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Upload app.ipynb with huggingface_hub

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  1. app.ipynb +15 -543
app.ipynb CHANGED
@@ -16,18 +16,9 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 15,
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  "metadata": {},
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- "outputs": [
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- {
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- "name": "stdout",
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- "output_type": "stream",
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- "text": [
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- "The autoreload extension is already loaded. To reload it, use:\n",
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- " %reload_ext autoreload\n"
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- ]
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- }
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- ],
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  "source": [
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  "%load_ext autoreload\n",
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  "%autoreload 2"
@@ -35,7 +26,7 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 16,
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  "metadata": {},
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  "outputs": [],
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  "source": [
@@ -60,133 +51,9 @@
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  },
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  {
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  "cell_type": "code",
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- "execution_count": 17,
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  "metadata": {},
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- "outputs": [
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- " var docs_json = {\"0e2c5e43-62ff-4de1-9ae7-0832274c0dbd\":{\"version\":\"3.4.3\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"a47cdb5e-d733-4f9b-bd1b-f250f1a7dd25\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"bc803979-b3e4-4de5-bd72-5cdec0528e40\",\"attributes\":{\"plot_id\":\"a47cdb5e-d733-4f9b-bd1b-f250f1a7dd25\",\"comm_id\":\"5d501e51e0a34cb09bf1242d375fbd5c\",\"client_comm_id\":\"f59e1db059e84a3b9248ae05d46d1712\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
115
- " var render_items = [{\"docid\":\"0e2c5e43-62ff-4de1-9ae7-0832274c0dbd\",\"roots\":{\"a47cdb5e-d733-4f9b-bd1b-f250f1a7dd25\":\"d14a773c-bf88-48d3-af32-581489fb8408\"},\"root_ids\":[\"a47cdb5e-d733-4f9b-bd1b-f250f1a7dd25\"]}];\n",
116
- " var docs = Object.values(docs_json)\n",
117
- " if (!docs) {\n",
118
- " return\n",
119
- " }\n",
120
- " const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
121
- " async function embed_document(root) {\n",
122
- " var Bokeh = get_bokeh(root)\n",
123
- " await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
124
- " for (const render_item of render_items) {\n",
125
- " for (const root_id of render_item.root_ids) {\n",
126
