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Merge pull request #2850 from finos/python-schema-relax
Relax `Table` schema constructor
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@@ -16,7 +16,6 @@ | |
"Server", | ||
"Client", | ||
"PerspectiveError", | ||
"PerspectiveWidget", | ||
"ProxySession", | ||
] | ||
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||
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@@ -14,3 +14,5 @@ pub mod client_sync; | |
mod pandas; | ||
mod pyarrow; | ||
pub mod python; | ||
pub mod table_data; | ||
pub mod update_data; |
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@@ -0,0 +1,84 @@ | ||
// ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ | ||
// ┃ ██████ ██████ ██████ █ █ █ █ █ █▄ ▀███ █ ┃ | ||
// ┃ ▄▄▄▄▄█ █▄▄▄▄▄ ▄▄▄▄▄█ ▀▀▀▀▀█▀▀▀▀▀ █ ▀▀▀▀▀█ ████████▌▐███ ███▄ ▀█ █ ▀▀▀▀▀ ┃ | ||
// ┃ █▀▀▀▀▀ █▀▀▀▀▀ █▀██▀▀ ▄▄▄▄▄ █ ▄▄▄▄▄█ ▄▄▄▄▄█ ████████▌▐███ █████▄ █ ▄▄▄▄▄ ┃ | ||
// ┃ █ ██████ █ ▀█▄ █ ██████ █ ███▌▐███ ███████▄ █ ┃ | ||
// ┣━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┫ | ||
// ┃ Copyright (c) 2017, the Perspective Authors. ┃ | ||
// ┃ ╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌ ┃ | ||
// ┃ This file is part of the Perspective library, distributed under the terms ┃ | ||
// ┃ of the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). ┃ | ||
// ┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛ | ||
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use perspective_client::{ColumnType, TableData, TableReadFormat, UpdateData}; | ||
use pyo3::exceptions::{PyTypeError, PyValueError}; | ||
use pyo3::prelude::*; | ||
use pyo3::types::{PyAny, PyAnyMethods, PyDict, PyList, PyString, PyType}; | ||
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use super::update_data::UpdateDataExt; | ||
use crate::py_err::ResultTClientErrorExt; | ||
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fn psp_type_from_py_type(_py: Python<'_>, val: Bound<'_, PyAny>) -> PyResult<ColumnType> { | ||
if val.is_instance_of::<PyString>() { | ||
val.extract::<String>()?.as_str().try_into().into_pyerr() | ||
} else if let Ok(val) = val.downcast::<PyType>() { | ||
match val.name()?.as_ref() { | ||
"builtins.int" | "int" => Ok(ColumnType::Integer), | ||
"builtins.float" | "float" => Ok(ColumnType::Float), | ||
"builtins.str" | "str" => Ok(ColumnType::String), | ||
"builtins.bool" | "bool" => Ok(ColumnType::Boolean), | ||
"datetime.date" => Ok(ColumnType::Date), | ||
"datetime.datetime" => Ok(ColumnType::Datetime), | ||
type_name => Err(PyTypeError::new_err(type_name.to_string())), | ||
} | ||
} else { | ||
Err(PyTypeError::new_err(format!( | ||
"Unknown schema type {:?}", | ||
val.get_type().name()? | ||
))) | ||
} | ||
} | ||
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fn from_dict(py: Python<'_>, pydict: &Bound<'_, PyDict>) -> Result<TableData, PyErr> { | ||
let first_key = pydict.keys().get_item(0)?; | ||
let first_item = pydict | ||
.get_item(first_key)? | ||
.ok_or_else(|| PyValueError::new_err("Schema has no columns"))?; | ||
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if first_item.downcast::<PyList>().is_ok() { | ||
let json_module = PyModule::import_bound(py, "json")?; | ||
let string = json_module.call_method("dumps", (pydict,), None)?; | ||
Ok(UpdateData::JsonColumns(string.extract::<String>()?).into()) | ||
} else { | ||
let mut schema = vec![]; | ||
for (key, val) in pydict.into_iter() { | ||
schema.push((key.extract::<String>()?, psp_type_from_py_type(py, val)?)); | ||
} | ||
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Ok(TableData::Schema(schema)) | ||
} | ||
} | ||
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#[extend::ext] | ||
pub impl TableData { | ||
fn from_py( | ||
py: Python<'_>, | ||
input: Py<PyAny>, | ||
format: Option<TableReadFormat>, | ||
) -> Result<TableData, PyErr> { | ||
if let Some(update) = UpdateData::from_py_partial(py, &input, format)? { | ||
Ok(TableData::Update(update)) | ||
} else if let Ok(pylist) = input.downcast_bound::<PyList>(py) { | ||
let json_module = PyModule::import_bound(py, "json")?; | ||
let string = json_module.call_method("dumps", (pylist,), None)?; | ||
Ok(UpdateData::JsonRows(string.extract::<String>()?).into()) | ||
} else if let Ok(pydict) = input.downcast_bound::<PyDict>(py) { | ||
from_dict(py, pydict) | ||
} else { | ||
Err(PyTypeError::new_err(format!( | ||
"Unknown input type {:?}", | ||
input.bind(py).get_type().name()? | ||
))) | ||
} | ||
} | ||
} |
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