Files
lancedb/python/src/lib.rs
T
Jack Ye ee231aad06 fix(python): validate function package requirements before registration (#4971)
Function dependency typos currently reach the environment build before
failing. Validate pip requirements with
`packaging.requirements.Requirement` and conda requirements with
Rattler's MatchSpec parser when constructing a function definition,
before source packaging or registration. Errors identify the original
entry and its index.

```python
@lancedb.function(pip=["numpy", "torch>=2.0,,<3"])
def score(value: float) -> float:
    return value
# ValueError: invalid pip[1] requirement 'torch>=2.0,,<3': ...
```

Preserves pip extras, markers, named references, bare archive/git URLs,
and conda channel/build specifications. The existing native extension
exposes the conda parser, so no additional Python package is required.
Adds regression coverage for invalid and supported forms, including the
deprecated `udf` alias.
2026-11-11 22:56:36 -08:00

173 lines
6.8 KiB
Rust

// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
use arrow::RecordBatchStream;
use connection::{Connection, connect, connect_namespace, connect_namespace_client};
use env_logger::Env;
use expr::{PyExpr, expr_col, expr_func, expr_lit};
use index::IndexConfig;
use permutation::{PyAsyncPermutationBuilder, PyPermutationReader};
use pyo3::{
Bound, PyResult, Python, pyfunction, pymodule,
types::{PyAnyMethods, PyModule, PyModuleMethods},
wrap_pyfunction,
};
use query::{FTSQuery, HybridQuery, Query, VectorQuery};
use session::Session;
use table::{
AddColumnsResult, AddResult, AlterColumnsResult, DeleteResult, DropColumnsResult, FtsToken,
FunctionColumnAutoRefreshStatus, FunctionColumnLastRefreshJob, FunctionColumnStatus,
FunctionColumnVersionStatus, FunctionErrorFragment, FunctionErrorRecord, FunctionErrors,
MergeResult, PyBlobFile, RTEWriteSpec, RefreshColumnResult, RefreshMaterializedViewResult,
Table, UpdateFieldMetadataResult, UpdateResult,
};
pub mod arrow;
pub mod authz;
pub mod catalog;
pub mod connection;
pub mod error;
pub mod expr;
pub mod header;
pub mod index;
pub mod job;
mod listing;
pub mod namespace;
pub mod oauth;
pub mod otel;
pub mod permutation;
pub mod query;
pub mod runtime;
pub mod session;
pub mod sql;
pub mod table;
pub mod util;
/// Shut down the shared Tokio runtime (see `runtime::shutdown`).
///
/// Registered below as a Python `atexit` callback rather than called
/// directly: `atexit` runs while the interpreter is still fully valid,
/// which is the coordinated, bounded exit the runtime otherwise never gets.
///
/// Runs the actual wait with the GIL released (`Python::detach`): shutdown
/// blocks the calling thread waiting on the runtime's own worker threads,
/// and if any in-flight task needs the GIL to finish (e.g. one that calls
/// back into Python), holding it here while waiting on that same task would
/// deadlock rather than time out.
#[pyfunction]
fn shutdown_runtime(py: Python<'_>) {
py.detach(|| runtime::shutdown(std::time::Duration::from_secs(5)));
}
#[pyfunction]
fn _doc_url(campaign: &str) -> PyResult<String> {
let link = lancedb::docs::DocLink::from_campaign(campaign).ok_or_else(|| {
pyo3::exceptions::PyValueError::new_err(format!("unknown doc link campaign: {campaign}"))
})?;
Ok(link.url())
}
#[pyfunction]
fn _append_doc_url(message: &str, campaign: &str) -> PyResult<String> {
let link = lancedb::docs::DocLink::from_campaign(campaign).ok_or_else(|| {
pyo3::exceptions::PyValueError::new_err(format!("unknown doc link campaign: {campaign}"))
})?;
Ok(link.append_to(message))
}
#[pymodule]
pub fn _lancedb(py: Python, m: &Bound<'_, PyModule>) -> PyResult<()> {
lancedb::docs::set_sdk_ident("python", env!("CARGO_PKG_VERSION"));
let env = Env::new()
