From 8265bd7314493b73c36e57bd3a70db73ea015981 Mon Sep 17 00:00:00 2001
From: BastianTigges <92371618+BastianTigges@users.noreply.github.com>
Date: Tue, 6 Sep 2022 21:28:39 +0200
Subject: [PATCH] fixed failures in API reference when make html

---
 .../build_multi_parameters/index.doctree      | Bin 17986 -> 17575 bytes
 .../doctrees/Reference/pipeline/index.doctree | Bin 14831 -> 14829 bytes
 .../doctrees/Reference/storage/index.doctree  | Bin 42505 -> 42097 bytes
 docs/build/doctrees/environment.pickle        | Bin 116320 -> 112818 bytes
 docs/build/doctrees/start/index.doctree       | Bin 7828 -> 7572 bytes
 docs/build/doctrees/user/index.doctree        | Bin 77869 -> 74572 bytes
 docs/build/html/Reference/index.html          |   4 +-
 docs/build/html/Reference/pipeline/index.html |   5 +-
 .../build_multi_parameters/index.rst.txt      |   2 +-
 .../_sources/Reference/pipeline/index.rst.txt |   7 +-
 .../_sources/Reference/storage/index.rst.txt  |   4 +-
 docs/build/html/_sources/start/index.rst.txt  |   5 +-
 docs/build/html/_sources/user/index.rst.txt   |  71 +++---------------
 docs/build/html/objects.inv                   |   8 +-
 docs/build/html/searchindex.js                |   2 +-
 docs/build/html/start/index.html              |   9 +--
 docs/build/html/user/index.html               |  59 +++------------
 docs/source/start/index.rst                   |   5 +-
 docs/source/user/index.rst                    |  71 +++---------------
 pykkn/build_multi_parameters.py               |   2 +-
 pykkn/storage.py                              |  14 ++--
 21 files changed, 64 insertions(+), 204 deletions(-)

diff --git a/docs/build/doctrees/Reference/build_multi_parameters/index.doctree b/docs/build/doctrees/Reference/build_multi_parameters/index.doctree
index 295e17b695ff741f4c05448087b355640410fb37..0fcdbc8385739aa94873f4886ff8d23f1e3ebc69 100644
GIT binary patch
delta 386
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delta 500
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diff --git a/docs/build/doctrees/Reference/pipeline/index.doctree b/docs/build/doctrees/Reference/pipeline/index.doctree
index 0de812188d0f1ad72fe0f94a339fb1ae85e3a423..89bd0dc865f8351244e03c5a5f9a9dc068c29dbb 100644
GIT binary patch
delta 132
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delta 140
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diff --git a/docs/build/doctrees/Reference/storage/index.doctree b/docs/build/doctrees/Reference/storage/index.doctree
index 26bbee925b21a14f697761cf41bcc42c0f5707c1..50cef2afd74ef21b208e0ef8ffbcbecf8b58af2e 100644
GIT binary patch
delta 149
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delta 395
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diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
index 72f2286da7d39986e9a8e55b667201d326350ed8..1b88cbf23eb110d6840a49179bc18a92f6a1a353 100644
GIT binary patch
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diff --git a/docs/build/doctrees/start/index.doctree b/docs/build/doctrees/start/index.doctree
index 0c9cdbd9b12c4086cd7cc28c40de9cf5c9e8b21e..7456ffcbe62f6a05856781ca604bb9f9a7802835 100644
GIT binary patch
delta 286
zcmbPYJH?u{fpu!9>_*l`p?XWtyyB9?oE(LKNN;aHg``S_(&Eg#bcKS<0)<S7l$8}1
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lLptNg<cAz;lkEk0Cd-Kk=?Efu1LAC${g^VFkBOY)1OQexW>EkD

delta 530
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Djf=(E

diff --git a/docs/build/doctrees/user/index.doctree b/docs/build/doctrees/user/index.doctree
index 511d50739fce75b3bdc4311ecaf3204e68025adc..fa6744ec7dd6ed6bc278469ac8129c0ebb1c0d9b 100644
GIT binary patch
delta 2487
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delta 4636
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diff --git a/docs/build/html/Reference/index.html b/docs/build/html/Reference/index.html
index 0972818..01488c3 100644
--- a/docs/build/html/Reference/index.html
+++ b/docs/build/html/Reference/index.html
@@ -23,7 +23,7 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="build_multi_parameters" href="build_multi_parameters/index.html" />
-    <link rel="prev" title="Getting Started" href="../user/index.html" /> 
+    <link rel="prev" title="User Guide" href="../user/index.html" /> 
 </head>
 
