Release Pingora version 0.1.0v0.1.0

Co-authored-by: Andrew Hauck <[email protected]>
Co-authored-by: Edward Wang <[email protected]>

10 files changed, 1896 insertions, 0 deletions

diff --git a/pingora-ketama/Cargo.toml b/pingora-ketama/Cargo.toml
new file mode 100644
index 0000000..1e467b5
--- /dev/null
+++ b/pingora-ketama/Cargo.toml
@@ -0,0 +1,32 @@
+[package]
+name = "pingora-ketama"
+version = "0.1.0"
+description = "Rust port of the nginx consistent hash function"
+authors = ["Pingora Team <[email protected]>"]
+license = "Apache-2.0"
+edition = "2021"
+repository = "https://github.com/cloudflare/pingora"
+categories = ["caching", "algorithms"]
+keywords = ["hash", "hashing", "consistent", "pingora"]
+
+[dependencies]
+crc32fast = "1.3"
+
+[dev-dependencies]
+criterion = "0.4"
+csv = "1.2"
+dhat = "0.3"
+env_logger = "0.9"
+log = { workspace = true }
+rand = "0.8"
+
+[[bench]]
+name = "simple"
+harness = false
+
+[[bench]]
+name = "memory"
+harness = false
+
+[features]
+heap-prof = []
diff --git a/pingora-ketama/LICENSE b/pingora-ketama/LICENSE
new file mode 100644
index 0000000..d645695
--- /dev/null
+++ b/pingora-ketama/LICENSE
@@ -0,0 +1,202 @@
+
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diff --git a/pingora-ketama/benches/memory.rs b/pingora-ketama/benches/memory.rs
new file mode 100644
index 0000000..ac12de4
--- /dev/null
+++ b/pingora-ketama/benches/memory.rs
@@ -0,0 +1,22 @@
+use pingora_ketama::{Bucket, Continuum};
+
+#[global_allocator]
+static ALLOC: dhat::Alloc = dhat::Alloc;
+
+fn buckets() -> Vec<Bucket> {
+    let mut b = Vec::new();
+
+    for i in 1..254 {
+        b.push(Bucket::new(
+            format!("127.0.0.{i}:6443").parse().unwrap(),
+            10,
+        ));
+    }
+
+    b
+}
+
+pub fn main() {
+    let _profiler = dhat::Profiler::new_heap();
+    let _c = Continuum::new(&buckets());
+}
diff --git a/pingora-ketama/benches/simple.rs b/pingora-ketama/benches/simple.rs
new file mode 100644
index 0000000..253cf33
--- /dev/null
+++ b/pingora-ketama/benches/simple.rs
@@ -0,0 +1,45 @@
+use pingora_ketama::{Bucket, Continuum};
+
+use criterion::{criterion_group, criterion_main, Criterion};
+use rand::distributions::Alphanumeric;
+use rand::{thread_rng, Rng};
+
+#[cfg(feature = "heap-prof")]
+#[global_allocator]
+static ALLOC: dhat::Alloc = dhat::Alloc;
+
+fn buckets() -> Vec<Bucket> {
+    let mut b = Vec::new();
+
+    for i in 1..101 {
+        b.push(Bucket::new(format!("127.0.0.{i}:6443").parse().unwrap(), 1));
+    }
+
+    b
+}
+
+fn random_string() -> String {
+    thread_rng()
+        .sample_iter(&Alphanumeric)
+        .take(30)
+        .map(char::from)
+        .collect()
+}
+
+pub fn criterion_benchmark(c: &mut Criterion) {
+    #[cfg(feature = "heap-prof")]
+    let _profiler = dhat::Profiler::new_heap();
+
+    c.bench_function("create_continuum", |b| {
+        b.iter(|| Continuum::new(&buckets()))
+    });
+
+    c.bench_function("continuum_hash", |b| {
+        let continuum = Continuum::new(&buckets());
+
+        b.iter(|| continuum.node(random_string().as_bytes()))
+    });
+}
+
+criterion_group!(benches, criterion_benchmark);
+criterion_main!(benches);
diff --git a/pingora-ketama/examples/health_aware_selector.rs b/pingora-ketama/examples/health_aware_selector.rs
new file mode 100644
index 0000000..938c7d7
--- /dev/null
+++ b/pingora-ketama/examples/health_aware_selector.rs
@@ -0,0 +1,94 @@
+use log::info;
+use pingora_ketama::{Bucket, Continuum};
+use std::collections::HashMap;
+use std::net::SocketAddr;
+
+// A repository for node healthiness, emulating a health checker.
