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Duplicate from marimo-team/marimo-app-template

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Co-authored-by: Myles Scolnick <[email protected]>

Files changed (6) hide show
  1. .gitattributes +35 -0
  2. Dockerfile +16 -0
  3. README.md +13 -0
  4. app.py +470 -0
  5. development.md +8 -0
  6. requirements.txt +5 -0
.gitattributes ADDED
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
Dockerfile ADDED
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1
+ FROM python:3.12
2
+ COPY --from=ghcr.io/astral-sh/uv:0.4.20 /uv /bin/uv
3
+
4
+ RUN useradd -m -u 1000 user
5
+ ENV PATH="/home/user/.local/bin:$PATH"
6
+ ENV UV_SYSTEM_PYTHON=1
7
+
8
+ WORKDIR /app
9
+
10
+ COPY --chown=user ./requirements.txt requirements.txt
11
+ RUN uv pip install -r requirements.txt
12
+
13
+ COPY --chown=user . /app
14
+ USER user
15
+
16
+ CMD ["marimo", "run", "app.py", "--host", "0.0.0.0", "--port", "7860"]
README.md ADDED
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1
+ ---
2
+ title: marimo app template
3
+ emoji: 🍃
4
+ colorFrom: indigo
5
+ colorTo: purple
6
+ sdk: docker
7
+ pinned: true
8
+ license: mit
9
+ short_description: Template for deploying a marimo application to HF
10
+ ---
11
+
12
+ Check out marimo at <https://github.com/marimo-team/marimo>
13
+ Check out the configuration reference at <https://huggingface.co/docs/hub/spaces-config-reference>
app.py ADDED
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1
+ import marimo
2
+
3
+ __generated_with = "0.9.2"
4
+ app = marimo.App()
5
+
6
+
7
+ @app.cell
8
+ def __():
9
+ import marimo as mo
10
+
11
+ mo.md("# Welcome to marimo! 🌊🍃")
12
+ return (mo,)
13
+
14
+
15
+ @app.cell
16
+ def __(mo):
17
+ slider = mo.ui.slider(1, 22)
18
+ return (slider,)
19
+
20
+
21
+ @app.cell
22
+ def __(mo, slider):
23
+ mo.md(
24
+ f"""
25
+ marimo is a **reactive** Python notebook.
26
+
27
+ This means that unlike traditional notebooks, marimo notebooks **run
28
+ automatically** when you modify them or
29
+ interact with UI elements, like this slider: {slider}.
30
+
31
+ {"##" + "🍃" * slider.value}
32
+ """
33
+ )
34
+ return
35
+
36
+
37
+ @app.cell(hide_code=True)
38
+ def __(mo):
39
+ mo.accordion(
40
+ {
41
+ "Tip: disabling automatic execution": mo.md(
42
+ rf"""
43
+ marimo lets you disable automatic execution: just go into the
44
+ notebook settings and set
45
+
46
+ "Runtime > On Cell Change" to "lazy".
47
+
48
+ When the runtime is lazy, after running a cell, marimo marks its
49
+ descendants as stale instead of automatically running them. The
50
+ lazy runtime puts you in control over when cells are run, while
51
+ still giving guarantees about the notebook state.
52
+ """
53
+ )
54
+ }
55
+ )
56
+ return
57
+
58
+
59
+ @app.cell(hide_code=True)
60
+ def __(mo):
61
+ mo.md(
62
+ """
63
+ Tip: This is a tutorial notebook. You can create your own notebooks
64
+ by entering `marimo edit` at the command line.
65
+ """
66
+ ).callout()
67
+ return
68
+
69
+
70
+ @app.cell(hide_code=True)
71
+ def __(mo):
72
+ mo.md(
73
+ """
74
+ ## 1. Reactive execution
75
+
76
+ A marimo notebook is made up of small blocks of Python code called
77
+ cells.
78
+
79
+ marimo reads your cells and models the dependencies among them: whenever
80
+ a cell that defines a global variable is run, marimo
81
+ **automatically runs** all cells that reference that variable.
82
+
83
+ Reactivity keeps your program state and outputs in sync with your code,
84
+ making for a dynamic programming environment that prevents bugs before they
85
+ happen.
