[v17,4/8] eal: add lcore variables' programmer's guide

Message ID 20241025084149.873037-5-mattias.ronnblom@ericsson.com (mailing list archive)
State Accepted, archived
Delegated to: Thomas Monjalon
Headers
Series Lcore variables |

Checks

Context Check Description
ci/checkpatch warning coding style issues

Commit Message

Mattias Rönnblom Oct. 25, 2024, 8:41 a.m. UTC
Add lcore variables programmer's guide. This guide gives both an
overview of the API, its implementation, and alternatives to the use
of lcore variables for maintaining per-lcore id data.

It has pictures, too.

Signed-off-by: Mattias Rönnblom <mattias.ronnblom@ericsson.com>
Reviewed-By: Luka Jankovic <luka.jankovic@ericsson.com>

--

PATCH v17:
 * Change the color used for padding in the diagram to improve contrast.
   (Luka Jankovic)
 * Mention ``RTE_LCORE_VAR_FOREACH``. (Luka Jankovic)
---
 .../prog_guide/img/lcore_var_mem_layout.svg   | 310 ++++++++++
 .../img/static_array_mem_layout.svg           | 278 +++++++++
 doc/guides/prog_guide/index.rst               |   1 +
 doc/guides/prog_guide/lcore_var.rst           | 551 ++++++++++++++++++
 4 files changed, 1140 insertions(+)
 create mode 100644 doc/guides/prog_guide/img/lcore_var_mem_layout.svg
 create mode 100644 doc/guides/prog_guide/img/static_array_mem_layout.svg
 create mode 100644 doc/guides/prog_guide/lcore_var.rst
  

Patch

diff --git a/doc/guides/prog_guide/img/lcore_var_mem_layout.svg b/doc/guides/prog_guide/img/lcore_var_mem_layout.svg
new file mode 100644
index 0000000000..c4b286316c
--- /dev/null
+++ b/doc/guides/prog_guide/img/lcore_var_mem_layout.svg
@@ -0,0 +1,310 @@ 
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diff --git a/doc/guides/prog_guide/index.rst b/doc/guides/prog_guide/index.rst
index 7eb1a98d88..c4432c4b74 100644
--- a/doc/guides/prog_guide/index.rst
+++ b/doc/guides/prog_guide/index.rst
@@ -27,6 +27,7 @@  Memory Management
     mempool_lib
     mbuf_lib
     multi_proc_support
+    lcore_var
 
