mirror of
https://mirrors.bfsu.edu.cn/git/linux.git
synced 2024-12-27 13:05:03 +08:00
1a986518b8
Extend the bpf hashmap docs to include a brief description of the internals of the LRU map type (setting appropriate API expectations), including the original commit message from Martin and a variant on the graph that I had presented during my Linux Plumbers Conference 2022 talk on "Pressure feedback for LRU map types"[0]. The node names in the dot file correspond roughly to the functions where the logic for those decisions or steps is defined, to help curious developers to cross-reference and update this logic if the details of the LRU implementation ever differ from this description. [0] https://lpc.events/event/16/contributions/1368/ Signed-off-by: Joe Stringer <joe@isovalent.com> Signed-off-by: Daniel Borkmann <daniel@iogearbox.net> Reviewed-by: Bagas Sanjaya <bagasdotme@gmail.com> Acked-by: John Fastabend <john.fastabend@gmail.com> Link: https://lore.kernel.org/bpf/20230422172054.3355436-2-joe@isovalent.com
260 lines
9.0 KiB
ReStructuredText
260 lines
9.0 KiB
ReStructuredText
.. SPDX-License-Identifier: GPL-2.0-only
|
|
.. Copyright (C) 2022 Red Hat, Inc.
|
|
.. Copyright (C) 2022-2023 Isovalent, Inc.
|
|
|
|
===============================================
|
|
BPF_MAP_TYPE_HASH, with PERCPU and LRU Variants
|
|
===============================================
|
|
|
|
.. note::
|
|
- ``BPF_MAP_TYPE_HASH`` was introduced in kernel version 3.19
|
|
- ``BPF_MAP_TYPE_PERCPU_HASH`` was introduced in version 4.6
|
|
- Both ``BPF_MAP_TYPE_LRU_HASH`` and ``BPF_MAP_TYPE_LRU_PERCPU_HASH``
|
|
were introduced in version 4.10
|
|
|
|
``BPF_MAP_TYPE_HASH`` and ``BPF_MAP_TYPE_PERCPU_HASH`` provide general
|
|
purpose hash map storage. Both the key and the value can be structs,
|
|
allowing for composite keys and values.
|
|
|
|
The kernel is responsible for allocating and freeing key/value pairs, up
|
|
to the max_entries limit that you specify. Hash maps use pre-allocation
|
|
of hash table elements by default. The ``BPF_F_NO_PREALLOC`` flag can be
|
|
used to disable pre-allocation when it is too memory expensive.
|
|
|
|
``BPF_MAP_TYPE_PERCPU_HASH`` provides a separate value slot per
|
|
CPU. The per-cpu values are stored internally in an array.
|
|
|
|
The ``BPF_MAP_TYPE_LRU_HASH`` and ``BPF_MAP_TYPE_LRU_PERCPU_HASH``
|
|
variants add LRU semantics to their respective hash tables. An LRU hash
|
|
will automatically evict the least recently used entries when the hash
|
|
table reaches capacity. An LRU hash maintains an internal LRU list that
|
|
is used to select elements for eviction. This internal LRU list is
|
|
shared across CPUs but it is possible to request a per CPU LRU list with
|
|
the ``BPF_F_NO_COMMON_LRU`` flag when calling ``bpf_map_create``. The
|
|
following table outlines the properties of LRU maps depending on the a
|
|
map type and the flags used to create the map.
|
|
|
|
======================== ========================= ================================
|
|
Flag ``BPF_MAP_TYPE_LRU_HASH`` ``BPF_MAP_TYPE_LRU_PERCPU_HASH``
|
|
======================== ========================= ================================
|
|
**BPF_F_NO_COMMON_LRU** Per-CPU LRU, global map Per-CPU LRU, per-cpu map
|
|
**!BPF_F_NO_COMMON_LRU** Global LRU, global map Global LRU, per-cpu map
|
|
======================== ========================= ================================
|
|
|
|
Usage
|
|
=====
|
|
|
|
Kernel BPF
|
|
----------
|
|
|
|
bpf_map_update_elem()
|
|
~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. code-block:: c
|
|
|
|
long bpf_map_update_elem(struct bpf_map *map, const void *key, const void *value, u64 flags)
|
|
|
|
Hash entries can be added or updated using the ``bpf_map_update_elem()``
|
|
helper. This helper replaces existing elements atomically. The ``flags``
|
|
parameter can be used to control the update behaviour:
|
|
|
|
- ``BPF_ANY`` will create a new element or update an existing element
|
|
- ``BPF_NOEXIST`` will create a new element only if one did not already
|
|
exist
|
|
- ``BPF_EXIST`` will update an existing element
|
|
|
|
``bpf_map_update_elem()`` returns 0 on success, or negative error in
|
|
case of failure.
