From 1e042e6ff7bce200ec4e941f3ae58e7f9282e58b Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 15 Sep 2026 12:21:18 +0200
Subject: [PATCH 01/28] add animated data item file structure svg

---
 .../_static/data_structure/data_structure.svg | 408 ++++++++++++++++++
 .../data_structure/file_item_data_0.svg       | 144 -------
 .../data_structure/file_item_data_1.svg       | 164 -------
 .../data_structure/file_item_data_2.svg       | 244 -----------
 docs/source/coreapi_introduction.rst          |   9 +-
 5 files changed, 413 insertions(+), 556 deletions(-)
 create mode 100644 docs/source/_static/data_structure/data_structure.svg
 delete mode 100644 docs/source/_static/data_structure/file_item_data_0.svg
 delete mode 100644 docs/source/_static/data_structure/file_item_data_1.svg
 delete mode 100644 docs/source/_static/data_structure/file_item_data_2.svg

diff --git a/docs/source/_static/data_structure/data_structure.svg b/docs/source/_static/data_structure/data_structure.svg
new file mode 100644
index 000000000..953a6e735
--- /dev/null
+++ b/docs/source/_static/data_structure/data_structure.svg
@@ -0,0 +1,408 @@
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+   inkscape:version="1.4 (86a8ad7, 2024-10-11)"
+   sodipodi:docname="animated2 - Copie.svg"
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+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
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+      <rect
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+      <text
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+         x="53.788872"
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+         id="data_text"
+         transform="translate(94.044785,124.97176)"><tspan
+           x="0"
+           y="0"
+           id="tspan16"><tspan
+   style="stroke:none"
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+      <rect
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+      <text
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+           x="0"
+           y="0"
+           id="tspan19"><tspan
+             style="stroke:none;stroke-width:0.705"
+             id="tspan18">FILE</tspan></tspan></text>
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+    <g
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+      <rect
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+      <text
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+           id="tspan21"><tspan
+             style="stroke:none"
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+    <g
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+      <rect
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+      <text
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+         id="item_1_text"
+         transform="translate(72.206612,148.50071)"><tspan
+           x="0"
+           y="0"
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+</tspan>
+      <animate
+         attributeName="opacity"
+         dur="8s"
+         values="0;0;1;1"
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+    <g
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+      <rect
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+         rx="2.7602232"
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+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.7;.75;1"
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+      <text
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+         style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:center;writing-mode:lr-tb;direction:ltr;white-space:pre-wrap;shape-inside:url(#rect73);display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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+         transform="translate(89.478576,148.50071)"><tspan
+           x="0"
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+      <animate
+         attributeName="opacity"
+         dur="8s"
+         values="0;0;1;1"
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+    <g
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+      <text
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+         transform="translate(104.55856,148.50071)"><tspan
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diff --git a/docs/source/_static/data_structure/file_item_data_0.svg b/docs/source/_static/data_structure/file_item_data_0.svg
deleted file mode 100644
index f5d4898de..000000000
--- a/docs/source/_static/data_structure/file_item_data_0.svg
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diff --git a/docs/source/coreapi_introduction.rst b/docs/source/coreapi_introduction.rst
index eb9a211f1..06c303f18 100644
--- a/docs/source/coreapi_introduction.rst
+++ b/docs/source/coreapi_introduction.rst
@@ -32,13 +32,14 @@ To do so, **OSEkit** uses an intermediary object between the ``Data`` and the ``
 As an example, let's consider 3 files that differ in duration (along the x-axis in the figures here below).
 The first two files are consecutive, and the third one is separated from the end of the second by a duration for which there is no data.
 
-From these 3 files, the user want to manipulate 2 data objects (for example to plot spectrograms from audio files at these 2 time periods):
+From these 3 files, the user want to manipulate a data object (for example to plot a spectrogram from the audio files in a given time period).
 
-.. image:: _static/data_structure/file_item_data_0.svg
+Under the hood, **OSEkit** will create intermediate ``Item`` objects that will be used for the data to be fetched seamlessly, with an optimized I/O workflow.
 
-Under the hood, **OSEkit** will create intermediate ``Item`` objects that will be used for the data to be fetched seamlessly, with an optimized I/O workflow:
+An ``Item`` correspond to a single link between a ``Data`` and a ``File``: although a ``Data`` can be linked to multiple ``File`` (and vice versa),
 
-.. image:: _static/data_structure/file_item_data_2.svg
+
+.. image:: _static/data_structure/data_structure.svg
 
 
 Different type of data

From f6e4100ab33338a381b3b5f3bb0754bc2dc99152 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 15 Sep 2026 15:41:34 +0200
Subject: [PATCH 02/28] add note on osekit terminology

---
 docs/source/coreapi_introduction.rst | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/docs/source/coreapi_introduction.rst b/docs/source/coreapi_introduction.rst
index 06c303f18..3073d38db 100644
--- a/docs/source/coreapi_introduction.rst
+++ b/docs/source/coreapi_introduction.rst
@@ -29,6 +29,11 @@ nor if it contains empty time periods between files.
 
 To do so, **OSEkit** uses an intermediary object between the ``Data`` and the ``File``: an ``Item``, which is a **part** of ``Data`` that is found in a **single** ``File``.
 
+.. note::
+    - ``File`` : Object that represents an actual file on disk (e.g. an audio file, a spectrogram matrix, etc.)
+    - ``Data`` : Object that represents the data contained by file(s) between two timestamps (e.g. a spectrogram plot from a part of an audio file)
+    - ``Item`` : Part of a ``Data`` that is found in a singular ``File``. If a ``Data`` spans over multiple ``File`` , an ``Item`` is created for each one of them and their concatenation forms the ``Data`` values.
+
 As an example, let's consider 3 files that differ in duration (along the x-axis in the figures here below).
 The first two files are consecutive, and the third one is separated from the end of the second by a duration for which there is no data.
 

From b7c8a814058f339632b83664b7d7474d32ffd3c1 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 15 Sep 2026 18:53:38 +0200
Subject: [PATCH 03/28] add optimized_IO svg

---
 .../_static/data_structure/optimized_IO.svg   | 426 ++++++++++++++++++
 1 file changed, 426 insertions(+)
 create mode 100644 docs/source/_static/data_structure/optimized_IO.svg

diff --git a/docs/source/_static/data_structure/optimized_IO.svg b/docs/source/_static/data_structure/optimized_IO.svg
new file mode 100644
index 000000000..1f0197788
--- /dev/null
+++ b/docs/source/_static/data_structure/optimized_IO.svg
@@ -0,0 +1,426 @@
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From 20e3bdf0497c6c51c17de376d9987792a612daca Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 15 Sep 2026 18:57:57 +0200
Subject: [PATCH 04/28] add Optimzed I/O section in core api intro doc

---
 docs/source/coreapi_introduction.rst | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/docs/source/coreapi_introduction.rst b/docs/source/coreapi_introduction.rst
index 3073d38db..20f6eede4 100644
--- a/docs/source/coreapi_introduction.rst
+++ b/docs/source/coreapi_introduction.rst
@@ -46,6 +46,15 @@ An ``Item`` correspond to a single link between a ``Data`` and a ``File``: altho
 
 .. image:: _static/data_structure/data_structure.svg
 
+Optimized I/O
+"""""""""""""
+
+The ``Data``/``Item``/``File`` structure allow for an optimized handling of the files.
+
+The values from the ``File`` objects transit through the ``Item`` **on demand**, and ``File`` related files are opened/closed only when needed,
+that is when another ``Item`` requests values from another ``File`` than the currently opened one:
+
+.. image:: _static/data_structure/optimized_IO.svg
 
 Different type of data
 """"""""""""""""""""""

From cf47d6d255babca275becfa76aa5b1a335b01834 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 16 Sep 2026 10:48:42 +0200
Subject: [PATCH 05/28] add missing back quotes

---
 docs/source/coreapi_usage.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/coreapi_usage.rst b/docs/source/coreapi_usage.rst
index dc3a0ea6e..e0bb45646 100644
--- a/docs/source/coreapi_usage.rst
+++ b/docs/source/coreapi_usage.rst
@@ -26,7 +26,7 @@ Audio Data
 Design
 """"""
 
-The :class:`osekit.core.audio_data.AudioData` class represent a chunk of audio taken between two specific timestamps from one or more `AudioFile` instances.
+The :class:`osekit.core.audio_data.AudioData` class represent a chunk of audio taken between two specific timestamps from one or more ``AudioFile`` instances.
 
 This class offers means of easily resample the data and access it on-demand (with an optimized I/O workflow to minimize the file openings/closings).
 

From bca9e62e3526eef0fa3b0f4cf598c0f6acdc275b Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 16 Sep 2026 11:23:28 +0200
Subject: [PATCH 06/28] replace coreapi_usage ex_1.svg

---
 docs/source/_static/audio_data/ex1.svg  | 124 -----------------
 docs/source/_static/audio_data/ex_1.svg | 170 ++++++++++++++++++++++++
 docs/source/coreapi_usage.rst           |   2 +-
 3 files changed, 171 insertions(+), 125 deletions(-)
 delete mode 100644 docs/source/_static/audio_data/ex1.svg
 create mode 100644 docs/source/_static/audio_data/ex_1.svg

diff --git a/docs/source/_static/audio_data/ex1.svg b/docs/source/_static/audio_data/ex1.svg
deleted file mode 100644
index 8249d5468..000000000
--- a/docs/source/_static/audio_data/ex1.svg
+++ /dev/null
@@ -1,124 +0,0 @@
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diff --git a/docs/source/_static/audio_data/ex_1.svg b/docs/source/_static/audio_data/ex_1.svg
new file mode 100644
index 000000000..1778591c3
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diff --git a/docs/source/coreapi_usage.rst b/docs/source/coreapi_usage.rst
index e0bb45646..003213e7c 100644
--- a/docs/source/coreapi_usage.rst
+++ b/docs/source/coreapi_usage.rst
@@ -46,7 +46,7 @@ Example for an ``AudioData`` representing the first 2 seconds of the ``foo/7189.
 
