From f077033146cc295bb9785dacdd506154dc8cb49a Mon Sep 17 00:00:00 2001
From: Assaf Vayner <assafvayner@gmail.com>
Date: Fri, 13 Sep 2024 15:00:05 -0700
Subject: [PATCH 1/3] add cas_types (#8)

---
 Cargo.lock                          | 54 ++++++++++++++---
 Cargo.toml                          |  4 +-
 cas_types/Cargo.toml                | 10 ++++
 cas_types/src/compression_scheme.rs | 93 +++++++++++++++++++++++++++++
 cas_types/src/key.rs                | 93 +++++++++++++++++++++++++++++
 cas_types/src/lib.rs                | 51 ++++++++++++++++
 6 files changed, 296 insertions(+), 9 deletions(-)
 create mode 100644 cas_types/Cargo.toml
 create mode 100644 cas_types/src/compression_scheme.rs
 create mode 100644 cas_types/src/key.rs
 create mode 100644 cas_types/src/lib.rs

diff --git a/Cargo.lock b/Cargo.lock
index f7c45f1c..b3c04d75 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -403,7 +403,7 @@ dependencies = [
  "chrono",
  "lazy_static",
  "lru",
- "merklehash",
+ "merklehash 0.14.5",
  "mockall",
  "prometheus",
  "rand 0.8.5",
@@ -443,7 +443,7 @@ dependencies = [
  "lazy_static",
  "lz4",
  "merkledb",
- "merklehash",
+ "merklehash 0.14.5",
  "opentelemetry",
  "opentelemetry-http",
  "opentelemetry-jaeger",
@@ -478,13 +478,23 @@ dependencies = [
  "anyhow",
  "bincode",
  "http 1.1.0",
- "merklehash",
+ "merklehash 0.14.5",
  "rand 0.8.5",
  "tempfile",
  "tracing",
  "xet_error",
 ]
 
+[[package]]
+name = "cas_types"
+version = "0.1.0"
+dependencies = [
+ "anyhow",
+ "merklehash 0.14.5 (git+https://github.com/xetdata/xet-core)",
+ "serde",
+ "serde_repr",
+]
+
 [[package]]
 name = "cast"
 version = "0.3.0"
@@ -892,7 +902,7 @@ dependencies = [
  "lz4",
  "mdb_shard",
  "merkledb",
- "merklehash",
+ "merklehash 0.14.5",
  "mockall",
  "mockall_double",
  "mockstream",
@@ -2032,7 +2042,7 @@ dependencies = [
  "binary-heap-plus",
  "clap 3.2.25",
  "lazy_static",
- "merklehash",
+ "merklehash 0.14.5",
  "more-asserts",
  "rand 0.8.5",
  "regex",
@@ -2066,7 +2076,7 @@ dependencies = [
  "gearhash",
  "itertools 0.10.5",
  "lazy_static",
- "merklehash",
+ "merklehash 0.14.5",
  "parutils",
  "rand 0.8.5",
  "rand_chacha",
@@ -2099,6 +2109,23 @@ dependencies = [
  "structopt",
 ]
 
+[[package]]
+name = "merklehash"
+version = "0.14.5"
+source = "git+https://github.com/xetdata/xet-core#469028007186fd2cbcce3cbda4b78ea8b99c5818"
+dependencies = [
+ "blake3",
+ "generic-array",
+ "heed",
+ "rand 0.8.5",
+ "rand_chacha",
+ "rand_core 0.6.4",
+ "safe-transmute",
+ "serde",
+ "sha3",
+ "structopt",
+]
+
 [[package]]
 name = "mime"
 version = "0.3.17"
@@ -3462,6 +3489,17 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_repr"
+version = "0.1.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c64451ba24fc7a6a2d60fc75dd9c83c90903b19028d4eff35e88fc1e86564e9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.77",
+]
+
 [[package]]
 name = "serde_spanned"
 version = "0.6.7"
@@ -3559,7 +3597,7 @@ dependencies = [
  "lazy_static",
  "mdb_shard",
  "merkledb",
- "merklehash",
+ "merklehash 0.14.5",
  "opentelemetry",
  "opentelemetry-http",
  "opentelemetry-jaeger",
@@ -4554,7 +4592,7 @@ dependencies = [
  "http 0.2.12",
  "itertools 0.10.5",
  "lazy_static",
- "merklehash",
+ "merklehash 0.14.5",
  "parking_lot 0.11.2",
  "pin-project",
  "prost",
diff --git a/Cargo.toml b/Cargo.toml
index d0c9b664..cc1e11b8 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -16,7 +16,9 @@ members = [
     "retry_strategy",
     "shard_client",
     "utils",
-    "xet_error", "cas_object",
+    "xet_error",
+    "cas_object",
+    "cas_types",
 ]
 