|
|
|
|
bpf_map_lookup_elem()
|
|
~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. code-block:: c
|
|
|
|
void *bpf_map_lookup_elem(struct bpf_map *map, const void *key)
|
|
|
|
Hash entries can be retrieved using the ``bpf_map_lookup_elem()``
|
|
helper. This helper returns a pointer to the value associated with
|
|
``key``, or ``NULL`` if no entry was found.
|
|
|
|
bpf_map_delete_elem()
|
|
~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. code-block:: c
|
|
|
|
long bpf_map_delete_elem(struct bpf_map *map, const void *key)
|
|
|
|
Hash entries can be deleted using the ``bpf_map_delete_elem()``
|
|
helper. This helper will return 0 on success, or negative error in case
|
|
of failure.
|
|
|
|
Per CPU Hashes
|
|
--------------
|
|
|
|
For ``BPF_MAP_TYPE_PERCPU_HASH`` and ``BPF_MAP_TYPE_LRU_PERCPU_HASH``
|
|
the ``bpf_map_update_elem()`` and ``bpf_map_lookup_elem()`` helpers
|
|
automatically access the hash slot for the current CPU.
|
|
|
|
bpf_map_lookup_percpu_elem()
|
|
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. code-block:: c
|
|
|
|
void *bpf_map_lookup_percpu_elem(struct bpf_map *map, const void *key, u32 cpu)
|
|
|
|
The ``bpf_map_lookup_percpu_elem()`` helper can be used to lookup the
|
|
value in the hash slot for a specific CPU. Returns value associated with
|
|
``key`` on ``cpu`` , or ``NULL`` if no entry was found or ``cpu`` is
|
|
invalid.
|
|
|
|
Concurrency
|
|
-----------
|
|
|
|
Values stored in ``BPF_MAP_TYPE_HASH`` can be accessed concurrently by
|
|
programs running on different CPUs. Since Kernel version 5.1, the BPF
|
|
infrastructure provides ``struct bpf_spin_lock`` to synchronise access.
|
|
See ``tools/testing/selftests/bpf/progs/test_spin_lock.c``.
|
|
|
|
Userspace
|
|
---------
|
|
|
|
bpf_map_get_next_key()
|
|
~~~~~~~~~~~~~~~~~~~~~~
|
|
|
|
.. code-block:: c
|
|
|
|
int bpf_map_get_next_key(int fd, const void *cur_key, void *next_key)
|
|
|
|
In userspace, it is possible to iterate through the keys of a hash using
|
|
libbpf's ``bpf_map_get_next_key()`` function. The first key can be fetched by
|
|
calling ``bpf_map_get_next_key()`` with ``cur_key`` set to
|
|
``NULL``. Subsequent calls will fetch the next key that follows the
|
|
current key. ``bpf_map_get_next_key()`` returns 0 on success, -ENOENT if
|
|
cur_key is the last key in the hash, or negative error in case of
|
|
failure.
|
|
|
|
Note that if ``cur_key`` gets deleted then ``bpf_map_get_next_key()``
|
|
will instead return the *first* key in the hash table which is
|
|
undesirable. It is recommended to use batched lookup if there is going
|
|
to be key deletion intermixed with ``bpf_map_get_next_key()``.
|
|
|
|
Examples
|
|
========
|
|
|
|
Please see the ``tools/testing/selftests/bpf`` directory for functional
|
|
examples. The code snippets below demonstrates API usage.
|
|
|
|
This example shows how to declare an LRU Hash with a struct key and a
|
|
struct value.
