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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.
//! An S3 implementation of [Blob] storage.
use std::cmp;
use std::fmt::{Debug, Formatter};
use std::ops::Range;
use std::sync::atomic::{self, AtomicU64};
use std::sync::Arc;
use std::time::{Duration, Instant};
use anyhow::anyhow;
use async_trait::async_trait;
use aws_config::sts::AssumeRoleProvider;
use aws_config::timeout::TimeoutConfig;
use aws_credential_types::Credentials;
use aws_sdk_s3::config::{AsyncSleep, Sleep};
use aws_sdk_s3::error::SdkError;
use aws_sdk_s3::primitives::ByteStream;
use aws_sdk_s3::types::{CompletedMultipartUpload, CompletedPart};
use aws_sdk_s3::Client as S3Client;
use aws_types::region::Region;
use bytes::Bytes;
use futures_util::stream::FuturesOrdered;
use futures_util::{FutureExt, StreamExt};
use mz_dyncfg::{Config, ConfigSet};
use mz_ore::bytes::{MaybeLgBytes, SegmentedBytes};
use mz_ore::cast::CastFrom;
use mz_ore::lgbytes::{LgBytes, MetricsRegion};
use mz_ore::metrics::MetricsRegistry;
use mz_ore::task::RuntimeExt;
use tokio::runtime::Handle as AsyncHandle;
use tracing::{debug, debug_span, trace, trace_span, Instrument};
use uuid::Uuid;
use crate::cfg::BlobKnobs;
use crate::error::Error;
use crate::location::{Blob, BlobMetadata, Determinate, ExternalError};
use crate::metrics::S3BlobMetrics;
/// Configuration for opening an [S3Blob].
#[derive(Clone, Debug)]
pub struct S3BlobConfig {
metrics: S3BlobMetrics,
client: S3Client,
bucket: String,
prefix: String,
cfg: Arc<ConfigSet>,
is_cc_active: bool,
}
// There is no simple way to hook into the S3 client to capture when its various timeouts
// are hit. Instead, we pass along marker values that inform our [MetricsSleep] impl which
// type of timeout was requested so it can substitute in a dynamic value set by config
// from the caller.
const OPERATION_TIMEOUT_MARKER: Duration = Duration::new(111, 1111);
const OPERATION_ATTEMPT_TIMEOUT_MARKER: Duration = Duration::new(222, 2222);
const CONNECT_TIMEOUT_MARKER: Duration = Duration::new(333, 3333);
const READ_TIMEOUT_MARKER: Duration = Duration::new(444, 4444);
#[derive(Debug)]
struct MetricsSleep {
knobs: Box<dyn BlobKnobs>,
metrics: S3BlobMetrics,
}
impl AsyncSleep for MetricsSleep {
fn sleep(&self, duration: Duration) -> Sleep {
let (duration, metric) = match duration {
OPERATION_TIMEOUT_MARKER => (
self.knobs.operation_timeout(),
Some(self.metrics.operation_timeouts.clone()),
),
OPERATION_ATTEMPT_TIMEOUT_MARKER => (
self.knobs.operation_attempt_timeout(),
Some(self.metrics.operation_attempt_timeouts.clone()),
),
CONNECT_TIMEOUT_MARKER => (
self.knobs.connect_timeout(),
Some(self.metrics.connect_timeouts.clone()),
),
READ_TIMEOUT_MARKER => (
self.knobs.read_timeout(),
Some(self.metrics.read_timeouts.clone()),
),
duration => (duration, None),
};
// the sleep future we return here will only be polled to
// completion if its corresponding http request to S3 times
// out, meaning we can chain incrementing the appropriate
// timeout counter to when it finishes
Sleep::new(tokio::time::sleep(duration).map(|x| {
if let Some(counter) = metric {
counter.inc();
}
x
}))
}
}
impl S3BlobConfig {
const EXTERNAL_TESTS_S3_BUCKET: &'static str = "MZ_PERSIST_EXTERNAL_STORAGE_TEST_S3_BUCKET";
/// Returns a new [S3BlobConfig] for use in production.
///
/// Stores objects in the given bucket prepended with the (possibly empty)
/// prefix. S3 credentials and region must be available in the process or
/// environment.