 
 CPU Management
diff --git a/doc/guides/prog_guide/lcore_var.rst b/doc/guides/prog_guide/lcore_var.rst
new file mode 100644
index 0000000000..d0558d23f4
--- /dev/null
+++ b/doc/guides/prog_guide/lcore_var.rst
@@ -0,0 +1,551 @@ 
+..  SPDX-License-Identifier: BSD-3-Clause
+    Copyright(c) 2024 Ericsson AB
+
+Lcore Variables
+===============
+
+The ``rte_lcore_var.h`` API provides a mechanism to allocate and
+access per-lcore id variables in a space- and cycle-efficient manner.
+
+Lcore Variables API
+-------------------
+
+A per-lcore id variable (or lcore variable for short) holds a unique
+value for each EAL thread and registered non-EAL thread. Thus, there
+is one distinct value for each past, current and future lcore
+id-equipped thread, with a total of ``RTE_MAX_LCORE`` instances.
+
+The value of the lcore variable for one lcore id is independent of the
+values associated with other lcore ids within the same variable.
+
+For detailed information on the lcore variables API, please refer to
+the ``rte_lcore_var.h`` API documentation.
+
+Lcore Variable Handle
+^^^^^^^^^^^^^^^^^^^^^
+
+To allocate and access an lcore variable's values, a *handle* is
+used. The handle is represented by an opaque pointer, only to be
+dereferenced using the appropriate ``<rte_lcore_var.h>`` macros.
+
+The handle is a pointer to the value's type (e.g., for an ``uint32_t``
+lcore variable, the handle is a ``uint32_t *``).
+
+The reason the handle is typed (i.e., it's not a void pointer or an
+integer) is to enable type checking when accessing values of the lcore
+variable.
+
+A handle may be passed between modules and threads just like any other
+pointer.
+
+A valid (i.e., allocated) handle never has the value NULL. Thus, a
+handle set to NULL may be used to signify that allocation has not yet
+been done.
+
+Lcore Variable Allocation
+^^^^^^^^^^^^^^^^^^^^^^^^^
+
+An lcore variable is created in two steps:
+
+1. Define an lcore variable handle by using ``RTE_LCORE_VAR_HANDLE``.
+2. Allocate lcore variable storage and initialize the handle by using
+   ``RTE_LCORE_VAR_ALLOC`` or ``RTE_LCORE_VAR_INIT``. Allocation
+   generally occurs at the time of module initialization, but may be
+   done at any time.
+
+The lifetime of an lcore variable is not tied to the thread that
+created it.
+
+Each lcore variable has ``RTE_MAX_LCORE`` values, one for each
+possible lcore id. All of an lcore variable's values may be accessed
+from the moment the lcore variable is created, throughout the lifetime
+of the EAL (i.e., until ``rte_eal_cleanup()``).
+
+Lcore variables do not need to be freed and cannot be freed.
+
+Access
+^^^^^^
+
+The value of any lcore variable for any lcore id may be accessed from
+any thread (including unregistered threads), but it should only be
+*frequently* read from or written to by the *owner*. A thread is
+considered the owner of a particular lcore variable value instance if
+it has the lcore id associated with that instance.
+
+Non-owner accesses results in *false sharing*. As long as non-owner
+accesses are rare, they will have only a very slight effect on
+performance. This property of lcore variables memory organization is
+intentional. See the implementation section for more information.
+
+Values of the same lcore variable, associated with different lcore ids
+may be frequently read or written by their respective owners without
+risking false sharing.
+
+An appropriate synchronization mechanism, such as atomic load and
+stores, should be employed to prevent data races between the owning
+thread and any other thread accessing the same value instance.
+
+The value of the lcore variable for a particular lcore id is accessed
+via ``RTE_LCORE_VAR_LCORE``.
+
+A common pattern is for an EAL thread or a registered non-EAL
+thread to access its own lcore variable value. For this purpose, a
+shorthand exists as ``RTE_LCORE_VAR``.
+
+``RTE_LCORE_VAR_FOREACH`` may be used to iterate over all values of a
+particular lcore variable.
+
+The handle, defined by ``RTE_LCORE_VAR_HANDLE``, is a pointer of the
+same type as the value, but it must be treated as an opaque identifier
+and cannot be directly dereferenced.
+
+Lcore variable handles and value pointers may be freely passed
+between different threads.
+
+Storage
+^^^^^^^
+
+An lcore variable's values may be of a primitive type like ``int``,
+but is typically a ``struct``.
+
+The lcore variable handle introduces a per-variable (not
+per-value/per-lcore id) overhead of ``sizeof(void *)`` bytes, so there
+are some memory footprint gains to be made by organizing all per-lcore
+id data for a particular module as one lcore variable (e.g., as a
+struct).
+
+An application may define an lcore variable handle without ever
+allocating the lcore variable.
+
+The size of an lcore variable's value cannot exceed the DPDK
+build-time constant ``RTE_MAX_LCORE_VAR``. An lcore variable's size is
+the size of one of its value instance, not the aggregate of all its
+``RTE_MAX_LCORE`` instances.
+
+Lcore variables should generally *not* be ``__rte_cache_aligned`` and
