OPAE C API Programming Guide¶
Overview¶
The OPAE C library (libopae-c) is a lightweight user-space library that provides abstraction for FPGA resources in a compute environment. Built on top of the driver stack that supports the FPGA device, the library abstracts away hardware specific and OS specific details and exposes the underlying FPGA resources as a set of features accessible from within software programs running on the host. These features include the acceleration logic preconfigured on the device, as well as functions to manage and reconfigure the device. Hence, the library can enable your applications to transparently and seamlessly take advantage of the FPGA-based acceleration.
By providing a unified C API, the library supports different kinds of FPGA integration and deployment models, ranging from single-node systems with one or more FPGA devices to large-scale FPGA deployment in a data center. A simple use case, for example, is for a user application running on a system with an FPGA PCIe device to easily use the FPGA to accelerate certain algorithms. At the other end of the spectrum, resource management and orchestration services in a data center can use this API to discover and select FPGA resources and then allocate them to be used by workloads with acceleration needs.
Philosophy¶
The purpose of OPAE is to provide a common base layer for as wide a range of use cases as possible without sacrificing performance or efficiency. It aims at freeing the developers of applications and frameworks from having to understand the intricacies of the FPGA driver interfaces and FPGA interconnect details by providing a thin abstraction to expose required details of the platform.
To that end, OPAE abstracts access to the key components that frameworks and abstractions need to deal with (for example, FPGA devices and accelerators). It then provides means to interact with these components in the most efficient way possible. Essentially, it tries to provide friendly and consistent interfaces to crucial components of the platform. At the same time, OPAE tries not to constrain frameworks and applications by making optimizations that do not translate to many use cases - and where it does provide convenience functions or optimizations, these are optional.
For example, OPAE provides an interface to allocate physically contiguous buffers in system memory that can be shared between user-space software and an accelerator. This interface enables the most basic feature set of allocating and sharing a large page of memory in one API call; it however does not provide a malloc()-like interface backed by a memory pool or slab allocator. These kinds of optimizations and added functionality are left to higher layers of the software stack, which is better suited to make domain-specific optimizations.
Some Key Concepts¶
The following key concepts are essential for writing code using the OPAE C API. These concepts are modeled with corresponding data structures and functions in the API specification, as discussed in the Object model section.
- FPGA: Field Programmable Gate Array is a discrete or integrated peripheral device connecting to a host CPU via PCIe or other type of interconnects.
- AFU: Accelerator Function Unit, is a computation logic preconfigured on FPGA with the purpose of accelerating certain computation. It represents a resource discoverable and usable by user applications. The logic is designed in RTL and synthesized into a bitstream. A tool (fpgaconf) is provided to reconfigure an FPGA using a bitstream.
- Accelerator Function (AF): A bitstream for an application-specific accelerator logic, for example, compression, encryption, and mathematical operations.
- Accelerator: An allocatable accelerator function implemented in an FPGA, closely related to an AFU. An accelerator tracks the ownership of an AFU (or part of it) for a process that uses it. An accelerator can be shared by multiple processes.
- Shared memory buffers: Memory buffers allocated in user process memory on the host to be shared with an accelerator on the FPGA. Shared memory buffers fascilitate data transfers between the user process and the accelerator it owns.
- Events: Events are asynchronous notification mechanism. The FPGA driver triggers certian events to indicate error conditions. An accelerator logic can also define its own events. User applications can choose to be notified when certain types of the events occur and respond accordingly.
- Reconfiguration: An AFU can be replaced by another AFU by a user application that has appropriate privilege.
Link with the library¶
Linking with this library is straightforward. Code using this library
should include the header file fpga.h
. Taking the GCC compiler on
Linux as an example, the minimalist compile and link line should look
like:
gcc myprog.c -I</path/to/fpga.h> -L</path/to/libopae-c.so> -lopae-c -luuid -ljson-c -lpthread
Third-party library dependency: The library internally uses `libuuid` and
`libjson-c`; but these are not distributed as part of the library. Make sure you
have these libraries properly installed.
