<!--
  ~ Licensed to the Apache Software Foundation (ASF) under one or more
  ~ contributor license agreements.  See the NOTICE file distributed with
  ~ this work for additional information regarding copyright ownership.
  ~ The ASF licenses this file to You under the Apache License, Version 2.0
  ~ (the "License"); you may not use this file except in compliance with
  ~ the License.  You may obtain a copy of the License at
  ~
  ~    http://www.apache.org/licenses/LICENSE-2.0
  ~
  ~ Unless required by applicable law or agreed to in writing, software
  ~ distributed under the License is distributed on an "AS IS" BASIS,
  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  ~ See the License for the specific language governing permissions and
  ~ limitations under the License.
  ~
-->

<!-- Elements added to main will be displayed on all pages -->

<!doctype html>
<html lang="en" class="no-js">
  <head>
    
      <meta charset="utf-8">
      <meta name="viewport" content="width=device-width,initial-scale=1">
      
        <meta name="description" content="Python library for Apache StreamPipes">
      
      
        <meta name="author" content="Apache Software Foundation (ASF)">
      
      
        <link rel="canonical" href="https://streampipes.apache.org/docs/docs/python/latest/latest/reference/client/client/">
      
      
        <link rel="prev" href="../../../tutorials/4-using-online-machine-learning-on-a-streampipes-data-stream/">
      
      
        <link rel="next" href="../config/">
      
      <link rel="icon" href="https://streampipes.apache.org/img/favicon/favicon.png">
      <meta name="generator" content="mkdocs-1.4.2, mkdocs-material-9.1.3">
    
    
        <title>Client - Apache StreamPipes Python</title>
      
    
      <link rel="stylesheet" href="../../../assets/stylesheets/main.c4a75a56.min.css">
      
        
        <link rel="stylesheet" href="../../../assets/stylesheets/palette.a0c5b2b5.min.css">
      
      
      <link rel="stylesheet" href="../../../assets/_mkdocstrings.css">
    
      <link rel="stylesheet" href="../../../stylesheets/extra.css">
    
    <script>__md_scope=new URL("../../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
    
      
  <!--
  ~ Licensed to the Apache Software Foundation (ASF) under one or more
  ~ contributor license agreements.  See the NOTICE file distributed with
  ~ this work for additional information regarding copyright ownership.
  ~ The ASF licenses this file to You under the Apache License, Version 2.0
  ~ (the "License"); you may not use this file except in compliance with
  ~ the License.  You may obtain a copy of the License at
  ~
  ~    http://www.apache.org/licenses/LICENSE-2.0
  ~
  ~ Unless required by applicable law or agreed to in writing, software
  ~ distributed under the License is distributed on an "AS IS" BASIS,
  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  ~ See the License for the specific language governing permissions and
  ~ limitations under the License.
  ~
-->
<script>
    var _paq = window._paq = window._paq || [];
    /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
    /* We explicitly disable cookie tracking to avoid privacy issues */
    _paq.push(['disableCookies']);
    /* Measure a visit to flink.apache.org and nightlies.apache.org/flink as the same visit */
    _paq.push(['trackPageView']);
    _paq.push(['enableLinkTracking']);
    (function () {
        var u = "//analytics.apache.org/";
        _paq.push(['setTrackerUrl', u + 'matomo.php']);
        _paq.push(['setSiteId', '35']);
        var d = document, g = d.createElement('script'), s = d.getElementsByTagName('script')[0];
        g.async = true;
        g.src = u + 'matomo.js';
        s.parentNode.insertBefore(g, s);
    })();
</script>

  
    <script>"undefined"!=typeof __md_analytics&&__md_analytics()</script>
  

  </head>
  
  
    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="" data-md-color-accent="">
  
    
    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
    <label class="md-overlay" for="__drawer"></label>
    <div data-md-component="skip">
      
        
        <a href="#streampipes.client.client" class="md-skip">
          Skip to content
        </a>
      
    </div>
    <div data-md-component="announce">
      
    </div>
    
      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
        
      </div>
    
    
<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
  <nav class="md-header__inner md-grid" aria-label="Header">
    <a href="https://streampipes.apache.org/" title="Apache StreamPipes Python" class="md-header__button md-logo" aria-label="Apache StreamPipes Python" data-md-component="logo">
      