pub async fn new(
bucket: String,
prefix: String,
role_arn: Option<String>,
endpoint: Option<String>,
region: Option<String>,
credentials: Option<(String, String)>,
knobs: Box<dyn BlobKnobs>,
metrics: S3BlobMetrics,
cfg: Arc<ConfigSet>,
) -> Result<Self, Error> {
let is_cc_active = knobs.is_cc_active();
let mut loader = mz_aws_util::defaults();
if let Some(region) = region {
loader = loader.region(Region::new(region));
};
if let Some(role_arn) = role_arn {
let assume_role_sdk_config = mz_aws_util::defaults().load().await;
let role_provider = AssumeRoleProvider::builder(role_arn)
.configure(&assume_role_sdk_config)
.session_name("persist")
.build()
.await;
loader = loader.credentials_provider(role_provider);
}
if let Some((access_key_id, secret_access_key)) = credentials {
loader = loader.credentials_provider(Credentials::from_keys(
access_key_id,
secret_access_key,
None,
));
}
if let Some(endpoint) = endpoint {
loader = loader.endpoint_url(endpoint)
}
// NB: we must always use the custom sleep impl if we use the timeout marker values
loader = loader.sleep_impl(MetricsSleep {
knobs,
metrics: metrics.clone(),
});
loader = loader.timeout_config(
TimeoutConfig::builder()
// maximum time allowed for a top-level S3 API call (including internal retries)
.operation_timeout(OPERATION_TIMEOUT_MARKER)
// maximum time allowed for a single network call
.operation_attempt_timeout(OPERATION_ATTEMPT_TIMEOUT_MARKER)
// maximum time until a connection succeeds
.connect_timeout(CONNECT_TIMEOUT_MARKER)
// maximum time to read the first byte of a response
.read_timeout(READ_TIMEOUT_MARKER)
.build(),
);
let client = mz_aws_util::s3::new_client(&loader.load().await);
Ok(S3BlobConfig {
metrics,
client,
bucket,
prefix,
cfg,
is_cc_active,
})
}
/// Returns a new [S3BlobConfig] for use in unit tests.
///
/// By default, persist tests that use external storage (like s3) are
/// no-ops, so that `cargo test` does the right thing without any
/// configuration. To activate the tests, set the
/// `MZ_PERSIST_EXTERNAL_STORAGE_TEST_S3_BUCKET` environment variable and
/// ensure you have valid AWS credentials available in a location where the
/// AWS Rust SDK can discovery them.
///
/// This intentionally uses the `MZ_PERSIST_EXTERNAL_STORAGE_TEST_S3_BUCKET`
/// env as the switch for test no-op-ness instead of the presence of a valid
/// AWS authentication configuration envs because a developers might have
/// valid credentials present and this isn't an explicit enough signal from
/// a developer running `cargo test` that it's okay to use these
/// credentials. It also intentionally does not use the local drop-in s3
/// replacement to keep persist unit tests light.
///
/// On CI, these tests are enabled by adding the scratch-aws-access plugin
/// to the `cargo-test` step in `ci/test/pipeline.template.yml` and setting
/// `MZ_PERSIST_EXTERNAL_STORAGE_TEST_S3_BUCKET` in
/// `ci/test/cargo-test/mzcompose.py`.
///
/// For a Materialize developer, to opt in to these tests locally for
/// development, follow the AWS access guide:
///
/// ```text
/// https://github.com/MaterializeInc/i2/blob/main/doc/aws-access.md
/// ```
///
/// then running `source src/persist/s3_test_env_mz.sh`. You will also have
/// to run `aws sso login` if you haven't recently.
///
/// Non-Materialize developers will have to set up their own auto-deleting
/// bucket and export the same env vars that s3_test_env_mz.sh does.
///
/// Only public for use in src/benches.
pub async fn new_for_test() -> Result<Option<Self>, Error> {
let bucket = match std::env::var(Self::EXTERNAL_TESTS_S3_BUCKET) {
Ok(bucket) => bucket,
Err(_) => {
if mz_ore::env::is_var_truthy("CI") {
panic!("CI is supposed to run this test but something has gone wrong!");
}
return Ok(None);
}
};
struct TestBlobKnobs;
impl std::fmt::Debug for TestBlobKnobs {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
f.debug_struct("TestBlobKnobs").finish_non_exhaustive()
}
}
impl BlobKnobs for TestBlobKnobs {
fn operation_timeout(&self) -> Duration {
OPERATION_TIMEOUT_MARKER
}
fn operation_attempt_timeout(&self) -> Duration {
OPERATION_ATTEMPT_TIMEOUT_MARKER
}
fn connect_timeout(&self) -> Duration {
CONNECT_TIMEOUT_MARKER
}
fn read_timeout(&self) -> Duration {
READ_TIMEOUT_MARKER
}
fn is_cc_active(&self) -> bool {
false
}
}
// Give each test a unique prefix so they don't conflict. We don't have
// to worry about deleting any data that we create because the bucket is
// set to auto-delete after 1 day.
let prefix = Uuid::new_v4().to_string();
let role_arn = None;
let metrics = S3BlobMetrics::new(&MetricsRegistry::new());
let config = S3BlobConfig::new(
bucket,
prefix,
role_arn,
None,
None,
None,
Box::new(TestBlobKnobs),
metrics,
Arc::new(
ConfigSet::default()
.add(&ENABLE_S3_LGALLOC_CC_SIZES)
.add(&ENABLE_S3_LGALLOC_NONCC_SIZES)
.add(&ENABLE_ONE_ALLOC_PER_REQUEST),
),
)
.await?;
Ok(Some(config))
}
/// Returns a clone of Self with a new v4 uuid prefix.
pub fn clone_with_new_uuid_prefix(&self) -> Self {
let mut ret = self.clone();
ret.prefix = Uuid::new_v4().to_string();
ret
}
}
/// Implementation of [Blob] backed by S3.
