diff --git a/README.md b/README.md
index b770b6d..801a3a8 100644
--- a/README.md
+++ b/README.md
@@ -1,32 +1,21 @@
-
-
-
-
-
-
# Q3 Quick Querying of Qubes
This repostitory contains a collection of components designed to deliver user friendly cataloging for ecmwf's data. The STAC Server, Frontend and a periodic job to do tree compression can be deployed together to kubernetes using the [helm chart](./helm_chart). Thise deployment can then be accessed either via the Query Builder Web interface or the python client.
## 📦 Components Overview
-### 🌲 [Tree Compressor](./tree_compresser)
-> **Python/Rust Package**
-📋 Lists the datasets in an **FDB** and converts the output into a **compressed tree representation** for fast querying.
-
----
-
-### 🚀 [STAC Server](./stac_server)
+### 🚀 [Qubed STAC Server](./stac_server)
> **FastAPI STAC Server Backend**
- 🌟 Implements our proposed [Datacube STAC Extension](./structured_stac.md).
- 🛠️ Allows efficient traversal of ECMWF's datacubes.
-- 🔗 **[Live Example](http://catalogue.lumi.apps.dte.destination-earth.eu/stac?class=d1&dataset=extremes-dt&expver=0001&stream=oper)**.
+- Part of the implementation of this is [🌲 Tree Compressor](./tree_compresser), a **compressed tree representation** optimised for storing trees with many duplicated subtress.
+- 🔗 **[Live Example]()**.
---
-### 🌐 [Web Query Builder](./web_query_builder)
+### 🌐 [Qubed Web Query Builder](./web_query_builder)
> **Web Frontend**
- 👀 Displays data from the **STAC Server** in an intuitive user interface.
@@ -34,7 +23,7 @@ This repostitory contains a collection of components designed to deliver user fr
---
-### TODO: 🐍 [Python Query Builder](./python_query_builder)
+### TODO: 🐍 [Qubed Python Query Builder](./python_query_builder)
> **Python Client**
- 🤖 A Python client for the **STAC Server**.
diff --git a/tree_compresser/.gitignore b/tree_compresser/.gitignore
new file mode 100644
index 0000000..c8f0442
--- /dev/null
+++ b/tree_compresser/.gitignore
@@ -0,0 +1,72 @@
+/target
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+.pytest_cache/
+*.py[cod]
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+.venv/
+env/
+bin/
+build/
+develop-eggs/
+dist/
+eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+include/
+man/
+venv/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+pip-selfcheck.json
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.cache
+nosetests.xml
+coverage.xml
+
+# Translations
+*.mo
+
+# Mr Developer
+.mr.developer.cfg
+.project
+.pydevproject
+
+# Rope
+.ropeproject
+
+# Django stuff:
+*.log
+*.pot
+
+.DS_Store
+
+# Sphinx documentation
+docs/_build/
+
+# PyCharm
+.idea/
+
+# VSCode
+.vscode/
+
+# Pyenv
+.python-version
diff --git a/tree_compresser/Cargo.lock b/tree_compresser/Cargo.lock
new file mode 100644
index 0000000..8c23cac
--- /dev/null
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+ "windows_i686_gnu",
+ "windows_i686_gnullvm",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
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diff --git a/tree_compresser/Cargo.toml b/tree_compresser/Cargo.toml
new file mode 100644
index 0000000..9b1793c
--- /dev/null
+++ b/tree_compresser/Cargo.toml
@@ -0,0 +1,17 @@
+[package]
+name = "qubed_tree"
+version = "0.1.0"
+edition = "2021"
+
+[dependencies]
+rsfdb = {git = "https://github.com/ecmwf/rsfdb", branch = "develop"}
+serde = { version = "1.0", features = ["derive"] }
