use std::io::BufReader;
#[cfg(any(feature = "ipc", feature = "parquet"))]
use polars::prelude::ArrowSchema;
use polars::prelude::PlPathRef;
use polars_io::cloud::CloudOptions;
use pyo3::prelude::*;
use pyo3::types::PyDict;
use crate::conversion::Wrap;
use crate::error::PyPolarsErr;
use crate::file::{EitherRustPythonFile, get_either_file};
#[cfg(feature = "ipc")]
#[pyfunction]
pub fn read_ipc_schema(py: Python<'_>, py_f: Py<PyAny>) -> PyResult<Bound<'_, PyDict>> {
use arrow::io::ipc::read::read_file_metadata;
let metadata = match get_either_file(py_f, false)? {
EitherRustPythonFile::Rust(r) => {
read_file_metadata(&mut BufReader::new(r)).map_err(PyPolarsErr::from)?
},
EitherRustPythonFile::Py(mut r) => read_file_metadata(&mut r).map_err(PyPolarsErr::from)?,
};
let dict = PyDict::new(py);
fields_to_pydict(&metadata.schema, &dict)?;
Ok(dict)
}
#[cfg(feature = "parquet")]
#[pyfunction]
pub fn read_parquet_metadata(
py: Python,
py_f: Py<PyAny>,
storage_options: Option<Vec<(String, String)>>,
credential_provider: Option<Py<PyAny>>,
retries: usize,
) -> PyResult<Bound<PyDict>> {
use std::io::Cursor;
use polars_error::feature_gated;
use polars_io::pl_async::get_runtime;
use polars_parquet::read::read_metadata;
use polars_parquet::read::schema::read_custom_key_value_metadata;
use polars_utils::plpath::PlPath;
use crate::file::{PythonScanSourceInput, get_python_scan_source_input};
let metadata = match get_python_scan_source_input(py_f, false)? {
PythonScanSourceInput::Buffer(buf) => {
read_metadata(&mut Cursor::new(buf)).map_err(PyPolarsErr::from)?
},
PythonScanSourceInput::Path(p) => {
let cloud_options = parse_cloud_options(
Some(p.as_ref()),
storage_options,
credential_provider,
retries,
)?;
match p {
PlPath::Local(local) => {
let file = polars_utils::open_file(&local).map_err(PyPolarsErr::from)?;
read_metadata(&mut BufReader::new(file)).map_err(PyPolarsErr::from)?
},
PlPath::Cloud(_) => {
use polars::prelude::ParquetObjectStore;
use polars_error::PolarsResult;
feature_gated!("cloud", {
py.detach(|| {
get_runtime().block_on(async {
let mut reader = ParquetObjectStore::from_uri(
p.as_ref(),
cloud_options.as_ref(),
None,
)
.await?;
let result = reader.get_metadata().await?;
PolarsResult::Ok((**result).clone())
})
})
})
.map_err(PyPolarsErr::from)?
},
}
},
PythonScanSourceInput::File(f) => {
read_metadata(&mut BufReader::new(f)).map_err(PyPolarsErr::from)?
},
};
let key_value_metadata = read_custom_key_value_metadata(metadata.key_value_metadata());
let dict = PyDict::new(py);
for (key, value) in key_value_metadata.into_iter() {
dict.set_item(key.as_str(), value.as_str())?;
}
Ok(dict)
}
#[cfg(any(feature = "ipc", feature = "parquet"))]
fn fields_to_pydict(schema: &ArrowSchema, dict: &Bound<'_, PyDict>) -> PyResult<()> {
for field in schema.iter_values() {
let dt = Wrap(polars::prelude::DataType::from_arrow_field(field));
dict.set_item(field.name.as_str(), &dt)?;
}
Ok(())
}
#[cfg(feature = "clipboard")]
#[pyfunction]
pub fn read_clipboard_string() -> PyResult<String> {
use arboard;
let mut clipboard =
arboard::Clipboard::new().map_err(|e| PyPolarsErr::Other(format!("{e}")))?;
let result = clipboard
.get_text()
.map_err(|e| PyPolarsErr::Other(format!("{e}")))?;
Ok(result)
}
#[cfg(feature = "clipboard")]
#[pyfunction]
pub fn write_clipboard_string(s: &str) -> PyResult<()> {
use arboard;
let mut clipboard =
arboard::Clipboard::new().map_err(|e| PyPolarsErr::Other(format!("{e}")))?;
clipboard
.set_text(s)
.map_err(|e| PyPolarsErr::Other(format!("{e}")))?;
Ok(())
}
pub fn parse_cloud_options<'a>(
first_path: Option<PlPathRef<'a>>,
storage_options: Option<Vec<(String, String)>>,
credential_provider: Option<Py<PyAny>>,
retries: usize,
) -> PyResult<Option<CloudOptions>> {
let result = if let Some(first_path) = first_path {
#[cfg(feature = "cloud")]
{
use polars_io::cloud::credential_provider::PlCredentialProvider;
use crate::prelude::parse_cloud_options;
let first_path_url = first_path.to_str();
let cloud_options =
parse_cloud_options(first_path_url, storage_options.unwrap_or_default())?;
Some(
cloud_options
.with_max_retries(retries)
.with_credential_provider(
credential_provider.map(PlCredentialProvider::from_python_builder),
),
)
}
#[cfg(not(feature = "cloud"))]
{
None
}
} else {
None
};
Ok(result)
}