. | ||
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## Key APIs | ||
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### `getAll` and `getAllHost` | ||
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These functions return all device and host tracer arrays, respectively. If | ||
the specified `TimeLevel` does not exist, they return a negative integer. | ||
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```c++ | ||
static HostArray3DReal getAllHost( | ||
HostArray3DReal &TracerArrayH, ///< [out] tracer host array | ||
const I4 TimeLevel ///< [in] Time level index | ||
); | ||
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static Array3DReal getAll( | ||
Array3DReal &TracerArray, ///< [out] tracer device array | ||
const I4 TimeLevel ///< [in] Time level index | ||
); | ||
``` | ||
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### `getGroupRange` | ||
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`getGroupRange` returns a pair of two `I4` values representing the group | ||
start index and the group length. If the group is not found, it returns | ||
negative integers. | ||
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```c++ | ||
static I4 getGroupRange( | ||
std::pair<I4, I4> &GroupRange, ///< [out] Group range | ||
const std::string &GroupName ///< [in] Group name | ||
); | ||
``` | ||
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### `getByIndex` and `getHostByIndex` | ||
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These functions return device and host tracer arrays, respectively, based | ||
on the `TracerIndex`. If the specified `TimeLevel` and/or `TracerIndex` | ||
does not exist, they return a negative integer. | ||
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```c++ | ||
static Array2DReal getByIndex( | ||
Array2DReal &TracerArray, ///< [out] tracer device array | ||
const I4 TimeLevel, ///< [in] Time level index | ||
const I4 TracerIndex ///< [in] Global tracer index | ||
); | ||
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static HostArray2DReal getHostByIndex( | ||
HostArray2DReal &TracerArrayH, ///< [out] tracer host array | ||
const I4 TimeLevel, ///< [in] Time level index | ||
const I4 TracerIndex ///< [in] Global tracer index | ||
); | ||
``` | ||
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### `getIndex` | ||
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`getIndex` returns the index of the tracer specified by the `TracerName` | ||
argument. If the tracer is not found, it returns a negative integer. | ||
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```c++ | ||
static I4 getIndex( | ||
I4 &TracerIndex, ///< [out] Tracer index | ||
const std::string &TracerName ///< [in] Tracer name | ||
); | ||
``` | ||
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### `getFieldByIndex` | ||
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`getFieldByIndex` returns the `Field` object associated with the tracer | ||
specified by the `TracerIndex`. If not found, it returns `nullptr`. | ||
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```c++ | ||
// Returns a field by tracer index. If it does not exist, returns nullptr | ||
static std::shared_ptr<Field> | ||
getFieldByIndex(const I4 TracerIndex ///< [in] Global tracer index | ||
); | ||
``` | ||
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### `updateTimeLevels` | ||
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`updateTimeLevels` increments the current time level by one. If the current | ||
time level exceeds the number of time levels, it returns to `0`. It also | ||
exchanges the halo cells of all tracers at the current time level and updates | ||
the associated field with the new tracer arrays. | ||
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```c++ | ||
/// Increment time levels | ||
static I4 updateTimeLevels(); | ||
``` | ||
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### `getNumTracers` | ||
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`getNumTracers` returns the total number of tracers used in the simulation. | ||
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```c++ | ||
// Get total number of tracers | ||
static I4 getNumTracers(); | ||
``` |
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(omega-user-tracers)= | ||
|
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# Tracers | ||
|
||
Tracers refer to either heat (temperature) or material carried by a fluid | ||
parcel (e.g., salt, chemical, or biological constituents). | ||
|
||
## Updating tracer defintions in `TracerDefs.inc` file | ||
|
||
To manage tracer definitions, users will update the `TracerDefs.inc` file | ||
located in the `omega/src/ocn` directory of E3SM. The file contains | ||