86
+ """
87
+ )
88
+ return
89
+
90
+
91
+ @app.cell(hide_code=True)
92
+ def __(changed, mo):
93
+ (
94
+ mo.md(
95
+ f"""
96
+ **✨ Nice!** The value of `changed` is now {changed}.
97
+
98
+ When you updated the value of the variable `changed`, marimo
99
+ **reacted** by running this cell automatically, because this cell
100
+ references the global variable `changed`.
101
+
102
+ Reactivity ensures that your notebook state is always
103
+ consistent, which is crucial for doing good science; it's also what
104
+ enables marimo notebooks to double as tools and apps.
105
+ """
106
+ )
107
+ if changed
108
+ else mo.md(
109
+ """
110
+ **🌊 See it in action.** In the next cell, change the value of the
111
+ variable `changed` to `True`, then click the run button.
112
+ """
113
+ )
114
+ )
115
+ return
116
+
117
+
118
+ @app.cell
119
+ def __():
120
+ changed = False
121
+ return (changed,)
122
+
123
+
124
+ @app.cell(hide_code=True)
125
+ def __(mo):
126
+ mo.accordion(
127
+ {
128
+ "Tip: execution order": (
129
+ """
130
+ The order of cells on the page has no bearing on
131
+ the order in which cells are executed: marimo knows that a cell
132
+ reading a variable must run after the cell that defines it. This
133
+ frees you to organize your code in the way that makes the most
134
+ sense for you.
135
+ """
136
+ )
137
+ }
138
+ )
139
+ return
140
+
141
+
142
+ @app.cell(hide_code=True)
143
+ def __(mo):
144
+ mo.md(
145
+ """
146
+ **Global names must be unique.** To enable reactivity, marimo imposes a
147
+ constraint on how names appear in cells: no two cells may define the same
148
+ variable.
149
+ """
150
+ )
151
+ return
152
+
153
+
154
+ @app.cell(hide_code=True)
155
+ def __(mo):
156
+ mo.accordion(
157
+ {
158
+ "Tip: encapsulation": (
159
+ """
160
+ By encapsulating logic in functions, classes, or Python modules,
161
+ you can minimize the number of global variables in your notebook.
162
+ """
163
+ )
164
+ }
165
+ )
166
+ return
167
+
168
+
169
+ @app.cell(hide_code=True)
170
+ def __(mo):
171
+ mo.accordion(
172
+ {
173
+ "Tip: private variables": (
174
+ """
175
+ Variables prefixed with an underscore are "private" to a cell, so
176
+ they can be defined by multiple cells.
177
+ """
178
+ )
179
+ }
180
+ )
181
+ return
182
+
183
+
184
+ @app.cell(hide_code=True)
185
+ def __(mo):
186
+ mo.md(
187
+ """
188
+ ## 2. UI elements
189
+
190
+ Cells can output interactive UI elements. Interacting with a UI
191
+ element **automatically triggers notebook execution**: when
192
+ you interact with a UI element, its value is sent back to Python, and
193
+ every cell that references that element is re-run.
194
+
195
+ marimo provides a library of UI elements to choose from under
196
+ `marimo.ui`.
197
+ """
198
+ )
199
+ return
200
+
201
+
202
+ @app.cell
203
+ def __(mo):
204
+ mo.md("""**🌊 Some UI elements.** Try interacting with the below elements.""")
205
+ return
206
+
207
+
208
+ @app.cell
209
+ def __(mo):
210
+ icon = mo.ui.dropdown(["🍃", "🌊", "✨"], value="🍃")
211
+ return (icon,)
212
+
213
+
214
+ @app.cell
215
+ def __(icon, mo):
216
+ repetitions = mo.ui.slider(1, 16, label=f"number of {icon.value}: ")
217
+ return (repetitions,)
218
+
219
+
220
+ @app.cell
221
+ def __(icon, repetitions):
222
+ icon, repetitions
223
+ return
224
+
225
+
226
+ @app.cell
227
+ def __(icon, mo, repetitions):
228
+ mo.md("# " + icon.value * repetitions.value)
229
+ return
230
+
231
+
232
+ @app.cell(hide_code=True)
233
+ def __(mo):
234
+ mo.md(
235
+ """
236
+ ## 3. marimo is just Python
237
+
238
+ marimo cells parse Python (and only Python), and marimo notebooks are
239
+ stored as pure Python files — outputs are _not_ included. There's no
240
+ magical syntax.