  <img src="https://streampipes.apache.org/img/sp-logo-white-right.png" alt="logo">

    </a>
    <label class="md-header__button md-icon" for="__drawer">
      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
    </label>
    <div class="md-header__title" data-md-component="header-title">
      <div class="md-header__ellipsis">
        <div class="md-header__topic">
          <span class="md-ellipsis">
            Apache StreamPipes Python
          </span>
        </div>
        <div class="md-header__topic" data-md-component="header-topic">
          <span class="md-ellipsis">
            
              Client
            
          </span>
        </div>
      </div>
    </div>
    
    
      <label class="md-header__button md-icon" for="__search">
        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
      </label>
      <div class="md-search" data-md-component="search" role="dialog">
  <label class="md-search__overlay" for="__search"></label>
  <div class="md-search__inner" role="search">
    <form class="md-search__form" name="search">
      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
      <label class="md-search__icon md-icon" for="__search">
        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
      </label>
      <nav class="md-search__options" aria-label="Search">
        
        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z"/></svg>
        </button>
      </nav>
      
    </form>
    <div class="md-search__output">
      <div class="md-search__scrollwrap" data-md-scrollfix>
        <div class="md-search-result" data-md-component="search-result">
          <div class="md-search-result__meta">
            Initializing search
          </div>
          <ol class="md-search-result__list" role="presentation"></ol>
        </div>
      </div>
    </div>
  </div>
</div>
    
    
      <div class="md-header__source">
        <a href="https://github.com/apache/streampipes" title="Go to repository" class="md-source" data-md-component="source">
  <div class="md-source__icon md-icon">
    
    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.3.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
  </div>
  <div class="md-source__repository">
    apache/streampipes
  </div>
</a>
      </div>
    
  </nav>
  
    
<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
  <div class="md-grid">
    <ul class="md-tabs__list">
      
        
  <li class="md-tabs__item">
    <a href="../../.." class="md-tabs__link">
      🏡 Home
    </a>
  </li>

      
    <li class="md-tabs__item">
      <a href="../../../getting-started/first-steps/" class="md-tabs__link">
        🚀 Getting Started
      </a>
    </li>
  

    <li class="md-tabs__item">
      <a href="../../../tutorials/1-introduction-to-streampipes-python-client/" class="md-tabs__link">
        🤓 Tutorials
      </a>
    </li>
  

    <li class="md-tabs__item">
      <a href="./" class="md-tabs__link md-tabs__link--active">
        📚 Reference
      </a>
    </li>
  

    </ul>
  </div>
</nav>
    
  
</header>
    
    <div class="md-container" data-md-component="container">
      
      
      <main class="md-main" data-md-component="main">
        <div class="md-main__inner md-grid">
          
            
              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
                <div class="md-sidebar__scrollwrap">
                  <div class="md-sidebar__inner">
                    

<nav class="md-nav md-nav--primary md-nav--lifted" aria-label="Navigation" data-md-level="0">
  <label class="md-nav__title" for="__drawer">
    <a href="https://streampipes.apache.org/" title="Apache StreamPipes Python" class="md-nav__button md-logo" aria-label="Apache StreamPipes Python" data-md-component="logo">
      
  <img src="https://streampipes.apache.org/img/sp-logo-white-right.png" alt="logo">

    </a>
    Apache StreamPipes Python
  </label>
  
    <div class="md-nav__source">
      <a href="https://github.com/apache/streampipes" title="Go to repository" class="md-source" data-md-component="source">
  <div class="md-source__icon md-icon">
    
    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.3.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
  </div>
  <div class="md-source__repository">
    apache/streampipes
  </div>
</a>
    </div>
  
  <ul class="md-nav__list" data-md-scrollfix>
    
      
    <li class="md-nav__item">
      <a href="../../.." class="md-nav__link">
        🏡 Home
      </a>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
      