#[derive(Debug)]
pub struct S3Blob {
metrics: S3BlobMetrics,
client: S3Client,
bucket: String,
prefix: String,
// Maximum number of keys we get information about per list-objects request.
//
// Defaults to 1000 which is the current AWS max.
max_keys: i32,
multipart_config: MultipartConfig,
cfg: Arc<ConfigSet>,
is_cc_active: bool,
}
impl S3Blob {
/// Opens the given location for non-exclusive read-write access.
pub async fn open(config: S3BlobConfig) -> Result<Self, ExternalError> {
let ret = S3Blob {
metrics: config.metrics,
client: config.client,
bucket: config.bucket,
prefix: config.prefix,
max_keys: 1_000,
multipart_config: MultipartConfig::default(),
cfg: config.cfg,
is_cc_active: config.is_cc_active,
};
// Connect before returning success. We don't particularly care about
// what's stored in this blob (nothing writes to it, so presumably it's
// empty) just that we were able and allowed to fetch it.
let _ = ret.get("HEALTH_CHECK").await?;
Ok(ret)
}
fn get_path(&self, key: &str) -> String {
format!("{}/{}", self.prefix, key)
}
}
pub(crate) const ENABLE_S3_LGALLOC_CC_SIZES: Config<bool> = Config::new(
"persist_enable_s3_lgalloc_cc_sizes",
true,
"An incident flag to disable copying fetched s3 data into lgalloc on cc sized clusters.",
);
pub(crate) const ENABLE_S3_LGALLOC_NONCC_SIZES: Config<bool> = Config::new(
"persist_enable_s3_lgalloc_noncc_sizes",
false,
"A feature flag to enable copying fetched s3 data into lgalloc on non-cc sized clusters.",
);
pub(crate) const ENABLE_ONE_ALLOC_PER_REQUEST: Config<bool> = Config::new(
"persist_enable_one_alloc_per_request",
true,
"An incident flag to disable making only one lgalloc allocation per multi-part request.",
);
#[async_trait]
impl Blob for S3Blob {
async fn get(&self, key: &str) -> Result<Option<SegmentedBytes>, ExternalError> {
let start_overall = Instant::now();
let path = self.get_path(key);
// S3 advises that it's fastest to download large objects along the part
// boundaries they were originally uploaded with [1].
//
// [1]: https://docs.aws.amazon.com/whitepapers/latest/s3-optimizing-performance-best-practices/use-byte-range-fetches.html
//
// One option is to run the same logic as multipart does and do the
// requests using the resulting byte ranges, but if we ever changed the
// multipart chunking logic, they wouldn't line up for old blobs written
// by a previous version.
//
// Another option is to store the part boundaries in the metadata we
// keep about the batch, but this would be large and wasteful.
//
// Luckily, s3 exposes a part_number param on GetObject requests that we
// can use. If an object was created with multipart, it allows
// requesting each part as they were originally uploaded by the part
// number index. With this, we can simply send off requests for part
// number 1..=num_parts and reassemble the results.
//
// We could roundtrip the number of parts through persist batch
// metadata, but with some cleverness, we can avoid even this. Turns
// out, if multipart upload wasn't used (it was just a normal PutObject
// request), s3 will still happily return it for a request specifying a
// part_number of 1. This lets us fire off a first request, which
// contains the metadata we need to determine how many additional parts
// we need, if any.
//
// So, the following call sends this first request. The SDK even returns
// the headers before the full data body has completed. This gives us
// the number of parts. We can then proceed to fetch the body of the
// first request concurrently with the rest of the parts of the object.
// For each header and body that we fetch, we track the fastest, and
// any large deviations from it.
let min_body_elapsed = Arc::new(MinElapsed::default());
let min_header_elapsed = Arc::new(MinElapsed::default());
self.metrics.get_part.inc();
// Fetch our first header, this tells us how many more are left.
let header_start = Instant::now();
let object = self
.client
.get_object()
.bucket(&self.bucket)
.key(&path)
.part_number(1)
.send()
.await;
let elapsed = header_start.elapsed();
min_header_elapsed.observe(elapsed, "s3 download first part header");
let first_part = match object {
Ok(object) => object,
Err(SdkError::ServiceError(err)) if err.err().is_no_such_key() => return Ok(None),
Err(err) => return Err(ExternalError::from(anyhow!("s3 get meta err: {}", err))),
};
// Get the remaining number of parts
let num_parts = match first_part.parts_count() {
// For a non-multipart upload, parts_count will be None. The rest of the code works
// perfectly well if we just pretend this was a multipart upload of 1 part.
None => 1,
// For any positive value greater than 0, just return it.
Some(parts @ 1..) => parts,
// A non-positive value is invalid.