+struct NodeHealthRepository {
+    nodes: HashMap<SocketAddr, bool>,
+}
+
+impl NodeHealthRepository {
+    fn new() -> Self {
+        NodeHealthRepository {
+            nodes: HashMap::new(),
+        }
+    }
+
+    fn set_node_health(&mut self, node: SocketAddr, is_healthy: bool) {
+        self.nodes.insert(node, is_healthy);
+    }
+
+    fn node_is_healthy(&self, node: &SocketAddr) -> bool {
+        self.nodes.get(node).cloned().unwrap_or(false)
+    }
+}
+
+// A health-aware node selector, which relies on the above health repository.
+struct HealthAwareNodeSelector<'a> {
+    ring: Continuum,
+    max_tries: usize,
+    node_health_repo: &'a NodeHealthRepository,
+}
+
+impl<'a> HealthAwareNodeSelector<'a> {
+    fn new(r: Continuum, tries: usize, nhr: &NodeHealthRepository) -> HealthAwareNodeSelector {
+        HealthAwareNodeSelector {
+            ring: r,
+            max_tries: tries,
+            node_health_repo: nhr,
+        }
+    }
+
+    // Try to select a node within <max_tries> attempts.
+    fn try_select(&self, key: &str) -> Option<SocketAddr> {
+        let node_iter = self.ring.node_iter(key.as_bytes());
+
+        for (tries, node) in node_iter.enumerate() {
+            if tries >= self.max_tries {
+                break;
+            }
+
+            if self.node_health_repo.node_is_healthy(node) {
+                return Some(*node);
+            }
+        }
+
+        None
+    }
+}
+
+// RUST_LOG=INFO cargo run --example health_aware_selector
+fn main() {
+    env_logger::init();
+
+    // Set up some nodes.
+    let buckets: Vec<_> = (1..=10)
+        .map(|i| Bucket::new(format!("127.0.0.{i}:6443").parse().unwrap(), 1))
+        .collect();
+
+    // Mark the 1-5th nodes healthy, the 6-10th nodes unhealthy.
+    let mut health_repo = NodeHealthRepository::new();
+    (1..=10)
+        .map(|i| (i, format!("127.0.0.{i}:6443").parse().unwrap()))
+        .for_each(|(i, n)| {
+            health_repo.set_node_health(n, i < 6);
+        });
+
+    // Create a health-aware selector with up to 3 tries.
+    let health_aware_selector =
+        HealthAwareNodeSelector::new(Continuum::new(&buckets), 3, &health_repo);
+
+    // Let's try the selector on a few keys.
+    for i in 0..5 {
+        let key = format!("key_{i}");
+        match health_aware_selector.try_select(&key) {
+            Some(node) => {
+                info!("{key}: {}:{}", node.ip(), node.port());
+            }
+            None => {
+                info!("{key}: no healthy node found!");
+            }
+        }
+    }
+}
diff --git a/pingora-ketama/src/lib.rs b/pingora-ketama/src/lib.rs
new file mode 100644
index 0000000..0917056
--- /dev/null
+++ b/pingora-ketama/src/lib.rs
@@ -0,0 +1,447 @@
+// Copyright 2024 Cloudflare, Inc.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+//! # pingora-ketama
+//! A Rust port of the nginx consistent hashing algorithm.
+//!
+//! This crate provides a consistent hashing algorithm which is identical in
+//! behavior to [nginx consistent hashing](https://www.nginx.com/resources/wiki/modules/consistent_hash/).
+//!
+//! Using a consistent hash strategy like this is useful when one wants to
+//! minimize the amount of requests that need to be rehashed to different nodes
+//! when a node is added or removed.
+//!
+//! Here's a simple example of how one might use it:
+//!
+//! ```
+//! use pingora_ketama::{Bucket, Continuum};
+//!
+//! # #[allow(clippy::needless_doctest_main)]
+//! fn main() {
+//!     // Set up a continuum with a few nodes of various weight.
