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@khliland
khliland committed Nov 22, 2023
1 parent 6d8cd62 commit 038fd94
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2 changes: 1 addition & 1 deletion D2Dbook/2_Data_sources/3_APIs/downloads/weather.json
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"clouds": {
"all": 100
},
"dt": 1700679524,
"dt": 1700680108,
"sys": {
"type": 2,
"id": 2006772,
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108 changes: 26 additions & 82 deletions D2Dbook/5_Deployment/3_Dashboard_design/2_Colours_symbols.ipynb
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4 changes: 2 additions & 2 deletions D2Dbook/_build/html/2_Data_sources/1_Formats/2_Data_formats.html
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6 changes: 4 additions & 2 deletions D2Dbook/_build/html/2_Data_sources/1_Formats/3_Streaming_data.html
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Expand Up @@ -557,8 +557,10 @@ <h2>Live reading of Twitch chat<a class="headerlink" href="#live-reading-of-twit
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;dt&#39;: datetime.datetime(2023, 11, 22, 19, 58, 18, 130980), &#39;channel&#39;: &#39;zackrawrr&#39;, &#39;username&#39;: &#39;squexence&#39;, &#39;msg&#39;: &quot;Mak&#39;gora baiting should be permaban, no honor in it&quot;}
{&#39;dt&#39;: datetime.datetime(2023, 11, 22, 19, 58, 18, 130980), &#39;channel&#39;: &#39;zackrawrr&#39;, &#39;username&#39;: &#39;brusann&#39;, &#39;msg&#39;: &#39;agree, ban&#39;}
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;dt&#39;: datetime.datetime(2023, 11, 22, 20, 12, 16, 404381), &#39;channel&#39;: &#39;zackrawrr&#39;, &#39;username&#39;: &#39;mkultra521&#39;, &#39;msg&#39;: &#39;THE DEFIAS BROTHERHOOD&#39;}
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;dt&#39;: datetime.datetime(2023, 11, 22, 20, 12, 16, 999604), &#39;channel&#39;: &#39;zackrawrr&#39;, &#39;username&#39;: &#39;cluosion&#39;, &#39;msg&#39;: &#39;train also isnt the ceo&#39;}
Puh, that&#39;s enough!
</pre></div>
</div>
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30 changes: 15 additions & 15 deletions D2Dbook/_build/html/2_Data_sources/2_Databases/3_Cassandra.html
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Expand Up @@ -557,7 +557,7 @@ <h3>Keyspace<a class="headerlink" href="#keyspace" title="Permalink to this head
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x1044bccd0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x10670bb50&gt;
</pre></div>
</div>
</div>
Expand All @@ -578,7 +578,7 @@ <h3>Create a table<a class="headerlink" href="#create-a-table" title="Permalink
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x103b271d0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x1067e60d0&gt;
</pre></div>
</div>
</div>
Expand All @@ -596,7 +596,7 @@ <h3>Inserting and reading data<a class="headerlink" href="#inserting-and-reading
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x10565bed0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x10770f050&gt;
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -686,7 +686,7 @@ <h2>Cassandra filtering<a class="headerlink" href="#cassandra-filtering" title="
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x103afcbd0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x1079305d0&gt;
</pre></div>
</div>
</div>
Expand All @@ -702,7 +702,7 @@ <h2>Cassandra filtering<a class="headerlink" href="#cassandra-filtering" title="
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x10565b7d0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x107f3f590&gt;