Some(bad) => {
assert!(bad <= 0);
return Err(anyhow!("unexpected number of s3 object parts: {}", bad).into());
}
};
trace!(
"s3 download first header took {:?} ({num_parts} parts)",
start_overall.elapsed(),
);
let mut body_futures = FuturesOrdered::new();
let mut first_part = Some(first_part);
// Fetch the headers of the rest of the parts. (Starting at part 2 because we already
// did part 1.)
for part_num in 1..=num_parts {
// Clone a handle to our MinElapsed trackers so we can give one to
// each download task.
let min_header_elapsed = Arc::clone(&min_header_elapsed);
let min_body_elapsed = Arc::clone(&min_body_elapsed);
let get_invalid_resp = self.metrics.get_invalid_resp.clone();
let first_part = first_part.take();
let path = &path;
let request_future = async move {
// Fetch the headers of the rest of the parts. (Using the existing headers
// for part 1.
let mut object = match first_part {
Some(first_part) => {
assert_eq!(part_num, 1, "only the first part should be prefetched");
first_part
}
None => {
assert_ne!(part_num, 1, "first part should be prefetched");
// Request our headers.
let header_start = Instant::now();
let object = self
.client
.get_object()
.bucket(&self.bucket)
.key(path)
.part_number(part_num)
.send()
.await
.map_err(|err| {
ExternalError::from(anyhow!("s3 get meta err: {}", err))
})?;
min_header_elapsed
.observe(header_start.elapsed(), "s3 download part header");
object
}
};
// Request the body.
let body_start = Instant::now();
let mut body_parts = Vec::new();
// Get the data into lgalloc at the absolute earliest possible
// point without (yet) having to fork the s3 client library.
let enable_s3_lgalloc = if self.is_cc_active {
ENABLE_S3_LGALLOC_CC_SIZES.get(&self.cfg)
} else {
ENABLE_S3_LGALLOC_NONCC_SIZES.get(&self.cfg)
};
// Ideally we write all of the copy all of the bytes into a
// single allocation, but we retain a CYA fallback case.
let enable_one_allocation =
ENABLE_ONE_ALLOC_PER_REQUEST.get(&self.cfg) && enable_s3_lgalloc;
let mut buffer = match object.content_length() {
Some(len @ 1..) => {
if enable_one_allocation {
let len: u64 = len.try_into().expect("positive integer");
// N.B. `lgalloc` cannot reallocate so we need to make sure the initial
// allocation is large enough to fit then entire blob.
let buf: MetricsRegion<u8> = self
.metrics
.lgbytes
.persist_s3
.new_region(usize::cast_from(len));
Some(buf)
} else {
None
}
}
// content-length of 0 isn't necessarily invalid.
Some(len @ ..=-1) => {
tracing::trace!(?len, "found invalid content-length, falling back");
get_invalid_resp.inc();
None
}
Some(0) | None => None,
};
while let Some(data) = object.body.next().await {
let data =
data.map_err(|err| Error::from(format!("s3 get body err: {}", err)))?;
match &mut buffer {
// Write to our single allocation, if it's enabled.
Some(buf) => buf.extend_from_slice(&data[..]),
// Fallback to spilling into lgalloc is quick as possible.
None if enable_s3_lgalloc => {
body_parts.push(MaybeLgBytes::LgBytes(
self.metrics.lgbytes.persist_s3.try_mmap(&data),
));
}
// If all else false just heap allocate.
None => {
// In the CYA fallback case, make sure we skip the
// memcpy to preserve the previous behavior as closely
// as possible.
//
// TODO: Once we've validated the LgBytes path, change
// this fallback path to be a heap allocated LgBytes.
// Then we can remove the pub from MaybeLgBytes.
body_parts.push(MaybeLgBytes::Bytes(data));
}
}
}
// Append our single segment, if it exists.
if let Some(body) = buffer {
// If we're writing into a single buffer we shouldn't have
// pushed anything else into our segments.
assert!(body_parts.is_empty());
body_parts.push(MaybeLgBytes::LgBytes(LgBytes::from(Arc::new(body))));
}
let body_elapsed = body_start.elapsed();
min_body_elapsed.observe(body_elapsed, "s3 download part body");
Ok::<_, Error>(body_parts)
};
body_futures.push_back(request_future);
}
// Await on all of our parts requests.
let mut segments = vec![];
while let Some(result) = body_futures.next().await {
let mut part_body = result
// Download failure, we failed to fetch the body from S3.
