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Station info

+

Choose a station:

+ + 

+    
+    
+
+
+Python example
+--------------
+
+In this example we will use several standard Python libraries and the
+popular plotting library `matplotlib `_ (pylab).
+We start by importing the required libraries, one to get data from the
+urls, one to make working with dates easy and the plotting library. Then
+define the start values and perpare two empty lists in which the data
+can be placed. Then a while loop is used to loop over all days between
+datum and end_datum, reading each corresponding url. Finally a plot is
+made, setting the dates against their values.
+
+Start Python and type (or copy/paste without the :code:`>>>`) the
+following lines of code:
+
+.. code-block:: python
+
+    >>> from urllib.request import urlopen
+    >>> from datetime import date, timedelta
+    >>> from pylab import plot, show
+    >>> id = 501
+    >>> datum = date(2010, 10, 1)
+    >>> end_datum = date(2011, 2, 1)
+    >>> base = 'https://data.hisparc.nl/api/station/%d/num_events/%d/%d/%d'
+    >>> events = []
+    >>> dates = []
+    >>> while datum < end_datum:
+    ...     url = urlopen(base % (id, datum.year, datum.month, datum.day))
+    ...     events.append(url.read())
+    ...     dates.append(datum)
+    ...     datum += timedelta(days=1)
+    ...
+    >>> step(dates, events)
+    >>> show()
+
+
+SAPPHiRE
+^^^^^^^^
+
+The HiSPARC Python framework SAPPHiRE includes an API module. This module
+simplifies access to the API. See the SAPPHiRE documentation for more
+information:
+`https://docs.hisparc.nl/sapphire/ `_.
diff --git a/_sources/api_views.rst.txt b/_sources/api_views.rst.txt
new file mode 100644
index 000000000..6d9c8cdde
--- /dev/null
+++ b/_sources/api_views.rst.txt
@@ -0,0 +1,11 @@
+API Views Reference
+===================
+
+.. automodule:: publicdb.api.views
+   :members:
+   :undoc-members:
+
+
+Contents:
+
+.. toctree::
diff --git a/_sources/data_access.rst.txt b/_sources/data_access.rst.txt
new file mode 100644
index 000000000..83cccaeb4
--- /dev/null
+++ b/_sources/data_access.rst.txt
@@ -0,0 +1,105 @@
+.. include:: subst.inc
+
+Data access
+===========
+
+There are several ways in which the |hisparc| data can be accessed:
+
+- Via the Public database `download forms
+  `_.
+- Via Python using the |sapphire| framework (see `SAPPHiRE Tutorial
+  `_).
+- Via the `jSparc `_ web applications.
+
+To access metadata, like a list of all stations or information about a
+specific station see the :doc:`api_tutorial`.
+
+
+Download form
+-------------
+
+When looking at the data page for a station (i.e. `Kaj Munk College
+`_), you will see a 'Download
+event summary data' link on the right. When this link is clicked you
+will be taken to the `Data download form
+`_. On this page you can select
+the station, the start and end date for which you want to download the
+data. There is also an option to download weather data instead of events,
+however, not all stations gather weather data.
+
+When you click the Submit button without checking the checkbox to
+Download, the data should (Firefox always downloads the data) show up in
+your browser window. If you check the Download box the data will be
+downloaded to your PC as a csv file.
+
+This csv file can be read by many programs, including Excel. Use the
+Import option in Excel to make it recognize tabs as delimiter between
+columns.
+
+
+Downloading via Python
+----------------------
+
+.. note::
+
+    An easy to use module has been added to |sapphire| to download
+    data from the ESD. The following is an old (but working) example.
+
+This is an example of how to download the data from the Public database
+in Python. In this example we will download 1 hour of data for station
+202 on July 2, 2013.
+
+First load the required libraries (requires the numpy package).
+
+.. code-block:: python
+
+    >>> from datetime import datetime
+    >>> from urllib import urlencode
+    >>> from urllib.request import urlopen
+    >>> from StringIO import StringIO
+    >>> from numpy import genfromtxt
+
+Then define the url and place the start and end datetime in the query.
+To download weather data instead, replace 'events' by 'weather' in
+the url (and choose a station that has weather data, e.g. 3 or 501).
+
+.. note::
+
+    Do not pass the query to the urlopen 'data' argument because that
+    changes the request into a *POST* request, but you need a *GET*
+    request.
+
+.. code-block:: python
+
+    >>> url = 'https://data.hisparc.nl/data/202/events'
+    >>> start = str(datetime(2013, 7, 2, 11, 0))
+    >>> end = str(datetime(2013, 7, 2, 12, 0))
+    >>> query = urlencode({'download': False, 'start': start,'end': end})
+    >>> full_url = url + '?' + query
+
+Download the data and store it in a variable
+
+.. code-block:: python
+
+    >>> data = urlopen(full_url).read()
+
+Now use numpy to convert the data from csv to a numpy array.
+
+.. code-block:: python
+
+    >>> format = [('date', 'datetime64[D]'), ('time', '|S8'),
+                  ('timestamp', 'uint32'), ('nanoseconds', 'uint32'),
+                  ('pulseheights', '4int16'), ('integrals', '4int32'),
+                  ('n1', 'float32'), ('n2', 'float32'),
+                  ('n3', 'float32'), ('n4', 'float32'),
+                  ('t1', 'float32'), ('t2', 'float32'),
+                  ('t3', 'float32'), ('t4', 'float32'),
+                  ('t_trigger', 'float32'),
+                  ('zenith', 'int16'), ('azimuth', 'int16')]
+    >>> a = genfromtxt(StringIO(data), delimiter="\t", dtype=format)
+    >>> print(a[0])
+    (datetime.date(2013, 7, 2), '11:00:02', 1372762802L, 466307811L,
+     [78, 798, -1, -1], [535, 10882, -1, -1],
+     0.14720000326633453, 3.854599952697754, -1.0, -1.0,
+     345.0, 12.5, -1.0, -1.0, 345.0, -999, -999)
diff --git a/_sources/hisparc_maps.rst.txt b/_sources/hisparc_maps.rst.txt
new file mode 100644
index 000000000..8c7d5b44c
--- /dev/null
+++ b/_sources/hisparc_maps.rst.txt
@@ -0,0 +1,110 @@
+.. include:: subst.inc
+
+HiSPARC maps
+============
+
+Each |hisparc| station is equipped with a GPS antenne. This GPS is used
+to for time synchronization between stations and to determine the exact
+location of each station. All these locations are stored in our
+database. The GPS positions can be found on the data pages of stations,
+via the API (:doc:`api`) and in the raw data.
+
+
+Map
+---
+
+Using the `Leafet `_ library with `CARTO
+`_ maps tiles (based on `OpenStreetMap
+`_ data) we are able to visualize the
+detector network by showing the locations of the stations on a map.
+
+Here is an overview of the network: `Stations on map
+`_
+
+
+Station info
+^^^^^^^^^^^^
+
+When you click on a station marker a popup will show information about
+that station, its name and cluster. If the station has data the name of
+the station will be a link to its data page.
+
+
+Status
+^^^^^^
+
+The stations on the map can have one of 4 colors to indicate the current
+status of that station.
+
+- Green: when a station is operating properly
+- Yellow: it is responding to the server but has a problem
+- Red: it is completely unresponsive (offline)
+- Gray: it is is no longer active or the status can't be determined.
+
+
+Embedding
+---------
+
+On several public database pages a map is embedded to show the station
+location or provide an overview of multiple stations. Moreover, maps are
+also used on our main website to give an overview of the station
+organization and clustering (e.g. `Bristol
+`_, `Science
+Park
+`_
+). This is accomplished by placing an iframe on those pages that
+shows another page which only has the map as its content. Example code:
+
+.. code-block:: html
+
+    
+
+Result:
+
+.. raw:: html
+
+    