 <body class="wy-body-for-nav"> 
@@ -115,7 +115,7 @@
            </div>
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
-        <a href="../user/index.html" class="btn btn-neutral float-left" title="Getting Started" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
+        <a href="../user/index.html" class="btn btn-neutral float-left" title="User Guide" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
         <a href="build_multi_parameters/index.html" class="btn btn-neutral float-right" title="build_multi_parameters" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
diff --git a/docs/build/html/Reference/pipeline/index.html b/docs/build/html/Reference/pipeline/index.html
index eaddee6..01911de 100644
--- a/docs/build/html/Reference/pipeline/index.html
+++ b/docs/build/html/Reference/pipeline/index.html
@@ -121,7 +121,7 @@
 <dd class="field-odd"><p><strong>name</strong> (<em>str</em>) – the name of the pipeline</p>
 </dd>
 </dl>
-<p class="rubric">Examples</p>
+<p class="rubric">Example</p>
 <p>pipeline1 = Pipeline(‘measured/capa1/raw’)</p>
 <p>pipeline1.attrs[‘variable’] = ‘voltage’</p>
 <p>pipeline1.attrs[‘units’] = ‘volts’</p>
@@ -138,7 +138,8 @@
 </dd>
 <dt class="field-even">Raises</dt>
 <dd class="field-even"><ul class="simple">
-<li><p><strong>TypeError</strong> – raised when the element is not the type of Instrument or Dataset</p></li>
+<li><p><strong>TypeError</strong> – raised when the element is not the type of Instrument
+or Dataset</p></li>
 <li><p><strong>AssertionError</strong> – raised when list_obj is not a list or it is empty</p></li>
 </ul>
 </dd>
diff --git a/docs/build/html/_sources/Reference/build_multi_parameters/index.rst.txt b/docs/build/html/_sources/Reference/build_multi_parameters/index.rst.txt
index 1bc4dc5..f4e4b92 100644
--- a/docs/build/html/_sources/Reference/build_multi_parameters/index.rst.txt
+++ b/docs/build/html/_sources/Reference/build_multi_parameters/index.rst.txt
@@ -28,7 +28,7 @@ Functions
        their attributes as key value pairs
 
    Format of dic
-   ------------
+   --------------
    {
        "list_of_parameters":[
            {
diff --git a/docs/build/html/_sources/Reference/pipeline/index.rst.txt b/docs/build/html/_sources/Reference/pipeline/index.rst.txt
index 31ba235..cc96ea2 100644
--- a/docs/build/html/_sources/Reference/pipeline/index.rst.txt
+++ b/docs/build/html/_sources/Reference/pipeline/index.rst.txt
@@ -30,7 +30,7 @@ Classes
    :param name: the name of the pipeline
    :type name: str
 
-   .. rubric:: Examples
+   .. rubric:: Example
 
    pipeline1 = Pipeline('measured/capa1/raw')
 
@@ -40,11 +40,11 @@ Classes
 
    pipeline1.attrs['origin'] = 'this'
 
+
    pipeline.add([dataset1, dataset2])
 
    pipeline.add([instrument1, insturment2])
 
-
    .. py:method:: add(self, list_obj)
 
       add (multi) dataset(s) and instrument(s) into model
@@ -52,7 +52,8 @@ Classes
       :param list_obj: a list of Instrument or Dataset object(s)
       :type list_obj: List[Instrument  |  Dataset]
 
-      :raises TypeError: raised when the element is not the type of Instrument or Dataset
+      :raises TypeError: raised when the element is not the type of Instrument
+          or Dataset
       :raises AssertionError: raised when list_obj is not a list or it is empty
 
 
diff --git a/docs/build/html/_sources/Reference/storage/index.rst.txt b/docs/build/html/_sources/Reference/storage/index.rst.txt
index 04b04a0..508448c 100644
--- a/docs/build/html/_sources/Reference/storage/index.rst.txt
+++ b/docs/build/html/_sources/Reference/storage/index.rst.txt
@@ -141,7 +141,7 @@ Classes
       Add a flat Dictionary of key values as a set of attributes.
 