 This will lead to the following *data* <-> *file* structure (see the :ref:`Data and Files <data_files>` section):
 
-.. image:: _static/audio_data/ex1.svg
+.. image:: _static/audio_data/ex_1.svg
 
 If the ``AudioData`` begin and end timestamps cover multiple ``AudioFile``, the corresponding ``AudioItem``.
 

From 91d198a7fd2315509fa86504310c839449b4db26 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 16 Sep 2026 11:55:53 +0200
Subject: [PATCH 07/28] replace coreapi_usage ex_2.svg

---
 docs/source/_static/audio_data/ex2.svg  | 310 ------------------
 docs/source/_static/audio_data/ex_2.svg | 406 ++++++++++++++++++++++++
 docs/source/coreapi_usage.rst           |   2 +-
 3 files changed, 407 insertions(+), 311 deletions(-)
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diff --git a/docs/source/coreapi_usage.rst b/docs/source/coreapi_usage.rst
index 003213e7c..cc9d3b17f 100644
--- a/docs/source/coreapi_usage.rst
+++ b/docs/source/coreapi_usage.rst
@@ -73,7 +73,7 @@ Let's create a single ``AudioData`` that covers the total duration of the 4 file
 
 This will create one ``AudioItem`` per file, plus one **empty** ``AudioItem`` for the gap:
 
-.. image:: _static/audio_data/ex2.svg
+.. image:: _static/audio_data/ex_2.svg
 
 We can check that with code:
 

From d2e8c2162c763bc32d6d2a0df11e2a27f9089468 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 16 Sep 2026 12:01:26 +0200
Subject: [PATCH 08/28] change time font size to bold

---
 docs/source/_static/data_structure/data_structure.svg | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/_static/data_structure/data_structure.svg b/docs/source/_static/data_structure/data_structure.svg
index 953a6e735..9bf8d2a63 100644
--- a/docs/source/_static/data_structure/data_structure.svg
+++ b/docs/source/_static/data_structure/data_structure.svg
@@ -378,7 +378,7 @@
          y="188.67426"
          id="tspan80"
          style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans';fill:#fde725;fill-opacity:1"><tspan
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+           style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans';fill:#fde725;fill-opacity:1;stroke:none"
            id="tspan79">time</tspan></tspan></text>
     <path
        style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.899999, 0.899999;stroke-dashoffset:0;stroke-opacity:1"

From a9d3c63169e67c8c003fe2901e8c705888ea0b63 Mon Sep 17 00:00:00 2001
From: Gautzilla <72027971+Gautzilla@users.noreply.github.com>
Date: Wed, 23 Sep 2026 12:18:30 +0200
Subject: [PATCH 09/28] add static ltas svg

---
 docs/source/_static/audio_data/ex2.svg | 310 +++++++++++++
 docs/source/_static/ltas/ltas.svg      | 575 +++++++++++++++++++++++++
 2 files changed, 885 insertions(+)
 create mode 100644 docs/source/_static/audio_data/ex2.svg
 create mode 100644 docs/source/_static/ltas/ltas.svg

diff --git a/docs/source/_static/audio_data/ex2.svg b/docs/source/_static/audio_data/ex2.svg
new file mode 100644
index 000000000..53a1c21e7
--- /dev/null
+++ b/docs/source/_static/audio_data/ex2.svg
@@ -0,0 +1,310 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="75.454269mm"
+   height="74.770668mm"
+   viewBox="0 0 75.454269 74.770668"
+   version="1.1"
+   id="svg1"
+   sodipodi:docname="ex2.svg"
+   inkscape:version="1.4 (86a8ad7, 2024-10-11)"
+   inkscape:export-batch-path="C:\Users\berthoga\Documents\Communications\OSEkit_rework\media\audio_data"
+   inkscape:export-batch-name="ex2"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview1"
+     pagecolor="#505050"
+     bordercolor="#eeeeee"
+     borderopacity="1"
+     inkscape:showpageshadow="0"
+     inkscape:pageopacity="0"
+     inkscape:pagecheckerboard="0"
+     inkscape:deskcolor="#505050"
+     inkscape:document-units="mm"
+     inkscape:zoom="0.5"
+     inkscape:cx="264"
+     inkscape:cy="109"
+     inkscape:window-width="1920"
+     inkscape:window-height="1009"
+     inkscape:window-x="-8"
+     inkscape:window-y="-8"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1"
+     showgrid="false">
+    <inkscape:page
+       x="0"
+       y="0"
+       width="75.454269"
+       height="74.770668"
+       id="page3"
+       margin="0"
+       bleed="0"
+       inkscape:label="3" />
+  </sodipodi:namedview>
+  <defs
+     id="defs1" />
+  <g
+     inkscape:label="Calque 1"
+     inkscape:groupmode="layer"
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From 186d3e4ecd25c59919d55025a2ecbfb4f8ab6861 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 10:23:46 +0200
Subject: [PATCH 10/28] add animation placeholders on each object

---
 docs/source/_static/ltas/ltas.svg | 883 +++++++++++++++++++++++++-----
 1 file changed, 749 insertions(+), 134 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index b9f88e099..672c1cad0 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -1,19 +1,18 @@
 <?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!-- Created with Inkscape (http://www.inkscape.org/) -->
-
 <svg
-   width="90.011833mm"
-   height="53.46244mm"
-   viewBox="0 0 90.011833 53.46244"
-   version="1.1"
-   id="svg1"
-   xml:space="preserve"
-   sodipodi:docname="ltas.svg"
-   inkscape:version="1.4 (86a8ad7, 2024-10-11)"
-   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
-   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
-   xmlns="http://www.w3.org/2000/svg"
-   xmlns:svg="http://www.w3.org/2000/svg"><sodipodi:namedview
+  width="90.011833mm"
+  height="53.46244mm"
+  viewBox="0 0 90.011833 53.46244"
+  version="1.1"
+  id="svg1"
+  xml:space="preserve"
+  sodipodi:docname="ltas.svg"
+  inkscape:version="1.4 (86a8ad7, 2024-10-11)"
+  xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+  xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+  xmlns="http://www.w3.org/2000/svg"
+  xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
      id="namedview1"
      pagecolor="#505050"
      bordercolor="#eeeeee"
@@ -31,10 +30,13 @@
      inkscape:window-x="1912"
      inkscape:window-y="-8"
      inkscape:window-maximized="1"
-     inkscape:current-layer="layer1" /><defs
-     id="defs1"><clipPath
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs1">
+    <clipPath
        clipPathUnits="userSpaceOnUse"
-       id="clipPath8"><rect
+       id="clipPath8">
+      <rect
          style="fill:none;fill-opacity:1;stroke:#fde725;stroke-width:0.704998;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
          id="rect9"
          width="89.294998"
@@ -42,12 +44,17 @@
          x="60.535988"
          y="164.60843"
          rx="2.7602229"
-         ry="2.7602232" /></clipPath></defs><g
+         ry="2.7602232" />
+    </clipPath>
+  </defs>
+  <g
      inkscape:label="Calque 1"
      inkscape:groupmode="layer"
      id="layer1"
-     transform="translate(-60.183293,-129.08436)"><g
-       id="level_0"><rect
+     transform="translate(-60.183293,-129.08436)">
+    <g
+       id="level_0">
+      <rect
          style="fill:#21918c;fill-opacity:1;stroke:none;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
          id="level_0_tile_1_fill"
          width="30"
@@ -55,42 +62,85 @@
          x="90.183487"
          y="164.60843"
          rx="0"
-         ry="0" /><path
+         ry="0">
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </rect>
+      <path
          id="level_0_tile_0_fill"
          clip-path="none"
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+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
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          rx="2.7602232"
-         ry="2.7602232" /><text
+         ry="2.7602232">
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+           dur="8s"
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+           keyTimes="0;.2;.25;1"
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+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
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+      <text
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+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
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+           dur="8s"
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+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
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+      <rect
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@@ -523,30 +1067,70 @@
          x="80.539734"
          y="129.43686"
          rx="2.7602232"
-         ry="2.7602232" /><text
+         ry="2.7602232">
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
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+      <text
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          x="147.56136"
          y="370.29083"
-         id="level_2_tile_2_text_before"><tspan
+         id="level_2_tile_2_text_before">
+        <tspan
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            y="144.91029"
            id="tspan63"
-           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan></text><text
+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
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+      <text
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          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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-         id="level_2_tile_2_text_after"><tspan
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+        <tspan
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-           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan></text></g><g
-       id="level_2_tile_0"><path
+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </text>
+    </g>
+    <g
+       id="level_2_tile_0">
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+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </path>
+      <rect
          style="fill:none;fill-opacity:1;stroke:#fde725;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
          id="level_2_tile_0_stroke"
          width="9.2950001"
@@ -554,22 +1138,53 @@
          x="60.535793"
          y="129.43686"
          rx="2.7602232"
-         ry="2.7602232" /><text
+         ry="2.7602232">
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </rect>
+      <text
          xml:space="preserve"
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="127.78767"
          y="370.2908"
-         id="level_2_tile_0_text_before"><tspan
+         id="level_2_tile_0_text_before">
+        <tspan
            x="68.045685"
            y="144.91029"
            id="tspan20"
-           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan></text><text
+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </text>
+      <text
          xml:space="preserve"
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="127.78767"
          y="370.2908"
-         id="text81"><tspan
+         id="text81">
+        <tspan
            x="68.045685"
            y="144.91029"
            id="tspan81"
-           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan></text></g></g></svg>
+           style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+        <animate
+           attributeName="opacity"
+           dur="8s"
+           values="0;0;1;1"
+           keyTimes="0;.2;.25;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
+      </text>
+    </g>
+  </g>
+</svg>