      
        <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="0">
          🚀 Getting Started
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_2">
          <span class="md-nav__icon md-icon"></span>
          🚀 Getting Started
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../../getting-started/first-steps/" class="md-nav__link">
        First Steps
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../../getting-started/developing/" class="md-nav__link">
        Developing & Contributing
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../../getting-started/quickstart/" class="md-nav__link">
        Quickstart
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
      
      
        <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
          🤓 Tutorials
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_3">
          <span class="md-nav__icon md-icon"></span>
          🤓 Tutorials
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../../tutorials/1-introduction-to-streampipes-python-client/" class="md-nav__link">
        Introduction to StreamPipes Python
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../../tutorials/2-extracting-data-from-the-streampipes-data-lake/" class="md-nav__link">
        Extracting Data from the StreamPipes data lake
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../../tutorials/3-getting-live-data-from-the-streampipes-data-stream/" class="md-nav__link">
        Getting live data from the StreamPipes data stream
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../../tutorials/4-using-online-machine-learning-on-a-streampipes-data-stream/" class="md-nav__link">
        Using Online Machine Learning on a StreamPipes data stream
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
      
      
        <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
          📚 Reference
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
        <label class="md-nav__title" for="__nav_4">
          <span class="md-nav__icon md-icon"></span>
          📚 Reference
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_1" checked>
      
      
        <label class="md-nav__link" for="__nav_4_1" id="__nav_4_1_label" tabindex="0">
          Client
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="true">
        <label class="md-nav__title" for="__nav_4_1">
          <span class="md-nav__icon md-icon"></span>
          Client
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item md-nav__item--active">
      
      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
      
      
        <label class="md-nav__link md-nav__link--active" for="__toc">
          Client
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <a href="./" class="md-nav__link md-nav__link--active">
        Client
      </a>
      
        
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  
  
    <label class="md-nav__title" for="__toc">
      <span class="md-nav__icon md-icon"></span>
      Table of contents
    </label>
    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
      
        <li class="md-nav__item">
  <a href="#streampipes.client.client" class="md-nav__link">
    streampipes.client.client
  </a>
  
</li>
      
        <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient" class="md-nav__link">
    StreamPipesClient
  </a>
  
    <nav class="md-nav" aria-label="StreamPipesClient">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.base_api_path" class="md-nav__link">
    base_api_path
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.http_headers" class="md-nav__link">
    http_headers
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.create" class="md-nav__link">
    create()
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.describe" class="md-nav__link">
    describe()
  </a>
  
</li>
        
      </ul>
    </nav>
  
</li>
      
    </ul>
  
</nav>
      
    </li>
  

    <li class="md-nav__item">
      <a href="../config/" class="md-nav__link">
        Config
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../credential_provider/" class="md-nav__link">
        Credential provider
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" >
      
      
        <label class="md-nav__link" for="__nav_4_2" id="__nav_4_2_label" tabindex="0">
          Endpoint
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_2">
          <span class="md-nav__icon md-icon"></span>
          Endpoint
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../endpoint/endpoint/" class="md-nav__link">
        Endpoint
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../endpoint/exceptions/" class="md-nav__link">
        Exceptions
      </a>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2_3" >
      
      
        <label class="md-nav__link" for="__nav_4_2_3" id="__nav_4_2_3_label" tabindex="0">
          Api
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_2_3_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_2_3">
          <span class="md-nav__icon md-icon"></span>
          Api
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../endpoint/api/data_lake_measure/" class="md-nav__link">
        Data lake measure
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../endpoint/api/data_stream/" class="md-nav__link">
        Data stream
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_3" >
      
      
        <label class="md-nav__link" for="__nav_4_3" id="__nav_4_3_label" tabindex="0">
          Function zoo
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_3_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_3">
          <span class="md-nav__icon md-icon"></span>
          Function zoo
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../function_zoo/river_function/" class="md-nav__link">
        River function
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_4" >
      
      
        <label class="md-nav__link" for="__nav_4_4" id="__nav_4_4_label" tabindex="0">
          Functions
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_4_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_4">
          <span class="md-nav__icon md-icon"></span>
          Functions
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../functions/function_handler/" class="md-nav__link">
        Function handler
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/registration/" class="md-nav__link">
        Registration
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/streampipes_function/" class="md-nav__link">
        Streampipes function
      </a>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_4_4" >
      