+      
+    

+
+
+Syntax
+^^^^^^
+
+To show a map of a specific region or location, use the syntax explained
+here. First start with the base url::
+
+    https://data.hisparc.nl/maps/
+
+When no extra options are given the page zooms and positions the map
+such that all stations fit in the window. But you can also focus on a
+specific region or station. Several levels of regions are possible::
+
+    https://data.hisparc.nl/maps/[Country]/[Cluster]/[Subcluster]/
+    https://data.hisparc.nl/maps/[Station number]/
+
+An overview of countries, clusters and subclusters can be found on
+https://data.hisparc.nl/ . First you can choose to focus on a Country:
+
+- https://data.hisparc.nl/maps/Netherlands/
+- https://data.hisparc.nl/maps/Denmark/
+
+Then focus more closely on a cluster, note that you also need to give
+the country:
+
+- https://data.hisparc.nl/maps/Netherlands/Enschede/
+- https://data.hisparc.nl/maps/Netherlands/Utrecht/
+- https://data.hisparc.nl/maps/United%20Kingdom/Bristol/
+
+And to focus on a subcluster, also specifying the country and cluster:
+
+- https://data.hisparc.nl/maps/Netherlands/Amsterdam/Zaanstad/
+- https://data.hisparc.nl/maps/Netherlands/Enschede/Enschede/
+
+Finally you can also focus on one specific station by simply giving its
+station number:
+
+- https://data.hisparc.nl/maps/8005/
+- https://data.hisparc.nl/maps/8103/
diff --git a/_sources/index.rst.txt b/_sources/index.rst.txt
new file mode 100644
index 000000000..7cd87648d
--- /dev/null
+++ b/_sources/index.rst.txt
@@ -0,0 +1,26 @@
+Public Database documentation!
+==============================
+
+The HiSPARC Public Database is the interface through which everyone can access
+the data and our station administration is done.
+
+Contents:
+
+.. toctree::
+   :maxdepth: 2
+
+   data_access
+   api_tutorial
+   hisparc_maps
+   station_layout
+   api
+   status_display
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
+
diff --git a/_sources/station_layout.rst.txt b/_sources/station_layout.rst.txt
new file mode 100644
index 000000000..441bb23d6
--- /dev/null
+++ b/_sources/station_layout.rst.txt
@@ -0,0 +1,63 @@
+.. include:: subst.inc
+
+HiSPARC station layout
+======================
+
+Each |hisparc| station has a GPS antenne and either 2 or 4 scintillator
+detectors. This GPS is used to determine the exact location of the
+station. However, the GPS is often not at the center of the station,
+moreover, not all stations are oriented the same way, and the distances
+between detector may differ. For reconstruction of the measured data it
+is important to know the location of each detector, this section
+explains how the location of the detectors can be measured and
+communicated to us.
+
+
+Compass coordinates
+-------------------
+
+The coordinate system we have chosen for describing the position of
+detectors is illustrated in the following figure.
+
+.. image:: images/coordinate_system.png
+   :width: 313px
+
+For each detector 3 (or 4) coordinates need to be determined:
+
+- First the distance (:code:`r`) from the GPS to the center of the
+  scintillator (in meters).
+- Next the alpha angle (:code:`α`) which is the clock-wise turning angle
+  between North and the detector as seen from the GPS (in degrees).
+- A height (:code:`z`) coordinate can be measured if there is a
+  significant altitude difference between the GPS antenna and the
+  detectors, or if the detectors are not at the same height. Up is
+  positive (in meters).
+- The rotation of the detector is described by the beta angle
+  (:code:`β`), which is the clock-wise turning rotation of the long side
+  of the detector relative to North (in degrees).
+
+For more information about the coordinate systems used in HiSPARC see:
+`Coordinate systems and units in HiSPARC
+`_.
+
+For Dutch schools we have an assignment sheet in the infopakket which
+walks students through the process of measuring the station layout:
+`De stationsplattegrond
+`_.
+
+
+Submitting the measurements
+---------------------------
+
+New layouts can be submitted via the `layout submit form
+`_. A verification e-mail will be sent
+to the submitter. The submitted measurements will be reviewed before they are
+made available on the website and via the API.
+
+
+Accessing the data
+------------------
+
+The detector coordinates can be accessed via the :doc:`API `.
+These can, for example, be used when analysing data or when making a schematic
+drawing of the station layout.
diff --git a/_sources/status_display.rst.txt b/_sources/status_display.rst.txt
new file mode 100644
index 000000000..36a72f40d
--- /dev/null
+++ b/_sources/status_display.rst.txt
@@ -0,0 +1,13 @@
+Status Display Reference
+========================
+
+.. automodule:: publicdb.status_display
+   :members:
+   :undoc-members:
+
+
+Contents:
+
+.. toctree::
+
+   status_display_views
diff --git a/_sources/status_display_views.rst.txt b/_sources/status_display_views.rst.txt
new file mode 100644
index 000000000..aac40fa8b
--- /dev/null
+++ b/_sources/status_display_views.rst.txt
@@ -0,0 +1,11 @@
+Status Display Views Reference
+==============================
+
+.. automodule:: publicdb.status_display.views
+   :members:
+   :undoc-members:
+
+
+Contents:
+
+.. toctree::
diff --git a/_static/basic.css b/_static/basic.css
new file mode 100644
index 000000000..30fee9d0f
--- /dev/null
+++ b/_static/basic.css
@@ -0,0 +1,925 @@
+/*
+ * basic.css
+ * ~~~~~~~~~
+ *
+ * Sphinx stylesheet -- basic theme.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+/* -- main layout ----------------------------------------------------------- */
+
+div.clearer {
+    clear: both;
+}
+
+div.section::after {
+    display: block;
+    content: '';
+    clear: left;
+}
+
+/* -- relbar ---------------------------------------------------------------- */
+
+div.related {
+    width: 100%;
+    font-size: 90%;
+}
+
+div.related h3 {
+    display: none;
+}
+
+div.related ul {
+    margin: 0;
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+
+div.related li {
+    display: inline;
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+
+div.related li.right {
+    float: right;
+    margin-right: 5px;
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+
+/* -- sidebar --------------------------------------------------------------- */
+
+div.sphinxsidebarwrapper {
+    padding: 10px 5px 0 10px;
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+
+div.sphinxsidebar {
+    float: left;
+    width: 230px;
+    margin-left: -100%;
+    font-size: 90%;
+    word-wrap: break-word;
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+
+div.sphinxsidebar ul {
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+div.sphinxsidebar ul ul,
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+div.sphinxsidebar form {
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+
+div.sphinxsidebar input {
+    border: 1px solid #98dbcc;
+    font-family: sans-serif;
+    font-size: 1em;
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+
+div.sphinxsidebar #searchbox form.search {
+    overflow: hidden;
+}
+
+div.sphinxsidebar #searchbox input[type="text"] {
+    float: left;
+    width: 80%;
+    padding: 0.25em;
+    box-sizing: border-box;
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+
+div.sphinxsidebar #searchbox input[type="submit"] {
+    float: left;
+    width: 20%;
+    border-left: none;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+
+img {
+    border: 0;
+    max-width: 100%;
+}
+
+/* -- search page ----------------------------------------------------------- */
+
+ul.search {
+    margin: 10px 0 0 20px;
+    padding: 0;
+}
+
+ul.search li {
+    padding: 5px 0 5px 20px;
+    background-image: url(file.png);
+    background-repeat: no-repeat;
+    background-position: 0 7px;
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+
+ul.search li a {
+    font-weight: bold;
+}
+
+ul.search li p.context {
+    color: #888;
+    margin: 2px 0 0 30px;
+    text-align: left;
+}
+
+ul.keywordmatches li.goodmatch a {
+    font-weight: bold;
+}
+
+/* -- index page ------------------------------------------------------------ */
+
+table.contentstable {
+    width: 90%;
+    margin-left: auto;
+    margin-right: auto;
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+
+table.contentstable p.biglink {
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+
+span.linkdescr {
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+    padding-top: 5px;
+    font-size: 90%;
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+
+/* -- general index --------------------------------------------------------- */
+
+table.indextable {
+    width: 100%;
+}
+
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+    text-align: left;
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+
+img.toggler {
+    margin-right: 3px;
+    margin-top: 3px;
+    cursor: pointer;
+}
+
+div.modindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+div.genindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+/* -- domain module index --------------------------------------------------- */
+
+table.modindextable td {
+    padding: 2px;
+    border-collapse: collapse;
+}
+
+/* -- general body styles --------------------------------------------------- */
+
+div.body {
+    min-width: 360px;
+    max-width: 800px;
+}
+
+div.body p, div.body dd, div.body li, div.body blockquote {
+    -moz-hyphens: auto;
+    -ms-hyphens: auto;
+    -webkit-hyphens: auto;
+    hyphens: auto;
+}
+
+a.headerlink {
+    visibility: hidden;
+}
+
+a:visited {
+    color: #551A8B;
+}
+
+h1:hover > a.headerlink,
+h2:hover > a.headerlink,
+h3:hover > a.headerlink,
+h4:hover > a.headerlink,
+h5:hover > a.headerlink,
+h6:hover > a.headerlink,
+dt:hover > a.headerlink,
+caption:hover > a.headerlink,
+p.caption:hover > a.headerlink,
+div.code-block-caption:hover > a.headerlink {
+    visibility: visible;
+}
+
+div.body p.caption {
+    text-align: inherit;
+}
+
+div.body td {
+    text-align: left;
+}
+
+.first {
+    margin-top: 0 !important;
+}
+
+p.rubric {
+    margin-top: 30px;
+    font-weight: bold;
+}
+
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
+    clear: left;
+    float: left;
+    margin-right: 1em;
+}
+
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
+    clear: right;
+    float: right;
+    margin-left: 1em;
+}
+
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+img.align-default, figure.align-default, .figure.align-default {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.align-left {
+    text-align: left;
+}
+
+.align-center {
+    text-align: center;
+}
+
+.align-default {
+    text-align: center;
+}
+
+.align-right {
+    text-align: right;
+}
+
+/* -- sidebars -------------------------------------------------------------- */
+
+div.sidebar,
+aside.sidebar {
+    margin: 0 0 0.5em 1em;
+    border: 1px solid #ddb;
+    padding: 7px;
+    background-color: #ffe;
+    width: 40%;
+    float: right;
+    clear: right;
+    overflow-x: auto;
+}
+
+p.sidebar-title {
+    font-weight: bold;
+}
+
+nav.contents,
+aside.topic,
+div.admonition, div.topic, blockquote {
+    clear: left;
+}
+
+/* -- topics ---------------------------------------------------------------- */
+
+nav.contents,
+aside.topic,
+div.topic {
+    border: 1px solid #ccc;
+    padding: 7px;
+    margin: 10px 0 10px 0;
+}
+
+p.topic-title {
+    font-size: 1.1em;
+    font-weight: bold;
+    margin-top: 10px;
+}
+
+/* -- admonitions ----------------------------------------------------------- */
+
+div.admonition {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    padding: 7px;
+}
+
+div.admonition dt {
+    font-weight: bold;
+}
+
+p.admonition-title {
+    margin: 0px 10px 5px 0px;
+    font-weight: bold;
+}
+
+div.body p.centered {
+    text-align: center;
+    margin-top: 25px;
+}
+
+/* -- content of sidebars/topics/admonitions -------------------------------- */
+
+div.sidebar > :last-child,
+aside.sidebar > :last-child,
+nav.contents > :last-child,
+aside.topic > :last-child,
+div.topic > :last-child,
+div.admonition > :last-child {
+    margin-bottom: 0;
+}
+
+div.sidebar::after,
+aside.sidebar::after,
+nav.contents::after,
+aside.topic::after,
+div.topic::after,
+div.admonition::after,
+blockquote::after {
+    display: block;
+    content: '';
+    clear: both;
+}
+
+/* -- tables ---------------------------------------------------------------- */
+
+table.docutils {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    border: 0;
+    border-collapse: collapse;
+}
+
+table.align-center {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.align-default {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table caption span.caption-number {
+    font-style: italic;
+}
+
+table caption span.caption-text {
+}
+
+table.docutils td, table.docutils th {
+    padding: 1px 8px 1px 5px;
+    border-top: 0;
+    border-left: 0;
+    border-right: 0;
+    border-bottom: 1px solid #aaa;
+}
+
+th {
+    text-align: left;
+    padding-right: 5px;
+}
+
+table.citation {
+    border-left: solid 1px gray;
+    margin-left: 1px;
+}
+
+table.citation td {
+    border-bottom: none;
+}
+
+th > :first-child,
+td > :first-child {
+    margin-top: 0px;
+}
+
+th > :last-child,
+td > :last-child {
+    margin-bottom: 0px;
+}
+
+/* -- figures --------------------------------------------------------------- */
+
+div.figure, figure {
+    margin: 0.5em;
+    padding: 0.5em;
+}
+
+div.figure p.caption, figcaption {
+    padding: 0.3em;
+}
+
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
+    font-style: italic;
+}
+
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
+}
+
+/* -- field list styles ----------------------------------------------------- */
+
+table.field-list td, table.field-list th {
+    border: 0 !important;
+}
+
+.field-list ul {
+    margin: 0;
+    padding-left: 1em;
+}
+
+.field-list p {
+    margin: 0;
+}
+
+.field-name {
+    -moz-hyphens: manual;
+    -ms-hyphens: manual;
+    -webkit-hyphens: manual;
+    hyphens: manual;
+}
+
+/* -- hlist styles ---------------------------------------------------------- */
+
+table.hlist {
+    margin: 1em 0;
+}
+
+table.hlist td {
+    vertical-align: top;
+}
+
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
+
+/* -- other body styles ----------------------------------------------------- */
+
+ol.arabic {
+    list-style: decimal;
+}
+
+ol.loweralpha {
+    list-style: lower-alpha;
+}
+
+ol.upperalpha {
+    list-style: upper-alpha;
+}
+
+ol.lowerroman {
+    list-style: lower-roman;
+}
+
+ol.upperroman {
+    list-style: upper-roman;
+}
+
+:not(li) > ol > li:first-child > :first-child,
+:not(li) > ul > li:first-child > :first-child {
+    margin-top: 0px;
+}
+
+:not(li) > ol > li:last-child > :last-child,
+:not(li) > ul > li:last-child > :last-child {
+    margin-bottom: 0px;
+}
+
+ol.simple ol p,
+ol.simple ul p,
+ul.simple ol p,
+ul.simple ul p {
+    margin-top: 0;
+}
+
+ol.simple > li:not(:first-child) > p,
+ul.simple > li:not(:first-child) > p {
+    margin-top: 0;
+}
+
+ol.simple p,
+ul.simple p {
+    margin-bottom: 0;
+}
+
+aside.footnote > span,
+div.citation > span {
+    float: left;
+}
+aside.footnote > span:last-of-type,
+div.citation > span:last-of-type {