From eb73b60829cc94c61f936d25c4071885f36682a6 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 11:17:43 +0200
Subject: [PATCH 11/28] animate first tile

---
 docs/source/_static/ltas/ltas.svg | 272 +++++++++++++++---------------
 1 file changed, 136 insertions(+), 136 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 672c1cad0..ee8a4a874 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -65,9 +65,9 @@
          ry="0">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -78,9 +78,9 @@
          d="m 63.296395,164.60856 c -1.529164,0 -2.760555,1.23087 -2.760555,2.76004 v 12.06541 c 0,1.52916 1.231391,2.76004 2.760555,2.76004 h 26.887248 v -17.58549 z" >
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -91,9 +91,9 @@
          d="m 120.18336,164.60856 v 17.58549 h 26.88725 c 1.52916,0 2.76055,-1.23088 2.76055,-2.76004 V 167.3686 c 0,-1.52917 -1.23139,-2.76004 -2.76055,-2.76004 z">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -110,9 +110,9 @@
            id="tspan2">1054950</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
-           values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           dur="30s"
+           values="1;1;0;0"
+           keyTimes="0;.073;.075;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -122,9 +122,9 @@
          id="level_0_cut_0">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.225;.235;1"
+           keyTimes="0;.06;.07;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -134,9 +134,9 @@
          id="level_0_cut_1">
         <animate
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-           dur="8s"
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+           keyTimes="0;.95;.96;1"
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@@ -840,9 +840,9 @@
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         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -857,9 +857,9 @@
          ry="2.7602232">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -876,9 +876,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -895,9 +895,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -911,9 +911,9 @@
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         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -928,9 +928,9 @@
          ry="2.7602232">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -947,9 +947,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -966,9 +966,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -982,9 +982,9 @@
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         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -999,9 +999,9 @@
          ry="2.7602232">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -1018,9 +1018,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1037,9 +1037,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1053,9 +1053,9 @@
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         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1070,9 +1070,9 @@
          ry="2.7602232">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -1089,9 +1089,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1108,9 +1108,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1124,9 +1124,9 @@
          d="m 63.180831,129.43706 c -0.09557,0 -0.189654,0.005 -0.28267,0.0139 -1.69e-4,2e-5 -3.47e-4,-1e-5 -5.17e-4,0 -0.185851,0.0188 -0.366072,0.056 -0.538985,0.10956 -1.58e-4,5e-5 -3.59e-4,-5e-5 -5.17e-4,0 -1.038196,0.32176 -1.810735,1.23732 -1.923397,2.35334 -1.7e-5,1.7e-4 1.8e-5,3.5e-4 0,5.2e-4 -0.0094,0.0928 -0.01395,0.18727 -0.01395,0.28267 v 12.06541 c 0,0.57344 0.173219,1.10473 0.470255,1.54513 8.2e-5,1.2e-4 -8.2e-5,3.9e-4 0,5.1e-4 0.04944,0.0733 0.102572,0.14387 0.158647,0.21188 8.8e-5,1e-4 -8.8e-5,4.1e-4 0,5.1e-4 0.280779,0.34041 0.641772,0.61192 1.054716,0.786 0.08261,0.0348 0.167199,0.0657 0.253731,0.0925 0.08668,0.0269 0.174935,0.0493 0.2651,0.0677 0.09,0.0183 0.181388,0.0325 0.274402,0.0419 0.09318,0.009 0.187439,0.0139 0.283187,0.0139 h 4.004924 c 1.529163,0 2.760038,-1.23087 2.760038,-2.76004 V 132.1971 c 0,-1.52916 -1.230875,-2.76004 -2.760038,-2.76004 z">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1141,9 +1141,9 @@
          ry="2.7602232">
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -1160,9 +1160,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1179,9 +1179,9 @@
            style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
         <animate
            attributeName="opacity"
-           dur="8s"
+           dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.2;.25;1"
+           keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>

From d6a5ed267aa66bd9a9f1eb066f3a8383c5c0e93c Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 12:24:31 +0200
Subject: [PATCH 12/28] add level 2 tile 0 animation

---
 docs/source/_static/ltas/ltas.svg | 21 ++++++++++++++-------
 1 file changed, 14 insertions(+), 7 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index ee8a4a874..b31906418 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -463,7 +463,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.28;.282;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1117,6 +1117,13 @@
     </g>
     <g
        id="level_2_tile_0">
+        <animate
+           attributeName="opacity"
+           dur="30s"
+           values="1;1;0;0"
+           keyTimes="0;.279;.281;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
       <path
          id="level_2_tile_0_fill"
          clip-path="none"
@@ -1126,7 +1133,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.219;.221;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1143,7 +1150,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.199;.201;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -1161,8 +1168,8 @@
         <animate
            attributeName="opacity"
            dur="30s"
-           values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           values="0;0;1;1;0;0"
+           keyTimes="0;.199;.201;.238;.24;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1171,7 +1178,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="127.78767"
          y="370.2908"
-         id="text81">
+         id="level_2_tile_0_text_after">
         <tspan
            x="68.045685"
            y="144.91029"
@@ -1181,7 +1188,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.24;.242;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>

From 6c25596ef63274645a146f3bad797c9611ff5c5e Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 14:56:23 +0200
Subject: [PATCH 13/28] animate level 2 tile 2

---
 docs/source/_static/ltas/ltas.svg | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index b31906418..50f5226e5 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -450,7 +450,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.36;.362;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -691,6 +691,13 @@
     </g>
     <g
        id="level_2_tile_1">
+      <animate
+           attributeName="opacity"
+           dur="30s"
+           values="1;1;0;0"
+           keyTimes="0;.358;.36;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
       <path
          id="level_2_tile_1_fill"
          clip-path="none"
@@ -700,7 +707,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.319;.321;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -717,7 +724,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.299;.301;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </rect>
@@ -735,8 +742,8 @@
         <animate
            attributeName="opacity"
            dur="30s"
-           values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           values="0;0;1;1;0;0"
+           keyTimes="0;.299;.301;.338;.34;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -755,7 +762,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.34;.342;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>

From a64cc57b0bbd2e252e75e6c35448599ffc26f6da Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 15:22:55 +0200
Subject: [PATCH 14/28] animate level 2 tile 2

---
 docs/source/_static/ltas/ltas.svg | 26 ++++++++++++++++++++------
 1 file changed, 20 insertions(+), 6 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 50f5226e5..460d46e3e 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -423,6 +423,13 @@
     </g>
     <g
        id="level_1_tile_0">
+      <animate
+           attributeName="opacity"
+           dur="30s"
+           values="1;1;0;0"
+           keyTimes="0;.48;.482;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
       <path
          id="level_1_tile_2_fill"
          clip-path="url(#clipPath8)"
@@ -433,7 +440,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.441;.443;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1053,6 +1060,13 @@
     </g>
     <g
        id="level_2_tile_2">
+        <animate
+           attributeName="opacity"
+           dur="30s"
+           values="0;0;1;1;0;0"
+           keyTimes="0;.379;.381;.439;.441;1"
+           calcMode="linear"
+           repeatCount="indefinite" />
       <path
          id="level_2_tile_2_fill"
          clip-path="none"
@@ -1062,7 +1076,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.399;.401;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </path>
@@ -1078,7 +1092,7 @@
         <animate
            attributeName="opacity"
            dur="30s"
-           values="0;0;1;1"
+           values="1;1;0;0"
            keyTimes="0;.95;.96;1"
            calcMode="linear"
            repeatCount="indefinite" />
@@ -1097,8 +1111,8 @@
         <animate
            attributeName="opacity"
            dur="30s"
-           values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           values="1;1;0;0"
+           keyTimes="0;.418;.42;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>
@@ -1117,7 +1131,7 @@
            attributeName="opacity"
            dur="30s"
            values="0;0;1;1"
-           keyTimes="0;.95;.96;1"
+           keyTimes="0;.42;.422;1"
            calcMode="linear"
            repeatCount="indefinite" />
       </text>

From 3ea804e9e1b4094cd6df0aadbe365ab52bee12d2 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 15:24:25 +0200
Subject: [PATCH 15/28] rename before/after with 0/1