       Parameters:
-      -----------
+      ------------
       dict : str
           The Dictionary consists of Key Value pairs
           with the keys being the names of the attribute
@@ -153,7 +153,7 @@ Classes
       encode anything as a string
 
       Parameters:
-      ----------
+      -----------
       object: Any
           an object which can be an instance of any class
 
diff --git a/docs/build/html/_sources/start/index.rst.txt b/docs/build/html/_sources/start/index.rst.txt
index e6719ff..f5cd3e3 100644
--- a/docs/build/html/_sources/start/index.rst.txt
+++ b/docs/build/html/_sources/start/index.rst.txt
@@ -14,8 +14,7 @@ At the same time, it should be noted that the writing and tutorials of this tool
 
 
 
-4. Install the corresponding third-party library dependencies::
+4. Install PYKKN by using pip install::
 
-    conda install numpy h5py pandas
-    conda install -c conda-forge py-opencv
+    pip install pykkn
 
diff --git a/docs/build/html/_sources/user/index.rst.txt b/docs/build/html/_sources/user/index.rst.txt
index cd68b72..de10485 100644
--- a/docs/build/html/_sources/user/index.rst.txt
+++ b/docs/build/html/_sources/user/index.rst.txt
@@ -1,4 +1,4 @@
-Getting Started
+User Guide
 *****************
 
 .. Start of excample project
@@ -13,12 +13,14 @@ Setup
 Let's start with a short example of how to use Pykraken (PYKKN). 
 First, you need to implement the following lines of code. This is mandatory for every PYKKN project you are dealing with::
 
-    from instrument import Instrument
-    from model import Model
-    from parameter import Parameter
-    from dataset import Dataset
-    from pipeline import Pipeline
-    from run import Run
+    from pykkn.dataset import Dataset
+    from pykkn.dataset_image import Dataset_Image
+    from pykkn.dataset_video import Dataset_Video
+    from pykkn.instrument import Instrument
+    from pykkn.model import Model
+    from pykkn.parameter import Parameter
+    from pykkn.pipeline import Pipeline
+    from pykkn.run import Run
 
 In this case, we also import Numpy as a widely used library in Python::
 
@@ -364,61 +366,6 @@ add the timestamp as metadata::
     datasetVideo1.attrs['timestamp'] = '2022-06-13 11:22:11'
 
 
-***********************
-Dataset key value pair
-***********************
-
-
-
-.. end of the explanation of the dataset modules
-
-
-.. start of the explanation of the modules to specify sensor characterisitcs
-
-=========================================
-Modules to specify sensor characteristics
-=========================================
-
-If you collected your data through a 
-
-**********
-Parameter
-**********
-
-******
-Model
-******
-
-**********
-Instrument
-**********
-
-.. end of the explanation of the modules to specify sensor characterisitcs
-
-
-.. start of the explanation of the modules to structure the data
-
-==========================================
-Modules to structure data in the hdf5 file
-==========================================
-
-*********
-Pipeline
-*********
-
-****
-Run
-****
-
-.. end of the explanation of the modules to structure the data
-
-
-
-
-
-
-
-
 .. |br| raw:: html
 
