> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kinetica.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Overview — Kinetica Python API

<div className="kinetica-pydoc">
  <div itemprop="articleBody">
    <div id="kinetica-python-api" className="section">
      <h1>Kinetica Python API</h1>
      <p>This project contains the source code of the Kinetica Python API. For an overview of the Kinetica architecture, please visit <a className="reference external" href="/content/">[https://docs.kinetica.com/](https://docs.kinetica.com/)</a>.</p>
      <p>For a tutorial, see the <a className="reference external" href="/content/guides/python_guide/">Python Developer Guide</a>.</p>

      <div id="classes-in-the-module" className="section">
        <h2>Classes in the module:</h2>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">Kinetica Standard Objects</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudb">GPUdb</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudb#gpudb.GPUdb"><code className="docutils literal notranslate"><span className="pre">GPUdb</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbtable">GPUdbTable</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbtable#gpudb.GPUdbTable"><code className="docutils literal notranslate"><span className="pre">GPUdbTable</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbtableoptions">GPUdbTableOptions</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbtableoptions#gpudb.GPUdbTableOptions"><code className="docutils literal notranslate"><span className="pre">GPUdbTableOptions</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbcolumnproperty">GPUdbColumnProperty</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbcolumnproperty#gpudb.GPUdbColumnProperty"><code className="docutils literal notranslate"><span className="pre">GPUdbColumnProperty</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbrecordtype">GPUdbRecordType</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbrecordtype#gpudb.GPUdbRecordType"><code className="docutils literal notranslate"><span className="pre">GPUdbRecordType</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbrecordcolumn">GPUdbRecordColumn</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbrecordcolumn#gpudb.GPUdbRecordColumn"><code className="docutils literal notranslate"><span className="pre">GPUdbRecordColumn</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbrecord">GPUdbRecord</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbrecord#gpudb.GPUdbRecord"><code className="docutils literal notranslate"><span className="pre">GPUdbRecord</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbexception">GPUdbException</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbexception#gpudb.GPUdbException"><code className="docutils literal notranslate"><span className="pre">GPUdbException</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">Kinetica Multi-Head I/O</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbingestor">GPUdbIngestor</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbingestor#gpudb_multihead_io.GPUdbIngestor"><code className="docutils literal notranslate"><span className="pre">GPUdbIngestor</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/recordretriever">RecordRetriever</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/recordretriever#gpudb_multihead_io.RecordRetriever"><code className="docutils literal notranslate"><span className="pre">RecordRetriever</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbworkerlist">GPUdbWorkerList</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbworkerlist#gpudb_multihead_io.GPUdbWorkerList"><code className="docutils literal notranslate"><span className="pre">GPUdbWorkerList</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">KIFS File Handling</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbfilehandler">GPUdbFileHandler</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbfilehandler#gpudb.GPUdbFileHandler"><code className="docutils literal notranslate"><span className="pre">GPUdbFileHandler</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">Table Monitors</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbtablemonitor">GPUdbTableMonitor</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbtablemonitor#gpudb_table_monitor.GPUdbTableMonitor"><code className="docutils literal notranslate"><span className="pre">GPUdbTableMonitor</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">SQL and Pandas Dataframes</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbsqliterator">GPUdbSqlIterator</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbsqliterator#gpudb.GPUdbSqlIterator"><code className="docutils literal notranslate"><span className="pre">GPUdbSqlIterator</span></code></a></li>
              </ul>
            </li>

            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/dataframeutils">DataFrameUtils</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dataframeutils#gpudb_dataframe.DataFrameUtils"><code className="docutils literal notranslate"><span className="pre">DataFrameUtils</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">SQL-GPT</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/gpudbsqlcontext">GPUdbSqlContext</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbsqlcontext#gpudb.GPUdbSqlContext"><code className="docutils literal notranslate"><span className="pre">GPUdbSqlContext</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbsqlcontext#gpudb.GPUdbTableClause"><code className="docutils literal notranslate"><span className="pre">GPUdbTableClause</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/gpudbsqlcontext#gpudb.GPUdbSamplesClause"><code className="docutils literal notranslate"><span className="pre">GPUdbSamplesClause</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>

        <div className="toctree-wrapper compound">
          <p className="caption" role="heading"><span className="caption-text">SQL DB API</span></p>

          <ul>
            <li className="toctree-l1">
              <a className="reference internal" href="/content/api/python/source/dbapi">DBAPI</a>

              <ul>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.connect"><code className="docutils literal notranslate"><span className="pre">connect()</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.aconnect"><code className="docutils literal notranslate"><span className="pre">aconnect()</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.KineticaConnection"><code className="docutils literal notranslate"><span className="pre">KineticaConnection</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Cursor"><code className="docutils literal notranslate"><span className="pre">Cursor</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.TimestampFromTicks"><code className="docutils literal notranslate"><span className="pre">TimestampFromTicks()</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.TimeFromTicks"><code className="docutils literal notranslate"><span className="pre">TimeFromTicks()</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.DateFromTicks"><code className="docutils literal notranslate"><span className="pre">DateFromTicks()</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Date"><code className="docutils literal notranslate"><span className="pre">Date</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Time"><code className="docutils literal notranslate"><span className="pre">Time</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Timestamp"><code className="docutils literal notranslate"><span className="pre">Timestamp</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.ROWID"><code className="docutils literal notranslate"><span className="pre">ROWID</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.DATETIME"><code className="docutils literal notranslate"><span className="pre">DATETIME</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.NUMBER"><code className="docutils literal notranslate"><span className="pre">NUMBER</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.BINARY"><code className="docutils literal notranslate"><span className="pre">BINARY</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.STRING"><code className="docutils literal notranslate"><span className="pre">STRING</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Binary"><code className="docutils literal notranslate"><span className="pre">Binary</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.Error"><code className="docutils literal notranslate"><span className="pre">Error</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.InterfaceError"><code className="docutils literal notranslate"><span className="pre">InterfaceError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.DatabaseError"><code className="docutils literal notranslate"><span className="pre">DatabaseError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.DataError"><code className="docutils literal notranslate"><span className="pre">DataError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.IntegrityError"><code className="docutils literal notranslate"><span className="pre">IntegrityError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.InternalError"><code className="docutils literal notranslate"><span className="pre">InternalError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.NotSupportedError"><code className="docutils literal notranslate"><span className="pre">NotSupportedError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.OperationalError"><code className="docutils literal notranslate"><span className="pre">OperationalError</span></code></a></li>
                <li className="toctree-l2"><a className="reference internal" href="/content/api/python/source/dbapi#gpudb.dbapi.ProgrammingError"><code className="docutils literal notranslate"><span className="pre">ProgrammingError</span></code></a></li>
              </ul>
            </li>
          </ul>
        </div>
      </div>
    </div>

    <div id="indices-and-tables" className="section">
      <h1>Indices and tables</h1>

      <ul className="simple">
        <li>
          <p><a className="reference internal" href="/content/api/python/genindex"><span className="std std-ref">Index</span></a></p>
        </li>

        <li>
          <p><a className="reference internal" href="/content/api/python/search"><span className="std std-ref">Search Page</span></a></p>
        </li>
      </ul>
    </div>
  </div>
</div>