+  padding-right: 0.5em;
+}
+aside.footnote > p {
+  margin-left: 2em;
+}
+div.citation > p {
+  margin-left: 4em;
+}
+aside.footnote > p:last-of-type,
+div.citation > p:last-of-type {
+    margin-bottom: 0em;
+}
+aside.footnote > p:last-of-type:after,
+div.citation > p:last-of-type:after {
+    content: "";
+    clear: both;
+}
+
+dl.field-list {
+    display: grid;
+    grid-template-columns: fit-content(30%) auto;
+}
+
+dl.field-list > dt {
+    font-weight: bold;
+    word-break: break-word;
+    padding-left: 0.5em;
+    padding-right: 5px;
+}
+
+dl.field-list > dd {
+    padding-left: 0.5em;
+    margin-top: 0em;
+    margin-left: 0em;
+    margin-bottom: 0em;
+}
+
+dl {
+    margin-bottom: 15px;
+}
+
+dd > :first-child {
+    margin-top: 0px;
+}
+
+dd ul, dd table {
+    margin-bottom: 10px;
+}
+
+dd {
+    margin-top: 3px;
+    margin-bottom: 10px;
+    margin-left: 30px;
+}
+
+.sig dd {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+.sig dl {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+dl > dd:last-child,
+dl > dd:last-child > :last-child {
+    margin-bottom: 0;
+}
+
+dt:target, span.highlighted {
+    background-color: #fbe54e;
+}
+
+rect.highlighted {
+    fill: #fbe54e;
+}
+
+dl.glossary dt {
+    font-weight: bold;
+    font-size: 1.1em;
+}
+
+.versionmodified {
+    font-style: italic;
+}
+
+.system-message {
+    background-color: #fda;
+    padding: 5px;
+    border: 3px solid red;
+}
+
+.footnote:target  {
+    background-color: #ffa;
+}
+
+.line-block {
+    display: block;
+    margin-top: 1em;
+    margin-bottom: 1em;
+}
+
+.line-block .line-block {
+    margin-top: 0;
+    margin-bottom: 0;
+    margin-left: 1.5em;
+}
+
+.guilabel, .menuselection {
+    font-family: sans-serif;
+}
+
+.accelerator {
+    text-decoration: underline;
+}
+
+.classifier {
+    font-style: oblique;
+}
+
+.classifier:before {
+    font-style: normal;
+    margin: 0 0.5em;
+    content: ":";
+    display: inline-block;
+}
+
+abbr, acronym {
+    border-bottom: dotted 1px;
+    cursor: help;
+}
+
+.translated {
+    background-color: rgba(207, 255, 207, 0.2)
+}
+
+.untranslated {
+    background-color: rgba(255, 207, 207, 0.2)
+}
+
+/* -- code displays --------------------------------------------------------- */
+
+pre {
+    overflow: auto;
+    overflow-y: hidden;  /* fixes display issues on Chrome browsers */
+}
+
+pre, div[class*="highlight-"] {
+    clear: both;
+}
+
+span.pre {
+    -moz-hyphens: none;
+    -ms-hyphens: none;
+    -webkit-hyphens: none;
+    hyphens: none;
+    white-space: nowrap;
+}
+
+div[class*="highlight-"] {
+    margin: 1em 0;
+}
+
+td.linenos pre {
+    border: 0;
+    background-color: transparent;
+    color: #aaa;
+}
+
+table.highlighttable {
+    display: block;
+}
+
+table.highlighttable tbody {
+    display: block;
+}
+
+table.highlighttable tr {
+    display: flex;
+}
+
+table.highlighttable td {
+    margin: 0;
+    padding: 0;
+}
+
+table.highlighttable td.linenos {
+    padding-right: 0.5em;
+}
+
+table.highlighttable td.code {
+    flex: 1;
+    overflow: hidden;
+}
+
+.highlight .hll {
+    display: block;
+}
+
+div.highlight pre,
+table.highlighttable pre {
+    margin: 0;
+}
+
+div.code-block-caption + div {
+    margin-top: 0;
+}
+
+div.code-block-caption {
+    margin-top: 1em;
+    padding: 2px 5px;
+    font-size: small;
+}
+
+div.code-block-caption code {
+    background-color: transparent;
+}
+
+table.highlighttable td.linenos,
+span.linenos,
+div.highlight span.gp {  /* gp: Generic.Prompt */
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
+}
+
+div.code-block-caption span.caption-number {
+    padding: 0.1em 0.3em;
+    font-style: italic;
+}
+
+div.code-block-caption span.caption-text {
+}
+
+div.literal-block-wrapper {
+    margin: 1em 0;
+}
+
+code.xref, a code {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
+    background-color: transparent;
+}
+
+.viewcode-link {
+    float: right;
+}
+
+.viewcode-back {
+    float: right;
+    font-family: sans-serif;
+}
+
+div.viewcode-block:target {
+    margin: -1px -10px;
+    padding: 0 10px;
+}
+
+/* -- math display ---------------------------------------------------------- */
+
+img.math {
+    vertical-align: middle;
+}
+
+div.body div.math p {
+    text-align: center;
+}
+
+span.eqno {
+    float: right;
+}
+
+span.eqno a.headerlink {
+    position: absolute;
+    z-index: 1;
+}
+
+div.math:hover a.headerlink {
+    visibility: visible;
+}
+
+/* -- printout stylesheet --------------------------------------------------- */
+
+@media print {
+    div.document,
+    div.documentwrapper,
+    div.bodywrapper {
+        margin: 0 !important;
+        width: 100%;
+    }
+
+    div.sphinxsidebar,
+    div.related,
+    div.footer,
+    #top-link {
+        display: none;
+    }
+}
\ No newline at end of file
diff --git a/_static/doctools.js b/_static/doctools.js
new file mode 100644
index 000000000..d06a71d75
--- /dev/null
+++ b/_static/doctools.js
@@ -0,0 +1,156 @@
+/*
+ * doctools.js
+ * ~~~~~~~~~~~
+ *
+ * Base JavaScript utilities for all Sphinx HTML documentation.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+"use strict";
+
+const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
+  "TEXTAREA",
+  "INPUT",
+  "SELECT",
+  "BUTTON",
+]);
+
+const _ready = (callback) => {
+  if (document.readyState !== "loading") {
+    callback();
+  } else {
+    document.addEventListener("DOMContentLoaded", callback);
+  }
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const Documentation = {
+  init: () => {
+    Documentation.initDomainIndexTable();
+    Documentation.initOnKeyListeners();
+  },
+
+  /**
+   * i18n support
+   */
+  TRANSLATIONS: {},
+  PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+  LOCALE: "unknown",
+
+  // gettext and ngettext don't access this so that the functions
+  // can safely bound to a different name (_ = Documentation.gettext)
+  gettext: (string) => {
+    const translated = Documentation.TRANSLATIONS[string];
+    switch (typeof translated) {
+      case "undefined":
+        return string; // no translation
+      case "string":
+        return translated; // translation exists
+      default:
+        return translated[0]; // (singular, plural) translation tuple exists
+    }
+  },
+
+  ngettext: (singular, plural, n) => {
+    const translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated !== "undefined")
+      return translated[Documentation.PLURAL_EXPR(n)];
+    return n === 1 ? singular : plural;
+  },
+
+  addTranslations: (catalog) => {
+    Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+    Documentation.PLURAL_EXPR = new Function(
+      "n",
+      `return (${catalog.plural_expr})`
+    );
+    Documentation.LOCALE = catalog.locale;
+  },
+
+  /**
+   * helper function to focus on search bar
+   */
+  focusSearchBar: () => {
+    document.querySelectorAll("input[name=q]")[0]?.focus();
+  },
+
+  /**
+   * Initialise the domain index toggle buttons
+   */
+  initDomainIndexTable: () => {
+    const toggler = (el) => {
+      const idNumber = el.id.substr(7);
+      const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
+      if (el.src.substr(-9) === "minus.png") {
+        el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
+        toggledRows.forEach((el) => (el.style.display = "none"));
+      } else {
+        el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
+        toggledRows.forEach((el) => (el.style.display = ""));
+      }
+    };
+
+    const togglerElements = document.querySelectorAll("img.toggler");
+    togglerElements.forEach((el) =>
+      el.addEventListener("click", (event) => toggler(event.currentTarget))
+    );
+    togglerElements.forEach((el) => (el.style.display = ""));
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
+  },
+
+  initOnKeyListeners: () => {
+    // only install a listener if it is really needed
+    if (
+      !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+      !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+    )
+      return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.altKey || event.ctrlKey || event.metaKey) return;
+
+      if (!event.shiftKey) {
+        switch (event.key) {
+          case "ArrowLeft":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const prevLink = document.querySelector('link[rel="prev"]');
+            if (prevLink && prevLink.href) {
+              window.location.href = prevLink.href;
+              event.preventDefault();
+            }
+            break;
+          case "ArrowRight":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const nextLink = document.querySelector('link[rel="next"]');
+            if (nextLink && nextLink.href) {
+              window.location.href = nextLink.href;
+              event.preventDefault();
+            }
+            break;
+        }
+      }
+
+      // some keyboard layouts may need Shift to get /
+      switch (event.key) {
+        case "/":
+          if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+          Documentation.focusSearchBar();
+          event.preventDefault();
+      }
+    });
+  },
+};
+
+// quick alias for translations
+const _ = Documentation.gettext;
+
+_ready(Documentation.init);
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
new file mode 100644
index 000000000..867e7247d
--- /dev/null
+++ b/_static/documentation_options.js
@@ -0,0 +1,13 @@
+const DOCUMENTATION_OPTIONS = {
+    VERSION: '0.4',
+    LANGUAGE: 'en',
+    COLLAPSE_INDEX: false,
+    BUILDER: 'html',
+    FILE_SUFFIX: '.html',
+    LINK_SUFFIX: '.html',
+    HAS_SOURCE: true,
+    SOURCELINK_SUFFIX: '.txt',
+    NAVIGATION_WITH_KEYS: false,
+    SHOW_SEARCH_SUMMARY: true,
+    ENABLE_SEARCH_SHORTCUTS: true,
+};
\ No newline at end of file
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+  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
+  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
+  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
+
+  this.stemWord = function (w) {
+    var stem;
+    var suffix;
+    var firstch;
+    var origword = w;
+
+    if (w.length < 3)
+      return w;
+
+    var re;
+    var re2;
+    var re3;
+    var re4;
+
+    firstch = w.substr(0,1);
+    if (firstch == "y")
+      w = firstch.toUpperCase() + w.substr(1);
+
+    // Step 1a
+    re = /^(.+?)(ss|i)es$/;
+    re2 = /^(.+?)([^s])s$/;
+
+    if (re.test(w))
+      w = w.replace(re,"$1$2");
+    else if (re2.test(w))
+      w = w.replace(re2,"$1$2");
+
+    // Step 1b
+    re = /^(.+?)eed$/;
+    re2 = /^(.+?)(ed|ing)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      re = new RegExp(mgr0);
+      if (re.test(fp[1])) {
+        re = /.$/;
+        w = w.replace(re,"");
+      }
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1];
+      re2 = new RegExp(s_v);
+      if (re2.test(stem)) {
+        w = stem;
+        re2 = /(at|bl|iz)$/;
+        re3 = new RegExp("([^aeiouylsz])\\1$");
+        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+        if (re2.test(w))
+          w = w + "e";
+        else if (re3.test(w)) {
+          re = /.$/;
+          w = w.replace(re,"");
+        }
+        else if (re4.test(w))
+          w = w + "e";
+      }
+    }
+
+    // Step 1c
+    re = /^(.+?)y$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(s_v);
+      if (re.test(stem))
+        w = stem + "i";
+    }
+
+    // Step 2
+    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step2list[suffix];
+    }
+
+    // Step 3
+    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step3list[suffix];
+    }
+
+    // Step 4
+    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
+    re2 = /^(.+?)(s|t)(ion)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      if (re.test(stem))
+        w = stem;
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1] + fp[2];
+      re2 = new RegExp(mgr1);
+      if (re2.test(stem))
+        w = stem;
+    }
+
+    // Step 5
+    re = /^(.+?)e$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      re2 = new RegExp(meq1);
+      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
+        w = stem;
+    }
+    re = /ll$/;
+    re2 = new RegExp(mgr1);
+    if (re.test(w) && re2.test(w)) {
+      re = /.$/;
+      w = w.replace(re,"");
+    }
+
+    // and turn initial Y back to y
+    if (firstch == "y")
+      w = firstch.toLowerCase() + w.substr(1);
+    return w;
+  }
+}
+
diff --git a/_static/minus.png b/_static/minus.png
new file mode 100644
index 0000000000000000000000000000000000000000..d96755fdaf8bb2214971e0db9c1fd3077d7c419d
GIT binary patch
literal 90
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literal 0
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diff --git a/_static/nature.css b/_static/nature.css
new file mode 100644
index 000000000..84c584afc
--- /dev/null
+++ b/_static/nature.css
@@ -0,0 +1,252 @@
+/*
+ * nature.css_t
+ * ~~~~~~~~~~~~
+ *
+ * Sphinx stylesheet -- nature theme.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+@import url("basic.css");
+
+/* -- page layout ----------------------------------------------------------- */
+
+body {
+    font-family: Arial, sans-serif;
+    font-size: 100%;
+    background-color: #fff;
+    color: #555;
+    margin: 0;
+    padding: 0;
+}
+
+div.documentwrapper {
+    float: left;
+    width: 100%;
+}
+
+div.bodywrapper {
+    margin: 0 0 0 230px;
+}
+
+hr {
+    border: 1px solid #B1B4B6;
+}
+
+div.document {
+    background-color: #eee;
+}
+
+div.body {
+    background-color: #ffffff;
+    color: #3E4349;
+    padding: 0 30px 30px 30px;
+    font-size: 0.9em;
+}
+
+div.footer {
+    color: #555;
+    width: 100%;
+    padding: 13px 0;
+    text-align: center;
+    font-size: 75%;
+}
+
+div.footer a {
+    color: #444;
+    text-decoration: underline;
+}
+
+div.related {
+    background-color: #6BA81E;
+    line-height: 32px;
+    color: #fff;
+    text-shadow: 0px 1px 0 #444;
+    font-size: 0.9em;
+}
+
+div.related a {
+    color: #E2F3CC;
+}
+
+div.sphinxsidebar {
+    font-size: 0.75em;
+    line-height: 1.5em;
+}
+
+div.sphinxsidebarwrapper{
+    padding: 20px 0;
+}
+
+div.sphinxsidebar h3,
+div.sphinxsidebar h4 {
+    font-family: Arial, sans-serif;
+    color: #222;
+    font-size: 1.2em;
+    font-weight: normal;
+    margin: 0;
+    padding: 5px 10px;
+    background-color: #ddd;
+    text-shadow: 1px 1px 0 white
+}
+
+div.sphinxsidebar h4{
+    font-size: 1.1em;
+}
+
+div.sphinxsidebar h3 a {
+    color: #444;
+}
+
+
+div.sphinxsidebar p {
+    color: #888;
+    padding: 5px 20px;
+}
+
+div.sphinxsidebar p.topless {
+}
+
+div.sphinxsidebar ul {
+    margin: 10px 20px;
+    padding: 0;
+    color: #000;
+}
+
+div.sphinxsidebar a {
+    color: #444;
+}
+
+div.sphinxsidebar input {
+    border: 1px solid #ccc;
+    font-family: sans-serif;
+    font-size: 1em;
+}
+
+div.sphinxsidebar .searchformwrapper {
+    margin-left: 20px;
+    margin-right: 20px;
+}
+
+/* -- body styles ----------------------------------------------------------- */
+
+a {
+    color: #005B81;
+    text-decoration: none;
+}
+
+a:hover {
+    color: #E32E00;
+    text-decoration: underline;
+}
+
+a:visited {
+    color: #551A8B;
+}
+
+div.body h1,
+div.body h2,
+div.body h3,