     <br>
\ No newline at end of file
diff --git a/docs/build/html/objects.inv b/docs/build/html/objects.inv
index 60c4af5..56e2054 100644
--- a/docs/build/html/objects.inv
+++ b/docs/build/html/objects.inv
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diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index c6ff08a..0749202 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
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diff --git a/docs/build/html/start/index.html b/docs/build/html/start/index.html
index 9a3a75e..f433d9e 100644
--- a/docs/build/html/start/index.html
+++ b/docs/build/html/start/index.html
@@ -22,7 +22,7 @@
     <script src="../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Getting Started" href="../user/index.html" />
+    <link rel="next" title="User Guide" href="../user/index.html" />
     <link rel="prev" title="Welcome to PYKKN’s documentation!" href="../index.html" /> 
 </head>
 
@@ -85,9 +85,8 @@ At the same time, it should be noted that the writing and tutorials of this tool
 </pre></div>
 </div>
 </li>
-<li><p>Install the corresponding third-party library dependencies:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">conda</span> <span class="n">install</span> <span class="n">numpy</span> <span class="n">h5py</span> <span class="n">pandas</span>
-<span class="n">conda</span> <span class="n">install</span> <span class="o">-</span><span class="n">c</span> <span class="n">conda</span><span class="o">-</span><span class="n">forge</span> <span class="n">py</span><span class="o">-</span><span class="n">opencv</span>
+<li><p>Install PYKKN by using pip install:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="n">pykkn</span>
 </pre></div>
 </div>
 </li>
@@ -99,7 +98,7 @@ At the same time, it should be noted that the writing and tutorials of this tool
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
         <a href="../index.html" class="btn btn-neutral float-left" title="Welcome to PYKKN’s documentation!" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="../user/index.html" class="btn btn-neutral float-right" title="Getting Started" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="../user/index.html" class="btn btn-neutral float-right" title="User Guide" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
   <hr/>
diff --git a/docs/build/html/user/index.html b/docs/build/html/user/index.html
index 0451446..ba8427f 100644
--- a/docs/build/html/user/index.html
+++ b/docs/build/html/user/index.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Getting Started &mdash; PYKKN 0.1 documentation</title>
+  <title>User Guide &mdash; PYKKN 0.1 documentation</title>
       <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
       <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
       <link rel="stylesheet" href="../_static/graphviz.css" type="text/css" />
@@ -70,18 +70,6 @@
 <li class="toctree-l3"><a class="reference internal" href="#dataset-module">Dataset module</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#dataset-image">Dataset image</a></li>
 <li class="toctree-l3"><a class="reference internal" href="#dataset-video">Dataset video</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#dataset-key-value-pair">Dataset key value pair</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="#modules-to-specify-sensor-characteristics">Modules to specify sensor characteristics</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#parameter">Parameter</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#model">Model</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#instrument">Instrument</a></li>
-</ul>
-</li>
-<li class="toctree-l2"><a class="reference internal" href="#modules-to-structure-data-in-the-hdf5-file">Modules to structure data in the hdf5 file</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="#pipeline">Pipeline</a></li>
-<li class="toctree-l3"><a class="reference internal" href="#run">Run</a></li>
 </ul>
 </li>
 </ul>
@@ -103,7 +91,7 @@
           <div role="navigation" aria-label="Page navigation">
   <ul class="wy-breadcrumbs">
       <li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
-      <li>Getting Started</li>
+      <li>User Guide</li>
       <li class="wy-breadcrumbs-aside">
             <a href="../_sources/user/index.rst.txt" rel="nofollow"> View page source</a>
       </li>
@@ -113,20 +101,22 @@
           <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
            <div itemprop="articleBody">
              