+need *not* include a ``RTE_CACHE_GUARD`` field, since these constructs
+are designed to avoid false sharing. With lcore variables, false
+sharing is largely avoided by other means. In the case of an lcore
+variable instance, the thread most recently accessing nearby data
+structures should almost always be the lcore variable's owner. Adding
+padding (e.g., with ``RTE_CACHE_GUARD``) will increase the effective
+memory working set size, potentially reducing performance.
+
+Lcore variable values are initialized to zero by default.
+
+Lcore variables are not stored in huge page memory.
+
+Example
+^^^^^^^
+
+Below is an example of the use of an lcore variable:
+
+.. code-block:: c
+
+    struct foo_lcore_state {
+            int a;
+            long b;
+    };
+    
+    static RTE_LCORE_VAR_HANDLE(struct foo_lcore_state, lcore_states);
+    
+    long foo_get_a_plus_b(void)
+    {
+            const struct foo_lcore_state *state = RTE_LCORE_VAR(lcore_states);
+    
+            return state->a + state->b;
+    }
+    
+    RTE_INIT(rte_foo_init)
+    {
+            RTE_LCORE_VAR_ALLOC(lcore_states);
+    
+            unsigned int lcore_id;
+            struct foo_lcore_state *state;
+            RTE_LCORE_VAR_FOREACH(lcore_id, state, lcore_states) {
+                    /* initialize state */
+            }
+    
+            /* other initialization */
+    }
+
+
+Implementation
+--------------
+
+This section gives an overview of the implementation of lcore
+variables, and some background to its design.
+
+Lcore Variable Buffers
+^^^^^^^^^^^^^^^^^^^^^^
+
+Lcore variable values are kept in a set of ``lcore_var_buffer`` structs.
+
+.. code-block:: c
+
+    struct lcore_var_buffer {
+            char data[RTE_MAX_LCORE_VAR * RTE_MAX_LCORE];
+            struct lcore_var_buffer *prev;
+    };
+
+An lcore var buffer stores at a minimum one, but usually many, lcore
+variables.
+
+The value instances for all lcore ids are stored in the same
+buffer. However, each lcore id has its own slice of the ``data``
+array. Such a slice is ``RTE_MAX_LCORE_VAR`` bytes in size.
+
+In this way, the values associated with a particular lcore id are
+grouped spatially close (in memory). No padding is required to prevent
+false sharing.
+
+.. code-block:: c
+
+    static struct lcore_var_buffer *current_buffer;
+    
+    /* initialized to trigger buffer allocation on first allocation */
+    static size_t offset = RTE_MAX_LCORE_VAR;
+
+The implementation maintains a current ``lcore_var_buffer`` and
+an ``offset``, where the latter tracks how many bytes of this
+current buffer has been allocated.
+
+The ``offset`` is progressively incremented (by the size of the
+just-allocated lcore variable), as lcore variables are being
+allocated.
+
+If the allocation of a variable would result in an ``offset`` larger
+than ``RTE_MAX_LCORE_VAR`` (i.e., the slice size), the buffer is
+full. In that case, new buffer is allocated off the heap, and the
+``offset`` is reset.
+
+The lcore var buffers are arranged in a link list, to allow freeing
+them at the point of ``rte_eal_cleanup()``, thereby avoiding false
+positives from tools like valgrind memcheck.
+
+The lcore variable buffers are allocated off the regular C heap. There
+are a number of reasons for not using ``<rte_malloc.h>`` and huge
+pages for lcore variables:
+
+- The libc heap is available at any time, including early in the
+  DPDK initialization.
+- The amount of data kept in lcore variables is projected to be small,
+  and thus is unlikely to induce translate lookaside buffer (TLB)
+  misses.
+- The last (and potentially only) lcore buffer in the chain will
+  likely only partially be in use. Huge pages of the sort used by DPDK
+  are always resident in memory, and their use would result in a
+  significant amount of memory going to waste. An example: ~256 kB
+  worth of lcore variables are allocated by DPDK libraries, PMDs and
+  the application. ``RTE_MAX_LCORE_VAR`` is set to 1 MB and
+  ``RTE_MAX_LCORE`` to 128. With 4 kB OS pages, only the first ~64
+  pages of each of the 128 per-lcore id slices in the (only)
+  ``lcore_var_buffer`` will actually be resident (paged in). Here,
+  demand paging saves ~98 MB of memory.
+
+Not residing in huge pages, lcore variables cannot be accessed from
+secondary processes.
+
+Heap allocation failures are treated as fatal. The reason for this
+unorthodox design is that a majority of the allocations are deemed to
+happen at initialization. An early heap allocation failure for a fixed
+amount of data is a situation not unlike one where there is not enough
+memory available for static variables (i.e., the BSS or data
+sections).
+
+Provided these assumptions hold true, it's deemed acceptable to leave
+the application out of handling memory allocation failures.
+
+The upside of this approach is that no error handling code is required
+on the API user side.
+
+Lcore Variable Handles
+^^^^^^^^^^^^^^^^^^^^^^
+
+Upon lcore variable allocation, the lcore variables API returns an
+opaque *handle* in the form of a pointer. The value of the pointer is