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -759,7 +759,7 @@ <h3>Unique IDs<a class="headerlink" href="#unique-ids" title="Permalink to this
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x104a74fd0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x1066d9210&gt;
</pre></div>
</div>
</div>
Expand All @@ -773,7 +773,7 @@ <h3>Unique IDs<a class="headerlink" href="#unique-ids" title="Permalink to this
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x1056b43d0&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x107f4cfd0&gt;
</pre></div>
</div>
</div>
Expand All @@ -792,12 +792,12 @@ <h3>Unique IDs<a class="headerlink" href="#unique-ids" title="Permalink to this
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Row(id=UUID(&#39;1c631150-8969-11ee-9d44-1198bb0571f3&#39;), company=&#39;Oldsmobile&#39;, model=&#39;Model 6C&#39;, price=135000.0)
Datetime: 2023-11-22 18:58:23.589000
Row(id=UUID(&#39;1c62ea40-8969-11ee-9d44-1198bb0571f3&#39;), company=&#39;Tesla&#39;, model=&#39;Model S&#39;, price=21000.0)
Datetime: 2023-11-22 18:58:23.588000
Row(id=UUID(&#39;1c629c20-8969-11ee-9d44-1198bb0571f3&#39;), company=&#39;Tesla&#39;, model=&#39;Model S&#39;, price=20000.0)
Datetime: 2023-11-22 18:58:23.586000
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Row(id=UUID(&#39;106a1e00-896b-11ee-9d44-1198bb0571f3&#39;), company=&#39;Tesla&#39;, model=&#39;Model S&#39;, price=20000.0)
Datetime: 2023-11-22 19:12:22.496000
Row(id=UUID(&#39;106a9330-896b-11ee-9d44-1198bb0571f3&#39;), company=&#39;Oldsmobile&#39;, model=&#39;Model 6C&#39;, price=135000.0)
Datetime: 2023-11-22 19:12:22.499000
Row(id=UUID(&#39;106a6c20-896b-11ee-9d44-1198bb0571f3&#39;), company=&#39;Tesla&#39;, model=&#39;Model S&#39;, price=21000.0)
Datetime: 2023-11-22 19:12:22.498000
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -852,7 +852,7 @@ <h2>Raw JSON<a class="headerlink" href="#raw-json" title="Permalink to this head
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x105655550&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x107efc3d0&gt;
</pre></div>
</div>
</div>
Expand All @@ -866,7 +866,7 @@ <h3>Insert the forecast data into the table as text blob<a class="headerlink" hr
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x105e71f90&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;cassandra.cluster.ResultSet at 0x10794ec90&gt;
</pre></div>
</div>
</div>
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65 changes: 35 additions & 30 deletions D2Dbook/_build/html/2_Data_sources/2_Databases/4_Spark.html
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Expand Up @@ -563,20 +563,20 @@ <h2>Spark and Cassandra<a class="headerlink" href="#spark-and-cassandra" title="
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Ivy Default Cache set to: /Users/kristian/.ivy2/cache
The jars for the packages stored in: /Users/kristian/.ivy2/jars
com.datastax.spark#spark-cassandra-connector_2.12 added as a dependency
:: resolving dependencies :: org.apache.spark#spark-submit-parent-0930482c-1a62-4e1c-beb9-5e70dcb5feb6;1.0
:: resolving dependencies :: org.apache.spark#spark-submit-parent-7fe030ce-f5ee-41ce-b608-b13de9d6c02d;1.0
confs: [default]
found com.datastax.spark#spark-cassandra-connector_2.12;3.4.1 in central
found com.datastax.spark#spark-cassandra-connector-driver_2.12;3.4.1 in central
found org.scala-lang.modules#scala-collection-compat_2.12;2.11.0 in central
found com.datastax.oss#java-driver-core-shaded;4.13.0 in central
found com.datastax.oss#native-protocol;1.5.0 in central
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> found com.datastax.oss#native-protocol;1.5.0 in central