+serde_json = "1.0"
+pyo3 = "0.23.1"
+
+
+[lib]
+name = "tree_traverser"
+crate-type = ["cdylib"]
+path = "./rust_src/lib.rs"
+
diff --git a/tree_compresser/README.md b/tree_compresser/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/tree_compresser/pyproject.toml b/tree_compresser/pyproject.toml
index 391b59f..840ac4e 100644
--- a/tree_compresser/pyproject.toml
+++ b/tree_compresser/pyproject.toml
@@ -1,13 +1,27 @@
[build-system]
-requires = ["setuptools >= 61.0"]
-build-backend = "setuptools.build_meta"
+requires = ["maturin>=1.7,<2.0"]
+build-backend = "maturin"
[project]
-name = "TreeTraverser"
+name = "tree_traverser"
description = "Tools to work with compressed Datacubes and Trees"
+readme = "README.md"
+authors = [
+ {name = "Tom Hodson", email = "thomas.hodson@ecmwf.int"},
+]
+classifiers = [
+ "Programming Language :: Rust",
+ "Programming Language :: Python :: Implementation :: CPython",
+ "Programming Language :: Python :: Implementation :: PyPy",
+]
+requires-python = ">= 3.11"
dynamic = ["version"]
dependencies = [
- "fastapi",
"pe"
]
+[tool.maturin]
+python-source = "python_src"
+module-name = "tree_traverser.rust"
+features = ["pyo3/extension-module"]
+
diff --git a/tree_compresser/src/TreeTraverser/CompressedTree.py b/tree_compresser/python_src/tree_traverser/CompressedTree.py
similarity index 100%
rename from tree_compresser/src/TreeTraverser/CompressedTree.py
rename to tree_compresser/python_src/tree_traverser/CompressedTree.py
diff --git a/tree_compresser/python_src/tree_traverser/__init__.py b/tree_compresser/python_src/tree_traverser/__init__.py
new file mode 100644
index 0000000..d1138ce
--- /dev/null
+++ b/tree_compresser/python_src/tree_traverser/__init__.py
@@ -0,0 +1 @@
+from . import rust as backend
\ No newline at end of file
diff --git a/tree_compresser/src/TreeTraverser/fdb_schema/__init__.py b/tree_compresser/python_src/tree_traverser/fdb_schema/__init__.py
similarity index 100%
rename from tree_compresser/src/TreeTraverser/fdb_schema/__init__.py
rename to tree_compresser/python_src/tree_traverser/fdb_schema/__init__.py
diff --git a/tree_compresser/src/TreeTraverser/fdb_schema/fdb_schema_parser.py b/tree_compresser/python_src/tree_traverser/fdb_schema/fdb_schema_parser.py
similarity index 100%
rename from tree_compresser/src/TreeTraverser/fdb_schema/fdb_schema_parser.py
rename to tree_compresser/python_src/tree_traverser/fdb_schema/fdb_schema_parser.py
diff --git a/tree_compresser/src/TreeTraverser/fdb_schema/fdb_types.py b/tree_compresser/python_src/tree_traverser/fdb_schema/fdb_types.py
similarity index 100%
rename from tree_compresser/src/TreeTraverser/fdb_schema/fdb_types.py
rename to tree_compresser/python_src/tree_traverser/fdb_schema/fdb_types.py
diff --git a/tree_compresser/rust_src/lib.rs b/tree_compresser/rust_src/lib.rs
new file mode 100644
index 0000000..f74e242
--- /dev/null
+++ b/tree_compresser/rust_src/lib.rs
@@ -0,0 +1,88 @@
+#![allow(unused_imports)]
+#![allow(dead_code)]
+#![allow(unused_variables)]
+
+use rsfdb::listiterator::KeyValueLevel;
+use rsfdb::request::Request;
+use rsfdb::FDB; // Make sure the `fdb` crate is correctly specified in the dependencies
+
+use serde_json::{json, Value};
+use std::time::Instant;
+
+use pyo3::prelude::*;
+use pyo3::types::{PyDict, PyList, PyString};
+
+use crate::tree::TreeNode;
+use std::collections::HashMap;
+
+/// Formats the sum of two numbers as string.
