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softboiler · May 22, 2024 · 2ff7f7b · 2ff7f7b
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diff --git a/docs/experiments/e230920_subcool/find_centers.ipynb b/docs/experiments/e230920_subcool/find_centers.ipynb
@@ -33,10 +33,6 @@
     "\n",
     "paths = init()\n",
     "\n",
-    "from boilercv_docs.nbs import HIDE, nowarn, style_df\n",
-    "from boilercv_pipeline.experiments.e230920_subcool import GBC, bounded_ax\n",
-    "from boilercv_pipeline.experiments.e240215_plotting import cool, warm\n",
-    "from boilercv_pipeline.sets import get_contours_df, get_dataset\n",
     "from geopandas import GeoDataFrame, points_from_xy\n",
     "from matplotlib.pyplot import subplots\n",
     "from myst_nb import glue\n",
@@ -45,6 +41,10 @@
     "from shapely import LinearRing\n",
     "\n",
     "from boilercv.images import scale_bool\n",
+    "from boilercv_docs.nbs import HIDE, nowarn, style_df\n",
+    "from boilercv_pipeline.experiments.e230920_subcool import GBC, bounded_ax\n",
+    "from boilercv_pipeline.experiments.e240215_plotting import cool, warm\n",
+    "from boilercv_pipeline.sets import get_contours_df, get_dataset\n",
     "\n",
     "COMPARE_WITH_TRACKPY = True\n",
     "\"\"\"Whether to get centers using the Trackpy approach.\"\"\"\n",

diff --git a/docs/experiments/e230920_subcool/find_objects.ipynb b/docs/experiments/e230920_subcool/find_objects.ipynb
@@ -33,17 +33,17 @@
     "\n",
     "paths = init()\n",
     "\n",
-    "from boilercv_docs.nbs import HIDE, nowarn, style_df\n",
-    "from boilercv_pipeline.experiments.e230920_subcool import GBC, bounded_ax\n",
-    "from boilercv_pipeline.experiments.e240215_plotting import cool, warm\n",
-    "from boilercv_pipeline.sets import get_contours_df, get_dataset\n",
     "from geopandas import GeoDataFrame, points_from_xy\n",
     "from numpy import pi, sqrt\n",
     "from pandas import DataFrame, IndexSlice, NamedAgg\n",
     "from seaborn import scatterplot\n",
     "from shapely import LinearRing, Polygon\n",
     "\n",
     "from boilercv.images import scale_bool\n",
+    "from boilercv_docs.nbs import HIDE, nowarn, style_df\n",
+    "from boilercv_pipeline.experiments.e230920_subcool import GBC, bounded_ax\n",
+    "from boilercv_pipeline.experiments.e240215_plotting import cool, warm\n",
+    "from boilercv_pipeline.sets import get_contours_df, get_dataset\n",
     "\n",
     "COMPARE_WITH_TRACKPY = True\n",
     "\"\"\"Whether to get objects using the Trackpy approach.\"\"\"\n",

diff --git a/docs/experiments/e230920_subcool/find_tracks.ipynb b/docs/experiments/e230920_subcool/find_tracks.ipynb
@@ -33,6 +33,9 @@
     "\n",
     "paths = init()\n",
     "\n",
+    "from numpy import diff, linalg\n",
+    "from pandas import DataFrame, read_hdf\n",
+    "\n",
     "from boilercv_docs.nbs import HIDE, display_dataframe_with_math, nowarn, style_df\n",
     "from boilercv_pipeline.experiments.e230920_subcool import (\n",
     "    GBC,\n",
@@ -43,8 +46,6 @@
     "    transform_cols,\n",
     ")\n",
     "from boilercv_pipeline.sets import get_dataset\n",
-    "from numpy import diff, linalg\n",
-    "from pandas import DataFrame, read_hdf\n",
     "\n",
     "with nowarn(capture=True):\n",
     "    from trackpy import link, quiet\n",

diff --git a/docs/experiments/e230920_subcool/find_tracks_trackpy.ipynb b/docs/experiments/e230920_subcool/find_tracks_trackpy.ipynb
@@ -27,6 +27,23 @@
     "\n",
     "paths = init()\n",
     "\n",
+    "from matplotlib.figure import Figure\n",
+    "from matplotlib.pyplot import subplot_mosaic, subplots\n",
+    "from numpy import diff, linalg, logspace\n",
+    "from pandas import CategoricalDtype, DataFrame, read_hdf\n",
+    "from seaborn import lineplot, move_legend, scatterplot\n",
+    "\n",
+    "from boilercv.data import apply_to_img_da\n",
+    "from boilercv.dimensionless_params import (\n",
+    "    fourier,\n",
+    "    jakob,\n",
+    "    kinematic_viscosity,\n",
+    "    prandtl,\n",
+    "    reynolds,\n",
+    "    thermal_diffusivity,\n",
+    ")\n",
+    "from boilercv.images import scale_bool\n",
+    "from boilercv.images.cv import Op, Transform, transform\n",
     "from boilercv_docs.nbs import HIDE, nowarn, style_df\n",
     "from boilercv_pipeline.correlations.dimensionless_bubble_diameter import (\n",
     "    florschuetz_chao_1965,\n",
@@ -47,23 +64,6 @@
     "from boilercv_pipeline.experiments.e240215_plotting import cool, warm\n",
     "from boilercv_pipeline.models.params import PARAMS\n",
     "from boilercv_pipeline.sets import get_dataset\n",
-    "from matplotlib.figure import Figure\n",
-    "from matplotlib.pyplot import subplot_mosaic, subplots\n",
-    "from numpy import diff, linalg, logspace\n",
-    "from pandas import CategoricalDtype, DataFrame, read_hdf\n",
-    "from seaborn import lineplot, move_legend, scatterplot\n",
-    "\n",
-    "from boilercv.data import apply_to_img_da\n",
-    "from boilercv.dimensionless_params import (\n",
-    "    fourier,\n",
-    "    jakob,\n",
-    "    kinematic_viscosity,\n",
-    "    prandtl,\n",
-    "    reynolds,\n",
-    "    thermal_diffusivity,\n",
-    ")\n",
-    "from boilercv.images import scale_bool\n",
-    "from boilercv.images.cv import Op, Transform, transform\n",
     "\n",
     "with nowarn(capture=True):\n",
     "    from trackpy import batch, link, locate, quiet\n",