---
 docs/source/_static/ltas/ltas.svg | 52 +++++++++++++++----------------
 1 file changed, 26 insertions(+), 26 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 460d46e3e..9a1d4d811 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -102,7 +102,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;white-space:pre-wrap;shape-inside:url(#rect64);display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="59.741997"
          y="225.38052"
-         id="level_0_text_0_before"
+         id="level_0_text_0_0"
          transform="translate(126.99354,180.43454)">
         <tspan
            x="0"
@@ -154,7 +154,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="207.56914"
          y="405.81506"
-         id="level_0_text_0_after">
+         id="level_0_text_0_1">
         <animate
            attributeName="opacity"
            dur="30s"
@@ -244,7 +244,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="177.56522"
          y="388.22937"
-         id="level_1_tile_1_text_before">
+         id="level_1_tile_1_text_0">
         <tspan
            x="117.82321"
            y="162.84886"
@@ -280,7 +280,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="177.56522"
          y="388.22937"
-         id="level_1_tile_1_text_after">
+         id="level_1_tile_1_text_1">
         <tspan
            x="117.82321"
            y="162.84886"
@@ -370,7 +370,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="207.56915"
          y="388.22937"
-         id="level_1_tile_2_text_before">
+         id="level_1_tile_2_text_0">
         <tspan
            x="147.82715"
            y="162.84886"
@@ -406,7 +406,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="207.56915"
          y="388.22937"
-         id="level_1_tile_2_text_after">
+         id="level_1_tile_2_text_1">
         <tspan
            x="147.82715"
            y="162.84886"
@@ -503,7 +503,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="147.56126"
          y="388.22937"
-         id="level_1_tile_0_text_before">
+         id="level_1_tile_0_text_0">
         <tspan
            x="87.819275"
            y="162.84886"
@@ -539,7 +539,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="147.56126"
          y="388.22937"
-         id="level_1_tile_0_text_after">
+         id="level_1_tile_0_text_1">
         <tspan
            x="87.819275"
            y="162.84886"
@@ -591,7 +591,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="157.79161"
          y="370.29083"
-         id="level_2_tile_3_text_before">
+         id="level_2_tile_3_text_0">
         <tspan
            x="98.049622"
            y="144.91029"
@@ -610,7 +610,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="157.79161"
          y="370.29083"
-         id="level_2_tile_3_text_after">
+         id="level_2_tile_3_text_1">
         <tspan
            x="98.049622"
            y="144.91029"
@@ -662,7 +662,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="187.79555"
          y="370.29083"
-         id="level_2_tile_6_text_before">
+         id="level_2_tile_6_text_0">
         <tspan
            x="128.05356"
            y="144.91029"
@@ -681,7 +681,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="187.79555"
          y="370.29083"
-         id="level_2_tile_6_text_after">
+         id="level_2_tile_6_text_1">
         <tspan
            x="128.05356"
            y="144.91029"
@@ -740,7 +740,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="137.67451"
          y="370.2908"
-         id="level_2_tile_1_text_before">
+         id="level_2_tile_1_text_0">
         <tspan
            x="77.932526"
            y="144.91029"
@@ -759,7 +759,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="137.67451"
          y="370.2908"
-         id="level_2_tile_1_text_after">
+         id="level_2_tile_1_text_1">
         <tspan
            x="77.932526"
            y="144.91029"
@@ -811,7 +811,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="167.67847"
          y="370.2908"
-         id="level_2_tile_4_text_before">
+         id="level_2_tile_4_text_0">
         <tspan
            x="107.93647"
            y="144.91029"
@@ -830,7 +830,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="167.67847"
          y="370.2908"
-         id="level_2_tile_4_text_after">
+         id="level_2_tile_4_text_1">
         <tspan
            x="107.93647"
            y="144.91029"
@@ -882,7 +882,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="177.56531"
          y="370.2908"
-         id="level_2_tile_5_text_before">
+         id="level_2_tile_5_text_0">
         <tspan
            x="117.82331"
            y="144.91029"
@@ -901,7 +901,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="177.56531"
          y="370.2908"
-         id="level_2_tile_5_text_after">
+         id="level_2_tile_5_text_1">
         <tspan
            x="117.82331"
            y="144.91029"
@@ -953,7 +953,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="197.68242"
          y="370.29083"
-         id="level_2_tile_7_text_before">
+         id="level_2_tile_7_text_0">
         <tspan
            x="137.94043"
            y="144.91029"
@@ -972,7 +972,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="197.68242"
          y="370.29083"
-         id="level_2_tile_7_text_after">
+         id="level_2_tile_7_text_1">
         <tspan
            x="137.94043"
            y="144.91029"
@@ -1024,7 +1024,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="207.56926"
          y="370.29083"
-         id="level_2_tile_8_text_before">
+         id="level_2_tile_8_text_0">
         <tspan
            x="147.82726"
            y="144.91029"
@@ -1043,7 +1043,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="207.56926"
          y="370.29083"
-         id="level_2_tile_8_text_after">
+         id="level_2_tile_8_text_1">
         <tspan
            x="147.82726"
            y="144.91029"
@@ -1102,7 +1102,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="147.56136"
          y="370.29083"
-         id="level_2_tile_2_text_before">
+         id="level_2_tile_2_text_0">
         <tspan
            x="87.819366"
            y="144.91029"
@@ -1121,7 +1121,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="147.56136"
          y="370.29083"
-         id="level_2_tile_2_text_after">
+         id="level_2_tile_2_text_1">
         <tspan
            x="87.819366"
            y="144.91029"
@@ -1180,7 +1180,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="127.78767"
          y="370.2908"
-         id="level_2_tile_0_text_before">
+         id="level_2_tile_0_text_0">
         <tspan
            x="68.045685"
            y="144.91029"
@@ -1199,7 +1199,7 @@
          style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
          x="127.78767"
          y="370.2908"
-         id="level_2_tile_0_text_after">
+         id="level_2_tile_0_text_1">
         <tspan
            x="68.045685"
            y="144.91029"

From 9b24778d9b400c49caf9a3fe7643ff2d2ab2258d Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 15:37:43 +0200
Subject: [PATCH 16/28] animate all level 0 tile 0 layers

---
 docs/source/_static/ltas/ltas.svg | 2073 +++++++++++++++--------------
 1 file changed, 1052 insertions(+), 1021 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 9a1d4d811..aa32414b3 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -1,1217 +1,1248 @@
 <?xml version="1.0" encoding="UTF-8" standalone="no"?>
 <svg
-  width="90.011833mm"
-  height="53.46244mm"
-  viewBox="0 0 90.011833 53.46244"
-  version="1.1"
-  id="svg1"
-  xml:space="preserve"
-  sodipodi:docname="ltas.svg"
-  inkscape:version="1.4 (86a8ad7, 2024-10-11)"
-  xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
-  xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
-  xmlns="http://www.w3.org/2000/svg"
-  xmlns:svg="http://www.w3.org/2000/svg">
+   width="90.011833mm"
+   height="53.46244mm"
+   viewBox="0 0 90.011833 53.46244"
+   version="1.1"
+   id="svg1"
+   xml:space="preserve"
+   sodipodi:docname="ltas.svg"
+   inkscape:version="1.4 (86a8ad7, 2024-10-11)"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
   <sodipodi:namedview
-     id="namedview1"
-     pagecolor="#505050"
-     bordercolor="#eeeeee"
-     borderopacity="1"
-     inkscape:showpageshadow="0"
-     inkscape:pageopacity="0"
-     inkscape:pagecheckerboard="0"
-     inkscape:deskcolor="#505050"
-     inkscape:document-units="mm"
-     inkscape:zoom="2.1880465"
-     inkscape:cx="180.98336"
-     inkscape:cy="184.8681"
-     inkscape:window-width="1920"
-     inkscape:window-height="1009"
-     inkscape:window-x="1912"
-     inkscape:window-y="-8"
-     inkscape:window-maximized="1"
-     inkscape:current-layer="layer1" />
+   id="namedview1"
+   pagecolor="#505050"
+   bordercolor="#eeeeee"
+   borderopacity="1"
+   inkscape:showpageshadow="0"
+   inkscape:pageopacity="0"
+   inkscape:pagecheckerboard="0"
+   inkscape:deskcolor="#505050"
+   inkscape:document-units="mm"
+   inkscape:zoom="2.1880465"
+   inkscape:cx="39.075952"
+   inkscape:cy="106.7162"
+   inkscape:window-width="1920"
+   inkscape:window-height="1009"
+   inkscape:window-x="-8"
+   inkscape:window-y="-8"
+   inkscape:window-maximized="1"
+   inkscape:current-layer="layer1" />
   <defs
-     id="defs1">
+   id="defs1">
     <clipPath
-       clipPathUnits="userSpaceOnUse"
-       id="clipPath8">
+   clipPathUnits="userSpaceOnUse"
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+   id="level_2_tile_0">
+        <animate
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+   dur="30s"
+   values="1;1;0;0"
+   keyTimes="0;.279;.281;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
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+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
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From 713804499cb215d3b6aada139ca26fb792cadfa0 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 16:55:09 +0200
Subject: [PATCH 17/28] animate level 1 tile 1 upper depths

---
 docs/source/_static/ltas/ltas.svg | 69 +++++++++++++++++--------------
 1 file changed, 38 insertions(+), 31 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index aa32414b3..ee12e5a38 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -174,6 +174,13 @@
     </g>
     <g
    id="level_1_tile_1">
+      <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
+   keyTimes="0;.549;.551;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_1_tile_5_fill"
    clip-path="url(#clipPath8)"
@@ -184,7 +191,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.689;.691;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -201,7 +208,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.649;.651;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </rect>
@@ -214,7 +221,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.609;.611;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -226,7 +233,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.559;.561;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -238,7 +245,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.569;.571;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -257,7 +264,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.995;.996;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </text>
@@ -273,7 +280,7 @@
         <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
+   values="1;1;0;0"
    keyTimes="0;.95;.96;1"
    calcMode="linear"
    repeatCount="indefinite" />
@@ -587,6 +594,13 @@
     </g>
     <g
    id="level_2_tile_3">
+      <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.589;.591;.609;.611;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_3_fill"
    clip-path="none"
@@ -596,7 +610,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.599;.601;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -609,13 +623,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"
@@ -807,6 +814,13 @@
     </g>
     <g
    id="level_2_tile_4">
+      <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.629;.631;.649;.651;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_4_fill"
    clip-path="none"
@@ -816,7 +830,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.639;.641;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -829,13 +843,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"
@@ -878,6 +885,13 @@
     </g>
     <g
    id="level_2_tile_5">
+      <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.669;.671;.689;.691;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_5_fill"
    clip-path="none"
@@ -887,7 +901,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.679;.681;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -900,13 +914,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"

From 19e13167a3ecbf8dde885dbd59e3e636a52d5d31 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 17:39:23 +0200
Subject: [PATCH 18/28] animate level 0 tile 1 full depth

