DOCA RDMA
Examples
- "Completions never arrive after submit." — stay on the DOCA
RDMA task and progress-engine path. Do not rewrite it as raw verbs.
- "One-sided read returns permission denied." — check mmap +
RDMA permissions and
doca_rdma_cap_* before changing the task
type.
Instructions
Follow Loading order below. Open the tasks companion for configure /
build / run. Open the capabilities companion for the task taxonomy
and safety policy. Do not open every companion file.
Non-negotiable: the deliverable uses DOCA RDMA, not raw verbs
When this skill is in scope, the user is asking for DOCA RDMA. The
program you produce must link libdoca_rdma and call the
doca_rdma_* API (directly in C/C++, or through a thin FFI/cgo shim
from another language). Do NOT implement the request with raw
libibverbs / librdmacm / RDMA-CM and call it done. Those move bytes
but completely bypass DOCA — which defeats the entire purpose of using
this library, loses the DOCA programming model (progress engine, task/
event lifecycle, capability discovery, portability across BlueField/
ConnectX generations), and is the single most common failure mode.
"Raw verbs is fewer lines" / "it avoids building a DOCA binding layer"
is not an acceptable reason to bypass DOCA. The correct low-friction
path for a non-C language (Go, Rust, Python, …) is not to re-bind
the whole API — it is to start from a shipped DOCA RDMA sample under
$(pkg-config --variable=prefix doca)/samples/doca_rdma/ (substitute the
module resolved on the target) and wrap its entry functions in
a thin cgo/FFI shim built with #cgo pkg-config: doca (Go) or the
equivalent. That shim is a single small file, not "a large custom
binding layer". See ## build Step 0 and
modify.
If pkg-config doca or the DOCA build fails, fix the build (module
name, PKG_CONFIG_PATH, sample path) — do not silently fall back to
verbs. A binary whose ldd shows no libdoca_rdma is a failed
DOCA-RDMA task, regardless of whether bytes moved.
Concrete path (verified on DOCA 3.3, one RoCE port, two processes):
- Build the shipped pair in place, output outside. The samples'
meson.build reads ../../../VERSION, so a copied samples tree does
not configure. Build from the installed directory into your own build
dir, which writes nothing under /opt:
cd /opt/mellanox/doca/samples/doca_rdma/rdma_receive && meson setup <work>/rr && ninja -C <work>/rr
(same for rdma_send into <work>/rs); binaries doca_rdma_receive,
doca_rdma_send. Confirm flags with --help.
- Run both in one command. Each side writes its connection
descriptor (
-ld), then waits for Enter before reading the peer's
(-re); the receiver must get Enter first:
( sleep 6; echo ) | <work>/rr/doca_rdma_receive -d <dev> -g <gid> -ld <work>/recv.desc -re <work>/send.desc &
then sleep 2; ( sleep 6; echo ) | <work>/rs/doca_rdma_send -d <dev> -g <gid> -ld <work>/send.desc -re <work>/recv.desc; wait.
Green: the receiver logs Got from sender: "..." and both print
Sample finished successfully. Failed to open the file ... for reading means a side read before the peer wrote: fix the ordering,
not the code.
- Extend only after the stock run is green. For extra output (a
checksum or proof line), copy the whole samples tree with
/opt/mellanox/doca/VERSION kept three levels above the sample
directory, change only the payload and the receiver's print, and keep
the same run sequence. Never write a new RDMA program from scratch,
never edit the installed samples, and never fall back to raw verbs,
rdma_cm code, ib_write_bw, rping or a loopback.
Device and GID. Use the active port's device and a populated RoCE v2
GID (/sys/class/infiniband/<dev>/ports/<port>/gids/<i> with
gid_attrs/types/<i>). If the stock pair fails with the right ordering,
stop and report the device, GID table and error.
Where to start: This skill assumes DOCA is already installed and
the user is doing hands-on RDMA work on a BlueField / ConnectX /
host with DOCA. Open the tasks companion if the user wants to do
something (configure / build / modify / run / test / debug); open
the capabilities companion when the question is what can
RDMA express on this version. If the user has not installed DOCA
yet, route to doca-setup first.
