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‎CHANGELOG.md‎

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# Time for a ChangeLog!
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## 2.00-beta-15
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* Fix for [issue 160](https://github.com/clj-python/libpython-clj/issues/160) - ->python has to realize lazy seqs.
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* Remove camel-snake-kebab as direct dependency; it comes in via dtype-next.
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## 2.00-beta-13
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* Update to dtype-next to support graal native static ffi and library generation.
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* Update to dtype-next to have correct definitions of ptr-t, offset-t, and size-t types.

‎deps.edn‎

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:exec-fn hf.depstar/jar
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:exec-args {:group-id "clj-python"
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:artifact-id "libpython-clj"
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:version "2.00-beta-15-SNAPSHOT"
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:version "2.00-beta-15"
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:sync-pom true
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:jar "target/libpython-clj.jar"}}
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:deploy

‎docs/Usage.html‎

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<!DOCTYPE html PUBLIC ""
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"">
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<html><head><meta charset="UTF-8" /><title>Usage</title><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name"></span> <span class="project-version">2.00-beta-14</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Topics</span></h3><ul><li class="depth-1 current"><a href="Usage.html"><div class="inner"><span>Usage</span></div></a></li><li class="depth-1 "><a href="design.html"><div class="inner"><span>LibPython-CLJ Design Notes</span></div></a></li><li class="depth-1 "><a href="embedded.html"><div class="inner"><span>Embedding Clojure In Python</span></div></a></li><li class="depth-1 "><a href="environments.html"><div class="inner"><span>Python Environments</span></div></a></li><li class="depth-1 "><a href="new-to-clojure.html"><div class="inner"><span>So Many Parenthesis!</span></div></a></li><li class="depth-1 "><a href="scopes-and-gc.html"><div class="inner"><span>Scopes And Garbage Collection</span></div></a></li><li class="depth-1 "><a href="slicing.html"><div class="inner"><span>Slicing And Slices</span></div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>libpython-clj2</span></div></div></li><li class="depth-2 branch"><a href="libpython-clj2.codegen.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>codegen</span></div></a></li><li class="depth-2 branch"><a href="libpython-clj2.embedded.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>embedded</span></div></a></li><li class="depth-2"><a href="libpython-clj2.python.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>python</span></div></a></li><li class="depth-3"><a href="libpython-clj2.python.np-array.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>np-array</span></div></a></li><li class="depth-2"><a href="libpython-clj2.require.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>require</span></div></a></li><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree" style="top: -176px;"><span class="top" style="height: 185px;"></span><span class="bottom"></span></span><span>python</span></div></div></li><li class="depth-2 branch"><a href="python.builtins.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>builtins</span></div></a></li><li class="depth-2"><a href="python.numpy.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>numpy</span></div></a></li></ul></div><div class="document" id="content"><div class="doc"><div class="markdown"><h1><a href="#usage" name="usage"></a>Usage</h1>
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<html><head><meta charset="UTF-8" /><title>Usage</title><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name"></span> <span class="project-version">2.00-beta-15</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Topics</span></h3><ul><li class="depth-1 current"><a href="Usage.html"><div class="inner"><span>Usage</span></div></a></li><li class="depth-1 "><a href="design.html"><div class="inner"><span>LibPython-CLJ Design Notes</span></div></a></li><li class="depth-1 "><a href="embedded.html"><div class="inner"><span>Embedding Clojure In Python</span></div></a></li><li class="depth-1 "><a href="environments.html"><div class="inner"><span>Python Environments</span></div></a></li><li class="depth-1 "><a href="new-to-clojure.html"><div class="inner"><span>So Many Parenthesis!</span></div></a></li><li class="depth-1 "><a href="scopes-and-gc.html"><div class="inner"><span>Scopes And Garbage Collection</span></div></a></li><li class="depth-1 "><a href="slicing.html"><div class="inner"><span>Slicing And Slices</span></div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>libpython-clj2</span></div></div></li><li class="depth-2 branch"><a href="libpython-clj2.codegen.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>codegen</span></div></a></li><li class="depth-2 branch"><a href="libpython-clj2.embedded.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>embedded</span></div></a></li><li class="depth-2"><a href="libpython-clj2.python.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>python</span></div></a></li><li class="depth-3"><a href="libpython-clj2.python.np-array.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>np-array</span></div></a></li><li class="depth-2"><a href="libpython-clj2.require.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>require</span></div></a></li><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree" style="top: -176px;"><span class="top" style="height: 185px;"></span><span class="bottom"></span></span><span>python</span></div></div></li><li class="depth-2 branch"><a href="python.builtins.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>builtins</span></div></a></li><li class="depth-2"><a href="python.numpy.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>numpy</span></div></a></li></ul></div><div class="document" id="content"><div class="doc"><div class="markdown"><h1><a href="#usage" name="usage"></a>Usage</h1>
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<p>Python objects are essentially two dictionaries, one for ‘attributes’ and one for ‘items’. When you use python and use the ‘.’ operator, you are referencing attributes. If you use the ‘[]’ operator, then you are referencing items. Attributes are built in, item access is optional and happens via the <code>__getitem__</code> and <code>__setitem__</code> attributes. This is important to realize in that the code below doesn’t look like python because we are referencing the item and attribute systems by name and not via ‘.’ or ‘[]’.</p>
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<p>This would result in the following analogous code (full example <a href="#dataframe-access-full-example">further on</a>):</p>
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<pre><code class="python">table.loc[row_date]