---
 docs/source/_static/ltas/ltas.svg | 41 +++++++++++++++++++------------
 1 file changed, 25 insertions(+), 16 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index ee12e5a38..e2661cff8 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -22,9 +22,9 @@
    inkscape:pagecheckerboard="0"
    inkscape:deskcolor="#505050"
    inkscape:document-units="mm"
-   inkscape:zoom="2.1880465"
-   inkscape:cx="39.075952"
-   inkscape:cy="106.7162"
+   inkscape:zoom="1.0940233"
+   inkscape:cx="86.37842"
+   inkscape:cy="229.88543"
    inkscape:window-width="1920"
    inkscape:window-height="1009"
    inkscape:window-x="-8"
@@ -67,7 +67,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.724;.726;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </rect>
@@ -106,19 +106,19 @@
    transform="translate(126.99354,180.43454)"><tspan
      x="0"
      y="0"
-     id="tspan1">
+     id="tspan2">
 </tspan><tspan
      x="0"
      y="5.9531248"
-     id="tspan3">        1054950
+     id="tspan6">        1054950
 </tspan><tspan
      x="0"
      y="11.90625"
-     id="tspan4">
+     id="tspan7">
 </tspan><tspan
      x="0"
      y="17.859374"
-     id="tspan5">      </tspan></text>
+     id="tspan8">      </tspan></text>
       <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900001, 0.900001;stroke-dashoffset:0;stroke-opacity:1"
    d="m 90.183483,164.4068 v 17.98913"
@@ -177,8 +177,8 @@
       <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.549;.551;1"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.549;.551;.724;.726;1"
    calcMode="linear"
    repeatCount="indefinite" />
       <path
@@ -226,6 +226,15 @@
    repeatCount="indefinite" />
       </path>
       <path
+   id="level_1_tile_1_fill_full"
+   style="fill:#21918c;fill-opacity:1;stroke:none;stroke-width:0.704996;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+   d="M 93.300135 147.0228 C 91.770971 147.0228 90.53958 148.25367 90.53958 149.78284 L 90.53958 161.84825 C 90.53958 163.37742 91.770971 164.60881 93.300135 164.60881 L 117.07853 164.60881 C 118.60769 164.60881 119.83857 163.37742 119.83857 161.84825 L 119.83857 149.78284 C 119.83857 148.25367 118.60769 147.0228 117.07853 147.0228 L 93.300135 147.0228 z "><animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
+   keyTimes="0;.709;.711;1"
+   calcMode="linear"
+   repeatCount="indefinite" /></path><path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
    d="m 100.2675,146.82114 v 17.98913"
    id="level_1_cut_2">
@@ -488,12 +497,12 @@
    clip-path="none"
    style="fill:#443983;fill-opacity:1;stroke:none;stroke-width:0.704995;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    d="M 68.949166 147.0228 C 64.288521 147.0228 60.536571 148.25391 60.535726 149.78284 L 60.535726 149.78335 L 60.535726 161.84825 L 60.535726 161.84877 L 60.535726 161.8498 C 60.537421 163.37848 64.289049 164.60881 68.949166 164.60881 L 87.074675 164.60881 C 88.603838 164.60881 89.834713 163.37742 89.834713 161.84825 L 89.834713 149.78284 C 89.834713 148.25367 88.603838 147.0228 87.074675 147.0228 L 68.949166 147.0228 z "><animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.469;.471;1"
-   calcMode="linear"
-   repeatCount="indefinite" /></path>
+     attributeName="opacity"
+     dur="30s"
+     values="0;0;1;1"
+     keyTimes="0;.469;.471;1"
+     calcMode="linear"
+     repeatCount="indefinite" /></path>
       <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
    d="m 70.263551,146.82112 v 17.98913"

From 08456b9a5cd8aa2256aeaf0530039af4bb71664c Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 17:43:18 +0200
Subject: [PATCH 19/28] fix level 1 tile 0 text timing

---
 docs/source/_static/ltas/ltas.svg | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index e2661cff8..2829c5222 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -578,7 +578,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1;0;0"
-   keyTimes="0;.150;.152;.488;.49;1"
+   keyTimes="0;.150;.152;.469;.471;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </text>
@@ -597,7 +597,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.49;.492;1"
+   keyTimes="0;.469;.471;1"
    calcMode="linear"
    repeatCount="indefinite" /></text>
     </g>

From 2bb7a81ee9433838e9ea087f1f8b6291a4db108d Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 17:52:36 +0200
Subject: [PATCH 20/28] add level 1 tile 2 fill full object

---
 docs/source/_static/ltas/ltas.svg | 36 ++++++++++++++++++++-----------
 1 file changed, 23 insertions(+), 13 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 2829c5222..eb29bf172 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -22,9 +22,9 @@
    inkscape:pagecheckerboard="0"
    inkscape:deskcolor="#505050"
    inkscape:document-units="mm"
-   inkscape:zoom="1.0940233"
-   inkscape:cx="86.37842"
-   inkscape:cy="229.88543"
+   inkscape:zoom="4.3760932"
+   inkscape:cx="299.23951"
+   inkscape:cy="127.16822"
    inkscape:window-width="1920"
    inkscape:window-height="1009"
    inkscape:window-x="-8"
@@ -106,19 +106,19 @@
    transform="translate(126.99354,180.43454)"><tspan
      x="0"
      y="0"
-     id="tspan2">
+     id="tspan1">
 </tspan><tspan
      x="0"
      y="5.9531248"
-     id="tspan6">        1054950
+     id="tspan3">        1054950
 </tspan><tspan
      x="0"
      y="11.90625"
-     id="tspan7">
+     id="tspan4">
 </tspan><tspan
      x="0"
      y="17.859374"
-     id="tspan8">      </tspan></text>
+     id="tspan5">      </tspan></text>
       <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900001, 0.900001;stroke-dashoffset:0;stroke-opacity:1"
    d="m 90.183483,164.4068 v 17.98913"
@@ -229,12 +229,12 @@
    id="level_1_tile_1_fill_full"
    style="fill:#21918c;fill-opacity:1;stroke:none;stroke-width:0.704996;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    d="M 93.300135 147.0228 C 91.770971 147.0228 90.53958 148.25367 90.53958 149.78284 L 90.53958 161.84825 C 90.53958 163.37742 91.770971 164.60881 93.300135 164.60881 L 117.07853 164.60881 C 118.60769 164.60881 119.83857 163.37742 119.83857 161.84825 L 119.83857 149.78284 C 119.83857 148.25367 118.60769 147.0228 117.07853 147.0228 L 93.300135 147.0228 z "><animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.709;.711;1"
-   calcMode="linear"
-   repeatCount="indefinite" /></path><path
+     attributeName="opacity"
+     dur="30s"
+     values="0;0;1;1"
+     keyTimes="0;.709;.711;1"
+     calcMode="linear"
+     repeatCount="indefinite" /></path><path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
    d="m 100.2675,146.82114 v 17.98913"
    id="level_1_cut_2">
@@ -361,6 +361,16 @@
    repeatCount="indefinite" />
       </path>
       <path
+   id="level_1_tile_2_fill_full"
+   style="fill:#90d743;fill-opacity:1;stroke:none;stroke-width:0.704995;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
+   d="M 123.30399 147.0228 C 121.77832 147.0228 120.54956 148.2482 120.54395 149.7725 L 120.54395 161.85859 C 120.54955 163.3829 121.77831 164.60881 123.30399 164.60881 L 147.08238 164.60881 C 148.61155 164.60881 149.84242 163.37742 149.84242 161.84825 L 149.84242 149.78284 C 149.84242 148.25367 148.61155 147.0228 147.08238 147.0228 L 123.30399 147.0228 z ">
+        <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
+   keyTimes="0;.95;.96;1"
+   calcMode="linear"
+   repeatCount="indefinite" /></path><path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
    d="m 130.27144,146.82114 v 17.98913"
    id="level_1_cut_4">

From 070f4ecd1f88cbcc4e74d3a0d30d9739aa8784e0 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 18:04:08 +0200
Subject: [PATCH 21/28] animate level 0 tile 2 full depth

---
 docs/source/_static/ltas/ltas.svg | 81 +++++++++++++++----------------
 1 file changed, 40 insertions(+), 41 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index eb29bf172..d0db2f29c 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -93,7 +93,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.949;.951;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -316,6 +316,13 @@
     </g>
     <g
    id="level_1_tile_2">
+      <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.749;.751;.947;.949;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_1_tile_8_fill"
    clip-path="url(#clipPath8)"
@@ -326,7 +333,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.889;.891;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -343,7 +350,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.849;.851;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </rect>
@@ -356,7 +363,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.809;.811;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -368,7 +375,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.909;.911;1"
    calcMode="linear"
    repeatCount="indefinite" /></path><path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
@@ -378,7 +385,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.759;.761;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -390,7 +397,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.769;.771;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -422,13 +429,6 @@
    y="147.02275"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"
@@ -684,6 +684,13 @@
     </g>
     <g
    id="level_2_tile_6">
+        <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.789;.791;.809;.811;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_6_fill"
    clip-path="none"
@@ -693,7 +700,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.799;.801;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -706,13 +713,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"
@@ -974,20 +974,26 @@
       </text>
     </g>
     <g
-   id="level_2_tile_7">
+   id="level_2_tile_7"><animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.829;.831;.849;.859;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_7_fill"
    clip-path="none"
    style="fill:#21918c;fill-opacity:1;stroke:none;stroke-width:0.704995;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    d="m 133.19113,129.43708 c -0.0956,0 -0.18966,0.005 -0.28267,0.0139 -1.7e-4,2e-5 -3.5e-4,-10e-6 -5.2e-4,0 -0.18585,0.0188 -0.36607,0.056 -0.53898,0.10956 -1.6e-4,5e-5 -3.6e-4,-5e-5 -5.2e-4,0 -1.0382,0.32176 -1.81074,1.23732 -1.9234,2.35334 -2e-5,1.7e-4 2e-5,3.5e-4 0,5.2e-4 -0.009,0.0928 -0.0139,0.18727 -0.0139,0.28267 v 12.06541 c 0,0.57344 0.17322,1.10473 0.47026,1.54513 8e-5,1.2e-4 -9e-5,3.9e-4 0,5.1e-4 0.0494,0.0733 0.10257,0.14387 0.15864,0.21188 9e-5,1e-4 -8e-5,4.1e-4 0,5.1e-4 0.28078,0.34041 0.64178,0.61192 1.05472,0.786 0.0826,0.0348 0.1672,0.0657 0.25373,0.0925 0.0867,0.0269 0.17494,0.0493 0.2651,0.0677 0.09,0.0183 0.18139,0.0325 0.2744,0.0419 0.0932,0.009 0.18744,0.0139 0.28319,0.0139 h 4.00492 c 1.52917,0 2.76004,-1.23087 2.76004,-2.76004 v -12.06535 c 0,-1.52916 -1.23087,-2.76004 -2.76004,-2.76004 z">
+
         <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.839;.841;1"
    calcMode="linear"
-   repeatCount="indefinite" />
-      </path>
+   repeatCount="indefinite" /></path>
       <rect
    style="fill:none;fill-opacity:1;stroke:#fde725;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    id="level_2_tile_7_stroke"
@@ -997,13 +1003,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
    xml:space="preserve"
@@ -1046,6 +1045,13 @@
     </g>
     <g
    id="level_2_tile_8">
+        <animate
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.869;.871;.889;.891;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
       <path
    id="level_2_tile_8_fill"
    clip-path="none"
@@ -1055,7 +1061,7 @@
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
+   keyTimes="0;.879;.881;1"
    calcMode="linear"
    repeatCount="indefinite" />
       </path>
@@ -1068,13 +1074,6 @@
    y="129.43686"
    rx="2.7602232"
    ry="2.7602232">
-        <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
       </rect>
       <text
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From 366d7d7f85b57c393d57245c5ec17f08f0ad7209 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Tue, 6 Oct 2026 18:06:29 +0200
Subject: [PATCH 22/28] format XML with code