+//!     let mut buckets = vec![];
+//!     buckets.push(Bucket::new("127.0.0.1:12345".parse().unwrap(), 1));
+//!     buckets.push(Bucket::new("127.0.0.2:12345".parse().unwrap(), 2));
+//!     buckets.push(Bucket::new("127.0.0.3:12345".parse().unwrap(), 3));
+//!     let ring = Continuum::new(&buckets);
+//!
+//!     // Let's see what the result is for a few keys:
+//!     for key in &["some_key", "another_key", "last_key"] {
+//!         let node = ring.node(key.as_bytes()).unwrap();
+//!         println!("{}: {}:{}", key, node.ip(), node.port());
+//!     }
+//! }
+//! ```
+//!
+//! ```bash
+//! # Output:
+//! some_key: 127.0.0.3:12345
+//! another_key: 127.0.0.3:12345
+//! last_key: 127.0.0.2:12345
+//! ```
+//!
+//! We've provided a health-aware example in
+//! `pingora-ketama/examples/health_aware_selector.rs`.
+//!
+//! For a carefully crafted real-world example, see the pingora-load-balancer
+//! crate.
+
+use std::cmp::Ordering;
+use std::io::Write;
+use std::net::SocketAddr;
+use std::usize;
+
+use crc32fast::Hasher;
+
+/// A [Bucket] represents a server for consistent hashing
+///
+/// A [Bucket] contains a [SocketAddr] to the server and a weight associated with it.
+#[derive(Clone, Debug, Eq, PartialEq, PartialOrd)]
+pub struct Bucket {
+    // The node name.
+    // TODO: UDS
+    node: SocketAddr,
+
+    // The weight associated with a node. A higher weight indicates that this node should
+    // receive more requests.
+    weight: u32,
+}
+
+impl Bucket {
+    /// Return a new bucket with the given node and weight.
+    ///
+    /// The chance that a [Bucket] is selected is proportional to the relative weight of all [Bucket]s.
+    ///
+    /// # Panics
+    ///
+    /// This will panic if the weight is zero.
+    pub fn new(node: SocketAddr, weight: u32) -> Self {
+        assert!(weight != 0, "weight must be at least one");
+
+        Bucket { node, weight }
+    }
+}
+
+// A point on the continuum.
+#[derive(Clone, Debug, Eq, PartialEq)]
+struct Point {
+    // the index to the actual address
+    node: u32,
+    hash: u32,
+}
+
+// We only want to compare the hash when sorting so we implement these traits by hand.
+impl Ord for Point {
+    fn cmp(&self, other: &Self) -> Ordering {
+        self.hash.cmp(&other.hash)
+    }
+}
+
+impl PartialOrd for Point {
+    fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
+        Some(self.cmp(other))
+    }
+}
+
+impl Point {
+    fn new(node: u32, hash: u32) -> Self {
+        Point { node, hash }
+    }
+}
+
+/// The consistent hashing ring
+///
+/// A [Continuum] represents a ring of buckets where a node is associated with various points on
+/// the ring.
+pub struct Continuum {
+    ring: Box<[Point]>,
+    addrs: Box<[SocketAddr]>,
+}
+
+impl Continuum {
+    /// Create a new [Continuum] with the given list of buckets.
+    pub fn new(buckets: &[Bucket]) -> Self {
+        // This constant is copied from nginx. It will create 160 points per weight unit. For
+        // example, a weight of 2 will create 320 points on the ring.
+        const POINT_MULTIPLE: u32 = 160;
+
+        if buckets.is_empty() {
+            return Continuum {
+                ring: Box::new([]),
+                addrs: Box::new([]),
+            };
+        }
+
+        // The total weight is multiplied by the factor of points to create many points per node.
+        let total_weight: u32 = buckets.iter().fold(0, |sum, b| sum + b.weight);
+        let mut ring = Vec::with_capacity((total_weight * POINT_MULTIPLE) as usize);
+        let mut addrs = Vec::with_capacity(buckets.len());
+
+        for bucket in buckets {
+            let mut hasher = Hasher::new();
+
+            // We only do the following for backwards compatibility with nginx/memcache:
+            // - Convert SocketAddr to string
+            // - The hash input is as follows "HOST EMPTY PORT PREVIOUS_HASH". Spaces are only added
+            //   for readability.
