RE: [PATCH bpf-next v3] docs/bpf: Add LRU internals description and graph
From: John Fastabend
Date: Tue Mar 14 2023 - 01:21:44 EST
Joe Stringer wrote:
> 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@xxxxxxxxxxxxx>
Thanks couple nits below
> ---
> v3: Use standard table syntax
> Replace inline commit message with reference to commit
> Fix incorrect Y/N label for common LRU check
> Rename some dotfile variables to reduce confusion between cases
> Minor wording touchups
> v2: Fix issue that caused initial email submission to fail
> ---
> Documentation/bpf/map_hash.rst | 62 ++++++++
> Documentation/bpf/map_lru_hash_update.dot | 166 ++++++++++++++++++++++
> 2 files changed, 228 insertions(+)
> create mode 100644 Documentation/bpf/map_lru_hash_update.dot
> diff --git a/Documentation/bpf/map_hash.rst b/Documentation/bpf/map_hash.rst
> index 8669426264c6..61602ce26561 100644
> --- a/Documentation/bpf/map_hash.rst
> +++ b/Documentation/bpf/map_hash.rst
> @@ -1,5 +1,6 @@
> .. 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
> @@ -206,3 +207,64 @@ Userspace walking the map elements from the map declared above:
> 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
> +--------------------------------------
> +
> +An LRU hashmap type consists of two properties: Firstly, it is a hash map and
> +hence is indexable by key for constant time lookups. Secondly, when at map
> +capacity, map updates will trigger eviction of old entries based on the age of
> +the elements in a set of lists. Each of these properties may be either global
> +or per-CPU, depending on the map type and flags used to create the map:
> +
> ++------------------------+---------------------------+----------------------------------+
> +| | ``BPF_MAP_TYPE_LRU_HASH`` | ``BPF_MAP_TYPE_LRU_PERCPU_HASH`` |
> ++========================+===========================+==================================+
> +| ``BPF_NO_COMMON_LRU`` | Per-CPU LRU, global map | Per-CPU LRU, per-cpu map |
> ++------------------------+---------------------------+----------------------------------+
> +| ``!BPF_NO_COMMON_LRU`` | Global LRU, global map | Global LRU, per-cpu map |
> ++------------------------+---------------------------+----------------------------------+
Above all seems API to me. Maybe move the statement about not considered stable
ABI down here? Something like,
"
The internal details of which entry is evicted and acquiring a new entry
are not considered stable and may change in the future. But the current
impelementation is as follows.
"
Or something like that?
> +
> +Notably, 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
> +
> +Even if an LRU node may be acquired, maps of type ``BPF_MAP_TYPE_LRU_HASH``
> +may fail to insert the entry into the map if other CPUs are heavily contending
> +on the global hashmap lock.
Similarly this is ABI correct? Probably we can also specify the error code?
Assuming it is just EBUSY or EAGAIN?
> +
> +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
> +
> +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_NO_COMMON_LRU`` then all map
> +properties would be per-cpu.
> +
> +The dot file source for the above figure uses internal kernel function names
> +for the node names in order to make the corresponding logic easier to find.
> diff --git a/Documentation/bpf/map_lru_hash_update.dot b/Documentation/bpf/map_lru_hash_update.dot
> new file mode 100644
> index 000000000000..3a44ebec501e
> --- /dev/null
> +++ b/Documentation/bpf/map_lru_hash_update.dot
> @@ -0,0 +1,166 @@
> +// SPDX-License-Identifier: GPL-2.0-only
> +// Copyright (C) 2022-2023 Isovalent, Inc.
> +digraph {
> + node [colorscheme=accent4,style=filled] # Apply colorscheme to all nodes
> + graph [splines=ortho, nodesep=1]
> +
> + subgraph cluster_key {
> + label = "Key\n(locks held during operation)";
> + rankdir = TB;
> +
> + remote_lock [shape=rectangle,fillcolor=4,label="remote CPU LRU lock"]
> + hash_lock [shape=rectangle,fillcolor=3,label="hashtab lock"]
> + lru_lock [shape=rectangle,fillcolor=2,label="LRU lock"]
> + local_lock [shape=rectangle,fillcolor=1,label="local CPU LRU lock"]
> + no_lock [shape=rectangle,label="no locks held"]
> + }
> +
> + begin [shape=oval,label="begin\nbpf_map_update()"]
> +
> + // Nodes below with an 'fn_' prefix are roughly labeled by the C function
> + // names that initiate the corresponding logic in kernel/bpf/bpf_lru_list.c.