Use the Sample Code¶
The library source includes two code samples. Use these samples to learn how to call functions in the library. Build and run these samples as quick sanity checks to determine if your installation and environment are set up properly.
For details about using the sample code, refer to the Running the Hello FPGA Example chapter in the Intel® Acceleration Stack for Intel® Xeon® CPU with FPGAs Getting Started Guide.
High-Level Directory Structure¶
When successfully built and installed, you can see the following directory structure. This discussion is using installation on Unix/Linux systems as an example. However, it is a similar situation on Windows and MacOS installations.
Directory & Files | Contents |
---|---|
include/opae | Directory containing all header files |
include/opae/fpga.h | Top-level header for user code to include |
include/opae/access.h | Header file for accelerator acquire/release, MMIO, memory management, event handling, etc. |
include/opae/bitstream.h | Header file for bitstream manipulation functions |
include/opae/common.h | Header file for error reporting functions |
include/opae/enum.h | Header file for AFU enumeration functions |
include/opae/manage.h | Header file for FPGA management functions |
include/opae/types.h | Various type definitions |
lib | Directory containing shared library files |
lib/libopae-c.so | The shared dynamic library for user application to link against |
doc | Directory containing API documentation |
doc/html | Directory for documentation of HTML format |
doc/latex | Directory for documentation of LaTex format |
doc/man | Directory for documentation of Unix man page format |
Basic Application Flow¶
The picture below depicts the basic application flow from the viewpoint
of a user-process. API components are discussed in the next section. The
hello_fpga.c
sample code is a good example showing the flow in
action.
API Components¶
The API is designed around an object model that abstracts physical FPGA device and functions available on the device. The object model is not tied to a particular type of FPGA product. Instead, it is a generalized model and can be extended to describe any type of FPGAs.
Object Model¶
fpga_objtype
: An enum type to represent the type of an FPGA resource, which is eitherFPGA_DEVICE
orFPGA_ACCELERATOR
. AnFPGA_DEVICE
object is corresponding to a physical FPGA device. OnlyFPGA_DEVICE
objects can invoke management function.FPGA_ACCELERATOR
represents an instance of an AFU.fpga_token
: An opaque type to represent a resource known to, but not necessarily owned by, the calling process. The calling process must own a resource before it can invoke functions of the resource.fpga_handle
: An opaque type to represent a resource owned by the calling process. API functionsfpgaOpen()
andfpgaClose()
(see the Functions section) acquire and release ownership of a resource represented by anfpga_handle
.fpga_properties
: An opaque type for a properties object. Your applications use these properties to query and search for resources that suit their needs. The properties visible to your applications are documented in the FPGA Resource Properties section.fpga_event_handle
: An opaque handle used by the FPGA driver to notify your application about an event, and used by the your application to wait for the notification of the event.fpga_event_type
: An enum type to represent kinds of events which can beFPGA_EVENT_INTERRUPT
,FPGA_EVENT_ERROR
, orFPGA_EVENT_POWER_THERMAL
.fpga_result
: An enum type to represent the result of an API function. If the function returns successfully the result isFPGA_OK
. Otherwise, the result is one of the error codes. FunctionfpgaErrStr()
can translate an error code into human-readable strings.
Functions¶
The table below groups key API functions by their purposes. For more information about each of the functions, refer to the OPAE C API reference manual.