-  <section id="getting-started">
-<h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline"></a></h1>
+  <section id="user-guide">
+<h1>User Guide<a class="headerlink" href="#user-guide" title="Permalink to this headline"></a></h1>
 <section id="example-project-first-steps">
 <h2>Example project first steps<a class="headerlink" href="#example-project-first-steps" title="Permalink to this headline"></a></h2>
 <section id="setup">
 <h3>Setup<a class="headerlink" href="#setup" title="Permalink to this headline"></a></h3>
 <p>Let’s start with a short example of how to use Pykraken (PYKKN).
 First, you need to implement the following lines of code. This is mandatory for every PYKKN project you are dealing with:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">instrument</span> <span class="kn">import</span> <span class="n">Instrument</span>
-<span class="kn">from</span> <span class="nn">model</span> <span class="kn">import</span> <span class="n">Model</span>
-<span class="kn">from</span> <span class="nn">parameter</span> <span class="kn">import</span> <span class="n">Parameter</span>
-<span class="kn">from</span> <span class="nn">dataset</span> <span class="kn">import</span> <span class="n">Dataset</span>
-<span class="kn">from</span> <span class="nn">pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
-<span class="kn">from</span> <span class="nn">run</span> <span class="kn">import</span> <span class="n">Run</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pykkn.dataset</span> <span class="kn">import</span> <span class="n">Dataset</span>
+<span class="kn">from</span> <span class="nn">pykkn.dataset_image</span> <span class="kn">import</span> <span class="n">Dataset_Image</span>
+<span class="kn">from</span> <span class="nn">pykkn.dataset_video</span> <span class="kn">import</span> <span class="n">Dataset_Video</span>
+<span class="kn">from</span> <span class="nn">pykkn.instrument</span> <span class="kn">import</span> <span class="n">Instrument</span>
+<span class="kn">from</span> <span class="nn">pykkn.model</span> <span class="kn">import</span> <span class="n">Model</span>
+<span class="kn">from</span> <span class="nn">pykkn.parameter</span> <span class="kn">import</span> <span class="n">Parameter</span>
+<span class="kn">from</span> <span class="nn">pykkn.pipeline</span> <span class="kn">import</span> <span class="n">Pipeline</span>
+<span class="kn">from</span> <span class="nn">pykkn.run</span> <span class="kn">import</span> <span class="n">Run</span>
 </pre></div>
 </div>
 <p>In this case, we also import Numpy as a widely used library in Python:</p>
@@ -542,31 +532,6 @@ add the timestamp as metadata:</p>
 </pre></div>
 </div>
 </section>
-<section id="dataset-key-value-pair">
-<h3>Dataset key value pair<a class="headerlink" href="#dataset-key-value-pair" title="Permalink to this headline"></a></h3>
-</section>
-</section>
-<section id="modules-to-specify-sensor-characteristics">
-<h2>Modules to specify sensor characteristics<a class="headerlink" href="#modules-to-specify-sensor-characteristics" title="Permalink to this headline"></a></h2>
-<p>If you collected your data through a</p>
-<section id="parameter">
-<h3>Parameter<a class="headerlink" href="#parameter" title="Permalink to this headline"></a></h3>
-</section>
-<section id="model">
-<h3>Model<a class="headerlink" href="#model" title="Permalink to this headline"></a></h3>
-</section>
-<section id="instrument">
-<h3>Instrument<a class="headerlink" href="#instrument" title="Permalink to this headline"></a></h3>
-</section>
-</section>
-<section id="modules-to-structure-data-in-the-hdf5-file">
-<h2>Modules to structure data in the hdf5 file<a class="headerlink" href="#modules-to-structure-data-in-the-hdf5-file" title="Permalink to this headline"></a></h2>
-<section id="pipeline">
-<h3>Pipeline<a class="headerlink" href="#pipeline" title="Permalink to this headline"></a></h3>
-</section>
-<section id="run">
-<h3>Run<a class="headerlink" href="#run" title="Permalink to this headline"></a></h3>
-</section>
 </section>
 </section>
 
diff --git a/docs/source/start/index.rst b/docs/source/start/index.rst
index e6719ff..f5cd3e3 100644
--- a/docs/source/start/index.rst
+++ b/docs/source/start/index.rst
@@ -14,8 +14,7 @@ At the same time, it should be noted that the writing and tutorials of this tool
 
 
 
-4. Install the corresponding third-party library dependencies::
+4. Install PYKKN by using pip install::
 
-    conda install numpy h5py pandas
-    conda install -c conda-forge py-opencv
+    pip install pykkn
 
diff --git a/docs/source/user/index.rst b/docs/source/user/index.rst
index cd68b72..de10485 100644
--- a/docs/source/user/index.rst
+++ b/docs/source/user/index.rst
@@ -1,4 +1,4 @@
-Getting Started
+User Guide
 *****************
 
