Commenter Matt recently asked about sending large(r) amounts of data:
… I’m wondering if you would be able to provide some pointers or even examples that send very large amounts of data. e.g. sending files up to or > 2GB. Your examples use 1024 byte buffers. I suspect there is an efficient way of doing this given that there is a 2**31 limit for the message size.
I should point out that I don’t have lots of memory available as it’s used for other things.
There are many ways to do this, but since I’ve already covered using send/receive operations and using RDMA read/write, this would be a good occasion to combine elements of both and talk about how to handle flow control in general. I’ll also talk a bit about the RDMA-write-with-immediate-data (IBV_WR_RDMA_WRITE_WITH_IMM) operation, and I’ll illustrate these methods with a sample that transfers, using RDMA, a file specified on the command line.
As in previous posts, our sample consists of a server and a client. The server waits for connections from the client. The client does essentially two things after connecting to the server: it sends the name of the file it’s transferring, and then sends the contents of the file. We won’t concern ourselves with the nuts and bolts of establishing a connection; that’s been covered in previous posts. Instead, we’ll focus on synchronization and the flow control. What I’ve done with the code for this post though is invert the structure I built for my RDMA read/write post — there, I had the connection management code separated into client.c and server.c with the completion-processing code in common.c whereas here I’ve centralized the connection management in common.c and divided the completion processing between client.c and server.c.
Back to our example. There are many ways we could orchestrate the transfer of an entire file from client to server. For instance:
- Load the entire file into client memory, connect to the server, wait for the server to post a set of receives, then issue a send operation (on the client side) to copy the contents to the server.
- Load the entire file into client memory, register the memory, pass the region details to the server, let it issue an RDMA read to copy the entire file into its memory, then write the contents to disk.
- As above, but issue an RDMA write to copy the file contents into server memory, then signal it to write to disk.
- Open the file on the client, read one chunk, wait for the server to post a receive, then post a send operation on the client side, and loop until the entire file is sent.
- As above, but use RDMA reads.
- As above, but use RDMA writes.
Loading the entire file into memory can be impractical for large files, so we’ll skip the first three options. Of the remaining three, I’ll focus on using RDMA writes so that I can illustrate the use of the RDMA-write-with-immediate-data operation, something I’ve been meaning to talk about for a while. This operation is similar to a regular RDMA write except that the initiator can “attach” a 32-bit value to the write operation. Unlike regular RDMA writes, RDMA writes with immediate data require that a receive operation be posted on the target’s receive queue. The 32-bit value will be available when the completion is pulled from the target’s queue.
Update, Dec. 26: Roland D. rather helpfully pointed out that RDMA write with immediate data isn’t supported by iWARP adapters. We could rewrite to use an RDMA write (without immediate data) followed by a send, but this is left as an exercise for the reader.
Now that we’ve decided we’re going to break up the file into chunks, and write the chunks one at a time into the server’s memory, we need to find a way to ensure we don’t write chunks faster than the server can process them. We’ll do this by having the server send explicit messages to the client when it’s ready to receive data. The client, on the other hand, will use writes with immediate data to signal the server. The sequence looks something like this:
- Server starts listening for connections.
- Client posts a receive operation for a flow-control message and initiates a connection to the server.
- Server posts a receive operation for an RDMA write with immediate data and accepts the connection from the client.
- Server sends the client its target memory region details.
- Client re-posts a receive operation then responds by writing the name of the file to the server’s memory region. The immediate data field contains the length of the file name.
- Server opens a file descriptor, re-posts a receive operation, then responds with a message indicating it is ready to receive data.
- Client re-posts a receive operation, reads a chunk from the input file, then writes the chunk to the server’s memory region. The immediate data field contains the size of the chunk in bytes.
- Server writes the chunk to disk, re-posts a receive operation, then responds with a message indicating it is ready to receive data.
- Repeat steps 7, 8 until there is no data left to send.
- Client re-posts a receive operation, then initiates a zero-byte write to the server’s memory. The immediate data field is set to zero.
- Server responds with a message indicating it is done.
- Client closes the connection.
- Server closes the file descriptor.
A diagram may be helpful:
Looking at this sequence we see that the server only ever sends small messages to the client and only ever receives RDMA writes from the client. The client only ever executes RDMA writes and only ever receives small messages from the server.
Let’s start by looking at the server. The connection-establishment details are now hidden behind rc_init(), which sets various callback functions, and rc_server_loop(), which runs an event loop:
int main(int argc, char **argv)
{
rc_init(
on_pre_conn,
on_connection,
on_completion,
on_disconnect);
printf("waiting for connections. interrupt (^C) to exit.\n");
rc_server_loop(DEFAULT_PORT);
return 0;
}
The callback names are fairly obvious: on_pre_conn() is called when a connection request is received but before it is accepted, on_connection() is called when a connection is established, on_completion() is called when an entry is pulled from the completion queue, and on_disconnect() is called upon disconnection.