 [profile.release]
diff --git a/cas_types/Cargo.toml b/cas_types/Cargo.toml
new file mode 100644
index 00000000..84ad3d6d
--- /dev/null
+++ b/cas_types/Cargo.toml
@@ -0,0 +1,10 @@
+[package]
+name = "cas_types"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+anyhow = "1.0.86"
+serde = { version = "1.0.208", features = ["derive"] }
+merklehash = { git = "https://github.com/xetdata/xet-core" }
+serde_repr = "0.1.19"
diff --git a/cas_types/src/compression_scheme.rs b/cas_types/src/compression_scheme.rs
new file mode 100644
index 00000000..5bbdd1b5
--- /dev/null
+++ b/cas_types/src/compression_scheme.rs
@@ -0,0 +1,93 @@
+use anyhow::anyhow;
+use std::str::FromStr;
+
+#[derive(Debug, PartialEq, Eq, Clone, Copy)]
+pub enum CompressionScheme {
+    None,
+    LZ4,
+}
+
+impl From<&CompressionScheme> for &'static str {
+    fn from(value: &CompressionScheme) -> Self {
+        match value {
+            CompressionScheme::None => "none",
+            CompressionScheme::LZ4 => "lz4",
+        }
+    }
+}
+
+impl From<CompressionScheme> for &'static str {
+    fn from(value: CompressionScheme) -> Self {
+        From::from(&value)
+    }
+}
+
+impl FromStr for CompressionScheme {
+    type Err = anyhow::Error;
+
+    fn from_str(s: &str) -> Result<Self, Self::Err> {
+        match s.to_lowercase().as_str() {
+            "" | "none" => Ok(CompressionScheme::None),
+            "lz4" => Ok(CompressionScheme::LZ4),
+            _ => Err(anyhow!("invalid value for compression scheme: {s}")),
+        }
+    }
+}
+
+// in the header value, we will consider
+pub fn multiple_accepted_encoding_header_value(list: Vec<CompressionScheme>) -> String {
+    let as_strs: Vec<&str> = list.iter().map(Into::into).collect();
+    as_strs.join(";").to_string()
+}
+
+#[cfg(test)]
+mod tests {
+    use super::{multiple_accepted_encoding_header_value, CompressionScheme};
+    use std::str::FromStr;
+
+    #[test]
+    fn test_from_str() {
+        assert_eq!(
+            CompressionScheme::from_str("LZ4").unwrap(),
+            CompressionScheme::LZ4
+        );
+        assert_eq!(
+            CompressionScheme::from_str("NONE").unwrap(),
+            CompressionScheme::None
+        );
+        assert_eq!(
+            CompressionScheme::from_str("NoNE").unwrap(),
+            CompressionScheme::None
+        );
+        assert_eq!(
+            CompressionScheme::from_str("none").unwrap(),
+            CompressionScheme::None
+        );
+        assert_eq!(
+            CompressionScheme::from_str("").unwrap(),
+            CompressionScheme::None
+        );
+        assert!(CompressionScheme::from_str("not-scheme").is_err());
+    }
+
+    #[test]
+    fn test_to_str() {
+        assert_eq!(Into::<&str>::into(CompressionScheme::LZ4), "lz4");
+        assert_eq!(Into::<&str>::into(CompressionScheme::None), "none");
+    }
+
+    #[test]
+    fn test_multiple_accepted_encoding_header_value() {
+        let multi = vec![CompressionScheme::LZ4, CompressionScheme::None];
+        assert_eq!(
+            multiple_accepted_encoding_header_value(multi),
+            "lz4;none".to_string()
+        );
+
+        let singular = vec![CompressionScheme::LZ4];
+        assert_eq!(
+            multiple_accepted_encoding_header_value(singular),
+            "lz4".to_string()
+        );
+    }
+}
diff --git a/cas_types/src/key.rs b/cas_types/src/key.rs
new file mode 100644
index 00000000..e3e6741e
--- /dev/null
+++ b/cas_types/src/key.rs
@@ -0,0 +1,93 @@
+use std::fmt::{Display, Formatter};
+
+use merklehash::MerkleHash;
+use serde::{Deserialize, Serialize};
+
+/// A Key indicates a prefixed merkle hash for some data stored in the CAS DB.