---
 docs/source/_static/ltas/ltas.svg | 561 +++++++++++++++---------------
 1 file changed, 288 insertions(+), 273 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index d0db2f29c..f6a3d52d4 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -12,7 +12,7 @@
    xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
    xmlns="http://www.w3.org/2000/svg"
    xmlns:svg="http://www.w3.org/2000/svg">
-  <sodipodi:namedview
+     <sodipodi:namedview
    id="namedview1"
    pagecolor="#505050"
    bordercolor="#eeeeee"
@@ -31,12 +31,12 @@
    inkscape:window-y="-8"
    inkscape:window-maximized="1"
    inkscape:current-layer="layer1" />
-  <defs
+     <defs
    id="defs1">
-    <clipPath
+          <clipPath
    clipPathUnits="userSpaceOnUse"
    id="clipPath8">
-      <rect
+               <rect
    style="fill:none;fill-opacity:1;stroke:#fde725;stroke-width:0.704998;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    id="rect9"
    width="89.294998"
@@ -45,16 +45,16 @@
    y="164.60843"
    rx="2.7602229"
    ry="2.7602232" />
-    </clipPath>
-  </defs>
-  <g
+          </clipPath>
+     </defs>
+     <g
    inkscape:label="Calque 1"
    inkscape:groupmode="layer"
    id="layer1"
    transform="translate(-60.183293,-129.08436)">
-    <g
+          <g
    id="level_0">
-      <rect
+               <rect
    style="fill:#21918c;fill-opacity:1;stroke:none;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
    id="level_0_tile_1_fill"
    width="30"
@@ -63,87 +63,92 @@
    y="164.60843"
    rx="0"
    ry="0">
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.724;.726;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </rect>
-      <path
+               </rect>
+               <path
    id="level_0_tile_0_fill"
    clip-path="none"
    style="fill:#443983;fill-opacity:1;stroke:none;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.522;.524;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <path
+               </path>
+               <path
    id="level_0_tile_2_fill"
    clip-path="none"
    style="fill:#90d743;fill-opacity:1;stroke:none;stroke-width:0.705;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.949;.951;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <text
+               </path>
+               <text
    xml:space="preserve"
    style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;white-space:pre-wrap;shape-inside:url(#rect64);display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
    x="59.741997"
    y="225.38052"
    id="level_0_text_0_0"
-   transform="translate(126.99354,180.43454)"><tspan
+   transform="translate(126.99354,180.43454)">
+                    <tspan
      x="0"
      y="0"
      id="tspan1">
-</tspan><tspan
+</tspan>
+                    <tspan
      x="0"
      y="5.9531248"
      id="tspan3">        1054950
-</tspan><tspan
+</tspan>
+                    <tspan
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      y="11.90625"
      id="tspan4">
-</tspan><tspan
+</tspan>
+                    <tspan
      x="0"
      y="17.859374"
-     id="tspan5">      </tspan></text>
-      <path
+     id="tspan5">      </tspan>
+               </text>
+               <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900001, 0.900001;stroke-dashoffset:0;stroke-opacity:1"
    d="m 90.183483,164.4068 v 17.98913"
    id="level_0_cut_0">
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.06;.07;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <path
+               </path>
+               <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900001, 0.900001;stroke-dashoffset:0;stroke-opacity:1"
    d="m 120.18349,164.4068 v 17.98913"
    id="level_0_cut_1">
-        <animate
+                    <animate
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    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.067;.068;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <rect
+               </path>
+               <rect
    style="fill:none;fill-opacity:1;stroke:#fde725;stroke-width:0.704998;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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    width="89.294998"
@@ -152,50 +157,50 @@
    y="164.60843"
    rx="2.7602229"
    ry="2.7602232" />
-      <text
+               <text
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    x="207.56914"
    y="405.81506"
    id="level_0_text_0_1">
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.075;.077;1"
    calcMode="linear"
    repeatCount="indefinite" />
-        <tspan
+                    <tspan
    x="147.82715"
    y="180.43454"
    id="tspan65"
    style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">3000</tspan>
-      </text>
-    </g>
-    <g
+               </text>
+          </g>
+          <g
    id="level_1_tile_1">
-      <animate
+               <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1;0;0"
    keyTimes="0;.549;.551;.724;.726;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      <path
+               <path
    id="level_1_tile_5_fill"
    clip-path="url(#clipPath8)"
    style="fill:#90d743;fill-opacity:1;stroke:none;stroke-width:1.23076;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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    transform="matrix(0.32811406,0,0,1,70.677022,-17.58567)">
-        <animate
+                    <animate
    attributeName="opacity"
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    values="0;0;1;1"
    keyTimes="0;.689;.691;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <rect
+               </path>
+               <rect
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    width="9.8434219"
@@ -204,80 +209,83 @@
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    rx="0"
    ry="0">
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.649;.651;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </rect>
-      <path
+               </rect>
+               <path
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    clip-path="none"
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-        <animate
+                    <animate
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    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.609;.611;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <path
+               </path>
+               <path
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+                    <animate
      attributeName="opacity"
      dur="30s"
      values="0;0;1;1"
      keyTimes="0;.709;.711;1"
      calcMode="linear"
-     repeatCount="indefinite" /></path><path
+     repeatCount="indefinite" />
+               </path>
+               <path
    style="fill:#87de87;stroke:#fde725;stroke-width:0.3;stroke-linecap:round;stroke-dasharray:0.900002, 0.900002;stroke-dashoffset:0;stroke-opacity:1"
    d="m 100.2675,146.82114 v 17.98913"
    id="level_1_cut_2">
-        <animate
+                    <animate
    attributeName="opacity"
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    values="0;0;1;1"
    keyTimes="0;.559;.561;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <path
+               </path>
+               <path
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    id="level_1_cut_3">
-        <animate
+                    <animate
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    values="0;0;1;1"
    keyTimes="0;.569;.571;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <text
+               </path>
+               <text
    xml:space="preserve"
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    id="level_1_tile_1_text_0">
-        <tspan
+                    <tspan
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    y="162.84886"
    id="tspan42"
    style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">4000</tspan>
-        <animate
+                    <animate
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    values="0;0;1;1"
    keyTimes="0;.995;.996;1"
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-      </text>
-      <rect
+               </text>
+               <rect
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@@ -286,58 +294,58 @@
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    rx="2.7602232"
    ry="2.7602232">
-        <animate
+                    <animate
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    values="1;1;0;0"
    keyTimes="0;.95;.96;1"
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    repeatCount="indefinite" />
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-      <text
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-        <tspan
+                    <tspan
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    y="162.84886"
    id="tspan69"
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-        <animate
+                    <animate
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    keyTimes="0;.95;.96;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </text>
-    </g>
-    <g
+               </text>
+          </g>
+          <g
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-      <animate
+               <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1;0;0"
    keyTimes="0;.749;.751;.947;.949;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      <path
+               <path
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    transform="matrix(0.32811406,0,0,1,100.68097,-17.585671)">
-        <animate
+                    <animate
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-      <rect
+               </path>
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@@ -346,81 +354,83 @@
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-        <animate
+                    <animate
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    values="0;0;1;1"
    keyTimes="0;.849;.851;1"
    calcMode="linear"
    repeatCount="indefinite" />
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-      <path
+               </rect>
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+                    <animate
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-      <path
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+               <path
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+   repeatCount="indefinite" />
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+               <path
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    width="9.2950001"
@@ -1145,76 +1160,76 @@
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    rx="2.7602232"
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+                    <animate
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    keyTimes="0;.95;.96;1"
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    repeatCount="indefinite" />
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-      <text
+               </rect>
+               <text
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    y="370.29083"
    id="level_2_tile_2_text_0">
-        <tspan
+                    <tspan
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    y="144.91029"
    id="tspan63"
    style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="1;1;0;0"
    keyTimes="0;.418;.42;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </text>
-      <text
+               </text>
+               <text
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    style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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+                    <tspan
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    y="144.91029"
    id="tspan80"
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-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.42;.422;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </text>
-    </g>
-    <g
+               </text>
+          </g>
+          <g
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-        <animate
+               <animate
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    dur="30s"
    values="1;1;0;0"
    keyTimes="0;.279;.281;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      <path
+               <path
    id="level_2_tile_0_fill"
    clip-path="none"
    style="fill:#443983;fill-opacity:1;stroke:none;stroke-width:0.704995;stroke-linecap:round;stroke-dasharray:none;stroke-opacity:1"
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-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.219;.221;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </path>
-      <rect
+               </path>
+               <rect
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    id="level_2_tile_0_stroke"
    width="9.2950001"
@@ -1223,52 +1238,52 @@
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    rx="2.7602232"
    ry="2.7602232">
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.199;.201;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </rect>
-      <text
+               </rect>
+               <text
    xml:space="preserve"
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    y="370.2908"
    id="level_2_tile_0_text_0">
-        <tspan
+                    <tspan
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    y="144.91029"
    id="tspan20"
    style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">60</tspan>
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1;0;0"
    keyTimes="0;.199;.201;.238;.24;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </text>
-      <text
+               </text>
+               <text
    xml:space="preserve"
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-        <tspan
+                    <tspan
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    y="144.91029"
    id="tspan81"
    style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
-        <animate
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="0;0;1;1"
    keyTimes="0;.24;.242;1"
    calcMode="linear"
    repeatCount="indefinite" />
-      </text>
-    </g>
-  </g>
+               </text>
+          </g>
+     </g>
 </svg>