      
        <label class="md-nav__link" for="__nav_4_4_4" id="__nav_4_4_4_label" tabindex="0">
          Broker
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_4_4_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_4_4">
          <span class="md-nav__icon md-icon"></span>
          Broker
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../functions/broker/broker/" class="md-nav__link">
        Broker
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/broker/broker_handler/" class="md-nav__link">
        Broker handler
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/broker/kafka_broker/" class="md-nav__link">
        Kafka broker
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/broker/kafka_message_fetcher/" class="md-nav__link">
        Kafka message fetcher
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/broker/nats_broker/" class="md-nav__link">
        Nats broker
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/broker/output_collector/" class="md-nav__link">
        Output collector
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_4_5" >
      
      
        <label class="md-nav__link" for="__nav_4_4_5" id="__nav_4_4_5_label" tabindex="0">
          Utils
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_4_5_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_4_5">
          <span class="md-nav__icon md-icon"></span>
          Utils
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../functions/utils/async_iter_handler/" class="md-nav__link">
        Async iter handler
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/utils/data_stream_context/" class="md-nav__link">
        Data stream context
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/utils/data_stream_generator/" class="md-nav__link">
        Data stream generator
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../functions/utils/function_context/" class="md-nav__link">
        Function context
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5" >
      
      
        <label class="md-nav__link" for="__nav_4_5" id="__nav_4_5_label" tabindex="0">
          Model
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_5_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_5">
          <span class="md-nav__icon md-icon"></span>
          Model
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../model/common/" class="md-nav__link">
        Common
      </a>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5_2" >
      
      
        <label class="md-nav__link" for="__nav_4_5_2" id="__nav_4_5_2_label" tabindex="0">
          Container
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_5_2_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_5_2">
          <span class="md-nav__icon md-icon"></span>
          Container
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../model/container/data_lake_measures/" class="md-nav__link">
        Data lake measures
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/container/data_streams/" class="md-nav__link">
        Data streams
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/container/resource_container/" class="md-nav__link">
        Resource container
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

    <li class="md-nav__item md-nav__item--nested">
      
      
      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_5_3" >
      
      
        <label class="md-nav__link" for="__nav_4_5_3" id="__nav_4_5_3_label" tabindex="0">
          Resource
          <span class="md-nav__icon md-icon"></span>
        </label>
      
      <nav class="md-nav" data-md-level="3" aria-labelledby="__nav_4_5_3_label" aria-expanded="false">
        <label class="md-nav__title" for="__nav_4_5_3">
          <span class="md-nav__icon md-icon"></span>
          Resource
        </label>
        <ul class="md-nav__list" data-md-scrollfix>
          
            
    <li class="md-nav__item">
      <a href="../../model/resource/data_lake_measure/" class="md-nav__link">
        Data lake measure
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/resource/data_lake_series/" class="md-nav__link">
        Data lake series
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/resource/data_stream/" class="md-nav__link">
        Data stream
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/resource/function_definition/" class="md-nav__link">
        Function definition
      </a>
    </li>
  

    <li class="md-nav__item">
      <a href="../../model/resource/resource/" class="md-nav__link">
        Resource
      </a>
    </li>
  

        </ul>
      </nav>
    </li>
  

        </ul>
      </nav>
    </li>
  

        </ul>
      </nav>
    </li>
  

  </ul>
</nav>
                  </div>
                </div>
              </div>
            
            
              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
                <div class="md-sidebar__scrollwrap">
                  <div class="md-sidebar__inner">
                    

<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
  
  
    <label class="md-nav__title" for="__toc">
      <span class="md-nav__icon md-icon"></span>
      Table of contents
    </label>
    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
      
        <li class="md-nav__item">
  <a href="#streampipes.client.client" class="md-nav__link">
    streampipes.client.client
  </a>
  
</li>
      
        <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient" class="md-nav__link">
    StreamPipesClient
  </a>
  
    <nav class="md-nav" aria-label="StreamPipesClient">
      <ul class="md-nav__list">
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.base_api_path" class="md-nav__link">
    base_api_path
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.http_headers" class="md-nav__link">
    http_headers
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.create" class="md-nav__link">
    create()
  </a>
  