+div.body h4,
+div.body h5,
+div.body h6 {
+    font-family: Arial, sans-serif;
+    background-color: #BED4EB;
+    font-weight: normal;
+    color: #212224;
+    margin: 30px 0px 10px 0px;
+    padding: 5px 0 5px 10px;
+    text-shadow: 0px 1px 0 white
+}
+
+div.body h1 { border-top: 20px solid white; margin-top: 0; font-size: 200%; }
+div.body h2 { font-size: 150%; background-color: #C8D5E3; }
+div.body h3 { font-size: 120%; background-color: #D8DEE3; }
+div.body h4 { font-size: 110%; background-color: #D8DEE3; }
+div.body h5 { font-size: 100%; background-color: #D8DEE3; }
+div.body h6 { font-size: 100%; background-color: #D8DEE3; }
+
+a.headerlink {
+    color: #c60f0f;
+    font-size: 0.8em;
+    padding: 0 4px 0 4px;
+    text-decoration: none;
+}
+
+a.headerlink:hover {
+    background-color: #c60f0f;
+    color: white;
+}
+
+div.body p, div.body dd, div.body li {
+    line-height: 1.5em;
+}
+
+div.admonition p.admonition-title + p {
+    display: inline;
+}
+
+div.note {
+    background-color: #eee;
+    border: 1px solid #ccc;
+}
+
+div.seealso {
+    background-color: #ffc;
+    border: 1px solid #ff6;
+}
+
+nav.contents,
+aside.topic,
+div.topic {
+    background-color: #eee;
+}
+
+div.warning {
+    background-color: #ffe4e4;
+    border: 1px solid #f66;
+}
+
+p.admonition-title {
+    display: inline;
+}
+
+p.admonition-title:after {
+    content: ":";
+}
+
+pre {
+    padding: 10px;
+    line-height: 1.2em;
+    border: 1px solid #C6C9CB;
+    font-size: 1.1em;
+    margin: 1.5em 0 1.5em 0;
+    -webkit-box-shadow: 1px 1px 1px #d8d8d8;
+    -moz-box-shadow: 1px 1px 1px #d8d8d8;
+}
+
+code {
+    background-color: #ecf0f3;
+    color: #222;
+    /* padding: 1px 2px; */
+    font-size: 1.1em;
+    font-family: monospace;
+}
+
+.viewcode-back {
+    font-family: Arial, sans-serif;
+}
+
+div.viewcode-block:target {
+    background-color: #f4debf;
+    border-top: 1px solid #ac9;
+    border-bottom: 1px solid #ac9;
+}
+
+div.code-block-caption {
+    background-color: #ddd;
+    color: #222;
+    border: 1px solid #C6C9CB;
+}
\ No newline at end of file
diff --git a/_static/plus.png b/_static/plus.png
new file mode 100644
index 0000000000000000000000000000000000000000..7107cec93a979b9a5f64843235a16651d563ce2d
GIT binary patch
literal 90
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literal 0
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diff --git a/_static/pygments.css b/_static/pygments.css
new file mode 100644
index 000000000..0d49244ed
--- /dev/null
+++ b/_static/pygments.css
@@ -0,0 +1,75 @@
+pre { line-height: 125%; }
+td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+.highlight .hll { background-color: #ffffcc }
+.highlight { background: #eeffcc; }
+.highlight .c { color: #408090; font-style: italic } /* Comment */
+.highlight .err { border: 1px solid #FF0000 } /* Error */
+.highlight .k { color: #007020; font-weight: bold } /* Keyword */
+.highlight .o { color: #666666 } /* Operator */
+.highlight .ch { color: #408090; font-style: italic } /* Comment.Hashbang */
+.highlight .cm { color: #408090; font-style: italic } /* Comment.Multiline */
+.highlight .cp { color: #007020 } /* Comment.Preproc */
+.highlight .cpf { color: #408090; font-style: italic } /* Comment.PreprocFile */
+.highlight .c1 { color: #408090; font-style: italic } /* Comment.Single */
+.highlight .cs { color: #408090; background-color: #fff0f0 } /* Comment.Special */
+.highlight .gd { color: #A00000 } /* Generic.Deleted */
+.highlight .ge { font-style: italic } /* Generic.Emph */
+.highlight .ges { font-weight: bold; font-style: italic } /* Generic.EmphStrong */
+.highlight .gr { color: #FF0000 } /* Generic.Error */
+.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
+.highlight .gi { color: #00A000 } /* Generic.Inserted */
+.highlight .go { color: #333333 } /* Generic.Output */
+.highlight .gp { color: #c65d09; font-weight: bold } /* Generic.Prompt */
+.highlight .gs { font-weight: bold } /* Generic.Strong */
+.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
+.highlight .gt { color: #0044DD } /* Generic.Traceback */
+.highlight .kc { color: #007020; font-weight: bold } /* Keyword.Constant */
+.highlight .kd { color: #007020; font-weight: bold } /* Keyword.Declaration */
+.highlight .kn { color: #007020; font-weight: bold } /* Keyword.Namespace */
+.highlight .kp { color: #007020 } /* Keyword.Pseudo */
+.highlight .kr { color: #007020; font-weight: bold } /* Keyword.Reserved */
+.highlight .kt { color: #902000 } /* Keyword.Type */
+.highlight .m { color: #208050 } /* Literal.Number */
+.highlight .s { color: #4070a0 } /* Literal.String */
+.highlight .na { color: #4070a0 } /* Name.Attribute */
+.highlight .nb { color: #007020 } /* Name.Builtin */
+.highlight .nc { color: #0e84b5; font-weight: bold } /* Name.Class */
+.highlight .no { color: #60add5 } /* Name.Constant */
+.highlight .nd { color: #555555; font-weight: bold } /* Name.Decorator */
+.highlight .ni { color: #d55537; font-weight: bold } /* Name.Entity */
+.highlight .ne { color: #007020 } /* Name.Exception */
+.highlight .nf { color: #06287e } /* Name.Function */
+.highlight .nl { color: #002070; font-weight: bold } /* Name.Label */
+.highlight .nn { color: #0e84b5; font-weight: bold } /* Name.Namespace */
+.highlight .nt { color: #062873; font-weight: bold } /* Name.Tag */
+.highlight .nv { color: #bb60d5 } /* Name.Variable */
+.highlight .ow { color: #007020; font-weight: bold } /* Operator.Word */
+.highlight .w { color: #bbbbbb } /* Text.Whitespace */
+.highlight .mb { color: #208050 } /* Literal.Number.Bin */
+.highlight .mf { color: #208050 } /* Literal.Number.Float */
+.highlight .mh { color: #208050 } /* Literal.Number.Hex */
+.highlight .mi { color: #208050 } /* Literal.Number.Integer */
+.highlight .mo { color: #208050 } /* Literal.Number.Oct */
+.highlight .sa { color: #4070a0 } /* Literal.String.Affix */
+.highlight .sb { color: #4070a0 } /* Literal.String.Backtick */
+.highlight .sc { color: #4070a0 } /* Literal.String.Char */
+.highlight .dl { color: #4070a0 } /* Literal.String.Delimiter */
+.highlight .sd { color: #4070a0; font-style: italic } /* Literal.String.Doc */
+.highlight .s2 { color: #4070a0 } /* Literal.String.Double */
+.highlight .se { color: #4070a0; font-weight: bold } /* Literal.String.Escape */
+.highlight .sh { color: #4070a0 } /* Literal.String.Heredoc */
+.highlight .si { color: #70a0d0; font-style: italic } /* Literal.String.Interpol */
+.highlight .sx { color: #c65d09 } /* Literal.String.Other */
+.highlight .sr { color: #235388 } /* Literal.String.Regex */
+.highlight .s1 { color: #4070a0 } /* Literal.String.Single */
+.highlight .ss { color: #517918 } /* Literal.String.Symbol */
+.highlight .bp { color: #007020 } /* Name.Builtin.Pseudo */
+.highlight .fm { color: #06287e } /* Name.Function.Magic */
+.highlight .vc { color: #bb60d5 } /* Name.Variable.Class */
+.highlight .vg { color: #bb60d5 } /* Name.Variable.Global */
+.highlight .vi { color: #bb60d5 } /* Name.Variable.Instance */
+.highlight .vm { color: #bb60d5 } /* Name.Variable.Magic */
+.highlight .il { color: #208050 } /* Literal.Number.Integer.Long */
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
new file mode 100644
index 000000000..7918c3fab
--- /dev/null
+++ b/_static/searchtools.js
@@ -0,0 +1,574 @@
+/*
+ * searchtools.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * Sphinx JavaScript utilities for the full-text search.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+"use strict";
+
+/**
+ * Simple result scoring code.
+ */
+if (typeof Scorer === "undefined") {
+  var Scorer = {
+    // Implement the following function to further tweak the score for each result
+    // The function takes a result array [docname, title, anchor, descr, score, filename]
+    // and returns the new score.
+    /*
+    score: result => {
+      const [docname, title, anchor, descr, score, filename] = result
+      return score
+    },
+    */
+
+    // query matches the full name of an object
+    objNameMatch: 11,
+    // or matches in the last dotted part of the object name
+    objPartialMatch: 6,
+    // Additive scores depending on the priority of the object
+    objPrio: {
+      0: 15, // used to be importantResults
+      1: 5, // used to be objectResults
+      2: -5, // used to be unimportantResults
+    },
+    //  Used when the priority is not in the mapping.
+    objPrioDefault: 0,
+
+    // query found in title
+    title: 15,
+    partialTitle: 7,
+    // query found in terms
+    term: 5,
+    partialTerm: 2,
+  };
+}
+
+const _removeChildren = (element) => {
+  while (element && element.lastChild) element.removeChild(element.lastChild);
+};
+
+/**
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
+ */
+const _escapeRegExp = (string) =>
+  string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+
+const _displayItem = (item, searchTerms, highlightTerms) => {
+  const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
+  const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+  const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+  const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+  const contentRoot = document.documentElement.dataset.content_root;
+
+  const [docName, title, anchor, descr, score, _filename] = item;
+
+  let listItem = document.createElement("li");
+  let requestUrl;
+  let linkUrl;
+  if (docBuilder === "dirhtml") {
+    // dirhtml builder
+    let dirname = docName + "/";
+    if (dirname.match(/\/index\/$/))
+      dirname = dirname.substring(0, dirname.length - 6);
+    else if (dirname === "index/") dirname = "";
+    requestUrl = contentRoot + dirname;
+    linkUrl = requestUrl;
+  } else {
+    // normal html builders
+    requestUrl = contentRoot + docName + docFileSuffix;
+    linkUrl = docName + docLinkSuffix;
+  }
+  let linkEl = listItem.appendChild(document.createElement("a"));
+  linkEl.href = linkUrl + anchor;
+  linkEl.dataset.score = score;
+  linkEl.innerHTML = title;
+  if (descr) {
+    listItem.appendChild(document.createElement("span")).innerHTML =
+      " (" + descr + ")";
+    // highlight search terms in the description
+    if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+      highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+  }
+  else if (showSearchSummary)
+    fetch(requestUrl)
+      .then((responseData) => responseData.text())
+      .then((data) => {
+        if (data)
+          listItem.appendChild(
+            Search.makeSearchSummary(data, searchTerms)
+          );
+        // highlight search terms in the summary
+        if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+          highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+      });
+  Search.output.appendChild(listItem);
+};
+const _finishSearch = (resultCount) => {
+  Search.stopPulse();
+  Search.title.innerText = _("Search Results");
+  if (!resultCount)
+    Search.status.innerText = Documentation.gettext(
+      "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
+    );
+  else
+    Search.status.innerText = _(
+      `Search finished, found ${resultCount} page(s) matching the search query.`
+    );
+};
+const _displayNextItem = (
+  results,
+  resultCount,
+  searchTerms,
+  highlightTerms,
+) => {
+  // results left, load the summary and display it
+  // this is intended to be dynamic (don't sub resultsCount)
+  if (results.length) {
+    _displayItem(results.pop(), searchTerms, highlightTerms);
+    setTimeout(
+      () => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
+      5
+    );
+  }
+  // search finished, update title and status message
+  else _finishSearch(resultCount);
+};
+
+/**
+ * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
+ * custom function per language.
+ *
+ * The regular expression works by splitting the string on consecutive characters
+ * that are not Unicode letters, numbers, underscores, or emoji characters.
+ * This is the same as ``\W+`` in Python, preserving the surrogate pair area.
+ */
+if (typeof splitQuery === "undefined") {
+  var splitQuery = (query) => query
+      .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
+      .filter(term => term)  // remove remaining empty strings
+}
+
+/**
+ * Search Module
+ */
+const Search = {
+  _index: null,
+  _queued_query: null,
+  _pulse_status: -1,
+
+  htmlToText: (htmlString) => {
+    const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
+    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    const docContent = htmlElement.querySelector('[role="main"]');
+    if (docContent !== undefined) return docContent.textContent;
+    console.warn(
+      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+    );
+    return "";
+  },
+
+  init: () => {
+    const query = new URLSearchParams(window.location.search).get("q");
+    document
+      .querySelectorAll('input[name="q"]')
+      .forEach((el) => (el.value = query));
+    if (query) Search.performSearch(query);
+  },
+
+  loadIndex: (url) =>
+    (document.body.appendChild(document.createElement("script")).src = url),
+
+  setIndex: (index) => {
+    Search._index = index;
+    if (Search._queued_query !== null) {
+      const query = Search._queued_query;
+      Search._queued_query = null;
+      Search.query(query);
+    }
+  },
+
+  hasIndex: () => Search._index !== null,
+
+  deferQuery: (query) => (Search._queued_query = query),
+
+  stopPulse: () => (Search._pulse_status = -1),
+
+  startPulse: () => {
+    if (Search._pulse_status >= 0) return;
+
+    const pulse = () => {
+      Search._pulse_status = (Search._pulse_status + 1) % 4;
+      Search.dots.innerText = ".".repeat(Search._pulse_status);
+      if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
+    };
+    pulse();
+  },
+
+  /**
+   * perform a search for something (or wait until index is loaded)
+   */
+  performSearch: (query) => {
+    // create the required interface elements
+    const searchText = document.createElement("h2");
+    searchText.textContent = _("Searching");
+    const searchSummary = document.createElement("p");
+    searchSummary.classList.add("search-summary");
+    searchSummary.innerText = "";
+    const searchList = document.createElement("ul");
+    searchList.classList.add("search");
+
+    const out = document.getElementById("search-results");
+    Search.title = out.appendChild(searchText);
+    Search.dots = Search.title.appendChild(document.createElement("span"));
+    Search.status = out.appendChild(searchSummary);
+    Search.output = out.appendChild(searchList);
+
+    const searchProgress = document.getElementById("search-progress");
+    // Some themes don't use the search progress node
+    if (searchProgress) {
+      searchProgress.innerText = _("Preparing search...");
+    }
+    Search.startPulse();
+
+    // index already loaded, the browser was quick!
+    if (Search.hasIndex()) Search.query(query);
+    else Search.deferQuery(query);
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  query: (query) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // stem the search terms and add them to the correct list
+    const stemmer = new Stemmer();
+    const searchTerms = new Set();
+    const excludedTerms = new Set();