From 83769a67d7abf5665d915bf42fe389154366a0fc Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 10:24:05 +0200
Subject: [PATCH 23/28] fix level 0 text 0_0

---
 docs/source/_static/ltas/ltas.svg | 103 ++++++++++++------------------
 1 file changed, 41 insertions(+), 62 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index f6a3d52d4..be406ff67 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -22,9 +22,9 @@
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    inkscape:deskcolor="#505050"
    inkscape:document-units="mm"
-   inkscape:zoom="4.3760932"
-   inkscape:cx="299.23951"
-   inkscape:cy="127.16822"
+   inkscape:zoom="1.0940233"
+   inkscape:cx="-71.753499"
+   inkscape:cy="90.034645"
    inkscape:window-width="1920"
    inkscape:window-height="1009"
    inkscape:window-x="-8"
@@ -103,27 +103,16 @@
    x="59.741997"
    y="225.38052"
    id="level_0_text_0_0"
-   transform="translate(126.99354,180.43454)">
-                    <tspan
+   transform="translate(126.99354,180.43454)"><tspan
      x="0"
      y="0"
-     id="tspan1">
-</tspan>
-                    <tspan
-     x="0"
-     y="5.9531248"
-     id="tspan3">        1054950
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-                    <tspan
-     x="0"
-     y="11.90625"
-     id="tspan4">
-</tspan>
-                    <tspan
-     x="0"
-     y="17.859374"
-     id="tspan5">      </tspan>
-               </text>
+     id="tspan2">1054950</tspan><animate
+        attributeName="opacity"
+        dur="30s"
+        values="1;1;0;0"
+        keyTimes="0;.074;.076;1"
+        calcMode="linear"
+        repeatCount="indefinite" /></text>
                <path
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@@ -162,20 +151,17 @@
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-   id="level_0_text_0_1">
-                    <animate
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-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.075;.077;1"
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-   repeatCount="indefinite" />
-                    <tspan
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-   id="tspan65"
-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">3000</tspan>
-               </text>
+   id="level_0_text_0_1"><animate
+     attributeName="opacity"
+     dur="30s"
+     values="0;0;1;1"
+     keyTimes="0;.075;.077;1"
+     calcMode="linear"
+     repeatCount="indefinite" /><tspan
+     x="147.82715"
+     y="180.43454"
+     id="tspan65"
+     style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">3000</tspan></text>
           </g>
           <g
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@@ -235,12 +221,12 @@
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-     attributeName="opacity"
-     dur="30s"
-     values="0;0;1;1"
-     keyTimes="0;.709;.711;1"
-     calcMode="linear"
-     repeatCount="indefinite" />
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
+   keyTimes="0;.709;.711;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
                </path>
                <path
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@@ -445,20 +431,13 @@
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-   id="level_1_tile_2_text_1">
-                    <tspan
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-   y="162.84886"
-   id="tspan70"
-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">3000</tspan>
-                    <animate
-   attributeName="opacity"
-   dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.95;.96;1"
-   calcMode="linear"
-   repeatCount="indefinite" />
-               </text>
+   id="level_1_tile_2_text_1"><animate
+     attributeName="opacity"
+     dur="30s"
+     values="0;0;1;1"
+     keyTimes="0;.95;.96;1"
+     calcMode="linear"
+     repeatCount="indefinite" /></text>
           </g>
           <g
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@@ -519,12 +498,12 @@
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-     dur="30s"
-     values="0;0;1;1"
-     keyTimes="0;.469;.471;1"
-     calcMode="linear"
-     repeatCount="indefinite" />
+   attributeName="opacity"
+   dur="30s"
+   values="0;0;1;1"
+   keyTimes="0;.469;.471;1"
+   calcMode="linear"
+   repeatCount="indefinite" />
                </path>
                <path
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From 6c8de1bc3c773ecf569636f4735532c7a8ba558f Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 10:43:57 +0200
Subject: [PATCH 24/28] change averaged bins bin number color

---
 docs/source/_static/ltas/ltas.svg | 70 +++++++++++++++----------------
 1 file changed, 35 insertions(+), 35 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index be406ff67..36dad1071 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -22,9 +22,9 @@
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    inkscape:deskcolor="#505050"
    inkscape:document-units="mm"
-   inkscape:zoom="1.0940233"
-   inkscape:cx="-71.753499"
-   inkscape:cy="90.034645"
+   inkscape:zoom="1.5471826"
+   inkscape:cx="34.578983"
+   inkscape:cy="118.60268"
    inkscape:window-width="1920"
    inkscape:window-height="1009"
    inkscape:window-x="-8"
@@ -99,20 +99,20 @@
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                <text
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+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;white-space:pre-wrap;shape-inside:url(#rect64);display:inline;fill:#bc3754;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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    y="225.38052"
    id="level_0_text_0_0"
    transform="translate(126.99354,180.43454)"><tspan
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      y="0"
-     id="tspan2">1054950</tspan><animate
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-        dur="30s"
-        values="1;1;0;0"
-        keyTimes="0;.074;.076;1"
-        calcMode="linear"
-        repeatCount="indefinite" /></text>
+     id="tspan1">1054950</tspan><animate
+   attributeName="opacity"
+   dur="30s"
+   values="1;1;0;0"
+   keyTimes="0;.073;.075;1"
+   calcMode="linear"
+   repeatCount="indefinite" /></text>
                <path
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@@ -254,7 +254,7 @@
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+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#bc3754;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -262,7 +262,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">4000</tspan>
+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
                     <animate
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    dur="30s"
@@ -399,7 +399,7 @@
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                <text
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+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
                     <animate
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    dur="30s"
@@ -531,7 +531,7 @@
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                <text
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+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#bc3754;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
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@@ -586,7 +586,7 @@
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+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -657,7 +657,7 @@
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                <text
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-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -665,7 +665,7 @@
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    y="144.91029"
    id="tspan73"
-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
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    dur="30s"
@@ -728,7 +728,7 @@
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                <text
    xml:space="preserve"
-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -736,7 +736,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
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    dur="30s"
@@ -806,7 +806,7 @@
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                <text
    xml:space="preserve"
-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -814,7 +814,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
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    dur="30s"
@@ -877,7 +877,7 @@
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                <text
    xml:space="preserve"
-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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    id="level_2_tile_4_text_1">
@@ -885,7 +885,7 @@
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    y="144.91029"
    id="tspan76"
-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -1019,7 +1019,7 @@
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                <text
    xml:space="preserve"
-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -1027,7 +1027,7 @@
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    id="tspan78"
-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -1090,7 +1090,7 @@
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                <text
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-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -1098,7 +1098,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -1168,7 +1168,7 @@
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                <text
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+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -1176,7 +1176,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -1246,7 +1246,7 @@
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                <text
    xml:space="preserve"
-   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fde725;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
+   style="font-style:normal;font-variant:normal;font-weight:bold;font-stretch:normal;font-size:4.7625px;font-family:'Canva Sans';-inkscape-font-specification:'Canva Sans Bold';text-align:end;writing-mode:lr-tb;direction:ltr;text-anchor:end;white-space:pre-wrap;display:inline;fill:#fcffa4;fill-opacity:1;stroke:none;stroke-width:0.705001;stroke-linecap:round;stroke-dasharray:none"
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@@ -1254,7 +1254,7 @@
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-   style="text-align:end;text-anchor:end;fill:#fde725;fill-opacity:1;stroke:none">1</tspan>
+   style="text-align:end;text-anchor:end;fill:#fcffa4;fill-opacity:1;stroke:none">1</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"

From dccb00bbb91a1ed9d8c403764ce770e11ba37cc0 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 10:47:06 +0200
Subject: [PATCH 25/28] fade cuts out when filling level 1 full tiles

---
 docs/source/_static/ltas/ltas.svg | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 36dad1071..3f98a0662 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -235,8 +235,8 @@
                     <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.559;.561;1"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.559;.561;.709;.711;1"
    calcMode="linear"
    repeatCount="indefinite" />
                </path>
@@ -247,8 +247,8 @@
                     <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.569;.571;1"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.569;.571;.709;.711;1"
    calcMode="linear"
    repeatCount="indefinite" />
                </path>
@@ -380,8 +380,8 @@
                     <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.759;.761;1"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.759;.761;.909;.911;1"
    calcMode="linear"
    repeatCount="indefinite" />
                </path>
@@ -392,8 +392,8 @@
                     <animate
    attributeName="opacity"
    dur="30s"
-   values="0;0;1;1"
-   keyTimes="0;.769;.771;1"
+   values="0;0;1;1;0;0"
+   keyTimes="0;.769;.771;.909;.911;1"
    calcMode="linear"
    repeatCount="indefinite" />
                </path>