+#[pyfunction]
+#[pyo3(signature = (request, fdb_config = None))]
+fn traverse_fdb(
+ request: HashMap>,
+ fdb_config: Option<&str>,
+) -> PyResult {
+ let start_time = Instant::now();
+ let fdb = FDB::new(fdb_config).unwrap();
+
+ let list_request =
+ Request::from_json(json!(request)).expect("Failed to create request from python dict");
+
+ let list = fdb.list(&list_request, true, true).unwrap();
+
+ // for item in list {
+ // for kvl in item.request {
+ // println!("{:?}", kvl);
+ // }
+ // }
+
+ let mut root = TreeNode::new(KeyValueLevel {
+ key: "root".to_string(),
+ value: "root".to_string(),
+ level: 0,
+ });
+
+ for item in list {
+ if let Some(request) = &item.request {
+ root.insert(&request);
+ }
+ }
+
+ // Traverse and print the tree
+ root.traverse(0, &|node, level| {
+ let indent = " ".repeat(level);
+ println!("{}{}={}", indent, node.key.key, node.key.value);
+ });
+
+ // Convert the tree to JSON
+ // let json_output = root.to_json();
+
+ // // Print the JSON output
+ // // println!("{}", serde_json::to_string_pretty(&json_output).unwrap());
+ // std::fs::write(
+ // "output.json",
+ // serde_json::to_string_pretty(&json_output).unwrap(),
+ // )
+ // .expect("Unable to write file");
+
+ // let duration = start_time.elapsed();
+ // println!("Total runtime: {:?}", duration);
+
+ Ok(("test").to_string())
+}
+
+use pyo3::prelude::*;
+
+/// Formats the sum of two numbers as string.
+#[pyfunction]
+fn sum_as_string(a: usize, b: usize) -> PyResult {
+ Ok((a + b + 2).to_string())
+}
+
+/// A Python module implemented in Rust. The name of this function must match
+/// the `lib.name` setting in the `Cargo.toml`, else Python will not be able to
+/// import the module.
+#[pymodule]
+fn rust(m: &Bound<'_, PyModule>) -> PyResult<()> {
+ m.add_function(wrap_pyfunction!(traverse_fdb, m)?)
+}
diff --git a/tree_compresser/rust_src/tree.rs b/tree_compresser/rust_src/tree.rs
new file mode 100644
index 0000000..9ab2488
--- /dev/null
+++ b/tree_compresser/rust_src/tree.rs
@@ -0,0 +1,66 @@
+#[derive(Debug)]
+pub struct TreeNode {
+ key: KeyValueLevel,
+ children: Vec,
+}
+
+impl TreeNode {
+ pub fn new(key: KeyValueLevel) -> Self {
+ TreeNode {
+ key,
+ children: Vec::new(),
+ }
+ }
+
+ pub fn insert(&mut self, path: &[KeyValueLevel]) {
+ if path.is_empty() {
+ return;
+ }
+
+ let kvl = &path[0];
+
+ // Check if a child with the same key and value exists
+ if let Some(child) = self.children.iter_mut().find(|child| child.key == *kvl) {
+ // Insert the remaining path into the existing child
+ child.insert(&path[1..]);
+ } else {
+ // Create a new child node
+ let mut new_child = TreeNode::new(kvl.clone());
+ new_child.insert(&path[1..]);
+ self.children.push(new_child);
+ }
+ }
+
+ pub fn traverse(&self, level: usize, callback: &F)
+ where
+ F: Fn(&TreeNode, usize),
+ {
+ callback(self, level);
+ for child in &self.children {
+ child.traverse(level + 1, callback);
+ }
+ }
+
+ pub fn to_json(&self) -> Value {
+ let formatted_key = format!("{}={}", self.key.key, self.key.value);
+
+ let children_json: Value = if self.children.is_empty() {
+ Value::Object(serde_json::Map::new())
+ } else {
+ Value::Object(
+ self.children
+ .iter()
+ .map(|child| {
+ (
+ format!("{}={}", child.key.key, child.key.value),
+ child.to_json(),
+ )
+ })
+ .collect(),
+ )
+ };
+
+ // Combine the formatted key with children
+ serde_json::json!({ formatted_key: children_json })
+ }
+}
diff --git a/tree_compresser/tests/test.py b/tree_compresser/tests/test.py
new file mode 100644
index 0000000..63a693e
--- /dev/null
+++ b/tree_compresser/tests/test.py
@@ -0,0 +1,26 @@
+from tree_traverser import backend
+
+
+
+config = """
+---
+type: remote
+host: databridge-prod-catalogue1-ope.ewctest.link
+port: 10000
+engine: remote
+store: remote
+"""
+
+def massage_request(r):
+ return {k : v if isinstance(v, list) else [v]
+ for k, v in r.items()}
+
+request = {
+ "class": "d1",
+ "dataset": "extremes-dt",
+ "expver": "0001",
+ "stream": "oper",
+ "date": ["20241117", "20241116"],
+ }
+
+backend.traverse_fdb(massage_request(request), fdb_config = config)