- "\tconst id_el = document.getElementById(root_id)\n",
127
- "\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
128
- "\t const root_el = id_el.children[0]\n",
129
- "\t root_el.id = root_el.id + '-rendered'\n",
130
- "\t for (const child of root_el.children) {\n",
131
- " // Ensure JupyterLab does not capture keyboard shortcuts\n",
132
- " // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
133
- "\t child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
134
- "\t }\n",
135
- "\t}\n",
136
- " }\n",
137
- " }\n",
138
- " }\n",
139
- " function get_bokeh(root) {\n",
140
- " if (root.Bokeh === undefined) {\n",
141
- " return null\n",
142
- " } else if (root.Bokeh.version !== py_version) {\n",
143
- " if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
144
- "\treturn null\n",
145
- " }\n",
146
- " return root.Bokeh.versions.get(py_version);\n",
147
- " } else if (root.Bokeh.version === py_version) {\n",
148
- " return root.Bokeh\n",
149
- " }\n",
150
- " return null\n",
151
- " }\n",
152
- " function is_loaded(root) {\n",
153
- " var Bokeh = get_bokeh(root)\n",
154
- " return (Bokeh != null && Bokeh.Panel !== undefined && ( root.Tabulator !== undefined) && ( root.Tabulator !== undefined) && ( root.Tabulator !== undefined))\n",
155
- " }\n",
156
- " if (is_loaded(root)) {\n",
157
- " embed_document(root);\n",
158
- " } else {\n",
159
- " var attempts = 0;\n",
160
- " var timer = setInterval(function(root) {\n",
161
- " if (is_loaded(root)) {\n",
162
- " clearInterval(timer);\n",
163
- " embed_document(root);\n",
164
- " } else if (document.readyState == \"complete\") {\n",
165
- " attempts++;\n",
166
- " if (attempts > 200) {\n",
167
- " clearInterval(timer);\n",
168
- "\t var Bokeh = get_bokeh(root)\n",
169
- "\t if (Bokeh == null || Bokeh.Panel == null) {\n",
170
- " console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
171
- "\t } else {\n",
172
- "\t console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
173
- "\t embed_document(root)\n",
174
- "\t }\n",
175
- " }\n",
176
- " }\n",
177
- " }, 25, root)\n",
178
- " }\n",
179
- "})(window);</script>"
180
- ]
181
- },
182
- "metadata": {
183
- "application/vnd.holoviews_exec.v0+json": {
184
- "id": "a47cdb5e-d733-4f9b-bd1b-f250f1a7dd25"
185
- }
186
- },
187
- "output_type": "display_data"
188
- }
189
- ],
190
  "source": [
191
  "pn.extension(\"tabulator\")\n",
192
  "\n",
@@ -195,7 +62,7 @@
195
  },
196
  {
197
  "cell_type": "code",
198
- "execution_count": 18,
199
  "metadata": {},
200
  "outputs": [],
201
  "source": [
@@ -214,7 +81,7 @@
214
  },
215
  {
216
  "cell_type": "code",
217
- "execution_count": 19,
218
  "metadata": {},
219
  "outputs": [],
220
  "source": [
@@ -232,7 +99,7 @@
232
  },
233
  {
234
  "cell_type": "code",
235
- "execution_count": 20,
236
  "metadata": {},
237
  "outputs": [],
238
  "source": [
@@ -250,7 +117,7 @@
250
  },
251
  {
252
  "cell_type": "code",
253
- "execution_count": 21,
254
  "metadata": {},
255
  "outputs": [],
256
  "source": [
@@ -262,363 +129,6 @@
262
  "}"
263
  ]
264
  },
265
- {
266
- "cell_type": "code",
267
- "execution_count": 35,
268
- "metadata": {},
269
- "outputs": [
270
- {
271
- "data": {
272
- "text/html": [
273