+#[derive(Debug, PartialEq, Default, Serialize, Deserialize, Ord, PartialOrd, Eq, Hash, Clone)]
+pub struct Key {
+    pub prefix: String,
+    pub hash: MerkleHash,
+}
+
+impl Display for Key {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        write!(f, "{}/{:x}", self.prefix, self.hash)
+    }
+}
+
+mod hex {
+    pub mod serde {
+        use merklehash::MerkleHash;
+        use serde::de::{self, Visitor};
+        use serde::{Deserializer, Serializer};
+        use std::fmt;
+
+        pub fn serialize<S>(value: &MerkleHash, serializer: S) -> Result<S::Ok, S::Error>
+        where
+            S: Serializer,
+        {
+            let hex = value.hex();
+            serializer.serialize_str(&hex)
+        }
+
+        pub fn deserialize<'de, D>(deserializer: D) -> Result<MerkleHash, D::Error>
+        where
+            D: Deserializer<'de>,
+        {
+            deserializer.deserialize_str(HexVisitor)
+        }
+
+        // Visitor for deserialization
+        struct HexVisitor;
+
+        impl<'de> Visitor<'de> for HexVisitor {
+            type Value = MerkleHash;
+
+            fn expecting(&self, formatter: &mut fmt::Formatter) -> fmt::Result {
+                formatter.write_str("a merklehash")
+            }
+
+            fn visit_str<E>(self, v: &str) -> Result<Self::Value, E>
+            where
+                E: de::Error,
+            {
+                MerkleHash::from_hex(v).map_err(|e| serde::de::Error::custom(e))
+            }
+        }
+    }
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize, Default)]
+pub struct HexMerkleHash(#[serde(with = "hex::serde")] pub MerkleHash);
+
+impl From<MerkleHash> for HexMerkleHash {
+    fn from(value: MerkleHash) -> Self {
+        HexMerkleHash(value)
+    }
+}
+
+impl From<HexMerkleHash> for MerkleHash {
+    fn from(value: HexMerkleHash) -> Self {
+        value.0
+    }
+}
+
+#[derive(Debug, Clone, Serialize, Deserialize, Default)]
+pub struct HexKey {
+    pub prefix: String,
+    #[serde(with = "hex::serde")]
+    pub hash: MerkleHash,
+}
+
+impl From<HexKey> for Key {
+    fn from(HexKey { prefix, hash }: HexKey) -> Self {
+        Key { prefix, hash }
+    }
+}
+
+impl From<Key> for HexKey {
+    fn from(Key { prefix, hash }: Key) -> Self {
+        HexKey { prefix, hash }
+    }
+}
diff --git a/cas_types/src/lib.rs b/cas_types/src/lib.rs
new file mode 100644
index 00000000..96b6d6dd
--- /dev/null
+++ b/cas_types/src/lib.rs
@@ -0,0 +1,51 @@
+use serde_repr::{Deserialize_repr, Serialize_repr};
+
+use merklehash::MerkleHash;
+use serde::{Deserialize, Serialize};
+
+pub mod compression_scheme;
+mod key;
+pub use key::*;
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct UploadXorbResponse {
+    pub was_inserted: bool,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct Range {
+    pub start: u64,
+    pub end: u64,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct CASReconstructionTerm {
+    pub hash: HexMerkleHash,
+    pub unpacked_length: u64,
+    pub range: Range,
+    pub url: String,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct QueryReconstructionResponse {
+    pub reconstruction: Vec<CASReconstructionTerm>,
+}
+
+#[derive(Debug, Serialize_repr, Deserialize_repr, Clone, Copy)]
+#[repr(u8)]
+pub enum UploadShardResponseType {
+    Exists = 0,
+    SyncPerformed = 1,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct UploadShardResponse {
+    pub result: UploadShardResponseType,
+}
+
+#[derive(Debug, Serialize, Deserialize, Clone)]
+pub struct QueryChunkResponse {
+    pub shard: MerkleHash,
+}
+
+pub type Salt = [u8; 32];