In on_pre_conn(), we allocate a structure to contain various connection context fields (a buffer to contain data from the client, a buffer from which to send messages to the client, etc.) and post a receive work request for the client’s RDMA writes:
static void post_receive(struct rdma_cm_id *id)
{
struct ibv_recv_wr wr, *bad_wr = NULL;
memset(&wr, 0, sizeof(wr));
wr.wr_id = (uintptr_t)id;
wr.sg_list = NULL;
wr.num_sge = 0;
TEST_NZ(ibv_post_recv(id->qp, &wr, &bad_wr));
}
What’s interesting here is that we’re setting sg_list = NULL and num_sge = 0. Incoming RDMA write requests will specify a target memory address, and since this work request is only ever going to match incoming RDMA writes, we don’t need to use sg_list and num_sge to specify a location in memory for the receive. After the connection is established, on_connection() sends the memory region details to the client:
static void on_connection(struct rdma_cm_id *id)
{
struct conn_context *ctx = (struct conn_context *)id->context;
ctx->msg->id = MSG_MR;
ctx->msg->data.mr.addr = (uintptr_t)ctx->buffer_mr->addr;
ctx->msg->data.mr.rkey = ctx->buffer_mr->rkey;
send_message(id);
}
This prompts the client to begin issuing RDMA writes, which trigger the on_completion() callback:
static void on_completion(struct ibv_wc *wc)
{
struct rdma_cm_id *id = (struct rdma_cm_id *)(uintptr_t)wc->wr_id;
struct conn_context *ctx = (struct conn_context *)id->context;
if (wc->opcode == IBV_WC_RECV_RDMA_WITH_IMM) {
uint32_t size = ntohl(wc->imm_data);
if (size == 0) {
ctx->msg->id = MSG_DONE;
send_message(id);
// don't need post_receive() since we're done with this connection
} else if (ctx->file_name[0]) {
ssize_t ret;
printf("received %i bytes.\n", size);
ret = write(ctx->fd, ctx->buffer, size);
if (ret != size)
rc_die("write() failed");
post_receive(id);
ctx->msg->id = MSG_READY;
send_message(id);
} else {
memcpy(ctx->file_name, ctx->buffer, (size > MAX_FILE_NAME) ? MAX_FILE_NAME : size);
ctx->file_name[size - 1] = '\0';
printf("opening file %s\n", ctx->file_name);
ctx->fd = open(ctx->file_name, O_WRONLY | O_CREAT | O_EXCL, S_IRUSR | S_IWUSR | S_IRGRP | S_IROTH);
if (ctx->fd == -1)
rc_die("open() failed");
post_receive(id);
ctx->msg->id = MSG_READY;
send_message(id);
}
}
}
We retrieve the immediate data field in line 7 and convert it from network byte order to host byte order. We then test three possible conditions:
- If
size == 0, the client has finished writing data (lines 9–14). We acknowledge this with MSG_DONE.
- If the first byte of
ctx->file_name is set, we already have the file name and have an open file descriptor (lines 15–30). We call write() to append the client’s data to our open file then reply with MSG_READY, indicating we’re ready to accept more data.
- Otherwise, we have yet to receive the file name (lines 30–45). We copy it from the incoming buffer, open a file descriptor, then reply with
MSG_READY to indicate we’re ready to receive data.
Upon disconnection, in on_disconnect(), we close the open file descriptor and tidy up memory registrations, etc. And that’s it for the server!