- "<div>\n",
274
- "<style scoped>\n",
275
- " .dataframe tbody tr th:only-of-type {\n",
276
- " vertical-align: middle;\n",
277
- " }\n",
278
- "\n",
279
- " .dataframe tbody tr th {\n",
280
- " vertical-align: top;\n",
281
- " }\n",
282
- "\n",
283
- " .dataframe thead th {\n",
284
- " text-align: right;\n",
285
- " }\n",
286
- "</style>\n",
287
- "<table border=\"1\" class=\"dataframe\">\n",
288
- " <thead>\n",
289
- " <tr style=\"text-align: right;\">\n",
290
- " <th></th>\n",
291
- " <th>experiment</th>\n",
292
- " <th>plant</th>\n",
293
- " <th>camera</th>\n",
294
- " <th>date_time</th>\n",
295
- " <th>angle</th>\n",
296
- " <th>wavelength</th>\n",
297
- " <th>height</th>\n",
298
- " <th>job_id</th>\n",
299
- " <th>filepath</th>\n",
300
- " <th>robot</th>\n",
301
- " <th>date</th>\n",
302
- " <th>time</th>\n",
303
- " <th>hour</th>\n",
304
- " <th>plant_id</th>\n",
305
- " <th>PositionPlante</th>\n",
306
- " <th>plaque</th>\n",
307
- " <th>position</th>\n",
308
- " <th>treatment</th>\n",
309
- " <th>x</th>\n",
310
- " <th>y</th>\n",
311
- " <th>timestamp</th>\n",
312
- " <th>file_name</th>\n",
313
- " </tr>\n",
314
- " </thead>\n",
315
- " <tbody>\n",
316
- " <tr>\n",
317
- " <th>0</th>\n",
318
- " <td>72AC_PhD_2404</td>\n",
319
- " <td>72AC73_CL_RS_XX</td>\n",
320
- " <td>cam_scan_phenopsis</td>\n",
321
- " <td>2024-07-27 10:06:09</td>\n",
322
- " <td>0</td>\n",
323
- " <td>SW755</td>\n",
324
- " <td>0</td>\n",
325
- " <td>2273</td>\n",
326
- " <td>72AC_PhD_2404#20240727120609#72AC73_CL_RS_XX#LIN#0#SW755#2273#0.tif</td>\n",
327
- " <td>phenopsis</td>\n",
328
- " <td>2024-07-27</td>\n",
329
- " <td>10:06:09.601000</td>\n",
330
- " <td>12</td>\n",
331
- " <td>73</td>\n",
332
- " <td>P3_A1</td>\n",
333
- " <td>3</td>\n",
334
- " <td>1</td>\n",
335
- " <td>RS</td>\n",
336
- " <td>13</td>\n",
337
- " <td>1</td>\n",
338
- " <td>2024-07-27 10:06:09.601000+00:00</td>\n",
339
- " <td>72AC_PhD_2404#20240727120609#72AC73_CL_RS_XX#LIN#0#SW755#2273#0.jpg</td>\n",
340
- " </tr>\n",
341
- " <tr>\n",
342
- " <th>1</th>\n",
343
- " <td>72AC_PhD_2404</td>\n",
344
- " <td>72AC73_CL_RS_XX</td>\n",
345
- " <td>cam_scan_phenopsis</td>\n",
346
- " <td>2024-07-27 13:06:10</td>\n",
347
- " <td>0</td>\n",
348
- " <td>SW755</td>\n",
349
- " <td>0</td>\n",
350
- " <td>2274</td>\n",
351
- " <td>72AC_PhD_2404#20240727150610#72AC73_CL_RS_XX#LIN#0#SW755#2274#0.tif</td>\n",
352
- " <td>phenopsis</td>\n",
353
- " <td>2024-07-27</td>\n",
354
- " <td>13:06:10.811000</td>\n",
355
- " <td>15</td>\n",
356
- " <td>73</td>\n",
357
- " <td>P3_A1</td>\n",
358
- " <td>3</td>\n",
359
- " <td>1</td>\n",
360
- " <td>RS</td>\n",
361
- " <td>13</td>\n",
362
- " <td>1</td>\n",
363
- " <td>2024-07-27 13:06:10.811000+00:00</td>\n",
364
- " <td>72AC_PhD_2404#20240727150610#72AC73_CL_RS_XX#LIN#0#SW755#2274#0.jpg</td>\n",
365
- " </tr>\n",
366
- " <tr>\n",
367
- " <th>2</th>\n",
368
- " <td>72AC_PhD_2404</td>\n",
369
- " <td>72AC73_CL_RS_XX</td>\n",
370
- " <td>cam_scan_phenopsis</td>\n",
371
- " <td>2024-07-28 10:06:11</td>\n",
372
- " <td>0</td>\n",
373
- " <td>SW755</td>\n",
374
- " <td>0</td>\n",
375
- " <td>2277</td>\n",
376
- " <td>72AC_PhD_2404#20240728120610#72AC73_CL_RS_XX#LIN#0#SW755#2277#0.tif</td>\n",