From db47085e8d2aa2569677f4fbdfdfdcbed09c80a3 Mon Sep 17 00:00:00 2001
From: Assaf Vayner <assafvayner@gmail.com>
Date: Fri, 13 Sep 2024 15:06:37 -0700
Subject: [PATCH 2/3] Update cas_types Cargo.toml (#9)

---
 cas_types/Cargo.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/cas_types/Cargo.toml b/cas_types/Cargo.toml
index 84ad3d6d..f74b8fda 100644
--- a/cas_types/Cargo.toml
+++ b/cas_types/Cargo.toml
@@ -6,5 +6,5 @@ edition = "2021"
 [dependencies]
 anyhow = "1.0.86"
 serde = { version = "1.0.208", features = ["derive"] }
-merklehash = { git = "https://github.com/xetdata/xet-core" }
+merklehash = { path = "../merklehash" }
 serde_repr = "0.1.19"

From 2f7116afde1b0d5b3294f3266b18c717e4c37e4f Mon Sep 17 00:00:00 2001
From: Joseph Godlewski <25814058+jgodlew@users.noreply.github.com>
Date: Fri, 13 Sep 2024 17:39:45 -0700
Subject: [PATCH 3/3] Adding hf_xet integration (#10)

---
 .gitignore                |    5 +-
 Cargo.toml                |    4 +
 data/src/lib.rs           |    2 +-
 data/src/pointer_file.rs  |    2 +-
 hf_xet/Cargo.lock         | 4625 +++++++++++++++++++++++++++++++++++++
 hf_xet/Cargo.toml         |   20 +
 hf_xet/README.md          |    4 +
 hf_xet/pyproject.toml     |   20 +
 hf_xet/src/config.rs      |   55 +
 hf_xet/src/data_client.rs |  129 ++
 hf_xet/src/lib.rs         |   89 +
 11 files changed, 4951 insertions(+), 4 deletions(-)
 create mode 100644 hf_xet/Cargo.lock
 create mode 100644 hf_xet/Cargo.toml
 create mode 100644 hf_xet/README.md
 create mode 100644 hf_xet/pyproject.toml
 create mode 100644 hf_xet/src/config.rs
 create mode 100644 hf_xet/src/data_client.rs
 create mode 100644 hf_xet/src/lib.rs

diff --git a/.gitignore b/.gitignore
index a6f94d6f..e10f74ca 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,8 +1,8 @@
-.idea
+**/.idea
 # Generated by Cargo
 # will have compiled files and executables
 debug/
-target/
+**/target/
 
 # These are backup files generated by rustfmt
 **/*.rs.bk
@@ -15,3 +15,4 @@ target/
 
 # VS Code configs
 .vscode
+venv
diff --git a/Cargo.toml b/Cargo.toml
index cc1e11b8..0fe0e6a4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,6 +21,10 @@ members = [
     "cas_types",
 ]
 