 .. Start of excample project
@@ -13,12 +13,14 @@ Setup
 Let's start with a short example of how to use Pykraken (PYKKN). 
 First, you need to implement the following lines of code. This is mandatory for every PYKKN project you are dealing with::
 
-    from instrument import Instrument
-    from model import Model
-    from parameter import Parameter
-    from dataset import Dataset
-    from pipeline import Pipeline
-    from run import Run
+    from pykkn.dataset import Dataset
+    from pykkn.dataset_image import Dataset_Image
+    from pykkn.dataset_video import Dataset_Video
+    from pykkn.instrument import Instrument
+    from pykkn.model import Model
+    from pykkn.parameter import Parameter
+    from pykkn.pipeline import Pipeline
+    from pykkn.run import Run
 
 In this case, we also import Numpy as a widely used library in Python::
 
@@ -364,61 +366,6 @@ add the timestamp as metadata::
     datasetVideo1.attrs['timestamp'] = '2022-06-13 11:22:11'
 
 
-***********************
-Dataset key value pair
-***********************
-
-
-
-.. end of the explanation of the dataset modules
-
-
-.. start of the explanation of the modules to specify sensor characterisitcs
-
-=========================================
-Modules to specify sensor characteristics
-=========================================
-
-If you collected your data through a 
-
-**********
-Parameter
-**********
-
-******
-Model
-******
-
-**********
-Instrument
-**********
-
-.. end of the explanation of the modules to specify sensor characterisitcs
-
-
-.. start of the explanation of the modules to structure the data
-
-==========================================
-Modules to structure data in the hdf5 file
-==========================================
-
-*********
-Pipeline
-*********
-
-****
-Run
-****
-
-.. end of the explanation of the modules to structure the data
-
-
-
-
-
-
-
-
 .. |br| raw:: html
 
     <br>
\ No newline at end of file
diff --git a/pykkn/build_multi_parameters.py b/pykkn/build_multi_parameters.py
index b124a70..602b527 100644
--- a/pykkn/build_multi_parameters.py
+++ b/pykkn/build_multi_parameters.py
@@ -11,7 +11,7 @@ def build_multi_parameters(dic: dict) -> list:
         their attributes as key value pairs
 
     Format of dic
-    ------------
+    --------------
     {
         "list_of_parameters":[
             {
diff --git a/pykkn/storage.py b/pykkn/storage.py
index 1494b7e..cadeedd 100644
--- a/pykkn/storage.py
+++ b/pykkn/storage.py
@@ -14,7 +14,7 @@ class Storage:
     and store function to generate an HDF5 file
 
     Parameters
-    ----------
+    -----------
     name : str
         the name of the instant
     """
@@ -33,7 +33,7 @@ class Storage:
         please always use "/" in path string instead of "\"
 
         Parameters
-        ----------
+        -----------
         path : str
             the storage path you want to store the result file,
             have to end with .h5
@@ -47,7 +47,7 @@ class Storage:
         '''sub-method of store() for HDF5 output
 
         Parameters
-        ----------
+        -----------
         root : h5py.File, optional
             the root of file object
         '''
@@ -107,7 +107,7 @@ class Storage:
         '''sub-method of store() for JSON output
 
         Parameters
-        ----------
+        -----------
         root : dict, optional
             the root of dict object
         '''
@@ -186,7 +186,7 @@ class Storage:
         '''store the pykkn structure into HDF5 or JSON
 
         Parameters
-        ----------
+        -----------
         format : str, optional
            the target format, by default is HDF5, can be specified as json
         root : h5py.File or dict, optional
@@ -299,7 +299,7 @@ class Storage:
         """Add a flat Dictionary of key values as a set of attributes.
 
         Parameters:
-        -----------
+        ------------
         dict : str
             The Dictionary consists of Key Value pairs
             with the keys being the names of the attribute
@@ -312,7 +312,7 @@ class Storage:
         """encode anything as a string
 
         Parameters:
-        ----------
+        -----------
         object: Any
             an object which can be an instance of any class
 
-- 
GitLab