377
- " <td>phenopsis</td>\n",
378
- " <td>2024-07-28</td>\n",
379
- " <td>10:06:11.133000</td>\n",
380
- " <td>12</td>\n",
381
- " <td>73</td>\n",
382
- " <td>P3_A1</td>\n",
383
- " <td>3</td>\n",
384
- " <td>1</td>\n",
385
- " <td>RS</td>\n",
386
- " <td>13</td>\n",
387
- " <td>1</td>\n",
388
- " <td>2024-07-28 10:06:11.133000+00:00</td>\n",
389
- " <td>72AC_PhD_2404#20240728120610#72AC73_CL_RS_XX#LIN#0#SW755#2277#0.jpg</td>\n",
390
- " </tr>\n",
391
- " <tr>\n",
392
- " <th>3</th>\n",
393
- " <td>72AC_PhD_2404</td>\n",
394
- " <td>72AC73_CL_RS_XX</td>\n",
395
- " <td>cam_scan_phenopsis</td>\n",
396
- " <td>2024-07-28 13:06:12</td>\n",
397
- " <td>0</td>\n",
398
- " <td>SW755</td>\n",
399
- " <td>0</td>\n",
400
- " <td>2278</td>\n",
401
- " <td>72AC_PhD_2404#20240728150612#72AC73_CL_RS_XX#LIN#0#SW755#2278#0.tif</td>\n",
402
- " <td>phenopsis</td>\n",
403
- " <td>2024-07-28</td>\n",
404
- " <td>13:06:12.678000</td>\n",
405
- " <td>15</td>\n",
406
- " <td>73</td>\n",
407
- " <td>P3_A1</td>\n",
408
- " <td>3</td>\n",
409
- " <td>1</td>\n",
410
- " <td>RS</td>\n",
411
- " <td>13</td>\n",
412
- " <td>1</td>\n",
413
- " <td>2024-07-28 13:06:12.678000+00:00</td>\n",
414
- " <td>72AC_PhD_2404#20240728150612#72AC73_CL_RS_XX#LIN#0#SW755#2278#0.jpg</td>\n",
415
- " </tr>\n",
416
- " <tr>\n",
417
- " <th>4</th>\n",
418
- " <td>72AC_PhD_2404</td>\n",
419
- " <td>72AC73_CL_RS_XX</td>\n",
420
- " <td>cam_scan_phenopsis</td>\n",
421
- " <td>2024-07-29 10:06:10</td>\n",
422
- " <td>0</td>\n",
423
- " <td>SW755</td>\n",
424
- " <td>0</td>\n",
425
- " <td>2281</td>\n",
426
- " <td>72AC_PhD_2404#20240729120609#72AC73_CL_RS_XX#LIN#0#SW755#2281#0.tif</td>\n",
427
- " <td>phenopsis</td>\n",
428
- " <td>2024-07-29</td>\n",
429
- " <td>10:06:10.204000</td>\n",
430
- " <td>12</td>\n",
431
- " <td>73</td>\n",
432
- " <td>P3_A1</td>\n",
433
- " <td>3</td>\n",
434
- " <td>1</td>\n",
435
- " <td>RS</td>\n",
436
- " <td>13</td>\n",
437
- " <td>1</td>\n",
438
- " <td>2024-07-29 10:06:10.204000+00:00</td>\n",
439
- " <td>72AC_PhD_2404#20240729120609#72AC73_CL_RS_XX#LIN#0#SW755#2281#0.jpg</td>\n",
440
- " </tr>\n",
441
- " <tr>\n",
442
- " <th>...</th>\n",
443
- " <td>...</td>\n",
444
- " <td>...</td>\n",
445
- " <td>...</td>\n",
446
- " <td>...</td>\n",
447
- " <td>...</td>\n",
448
- " <td>...</td>\n",
449
- " <td>...</td>\n",
450
- " <td>...</td>\n",
451
- " <td>...</td>\n",
452
- " <td>...</td>\n",
453
- " <td>...</td>\n",
454
- " <td>...</td>\n",
455
- " <td>...</td>\n",
456
- " <td>...</td>\n",
457
- " <td>...</td>\n",
458
- " <td>...</td>\n",
459
- " <td>...</td>\n",
460
- " <td>...</td>\n",
461
- " <td>...</td>\n",
462
- " <td>...</td>\n",
463
- " <td>...</td>\n",
464
- " <td>...</td>\n",
465
- " </tr>\n",
466
- " <tr>\n",
467
- " <th>6043</th>\n",
468
- " <td>72AC_PhD_2404</td>\n",
469
- " <td>72AC468_CL_DC_XX</td>\n",
470
- " <td>cam_scan_phenopsis</td>\n",
471
- " <td>2024-08-05 10:37:34</td>\n",
472
- " <td>0</td>\n",
473
- " <td>SW755</td>\n",
474
- " <td>0</td>\n",
475
- " <td>2310</td>\n",
476
- " <td>72AC_PhD_2404#20240805123734#72AC468_CL_DC_XX#LIN#0#SW755#2310#0.tif</td>\n",
477
- " <td>phenopsis</td>\n",
478
- " <td>2024-08-05</td>\n",
479