+    const highlightTerms = new Set();
+    const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
+    splitQuery(query.trim()).forEach((queryTerm) => {
+      const queryTermLower = queryTerm.toLowerCase();
+
+      // maybe skip this "word"
+      // stopwords array is from language_data.js
+      if (
+        stopwords.indexOf(queryTermLower) !== -1 ||
+        queryTerm.match(/^\d+$/)
+      )
+        return;
+
+      // stem the word
+      let word = stemmer.stemWord(queryTermLower);
+      // select the correct list
+      if (word[0] === "-") excludedTerms.add(word.substr(1));
+      else {
+        searchTerms.add(word);
+        highlightTerms.add(queryTermLower);
+      }
+    });
+
+    if (SPHINX_HIGHLIGHT_ENABLED) {  // set in sphinx_highlight.js
+      localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
+    }
+
+    // console.debug("SEARCH: searching for:");
+    // console.info("required: ", [...searchTerms]);
+    // console.info("excluded: ", [...excludedTerms]);
+
+    // array of [docname, title, anchor, descr, score, filename]
+    let results = [];
+    _removeChildren(document.getElementById("search-progress"));
+
+    const queryLower = query.toLowerCase();
+    for (const [title, foundTitles] of Object.entries(allTitles)) {
+      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+        for (const [file, id] of foundTitles) {
+          let score = Math.round(100 * queryLower.length / title.length)
+          results.push([
+            docNames[file],
+            titles[file] !== title ? `${titles[file]} > ${title}` : title,
+            id !== null ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
+
+    // search for explicit entries in index directives
+    for (const [entry, foundEntries] of Object.entries(indexEntries)) {
+      if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
+        for (const [file, id] of foundEntries) {
+          let score = Math.round(100 * queryLower.length / entry.length)
+          results.push([
+            docNames[file],
+            titles[file],
+            id ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
+
+    // lookup as object
+    objectTerms.forEach((term) =>
+      results.push(...Search.performObjectSearch(term, objectTerms))
+    );
+
+    // lookup as search terms in fulltext
+    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+
+    // let the scorer override scores with a custom scoring function
+    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
+
+    // now sort the results by score (in opposite order of appearance, since the
+    // display function below uses pop() to retrieve items) and then
+    // alphabetically
+    results.sort((a, b) => {
+      const leftScore = a[4];
+      const rightScore = b[4];
+      if (leftScore === rightScore) {
+        // same score: sort alphabetically
+        const leftTitle = a[1].toLowerCase();
+        const rightTitle = b[1].toLowerCase();
+        if (leftTitle === rightTitle) return 0;
+        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+      }
+      return leftScore > rightScore ? 1 : -1;
+    });
+
+    // remove duplicate search results
+    // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
+    let seen = new Set();
+    results = results.reverse().reduce((acc, result) => {
+      let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
+      if (!seen.has(resultStr)) {
+        acc.push(result);
+        seen.add(resultStr);
+      }
+      return acc;
+    }, []);
+
+    results = results.reverse();
+
+    // for debugging
+    //Search.lastresults = results.slice();  // a copy
+    // console.info("search results:", Search.lastresults);
+
+    // print the results
+    _displayNextItem(results, results.length, searchTerms, highlightTerms);
+  },
+
+  /**
+   * search for object names
+   */
+  performObjectSearch: (object, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const objects = Search._index.objects;
+    const objNames = Search._index.objnames;
+    const titles = Search._index.titles;
+
+    const results = [];
+
+    const objectSearchCallback = (prefix, match) => {
+      const name = match[4]
+      const fullname = (prefix ? prefix + "." : "") + name;
+      const fullnameLower = fullname.toLowerCase();
+      if (fullnameLower.indexOf(object) < 0) return;
+
+      let score = 0;
+      const parts = fullnameLower.split(".");
+
+      // check for different match types: exact matches of full name or
+      // "last name" (i.e. last dotted part)
+      if (fullnameLower === object || parts.slice(-1)[0] === object)
+        score += Scorer.objNameMatch;
+      else if (parts.slice(-1)[0].indexOf(object) > -1)
+        score += Scorer.objPartialMatch; // matches in last name
+
+      const objName = objNames[match[1]][2];
+      const title = titles[match[0]];
+
+      // If more than one term searched for, we require other words to be
+      // found in the name/title/description
+      const otherTerms = new Set(objectTerms);
+      otherTerms.delete(object);
+      if (otherTerms.size > 0) {
+        const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
+        if (
+          [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
+        )
+          return;
+      }
+
+      let anchor = match[3];
+      if (anchor === "") anchor = fullname;
+      else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
+
+      const descr = objName + _(", in ") + title;
+
+      // add custom score for some objects according to scorer
+      if (Scorer.objPrio.hasOwnProperty(match[2]))
+        score += Scorer.objPrio[match[2]];
+      else score += Scorer.objPrioDefault;
+
+      results.push([
+        docNames[match[0]],
+        fullname,
+        "#" + anchor,
+        descr,
+        score,
+        filenames[match[0]],
+      ]);
+    };
+    Object.keys(objects).forEach((prefix) =>
+      objects[prefix].forEach((array) =>
+        objectSearchCallback(prefix, array)
+      )
+    );
+    return results;
+  },
+
+  /**
+   * search for full-text terms in the index
+   */
+  performTermsSearch: (searchTerms, excludedTerms) => {
+    // prepare search
+    const terms = Search._index.terms;
+    const titleTerms = Search._index.titleterms;
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+
+    const scoreMap = new Map();
+    const fileMap = new Map();
+
+    // perform the search on the required terms
+    searchTerms.forEach((word) => {
+      const files = [];
+      const arr = [
+        { files: terms[word], score: Scorer.term },
+        { files: titleTerms[word], score: Scorer.title },
+      ];
+      // add support for partial matches
+      if (word.length > 2) {
+        const escapedWord = _escapeRegExp(word);
+        Object.keys(terms).forEach((term) => {
+          if (term.match(escapedWord) && !terms[word])
+            arr.push({ files: terms[term], score: Scorer.partialTerm });
+        });
+        Object.keys(titleTerms).forEach((term) => {
+          if (term.match(escapedWord) && !titleTerms[word])
+            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
+        });
+      }
+
+      // no match but word was a required one
+      if (arr.every((record) => record.files === undefined)) return;
+
+      // found search word in contents
+      arr.forEach((record) => {
+        if (record.files === undefined) return;
+
+        let recordFiles = record.files;
+        if (recordFiles.length === undefined) recordFiles = [recordFiles];
+        files.push(...recordFiles);
+
+        // set score for the word in each file
+        recordFiles.forEach((file) => {
+          if (!scoreMap.has(file)) scoreMap.set(file, {});
+          scoreMap.get(file)[word] = record.score;
+        });
+      });
+
+      // create the mapping
+      files.forEach((file) => {
+        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
+          fileMap.get(file).push(word);
+        else fileMap.set(file, [word]);
+      });
+    });
+
+    // now check if the files don't contain excluded terms
+    const results = [];
+    for (const [file, wordList] of fileMap) {
+      // check if all requirements are matched
+
+      // as search terms with length < 3 are discarded
+      const filteredTermCount = [...searchTerms].filter(
+        (term) => term.length > 2
+      ).length;
+      if (
+        wordList.length !== searchTerms.size &&
+        wordList.length !== filteredTermCount
+      )
+        continue;
+
+      // ensure that none of the excluded terms is in the search result
+      if (
+        [...excludedTerms].some(
+          (term) =>
+            terms[term] === file ||
+            titleTerms[term] === file ||
+            (terms[term] || []).includes(file) ||
+            (titleTerms[term] || []).includes(file)
+        )
+      )
+        break;
+
+      // select one (max) score for the file.
+      const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
+      // add result to the result list
+      results.push([
+        docNames[file],
+        titles[file],
+        "",
+        null,
+        score,
+        filenames[file],
+      ]);
+    }
+    return results;
+  },
+
+  /**
+   * helper function to return a node containing the
+   * search summary for a given text. keywords is a list
+   * of stemmed words.
+   */
+  makeSearchSummary: (htmlText, keywords) => {
+    const text = Search.htmlToText(htmlText);
+    if (text === "") return null;
+
+    const textLower = text.toLowerCase();
+    const actualStartPosition = [...keywords]
+      .map((k) => textLower.indexOf(k.toLowerCase()))
+      .filter((i) => i > -1)
+      .slice(-1)[0];
+    const startWithContext = Math.max(actualStartPosition - 120, 0);
+
+    const top = startWithContext === 0 ? "" : "...";
+    const tail = startWithContext + 240 < text.length ? "..." : "";
+
+    let summary = document.createElement("p");
+    summary.classList.add("context");
+    summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
+
+    return summary;
+  },
+};
+
+_ready(Search.init);
diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js
new file mode 100644
index 000000000..8a96c69a1
--- /dev/null
+++ b/_static/sphinx_highlight.js
@@ -0,0 +1,154 @@
+/* Highlighting utilities for Sphinx HTML documentation. */
+"use strict";
+
+const SPHINX_HIGHLIGHT_ENABLED = true
+
+/**
+ * highlight a given string on a node by wrapping it in
+ * span elements with the given class name.
+ */
+const _highlight = (node, addItems, text, className) => {
+  if (node.nodeType === Node.TEXT_NODE) {
+    const val = node.nodeValue;
+    const parent = node.parentNode;
+    const pos = val.toLowerCase().indexOf(text);
+    if (
+      pos >= 0 &&
+      !parent.classList.contains(className) &&
+      !parent.classList.contains("nohighlight")
+    ) {
+      let span;
+
+      const closestNode = parent.closest("body, svg, foreignObject");
+      const isInSVG = closestNode && closestNode.matches("svg");
+      if (isInSVG) {
+        span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+      } else {
+        span = document.createElement("span");
+        span.classList.add(className);
+      }
+
+      span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      const rest = document.createTextNode(val.substr(pos + text.length));
+      parent.insertBefore(
+        span,
+        parent.insertBefore(
+          rest,
+          node.nextSibling
+        )
+      );
+      node.nodeValue = val.substr(0, pos);
+      /* There may be more occurrences of search term in this node. So call this
+       * function recursively on the remaining fragment.
+       */
+      _highlight(rest, addItems, text, className);
+
+      if (isInSVG) {
+        const rect = document.createElementNS(
+          "http://www.w3.org/2000/svg",
+          "rect"
+        );
+        const bbox = parent.getBBox();
+        rect.x.baseVal.value = bbox.x;
+        rect.y.baseVal.value = bbox.y;
+        rect.width.baseVal.value = bbox.width;
+        rect.height.baseVal.value = bbox.height;
+        rect.setAttribute("class", className);
+        addItems.push({ parent: parent, target: rect });
+      }
+    }
+  } else if (node.matches && !node.matches("button, select, textarea")) {
+    node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
+  }
+};
+const _highlightText = (thisNode, text, className) => {
+  let addItems = [];
+  _highlight(thisNode, addItems, text, className);
+  addItems.forEach((obj) =>
+    obj.parent.insertAdjacentElement("beforebegin", obj.target)
+  );
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const SphinxHighlight = {
+
+  /**
+   * highlight the search words provided in localstorage in the text
+   */
+  highlightSearchWords: () => {
+    if (!SPHINX_HIGHLIGHT_ENABLED) return;  // bail if no highlight
+
+    // get and clear terms from localstorage
+    const url = new URL(window.location);
+    const highlight =
+        localStorage.getItem("sphinx_highlight_terms")
+        || url.searchParams.get("highlight")
+        || "";
+    localStorage.removeItem("sphinx_highlight_terms")
+    url.searchParams.delete("highlight");
+    window.history.replaceState({}, "", url);
+
+    // get individual terms from highlight string
+    const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
+    if (terms.length === 0) return; // nothing to do
+
+    // There should never be more than one element matching "div.body"
+    const divBody = document.querySelectorAll("div.body");
+    const body = divBody.length ? divBody[0] : document.querySelector("body");
+    window.setTimeout(() => {
+      terms.forEach((term) => _highlightText(body, term, "highlighted"));
+    }, 10);
+
+    const searchBox = document.getElementById("searchbox");
+    if (searchBox === null) return;
+    searchBox.appendChild(
+      document
+        .createRange()
+        .createContextualFragment(
+          '
' +
+            '' +
+            _("Hide Search Matches") +
+            "
"
+        )
+    );
+  },
+
+  /**
+   * helper function to hide the search marks again
+   */
+  hideSearchWords: () => {
+    document
+      .querySelectorAll("#searchbox .highlight-link")
+      .forEach((el) => el.remove());
+    document
+      .querySelectorAll("span.highlighted")
+      .forEach((el) => el.classList.remove("highlighted"));
+    localStorage.removeItem("sphinx_highlight_terms")
+  },
+
+  initEscapeListener: () => {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return;
+      if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) {
+        SphinxHighlight.hideSearchWords();
+        event.preventDefault();
+      }
+    });
+  },
+};
+
+_ready(() => {
+  /* Do not call highlightSearchWords() when we are on the search page.
+   * It will highlight words from the *previous* search query.
+   */
+  if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords();
+  SphinxHighlight.initEscapeListener();
+});
diff --git a/api.html b/api.html
new file mode 100644
index 000000000..b1807d220
--- /dev/null
+++ b/api.html
@@ -0,0 +1,145 @@
+
+
+
+  
+    
+    
+
+    API Reference — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
API Reference