+            // TODO: remove this logic and hash the literal SocketAddr once we no longer
+            // need backwards compatibility
+
+            // with_capacity = max_len(ipv6)(39) + len(null)(1) + max_len(port)(5)
+            let mut hash_bytes = Vec::with_capacity(39 + 1 + 5);
+            write!(&mut hash_bytes, "{}", bucket.node.ip()).unwrap();
+            write!(&mut hash_bytes, "\0").unwrap();
+            write!(&mut hash_bytes, "{}", bucket.node.port()).unwrap();
+            hasher.update(hash_bytes.as_ref());
+
+            // A higher weight will add more points for this node.
+            let num_points = bucket.weight * POINT_MULTIPLE;
+
+            // This is appended to the crc32 hash for each point.
+            let mut prev_hash: u32 = 0;
+            addrs.push(bucket.node);
+            let node = addrs.len() - 1;
+            for _ in 0..num_points {
+                let mut hasher = hasher.clone();
+                hasher.update(&prev_hash.to_le_bytes());
+
+                let hash = hasher.finalize();
+                ring.push(Point::new(node as u32, hash));
+                prev_hash = hash;
+            }
+        }
+
+        // Sort and remove any duplicates.
+        ring.sort();
+        ring.dedup_by(|a, b| a.hash == b.hash);
+
+        Continuum {
+            ring: ring.into_boxed_slice(),
+            addrs: addrs.into_boxed_slice(),
+        }
+    }
+
+    /// Find the associated index for the given input.
+    pub fn node_idx(&self, input: &[u8]) -> usize {
+        let hash = crc32fast::hash(input);
+
+        // The `Result` returned here is either a match or the error variant returns where the
+        // value would be inserted.
+        match self.ring.binary_search_by(|p| p.hash.cmp(&hash)) {
+            Ok(i) => i,
+            Err(i) => {
+                // We wrap around to the front if this value would be inserted at the end.
+                if i == self.ring.len() {
+                    0
+                } else {
+                    i
+                }
+            }
+        }
+    }
+
+    /// Hash the given `hash_key` to the server address.
+    pub fn node(&self, hash_key: &[u8]) -> Option<SocketAddr> {
+        self.ring
+            .get(self.node_idx(hash_key)) // should we unwrap here?
+            .map(|p| self.addrs[p.node as usize])
+    }
+
+    /// Get an iterator of nodes starting at the original hashed node of the `hash_key`.
+    ///
+    /// This function is useful to find failover servers if the original ones are offline, which is
+    /// cheaper than rebuilding the entire hash ring.
+    pub fn node_iter(&self, hash_key: &[u8]) -> NodeIterator {
+        NodeIterator {
+            idx: self.node_idx(hash_key),
+            continuum: self,
+        }
+    }
+
+    pub fn get_addr(&self, idx: &mut usize) -> Option<&SocketAddr> {
+        let point = self.ring.get(*idx);
+        if point.is_some() {
+            // only update idx for non-empty ring otherwise we will panic on modulo 0
+            *idx = (*idx + 1) % self.ring.len();
+        }
+        point.map(|p| &self.addrs[p.node as usize])
+    }
+}
+
+/// Iterator over a Continuum
+pub struct NodeIterator<'a> {
+    idx: usize,
+    continuum: &'a Continuum,
+}
+
+impl<'a> Iterator for NodeIterator<'a> {
+    type Item = &'a SocketAddr;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        self.continuum.get_addr(&mut self.idx)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::net::SocketAddr;
+    use std::path::Path;
+
+    use super::{Bucket, Continuum};
+
+    fn get_sockaddr(ip: &str) -> SocketAddr {
+        ip.parse().unwrap()
+    }
+
+    #[test]
+    fn consistency_after_adding_host() {
+        fn assert_hosts(c: &Continuum) {
+            assert_eq!(c.node(b"a"), Some(get_sockaddr("127.0.0.10:6443")));
+            assert_eq!(c.node(b"b"), Some(get_sockaddr("127.0.0.5:6443")));
+        }
+
+        let buckets: Vec<_> = (1..11)
+            .map(|u| Bucket::new(get_sockaddr(&format!("127.0.0.{u}:6443")), 1))
+            .collect();
+        let c = Continuum::new(&buckets);
+        assert_hosts(&c);
+
+        // Now add a new host and ensure that the hosts don't get shuffled.