</li>
        
          <li class="md-nav__item">
  <a href="#streampipes.client.client.StreamPipesClient.describe" class="md-nav__link">
    describe()
  </a>
  
</li>
        
      </ul>
    </nav>
  
</li>
      
    </ul>
  
</nav>
                  </div>
                </div>
              </div>
            
          
            <div class="md-content" data-md-component="content">
              <article class="md-content__inner md-typeset">
                
                  
  <h1>Client</h1>

<div class="doc doc-object doc-module">


<a id="streampipes.client.client"></a>
  <div class="doc doc-contents first">
  
      <p>Implementation of the StreamPipes client.
The client is designed as the central point of interaction with the StreamPipes API and
provides all functionalities to communicate with the API.</p>

  
  <div class="doc doc-children">


<div class="doc doc-object doc-class">


<h2 id="streampipes.client.client.StreamPipesClient" class="doc doc-heading">
<code class="highlight language-python"><span class="n">StreamPipesClient</span><span class="p">(</span><span class="n">client_config</span><span class="p">,</span> <span class="n">logging_level</span><span class="o">=</span><span class="n">logging</span><span class="o">.</span><span class="n">INFO</span><span class="p">)</span></code>

<a href="#streampipes.client.client.StreamPipesClient" class="headerlink" title="Permanent link">&para;</a></h2>


  <div class="doc doc-contents ">

  
      <p>The client to connect to StreamPipes.</p>
<p>This is the central point of contact with StreamPipes and
provides all the functionalities to interact with it.</p>
<p>The client provides so-called "endpoints" each of which refers to
an endpoint of the StreamPipes API, e.g. <code>.dataLakeMeasureApi</code>.
An <a class="autorefs autorefs-internal" href="../../endpoint/endpoint/#streampipes.endpoint.endpoint">endpoint</a> provides the actual methods to interact with StreamPipes
API.</p>

  <table>
    <thead>
      <tr>
        <th><b>PARAMETER</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td><code>client_config</code></td>
          <td class="doc-param-details">
            <p>Configures the client to connect properly to the StreamPipes instance.</p>
            <p>
                <span class="doc-param-annotation">
                  <b>TYPE:</b>
                    <code><a class="autorefs autorefs-internal" title="streampipes.client.config.StreamPipesClientConfig" href="../config/#streampipes.client.config.StreamPipesClientConfig">StreamPipesClientConfig</a></code>
                </span>
            </p>
          </td>
        </tr>
        <tr>
          <td><code>logging_level</code></td>
          <td class="doc-param-details">
            <p>Influences the log messages emitted by the <code>StreamPipesClient</code></p>
            <p>
                <span class="doc-param-annotation">
                  <b>TYPE:</b>
                    <code><span title="typing.Optional">Optional</span>[int]</code>
                </span>
                <span class="doc-param-default">
                  <b>DEFAULT:</b> 
                    <code>logging.INFO</code>
                </span>
            </p>
          </td>
        </tr>
    </tbody>
  </table>

  <table>
    <thead>
      <tr>
        <th><b>ATTRIBUTE</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td><code>dataLakeMeasureApi</code></td>
          <td class="doc-attribute-details">
            <p>Instance of the data lake measure endpoint</p>
            <p>
                <span class="doc-attribute-annotation">
                  <b>TYPE:</b>
                    <code><a class="autorefs autorefs-internal" title="streampipes.endpoint.api.DataLakeMeasureEndpoint" href="../../endpoint/api/data_lake_measure/#streampipes.endpoint.api.data_lake_measure.DataLakeMeasureEndpoint">DataLakeMeasureEndpoint</a></code>
                </span>
            </p>
          </td>
        </tr>
        <tr>
          <td><code>dataStreamApi</code></td>
          <td class="doc-attribute-details">
            <p>Instance of the data stream endpoint</p>
            <p>
                <span class="doc-attribute-annotation">
                  <b>TYPE:</b>
                    <code><a class="autorefs autorefs-internal" title="streampipes.endpoint.api.DataStreamEndpoint" href="../../endpoint/api/data_stream/#streampipes.endpoint.api.data_stream.DataStreamEndpoint">DataStreamEndpoint</a></code>
                </span>
            </p>
          </td>
        </tr>
    </tbody>
  </table>