- " <td>10:37:34.721000</td>\n",
480
- " <td>12</td>\n",
481
- " <td>468</td>\n",
482
- " <td>P13_A36</td>\n",
483
- " <td>13</td>\n",
484
- " <td>36</td>\n",
485
- " <td>DC</td>\n",
486
- " <td>36</td>\n",
487
- " <td>12</td>\n",
488
- " <td>2024-08-05 10:37:34.721000+00:00</td>\n",
489
- " <td>72AC_PhD_2404#20240805123734#72AC468_CL_DC_XX#LIN#0#SW755#2310#0.jpg</td>\n",
490
- " </tr>\n",
491
- " <tr>\n",
492
- " <th>6044</th>\n",
493
- " <td>72AC_PhD_2404</td>\n",
494
- " <td>72AC468_CL_DC_XX</td>\n",
495
- " <td>cam_scan_phenopsis</td>\n",
496
- " <td>2024-08-05 13:37:35</td>\n",
497
- " <td>0</td>\n",
498
- " <td>SW755</td>\n",
499
- " <td>0</td>\n",
500
- " <td>2311</td>\n",
501
- " <td>72AC_PhD_2404#20240805153734#72AC468_CL_DC_XX#LIN#0#SW755#2311#0.tif</td>\n",
502
- " <td>phenopsis</td>\n",
503
- " <td>2024-08-05</td>\n",
504
- " <td>13:37:35.100000</td>\n",
505
- " <td>15</td>\n",
506
- " <td>468</td>\n",
507
- " <td>P13_A36</td>\n",
508
- " <td>13</td>\n",
509
- " <td>36</td>\n",
510
- " <td>DC</td>\n",
511
- " <td>36</td>\n",
512
- " <td>12</td>\n",
513
- " <td>2024-08-05 13:37:35.100000+00:00</td>\n",
514
- " <td>72AC_PhD_2404#20240805153734#72AC468_CL_DC_XX#LIN#0#SW755#2311#0.jpg</td>\n",
515
- " </tr>\n",
516
- " <tr>\n",
517
- " <th>6045</th>\n",
518
- " <td>72AC_PhD_2404</td>\n",
519
- " <td>72AC468_CL_DC_XX</td>\n",
520
- " <td>cam_scan_phenopsis</td>\n",
521
- " <td>2024-08-06 10:37:30</td>\n",
522
- " <td>0</td>\n",
523
- " <td>SW755</td>\n",
524
- " <td>0</td>\n",
525
- " <td>2314</td>\n",
526
- " <td>72AC_PhD_2404#20240806123730#72AC468_CL_DC_XX#LIN#0#SW755#2314#0.tif</td>\n",
527
- " <td>phenopsis</td>\n",
528
- " <td>2024-08-06</td>\n",
529
- " <td>10:37:30.918000</td>\n",
530
- " <td>12</td>\n",
531
- " <td>468</td>\n",
532
- " <td>P13_A36</td>\n",
533
- " <td>13</td>\n",
534
- " <td>36</td>\n",
535
- " <td>DC</td>\n",
536
- " <td>36</td>\n",
537
- " <td>12</td>\n",
538
- " <td>2024-08-06 10:37:30.918000+00:00</td>\n",
539
- " <td>72AC_PhD_2404#20240806123730#72AC468_CL_DC_XX#LIN#0#SW755#2314#0.jpg</td>\n",
540
- " </tr>\n",
541
- " <tr>\n",
542
- " <th>6046</th>\n",
543
- " <td>72AC_PhD_2404</td>\n",
544
- " <td>72AC468_CL_DC_XX</td>\n",
545
- " <td>cam_scan_phenopsis</td>\n",
546
- " <td>2024-08-06 13:37:35</td>\n",
547
- " <td>0</td>\n",
548
- " <td>SW755</td>\n",
549
- " <td>0</td>\n",
550
- " <td>2315</td>\n",
551
- " <td>72AC_PhD_2404#20240806153734#72AC468_CL_DC_XX#LIN#0#SW755#2315#0.tif</td>\n",
552
- " <td>phenopsis</td>\n",
553
- " <td>2024-08-06</td>\n",
554
- " <td>13:37:35.629000</td>\n",
555
- " <td>15</td>\n",
556
- " <td>468</td>\n",
557
- " <td>P13_A36</td>\n",
558
- " <td>13</td>\n",
559
- " <td>36</td>\n",
560
- " <td>DC</td>\n",
561
- " <td>36</td>\n",
562
- " <td>12</td>\n",
563
- " <td>2024-08-06 13:37:35.629000+00:00</td>\n",
564
- " <td>72AC_PhD_2404#20240806153734#72AC468_CL_DC_XX#LIN#0#SW755#2315#0.jpg</td>\n",
565
- " </tr>\n",
566
- " <tr>\n",
567
- " <th>6047</th>\n",
568
- " <td>72AC_PhD_2404</td>\n",
569
- " <td>72AC468_CL_DC_XX</td>\n",
570
- " <td>cam_scan_phenopsis</td>\n",
571
- " <td>2024-08-07 10:37:36</td>\n",
572
- " <td>0</td>\n",
573
- " <td>SW755</td>\n",
574
- " <td>0</td>\n",
575
- " <td>2318</td>\n",