+        let buckets: Vec<_> = (1..12)
+            .map(|u| Bucket::new(get_sockaddr(&format!("127.0.0.{u}:6443")), 1))
+            .collect();
+
+        let c = Continuum::new(&buckets);
+        assert_hosts(&c);
+    }
+
+    #[test]
+    fn matches_nginx_sample() {
+        let upstream_hosts = ["127.0.0.1:7777", "127.0.0.1:7778"];
+        let upstream_hosts = upstream_hosts.iter().map(|i| get_sockaddr(i));
+
+        let mut buckets = Vec::new();
+        for upstream in upstream_hosts {
+            buckets.push(Bucket::new(upstream, 1));
+        }
+
+        let c = Continuum::new(&buckets);
+
+        assert_eq!(c.node(b"/some/path"), Some(get_sockaddr("127.0.0.1:7778")));
+        assert_eq!(
+            c.node(b"/some/longer/path"),
+            Some(get_sockaddr("127.0.0.1:7777"))
+        );
+        assert_eq!(
+            c.node(b"/sad/zaidoon"),
+            Some(get_sockaddr("127.0.0.1:7778"))
+        );
+        assert_eq!(c.node(b"/g"), Some(get_sockaddr("127.0.0.1:7777")));
+        assert_eq!(
+            c.node(b"/pingora/team/is/cool/and/this/is/a/long/uri"),
+            Some(get_sockaddr("127.0.0.1:7778"))
+        );
+        assert_eq!(
+            c.node(b"/i/am/not/confident/in/this/code"),
+            Some(get_sockaddr("127.0.0.1:7777"))
+        );
+    }
+
+    #[test]
+    fn matches_nginx_sample_data() {
+        let upstream_hosts = [
+            "10.0.0.1:443",
+            "10.0.0.2:443",
+            "10.0.0.3:443",
+            "10.0.0.4:443",
+            "10.0.0.5:443",
+            "10.0.0.6:443",
+            "10.0.0.7:443",
+            "10.0.0.8:443",
+            "10.0.0.9:443",
+        ];
+        let upstream_hosts = upstream_hosts.iter().map(|i| get_sockaddr(i));
+
+        let mut buckets = Vec::new();
+        for upstream in upstream_hosts {
+            buckets.push(Bucket::new(upstream, 100));
+        }
+
+        let c = Continuum::new(&buckets);
+
+        let path = Path::new(env!("CARGO_MANIFEST_DIR"))
+            .join("test-data")
+            .join("sample-nginx-upstream.csv");
+
+        let mut rdr = csv::ReaderBuilder::new()
+            .has_headers(false)
+            .from_path(path)
+            .unwrap();
+
+        for pair in rdr.records() {
+            let pair = pair.unwrap();
+            let uri = pair.get(0).unwrap();
+            let upstream = pair.get(1).unwrap();
+
+            let got = c.node(uri.as_bytes()).unwrap();
+            assert_eq!(got, get_sockaddr(upstream));
+        }
+    }
+
+    #[test]
+    fn node_iter() {
+        let upstream_hosts = ["127.0.0.1:7777", "127.0.0.1:7778", "127.0.0.1:7779"];
+        let upstream_hosts = upstream_hosts.iter().map(|i| get_sockaddr(i));
+
+        let mut buckets = Vec::new();
+        for upstream in upstream_hosts {
+            buckets.push(Bucket::new(upstream, 1));
+        }
+
+        let c = Continuum::new(&buckets);
+        let mut iter = c.node_iter(b"doghash");
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+
+        // drop 127.0.0.1:7777
+        let upstream_hosts = ["127.0.0.1:7777", "127.0.0.1:7779"];
+        let upstream_hosts = upstream_hosts.iter().map(|i| get_sockaddr(i));
+
+        let mut buckets = Vec::new();
+        for upstream in upstream_hosts {
+            buckets.push(Bucket::new(upstream, 1));
+        }
+
+        let c = Continuum::new(&buckets);
+        let mut iter = c.node_iter(b"doghash");
+        // 127.0.0.1:7778 nodes are gone now
+        // assert_eq!(iter.next(), Some("127.0.0.1:7778"));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7777")));
+        // assert_eq!(iter.next(), Some("127.0.0.1:7778"));
+        // assert_eq!(iter.next(), Some("127.0.0.1:7778"));