.filter_or("LANCEDB_LOG", "warn")
.write_style("LANCEDB_LOG_STYLE");
env_logger::init_from_env(env);
m.add_class::<Connection>()?;
m.add_class::<connection::GpuClass>()?;
m.add_class::<catalog::Catalog>()?;
m.add_class::<catalog::DatabaseNames>()?;
m.add_class::<listing::NameListing>()?;
m.add_class::<listing::FunctionListing>()?;
m.add_class::<listing::JobListing>()?;
m.add_class::<authz::AuthorizationClient>()?;
m.add_class::<authz::AuthzSubject>()?;
m.add_class::<authz::AuthzObject>()?;
m.add_class::<authz::AuthzPrivilege>()?;
m.add_function(wrap_pyfunction!(catalog::connect_catalog, m)?)?;
m.add_class::<Session>()?;
m.add_class::<Table>()?;
m.add_class::<crate::oauth::PyOAuthSession>()?;
m.add_class::<crate::oauth::PySessionStatus>()?;
m.add_class::<crate::oauth::PySessionLogout>()?;
m.add_class::<crate::job::Job>()?;
m.add_class::<crate::job::JobInfo>()?;
m.add_class::<crate::job::JobDescription>()?;
m.add_class::<crate::job::JobFailureInfo>()?;
m.add_class::<crate::sql::Query>()?;
m.add_class::<crate::sql::QueryDescription>()?;
m.add_class::<PyBlobFile>()?;
m.add_class::<IndexConfig>()?;
m.add_class::<Query>()?;
m.add_class::<FTSQuery>()?;
m.add_class::<HybridQuery>()?;
m.add_class::<VectorQuery>()?;
m.add_class::<RecordBatchStream>()?;
m.add_class::<AddColumnsResult>()?;
m.add_class::<RefreshColumnResult>()?;
m.add_class::<FunctionErrors>()?;
m.add_class::<FunctionErrorRecord>()?;
m.add_class::<FunctionErrorFragment>()?;
m.add_class::<FunctionColumnStatus>()?;
m.add_class::<FunctionColumnVersionStatus>()?;
m.add_class::<FunctionColumnLastRefreshJob>()?;
m.add_class::<FunctionColumnAutoRefreshStatus>()?;
m.add_class::<RefreshMaterializedViewResult>()?;
m.add_class::<AlterColumnsResult>()?;
m.add_class::<UpdateFieldMetadataResult>()?;
m.add_class::<AddResult>()?;
m.add_class::<MergeResult>()?;
m.add_class::<RTEWriteSpec>()?;
m.add_class::<DeleteResult>()?;
m.add_class::<DropColumnsResult>()?;
m.add_class::<UpdateResult>()?;
m.add_class::<FtsToken>()?;
m.add_class::<PyAsyncPermutationBuilder>()?;
m.add_class::<PyPermutationReader>()?;
m.add_class::<PyExpr>()?;
// OpenTelemetry metrics bridge
m.add_class::<otel::PyMetricPoint>()?;
m.add_class::<otel::PyMetricDescription>()?;
m.add_function(wrap_pyfunction!(
otel::register_lancedb_metrics_recorder,
m
)?)?;
m.add_function(wrap_pyfunction!(otel::lancedb_metrics_catalog, m)?)?;
m.add_function(wrap_pyfunction!(otel::snapshot_lancedb_metrics, m)?)?;
m.add_function(wrap_pyfunction!(connect, m)?)?;
m.add_function(wrap_pyfunction!(connect_namespace, m)?)?;
m.add_function(wrap_pyfunction!(connect_namespace_client, m)?)?;
m.add_function(wrap_pyfunction!(table::tokenize, m)?)?;
m.add_function(wrap_pyfunction!(permutation::async_permutation_builder, m)?)?;
m.add_function(wrap_pyfunction!(util::validate_table_name, m)?)?;
m.add_function(wrap_pyfunction!(util::validate_conda_requirement, m)?)?;
m.add_function(wrap_pyfunction!(util::validate_function_retry_policy, m)?)?;
m.add_function(wrap_pyfunction!(util::parse_field_path, m)?)?;
m.add_function(wrap_pyfunction!(query::fts_query_to_json, m)?)?;
m.add_function(wrap_pyfunction!(expr_col, m)?)?;
m.add_function(wrap_pyfunction!(expr_lit, m)?)?;
m.add_function(wrap_pyfunction!(expr_func, m)?)?;
m.add_function(wrap_pyfunction!(_doc_url, m)?)?;
m.add_function(wrap_pyfunction!(_append_doc_url, m)?)?;
m.add("__version__", env!("CARGO_PKG_VERSION"))?;
m.add(
"_experimental_functions_enabled",
cfg!(feature = "experimental-functions"),
)?;
// Give the shared runtime a coordinated, bounded shutdown at normal
// process exit -- see `shutdown_runtime` and `runtime::shutdown` for why.
py.import("atexit")?
.call_method1("register", (wrap_pyfunction!(shutdown_runtime, m)?,))?;
Ok(())
}