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feat: support matplotlib pylab interface in solara server
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This makes code that 'just works' in the notebook also work in solara
server.
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maartenbreddels committed Mar 6, 2024
1 parent 21d8443 commit 1630e3a
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Showing 4 changed files with 112 additions and 11 deletions.
31 changes: 22 additions & 9 deletions solara/components/matplotlib.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,31 +14,44 @@ def FigureMatplotlib(
):
"""Display a matplotlib figure.
We recomment not to use the pyplot interface, but rather to create a figure directly, e.g:
```python
import reacton
import solara as sol
## Example
```solara
import solara
from matplotlib.figure import Figure
@solara.component
def Page():
# do this instead of plt.figure()
fig = Figure()
ax = fig.subplots()
ax.plot([1, 2, 3], [1, 4, 9])
return solara.FigureMatplotlib(fig)
```
You should also avoid drawing using the pyplot interface, as it is not thread-safe. If you do use it,
your drawing might be corrupted due to another thread/user drawing at the same time.
When running under solara-server, we by default configure the same 'inline' backend as in the Jupyter notebook.
For performance reasons, you might want to pass in a list of dependencies that indicate when
the figure changed, to avoid re-rendering it on every render.
## Example using pyplot
Note that it is also possible to use the pyplot interface, but be sure to close the figure not to leak memory.
```solara
import solara
import matplotlib.pyplot as plt
@solara.component
def Page():
plt.figure()
plt.plot([1, 2, 3], [1, 4, 9])
plt.show()
plt.close()
```
Note that the figure is not the same size using the pyplot interface, due to the default figure size being different.
## Arguments
Expand Down
8 changes: 7 additions & 1 deletion solara/server/app.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@

import solara

from . import kernel_context, reload, settings
from . import kernel_context, patch, reload, settings
from .kernel import Kernel
from .utils import pdb_guard

Expand Down Expand Up @@ -68,6 +68,9 @@ def __init__(self, name, default_app_name="Page"):
with dummy_kernel_context:
app = self._execute()

# We now ran the app, now we can check for patches that require heavy imports
patch.patch_heavy_imports()

self._first_execute_app = app
reload.reloader.root_path = self.directory
if self.type == AppType.MODULE:
Expand Down Expand Up @@ -198,6 +201,9 @@ def run(self):
self._first_execute_app = None
self._first_execute_app = self._execute()
print("Re-executed app", self.name) # noqa
# We now ran the app again, might contain new imports
patch.patch_heavy_imports()

return self._first_execute_app

def on_file_change(self, name):
Expand Down
46 changes: 46 additions & 0 deletions solara/server/patch.py
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
import functools
import logging
import os
import pdb
Expand Down Expand Up @@ -198,6 +199,16 @@ def __len__(self):
def __setitem__(self, key, value):
self._get_context_dict().__setitem__(key, value)

# support OrderedDict API for matplotlib
def move_to_end(self, key, last=True):
assert last, "only last=True is supported"
item = self.pop(key)
self[key] = item

# matplotlib assumes .values() returns a list
def values(self):
return list(self._get_context_dict().values())


class context_dict_widgets(context_dict):
def _get_context_dict(self) -> dict:
Expand Down Expand Up @@ -315,6 +326,41 @@ def patch_ipyreact():
ipyreact.importmap._update_import_map = lambda: None


def once(f):
called = False
return_value = None

@functools.wraps(f)
def wrapper():
nonlocal called
nonlocal return_value
if called:
return return_value
called = True
return_value = f()
return return_value

return wrapper


@once
def patch_matplotlib():
import matplotlib._pylab_helpers

prev = matplotlib._pylab_helpers.Gcf.figs
matplotlib._pylab_helpers.Gcf.figs = context_dict_user("matplotlib.pylab.figure_managers", prev) # type: ignore

def cleanup():
matplotlib._pylab_helpers.Gcf.figs = prev

return cleanup


def patch_heavy_imports():
# patches that we only want to do if a package is imported, because they may slow down startup
patch_matplotlib()


def patch():
global _patched
global global_widgets_dict
Expand Down
38 changes: 37 additions & 1 deletion tests/unit/matplotlib_test.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,9 @@
import solara
from matplotlib.figure import Figure

import solara
import solara.server.patch
from solara.server import kernel


@solara.component
def Page():
Expand All @@ -14,3 +17,36 @@ def Page():
def test_render():
box, rc = solara.render(Page(), handle_error=False)
assert len(box.children) == 1


def test_pylab(no_kernel_context):
cleanup = solara.server.patch.patch_matplotlib()
try:
kernel_1 = kernel.Kernel()
context_1 = solara.server.kernel_context.VirtualKernelContext(id="1", kernel=kernel_1, session_id="session-1")
kernel_2 = kernel.Kernel()
context_2 = solara.server.kernel_context.VirtualKernelContext(id="2", kernel=kernel_2, session_id="session-1")
import matplotlib.pyplot as plt
from matplotlib._pylab_helpers import Gcf

assert len(Gcf.get_all_fig_managers()) == 0
plt.figure()
assert len(Gcf.get_all_fig_managers()) == 1
with context_1:
assert len(Gcf.get_all_fig_managers()) == 0
plt.figure()
assert len(Gcf.get_all_fig_managers()) == 1
assert len(Gcf.get_all_fig_managers()) == 1
with context_2:
assert len(Gcf.get_all_fig_managers()) == 0
plt.figure()
assert len(Gcf.get_all_fig_managers()) == 1
plt.figure()
assert len(Gcf.get_all_fig_managers()) == 2
with context_1:
assert len(Gcf.get_all_fig_managers()) == 1

finally:
cleanup()
context_1.close()
context_2.close()

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