+exclude = [
+    "hf_xet",
+]
+
 [profile.release]
 opt-level = 3
 lto = true
diff --git a/data/src/lib.rs b/data/src/lib.rs
index 54ad90b5..7c2b7f4d 100644
--- a/data/src/lib.rs
+++ b/data/src/lib.rs
@@ -6,7 +6,7 @@ mod clean;
 pub mod configurations;
 mod constants;
 mod data_processing;
-mod errors;
+pub mod errors;
 mod metrics;
 mod pointer_file;
 mod remote_shard_interface;
diff --git a/data/src/pointer_file.rs b/data/src/pointer_file.rs
index 654b80cc..bdf4abea 100644
--- a/data/src/pointer_file.rs
+++ b/data/src/pointer_file.rs
@@ -12,7 +12,7 @@ const CURRENT_VERSION: &str = "0";
 /// A struct that wraps a Xet pointer file.
 /// Xet pointer file format is a TOML file,
 /// and the first line must be of the form "# xet version <x.y>"
-#[derive(Debug, Clone, PartialEq, Eq)]
+#[derive(Debug, Clone, PartialEq, Eq, Default)]
 pub struct PointerFile {
     /// The version string of the pointer file
     version_string: String,
diff --git a/hf_xet/Cargo.lock b/hf_xet/Cargo.lock
new file mode 100644
index 00000000..e027296f
--- /dev/null
+++ b/hf_xet/Cargo.lock
@@ -0,0 +1,4625 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "addr2line"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5fb1d8e4442bd405fdfd1dacb42792696b0cf9cb15882e5d097b742a676d375"
+dependencies = [
+ "gimli",
+]
+
+[[package]]
+name = "adler2"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
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+ "once_cell",
+ "version_check",
+]
+
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+ "once_cell",
+ "version_check",
+ "zerocopy",
+]
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+ "memchr",
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+
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+
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+checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
+
+[[package]]
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+ "libc",
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+
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+
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+
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+checksum = "0e7a6a57c8aeb40da1ec037f5d455836852f7a57e69e1b1ad3d8f38ac1d6cadf"
+dependencies = [
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+ "pin-project",
+ "slab",
+ "tokio",
+]
+
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+ "futures-core",
+ "pin-project-lite",
+]
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+ "syn 2.0.77",
+]
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+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.77",
+]
+
+[[package]]
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+]
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diff --git a/hf_xet/Cargo.toml b/hf_xet/Cargo.toml
new file mode 100644
index 00000000..32d0989f
--- /dev/null
+++ b/hf_xet/Cargo.toml
@@ -0,0 +1,20 @@
+[package]
+name = "hf_xet"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+[lib]
+name = "hf_xet"
+crate-type = ["cdylib"]
+
+[dependencies]
+pyo3 = { version = "0.20.2", features = [
+    "extension-module",
+    "abi3-py37",
+] }
+
+data = { path = "../data" }
+tokio = { version = "1.36", features = ["full"] }
+parutils = { path = "../parutils" }
+
diff --git a/hf_xet/README.md b/hf_xet/README.md
new file mode 100644
index 00000000..cd430e9c
--- /dev/null
+++ b/hf_xet/README.md
@@ -0,0 +1,4 @@
+# Development Notes
+
+* `pip install maturin`
+* from this directory: `maturin develop`
diff --git a/hf_xet/pyproject.toml b/hf_xet/pyproject.toml
new file mode 100644
index 00000000..c42a592a
--- /dev/null
+++ b/hf_xet/pyproject.toml
@@ -0,0 +1,20 @@
+[build-system]
+requires = ["maturin>=1.7,<2.0"]
+build-backend = "maturin"
+
+[project]
+name = "hfxet"
+requires-python = ">=3.8"
+classifiers = [
+    "Programming Language :: Rust",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+]
+dynamic = ["version"]
+[project.optional-dependencies]
+tests = [
+    "pytest",
+]
+[tool.maturin]
+python-source = "python"
+features = ["pyo3/extension-module"]
diff --git a/hf_xet/src/config.rs b/hf_xet/src/config.rs
new file mode 100644
index 00000000..e8ac6c42
--- /dev/null
+++ b/hf_xet/src/config.rs
@@ -0,0 +1,55 @@
+use std::env::current_dir;
+use std::fs;
+use data::configurations::{Auth, CacheConfig, DedupConfig, Endpoint, FileQueryPolicy, RepoInfo, StorageConfig, TranslatorConfig};
+use data::{DEFAULT_BLOCK_SIZE, errors};
+