Purpose | Functions | Note |
---|---|---|
Enumeration | fpgaEnumerate() |
Query FPGA resources that match certain properties |
Enumeration: Properties | fpga[Get|Update|Clear|Clon
e|Destroy]Properties]() |
Manage
fpga_prope
rties
life cycle |
``fpgaPropertiesGet[Prop]()` ` | Get a certain property Prop, from the `FPGA Resource Properties < #fpga-resour ce-propertie s>`__ chapter | |
``fpgaPropertiesSet[Prop]()` ` | Set a certain property Prop, from the `FPGA Resource Properties < #fpga-resour ce-propertie s>`__ chapter | |
Access: Ownership | fpga[Open|Close]() |
Acquire/rele ase ownership |
Access: Reset | fpgaReset() |
Reset an accelerator |
Access: Event handling | fpga[Register|Unregister]E
vent() |
Register/unr egister an event to be notified about |
fpga[Create|Destroy]EventH
andle() |
Manage
fpga_event
_handle
life cycle |
|
Access: UMsg | fpgaGetNumUmsg() ,
fpgaSetUmsgAttributes() ,
fpgaTriggerUmsg() ,
fpgaGetUmsgPtr() |
Low-latency accelerator notification mechanism |
Access: MMIO | fpgaMapMMIO() ,
fpgaUnMapMMIO() |
Map/unmap MMIO space |
fpgaGetMMIOInfo() |
Get information about a particular MMIO space | |
fpgaReadMMIO[32|64]() |
Read a 32-bit/64-bi t value from MMIO space | |
fpgaWriteMMIO[32|64]() |
Write a 32-bit/64-bi t value to MMIO space | |
Memory management: Shared memory | fpga[Prepare|Release]Buffe
r() |
Manage memory buffer shared between the calling process and an accelerator |
fpgaGetIOVA() |
Return the virtual address of a shared memory buffer | |
Management: Reconfiguration | fpgaReconfigureSlot() |
Replace an existing AFU with a new one |
Error report | fpgaErrStr() |
Map an error code to a human readable string |
FPGA Resource Properties¶
These are the properties of a resource that can be queried by a
user-application, by plugging property name for Prop
in the names of
fpgaPropertiesGet[Prop]()
and fpgaPropertiesSet[Prop]()
functions.
Property | FPGA | accelerat or | Note |
---|---|---|---|
Parent | No | Yes | ``fpga_token `` of the parent object |
ObjectType | Yes | Yes | The type of
the
resource:
either
FPGA_DEVIC
E
or
FPGA_ACCEL
ERATOR |
Bus | Yes | Yes | The bus number |
Device | Yes | Yes | The PCI device number |
Function | Yes | Yes | The PCI function number |
SocketId | Yes | Yes | The socket ID |
DeviceId | Yes | Yes | The device ID |
NumSlots | Yes | No | Number of
AFU slots
available on
an
FPGA_DEVIC
E
resource |
BBSID | Yes | No | The FPGA
Interface
Manager
(FIM) ID of
an
FPGA_DEVIC
E
resource |
BBSVersion | Yes | No | The FIM
version of
an
FPGA_DEVIC
E
resource |
VendorId | Yes | No | The vendor
ID of an
FPGA_DEVIC
E
resource |
Model | Yes | No | The model of
an
FPGA_DEVIC
E
resource |
LocalMemorySize | Yes | No | The local
memory size
of an
FPGA_DEVIC
E
resource |
Capabilities | Yes | No | The
capabilities
of an
FPGA_DEVIC
E
resource |
GUID | Yes | Yes | The GUID of
an
FPGA_DEVIC
E
or
FPGA_ACCEL
ERATOR
resource |
NumMMIO | No | Yes | The number
of MMIO
space of an
FPGA_ACCEL
ERATOR
resource |
NumInterrupts | No | Yes | The number
of
interrupts
of an
FPGA_ACCEL
ERATOR
resource |
AcceleratorState | No | Yes | The state of
an
FPGA_ACCEL
ERATOR
resource:
either
FPGA_ACCEL
ERATOR_ASSIG
NED
or
FPGA_ACCEL
ERATOR_UNASS
IGNED |
OPAE C API Return Codes¶
The OPAE C library returns one of these codes for every public API
function exported. Usually, FPGA_OK
denotes successful completion of
the requested operation, while any return code other than FPGA_OK
indicates an error or other deviation from the expected behavior. When
using the OPAE C API, always check the API return codes and not the
functions that failed output parameters.
