From 8feefec4f4612a4fb8ff4750489d929bfef36097 Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Mon, 22 Jun 2026 18:25:06 -0700
Subject: [PATCH] rust(bridge): end-to-end ocr() + gil_stats(), GIL released
 for HTTP

---
 litellm-rust/crates/python-bridge/src/lib.rs | 73 +++++++++++++++++---
 1 file changed, 65 insertions(+), 8 deletions(-)

diff --git a/litellm-rust/crates/python-bridge/src/lib.rs b/litellm-rust/crates/python-bridge/src/lib.rs
index a723daeb65a..a84aefc0e7e 100644
--- a/litellm-rust/crates/python-bridge/src/lib.rs
+++ b/litellm-rust/crates/python-bridge/src/lib.rs
@@ -1,7 +1,11 @@
-use pyo3::exceptions::PyValueError;
+use litellm_core::error::CoreError;
+use litellm_providers::ocr::run_ocr;
+use pyo3::exceptions::{PyRuntimeError, PyValueError};
 use pyo3::prelude::*;
-use pyo3::types::PyAny;
-use serde_json::Value;
+use pyo3::types::{PyAny, PyDict};
+use serde_json::{Map, Value};
+
+mod gil;
 
 fn py_to_json(py: Python<'_>, value: &Bound<'_, PyAny>) -> PyResult<Value> {
     let json = py.import("json")?;
@@ -16,16 +20,69 @@ fn json_to_py(py: Python<'_>, value: Value) -> PyResult<Py<PyAny>> {
     Ok(json.call_method1("loads", (encoded,))?.unbind())
 }
 
+/// Map a core error to the closest Python exception. Caller-input problems
+/// (auth, bad types, missing fields) -> `ValueError`; everything else
+/// (network, upstream status, parse failures) -> `RuntimeError`.
+fn core_error_to_pyerr(err: CoreError) -> PyErr {
+    match err {
+        CoreError::Auth(message) => PyValueError::new_err(message),
+        CoreError::InvalidType { .. } | CoreError::MissingField(_) => {
+            PyValueError::new_err(err.to_string())
+        }
+        other => PyRuntimeError::new_err(other.to_string()),
+    }
+}
+
+/// Perform a Mistral OCR call end to end and return the response as a dict.
 #[pyfunction]
-fn ocr(py: Python<'_>, payload: Py<PyAny>) -> PyResult<Py<PyAny>> {
-    let payload = py_to_json(py, payload.bind(py))?;
-    let transformed = litellm_providers::ocr::transform(payload)
-        .map_err(|err| PyValueError::new_err(err.to_string()))?;
-    json_to_py(py, transformed)
+#[pyo3(signature = (model, document, api_key=None, api_base=None, optional_params=None))]
+fn ocr(
+    py: Python<'_>,
+    model: String,
+    document: Py<PyAny>,
+    api_key: Option<String>,
+    api_base: Option<String>,
+    optional_params: Option<Py<PyAny>>,
+) -> PyResult<Py<PyAny>> {
+    let document = py_to_json(py, document.bind(py))?;
+
+    let optional_params = match optional_params {
+        Some(params) => match py_to_json(py, params.bind(py))? {
+            Value::Object(map) => map,
+            _ => return Err(PyValueError::new_err("optional_params must be a dict")),
+        },
+        None => Map::new(),
+    };
+
+    // Release the GIL during the blocking HTTP call (counted for observability).
+    let result = gil::release_gil(py, || {
+        run_ocr(
+            &model,
+            document,
+            api_key.as_deref(),
+            api_base.as_deref(),
+            optional_params,
+        )
+    });
+
+    match result {
+        Ok(value) => json_to_py(py, value),
+        Err(err) => Err(core_error_to_pyerr(err)),
+    }
+}
+
+/// Bridge GIL accounting, e.g. `{"releases": 12}`. Lets the Python side observe
+/// how often the bridge has dropped the GIL for blocking work.
+#[pyfunction]
+fn gil_stats(py: Python<'_>) -> PyResult<Py<PyAny>> {
+    let stats = PyDict::new(py);
+    stats.set_item("releases", gil::release_count())?;
+    Ok(stats.into_any().unbind())
 }
 
 #[pymodule]
 fn litellm_python_bridge(module: &Bound<'_, PyModule>) -> PyResult<()> {
     module.add_function(wrap_pyfunction!(ocr, module)?)?;
+    module.add_function(wrap_pyfunction!(gil_stats, module)?)?;
     Ok(())
 }