> + // Number suffixes and errno suffixes handle subsections of the corresponding
> + // logic in the function as of the writing of this dot.
> +
> + // The following corresponds to bpf_lru_pop_free() for common LRU case.
> + local_freelist_check [shape=diamond,fillcolor=1,
> + label="Local freelist\nnode available?"];
> + // The following corresponds to __local_list_pop_free() for common LRU case.
> + use_local_node [shape=rectangle,
> + label="Use node owned\nby this CPU"]
> +
> + common_lru_check [shape=diamond,
> + label="Map created with\ncommon LRU?\n(!BPF_NO_COMMON_LRU)"];
> +
> + fn_bpf_lru_list_pop_free_to_local [shape=rectangle,fillcolor=2,
> + label="Flush local pending,
> + Rotate Global list, move
> + LOCAL_FREE_TARGET
> + from global -> local"]
> + // Also corresponds to:
> + // fn__local_list_flush()
> + // fn_bpf_lru_list_rotate()
> + fn___bpf_lru_node_move_to_free[shape=diamond,fillcolor=2,
> + label="Able to free\nLOCAL_FREE_TARGET\nnodes?"]
> +
> + fn___bpf_lru_list_shrink_inactive [shape=rectangle,fillcolor=3,
> + label="Shrink inactive list
> + up to remaining
> + LOCAL_FREE_TARGET
> + (global LRU -> local)"]
> + fn___bpf_lru_list_shrink [shape=diamond,fillcolor=2,
> + label="> 0 entries in\nlocal free list?"]
> + fn___bpf_lru_list_shrink2 [shape=rectangle,fillcolor=2,
> + label="Steal one node from
> + inactive, or if empty,
> + from active global list"]
> + fn___bpf_lru_list_shrink3 [shape=rectangle,fillcolor=3,
> + label="Try to remove\nnode from hashtab"]
> +
> + local_freelist_check2 [shape=diamond,label="Htab removal\nsuccessful?"]
> + common_lru_check2 [shape=diamond,
> + label="Map created with\ncommon LRU?\n(!BPF_NO_COMMON_LRU)"];
> +
> + subgraph cluster_remote_lock {
> + label = "Iterate through CPUs\n(start from current)";
> + style = dashed;
> + rankdir=LR;
> +
> + local_freelist_check5 [shape=diamond,fillcolor=4,
> + label="Steal a node from\nper-cpu freelist?"]
> + local_freelist_check6 [shape=rectangle,fillcolor=4,
> + label="Steal a node from
> + (1) Unreferenced pending, or
> + (2) Any pending node"]
> + local_freelist_check7 [shape=rectangle,fillcolor=3,
> + label="Try to remove\nnode from hashtab"]
> + fn_htab_lru_map_update_elem [shape=diamond,
> + label="Stole node\nfrom remote\nCPU?"]
> + fn_htab_lru_map_update_elem2 [shape=diamond,label="Iterated\nall CPUs?"]
> + // Also corresponds to:
> + // use_local_node()
> + // fn__local_list_pop_pending()
> + }
> +
> + fn_bpf_lru_list_pop_free_to_local2 [shape=rectangle,
> + label="Use node that was\nnot recently referenced"]
> + local_freelist_check4 [shape=rectangle,
> + label="Use node that was\nactively referenced\nin global list"]
> + fn_htab_lru_map_update_elem_ENOMEM [shape=oval,label="return -ENOMEM"]
> + fn_htab_lru_map_update_elem3 [shape=rectangle,
> + label="Use node that was\nactively referenced\nin (another?) CPU's cache"]
> + fn_htab_lru_map_update_elem4 [shape=diamond,
> + label="Can lock this\nhashtab bucket?"]