.map_err(|err| Error::from(format!("s3 get body err: {}", err)))?;
// Collect all of our segments.
segments.append(&mut part_body);
}
debug!(
"s3 GetObject took {:?} ({} parts)",
start_overall.elapsed(),
num_parts
);
Ok(Some(SegmentedBytes::from(segments)))
}
async fn list_keys_and_metadata(
&self,
key_prefix: &str,
f: &mut (dyn FnMut(BlobMetadata) + Send + Sync),
) -> Result<(), ExternalError> {
let mut continuation_token = None;
// we only want to return keys that match the specified blob key prefix
let blob_key_prefix = self.get_path(key_prefix);
// but we want to exclude the shared root prefix from our returned keys,
// so only the blob key itself is passed in to `f`
let strippable_root_prefix = format!("{}/", self.prefix);
loop {
self.metrics.list_objects.inc();
let resp = self
.client
.list_objects_v2()
.bucket(&self.bucket)
.prefix(&blob_key_prefix)
.max_keys(self.max_keys)
.set_continuation_token(continuation_token)
.send()
.await
.map_err(|err| Error::from(err.to_string()))?;
if let Some(contents) = resp.contents {
for object in contents.iter() {
if let Some(key) = object.key.as_ref() {
if let Some(key) = key.strip_prefix(&strippable_root_prefix) {
let size_in_bytes = match object.size {
None => {
return Err(ExternalError::from(anyhow!(
"object missing size: {key}"
)))
}
Some(size) => size
.try_into()
.expect("file in S3 cannot have negative size"),
};
f(BlobMetadata { key, size_in_bytes });
} else {
return Err(ExternalError::from(anyhow!(
"found key with invalid prefix: {}",
key
)));
}
}
}
}
if resp.next_continuation_token.is_some() {
continuation_token = resp.next_continuation_token;
} else {
break;
}
}
Ok(())
}
async fn set(&self, key: &str, value: Bytes) -> Result<(), ExternalError> {
let value_len = value.len();
if self
.multipart_config
.should_multipart(value_len)
.map_err(anyhow::Error::msg)?
{
self.set_multi_part(key, value)
.instrument(debug_span!("s3set_multi", payload_len = value_len))
.await
} else {
self.set_single_part(key, value).await
}
}
async fn delete(&self, key: &str) -> Result<Option<usize>, ExternalError> {
// There is a race condition here where, if two delete calls for the
// same key occur simultaneously, both might think they did the actual
// deletion. This return value is only used for metrics, so it's
// unfortunate, but fine.
let path = self.get_path(key);
self.metrics.delete_head.inc();
let head_res = self
.client
.head_object()
.bucket(&self.bucket)
.key(&path)
.send()
.await;
let size_bytes = match head_res {
Ok(x) => match x.content_length {
None => {
return Err(ExternalError::from(anyhow!(
"s3 delete content length was none"
)))
}
Some(content_length) => {
u64::try_from(content_length).expect("file in S3 cannot have negative size")
}
},
Err(SdkError::ServiceError(err)) if err.err().is_not_found() => return Ok(None),
Err(err) => return Err(ExternalError::from(anyhow!("s3 delete head err: {}", err))),
};
self.metrics.delete_object.inc();
let _ = self
.client
.delete_object()
.bucket(&self.bucket)
.key(&path)
.send()
.await
.map_err(|err| Error::from(err.to_string()))?;
Ok(Some(usize::cast_from(size_bytes)))
}
async fn restore(&self, key: &str) -> Result<(), ExternalError> {
let path = self.get_path(key);
// Fetch the latest version of the object. If it's a normal version, return true;
// if it's a delete marker, delete it and loop; if there is no such version,
// return false.
// TODO: limit the number of delete markers we'll peel back?
loop {
// S3 only lets us fetch the versions of an object with a list requests.
// Seems a bit wasteful to just fetch one at a time, but otherwise we can only
// guess the order of versions via the timestamp, and that feels brittle.
let list_res = self
.client
.list_object_versions()
.bucket(&self.bucket)
.prefix(&path)
.max_keys(1)
.send()
.await
.map_err(|err| Error::from(err.to_string()))?;
let current_delete = list_res
.delete_markers()
.into_iter()
.filter(|d| {
// We need to check that any versions we're looking at have the right key,
// not just a key with our key as a prefix.
d.key() == Some(path.as_str())
})
.find(|d| d.is_latest().unwrap_or(false))
.and_then(|d| d.version_id());
if let Some(version) = current_delete {
let deleted = self
.client
.delete_object()
.bucket(&self.bucket)
.key(&path)
.version_id(version)
.send()
.await
.map_err(|err| Error::from(err.to_string()))?;
assert!(
deleted.delete_marker().unwrap_or(false),
"deleting a delete marker"
);
} else {
let has_current_version = list_res
.versions()
.into_iter()
.filter(|d| d.key() == Some(path.as_str()))
.any(|v| v.is_latest().unwrap_or(false));
if !has_current_version {
return Err(Determinate::new(anyhow!(
"unable to restore {key} in s3: no valid version exists"
))
.into());
}
return Ok(());
}
}
}
}
impl S3Blob {
async fn set_single_part(&self, key: &str, value: Bytes) -> Result<(), ExternalError> {
let start_overall = Instant::now();
let path = self.get_path(key);
let value_len = value.len();
let part_span = trace_span!("s3set_single", payload_len = value_len);
self.metrics.set_single.inc();
self.client
.put_object()
.bucket(&self.bucket)
.key(path)
.body(ByteStream::from(value))
.send()
.instrument(part_span)
.await
.map_err(|err| Error::from(err.to_string()))?;
debug!(
"s3 PutObject single done {}b / {:?}",
value_len,
start_overall.elapsed()
);
Ok(())
}
// TODO(benesch): remove this once this function no longer makes use of
// potentially dangerous `as` conversions.