<p><strong>Examples:</strong></p>
    <div class="language-python highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">streampipes.client</span> <span class="kn">import</span> <span class="n">StreamPipesClient</span>
<span class="kn">from</span> <span class="nn">streampipes.client.config</span> <span class="kn">import</span> <span class="n">StreamPipesClientConfig</span>
<span class="kn">from</span> <span class="nn">streampipes.client.credential_provider</span> <span class="kn">import</span> <span class="n">StreamPipesApiKeyCredentials</span>
</code></pre></div>
<div class="language-python highlight"><pre><span></span><code><span class="n">client_config</span> <span class="o">=</span> <span class="n">StreamPipesClientConfig</span><span class="p">(</span>
    <span class="n">credential_provider</span><span class="o">=</span><span class="n">StreamPipesApiKeyCredentials</span><span class="p">(</span>
         <span class="n">username</span><span class="o">=</span><span class="s2">&quot;test-user&quot;</span><span class="p">,</span>
         <span class="n">api_key</span><span class="o">=</span><span class="s2">&quot;api-key&quot;</span>
     <span class="p">),</span>
     <span class="n">host_address</span><span class="o">=</span><span class="s2">&quot;localhost&quot;</span><span class="p">,</span>
     <span class="n">https_disabled</span><span class="o">=</span><span class="kc">True</span>
<span class="p">)</span>
</code></pre></div>
<p>The following way of instantiating a client instance is
intended to be consistent with the StreamPipes Java client.
<div class="language-python highlight"><pre><span></span><code><span class="n">client</span> <span class="o">=</span> <span class="n">StreamPipesClient</span><span class="o">.</span><span class="n">create</span><span class="p">(</span><span class="n">client_config</span><span class="o">=</span><span class="n">client_config</span><span class="p">)</span>
</code></pre></div></p>
<p>If you prefer a more pythonic way, you can simply write:
<div class="language-python highlight"><pre><span></span><code><span class="n">client</span> <span class="o">=</span> <span class="n">StreamPipesClient</span><span class="p">(</span><span class="n">client_config</span><span class="o">=</span><span class="n">client_config</span><span class="p">)</span>
</code></pre></div></p>
<p>To interact with an endpoint:
<div class="language-python highlight"><pre><span></span><code><span class="n">data_lake_measures</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">dataLakeMeasureApi</span><span class="o">.</span><span class="n">all</span><span class="p">()</span>
</code></pre></div></p>
<p>To inspect returned data as a pandas dataframe:
<div class="language-python highlight"><pre><span></span><code><span class="n">data_lake_measures</span><span class="o">.</span><span class="n">to_pandas</span><span class="p">()</span>
<span class="c1">#</span>
<span class="c1">#     measure_name timestamp_field  ... pipeline_is_running num_event_properties</span>
<span class="c1"># 0           test   s0::timestamp  ...               False                    2</span>
<span class="c1"># [1 rows x 6 columns]</span>
</code></pre></div></p>


  <div class="doc doc-children">


<div class="doc doc-object doc-attribute">


<h3 id="streampipes.client.client.StreamPipesClient.base_api_path" class="doc doc-heading">
<code class="highlight language-python"><span class="n">base_api_path</span><span class="p">:</span> <span class="nb">str</span></code>
  
  <span class="doc doc-labels">
      <small class="doc doc-label doc-label-property"><code>property</code></small>
  </span>

<a href="#streampipes.client.client.StreamPipesClient.base_api_path" class="headerlink" title="Permanent link">&para;</a></h3>


  <div class="doc doc-contents ">
  
      <p>Constructs the basic API URL from the given <code>client_config</code>.</p>

  <table>
    <thead>
      <tr>
        <th><b>RETURNS</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td>
              <code>base_api_path</code>
          </td>
          <td class="doc-returns-details">
            <p>basic API path of the connected StreamPipes instance</p>
              <p>
                <span class="doc-returns-annotation">
                  <b>TYPE:</b>
                    <code>str</code>
                </span>
              </p>
          </td>
        </tr>
    </tbody>
  </table>
  </div>