576
- " <td>72AC_PhD_2404#20240807123735#72AC468_CL_DC_XX#LIN#0#SW755#2318#0.tif</td>\n",
577
- " <td>phenopsis</td>\n",
578
- " <td>2024-08-07</td>\n",
579
- " <td>10:37:36.146000</td>\n",
580
- " <td>12</td>\n",
581
- " <td>468</td>\n",
582
- " <td>P13_A36</td>\n",
583
- " <td>13</td>\n",
584
- " <td>36</td>\n",
585
- " <td>DC</td>\n",
586
- " <td>36</td>\n",
587
- " <td>12</td>\n",
588
- " <td>2024-08-07 10:37:36.146000+00:00</td>\n",
589
- " <td>72AC_PhD_2404#20240807123735#72AC468_CL_DC_XX#LIN#0#SW755#2318#0.jpg</td>\n",
590
- " </tr>\n",
591
- " </tbody>\n",
592
- "</table>\n",
593
- "<p>6048 rows × 22 columns</p>\n",
594
- "</div>"
595
- ],
596
- "text/plain": [
597
- " experiment plant camera date_time angle wavelength height job_id filepath robot date time hour plant_id PositionPlante plaque position treatment x y timestamp file_name\n",
598
- "0 72AC_PhD_2404 72AC73_CL_RS_XX cam_scan_phenopsis 2024-07-27 10:06:09 0 SW755 0 2273 72AC_PhD_2404#20240727120609#72AC73_CL_RS_XX#LIN#0#SW755#2273#0.tif phenopsis 2024-07-27 10:06:09.601000 12 73 P3_A1 3 1 RS 13 1 2024-07-27 10:06:09.601000+00:00 72AC_PhD_2404#20240727120609#72AC73_CL_RS_XX#LIN#0#SW755#2273#0.jpg\n",
599
- "1 72AC_PhD_2404 72AC73_CL_RS_XX cam_scan_phenopsis 2024-07-27 13:06:10 0 SW755 0 2274 72AC_PhD_2404#20240727150610#72AC73_CL_RS_XX#LIN#0#SW755#2274#0.tif phenopsis 2024-07-27 13:06:10.811000 15 73 P3_A1 3 1 RS 13 1 2024-07-27 13:06:10.811000+00:00 72AC_PhD_2404#20240727150610#72AC73_CL_RS_XX#LIN#0#SW755#2274#0.jpg\n",
600
- "2 72AC_PhD_2404 72AC73_CL_RS_XX cam_scan_phenopsis 2024-07-28 10:06:11 0 SW755 0 2277 72AC_PhD_2404#20240728120610#72AC73_CL_RS_XX#LIN#0#SW755#2277#0.tif phenopsis 2024-07-28 10:06:11.133000 12 73 P3_A1 3 1 RS 13 1 2024-07-28 10:06:11.133000+00:00 72AC_PhD_2404#20240728120610#72AC73_CL_RS_XX#LIN#0#SW755#2277#0.jpg\n",
601
- "3 72AC_PhD_2404 72AC73_CL_RS_XX cam_scan_phenopsis 2024-07-28 13:06:12 0 SW755 0 2278 72AC_PhD_2404#20240728150612#72AC73_CL_RS_XX#LIN#0#SW755#2278#0.tif phenopsis 2024-07-28 13:06:12.678000 15 73 P3_A1 3 1 RS 13 1 2024-07-28 13:06:12.678000+00:00 72AC_PhD_2404#20240728150612#72AC73_CL_RS_XX#LIN#0#SW755#2278#0.jpg\n",
602
- "4 72AC_PhD_2404 72AC73_CL_RS_XX cam_scan_phenopsis 2024-07-29 10:06:10 0 SW755 0 2281 72AC_PhD_2404#20240729120609#72AC73_CL_RS_XX#LIN#0#SW755#2281#0.tif phenopsis 2024-07-29 10:06:10.204000 12 73 P3_A1 3 1 RS 13 1 2024-07-29 10:06:10.204000+00:00 72AC_PhD_2404#20240729120609#72AC73_CL_RS_XX#LIN#0#SW755#2281#0.jpg\n",
603
- "... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... .. .. ... ...\n",
604
- "6043 72AC_PhD_2404 72AC468_CL_DC_XX cam_scan_phenopsis 2024-08-05 10:37:34 0 SW755 0 2310 72AC_PhD_2404#20240805123734#72AC468_CL_DC_XX#LIN#0#SW755#2310#0.tif phenopsis 2024-08-05 10:37:34.721000 12 468 P13_A36 13 36 DC 36 12 2024-08-05 10:37:34.721000+00:00 72AC_PhD_2404#20240805123734#72AC468_CL_DC_XX#LIN#0#SW755#2310#0.jpg\n",
605
- "6044 72AC_PhD_2404 72AC468_CL_DC_XX cam_scan_phenopsis 2024-08-05 13:37:35 0 SW755 0 2311 72AC_PhD_2404#20240805153734#72AC468_CL_DC_XX#LIN#0#SW755#2311#0.tif phenopsis 2024-08-05 13:37:35.100000 15 468 P13_A36 13 36 DC 36 12 2024-08-05 13:37:35.100000+00:00 72AC_PhD_2404#20240805153734#72AC468_CL_DC_XX#LIN#0#SW755#2311#0.jpg\n",
