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