+pub const SMALL_FILE_THRESHOLD: usize = 1;
+
+pub fn default_config(endpoint: String) -> errors::Result<TranslatorConfig> {
+    let path = current_dir()?.join(".xet");
+    fs::create_dir_all(&path)?;
+
+    let translator_config = TranslatorConfig {
+        file_query_policy: FileQueryPolicy::ServerOnly,
+        cas_storage_config: StorageConfig {
+            endpoint: Endpoint::Server(endpoint.clone()),
+            auth: Auth {
+                user_id: "".into(),
+                login_id: "".into(),
+            },
+            prefix: "default".into(),
+            cache_config: Some(CacheConfig {
+                cache_directory: path.join("cache"),
+                cache_size: 10 * 1024 * 1024 * 1024, // 10 GiB
+                cache_blocksize: DEFAULT_BLOCK_SIZE,
+            }),
+            staging_directory: None,
+        },
+        shard_storage_config: StorageConfig {
+            endpoint: Endpoint::Server(endpoint),
+            auth: Auth {
+                user_id: "".into(),
+                login_id: "".into(),
+            },
+            prefix: "default-merkledb".into(),
+            cache_config: Some(CacheConfig {
+                cache_directory: path.join("shard-cache"),
+                cache_size: 0,      // ignored
+                cache_blocksize: 0, // ignored
+            }),
+            staging_directory: Some(path.join("shard-session")),
+        },
+        dedup_config: Some(DedupConfig {
+            repo_salt: None,
+            small_file_threshold: SMALL_FILE_THRESHOLD,
+            global_dedup_policy: Default::default(),
+        }),
+        repo_info: Some(RepoInfo {
+            repo_paths: vec!["".into()],
+        }),
+    };
+
+    translator_config.validate()?;
+
+    Ok(translator_config)
+}
diff --git a/hf_xet/src/data_client.rs b/hf_xet/src/data_client.rs
new file mode 100644
index 00000000..95afa674
--- /dev/null
+++ b/hf_xet/src/data_client.rs
@@ -0,0 +1,129 @@
+use std::fs;
+use std::fs::File;
+use std::io::{BufReader, Read};
+use std::path::PathBuf;
+use std::sync::Arc;
+use data::{errors, PointerFile, PointerFileTranslator};
+use data::errors::DataProcessingError;
+use parutils::{ParallelError, tokio_par_for_each};
+use crate::config::default_config;
+
+/// The maximum git filter protocol packet size
+pub const GIT_MAX_PACKET_SIZE: usize = 65516;
+pub const MAX_CONCURRENT_UPLOADS: usize = 8; // TODO
+pub const MAX_CONCURRENT_DOWNLOADS: usize = 8; // TODO
+
+const DEFAULT_CAS_ENDPOINT: &str = "https://localhost:4884";
+const READ_BLOCK_SIZE: usize = 1024 * 1024;
+
+pub async fn upload_async(file_paths: Vec<String>) -> errors::Result<Vec<PointerFile>> {
+    // chunk files
+    // produce Xorbs + Shards
+    // upload shards and xorbs
+    // for each file, return the filehash
+
+    let config = default_config(DEFAULT_CAS_ENDPOINT.to_string())?;
+    let processor = Arc::new(PointerFileTranslator::new(config).await?);
+    let processor = &processor;
+    // for all files, clean them, producing pointer files.
+    let pointers = tokio_par_for_each(
+        file_paths,
+        MAX_CONCURRENT_UPLOADS,
+        |f, _| async {
+            let proc = processor.clone();
+            clean_file(&proc, f).await
+        },
+    ).await.map_err(|e| match e {
+        ParallelError::JoinError => {
+            DataProcessingError::InternalError("Join error".to_string())
+        }
+        ParallelError::TaskError(e) => e,
+    })?;
+
+    // Push the CAS blocks and flush the mdb to disk
+    processor.finalize_cleaning().await?;
+
+    Ok(pointers)
+}
+
+pub async fn download_async(pointer_files: Vec<PointerFile>) -> errors::Result<Vec<String>> {
+    let config = default_config(DEFAULT_CAS_ENDPOINT.to_string())?;
+    let processor = Arc::new(PointerFileTranslator::new(config).await?);
+    let processor = &processor;
+    let paths = tokio_par_for_each(
+        pointer_files,
+        MAX_CONCURRENT_DOWNLOADS,
+        |pointer_file, _| async move {
+            let proc = processor.clone();
+            smudge_file(&proc, &pointer_file).await
+        },
+    ).await.map_err(|e| match e {
+        ParallelError::JoinError => {
+            DataProcessingError::InternalError("Join error".to_string())
+        }
+        ParallelError::TaskError(e) => e,
+    })?;
+
+    Ok(paths)
+}
+
+async fn clean_file(processor: &PointerFileTranslator, f: String) -> errors::Result<PointerFile> {
+    let mut read_buf = vec![0u8; READ_BLOCK_SIZE];