From 0240b07d0dfe5d3549ffca132a2802e7699b219b Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 11:55:52 +0200
Subject: [PATCH 26/28] replace ltas gif with ltas svg

---
 docs/source/_static/ltas/ltas.gif | Bin 1778874 -> 0 bytes
 docs/source/_static/ltas/ltas.svg |   8 ++++----
 docs/source/coreapi_usage.rst     |   2 +-
 3 files changed, 5 insertions(+), 5 deletions(-)
 delete mode 100644 docs/source/_static/ltas/ltas.gif

diff --git a/docs/source/_static/ltas/ltas.gif b/docs/source/_static/ltas/ltas.gif
deleted file mode 100644
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GIT binary patch
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diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 3f98a0662..555796609 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -106,7 +106,7 @@
    transform="translate(126.99354,180.43454)"><tspan
      x="0"
      y="0"
-     id="tspan1">1054950</tspan><animate
+     id="tspan1">1500700</tspan><animate
    attributeName="opacity"
    dur="30s"
    values="1;1;0;0"
@@ -262,7 +262,7 @@
    x="117.82321"
    y="162.84886"
    id="tspan42"
-   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4137</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -407,7 +407,7 @@
    x="147.82715"
    y="162.84886"
    id="tspan51"
-   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4137</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
@@ -539,7 +539,7 @@
    x="87.819275"
    y="162.84886"
    id="tspan18"
-   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4000</tspan>
+   style="text-align:end;text-anchor:end;fill:#bc3754;fill-opacity:1;stroke:none">4137</tspan>
                     <animate
    attributeName="opacity"
    dur="30s"
diff --git a/docs/source/coreapi_usage.rst b/docs/source/coreapi_usage.rst
index cc9d3b17f..c19fc1c0d 100644
--- a/docs/source/coreapi_usage.rst
+++ b/docs/source/coreapi_usage.rst
@@ -464,7 +464,7 @@ The audio is recursively split in ``n_bins`` parts (it is split in 3 in the
 representation instead of 3000 for clarity purposes) until the number of time bins in the spectrum gets below ``n_bins``.
 Then, these spectrum parts are computed (hatched rectangles) and averaged across the time axis (filled rectangles).
 
-.. image:: _static/ltas/ltas.gif
+.. image:: _static/ltas/ltas.svg
    :width: 300px
    :align: center
 

From 76f87aad4e796af1504c35743b6e13ebe8862fa6 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 14:47:58 +0200
Subject: [PATCH 27/28] add time axis arrow

---
 docs/source/_static/ltas/ltas.svg | 59 ++++++++++++++++++++++++-------
 1 file changed, 46 insertions(+), 13 deletions(-)

diff --git a/docs/source/_static/ltas/ltas.svg b/docs/source/_static/ltas/ltas.svg
index 555796609..815db1948 100644
--- a/docs/source/_static/ltas/ltas.svg
+++ b/docs/source/_static/ltas/ltas.svg
@@ -1,8 +1,8 @@
 <?xml version="1.0" encoding="UTF-8" standalone="no"?>
 <svg
-   width="90.011833mm"
-   height="53.46244mm"
-   viewBox="0 0 90.011833 53.46244"
+   width="90.000191mm"
+   height="61.237003mm"
+   viewBox="0 0 90.00019 61.237002"
    version="1.1"
    id="svg1"
    xml:space="preserve"
@@ -22,9 +22,9 @@
    inkscape:pagecheckerboard="0"
    inkscape:deskcolor="#505050"
    inkscape:document-units="mm"
-   inkscape:zoom="1.5471826"
-   inkscape:cx="34.578983"
-   inkscape:cy="118.60268"
+   inkscape:zoom="1.0940233"
+   inkscape:cx="158.58894"
+   inkscape:cy="146.7062"
    inkscape:window-width="1920"
    inkscape:window-height="1009"
    inkscape:window-x="-8"
@@ -46,7 +46,23 @@
    rx="2.7602229"
    ry="2.7602232" />
           </clipPath>
-     </defs>
+     <marker
+   style="overflow:visible"
+   id="RoundedArrow"
+   refX="4"
+   refY="0"
+   orient="auto-start-reverse"
+   inkscape:stockid="Rounded arrow"
+   markerWidth="1"
+   markerHeight="1"
+   viewBox="0 0 1 1"
+   inkscape:isstock="true"
+   inkscape:collect="always"
+   preserveAspectRatio="xMidYMid"><path
+     transform="scale(0.7)"
+     d="m -0.21114562,-4.1055728 6.42229122,3.21114561 a 1,1 90 0 1 0,1.78885438 L -0.21114562,4.1055728 A 1.236068,1.236068 31.717474 0 1 -2,3 v -6 a 1.236068,1.236068 148.28253 0 1 1.78885438,-1.1055728 z"
+     style="fill:context-stroke;fill-rule:evenodd;stroke:none"
+     id="path8" /></marker></defs>
      <g
    inkscape:label="Calque 1"
    inkscape:groupmode="layer"
@@ -106,11 +122,12 @@
    transform="translate(126.99354,180.43454)"><tspan
      x="0"
      y="0"
-     id="tspan1">1500700</tspan><animate
+     id="tspan2">1500700</tspan>
+                    <animate
    attributeName="opacity"
    dur="30s"
    values="1;1;0;0"
-   keyTimes="0;.073;.075;1"
+   keyTimes="0;.074;0.076;1"
    calcMode="linear"
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From 9a85a58697abcd50f0869e2673bc0047d1270ef5 Mon Sep 17 00:00:00 2001
From: Gautzilla <gauthier.berthomieu@gmail.com>
Date: Wed, 7 Oct 2026 15:51:49 +0200
Subject: [PATCH 28/28] rewrite the LTAS algorithm explanation

---
 docs/source/coreapi_usage.rst | 32 ++++++++++++++++++++++----------
 1 file changed, 22 insertions(+), 10 deletions(-)

diff --git a/docs/source/coreapi_usage.rst b/docs/source/coreapi_usage.rst
index c19fc1c0d..93addf1c8 100644
--- a/docs/source/coreapi_usage.rst
+++ b/docs/source/coreapi_usage.rst
@@ -450,19 +450,31 @@ The resulting figure presents the full-scale spectrogram at the top (from 0 to 7
 LTAS Data
 ^^^^^^^^^
 
-OSEkit provides the :class:`osekit.core.ltas_data.LTASData` class for computing and plotting LTAS (**L**\ ong-\ **T**\ erm **A**\ verage **S**\ pectrum).
+OSEkit provides the :class:`osekit.core.ltas_data.LTASData` class for computing and plotting long-term spectral averages.
 
-LTAS are suitable when a spectrum is computed over a very long time and that the spectrum matrix time dimension reach a really high value.
-In that case, time bins can be averaged to form a LTAS, which time resolution is lower than that of the original spectrum.
+When computing an STFT over a long audio recording, the resulting spectrum matrix can contain a very large number of time bins. ``LTASData`` reduces this temporal resolution by averaging STFT time bins while preserving the spectral information along the frequency axis.
 
-In OSEkit, LTAS are computed recursively: the user specifies a target number of time bins in the spectrum matrix, noted ``n_bins``.
+The target number of time bins is specified with the ``n_bins`` parameter. OSEkit computes the result recursively so that the full STFT matrix never needs to be materialized when it would exceed this target size.
 
-The visualization below depicts the process: the LTAS is computed with a target ``n_bins = 3000``.
-Yellow rectangles depict the audio data (the x-axis being the time axis), and the number in the lower right
-corner depicts the number of time bins in the spectrum matrix for this audio data.
-The audio is recursively split in ``n_bins`` parts (it is split in 3 in the
-representation instead of 3000 for clarity purposes) until the number of time bins in the spectrum gets below ``n_bins``.
-Then, these spectrum parts are computed (hatched rectangles) and averaged across the time axis (filled rectangles).
+The algorithm works as follows:
+
+1. Compute the number of STFT time bins that would be produced for the current audio segment.
+2. If this number is greater than ``n_bins``, split the segment into ``n_bins`` equal-duration sub-segments and process each sub-segment recursively.
+3. Otherwise, compute the STFT of the segment and average it along the time axis, producing a single averaged spectrum.
+4. Use the averaged spectra returned by the recursive calls as the time bins of the parent segment.
+
+The illustration below shows the process for ``n_bins = 3000``. Yellow rectangles represent audio segments, and the number in the lower-right corner indicates the number of STFT time bins that would be produced for the corresponding segment.
+For readability, the illustration shows three sub-segments instead of the ``3000`` sub-segments used in the example.
+
+* The complete recording would produce ``1 500 700`` STFT time bins, which exceeds ``n_bins``.
+* The recording is therefore split into ``3000`` equal-duration segments.
+* The first segment would still produce ``4 137`` STFT time bins, so it is split again.
+* One of its sub-segments produces only ``60`` STFT time bins. Its STFT can therefore be computed directly.
+* The ``60`` time bins are averaged along the time axis, producing a single spectrum.
+* This spectrum is returned to the parent level and becomes one time bin of the resulting LTAS.
+* The process continues until all ``3000`` top-level segments have produced their averaged spectra.
+
+This recursive approach limits the number of STFT time bins held in memory at each computation step while allowing the computation to be distributed across independent audio segments.
 
 .. image:: _static/ltas/ltas.svg
    :width: 300px