found com.datastax.oss#java-driver-shaded-guava;25.1-jre-graal-sub-1 in central
found com.typesafe#config;1.4.1 in central
found org.slf4j#slf4j-api;1.7.26 in central
found io.dropwizard.metrics#metrics-core;4.1.18 in central
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> found org.hdrhistogram#HdrHistogram;2.1.12 in central
found org.hdrhistogram#HdrHistogram;2.1.12 in central
found org.reactivestreams#reactive-streams;1.0.3 in central
found com.github.stephenc.jcip#jcip-annotations;1.0-1 in central
found com.github.spotbugs#spotbugs-annotations;3.1.12 in central
Expand All @@ -586,7 +586,9 @@ <h2>Spark and Cassandra<a class="headerlink" href="#spark-and-cassandra" title="
found org.apache.commons#commons-lang3;3.10 in central
found com.thoughtworks.paranamer#paranamer;2.8 in central
found org.scala-lang#scala-reflect;2.12.11 in central
:: resolution report :: resolve 296ms :: artifacts dl 22ms
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>:: resolution report :: resolve 425ms :: artifacts dl 13ms
:: modules in use:
com.datastax.oss#java-driver-core-shaded;4.13.0 from central in [default]
com.datastax.oss#java-driver-mapper-runtime;4.13.0 from central in [default]
Expand All @@ -613,13 +615,13 @@ <h2>Spark and Cassandra<a class="headerlink" href="#spark-and-cassandra" title="
---------------------------------------------------------------------
| default | 19 | 0 | 0 | 0 || 19 | 0 |
---------------------------------------------------------------------
:: retrieving :: org.apache.spark#spark-submit-parent-0930482c-1a62-4e1c-beb9-5e70dcb5feb6
:: retrieving :: org.apache.spark#spark-submit-parent-7fe030ce-f5ee-41ce-b608-b13de9d6c02d
confs: [default]
0 artifacts copied, 19 already retrieved (0kB/15ms)
0 artifacts copied, 19 already retrieved (0kB/9ms)
23/11/22 20:12:27 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>23/11/22 19:58:27 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
Setting default log level to &quot;WARN&quot;.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Setting default log level to &quot;WARN&quot;.
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
</pre></div>
</div>
Expand Down Expand Up @@ -713,8 +715,8 @@ <h3><a class="reference external" href="https://spark.apache.org/docs/latest/api
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>+--------------------+-------+-------+-------+
| id|company| model| price|
+--------------------+-------+-------+-------+
|1c629c20-8969-11e...| Tesla|Model S|20000.0|
|1c62ea40-8969-11e...| Tesla|Model S|21000.0|
|106a6c20-896b-11e...| Tesla|Model S|21000.0|
|106a1e00-896b-11e...| Tesla|Model S|20000.0|
+--------------------+-------+-------+-------+
</pre></div>
</div>
Expand All @@ -731,8 +733,8 @@ <h3><a class="reference external" href="https://spark.apache.org/docs/latest/api
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>+--------------------+-------+-------+-------+
| id|company| model| price|
+--------------------+-------+-------+-------+
|1c629c20-8969-11e...| Tesla|Model S|20000.0|
|1c62ea40-8969-11e...| Tesla|Model S|21000.0|
|106a6c20-896b-11e...| Tesla|Model S|21000.0|
|106a1e00-896b-11e...| Tesla|Model S|20000.0|
+--------------------+-------+-------+-------+
</pre></div>
</div>
Expand Down Expand Up @@ -773,25 +775,25 @@ <h3><a class="reference external" href="https://spark.apache.org/docs/latest/api
<tbody>
<tr>
<th>0</th>
<td>1c631150-8969-11ee-9d44-1198bb0571f3</td>
<td>Oldsmobile</td>
<td>Model 6C</td>
<td>135000.0</td>
</tr>
<tr>
<th>1</th>
<td>1c62ea40-8969-11ee-9d44-1198bb0571f3</td>
<td>106a6c20-896b-11ee-9d44-1198bb0571f3</td>