606
- "6045 72AC_PhD_2404 72AC468_CL_DC_XX cam_scan_phenopsis 2024-08-06 10:37:30 0 SW755 0 2314 72AC_PhD_2404#20240806123730#72AC468_CL_DC_XX#LIN#0#SW755#2314#0.tif phenopsis 2024-08-06 10:37:30.918000 12 468 P13_A36 13 36 DC 36 12 2024-08-06 10:37:30.918000+00:00 72AC_PhD_2404#20240806123730#72AC468_CL_DC_XX#LIN#0#SW755#2314#0.jpg\n",
607
- "6046 72AC_PhD_2404 72AC468_CL_DC_XX cam_scan_phenopsis 2024-08-06 13:37:35 0 SW755 0 2315 72AC_PhD_2404#20240806153734#72AC468_CL_DC_XX#LIN#0#SW755#2315#0.tif phenopsis 2024-08-06 13:37:35.629000 15 468 P13_A36 13 36 DC 36 12 2024-08-06 13:37:35.629000+00:00 72AC_PhD_2404#20240806153734#72AC468_CL_DC_XX#LIN#0#SW755#2315#0.jpg\n",
608
- "6047 72AC_PhD_2404 72AC468_CL_DC_XX cam_scan_phenopsis 2024-08-07 10:37:36 0 SW755 0 2318 72AC_PhD_2404#20240807123735#72AC468_CL_DC_XX#LIN#0#SW755#2318#0.tif phenopsis 2024-08-07 10:37:36.146000 12 468 P13_A36 13 36 DC 36 12 2024-08-07 10:37:36.146000+00:00 72AC_PhD_2404#20240807123735#72AC468_CL_DC_XX#LIN#0#SW755#2318#0.jpg\n",
609
- "\n",
610
- "[6048 rows x 22 columns]"
611
- ]
612
- },
613
- "execution_count": 35,
614
- "metadata": {},
615
- "output_type": "execute_result"
616
- }
617
- ],
618
- "source": [
619
- "# pd.read_csv(pt_data.joinpath(f\"{EXPERIMENT}_raw.csv\"), sep=\";\").assign(date_time=lambda x: x.date_time.str.split(\".\", expand=True)[0])"
620
- ]
621
- },
622
  {
623
  "cell_type": "markdown",
624
  "metadata": {},
@@ -635,7 +145,7 @@
635
  },
636
  {
637
  "cell_type": "code",
638
- "execution_count": 30,
639
  "metadata": {},
640
  "outputs": [],
641
  "source": [
@@ -699,7 +209,7 @@
699
  },
700
  {
701
  "cell_type": "code",
702
- "execution_count": 27,
703
  "metadata": {},
704
  "outputs": [],
705
  "source": [
@@ -835,27 +345,6 @@
835
  " pg_completion.value = len(table.value[table.value.done == True].plant.unique())"
836
  ]
837
  },
838
- {
839
- "cell_type": "code",
840
- "execution_count": 32,
841
- "metadata": {},
842
- "outputs": [
843
- {
844
- "data": {
845
- "text/plain": [
846
- "2"
847
- ]
848
- },
849
- "execution_count": 32,
850
- "metadata": {},
851
- "output_type": "execute_result"
852
- }
853
- ],
854
- "source": [
855
- "a = [1, 2, 3, 4, 5, 6]\n",
856
- "a.index(3)"
857
- ]
858
- },
859
  {
860
  "cell_type": "markdown",
861
  "metadata": {},
@@ -865,7 +354,7 @@
865
  },
866
  {
867
  "cell_type": "code",
868
- "execution_count": 28,
869
  "metadata": {},
870
  "outputs": [],
871
  "source": [
@@ -920,28 +409,11 @@
920
  },
921
  {
922
  "cell_type": "code",
923
- "execution_count": 29,
924
  "metadata": {},
925
- "outputs": [
926
- {
927
- "data": {
928
- "application/vnd.jupyter.widget-view+json": {
929
- "model_id": "aaae447d85264800b41a5618d8e78171",
930
- "version_major": 2,
931
- "version_minor": 0
932
- },
933
- "text/plain": [
934
- "BokehModel(combine_events=True, render_bundle={'docs_json': {'fbfa3e7d-2cea-465d-9844-cecbf0c4a154': {'version…"
935
- ]
936
- },
937
- "execution_count": 29,
938
- "metadata": {},
939
- "output_type": "execute_result"
940
- }
941
- ],
942
  "source": [
943
- "# sidebar.width = 330\n",
944
- "pn.Row(sidebar, main)"
945
  ]
946
  },
947
  {
 