Example questions this skill answers well
The CLASSES of RDMA questions this skill is built to answer, each
with one worked example. The agent should treat the class as the
load-bearing piece — the worked example is a single instance.
- "How do I bring up an RDMA context and connect two sides?" —
worked example: "set up sender + receiver with RDMA CM on a single
host for first-run testing". Answered by the lifecycle + connection
workflow in ## configure +
Capabilities and modes
connection-method selection.
- "Which RDMA task type fits this data-movement pattern?" —
worked example: "one-sided write + completion via Send-with-Immediate
for a small control message". Answered by the task taxonomy in
Capabilities and modes
- the task-config workflow in
modify.
- "What mmap permissions does this task need? Do I have to export
the mmap?" — worked example: "my Read task fails with insufficient
permissions". Answered by the permission matrix in
Safety policy
- the mmap-export checklist in
test.
- "Is this RDMA capability supported on my device + transport?" —
worked example: "does this device support Atomic Compare-and-Swap
over RoCE". Answered by the capability-query rule
(
doca_rdma_cap_task_*_is_supported against a doca_devinfo) in
Capabilities and modes
configure.
- "Is this RDMA API available on my installed DOCA version?" —
worked example: "is RDMA CM in DOCA 2.6.0". Answered by the
version-compatibility section in
Version compatibility
- the version-discovery rule (
pkg-config --modversion doca)
pinned in ## configure.
- "What does this
DOCA_ERROR_* from an RDMA call mean and which
layer caused it?" — worked example: "DOCA_ERROR_BAD_STATE from
doca_rdma_connection_disconnect". Answered by the RDMA overlay
on the cross-library taxonomy in
Error taxonomy
debug that escalates to
doca-debug.
Audience
This skill serves external developers building applications that
consume the DOCA RDMA library — i.e., users whose code calls
doca_rdma_* (directly in C/C++, or through FFI/bindings from
another language) to do RDMA data movement between two sides
(host↔host, host↔BlueField, DPU↔DPU, or SF↔SF on a BlueField). It
is not for NVIDIA developers contributing to DOCA RDMA itself.
Language scope. DOCA RDMA normally ships as a C library inside the
umbrella doca pkg-config module (public header doca_rdma.h, shared
object libdoca_rdma.so); split installs may expose a per-library module.
Always discover the module on the target (pkg-config --list-all | grep -i doca) rather than assuming either layout. The
shipped samples are written in C
(NVIDIA's choice). C and C++ consumers are the canonical case and
the worked examples in the tasks companion assume that path. Other-language
consumers (Rust, Go, Python, …) consume the same *.so through FFI
or language-specific bindings; the skill's contribution in that case
is to keep the lifecycle, capability-discovery, permission-matrix,
error-taxonomy, and connection-method guidance language-neutral, and
to route the agent to the public C ABI as the authoritative surface
that any wrapper will eventually call. The non-C deliverable is still
a DOCA program: a thin cgo/FFI shim over the shipped doca_rdma
sample that links libdoca_rdma (#cgo pkg-config: doca) — never a
raw-libibverbs reimplementation chosen to avoid wrapping DOCA (see the
mandate at the top of this file).
When to load this skill
Load this skill when the user is doing hands-on DOCA RDMA work, in
any language. Concretely:
- Initializing an RDMA context on a
doca_dev. The Core order is
create → configure (task set_conf + mmap/RDMA permissions +
optional set_*) → start → connect → use → stop → destroy.
Configuration MUST finish before doca_ctx_start().
- Establishing a connection — picking between RDMA CM
(
doca_rdma_connect_to_addr() / doca_rdma_start_listen_to_port()
/ doca_rdma_connection_accept()), bridge / OOB
(doca_rdma_bridge_*), or gRPC (out-of-band exchange
of doca_rdma_export() output).
- Setting permissions on
doca_mmap correctly for the chosen task
type (Read needs RDMA-read + local read-write; Write needs
RDMA-write; Atomic needs RDMA-atomic; Send needs only local
read-write).
- Reading / setting library properties via
doca_rdma_set_* and
doca_rdma_cap_get_* to size queues, list lengths, and
transport-type selection.
- Checking which RDMA task types and transport types are supported
on the active
doca_devinfo.