</div>

<div class="doc doc-object doc-attribute">


<h3 id="streampipes.client.client.StreamPipesClient.http_headers" class="doc doc-heading">
<code class="highlight language-python"><span class="n">http_headers</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span></code>
  
  <span class="doc doc-labels">
      <small class="doc doc-label doc-label-property"><code>property</code></small>
  </span>

<a href="#streampipes.client.client.StreamPipesClient.http_headers" class="headerlink" title="Permanent link">&para;</a></h3>


  <div class="doc doc-contents ">
  
      <p>Returns the HTTP headers used for all requests.</p>
<p>The HTTP headers are composed of the authentication headers supplied by the credential
provider and additional required headers (currently this is only the application header).</p>

  <table>
    <thead>
      <tr>
        <th><b>RETURNS</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td>
              <code>http_headers</code>
          </td>
          <td class="doc-returns-details">
            <p>header information for HTTP requests as string key-value pairs.</p>
              <p>
                <span class="doc-returns-annotation">
                  <b>TYPE:</b>
                    <code><span title="typing.Dict">Dict</span>[str, str]</code>
                </span>
              </p>
          </td>
        </tr>
    </tbody>
  </table>
  </div>

</div>


<div class="doc doc-object doc-function">


<h3 id="streampipes.client.client.StreamPipesClient.create" class="doc doc-heading">
<code class="highlight language-python"><span class="n">create</span><span class="p">(</span><span class="n">client_config</span><span class="p">,</span> <span class="n">logging_level</span><span class="o">=</span><span class="n">logging</span><span class="o">.</span><span class="n">INFO</span><span class="p">)</span></code>
  
  <span class="doc doc-labels">
      <small class="doc doc-label doc-label-classmethod"><code>classmethod</code></small>
  </span>

<a href="#streampipes.client.client.StreamPipesClient.create" class="headerlink" title="Permanent link">&para;</a></h3>


  <div class="doc doc-contents ">
  
      <p>Returns an instance of the <code>StreamPipesPythonClient</code>.</p>
<p>Provides consistency to the StreamPipes Java client.</p>

  <table>
    <thead>
      <tr>
        <th><b>PARAMETER</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td><code>client_config</code></td>
          <td class="doc-param-details">
            <p>Configures the client to connect properly to the StreamPipes instance.</p>
            <p>
                <span class="doc-param-annotation">
                  <b>TYPE:</b>
                    <code><a class="autorefs autorefs-internal" title="streampipes.client.config.StreamPipesClientConfig" href="../config/#streampipes.client.config.StreamPipesClientConfig">StreamPipesClientConfig</a></code>
                </span>
            </p>
          </td>
        </tr>
        <tr>
          <td><code>logging_level</code></td>
          <td class="doc-param-details">
            <p>Influences the log messages emitted by the <code>StreamPipesClient</code>.</p>
            <p>
                <span class="doc-param-annotation">
                  <b>TYPE:</b>
                    <code>int</code>
                </span>
                <span class="doc-param-default">
                  <b>DEFAULT:</b> 
                    <code>logging.INFO</code>
                </span>
            </p>
          </td>
        </tr>
    </tbody>
  </table>

  <table>
    <thead>
      <tr>
        <th><b>RETURNS</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td>
              <span class="doc-returns-annotation">
                  <code><a class="autorefs autorefs-internal" title="streampipes.client.client.StreamPipesClient" href="#streampipes.client.client.StreamPipesClient">StreamPipesClient</a></code>
              </span>
          </td>
          <td class="doc-returns-details">
            
          </td>
        </tr>
    </tbody>
  </table>

  </div>

</div>

<div class="doc doc-object doc-function">


<h3 id="streampipes.client.client.StreamPipesClient.describe" class="doc doc-heading">
<code class="highlight language-python"><span class="n">describe</span><span class="p">()</span></code>

<a href="#streampipes.client.client.StreamPipesClient.describe" class="headerlink" title="Permanent link">&para;</a></h3>