241
+
242
+ The Python files generated by marimo are:
243
+
244
+ - easily versioned with git, yielding minimal diffs
245
+ - legible for both humans and machines
246
+ - formattable using your tool of choice,
247
+ - usable as Python scripts, with UI elements taking their default
248
+ values, and
249
+ - importable by other modules (more on that in the future).
250
+ """
251
+ )
252
+ return
253
+
254
+
255
+ @app.cell(hide_code=True)
256
+ def __(mo):
257
+ mo.md(
258
+ """
259
+ ## 4. Running notebooks as apps
260
+
261
+ marimo notebooks can double as apps. Click the app window icon in the
262
+ bottom-right to see this notebook in "app view."
263
+
264
+ Serve a notebook as an app with `marimo run` at the command-line.
265
+ Of course, you can use marimo just to level-up your
266
+ notebooking, without ever making apps.
267
+ """
268
+ )
269
+ return
270
+
271
+
272
+ @app.cell(hide_code=True)
273
+ def __(mo):
274
+ mo.md(
275
+ """
276
+ ## 5. The `marimo` command-line tool
277
+
278
+ **Creating and editing notebooks.** Use
279
+
280
+ ```
281
+ marimo edit
282
+ ```
283
+
284
+ in a terminal to start the marimo notebook server. From here
285
+ you can create a new notebook or edit existing ones.
286
+
287
+
288
+ **Running as apps.** Use
289
+
290
+ ```
291
+ marimo run notebook.py
292
+ ```
293
+
294
+ to start a webserver that serves your notebook as an app in read-only mode,
295
+ with code cells hidden.
296
+
297
+ **Convert a Jupyter notebook.** Convert a Jupyter notebook to a marimo
298
+ notebook using `marimo convert`:
299
+
300
+ ```
301
+ marimo convert your_notebook.ipynb > your_app.py
302
+ ```
303
+
304
+ **Tutorials.** marimo comes packaged with tutorials:
305
+
306
+ - `dataflow`: more on marimo's automatic execution
307
+ - `ui`: how to use UI elements
308
+ - `markdown`: how to write markdown, with interpolated values and
309
+ LaTeX
310
+ - `plots`: how plotting works in marimo
311
+ - `sql`: how to use SQL
312
+ - `layout`: layout elements in marimo
313
+ - `fileformat`: how marimo's file format works
314
+ - `markdown-format`: for using `.md` files in marimo
315
+ - `for-jupyter-users`: if you are coming from Jupyter
316
+
317
+ Start a tutorial with `marimo tutorial`; for example,
318
+
319
+ ```
320
+ marimo tutorial dataflow
321
+ ```
322
+
323
+ In addition to tutorials, we have examples in our
324
+ [our GitHub repo](https://www.github.com/marimo-team/marimo/tree/main/examples).
325
+ """
326
+ )
327
+ return
328
+
329
+
330
+ @app.cell(hide_code=True)
331
+ def __(mo):
332
+ mo.md(
333
+ """
334
+ ## 6. The marimo editor
335
+
336
+ Here are some tips to help you get started with the marimo editor.
337
+ """
338
+ )
339
+ return
340
+
341
+
342
+ @app.cell
343
+ def __(mo, tips):
344
+ mo.accordion(tips)
345
+ return
346
+
347
+
348
+ @app.cell(hide_code=True)
349
+ def __(mo):
350
+ mo.md("""## Finally, a fun fact""")
351
+ return
352
+
353
+
354
+ @app.cell(hide_code=True)
355
+ def __(mo):
356
+ mo.md(
357
+ """
358
+ The name "marimo" is a reference to a type of algae that, under
359
+ the right conditions, clumps together to form a small sphere
360
+ called a "marimo moss ball". Made of just strands of algae, these
361
+ beloved assemblages are greater than the sum of their parts.