+        assert_eq!(iter.next(), Some(&get_sockaddr("127.0.0.1:7779")));
+
+        // assert infinite cycle
+        let c = Continuum::new(&[Bucket::new(get_sockaddr("127.0.0.1:7777"), 1)]);
+        let mut iter = c.node_iter(b"doghash");
+
+        let start_idx = iter.idx;
+        for _ in 0..c.ring.len() {
+            assert!(iter.next().is_some());
+        }
+        // assert wrap around
+        assert_eq!(start_idx, iter.idx);
+    }
+
+    #[test]
+    fn test_empty() {
+        let c = Continuum::new(&[]);
+        assert!(c.node(b"doghash").is_none());
+
+        let mut iter = c.node_iter(b"doghash");
+        assert!(iter.next().is_none());
+        assert!(iter.next().is_none());
+        assert!(iter.next().is_none());
+    }
+
+    #[test]
+    fn test_ipv6_ring() {
+        let upstream_hosts = ["[::1]:7777", "[::1]:7778", "[::1]:7779"];
+        let upstream_hosts = upstream_hosts.iter().map(|i| get_sockaddr(i));
+
+        let mut buckets = Vec::new();
+        for upstream in upstream_hosts {
+            buckets.push(Bucket::new(upstream, 1));
+        }
+
+        let c = Continuum::new(&buckets);
+        let mut iter = c.node_iter(b"doghash");
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7778")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7777")));
+        assert_eq!(iter.next(), Some(&get_sockaddr("[::1]:7779")));
+    }
+}
diff --git a/pingora-ketama/test-data/README.md b/pingora-ketama/test-data/README.md
new file mode 100644
index 0000000..f44bac8
--- /dev/null
+++ b/pingora-ketama/test-data/README.md
@@ -0,0 +1,18 @@
+# Steps to generate nginx upstream ketama hash logs
+
+1. Prepare nginx conf
+```
+mkdir -p /tmp/nginx-ketama/logs
+cp nginx.conf /tmp/nginx-ketama
+nginx -t -c nginx.conf -p /tmp/nginx-ketama
+```
+
+2. Generate trace
+```
+./trace.sh
+```
+
+3. Collect trace
+```
+ cp /tmp/nginx-ketama/logs/access.log ./sample-nginx-upstream.csv
+```
\ No newline at end of file
diff --git a/pingora-ketama/test-data/nginx.conf b/pingora-ketama/test-data/nginx.conf
new file mode 100644
index 0000000..7b30a3a
--- /dev/null
+++ b/pingora-ketama/test-data/nginx.conf
@@ -0,0 +1,29 @@
+events {}
+http {
+    log_format upper '$request_uri,$upstream_addr';
+
+    upstream uppers {
+        hash $request_uri consistent;
+
+        server 10.0.0.1:443 weight=100 max_fails=0;
+        server 10.0.0.2:443 weight=100 max_fails=0;
+        server 10.0.0.3:443 weight=100 max_fails=0;
+        server 10.0.0.4:443 weight=100 max_fails=0;
+        server 10.0.0.5:443 weight=100 max_fails=0;
+        server 10.0.0.6:443 weight=100 max_fails=0;
+        server 10.0.0.7:443 weight=100 max_fails=0;
+        server 10.0.0.8:443 weight=100 max_fails=0;
+        server 10.0.0.9:443 weight=100 max_fails=0;
+    }
+
+    server {
+        listen 127.0.0.1:8080;
+
+        location / {
+            access_log /tmp/nginx-ketama/logs/access.log upper;
+            proxy_connect_timeout 5ms;
+            proxy_next_upstream off;
+            proxy_pass http://uppers;
+        }
+    }
+}
\ No newline at end of file
diff --git a/pingora-ketama/test-data/sample-nginx-upstream.csv b/pingora-ketama/test-data/sample-nginx-upstream.csv
new file mode 100644
index 0000000..1b0c113
--- /dev/null
+++ b/pingora-ketama/test-data/sample-nginx-upstream.csv
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\ No newline at end of file
diff --git a/pingora-ketama/test-data/trace.sh b/pingora-ketama/test-data/trace.sh
new file mode 100755
index 0000000..1c309bb
--- /dev/null
+++ b/pingora-ketama/test-data/trace.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -eu
+for i in {0..1000}; do
+    URI=$(openssl rand -hex 20)
+    curl http://localhost:8080/$URI -so /dev/null || true
+done
\ No newline at end of file