+
Application Programming Interface for HiSPARC Public Database

+
The API simplifies data access for data contained in the
+HiSPARC Public Database.  It was born out of the
+need for easy access to up-to-date information about stations.

+
Contents:

+

+
+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/api_tutorial.html b/api_tutorial.html
new file mode 100644
index 000000000..0b9270188
--- /dev/null
+++ b/api_tutorial.html
@@ -0,0 +1,286 @@
+
+
+
+  
+    
+    
+
+    API Tutorial — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
API Tutorial

+
The HiSPARC API (Application Programming Interface) simplifies
+metadata access from other applications. In this tutorial, we’ll give
+some examples of how this data can be accessed and used with Javascript
+(jQuery) and Python. We’ll show you how to do some neat things.
+How can you get a list of all HiSPARC stations in Denmark? What is the
+position of station 201? Which stations had data on 20 October 2010? How
+does the number of measured events change during a few weeks? This
+tutorial will give you an overview of some of possibilities with the
+HiSPARC API. For details on all available classes and methods,
+please see the API Reference.

+

+
Note

+
We’ll require you to know some basic programming, i.e. to understand
+what an if statement is and for loop does. If you
+are new to coding you can try a tutorial online, for instance
+Codeacademy, we recommend learning
+Python or jQuery.

+

+

+
First look

+
First we will just look at what this API is. The API can be accessed
+via the internet by opening urls. Instead of a website you get data as a
+response. This data is formatted as a JSON (JavaScript Object Notation),
+this format can be understood by many programming languages.

+
To see what options the API has we will look at it in a browser. Open
+the following link in your browser (this will not work in Internet
+Explorer): https://data.hisparc.nl/api/.

+
You should now see some text, like this:

+
{"base_url": "https://data.hisparc.nl/api/",
+ "clusters": "clusters/",
+ "clusters_in_country": "countries/{country_id}/",
+ "configuration": "station/{station_id}/config/{year}/{month}/{day}/",
+ "countries": "countries/",
+ "has_data": "station/{station_id}/data/{year}/{month}/{day}/",
+ ...
+ "subclusters_in_cluster": "clusters/{cluster_id}/"}
+

+

+
This is the JSON, it is a dictionary (indicated by the { and
+} enclosing brackets): an object which has keys and values. Each
+key ("clusters", "has_data") refers to a value
+("clusters/",
+"station/{station_id}/data/{year}/{month}/{day}/").

+

+
Cluster list

+
This tells us that if we want a list of all clusters we need to use the
+clusters option by appending "clusters/" to the base url,
+resulting in the following:
+https://data.hisparc.nl/api/clusters/.

+
With this result:

+
[{"name": "Amsterdam",
+  "number": 0},
+ {"name": "Utrecht",
+  "number": 1000},
+ ...
+ {"name": "Karlsruhe",
+  "number": 70000}]
+

+

+
This JSON is a list (indicated by the [ and ] enclosing
+brackets) of dictionaries, one for each cluster. Each dictionary
+contains the name and number of a cluster. This way information about
+the network of stations can be retrieved.

+

+

+

+
Javascript example

+
The following code example will generate a webpage which will use the
+API to get an up-to-date list of stations. It will then show a
+drop-down menu from which a station can be selected, once you have
+chosen a station you can click the Get info button to make
+Javascript get the station information. To try this you can either use
+this example page: jsFiddle or create
+your own HTML file with this code:

+
<html>
+<head>
+<script src="http://code.jquery.com/jquery-1.11.1.min.js"></script>
+<script>
+    $(function() {
+        // Get an up-to-date list of HiSPARC stations
+        $.getJSON(
+            'https://data.hisparc.nl/api/stations/',
+            function(data) {
+                // Create the drop-down menu
+                var select = $('<select>');
+                var id, name;
+                for (var i in data) {
+                    id = data[i].number;
+                    name = data[i].name;
+                    select.append($('<option>').attr('value', id).text(id + ' - ' + name));}
+                $('#station_list').append(select);});
+
+        // Attach a function to the Get info button
+        $('#get_station').on('click', function() {
+            var id = $('#station_list').find('select').val();
+            // Get info for selected station and display it in a nice way
+            $.getJSON('https://data.hisparc.nl/api/station/' + id + '/',
+                      function(data) {
+                          $('#station_info').text(JSON.stringify(data, undefined, 4));
+                      });
+            });
+        });
+</script>
+</head>
+<body style="font-family: sans-serif;">
+    <h2>Station info</h2>
+    <p id="station_list">Choose a station: </p>
+    <input type="submit" id="get_station" value="Get info">
+    <pre id="station_info"></pre>
+</body>
+</html>
+

+

+

+

+
Python example

+
In this example we will use several standard Python libraries and the
+popular plotting library matplotlib (pylab).
+We start by importing the required libraries, one to get data from the
+urls, one to make working with dates easy and the plotting library. Then
+define the start values and perpare two empty lists in which the data
+can be placed. Then a while loop is used to loop over all days between
+datum and end_datum, reading each corresponding url. Finally a plot is
+made, setting the dates against their values.

+
Start Python and type (or copy/paste without the >>>) the
+following lines of code:

+
>>> from urllib.request import urlopen
+>>> from datetime import date, timedelta
+>>> from pylab import plot, show
+>>> id = 501
+>>> datum = date(2010, 10, 1)
+>>> end_datum = date(2011, 2, 1)
+>>> base = 'https://data.hisparc.nl/api/station/%d/num_events/%d/%d/%d'
+>>> events = []
+>>> dates = []
+>>> while datum < end_datum:
+...     url = urlopen(base % (id, datum.year, datum.month, datum.day))
+...     events.append(url.read())
+...     dates.append(datum)
+...     datum += timedelta(days=1)
+...
+>>> step(dates, events)
+>>> show()
+

+

+

+
SAPPHiRE

+
The HiSPARC Python framework SAPPHiRE includes an API module. This module
+simplifies access to the API. See the SAPPHiRE documentation for more
+information:
+https://docs.hisparc.nl/sapphire/.

+

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/api_views.html b/api_views.html
new file mode 100644
index 000000000..a099d1a00
--- /dev/null
+++ b/api_views.html
@@ -0,0 +1,397 @@
+
+
+
+  
+    
+    
+
+    API Views Reference — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
API Views Reference

+

+

+clusters(request, country_number=None)

+
Get cluster list

+
Retrieve a list of all clusters or only the clusters in a specific country.
+By cluster we here mean the main clusters, which contain subclusters.

+

+
Parameters:

+
country_number – a country number identifier, give this to only get
+clusters from a specific country.

+

+
Returns:

+
list of dictionaries containing the name and number of all
+clusters that matched the given parameters.

+

+

+

+
+

+

+config(request, station_number, date=None)

+
Get station config settings

+
Retrieve the entire configuration of a station. If no date if given the
+latest config will be sent, otherwise the latest on or before the given
+date.

+

+
Parameters:

+
    
+
  • station_number – a station number identifier.
    • 
+
  • date – the date for which to get a configuration.
    • 
+

+

+
Returns:

+
dictionary containing the entire configuration from
+the HiSPARC DAQ.

+

+

+

+
+

+

+countries(request)

+
Get country list

+
Retrieve a list of all countries.

+

+
Returns:

+
list of dictionaries containing the name and number of
+all countries.

+

+

+

+
+

+

+get_cluster_dict(country=None)

+

+
+

+

+get_country_dict()

+

+
+

+

+get_event_traces(request, station_number, ext_timestamp)

+
Get the traces for an event

+

+
Parameters:

+
    
+
  • station_number – a station number identifier.
    • 
+
  • ext_timestamp – extended timestamp (nanoseconds since UNIX epoch).
    • 
+
  • raw – (optional, GET) if present get the raw trace, i.e. without
+subtracted baseline.
    • 
+

+

+
Returns:

+
two or four traces.

+

+

+

+
+

+

+get_station_dict(subcluster=None)

+
Return list of station numbers and names

+
For all non-test stations in the given subcluster

+

+
+

+

+get_subcluster_dict(cluster=None)

+

+
+

+

+has_data(request, station_number, type=None, year=None, month=None, date=None)

+
Check for presence of cosmic ray data

+
Find out if the given station has measured shower data, either on a
+specific date, or at all.

+

+
Parameters:

+
    
+
  • station_number – a stationn number identifier.
    • 
+
  • type – the data type: events, singles or weather.
    • 
+
  • year,month,date – the date, this has to be within the time
+HiSPARC has been operational and can be as specific as
+you desire.
    • 
+

+

+
Returns:

+
boolean, True if the given station has data, False otherwise.