  <div class="doc doc-contents ">
  
      <p>Prints a short description of the connected StreamPipes instance and the available resources to the console.</p>

  <table>
    <thead>
      <tr>
        <th><b>RETURNS</b></th>
        <th><b>DESCRIPTION</b></th>
      </tr>
    </thead>
    <tbody>
        <tr>
          <td>
              <span class="doc-returns-annotation">
                  <code>    None</code>
              </span>
          </td>
          <td class="doc-returns-details">
            
          </td>
        </tr>
    </tbody>
  </table>

<p><strong>Examples:</strong></p>
    <p><div class="language-python highlight"><pre><span></span><code><span class="n">client</span><span class="o">.</span><span class="n">describe</span><span class="p">()</span>
</code></pre></div>
Output:
<div class="language-text highlight"><pre><span></span><code>Hi there!
You are connected to a StreamPipes instance running at http://localhost:80.
The following StreamPipes resources are available with this client:
6x DataStreams
1x DataLakeMeasures
</code></pre></div></p>

  </div>

</div>


  </div>

  </div>

</div>


  </div>

  </div>

</div>


              </article>
            </div>
          
          
        </div>
        
      </main>
      
<footer class="md-footer">
    <div class="md-footer-meta md-typeset">
        <div class="md-footer-meta__inner md-grid">
            <!-- Copyright and theme information -->
            <div class="md-footer-copyright">
                
                <div class="md-footer-copyright__highlight">
                    Apache License 2.0
                </div>
                
                powered by
                <a href="https://www.mkdocs.org" title="MkDocs">MkDocs</a>
                and
                <a href="https://squidfunk.github.io/mkdocs-material/"
                   title="Material for MkDocs">
                    Material for MkDocs</a>
            </div>
            
            <div class="md-social">
  
    
    <a href="https://github.com/apache/streampipes" target="_blank" rel="noopener" title="github.com" class="md-social__link">
      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 480 512"><!--! Font Awesome Free 6.3.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M186.1 328.7c0 20.9-10.9 55.1-36.7 55.1s-36.7-34.2-36.7-55.1 10.9-55.1 36.7-55.1 36.7 34.2 36.7 55.1zM480 278.2c0 31.9-3.2 65.7-17.5 95-37.9 76.6-142.1 74.8-216.7 74.8-75.8 0-186.2 2.7-225.6-74.8-14.6-29-20.2-63.1-20.2-95 0-41.9 13.9-81.5 41.5-113.6-5.2-15.8-7.7-32.4-7.7-48.8 0-21.5 4.9-32.3 14.6-51.8 45.3 0 74.3 9 108.8 36 29-6.9 58.8-10 88.7-10 27 0 54.2 2.9 80.4 9.2 34-26.7 63-35.2 107.8-35.2 9.8 19.5 14.6 30.3 14.6 51.8 0 16.4-2.6 32.7-7.7 48.2 27.5 32.4 39 72.3 39 114.2zm-64.3 50.5c0-43.9-26.7-82.6-73.5-82.6-18.9 0-37 3.4-56 6-14.9 2.3-29.8 3.2-45.1 3.2-15.2 0-30.1-.9-45.1-3.2-18.7-2.6-37-6-56-6-46.8 0-73.5 38.7-73.5 82.6 0 87.8 80.4 101.3 150.4 101.3h48.2c70.3 0 150.6-13.4 150.6-101.3zm-82.6-55.1c-25.8 0-36.7 34.2-36.7 55.1s10.9 55.1 36.7 55.1 36.7-34.2 36.7-55.1-10.9-55.1-36.7-55.1z"/></svg>
    </a>
  
</div>
            
        </div>
    </div>
</footer>

    </div>
    <div class="md-dialog" data-md-component="dialog">
      <div class="md-dialog__inner md-typeset"></div>
    </div>
    
    <script id="__config" type="application/json">{"base": "../../..", "features": ["navigation.tabs", "navigation.tabs.sticky", "navigation.instant", "navigation.indexes", "navigation.tracking"], "search": "../../../assets/javascripts/workers/search.208ed371.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
    
    
      <script src="../../../assets/javascripts/bundle.efa0ade1.min.js"></script>
      
    
  </body>
</html>