Source code for deephaven.execution_context

#
# Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending
#
"""This module gives users the ability to directly manage the Deephaven query execution context on threads, which is
critical for applications to correctly launch deferred query evaluations, such as table update operations in threads.
"""

from typing import Sequence, Union
from contextlib import ContextDecorator

import jpy

from deephaven import DHError
from deephaven._wrapper import JObjectWrapper
from deephaven.jcompat import to_sequence
from deephaven.update_graph import UpdateGraph

_JExecutionContext = jpy.get_type("io.deephaven.engine.context.ExecutionContext")


[docs]class ExecutionContext(JObjectWrapper, ContextDecorator): """An ExecutionContext represents a specific combination of query library, query compiler, and query scope under which a query is evaluated. A default, systemic ExecutionContext is created when a Deephaven script session is initialized, and it is used to evaluate queries submitted through this script session. However, to be able to evaluate a query in a deferred manner, such as in a different thread from the script session thread, an application must explicitly obtain or build a ExecutionContext and use it as a context manager to enclose the query in the body of the with statement. Note that, a ExecutionContext can be shared among many threads. The most typical use pattern would be to obtain the script session's systemic ExecutionContext and use it to wrap a query run in a thread created by the user. """ j_object_type = _JExecutionContext @property def j_object(self) -> jpy.JType: return self.j_exec_ctx @property def update_graph(self) -> UpdateGraph: return UpdateGraph(j_update_graph=self.j_exec_ctx.getUpdateGraph()) def __init__(self, j_exec_ctx): self.j_exec_ctx = j_exec_ctx def __enter__(self): self._j_safe_closable = self.j_exec_ctx.open() return self def __exit__(self, exc_type, exc_val, exc_tb): self._j_safe_closable.close()
[docs]def make_user_exec_ctx(freeze_vars: Union[str, Sequence[str]] = None) -> ExecutionContext: """Makes a new ExecutionContext based off the current thread's ExecutionContext. The optional parameter freeze_vars should be a list of names in the current query scope. If it is provided, the resulting ExecutionContext will include a new query scope that is made up of only these names together with their current values. Future changes to the values of these names will not be visible in the new ExecutionContext. Args: freeze_vars(Union[str, Sequence[str]]): the names of the vars in the current query scope to be frozen in the new one Returns: a ExecutionContext Raises: DHError """ freeze_vars = to_sequence(freeze_vars) if not freeze_vars: return ExecutionContext(j_exec_ctx=_JExecutionContext.makeExecutionContext(False)) else: try: j_exec_ctx = (_JExecutionContext.newBuilder() .captureQueryCompiler() .captureQueryLibrary() .captureQueryScopeVars(*freeze_vars) .captureUpdateGraph() .build()) return ExecutionContext(j_exec_ctx=j_exec_ctx) except Exception as e: raise DHError(message="failed to make a new ExecutionContext") from e
[docs]def get_exec_ctx() -> ExecutionContext: """Returns the current thread's ExecutionContext. Returns: a ExecutionContext """ return ExecutionContext(j_exec_ctx=_JExecutionContext.getContext())