+``buffer->data + offset``.
+
+Translating a handle base pointer to a pointer to a value associated
+with a particular lcore id is straightforward:
+
+.. code-block:: c
+
+    static inline void *
+    rte_lcore_var_lcore(unsigned int lcore_id, void *handle)
+    {
+            return RTE_PTR_ADD(handle, lcore_id * RTE_MAX_LCORE_VAR);
+    }
+
+``RTE_MAX_LCORE_VAR`` is a public macro to allow the compiler to
+optimize the ``lcore_id * RTE_MAX_LCORE_VAR`` expression, and replace
+the multiplication with a less expensive arithmetic operation.
+
+To maintain type safety, the ``RTE_LCORE_VAR*()`` macros should be
+used, instead of directly invoking ``rte_lcore_var_lcore()``.  The
+macros return a pointer of the same type as the handle (i.e., a
+pointer to the value's type).
+
+Memory Layout
+^^^^^^^^^^^^^
+
+This section describes how lcore variables are organized in memory.
+
+As an illustration, two example modules are used, ``rte_x`` and
+``rte_y``, both maintaining per-lcore id state as a part of their
+implementation.
+
+Two different methods will be used to maintain such state - lcore
+variables and, to serve as a reference, lcore id-indexed static
+arrays.
+
+Certain parameters are scaled down to make graphical depictions more
+practical.
+
+For the purpose of this exercise, a ``RTE_MAX_LCORE`` of 2 is
+assumed. In a real-world configuration the maximum number of EAL
+threads and registered threads will be much greater (e.g., 128).
+
+The lcore variables example assumes a ``RTE_MAX_LCORE_VAR`` of 64. In
+a real-world configuration (as controlled by ``rte_config.h``) the
+value of this compile-time constant will be much greater (e.g.,
+1048576).
+
+The per-lcore id state is also smaller than what most real-world
+modules would have.
+
+Lcore Variables Example
+"""""""""""""""""""""""
+
+When lcore variables are used, the parts of ``rte_x`` and ``rte_y``
+that deal with the declaration and allocation of per-lcore id data may
+look something like below.
+
+.. code-block:: c
+
+    /* -- Lcore variables -- */
+    
+    /* rte_x.c */
+    
+    struct x_lcore
+    {
+        int a;
+        char b;
+    };
+    
+    static RTE_LCORE_VAR_HANDLE(struct x_lcore, x_lcores);
+    RTE_LCORE_VAR_INIT(x_lcores);
+    
+    /../
+    
+    /* rte_y.c */
+    
+    struct y_lcore
+    {
+        long c;
+        long d;
+    };
+    
+    static RTE_LCORE_VAR_HANDLE(struct y_lcore, y_lcores);
+    RTE_LCORE_VAR_INIT(y_lcores);
+
+    /../
+
+The resulting memory layout will look something like the following:
+
+.. _figure_lcore_var_mem_layout:
+
+.. figure:: img/lcore_var_mem_layout.*
+
+The above figure assumes that ``x_lcores`` is allocated prior to
+``y_lcores``. ``RTE_LCORE_VAR_INIT()`` relies constructors, run prior
+to ``main()`` in an undefined order.
+
+The use of lcore variables ensures that per-lcore id data is kept in
+close proximity, within a designated region of memory. This proximity
+enhances data locality and can improve performance.
+
+Lcore Id Index Static Array Example
+"""""""""""""""""""""""""""""""""""
+
+Below is an example of the struct declarations, declarations and the
+resulting organization in memory in case an lcore id indexed static
+array of cache-line aligned, RTE_CACHE_GUARDed structs are used to
+maintain per-lcore id state.
+
+This is a common pattern in DPDK, which lcore variables attempts to
+replace.
+
+.. code-block:: c
+
+    /* -- Cache-aligned static arrays -- */
+    
+    /* rte_x.c */
+    
+    struct x_lcore
+    {
+        int a;
+        char b;
+        RTE_CACHE_GUARD;
+    } __rte_cache_aligned;
+    
+    static struct x_lcore x_lcores[RTE_MAX_LCORE];
+
+    /../
+    
+    /* rte_y.c */
+    
+    struct y_lcore
+    {
+        long c;
+        long d;
+        RTE_CACHE_GUARD;
+    } __rte_cache_aligned;
+    
+    static struct y_lcore y_lcores[RTE_MAX_LCORE];
+
+    /../
+
+In this approach, accessing the state for a particular lcore id is
+merely a matter retrieving the lcore id and looking up the correct
+struct instance.
+
+.. code-block:: c
+
+    struct x_lcore *my_lcore_state = &x_lcores[rte_lcore_id()];
+
+The address "0" at the top of the left-most column in the figure
+represent the base address for the ``x_lcores`` array (in the BSS
+segment in memory).
+
+The figure only includes the memory layout for the ``rte_x`` example
+module. ``rte_y`` would look very similar, with ``y_lcores`` being
+located at some other address in the BSS section.
+
+.. _figure_static_array_mem_layout:
+
+.. figure:: img/static_array_mem_layout.*
+
+The static array approach results in the per-lcore id being organized
+around modules, not lcore ids. To avoid false sharing, an extensive
+use of padding is employed, causing cache fragmentation.
+
+Because the padding is interspersed with the data, demand paging is
+unlikely to reduce the actual resident DRAM memory footprint. This is
+because the padding is smaller than a typical operating system memory
+page (usually 4 kB).
+
+Performance
+^^^^^^^^^^^
+