On the client side, main() is a little more complex in that we need to pass the server host name and port into rc_client_loop():
int main(int argc, char **argv)
{
struct client_context ctx;
if (argc != 3) {
fprintf(stderr, "usage: %s <server-address> <file-name>\n", argv[0]);
return 1;
}
ctx.file_name = basename(argv[2]);
ctx.fd = open(argv[2], O_RDONLY);
if (ctx.fd == -1) {
fprintf(stderr, "unable to open input file \"%s\"\n", ctx.file_name);
return 1;
}
rc_init(
on_pre_conn,
NULL, // on connect
on_completion,
NULL); // on disconnect
rc_client_loop(argv[1], DEFAULT_PORT, &ctx);
close(ctx.fd);
return 0;
}
We don’t provide on-connection or on-disconnect callbacks because these events aren’t especially relevant to the client. The on_pre_conn() callback is fairly similar to the server’s, except that the connection context structure is pre-allocated, and the receive work request we post (in post_receive()) requires a memory region:
static void post_receive(struct rdma_cm_id *id)
{
struct client_context *ctx = (struct client_context *)id->context;
struct ibv_recv_wr wr, *bad_wr = NULL;
struct ibv_sge sge;
memset(&wr, 0, sizeof(wr));
wr.wr_id = (uintptr_t)id;
wr.sg_list = &sge;
wr.num_sge = 1;
sge.addr = (uintptr_t)ctx->msg;
sge.length = sizeof(*ctx->msg);
sge.lkey = ctx->msg_mr->lkey;
TEST_NZ(ibv_post_recv(id->qp, &wr, &bad_wr));
}
We point sg_list to a buffer large enough to hold a struct message. The server will use this to pass along flow control messages. Each message will trigger a call to on_completion(), which is where the client does the bulk of its work:
static void on_completion(struct ibv_wc *wc)
{
struct rdma_cm_id *id = (struct rdma_cm_id *)(uintptr_t)(wc->wr_id);
struct client_context *ctx = (struct client_context *)id->context;
if (wc->opcode & IBV_WC_RECV) {
if (ctx->msg->id == MSG_MR) {
ctx->peer_addr = ctx->msg->data.mr.addr;
ctx->peer_rkey = ctx->msg->data.mr.rkey;
printf("received MR, sending file name\n");
send_file_name(id);
} else if (ctx->msg->id == MSG_READY) {
printf("received READY, sending chunk\n");
send_next_chunk(id);
} else if (ctx->msg->id == MSG_DONE) {
printf("received DONE, disconnecting\n");
rc_disconnect(id);
return;
}
post_receive(id);
}
}
This matches the sequence described above. Both send_file_name() and send_next_chunk() ultimately call write_remote():
static void write_remote(struct rdma_cm_id *id, uint32_t len)
{
struct client_context *ctx = (struct client_context *)id->context;
struct ibv_send_wr wr, *bad_wr = NULL;
struct ibv_sge sge;
memset(&wr, 0, sizeof(wr));
wr.wr_id = (uintptr_t)id;
wr.opcode = IBV_WR_RDMA_WRITE_WITH_IMM;
wr.send_flags = IBV_SEND_SIGNALED;
wr.imm_data = htonl(len);
wr.wr.rdma.remote_addr = ctx->peer_addr;
wr.wr.rdma.rkey = ctx->peer_rkey;
if (len) {
wr.sg_list = &sge;
wr.num_sge = 1;
sge.addr = (uintptr_t)ctx->buffer;
sge.length = len;
sge.lkey = ctx->buffer_mr->lkey;
}
TEST_NZ(ibv_post_send(id->qp, &wr, &bad_wr));
}
This RDMA request differs from those used in earlier posts in two ways: we set opcode to IBV_WR_RDMA_WRITE_WITH_IMM, and we set imm_data to the length of our buffer.
That wasn’t too bad, was it? If everything’s working as expected, you should see the following:
ib-host-1$ ./server
waiting for connections. interrupt (^C) to exit.
opening file test-file
received 10485760 bytes.
received 10485760 bytes.
received 5242880 bytes.
finished transferring test-file
^C
ib-host-1$ md5sum test-file
5815ed31a65c5da9745764c887f5f777 test-file
ib-host-2$ dd if=/dev/urandom of=test-file bs=1048576 count=25
25+0 records in
25+0 records out
26214400 bytes (26 MB) copied, 3.11979 seconds, 8.4 MB/s
ib-host-2$ md5sum test-file
5815ed31a65c5da9745764c887f5f777 test-file
ib-host-2$ ./client ib-host-1 test-file
received MR, sending file name
received READY, sending chunk
received READY, sending chunk
received READY, sending chunk
received READY, sending chunk
received DONE, disconnecting
If instead you see an error during memory registration, such as the following, you may need to increase your locked memory resource limits:
error: ctx->buffer_mr = ibv_reg_mr(rc_get_pd(), ctx->buffer, BUFFER_SIZE, IBV_ACCESS_LOCAL_WRITE) failed (returned zero/null).
The OpenMPI FAQ has a good explanation of how to do this.
Once more, the sample code is available here.
Updated, Dec. 21: Updated post to describe locked memory limit errors, and updated sample code to: check for ibv_reg_mr() errors; use basename() of file path rather than full path; add missing mode parameter to open() call; add missing library reference to Makefile. Thanks Matt.
Updated, Oct. 4: Sample code is now at https://github.com/tarickb/the-geek-in-the-corner/tree/master/03_file-transfer.
The Geek in the Corner 