+

+

+

+
+

+

+json_dict(result)

+
Create a json HTTPResponse

+

+
+

+

+man(request)

+
Give overview of the possible urls

+

+
+

+

+network_status(request)

+
Get status of the network

+

+
Returns:

+
dictionary containing status info for each station.

+

+

+

+
+

+

+num_events(request, station_number, year=None, month=None, date=None, hour=None)

+
Get number of events for a station

+
Retrieve the number of events that a station has measured during its
+entire operation or during a specific period, which can be a year,
+month, day or an hour.

+

+
Parameters:

+
    
+
  • station_number – a stationn number identifier.
    • 
+
  • year,month,date,hour – the date, this has to be within the time
+HiSPARC has been operational and can be as specific as you desire.
    • 
+

+

+
Returns:

+
integer containing the total number of events ever recorded by
+the given station.

+

+

+

+
+

+

+station(request, station_number, year=None, month=None, date=None)

+
Get station info

+
Retrieve general information about a station. If no date if given
+the latest valid info will be sent, otherwise the latest on or
+before the given date.

+

+
Parameters:

+
    
+
  • station_number – a station number identifier.
    • 
+
  • date – the date for which to get station info.
    • 
+

+

+
Returns:

+
dictionary containing info about the station. Most importantly,
+this contains information about the location of the station GPS
+and the relative locations of the individual scintillators.

+

+

+

+
+

+

+stations(request, subcluster_number=None)

+
Get station list

+
Retrieve a list of all stations or all stations in a subcluster.

+

+
Parameters:

+
subcluster_number – a subcluster number identifier. If given, only
+stations belonging to that subcluster will be included in the list.

+

+
Returns:

+
list containing dictionaries which consist of the name and number
+of each station (matching the subcluster).

+

+

+

+
+

+

+stations_with_data(request, type=None, year=None, month=None, date=None)

+
Get stations with event or weather data

+
Retrieve a list of all stations which have recorded events, singles or
+weather data in the given year, month, day or at all.

+

+
Parameters:

+
    
+
  • type – data type to check for: events, singles or weather.
    • 
+
  • year,month,date – the date, this has to be within the time
+HiSPARC has been operational and can be as specific as you desire.
    • 
+

+

+
Returns:

+
list of dictionaries containing the name and number of each
+station that has measured weather data in the given year.

+

+

+

+
+

+

+subclusters(request, cluster_number=None)

+
Get subcluster list

+
Retrieve a list of all subclusters or all subclusters in a specific
+cluster.

+

+
Parameters:

+
cluster_number – a cluster number identifier, give this to only get
+subclusters from this cluster.

+

+
Returns:

+
list of dictionaries containing the name and number of all
+subclusters that matched the given parameters.

+

+

+

+
+

+

+validate_date(date)

+
Check if date is outside HiSPARC project range

+
If not valid, a 404 (Not Found) should be returned to the user.

+

+
Returns:

+
boolean, True if the date is in the range, False otherwise.

+

+

+

+
+
Contents:

+

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/data_access.html b/data_access.html
new file mode 100644
index 000000000..cf7d63238
--- /dev/null
+++ b/data_access.html
@@ -0,0 +1,207 @@
+
+
+
+  
+    
+    
+
+    Data access — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
Data access

+
There are several ways in which the HiSPARC data can be accessed:

+
+
To access metadata, like a list of all stations or information about a
+specific station see the API Tutorial.

+

+
Download form

+
When looking at the data page for a station (i.e. Kaj Munk College), you will see a ‘Download
+event summary data’ link on the right. When this link is clicked you
+will be taken to the Data download form. On this page you can select
+the station, the start and end date for which you want to download the
+data. There is also an option to download weather data instead of events,
+however, not all stations gather weather data.

+
When you click the Submit button without checking the checkbox to
+Download, the data should (Firefox always downloads the data) show up in
+your browser window. If you check the Download box the data will be
+downloaded to your PC as a csv file.

+
This csv file can be read by many programs, including Excel. Use the
+Import option in Excel to make it recognize tabs as delimiter between
+columns.

+

+

+
Downloading via Python

+

+
Note

+
An easy to use module has been added to SAPPHiRE to download
+data from the ESD. The following is an old (but working) example.

+

+
This is an example of how to download the data from the Public database
+in Python. In this example we will download 1 hour of data for station
+202 on July 2, 2013.

+
First load the required libraries (requires the numpy package).

+
>>> from datetime import datetime
+>>> from urllib import urlencode
+>>> from urllib.request import urlopen
+>>> from StringIO import StringIO
+>>> from numpy import genfromtxt
+

+

+
Then define the url and place the start and end datetime in the query.
+To download weather data instead, replace ‘events’ by ‘weather’ in
+the url (and choose a station that has weather data, e.g. 3 or 501).

+

+
Note

+
Do not pass the query to the urlopen ‘data’ argument because that
+changes the request into a POST request, but you need a GET
+request.

+

+
>>> url = 'https://data.hisparc.nl/data/202/events'
+>>> start = str(datetime(2013, 7, 2, 11, 0))
+>>> end = str(datetime(2013, 7, 2, 12, 0))
+>>> query = urlencode({'download': False, 'start': start,'end': end})
+>>> full_url = url + '?' + query
+

+

+
Download the data and store it in a variable

+
>>> data = urlopen(full_url).read()
+

+

+
Now use numpy to convert the data from csv to a numpy array.

+
>>> format = [('date', 'datetime64[D]'), ('time', '|S8'),
+              ('timestamp', 'uint32'), ('nanoseconds', 'uint32'),
+              ('pulseheights', '4int16'), ('integrals', '4int32'),
+              ('n1', 'float32'), ('n2', 'float32'),
+              ('n3', 'float32'), ('n4', 'float32'),
+              ('t1', 'float32'), ('t2', 'float32'),
+              ('t3', 'float32'), ('t4', 'float32'),
+              ('t_trigger', 'float32'),
+              ('zenith', 'int16'), ('azimuth', 'int16')]
+>>> a = genfromtxt(StringIO(data), delimiter="\t", dtype=format)
+>>> print(a[0])
+(datetime.date(2013, 7, 2), '11:00:02', 1372762802L, 466307811L,
+ [78, 798, -1, -1], [535, 10882, -1, -1],
+ 0.14720000326633453, 3.854599952697754, -1.0, -1.0,
+ 345.0, 12.5, -1.0, -1.0, 345.0, -999, -999)
+

+

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/genindex.html b/genindex.html
new file mode 100644
index 000000000..82507e964
--- /dev/null
+++ b/genindex.html
@@ -0,0 +1,390 @@
+
+
+
+  
+    
+    
+    Index — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+
+
Index

+
+

+ C
+ | G
+ | H
+ | J
+ | L
+ | M
+ | N
+ | P
+ | S
+ | T
+ | V
+ 
+

+
C

+
+  
+  
+

+
+
G

+
+  
+  
+

+
+
H

+
+  
+  
+

+
+
J

+
+  
+

+
+
L

+
+  
+  
+

+
+
M

+
+  
+

+
+
N

+
+  
+  
+

+
+
P

+
+  
+  
+
    
+      
  • 
+    publicdb.api.views
+
+      
    • 
+      
  • 
+    publicdb.status_display
+
+      
    • 
+      
  • 
+    publicdb.status_display.views
+
+      
    • 
+  

+
+
S

+
+  
+  
+

+
+
T

+
+  
+

+
+
V

+
+  
+

+
+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/hisparc_maps.html b/hisparc_maps.html
new file mode 100644
index 000000000..a6550b556
--- /dev/null
+++ b/hisparc_maps.html
@@ -0,0 +1,218 @@
+
+
+
+  
+    
+    
+
+    HiSPARC maps — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
HiSPARC maps

+
Each HiSPARC station is equipped with a GPS antenne. This GPS is used
+to for time synchronization between stations and to determine the exact
+location of each station. All these locations are stored in our
+database. The GPS positions can be found on the data pages of stations,
+via the API (API Reference) and in the raw data.

+

+
Map

+
Using the Leafet library with CARTO maps tiles (based on OpenStreetMap data) we are able to visualize the
+detector network by showing the locations of the stations on a map.

+
Here is an overview of the network: Stations on map

+

+
Station info

+
When you click on a station marker a popup will show information about
+that station, its name and cluster. If the station has data the name of
+the station will be a link to its data page.

+

+

+
Status

+
The stations on the map can have one of 4 colors to indicate the current
+status of that station.

+
    
+
  • Green: when a station is operating properly
    • 
+
  • Yellow: it is responding to the server but has a problem
    • 
+
  • Red: it is completely unresponsive (offline)
    • 
+
  • Gray: it is is no longer active or the status can’t be determined.
    • 
+

+

+

+

+
Embedding

+
On several public database pages a map is embedded to show the station
+location or provide an overview of multiple stations. Moreover, maps are
+also used on our main website to give an overview of the station
+organization and clustering (e.g. Bristol, Science
+Park
+). This is accomplished by placing an iframe on those pages that
+shows another page which only has the map as its content. Example code:

+
<iframe src="https://data.hisparc.nl/maps/Netherlands/Amsterdam/Science%20Park/"
+        scrolling="no" frameborder="0" width="600" height="300"></iframe>
+

+

+
Result:

+

+  
+

+
Syntax

+
To show a map of a specific region or location, use the syntax explained
+here. First start with the base url:

+
https://data.hisparc.nl/maps/
+

+

+
When no extra options are given the page zooms and positions the map
+such that all stations fit in the window. But you can also focus on a
+specific region or station. Several levels of regions are possible:

+
https://data.hisparc.nl/maps/[Country]/[Cluster]/[Subcluster]/
+https://data.hisparc.nl/maps/[Station number]/
+

+

+
An overview of countries, clusters and subclusters can be found on
+https://data.hisparc.nl/ . First you can choose to focus on a Country:

+
+
Then focus more closely on a cluster, note that you also need to give
+the country:

+
+
And to focus on a subcluster, also specifying the country and cluster:

+
+
Finally you can also focus on one specific station by simply giving its
+station number:

+
+

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/index.html b/index.html
new file mode 100644
index 000000000..dff4a1616
--- /dev/null
+++ b/index.html
@@ -0,0 +1,156 @@
+
+
+
+  
+    
+    
+
+    Public Database documentation! — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
Public Database documentation!

+
The HiSPARC Public Database is the interface through which everyone can access
+the data and our station administration is done.

+
Contents:

+

+
+

+

+

+
Indices and tables

+
+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
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diff --git a/py-modindex.html b/py-modindex.html
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+
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+  
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+    
+    Python Module Index — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+ 
+
+
+  
+      
+
+    

+      

+        

+          

+            
+
+   
Python Module Index

+
+   

+   p
+   

+
+   
+     
+     
+     
+       
+       
+     
+       
+       
+     
+       
+       
+     
+       
+       
+     
+       
+       
+   
 

+       p

+       publicdb
+       
   
+       publicdb.api
+       
   
+       publicdb.api.views
+       
   
+       publicdb.status_display
+       
   
+       publicdb.status_display.views
+       

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/search.html b/search.html
new file mode 100644
index 000000000..3e214f204
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+++ b/search.html
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+
+
+
+  
+    
+    
+    Search — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+  
+   
+
+  
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+
+    

+      

+        

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Search

+  
+  
+  
+  
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+    Searching for multiple words only shows matches that contain
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+  

+  
+  
+  

+    
+    
+    
+  

+  
+  
+  
+  

+  
+  

+  
+
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+          

+        

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+    

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\ No newline at end of file
diff --git a/station_layout.html b/station_layout.html
new file mode 100644
index 000000000..48b295c7f
--- /dev/null
+++ b/station_layout.html
@@ -0,0 +1,172 @@
+
+
+
+  
+    
+    
+
+    HiSPARC station layout — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
HiSPARC station layout

+
Each HiSPARC station has a GPS antenne and either 2 or 4 scintillator
+detectors. This GPS is used to determine the exact location of the
+station. However, the GPS is often not at the center of the station,
+moreover, not all stations are oriented the same way, and the distances
+between detector may differ. For reconstruction of the measured data it
+is important to know the location of each detector, this section
+explains how the location of the detectors can be measured and
+communicated to us.

+

+
Compass coordinates

+
The coordinate system we have chosen for describing the position of
+detectors is illustrated in the following figure.

+_images/coordinate_system.png
+
For each detector 3 (or 4) coordinates need to be determined:

+
    
+
  • First the distance (r) from the GPS to the center of the
+scintillator (in meters).
    • 
+
  • Next the alpha angle (α) which is the clock-wise turning angle
+between North and the detector as seen from the GPS (in degrees).
    • 
+
  • A height (z) coordinate can be measured if there is a
+significant altitude difference between the GPS antenna and the
+detectors, or if the detectors are not at the same height. Up is
+positive (in meters).
    • 
+
  • The rotation of the detector is described by the beta angle
+(β), which is the clock-wise turning rotation of the long side
+of the detector relative to North (in degrees).
    • 
+

+
For more information about the coordinate systems used in HiSPARC see:
+Coordinate systems and units in HiSPARC.