diff --git a/docs/experiments/e230920_subcool/get_thermal_data.ipynb b/docs/experiments/e230920_subcool/get_thermal_data.ipynb
@@ -30,11 +30,12 @@
     "\n",
     "paths = init()\n",
     "\n",
-    "from boilercv_docs.nbs import HIDE\n",
-    "from boilercv_pipeline.experiments.e230920_subcool import ALL_THERMAL_DATA\n",
     "from pandas import DataFrame, read_csv\n",
     "from seaborn import scatterplot\n",
     "\n",
+    "from boilercv_docs.nbs import HIDE\n",
+    "from boilercv_pipeline.experiments.e230920_subcool import ALL_THERMAL_DATA\n",
+    "\n",
     "BOILING = 97.33  # (C) inferred from mean pressure over the time span\n",
     "TIME = \"time\"\n",
     "BASE_TEMP = \"T0cal (C)\"\n",

diff --git a/docs/experiments/e230920_subcool/plot_tracks.ipynb b/docs/experiments/e230920_subcool/plot_tracks.ipynb
@@ -32,6 +32,21 @@
     "from boilercv_docs.nbs import init\n",
     "\n",
     "paths = init()\n",
+    "from matplotlib.figure import Figure\n",
+    "from matplotlib.pyplot import subplot_mosaic, subplots\n",
+    "from numpy import diff, log10, logspace\n",
+    "from pandas import DataFrame, Series, read_hdf\n",
+    "from seaborn import lineplot, move_legend, scatterplot\n",
+    "\n",
+    "from boilercv.dimensionless_params import (\n",
+    "    fourier,\n",
+    "    jakob,\n",
+    "    kinematic_viscosity,\n",
+    "    prandtl,\n",
+    "    reynolds,\n",
+    "    thermal_diffusivity,\n",
+    ")\n",
+    "from boilercv.images import scale_bool\n",
     "from boilercv_docs.nbs import HIDE\n",
     "from boilercv_pipeline.correlations.dimensionless_bubble_diameter import (\n",
     "    akiyama_1973,\n",
@@ -57,21 +72,6 @@
     ")\n",
     "from boilercv_pipeline.experiments.e240215_plotting import cool, warm12\n",
     "from boilercv_pipeline.sets import get_dataset\n",
-    "from matplotlib.figure import Figure\n",
-    "from matplotlib.pyplot import subplot_mosaic, subplots\n",
-    "from numpy import diff, log10, logspace\n",
-    "from pandas import DataFrame, Series, read_hdf\n",
-    "from seaborn import lineplot, move_legend, scatterplot\n",
-    "\n",
-    "from boilercv.dimensionless_params import (\n",
-    "    fourier,\n",
-    "    jakob,\n",
-    "    kinematic_viscosity,\n",
-    "    prandtl,\n",
-    "    reynolds,\n",
-    "    thermal_diffusivity,\n",
-    ")\n",
-    "from boilercv.images import scale_bool\n",
     "\n",
     "S = Series\n",
     "\n",

diff --git a/scripts/preview_sympy.ipynb b/scripts/preview_sympy.ipynb
@@ -17,6 +17,10 @@
    },
    "outputs": [],
    "source": [
+    "from docs.boilercv_docs.nbs import HIDE\n",
+    "from sympy import sympify\n",
+    "from tomlkit import parse\n",
+    "\n",
     "from boilercv_pipeline.correlations.dimensionless_bubble_diameter.equations import (\n",
     "    EQUATIONS_TOML,\n",
     "    SYMPY_REPLS,\n",
@@ -25,9 +29,6 @@
     "    LOCALS,\n",
     "    SUBS,\n",
     ")\n",
-    "from docs.boilercv_docs.nbs import HIDE\n",
-    "from sympy import sympify\n",
-    "from tomlkit import parse\n",
     "\n",
     "NAME = \"florschuetz_chao_1965\"\n",
     "\"\"\"Name of the equation to preview.\"\"\"\n",