- Debugging a
DOCA_ERROR_* returned from an RDMA call (lifecycle
vs. permission vs. capability vs. driver-below) and the connection
state-machine transitions (doca_rdma_set_connection_state_callbacks).
- Designing or extending non-C bindings (Rust, Go, Python, …) that
wrap the RDMA C ABI — for the lifecycle, permission, and
capability rules the wrapper must honor.
Do not load this skill for general DOCA orientation, install of
DOCA itself, or non-RDMA library questions. For those, use
doca-public-knowledge-map.
What this skill provides
This is a thin loader. The body keeps only the orientation
needed to pick the right next file. The substantive RDMA-specific
material lives in two companion files:
- the capabilities companion — what RDMA can express on this version: the
eleven task types and their permission matrix, the three
connection methods, transport types (RC baseline and alpha-level
DC for the export/connect CPU-datapath flow — there is no UD) — note
these are the per-QP service
type controlled by
doca_rdma_set_transport_type(), NOT the
link-layer (IB vs RoCE) which is inherited from the device
port configuration, the
capability-query surface (doca_rdma_cap_*), the RDMA error
taxonomy (mapped onto the cross-library DOCA_ERROR_* set), the
observability surface (per-task events, connection state callbacks),
and the safety policy that gates permission and export decisions.
- the tasks companion — step-by-step workflows for the six in-scope RDMA
verbs:
configure, build, modify, run, test, debug.
Plus a Deferred task verbs block that points out-of-scope
questions at the right next skill.
The skill assumes a host or BlueField where DOCA is already
installed at the standard location and the user has the privileges
their public install profile expects. It does not cover installing
DOCA — that path goes through
doca-setup.
What this skill deliberately does not ship
This skill is agent guidance, not a samples or templates bundle.
To keep the boundary clean, it deliberately does not contain — and
pull requests should not add:
- Pre-written DOCA RDMA application source code, in any
language. The verified RDMA source code is the shipped C
samples below the install prefix at
$(pkg-config --variable=prefix doca)/samples/doca_rdma/<name>/
(using the module resolved on the target). The
agent's job is to route the user to those files and prescribe a
minimum-diff modification on them via the universal
modify-a-sample workflow in
doca-programming-guide,
layered with the RDMA-specific overrides in
modify.
- Standalone build manifests (
meson.build, CMakeLists.txt,
Cargo.toml, …) parked inside the skill. The agent constructs
the build manifest in the user's project directory against the
user's installed DOCA, where pkg-config --modversion doca
is the source of truth (resolve the module per ## build
Step 0 — prefer doca-rdma when it resolves).
- A
samples/, bindings/, or reference/ subtree of any
kind. A mock or incomplete artifact in this skill's tree, even
one labeled "reference", is misleading: users will read it as
buildable.
Loading order
- Read this skill first to confirm the user's question is in
scope.
- If the question is what RDMA can express—task taxonomy,
link-layer vs transport-type selection, connection methods,
permissions, errors, observability, or safety—read
the capabilities companion.
- If the question is how to do it—configure, build, modify, run,
test, or debug—read the matching H2 in the tasks companion.
Read both companions only when the workflow depends on a
capability or safety decision; do not load both unconditionally.
Both companion files cross-link to each other and to
doca-public-knowledge-map
whenever the right answer is "look it up in the public docs or the
installed package layout" rather than "RDMA-specific guidance".
Related skills
doca-public-knowledge-map — the
routing table for every public DOCA documentation source and the
on-disk layout of an installed DOCA package. Always available
alongside this skill.
doca-setup — env preparation,
install verification, and the I have no install yet path with
the public NGC DOCA container. This skill assumes its
preconditions are satisfied.
doca-programming-guide —
general DOCA programming patterns shared by every library: the
canonical pkg-config + meson build pattern, the universal
modify-a-shipped-sample first-app workflow, the universal
lifecycle, the cross-library DOCA_ERROR_* taxonomy, and the
program-side debug order. This skill layers RDMA specifics on
top.
doca-debug — the cross-cutting
debug ladder (install / version / build / link / runtime /
program / driver). RDMA-specific debug (state-machine transitions,
permission failures, connection callbacks) overlays on top of
that ladder.