#[allow(clippy::as_conversions)]
async fn set_multi_part(&self, key: &str, value: Bytes) -> Result<(), ExternalError> {
let start_overall = Instant::now();
let path = self.get_path(key);
// Start the multi part request and get an upload id.
trace!("s3 PutObject multi start {}b", value.len());
self.metrics.set_multi_create.inc();
let upload_res = self
.client
.create_multipart_upload()
.bucket(&self.bucket)
.key(&path)
.send()
.instrument(debug_span!("s3set_multi_start"))
.await
.map_err(|err| Error::from(format!("create_multipart_upload err: {}", err)))?;
let upload_id = upload_res.upload_id().ok_or_else(|| {
Error::from("create_multipart_upload response missing upload_id".to_string())
})?;
trace!(
"s3 create_multipart_upload took {:?}",
start_overall.elapsed()
);
let async_runtime = AsyncHandle::try_current().map_err(anyhow::Error::new)?;
// Fire off all the individual parts.
//
// TODO: The aws cli throttles how many of these are outstanding at any
// given point. We'll likely want to do the same at some point.
let start_parts = Instant::now();
let mut part_futs = Vec::new();
for (part_num, part_range) in self.multipart_config.part_iter(value.len()) {
// NB: Without this spawn, these will execute serially. This is rust
// async 101 stuff, but there isn't much async in the persist
// codebase (yet?) so I thought it worth calling out.
let part_span = debug_span!("s3set_multi_part", payload_len = part_range.len());
let part_fut = async_runtime.spawn_named(
// TODO: Add the key and part number once this can be annotated
// with metadata.
|| "persist_s3blob_put_part",
{
self.metrics.set_multi_part.inc();
self.client
.upload_part()
.bucket(&self.bucket)
.key(&path)
.upload_id(upload_id)
.part_number(part_num as i32)
.body(ByteStream::from(value.slice(part_range)))
.send()
.instrument(part_span)
.map(move |res| (start_parts.elapsed(), res))
},
);
part_futs.push((part_num, part_fut));
}
let parts_len = part_futs.len();
// Wait on all the parts to finish. This is done in part order, no need
// for joining them in the order they finish.
//
// TODO: Consider using something like futures::future::join_all() for
// this. That would cancel outstanding requests for us if any of them
// fails. However, it might not play well with using retries for tail
// latencies. Investigate.
let min_part_elapsed = MinElapsed::default();
let mut parts = Vec::with_capacity(parts_len);
for (part_num, part_fut) in part_futs.into_iter() {
let (this_part_elapsed, part_res) = part_fut
.await
.map_err(|err| Error::from(format!("s3 spawn err: {}", err)))?;
let part_res =
part_res.map_err(|err| Error::from(format!("s3 upload_part err: {}", err)))?;
let part_e_tag = part_res
.e_tag()
.ok_or_else(|| Error::from("s3 upload part missing e_tag"))?;
parts.push(
CompletedPart::builder()
.e_tag(part_e_tag)
.part_number(part_num as i32)
.build(),
);
min_part_elapsed.observe(this_part_elapsed, "s3 upload_part took");
}
trace!(
"s3 upload_parts overall took {:?} ({} parts)",
start_parts.elapsed(),
parts_len
);
// Complete the upload.
//
// Currently, we early return if any of the individual parts fail. This
// permanently orphans any parts that succeeded. One fix is to call
// abort_multipart_upload, which deletes them. However, there's also an
// option for an s3 bucket to auto-delete parts that haven't been
// completed or aborted after a given amount of time. This latter is
// simpler and also resilient to ill-timed mz restarts, so we use it for
// now. We could likely add the accounting necessary to make
// abort_multipart_upload work, but it would be complex and affect perf.
// Let's see how far we can get without it.
let start_complete = Instant::now();
self.metrics.set_multi_complete.inc();
self.client
.complete_multipart_upload()
.bucket(&self.bucket)
.key(&path)
.upload_id(upload_id)
.multipart_upload(
CompletedMultipartUpload::builder()
.set_parts(Some(parts))
.build(),
)
.send()
.instrument(debug_span!("s3set_multi_complete", num_parts = parts_len))
.await
.map_err(|err| Error::from(format!("complete_multipart_upload err: {}", err)))?;
trace!(
"s3 complete_multipart_upload took {:?}",
start_complete.elapsed()
);
debug!(
"s3 PutObject multi done {}b / {:?} ({} parts)",
value.len(),
start_overall.elapsed(),
parts_len
);
Ok(())
}
}
#[derive(Clone, Debug)]
struct MultipartConfig {
multipart_threshold: usize,
multipart_chunk_size: usize,
}
impl Default for MultipartConfig {
fn default() -> Self {
Self {
multipart_threshold: Self::DEFAULT_MULTIPART_THRESHOLD,
multipart_chunk_size: Self::DEFAULT_MULTIPART_CHUNK_SIZE,
}
}
}
const MB: usize = 1024 * 1024;
const TB: usize = 1024 * 1024 * MB;
impl MultipartConfig {
/// The minimum object size for which we start using multipart upload.