Tracer index variables and `defineAllTracers` C++ function defintion that | ||
contains the calls to `define` function per each tracer as shown below: | ||
|
||
```c++ | ||
inline static I4 IndxTemp = Tracers::IndxInvalid; | ||
inline static I4 IndxSalt = Tracers::IndxInvalid; | ||
inline static I4 IndxMyBGCTracer = Tracers::IndxInvalid; | ||
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// Tracer definitions packaged in a defineAllTracers function | ||
static void defineAllTracers() { | ||
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define("Temp", ///< [in] Name of tracer | ||
"Potential Temperature", ///< [in] Long name or description | ||
"degree_C", ///< [in] Units | ||
"sea_water_potential_temperature", ///< [in] CF standard Name | ||
-273.15, ///< [in] min valid field value | ||
100.0, ///< [in] max valid field value | ||
1.e33, ///< [in] value for undef entries | ||
IndxTemp); ///< [out] (optional) static index | ||
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define("Salt", "Salinity", "psu", "sea_water_salinity", 0.0, 50.0, 1.e33, | ||
IndxSalt); | ||
define("Debug1", "Debug Tracer 1", "none", "none", 0.0, 100.0, 1.e33); | ||
define("Debug2", "Debug Tracer 2", "none", "none", 0.0, 100.0, 1.e33); | ||
define("Debug3", "Debug Tracer 3", "none", "none", 0.0, 100.0, 1.e33); | ||
} | ||
``` | ||
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To add a new tracer, simply call the `define` function with the appropriate | ||
arguments. Index argument is optional one that allows to access the tracer | ||
data using the given tracer index variable. | ||
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## Selecting tracers using YAML configuration file | ||
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Note that not all tracers defined in `TracerDefs.inc` will be used during | ||
a simulation. To select tracers and groups of tracers, users will configure | ||
YAML files in OMEGA, such as `Default.yml` in the `omega/configs` directory, | ||
as shown below: | ||
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```yaml | ||
omega: | ||
Tracers: | ||
Base: [Temp, Salt] | ||
Debug: [Debug1, Debug2, Debug3] | ||
[other individual tracers or groups as needed] | ||
``` | ||
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In the above example, two tracer groups (Base and Debug) are selected. The | ||
Base group includes the `Temp` and `Salt` tracers, while the Debug group | ||
includes `Debug1`, `Debug2`, and `Debug3`. |
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//===-- ocn/TracerDefs.inc --------------------*- C++ -*-===// | ||
// | ||
/// \file | ||
/// \brief OMEGA Tracer Definition File | ||
/// | ||
/// This file defines all OMEGA tracers. It is imported using | ||
/// the C++ #include preprocessor directive in Tracers.cpp. Only the tracer | ||
/// definitions selected in the Tracers section of the OMEGA YAML configuration | ||
/// file will be allocated into memory. | ||
//===----------------------------------------------------------------------===// | ||
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// Index defined for each tracer. The value of these tracer indices are still | ||
// set in Tracers::init() and tracers that have not been selected would have | ||
// standard invalid value: Tracers::IndxInvalid = -1 | ||
inline static I4 IndxTemp = Tracers::IndxInvalid; | ||
inline static I4 IndxSalt = Tracers::IndxInvalid; | ||
inline static I4 IndxDebug1 = Tracers::IndxInvalid; | ||
inline static I4 IndxDebug2 = Tracers::IndxInvalid; | ||
inline static I4 IndxDebug3 = Tracers::IndxInvalid; | ||
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// Tracer definitions packaged in a defineAllTracers function | ||
static void defineAllTracers() { | ||
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define("Temp", ///< [in] Name of tracer | ||
"Conservative Temperature", ///< [in] Long name, description | ||
"degree_C", ///< [in] Units | ||
"sea_water_conservative_temperature", ///< [in] CF standard Name | ||
-273.15, ///< [in] min valid field value | ||
100.0, ///< [in] max valid field value | ||
1.e33, ///< [in] value of undef entries | ||
IndxTemp); ///< [out] (optional) static index | ||
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define("Salt", "Absolute Salinity", "g kg-1", "sea_water_absolute_salinity", | ||
0.0, 50.0, 1.e33, IndxSalt); | ||
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define("Debug1", "Debug Tracer 1", "none", "none", 0.0, 100.0, 1.e33, | ||
IndxDebug1); | ||
define("Debug2", "Debug Tracer 2", "none", "none", 0.0, 100.0, 1.e33, | ||
IndxDebug2); | ||
define("Debug3", "Debug Tracer 3", "none", "none", 0.0, 100.0, 1.e33, | ||
IndxDebug3); | ||
} |
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