Error Code | Description |
---|---|
FPGA_OK |
Operation completed successfully |
FPGA_INVALID_PARAM |
Invalid parameter supplied |
FPGA_BUSY |
Resource is busy |
FPGA_EXCEPTION |
An exception occurred |
FPGA_NOT_FOUND |
A required resource was not found |
FPGA_NO_MEMORY |
Not enough memory to complete operation |
FPGA_NOT_SUPPORTED |
Requested operation is not supported |
FPGA_NO_DRIVER |
Driver is not loaded |
FPGA_NO_DAEMON |
FPGA Daemon (fpgad ) is not running |
FPGA_NO_ACCESS |
Insufficient privileges or permissions |
FPGA_RECONF_ERROR |
Error while reconfiguring FPGA |
Usage Models¶
This section illustrates a few typical API usage models with code snippets.
Query and Search for a Resource¶
The user-code first populates an fpga_properties
object with desired
properties. Afterwards, fpgaEnumerate()
is accessed to search for
matching resources.
.. note::
fpgaEnumerate()
may return more than one matching resources.
```
#include "fpga/fpga.h"
fpga_guid guid;
fpga_properties filter = NULL;
fpga_result res;
fpga_token tokens[MAX_NUM_TOKENS];
uint32_t num_matches = 0;
/* Start with an empty properties object */
res = fpgaGetProperties(NULL, &filter);
/* Populate the properties object with desired values.
In this case, we want to search for accelerators that match a
particular GUID.
*/
uuid_parse(GUID, guid);
res = fpgaPropertiesSetObjectType(filter, FPGA_ACCELERATOR);
res = fpgaPropertiesSetGuid(filter, guid);
/* Query the number of matched resources */
res = fpgaEnumerate(&filter, 1, NULL, 1, &num_matches);
/* Return all matched resources in tokens */
res = fpgaEnumerate(&filter, 1, tokens, num_matches, &num_matches);
/* Destroy the properties object */
res = fpgaDestroyProperties(&filter);
/* More code */
......
/* Destroy tokens */
for (uint32_t i = 0; i < num_matches; ++i) {
res = fpgaDestroyToken(tokens[i]);
}
The `fpgaEnumerate()` function can take multiple `fpga_properties`
objects (in an array). In this situation, the function returns resources that
match *any* of the properties object. In other words, the multiple properties
objects are logically OR'ed in the query operation.
* Again, `fpga_token` objects return by `fpgaEnumerate()` do *not* signify
ownership. To acquire ownership of a resource represented by a token, pass the
token to `fpgaOpen()`.
Acquire and Release a Resource¶
Acquiring and releasing ownership of a resource is done using
fpgaOpen()
and fpgaClose()
. The calling process must own the
resource before it can do MMIO, share memory buffers, and use functions
offered by the resource.
#include "fpga/fpga.h"
fpga_handle handle;
fpga_result res;
/* Acquire ownership of a resource that was previously returned by
`fpgaEnumerate()` as a token
*/
res = fpgaOpen(token, &handle);
/* More code */
......
/* Release the ownership */
res = fpgaClose(handle);
MMIO¶
This code snippet shows how to map/unmap the register file of an accelerator into the virtual memory space of the calling process.
#include "fpga/fpga.h"
fpga_handle handle;
fpga_result res;
/* Index of the MMIO space. There might be multiple spaces on an accelerator */
uint32_t mmio_num = 0;
/* Mapped address */
uint64_t mmio_addr;
/* Map MMIO */
res = fpgaMapMMIO(handle, mmio_num, &mmio_addr);
/* Write to a 32-bit value to the mapped register file at a certain byte
offset.
CSR_CTL is the offset in the mapped space to where the value will be
written. It's defined elsewhere.
*/
res = fpgaWriteMMIO32(handle, mmio_num, CSR_CTL, value);
/* More code */
......
/* Unmap MMIO */
res = fpgaUnmapMMIO(handle, mmio_num);
Every AFU has its own layout of register spaces and its own protocol about
how to control its behavior through the registers. These are defined in the
AF used to implemented the AFU.