///
/// From the official `aws cli` tool implementation:
///
/// <https://github.com/aws/aws-cli/blob/2.4.14/awscli/customizations/s3/transferconfig.py#L18-L29>
const DEFAULT_MULTIPART_THRESHOLD: usize = 8 * MB;
/// The size of each part (except the last) in a multipart upload.
///
/// From the official `aws cli` tool implementation:
///
/// <https://github.com/aws/aws-cli/blob/2.4.14/awscli/customizations/s3/transferconfig.py#L18-L29>
const DEFAULT_MULTIPART_CHUNK_SIZE: usize = 8 * MB;
/// The largest size object creatable in S3.
///
/// From <https://docs.aws.amazon.com/AmazonS3/latest/userguide/qfacts.html>
const MAX_SINGLE_UPLOAD_SIZE: usize = 5 * TB;
/// The minimum size of a part in a multipart upload.
///
/// This minimum doesn't apply to the last chunk, which can be any size.
///
/// From <https://docs.aws.amazon.com/AmazonS3/latest/userguide/qfacts.html>
const MIN_UPLOAD_CHUNK_SIZE: usize = 5 * MB;
/// The smallest allowable part number (inclusive).
///
/// From <https://docs.aws.amazon.com/AmazonS3/latest/userguide/qfacts.html>
const MIN_PART_NUM: u32 = 1;
/// The largest allowable part number (inclusive).
///
/// From <https://docs.aws.amazon.com/AmazonS3/latest/userguide/qfacts.html>
const MAX_PART_NUM: u32 = 10_000;
fn should_multipart(&self, blob_len: usize) -> Result<bool, String> {
if blob_len > Self::MAX_SINGLE_UPLOAD_SIZE {
return Err(format!(
"S3 does not support blobs larger than {} bytes got: {}",
Self::MAX_SINGLE_UPLOAD_SIZE,
blob_len
));
}
Ok(blob_len > self.multipart_threshold)
}
fn part_iter(&self, blob_len: usize) -> MultipartChunkIter {
debug_assert!(self.multipart_chunk_size >= MultipartConfig::MIN_UPLOAD_CHUNK_SIZE);
MultipartChunkIter::new(self.multipart_chunk_size, blob_len)
}
}
#[derive(Clone, Debug)]
struct MultipartChunkIter {
total_len: usize,
part_size: usize,
part_idx: u32,
}
impl MultipartChunkIter {
fn new(default_part_size: usize, blob_len: usize) -> Self {
let max_parts: usize = usize::cast_from(MultipartConfig::MAX_PART_NUM);
// Compute the minimum part size we can use without going over the max
// number of parts that S3 allows: `ceil(blob_len / max_parts)`.This
// will end up getting thrown away by the `cmp::max` for anything
// smaller than `max_parts * default_part_size = 80GiB`.
let min_part_size = (blob_len + max_parts - 1) / max_parts;
let part_size = cmp::max(min_part_size, default_part_size);
// Part nums are 1-indexed in S3. Convert back to 0-indexed to make the
// range math easier to follow.
let part_idx = MultipartConfig::MIN_PART_NUM - 1;
MultipartChunkIter {
total_len: blob_len,
part_size,
part_idx,
}
}
}
impl Iterator for MultipartChunkIter {
type Item = (u32, Range<usize>);
fn next(&mut self) -> Option<Self::Item> {
let part_idx = self.part_idx;
self.part_idx += 1;
let start = usize::cast_from(part_idx) * self.part_size;
if start >= self.total_len {
return None;
}
let end = cmp::min(start + self.part_size, self.total_len);
let part_num = part_idx + 1;
Some((part_num, start..end))
}
}
/// A helper for tracking the minimum of a set of Durations.
