nautilus_persistence::backend::session

Struct DataBackendSession

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pub struct DataBackendSession {
    pub chunk_size: usize,
    pub runtime: Arc<Runtime>,
    /* private fields */
}
Expand description

Provides a DataFusion session and registers DataFusion queries.

The session is used to register data sources and make queries on them. A query returns a Chunk of Arrow records. It is decoded and converted into a Vec of data by types that implement [DecodeDataFromRecordBatch].

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§chunk_size: usize§runtime: Arc<Runtime>

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impl DataBackendSession

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pub fn new(chunk_size: usize) -> Self

Creates a new DataBackendSession instance.

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pub fn write_data<T: EncodeToRecordBatch>( data: &[T], metadata: &HashMap<String, String>, stream: &mut dyn WriteStream, ) -> Result<(), DataStreamingError>

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pub fn add_file<T>( &mut self, table_name: &str, file_path: &str, sql_query: Option<&str>, ) -> Result<()>
where T: DecodeDataFromRecordBatch + Into<Data>,

Query a file for its records. the caller must specify T to indicate the kind of data expected from this query.

table_name: Logical table_name assigned to this file. Queries to this file should address the file by its table name. file_path: Path to file sql_query: A custom sql query to retrieve records from file. If no query is provided a default query “SELECT * FROM <table_name>” is run.

§Safety

The file data must be ordered by the ts_init in ascending order for this to work correctly.

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pub fn get_query_result(&mut self) -> QueryResult

Trait Implementations§

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impl IntoPy<Py<PyAny>> for DataBackendSession

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fn into_py(self, py: Python<'_>) -> PyObject

Performs the conversion.
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impl PyClass for DataBackendSession

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type Frozen = False

Whether the pyclass is frozen. Read more
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impl PyClassImpl for DataBackendSession

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const IS_BASETYPE: bool = false

#[pyclass(subclass)]
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const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]
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const IS_MAPPING: bool = false

#[pyclass(mapping)]
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const IS_SEQUENCE: bool = false

#[pyclass(sequence)]
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type BaseType = PyAny

Base class
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type ThreadChecker = SendablePyClass<DataBackendSession>

This handles following two situations: Read more
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type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable
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type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.
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type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.
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type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.
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fn items_iter() -> PyClassItemsIter

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fn doc(py: Python<'_>) -> PyResult<&'static CStr>

Rendered class doc
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fn lazy_type_object() -> &'static LazyTypeObject<Self>

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fn dict_offset() -> Option<isize>

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fn weaklist_offset() -> Option<isize>

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impl PyClassNewTextSignature<DataBackendSession> for PyClassImplCollector<DataBackendSession>

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fn new_text_signature(self) -> Option<&'static str>

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impl<'a, 'py> PyFunctionArgument<'a, 'py> for &'a DataBackendSession

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type Holder = Option<PyRef<'py, DataBackendSession>>

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fn extract( obj: &'a Bound<'py, PyAny>, holder: &'a mut Self::Holder, ) -> PyResult<Self>

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impl<'a, 'py> PyFunctionArgument<'a, 'py> for &'a mut DataBackendSession

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type Holder = Option<PyRefMut<'py, DataBackendSession>>

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fn extract( obj: &'a Bound<'py, PyAny>, holder: &'a mut Self::Holder, ) -> PyResult<Self>

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impl PyMethods<DataBackendSession> for PyClassImplCollector<DataBackendSession>

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fn py_methods(self) -> &'static PyClassItems

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impl PyTypeInfo for DataBackendSession

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const NAME: &'static str = "DataBackendSession"

Class name.
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const MODULE: Option<&'static str> = _

Module name, if any.
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fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.
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fn type_object_bound(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.
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fn is_type_of_bound(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.
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fn is_exact_type_of_bound(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.
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impl DerefToPyAny for DataBackendSession

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impl Send for DataBackendSession

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> PyErrArguments for T
where T: IntoPy<Py<PyAny>> + Send + Sync,

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fn arguments(self, py: Python<'_>) -> Py<PyAny>

Arguments for exception
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impl<T> PyTypeCheck for T
where T: PyTypeInfo,

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const NAME: &'static str = <T as PyTypeInfo>::NAME

Name of self. This is used in error messages, for example.
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fn type_check(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of Self, which may include a subtype. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> ErasedDestructor for T
where T: 'static,

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impl<T> MaybeSendSync for T

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impl<T> Ungil for T
where T: Send,