+
For Dutch schools we have an assignment sheet in the infopakket which
+walks students through the process of measuring the station layout:
+De stationsplattegrond.

+

+

+
Submitting the measurements

+
New layouts can be submitted via the layout submit form. A verification e-mail will be sent
+to the submitter. The submitted measurements will be reviewed before they are
+made available on the website and via the API.

+

+

+
Accessing the data

+
The detector coordinates can be accessed via the API.
+These can, for example, be used when analysing data or when making a schematic
+drawing of the station layout.

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/status_display.html b/status_display.html
new file mode 100644
index 000000000..c6cd32e0d
--- /dev/null
+++ b/status_display.html
@@ -0,0 +1,191 @@
+
+
+
+  
+    
+    
+
+    Status Display Reference — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
Status Display Reference

+
Station Status Display

+
The Status Display provides webpages that display summaries of data measured
+by stations.

+
Contents:

+

+
+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file
diff --git a/status_display_views.html b/status_display_views.html
new file mode 100644
index 000000000..cebfd2b83
--- /dev/null
+++ b/status_display_views.html
@@ -0,0 +1,591 @@
+
+
+
+  
+    
+    
+
+    Status Display Views Reference — Public Database 0.4 documentation
+    
+    
+    
+    
+    
+    
+    
+    
+    
+     
+  
+      
+
+    

+      

+        

+          

+            
+  

+
Status Display Views Reference

+

+

+class LatestNetworkSummaryRedirectView(**kwargs)

+
Show most recent coincidence data page

+
Constructor. Called in the URLconf; can contain helpful extra
+keyword arguments, and other things.

+

+

+get_redirect_url(*args, **kwargs)

+
Return the URL redirect to. Keyword arguments from the URL pattern
+match generating the redirect request are provided as kwargs to this
+method.

+

+
+

+
+

+

+class LatestSummaryRedirectView(**kwargs)

+
Show most recent data for a particular station

+
Constructor. Called in the URLconf; can contain helpful extra
+keyword arguments, and other things.

+

+

+get_redirect_url(*args, **kwargs)

+
Return the URL redirect to. Keyword arguments from the URL pattern
+match generating the redirect request are provided as kwargs to this
+method.

+

+
+

+
+

+

+class NetworkSummaryDetailView(**kwargs)

+
Constructor. Called in the URLconf; can contain helpful extra
+keyword arguments, and other things.

+

+

+get_context_data(**kwargs)

+
Insert the single object into the context dict.

+

+
+

+

+get_object(queryset=None)

+
Get the object this request displays.

+

+
+

+

+get_queryset()

+
Return the QuerySet that will be used to look up the object.

+
This method is called by the default implementation of get_object() and
+may not be called if get_object() is overridden.

+

+
+

+

+http_method_names = ['get']

+

+
+

+

+nav_calendar()

+
Create a month calendar with links

+

+
+

+

+nav_months()

+
Create list of months with links

+

+
+

+

+nav_years()

+
Create list of previous years

+

+
+

+

+template_name = 'status_display/network_coincidences.html'

+

+
+

+
+

+

+class SummaryDetailView(**kwargs)

+
Constructor. Called in the URLconf; can contain helpful extra
+keyword arguments, and other things.

+

+

+get_context_data(**kwargs)

+
Insert the single object into the context dict.

+

+
+

+

+get_object(queryset=None)

+
Get the object this request displays.

+

+
+

+

+get_queryset()

+
Return the QuerySet that will be used to look up the object.

+
This method is called by the default implementation of get_object() and
+may not be called if get_object() is overridden.

+

+
+

+

+http_method_names = ['get']

+

+
+

+

+nav_calendar()

+
Create a month calendar with links

+

+
+

+

+nav_months()

+
Create list of months with links

+

+
+

+

+nav_years()

+
Create list of previous years

+

+
+

+

+template_name = 'status_display/station_data.html'

+

+
+

+
+

+

+create_plot_object(x_values, y_series, x_label, y_label)

+

+
+

+

+get_config_source(station_number, type)

+
Get configuration data for a specific station

+

+
Parameters:

+
    
+
  • station_number – station for which to get the configuration data.
    • 
+
  • type – the type of configuration data to get. The following
+are supported: voltage, current, gps, trigger.
    • 
+

+

+
Returns:

+
list of lists containing the configuration history.

+

+

+

+
+

+

+get_dataset_source(date, type, station_number)

+
Get a dataset for a specific date and station

+

+
Parameters:

+
    
+
  • date – the date for which to get the dataset.
    • 
+
  • type – the type of dataset to retrieve.
    • 
+
  • station_number – the station to which the data belongs.
    • 
+

+

+
Returns:

+
list of tuples containing (x, y) pairs.

+

+

+

+
+

+

+get_detector_timing_offsets(station_number)

+

+
+

+

+get_detector_timing_offsets_source(request, station_number)

+

+
+

+

+get_eventtime_histogram_sources(station_number, start, end)

+

+
+

+

+get_eventtime_source(request, station_number, start=None, end=None)

+
Get all eventtime data from start to end

+

+
+

+

+get_focus(country=None, cluster=None, subcluster=None)

+

+
+

+

+get_gpslocations(configs)

+
Get all valid GPS locations from the configs

+

+
+

+

+get_histogram_source(date, type, station_number=None)

+
Get histogram data for a specific date

+

+
Parameters:

+
    
+
  • date – the date for which to get the histogram data.
    • 
+
  • type – the type of histogram to retrieve.
    • 
+
  • station_number – if None a NetworkHistogram is looked for, otherwise
+a DailyHistogram for a specific station is looked for.
    • 
+

+

+
Returns:

+
list of tuples containing (bin, value) pairs.

+

+

+

+
+

+

+get_specific_config_source(request, station_number, type)

+

+
+

+

+get_specific_dataset_source(request, station_number, date, type)

+

+
+

+

+get_specific_histogram_source(request, station_number, date, type)

+
Get a station histogram for a specific date

+

+
+

+

+get_specific_network_histogram_source(request, date, type)

+

+
+

+

+get_station_layout_source(request, station_number)

+

+
+

+

+get_station_timing_offsets(ref_station_number, station_number)

+
Get all station timing offsets for a station pair

+

+
Parameters:

+
ref_station_number,station_number – station numbers.

+

+
Returns:

+
list of tuples with date, offset, and error.

+

+

+

+
+

+

+get_station_timing_offsets_source(request, ref_station_number, station_number)

+

+
+

+

+help(request)

+
Show the static help page

+

+
+

+

+none_to_nan(x)

+

+
+

+

+plot_config(type, configs)

+
Create a plot object from station configs

+

+
+

+

+plot_dataset(dataset)

+
Create a dataset plot object

+

+
+

+

+plot_histogram(histogram)

+
Create a histogram object

+

+
+

+

+plot_timing_offsets(station_number)

+
Create a plot object from station configs

+

+
+

+

+station_config(request, station_number)

+
Show configuration history for a particular station

+

+
+

+

+station_has_config(station)

+
Check if there is a valid configuration for the given station

+

+
Parameters:

+
station – Station object for which to check.

+

+
Returns:

+
boolean indicating if the station has a configuration available.

+

+

+

+
+

+

+station_has_data(station)

+
Check if there is valid event or weather data for the given station

+

+
Parameters:

+
station – Station object for which to check.

+

+
Returns:

+
boolean indicating if the station has recorded data, either
+weather or shower, between 2002 and now.

+

+

+

+
+

+

+station_latest(request, station_number)

+
Show daily histograms for a particular station

+

+
+

+

+station_status(request, station_number)

+
Show data status for a particular station

+

+
+

+

+stations(request)

+
Show the default station list

+

+
+

+

+stations_by_country(request)

+
Show a list of stations, ordered by country, cluster and subcluster

+

+
+

+

+stations_by_name(request)

+
Show a list of stations, ordered by station name

+

+
+

+

+stations_by_number(request)

+
Show a list of stations, ordered by number

+

+
+

+

+stations_by_status(request)

+
Show a list of stations, ordered by status

+

+
+

+

+stations_on_map(request, country=None, cluster=None, subcluster=None)

+
Show all stations from a subcluster on a map

+

+
+

+

+stations_with_data()

+
Get list of station numbers with valid event or weather data

+

+
Returns:

+
list with station numbers for stations that recorded data, either
+weather or shower, between 2004 and now.

+

+

+

+
+
Contents:

+

+

+

+
+
+            

+          

+        

+      

+      
+      

+    

+    
+    
+  
+
\ No newline at end of file

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diff --git a/.doctrees/station_layout.doctree b/.doctrees/station_layout.doctree
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zRZ{o*BTD3~7k{vm%dGM-M+_k8MDLe~Z&b7>o7cvo7DgaV3VRHls0rP|N0hB7N|qw6
zzyV!0v5^w6y&k4%=L_g^C-JHq*XJPm!_J4DefGoEh=Fn9+%k5rh@!iQ{D4o?$quA&
z&$Ql9od`>7Z1Acb-iEOXw_S7R@yVkY^4)(+_H|K8US!^)hcDt`LwM_o}_FT
zeiwC=;%U#iO2jAouq;A>43vAfm1{PmaRz9*$B-d^TPz-@um1y=Awkvq(Vu`U2Do=I
zVCe!vPkMP1fo==2%`~{zz!@TeN`G_vwulJxF_`_) and `Python
+`_. We'll show you how to do some neat things.
+How can you get a list of all |hisparc| stations in Denmark? What is the
+position of station 201? Which stations had data on 20 October 2010? How
+does the number of measured events change during a few weeks? This
+tutorial will give you an overview of some of possibilities with the
+|hisparc| |api|. For details on all available classes and methods,
+please see the :doc:`api`.
+
+.. note::
+
+    We'll require you to know some basic programming, i.e. to understand
+    what an :code:`if` statement is and :code:`for` loop does. If you
+    are new to coding you can try a tutorial online, for instance
+    `Codeacademy `_, we recommend learning
+    Python or jQuery.
+
+
+First look
+----------
+
+First we will just look at what this |api| is. The |api| can be accessed
+via the internet by opening urls. Instead of a website you get data as a
+response. This data is formatted as a JSON (JavaScript Object Notation),
+this format can be understood by many programming languages.
+
+To see what options the |api| has we will look at it in a browser. Open
+the following link in your browser (this will not work in Internet
+Explorer): `https://data.hisparc.nl/api/ `_.
+
+You should now see some text, like this:
+
+.. code-block:: javascript
+
+    {"base_url": "https://data.hisparc.nl/api/",
+     "clusters": "clusters/",
+     "clusters_in_country": "countries/{country_id}/",
+     "configuration": "station/{station_id}/config/{year}/{month}/{day}/",
+     "countries": "countries/",
+     "has_data": "station/{station_id}/data/{year}/{month}/{day}/",
+     ...
+     "subclusters_in_cluster": "clusters/{cluster_id}/"}
+
+This is the JSON, it is a dictionary (indicated by the :code:`{` and
+:code:`}` enclosing brackets): an object which has keys and values. Each
+key (:code:`"clusters"`, :code:`"has_data"`) refers to a value
+(:code:`"clusters/"`,
+:code:`"station/{station_id}/data/{year}/{month}/{day}/"`).
+
+
+Cluster list
+^^^^^^^^^^^^
+
+This tells us that if we want a list of all clusters we need to use the
+clusters option by appending :code:`"clusters/"` to the base url,
+resulting in the following:
+`https://data.hisparc.nl/api/clusters/ `_.
+
+With this result:
+
+.. code-block:: javascript
+
+    [{"name": "Amsterdam",
+      "number": 0},
+     {"name": "Utrecht",
+      "number": 1000},
+     ...
+     {"name": "Karlsruhe",
+      "number": 70000}]
+
+This JSON is a list (indicated by the :code:`[` and :code:`]` enclosing
+brackets) of dictionaries, one for each cluster. Each dictionary
+contains the name and number of a cluster. This way information about
+the network of stations can be retrieved.
+
+
+Javascript example
+------------------
+
+The following code example will generate a webpage which will use the
+|api| to get an up-to-date list of stations. It will then show a
+drop-down menu from which a station can be selected, once you have
+chosen a station you can click the :code:`Get info` button to make
+Javascript get the station information. To try this you can either use
+this example page: `jsFiddle `_ or create
+your own HTML file with this code:
+
+.. code-block:: html
+
+    
+    
+    
+    
+    
+    
+