#[derive(Debug)]
struct MinElapsed {
min: AtomicU64,
alert_factor: u64,
}
impl Default for MinElapsed {
fn default() -> Self {
MinElapsed {
min: AtomicU64::new(u64::MAX),
alert_factor: 8,
}
}
}
impl MinElapsed {
fn observe(&self, x: Duration, msg: &'static str) {
let nanos = x.as_nanos();
let nanos = u64::try_from(nanos).unwrap_or(u64::MAX);
// Possibly set a new minimum.
let prev_min = self.min.fetch_min(nanos, atomic::Ordering::SeqCst);
// Trace if our provided duration was much larger than our minimum.
let new_min = std::cmp::min(prev_min, nanos);
if nanos > new_min.saturating_mul(self.alert_factor) {
let min_duration = Duration::from_nanos(new_min);
let factor = self.alert_factor;
debug!("{msg} took {x:?} more than {factor}x the min {min_duration:?}");
} else {
trace!("{msg} took {x:?}");
}
}
}
// Make sure the "vendored" feature of the openssl_sys crate makes it into the
// transitive dep graph of persist, so that we don't attempt to link against the
// system OpenSSL library. Fake a usage of the crate here so that a good
// samaritan doesn't remove our unused dep.
#[allow(dead_code)]
fn openssl_sys_hack() {
openssl_sys::init();
}
#[cfg(test)]
mod tests {
use tracing::info;
use crate::location::tests::blob_impl_test;
use super::*;
#[mz_ore::test(tokio::test(flavor = "multi_thread"))]
#[cfg_attr(coverage, ignore)] // https://github.com/MaterializeInc/database-issues/issues/5586
#[cfg_attr(miri, ignore)] // error: unsupported operation: can't call foreign function `TLS_method` on OS `linux`
async fn s3_blob() -> Result<(), ExternalError> {
let config = match S3BlobConfig::new_for_test().await? {
Some(client) => client,
None => {
info!(
"{} env not set: skipping test that uses external service",
S3BlobConfig::EXTERNAL_TESTS_S3_BUCKET
);
return Ok(());
}
};
let config_multipart = config.clone_with_new_uuid_prefix();
blob_impl_test(move |path| {
let path = path.to_owned();
let config = config.clone();
async move {
let config = S3BlobConfig {
metrics: config.metrics.clone(),
client: config.client.clone(),
bucket: config.bucket.clone(),
prefix: format!("{}/s3_blob_impl_test/{}", config.prefix, path),
cfg: Arc::new(
ConfigSet::default()
.add(&ENABLE_S3_LGALLOC_CC_SIZES)
.add(&ENABLE_S3_LGALLOC_NONCC_SIZES)
.add(&ENABLE_ONE_ALLOC_PER_REQUEST),
),
is_cc_active: true,
};
let mut blob = S3Blob::open(config).await?;
blob.max_keys = 2;
Ok(blob)
}
})
.await?;
// Also specifically test multipart. S3 requires all parts but the last
// to be at least 5MB, which we don't want to do from a test, so this
// uses the multipart code path but only writes a single part.
{
let blob = S3Blob::open(config_multipart).await?;
blob.set_multi_part("multipart", "foobar".into()).await?;
assert_eq!(
blob.get("multipart").await?,
Some(b"foobar".to_vec().into())
);
}
Ok(())
}
#[mz_ore::test]
fn should_multipart() {
let config = MultipartConfig::default();
assert_eq!(config.should_multipart(0), Ok(false));
assert_eq!(config.should_multipart(1), Ok(false));
assert_eq!(
config.should_multipart(MultipartConfig::DEFAULT_MULTIPART_THRESHOLD),
Ok(false)
);
assert_eq!(
config.should_multipart(MultipartConfig::DEFAULT_MULTIPART_THRESHOLD + 1),
Ok(true)
);
assert_eq!(
config.should_multipart(MultipartConfig::DEFAULT_MULTIPART_THRESHOLD * 2),
Ok(true)
);
assert_eq!(
config.should_multipart(MultipartConfig::MAX_SINGLE_UPLOAD_SIZE),
Ok(true)
);
assert_eq!(
config.should_multipart(MultipartConfig::MAX_SINGLE_UPLOAD_SIZE + 1),
Err(
"S3 does not support blobs larger than 5497558138880 bytes got: 5497558138881"
.into()
)
);
}
#[mz_ore::test]
fn multipart_iter() {
let iter = MultipartChunkIter::new(10, 0);
assert_eq!(iter.collect::<Vec<_>>(), vec![]);
let iter = MultipartChunkIter::new(10, 9);
assert_eq!(iter.collect::<Vec<_>>(), vec![(1, 0..9)]);
let iter = MultipartChunkIter::new(10, 10);
assert_eq!(iter.collect::<Vec<_>>(), vec![(1, 0..10)]);
let iter = MultipartChunkIter::new(10, 11);
assert_eq!(iter.collect::<Vec<_>>(), vec![(1, 0..10), (2, 10..11)]);
let iter = MultipartChunkIter::new(10, 19);
assert_eq!(iter.collect::<Vec<_>>(), vec![(1, 0..10), (2, 10..19)]);
let iter = MultipartChunkIter::new(10, 20);
assert_eq!(iter.collect::<Vec<_>>(), vec![(1, 0..10), (2, 10..20)]);
let iter = MultipartChunkIter::new(10, 21);
assert_eq!(
iter.collect::<Vec<_>>(),
vec![(1, 0..10), (2, 10..20), (3, 20..21)]
);
}
}