|
|
|
|
.. code-block:: c
|
|
|
|
#include <linux/bpf.h>
|
|
#include <bpf/bpf_helpers.h>
|
|
|
|
struct key {
|
|
__u32 srcip;
|
|
};
|
|
|
|
struct value {
|
|
__u64 packets;
|
|
__u64 bytes;
|
|
};
|
|
|
|
struct {
|
|
__uint(type, BPF_MAP_TYPE_LRU_HASH);
|
|
__uint(max_entries, 32);
|
|
__type(key, struct key);
|
|
__type(value, struct value);
|
|
} packet_stats SEC(".maps");
|
|
|
|
This example shows how to create or update hash values using atomic
|
|
instructions:
|
|
|
|
.. code-block:: c
|
|
|
|
static void update_stats(__u32 srcip, int bytes)
|
|
{
|
|
struct key key = {
|
|
.srcip = srcip,
|
|
};
|
|
struct value *value = bpf_map_lookup_elem(&packet_stats, &key);
|
|
|
|
if (value) {
|
|
__sync_fetch_and_add(&value->packets, 1);
|
|
__sync_fetch_and_add(&value->bytes, bytes);
|
|
} else {
|
|
struct value newval = { 1, bytes };
|
|
|
|
bpf_map_update_elem(&packet_stats, &key, &newval, BPF_NOEXIST);
|
|
}
|
|
}
|
|
|
|
Userspace walking the map elements from the map declared above:
|
|
|
|
.. code-block:: c
|
|
|
|
#include <bpf/libbpf.h>
|
|
#include <bpf/bpf.h>
|
|
|
|
static void walk_hash_elements(int map_fd)
|
|
{
|
|
struct key *cur_key = NULL;
|
|
struct key next_key;
|
|
struct value value;
|
|
int err;
|
|
|
|
for (;;) {
|
|
err = bpf_map_get_next_key(map_fd, cur_key, &next_key);
|
|
if (err)
|
|
break;
|
|
|
|
bpf_map_lookup_elem(map_fd, &next_key, &value);
|
|
|
|
// Use key and value here
|
|
|
|
cur_key = &next_key;
|
|
}
|
|
}
|
|
|
|
Internals
|
|
=========
|
|
|
|
This section of the document is targeted at Linux developers and describes
|
|
aspects of the map implementations that are not considered stable ABI. The
|
|
following details are subject to change in future versions of the kernel.
|
|
|
|
``BPF_MAP_TYPE_LRU_HASH`` and variants
|
|
--------------------------------------
|
|
|
|
Updating elements in LRU maps may trigger eviction behaviour when the capacity
|
|
of the map is reached. There are various steps that the update algorithm
|
|
attempts in order to enforce the LRU property which have increasing impacts on
|
|
other CPUs involved in the following operation attempts:
|
|
|
|
- Attempt to use CPU-local state to batch operations
|
|
- Attempt to fetch free nodes from global lists
|
|
- Attempt to pull any node from a global list and remove it from the hashmap
|
|
- Attempt to pull any node from any CPU's list and remove it from the hashmap
|
|
|
|
This algorithm is described visually in the following diagram. See the
|
|
description in commit 3a08c2fd7634 ("bpf: LRU List") for a full explanation of
|
|
the corresponding operations:
|
|
|
|
.. kernel-figure:: map_lru_hash_update.dot
|
|
:alt: Diagram outlining the LRU eviction steps taken during map update.
|
|
|
|
LRU hash eviction during map update for ``BPF_MAP_TYPE_LRU_HASH`` and
|
|
variants. See the dot file source for kernel function name code references.
|
|
|
|
Map updates start from the oval in the top right "begin ``bpf_map_update()``"
|
|
and progress through the graph towards the bottom where the result may be
|
|
either a successful update or a failure with various error codes. The key in
|
|
the top right provides indicators for which locks may be involved in specific
|
|
operations. This is intended as a visual hint for reasoning about how map
|
|
contention may impact update operations, though the map type and flags may
|
|
impact the actual contention on those locks, based on the logic described in
|
|
the table above. For instance, if the map is created with type
|
|
``BPF_MAP_TYPE_LRU_PERCPU_HASH`` and flags ``BPF_F_NO_COMMON_LRU`` then all map
|
|
properties would be per-cpu.
|