362
+ """
363
+ )
364
+ return
365
+
366
+
367
+ @app.cell(hide_code=True)
368
+ def __():
369
+ tips = {
370
+ "Saving": (
371
+ """
372
+ **Saving**
373
+
374
+ - _Name_ your app using the box at the top of the screen, or
375
+ with `Ctrl/Cmd+s`. You can also create a named app at the
376
+ command line, e.g., `marimo edit app_name.py`.
377
+
378
+ - _Save_ by clicking the save icon on the bottom right, or by
379
+ inputting `Ctrl/Cmd+s`. By default marimo is configured
380
+ to autosave.
381
+ """
382
+ ),
383
+ "Running": (
384
+ """
385
+ 1. _Run a cell_ by clicking the play ( ▷ ) button on the top
386
+ right of a cell, or by inputting `Ctrl/Cmd+Enter`.
387
+
388
+ 2. _Run a stale cell_ by clicking the yellow run button on the
389
+ right of the cell, or by inputting `Ctrl/Cmd+Enter`. A cell is
390
+ stale when its code has been modified but not run.
391
+
392
+ 3. _Run all stale cells_ by clicking the play ( ▷ ) button on
393
+ the bottom right of the screen, or input `Ctrl/Cmd+Shift+r`.
394
+ """
395
+ ),
396
+ "Console Output": (
397
+ """
398
+ Console output (e.g., `print()` statements) is shown below a
399
+ cell.
400
+ """
401
+ ),
402
+ "Creating, Moving, and Deleting Cells": (
403
+ """
404
+ 1. _Create_ a new cell above or below a given one by clicking
405
+ the plus button to the left of the cell, which appears on
406
+ mouse hover.
407
+
408
+ 2. _Move_ a cell up or down by dragging on the handle to the
409
+ right of the cell, which appears on mouse hover.
410
+
411
+ 3. _Delete_ a cell by clicking the trash bin icon. Bring it
412
+ back by clicking the undo button on the bottom right of the
413
+ screen, or with `Ctrl/Cmd+Shift+z`.
414
+ """
415
+ ),
416
+ "Disabling Automatic Execution": (
417
+ """
418
+ Via the notebook settings (gear icon) or footer panel, you
419
+ can disable automatic execution. This is helpful when
420
+ working with expensive notebooks or notebooks that have
421
+ side-effects like database transactions.
422
+ """
423
+ ),
424
+ "Disabling Cells": (
425
+ """
426
+ You can disable a cell via the cell context menu.
427
+ marimo will never run a disabled cell or any cells that depend on it.
428
+ This can help prevent accidental execution of expensive computations
429
+ when editing a notebook.
430
+ """
431
+ ),
432
+ "Code Folding": (
433
+ """
434
+ You can collapse or fold the code in a cell by clicking the arrow
435
+ icons in the line number column to the left, or by using keyboard
436
+ shortcuts.
437
+
438
+ Use the command palette (`Ctrl/Cmd+k`) or a keyboard shortcut to
439
+ quickly fold or unfold all cells.
440
+ """
441
+ ),
442
+ "Code Formatting": (
443
+ """
444
+ If you have [ruff](https://github.com/astral-sh/ruff) installed,
445
+ you can format a cell with the keyboard shortcut `Ctrl/Cmd+b`.
446
+ """
447
+ ),
448
+ "Command Palette": (
449
+ """
450
+ Use `Ctrl/Cmd+k` to open the command palette.
451
+ """
452
+ ),
453
+ "Keyboard Shortcuts": (
454
+ """
455
+ Open the notebook menu (top-right) or input `Ctrl/Cmd+Shift+h` to
456
+ view a list of all keyboard shortcuts.
457
+ """
458
+ ),
459
+ "Configuration": (
460
+ """
461
+ Configure the editor by clicking the gears icon near the top-right
462
+ of the screen.
463
+ """
464
+ ),
465
+ }
466
+ return (tips,)
467
+
468
+
469
+ if __name__ == "__main__":
470
+ app.run()
development.md ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ # Development
2
+
3
+ ## Testing your Dockerfile locally
4
+
5
+ ```bash
6
+ docker build -t marimo-app .
7
+ docker run -it --rm -p 7860:7860 marimo-app
8
+ ```
requirements.txt ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ marimo
2
+ # Or a specific version
3
+ # marimo>=0.9.0
4
+
5
+ # Add other dependencies as needed