> + fn_htab_lru_map_update_elem5 [shape=rectangle,fillcolor=3,
> + label="Update hashmap\nwith new element"]
> + fn_htab_lru_map_update_elem6 [shape=oval,label="return 0"]
> + fn_htab_lru_map_update_elem_EBUSY [shape=oval,label="return -EBUSY"]
> +
> + begin -> local_freelist_check
> + local_freelist_check -> use_local_node [xlabel="Y"]
> + local_freelist_check -> common_lru_check [xlabel="N"]
> + common_lru_check -> fn_bpf_lru_list_pop_free_to_local [xlabel="Y"]
> + common_lru_check -> fn___bpf_lru_list_shrink_inactive [xlabel="N"]
> + fn_bpf_lru_list_pop_free_to_local -> fn___bpf_lru_node_move_to_free
> + fn___bpf_lru_node_move_to_free ->
> + fn_bpf_lru_list_pop_free_to_local2 [xlabel="Y"]
> + fn___bpf_lru_node_move_to_free ->
> + fn___bpf_lru_list_shrink_inactive [xlabel="N"]
> + fn___bpf_lru_list_shrink_inactive -> fn___bpf_lru_list_shrink
> + fn___bpf_lru_list_shrink -> fn_bpf_lru_list_pop_free_to_local2 [xlabel = "Y"]
> + fn___bpf_lru_list_shrink -> fn___bpf_lru_list_shrink2 [xlabel="N"]
> + fn___bpf_lru_list_shrink2 -> fn___bpf_lru_list_shrink3
> + fn___bpf_lru_list_shrink3 -> local_freelist_check2
> + local_freelist_check2 -> local_freelist_check4 [xlabel = "Y"]
> + local_freelist_check2 -> common_lru_check2 [xlabel = "N"]
> + common_lru_check2 -> local_freelist_check5 [xlabel = "Y"]
> + common_lru_check2 -> fn_htab_lru_map_update_elem_ENOMEM [xlabel = "N"]
> + local_freelist_check5 -> fn_htab_lru_map_update_elem [xlabel = "Y"]
> + local_freelist_check5 -> local_freelist_check6 [xlabel = "N"]
> + local_freelist_check6 -> local_freelist_check7
> + local_freelist_check7 -> fn_htab_lru_map_update_elem
> +
> + fn_htab_lru_map_update_elem -> fn_htab_lru_map_update_elem3 [xlabel = "Y"]
> + fn_htab_lru_map_update_elem -> fn_htab_lru_map_update_elem2 [xlabel = "N"]
> + fn_htab_lru_map_update_elem2 ->
> + fn_htab_lru_map_update_elem_ENOMEM [xlabel = "Y"]
> + fn_htab_lru_map_update_elem2 -> local_freelist_check5 [xlabel = "N"]
> + fn_htab_lru_map_update_elem3 -> fn_htab_lru_map_update_elem4
> +
> + use_local_node -> fn_htab_lru_map_update_elem4
> + fn_bpf_lru_list_pop_free_to_local2 -> fn_htab_lru_map_update_elem4
> + local_freelist_check4 -> fn_htab_lru_map_update_elem4
> +
> + fn_htab_lru_map_update_elem4 -> fn_htab_lru_map_update_elem5 [xlabel="Y"]
> + fn_htab_lru_map_update_elem4 ->
> + fn_htab_lru_map_update_elem_EBUSY [xlabel="N"]
> + fn_htab_lru_map_update_elem5 -> fn_htab_lru_map_update_elem6
> +
> + // Create invisible pad nodes to line up various nodes
> + pad0 [style=invis]
> + pad1 [style=invis]
> + pad2 [style=invis]
> + pad3 [style=invis]
> + pad4 [style=invis]
> +
> + // Line up the key with the top of the graph
> + no_lock -> local_lock [style=invis]
> + local_lock -> lru_lock [style=invis]
> + lru_lock -> hash_lock [style=invis]
> + hash_lock -> remote_lock [style=invis]
> + remote_lock -> local_freelist_check5 [style=invis]
> + remote_lock -> fn___bpf_lru_list_shrink [style=invis]
> +
> + // Line up return code nodes at the bottom of the graph
> + fn_htab_lru_map_update_elem -> pad0 [style=invis]
> + pad0 -> pad1 [style=invis]
> + pad1 -> pad2 [style=invis]
> + pad2-> fn_htab_lru_map_update_elem_ENOMEM [style=invis]
> + fn_htab_lru_map_update_elem4 -> pad3 [style=invis]
> + pad3 -> fn_htab_lru_map_update_elem_EBUSY [style=invis]
> +
> + // Reduce diagram width by forcing some nodes to appear above others
> + local_freelist_check4 -> fn_htab_lru_map_update_elem3 [style=invis]
> + common_lru_check2 -> pad4 [style=invis]
> + pad4 -> local_freelist_check5 [style=invis]
> +}
> --
> 2.34.1
>