16
  },
17
  {
18
  "cell_type": "code",
19
+ "execution_count": null,
20
  "metadata": {},
21
+ "outputs": [],
 
 
 
 
 
 
 
 
 
22
  "source": [
23
  "%load_ext autoreload\n",
24
  "%autoreload 2"
 
26
  },
27
  {
28
  "cell_type": "code",
29
+ "execution_count": null,
30
  "metadata": {},
31
  "outputs": [],
32
  "source": [
 
51
  },
52
  {
53
  "cell_type": "code",
54
+ "execution_count": null,
55
  "metadata": {},
56
+ "outputs": [],
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
57
  "source": [
58
  "pn.extension(\"tabulator\")\n",
59
  "\n",
 
62
  },
63
  {
64
  "cell_type": "code",
65
+ "execution_count": null,
66
  "metadata": {},
67
  "outputs": [],
68
  "source": [
 
81
  },
82
  {
83
  "cell_type": "code",
84
+ "execution_count": null,
85
  "metadata": {},
86
  "outputs": [],
87
  "source": [
 
99
  },
100
  {
101
  "cell_type": "code",
102
+ "execution_count": null,
103
  "metadata": {},
104
  "outputs": [],
105
  "source": [
 
117
  },
118
  {
119
  "cell_type": "code",
120
+ "execution_count": null,
121
  "metadata": {},
122
  "outputs": [],
123
  "source": [
 
129
  "}"
130
  ]
131
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
132
  {
133
  "cell_type": "markdown",
134
  "metadata": {},
 
145
  },
146
  {
147
  "cell_type": "code",
148
+ "execution_count": null,
149
  "metadata": {},
150
  "outputs": [],
151
  "source": [
 
209
  },
210
  {
211
  "cell_type": "code",
212
+ "execution_count": null,
213
  "metadata": {},
214
  "outputs": [],
215
  "source": [
 
345
  " pg_completion.value = len(table.value[table.value.done == True].plant.unique())"
346
  ]
347
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
348
  {
349
  "cell_type": "markdown",
350
  "metadata": {},
 
354
  },
355
  {
356
  "cell_type": "code",
357
+ "execution_count": null,
358
  "metadata": {},
359
  "outputs": [],
360
  "source": [
 
409
  },
410
  {
411
  "cell_type": "code",
412
+ "execution_count": null,
413
  "metadata": {},
414
+ "outputs": [],
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
415
  "source": [
416
+ "# pn.Row(sidebar, main)"
 
417
  ]
418
  },
419
  {