Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Make a proper Python wrapper over the library bindings #43

Merged
merged 1 commit into from
Jan 14, 2025
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion pixi.lock

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

2 changes: 1 addition & 1 deletion pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ dev = [

[tool.maturin]
python-source = "python"
module-name = "rebop.rebop"
module-name = "rebop._lib"
features = ["pyo3/extension-module"]

[tool.ruff]
Expand Down
52 changes: 2 additions & 50 deletions python/rebop/__init__.py
Original file line number Diff line number Diff line change
@@ -1,52 +1,4 @@
from __future__ import annotations

from collections.abc import Sequence
from typing import TypeAlias

import numpy as np
import xarray as xr

from .rebop import Gillespie, __version__ # type: ignore[attr-defined]

SeedLike: TypeAlias = int | np.integer | Sequence[int] | np.random.SeedSequence
RNGLike: TypeAlias = np.random.Generator | np.random.BitGenerator

from rebop._lib import __version__
from rebop.gillespie import Gillespie

__all__ = ("Gillespie", "__version__")


def run_xarray( # noqa: PLR0913 too many parameters in function definition
self: Gillespie,
init: dict[str, int],
tmax: float,
nb_steps: int,
*,
rng: RNGLike | SeedLike | None = None,
sparse: bool = False,
var_names: Sequence[str] | None = None,
) -> xr.Dataset:
"""Run the system until `tmax` with `nb_steps` steps.

The initial configuration is specified in the dictionary `init`.
Returns an xarray Dataset.
"""
rng_ = np.random.default_rng(rng)
seed = rng_.integers(np.iinfo(np.uint64).max, dtype=np.uint64)
times, result = self._run(
init,
tmax,
nb_steps,
seed=seed,
sparse=sparse,
var_names=var_names,
)
ds = xr.Dataset(
data_vars={
name: xr.DataArray(values, dims="time", coords={"time": times})
for name, values in result.items()
},
)
return ds


Gillespie.run = run_xarray # type: ignore[method-assign]
80 changes: 80 additions & 0 deletions python/rebop/gillespie.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,80 @@
"""rebop is a fast stochastic simulator for well-mixed chemical reaction networks."""

from __future__ import annotations

from collections.abc import Sequence
from typing import TypeAlias

import numpy as np
import xarray as xr

from rebop import _lib

__all__ = ("Gillespie", "__version__")


__version__: str = _lib.__version__

SeedLike: TypeAlias = int | np.integer | Sequence[int] | np.random.SeedSequence
RNGLike: TypeAlias = np.random.Generator | np.random.BitGenerator


class Gillespie:
"""Reaction system composed of species and reactions."""

def __init__(self) -> None:
"""Initialize a solver."""
self.gillespie = _lib.Gillespie()

def add_reaction(
self,
rate: float,
reactants: list[str],
products: list[str],
reverse_rate: float | None = None,
) -> None:
"""Add a Law of Mass Action reaction to the system.

The forward reaction rate is `rate`, while `reactants` and `products`
are lists of respectively reactant names and product names.
Add the reverse reaction with the rate `reverse_rate` if it is not
`None`.
"""
self.gillespie.add_reaction(rate, reactants, products, reverse_rate)

def __str__(self) -> str:
"""Return a textual representation of the reaction system."""
return str(self.gillespie)

def run( # noqa: PLR0913 too many parameters in function definition
self,
init: dict[str, int],
tmax: float,
nb_steps: int,
*,
rng: RNGLike | SeedLike | None = None,
sparse: bool = False,
var_names: Sequence[str] | None = None,
) -> xr.Dataset:
"""Run the system until `tmax` with `nb_steps` steps.

The initial configuration is specified in the dictionary `init`.
Returns an xarray Dataset.
"""
rng_ = np.random.default_rng(rng)
seed = rng_.integers(np.iinfo(np.uint64).max, dtype=np.uint64)
times, result = self.gillespie.run(
init,
tmax,
nb_steps,
seed=seed,
sparse=sparse,
var_names=var_names,
)
ds = xr.Dataset(
data_vars={
name: xr.DataArray(values, dims="time", coords={"time": times})
for name, values in result.items()
},
)
return ds
64 changes: 0 additions & 64 deletions python/rebop/rebop.pyi

This file was deleted.

8 changes: 2 additions & 6 deletions src/lib.rs
Original file line number Diff line number Diff line change
Expand Up @@ -260,10 +260,6 @@ impl Gillespie {
Ok(self.species.len())
}
/// Add a Law of Mass Action reaction to the system.
///
/// The forward reaction rate is `rate`, while `reactants` and `products` are lists of
/// respectively reactant names and product names. Add the reverse reaction with the rate
/// `reverse_rate` if it is not `None`.
#[pyo3(signature = (rate, reactants, products, reverse_rate=None))]
fn add_reaction(
&mut self,
Expand Down Expand Up @@ -304,7 +300,7 @@ impl Gillespie {
/// If `nb_steps` is `0`, then returns all reactions, ending with the first that happens at
/// or after `tmax`.
#[pyo3(signature = (init, tmax, nb_steps, seed=None, sparse=false, var_names=None))]
fn _run(
fn run(
&self,
init: HashMap<String, usize>,
tmax: f64,
Expand Down Expand Up @@ -405,7 +401,7 @@ impl Gillespie {
}

#[pymodule]
fn rebop(m: &Bound<'_, PyModule>) -> PyResult<()> {
fn _lib(m: &Bound<'_, PyModule>) -> PyResult<()> {
m.add("__version__", env!("CARGO_PKG_VERSION"))?;
m.add_class::<Gillespie>()?;
Ok(())
Expand Down
Loading