+One of the goals of lcore variables is to improve performance. This is
+achieved by packing often-used data in fewer cache lines, and thus
+reducing fragmentation in CPU caches and thus somewhat improving the
+effective cache size and cache hit rates.
+
+The application-level gains depends much on how much data is kept in
+lcore variables, and how often it is accessed, and how much pressure
+the application asserts on the CPU caches (i.e., how much other memory
+it accesses).
+
+The ``lcore_var_perf_autotest`` is an attempt at exploring the
+performance benefits (or drawbacks) of lcore variables compared to its
+alternatives. Being a micro benchmark, it needs to be taken with a
+grain of salt.
+
+Generally, one shouldn't expect more than some very modest gains in
+performance after a switch from lcore id indexed arrays to lcore
+variables.
+
+An additional benefit of the use of lcore variables is that it avoids
+certain tricky issues related to CPU core hardware prefetching (e.g.,
+next-N-lines prefetching) that may cause false sharing even when data
+used by two cores do not reside on the same cache line. Hardware
+prefetch behavior is generally not publicly documented and varies
+across CPU vendors, CPU generations and BIOS (or similar)
+configurations. For applications aiming to be portable, this may cause
+issues. Often, CPU hardware prefetch-induced issues are non-existent,
+except some particular circumstances, where their adverse effects may
+be significant.
+
+Alternatives
+------------
+
+Lcore Id Indexed Static Arrays
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Lcore variables are designed to replace a pattern exemplified below:
+
+.. code-block:: c
+
+    struct __rte_cache_aligned foo_lcore_state {
+            int a;
+            long b;
+            RTE_CACHE_GUARD;
+    };
+    
+    static struct foo_lcore_state lcore_states[RTE_MAX_LCORE];
+
+This scheme is simple and effective, but has one drawback: the data is
+organized so that objects related to all lcores for a particular
+module are kept close in memory. At a bare minimum, this requires
+sizing data structures (e.g., using ``__rte_cache_aligned``) to an
+even number of cache lines and ensuring that allocation of such
+objects are cache line aligned to avoid false sharing. With CPU
+hardware prefetching and memory loads resulting from speculative
+execution (functions which seemingly are getting more eager faster
+than they are getting more intelligent), one or more "guard" cache
+lines may be required to separate one lcore's data from another's and
+prevent false sharing.
+
+Lcore variables offer the advantage of working with, rather than
+against, the CPU's assumptions. A next-line hardware prefetcher,
+for example, may function as intended (i.e., to the benefit, not
+detriment, of system performance).
+
+Thread Local Storage
+^^^^^^^^^^^^^^^^^^^^
+
+An alternative to ``rte_lcore_var.h`` is the ``rte_per_lcore.h`` API,
+which makes use of thread-local storage (TLS, e.g., GCC ``__thread`` or
+C11 ``_Thread_local``).
+
+The are a number of differences between using TLS and the use of lcore
+variables.
+
+The lifecycle of a thread-local variable instance is tied to that of
+the thread. The data cannot be accessed before the thread has been
+created, nor after it has terminated. As a result, thread-local
+variables must be initialized in a "lazy" manner (e.g., at the point
+of thread creation). Lcore variables may be accessed immediately after
+having been allocated (which may occur before any thread beyond the
+main thread is running).
+
+A thread-local variable is duplicated across all threads in the
+process, including unregistered non-EAL threads (i.e., "regular"
+threads). For DPDK applications heavily relying on multi-threading (in
+conjunction to DPDK's "one thread per core" pattern), either by having
+many concurrent threads or creating/destroying threads at a high rate,
+an excessive use of thread-local variables may cause inefficiencies
+(e.g., increased thread creation overhead due to thread-local storage
+initialization or increased memory footprint). Lcore variables *only*
+exist for threads with an lcore id.
+
+Whether data in thread-local storage can be shared between threads
+(i.e., whether a pointer to a thread-local variable can be passed to
+and successfully dereferenced by a non-owning thread) depends on the
+specifics of the TLS implementation. With GCC __thread and GCC
+_Thread_local, data sharing between threads is supported.  In the C11
+standard, accessing another thread's _Thread_local object is
+implementation-defined. Lcore variable instances may be accessed
+reliably by any thread.
+
+Lcore variables also relies on TLS to retrieve the thread's
+lcore id. However, the rest of the per-thread data is not kept in TLS.
+
+From a memory layout perspective, TLS is similar to lcore variables,
+and thus per-thread data structure need not be padded.
+
+In case the above-mentioned drawbacks of the use of TLS is of no
+significance to a particular application, TLS is a good alternative to
+lcore variables.