<td>Tesla</td>
<td>Model S</td>
<td>21000.0</td>
</tr>
<tr>
<th>2</th>
<td>1c629c20-8969-11ee-9d44-1198bb0571f3</td>
<th>1</th>
<td>106a1e00-896b-11ee-9d44-1198bb0571f3</td>
<td>Tesla</td>
<td>Model S</td>
<td>20000.0</td>
</tr>
<tr>
<th>2</th>
<td>106a9330-896b-11ee-9d44-1198bb0571f3</td>
<td>Oldsmobile</td>
<td>Model 6C</td>
<td>135000.0</td>
</tr>
</tbody>
</table>
</div></div></div>
Expand Down Expand Up @@ -832,17 +834,17 @@ <h3><a class="reference external" href="https://spark.apache.org/docs/latest/api
<tbody>
<tr>
<th>0</th>
<td>1c629c20-8969-11ee-9d44-1198bb0571f3</td>
<td>106a6c20-896b-11ee-9d44-1198bb0571f3</td>
<td>Tesla</td>
<td>Model S</td>
<td>20000.0</td>
<td>21000.0</td>
</tr>
<tr>
<th>1</th>
<td>1c62ea40-8969-11ee-9d44-1198bb0571f3</td>
<td>106a1e00-896b-11ee-9d44-1198bb0571f3</td>
<td>Tesla</td>
<td>Model S</td>
<td>21000.0</td>
<td>20000.0</td>
</tr>
</tbody>
</table>
Expand Down Expand Up @@ -883,7 +885,7 @@ <h3><a class="reference external" href="https://spark.apache.org/docs/latest/api
<tbody>
<tr>
<th>0</th>
<td>1c62ea40-8969-11ee-9d44-1198bb0571f3</td>
<td>106a6c20-896b-11ee-9d44-1198bb0571f3</td>
<td>Tesla</td>
<td>Model S</td>
<td>21000.0</td>
Expand Down Expand Up @@ -1017,7 +1019,10 @@ <h3>Write data to Cassandra<a class="headerlink" href="#write-data-to-cassandra"
<div class="cell_output docutils container">
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[Stage 23:&gt; (0 + 10) / 10]


[Stage 23:=====&gt; (1 + 9) / 10]
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
</pre></div>
</div>
</div>
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2 changes: 1 addition & 1 deletion D2Dbook/_build/html/2_Data_sources/3_APIs/3_OpenWeatherMap.html
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Expand Up @@ -550,7 +550,7 @@ <h2>Request current weather in chosen city<a class="headerlink" href="#request-c
</div>
</div>
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;coord&#39;: {&#39;lon&#39;: 10.8358, &#39;lat&#39;: 59.7195}, &#39;weather&#39;: [{&#39;id&#39;: 804, &#39;main&#39;: &#39;Clouds&#39;, &#39;description&#39;: &#39;overcast clouds&#39;, &#39;icon&#39;: &#39;04n&#39;}], &#39;base&#39;: &#39;stations&#39;, &#39;main&#39;: {&#39;temp&#39;: 278.4, &#39;feels_like&#39;: 275.82, &#39;temp_min&#39;: 276.18, &#39;temp_max&#39;: 279.86, &#39;pressure&#39;: 996, &#39;humidity&#39;: 96, &#39;sea_level&#39;: 996, &#39;grnd_level&#39;: 979}, &#39;visibility&#39;: 10000, &#39;wind&#39;: {&#39;speed&#39;: 3.19, &#39;deg&#39;: 226, &#39;gust&#39;: 10.34}, &#39;clouds&#39;: {&#39;all&#39;: 100}, &#39;dt&#39;: 1700679524, &#39;sys&#39;: {&#39;type&#39;: 2, &#39;id&#39;: 2006772, &#39;country&#39;: &#39;NO&#39;, &#39;sunrise&#39;: 1700638127, &#39;sunset&#39;: 1700663814}, &#39;timezone&#39;: 3600, &#39;id&#39;: 3139081, &#39;name&#39;: &#39;Ski&#39;, &#39;cod&#39;: 200}
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Expand Up @@ -563,7 +563,7 @@ <h2>Signal-to-Noise Ratio (SNR)<a class="headerlink" href="#signal-to-noise-rati
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Date and time is: 2023-11-22 19:59:15.180221
Timestamp is: 1700679555.180221
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Date and time is: 2023-11-22 20:13:17.209854
Timestamp is: 1700680397.209854
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>An arbitrary format: 22/11-2023 19:59:15
Reformatted to the standard: 2023-11-22 19:59:15
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>An arbitrary format: 22/11-2023 20:13:17
Reformatted to the standard: 2023-11-22 20:13:17
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