+    let path = PathBuf::from(f);
+    let mut reader = BufReader::new(File::open(path.clone())?);
+
+    let handle = processor.start_clean(1024, None).await?;
+
+    loop {
+        let bytes = reader.read(&mut read_buf)?;
+        if bytes == 0 {
+            break;
+        }
+
+        handle.add_bytes(read_buf[0..bytes].to_vec()).await?;
+    }
+
+    let pf_str = handle.result().await?;
+    let pf = PointerFile::init_from_string(&pf_str, "");
+    Ok(pf)
+}
+
+async fn smudge_file(proc: &PointerFileTranslator, pointer_file: &PointerFile) -> errors::Result<String> {
+    let path = PathBuf::from(pointer_file.path());
+    if let Some(parent_dir) = path.parent() {
+        fs::create_dir_all(parent_dir)?;
+    }
+    let mut f = File::create(&path)?;
+    proc.smudge_file_from_pointer(&pointer_file, &mut f, None).await?;
+    Ok(pointer_file.path().to_string())
+}
+
+#[cfg(test)]
+mod tests {
+    use std::env::current_dir;
+    use std::fs::canonicalize;
+    use super::*;
+
+    #[tokio::test(flavor = "multi_thread", worker_threads = 1)]
+    async fn upload_files() {
+        let cwd = current_dir().unwrap();
+        let path = cwd.join("src").join("data_client.rs");
+        let abs_path = canonicalize(path).unwrap();
+        let s = abs_path.to_string_lossy();
+        let files = vec![
+            s.to_string(),
+        ];
+        let pointers = upload_async(files).await.unwrap();
+        println!("files: {pointers:?}");
+    }
+
+    #[tokio::test(flavor = "multi_thread", worker_threads = 1)]
+    async fn download_files() {
+        let pointers = vec![
+            PointerFile::init_from_info("/tmp/foo.rs", "e12be5e7cf55a47b78089bdf6fa1ebafe1836ef2b3ea7206b08ca37398f98a6f", 12700),
+        ];
+        let paths = download_async(pointers).await.unwrap();
+        println!("paths: {paths:?}");
+    }
+}
+
diff --git a/hf_xet/src/lib.rs b/hf_xet/src/lib.rs
new file mode 100644
index 00000000..c28d09cb
--- /dev/null
+++ b/hf_xet/src/lib.rs
@@ -0,0 +1,89 @@
+mod data_client;
+mod config;
+
+use pyo3::{pyfunction, PyResult};
+use pyo3::exceptions::PyException;
+use pyo3::prelude::*;
+use data::PointerFile;
+
+#[pyfunction]
+#[pyo3(signature = (file_paths), text_signature = "(file_paths: List[str]) -> List[PyPointerFile]")]
+pub fn upload_files(file_paths: Vec<String>) -> PyResult<Vec<PyPointerFile>> {
+    Ok(tokio::runtime::Builder::new_multi_thread()
+        .enable_all()
+        .build()?
+        .block_on(async {
+            data_client::upload_async(file_paths).await
+        }).map_err(|e| PyException::new_err(format!("{e:?}")))?
+        .into_iter()
+        .map(PyPointerFile::from)
+        .collect())
+}
+
+#[pyfunction]
+#[pyo3(signature = (files), text_signature = "(files: List[PyPointerFile]) -> List[str]")]
+pub fn download_files(files: Vec<PyPointerFile>) -> PyResult<Vec<String>> {
+    let pfs = files.into_iter().map(PointerFile::from)
+        .collect();
+    tokio::runtime::Builder::new_multi_thread()
+        .enable_all()
+        .build()?
+        .block_on(async move {
+            data_client::download_async(pfs).await
+        }).map_err(|e| PyException::new_err(format!("{e:?}")))
+}
+
+#[pyclass]
+#[derive(Clone, Debug)]
+pub struct PyPointerFile {
+    #[pyo3(get, set)]
+    path: String,
+    #[pyo3(get)]
+    hash: String,
+    #[pyo3(get)]
+    filesize: u64,
+}
+
+impl From<PointerFile> for PyPointerFile {
+    fn from(pf: PointerFile) -> Self {
+        Self {
+            path: pf.path().to_string(),
+            hash: pf.hash_string().to_string(),
+            filesize: pf.filesize(),
+        }
+    }
+}
+
+impl From<PyPointerFile> for PointerFile {
+    fn from(pf: PyPointerFile) -> Self {
+        PointerFile::init_from_info(&pf.path, &pf.hash, pf.filesize)
+    }
+}
+
+#[pymethods]
+impl PyPointerFile {
+    #[new]
+    pub fn new(path: String, hash: String, filesize: u64) -> Self {
+        Self {
+            path,
+            hash,
+            filesize,
+        }
+    }
+
+    fn __str__(&self) -> String {
+        format!("{self:?}")
+    }
+
+    fn __repr__(&self) -> String {
+        format!("PyPointerFile({}, {}, {})", self.path, self.hash, self.filesize)
+    }
+}
+
+#[pymodule]
+pub fn hf_xet(_py: Python<'_>, m: &PyModule) -> PyResult<()> {
+    m.add_function(wrap_pyfunction!(upload_files, m)?)?;
+    m.add_function(wrap_pyfunction!(download_files, m)?)?;
+    m.add_class::<PyPointerFile>()?;
+    Ok(())
+}