‎docs/design.html‎

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<!DOCTYPE html PUBLIC ""
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<html><head><meta charset="UTF-8" /><title>LibPython-CLJ Design Notes</title><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name"></span> <span class="project-version">2.00-beta-14</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Topics</span></h3><ul><li class="depth-1 "><a href="Usage.html"><div class="inner"><span>Usage</span></div></a></li><li class="depth-1 current"><a href="design.html"><div class="inner"><span>LibPython-CLJ Design Notes</span></div></a></li><li class="depth-1 "><a href="embedded.html"><div class="inner"><span>Embedding Clojure In Python</span></div></a></li><li class="depth-1 "><a href="environments.html"><div class="inner"><span>Python Environments</span></div></a></li><li class="depth-1 "><a href="new-to-clojure.html"><div class="inner"><span>So Many Parenthesis!</span></div></a></li><li class="depth-1 "><a href="scopes-and-gc.html"><div class="inner"><span>Scopes And Garbage Collection</span></div></a></li><li class="depth-1 "><a href="slicing.html"><div class="inner"><span>Slicing And Slices</span></div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>libpython-clj2</span></div></div></li><li class="depth-2 branch"><a href="libpython-clj2.codegen.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>codegen</span></div></a></li><li class="depth-2 branch"><a href="libpython-clj2.embedded.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>embedded</span></div></a></li><li class="depth-2"><a href="libpython-clj2.python.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>python</span></div></a></li><li class="depth-3"><a href="libpython-clj2.python.np-array.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>np-array</span></div></a></li><li class="depth-2"><a href="libpython-clj2.require.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>require</span></div></a></li><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree" style="top: -176px;"><span class="top" style="height: 185px;"></span><span class="bottom"></span></span><span>python</span></div></div></li><li class="depth-2 branch"><a href="python.builtins.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>builtins</span></div></a></li><li class="depth-2"><a href="python.numpy.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>numpy</span></div></a></li></ul></div><div class="document" id="content"><div class="doc"><div class="markdown"><h1><a href="#libpython-clj-design-notes" name="libpython-clj-design-notes"></a>LibPython-CLJ Design Notes</h1>
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<html><head><meta charset="UTF-8" /><title>LibPython-CLJ Design Notes</title><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="highlight/solarized-light.css" /><script type="text/javascript" src="highlight/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a> with <a href="https://github.com/xsc/codox-theme-rdash">RDash UI</a> theme</h2><h1><a href="index.html"><span class="project-title"><span class="project-name"></span> <span class="project-version">2.00-beta-15</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Topics</span></h3><ul><li class="depth-1 "><a href="Usage.html"><div class="inner"><span>Usage</span></div></a></li><li class="depth-1 current"><a href="design.html"><div class="inner"><span>LibPython-CLJ Design Notes</span></div></a></li><li class="depth-1 "><a href="embedded.html"><div class="inner"><span>Embedding Clojure In Python</span></div></a></li><li class="depth-1 "><a href="environments.html"><div class="inner"><span>Python Environments</span></div></a></li><li class="depth-1 "><a href="new-to-clojure.html"><div class="inner"><span>So Many Parenthesis!</span></div></a></li><li class="depth-1 "><a href="scopes-and-gc.html"><div class="inner"><span>Scopes And Garbage Collection</span></div></a></li><li class="depth-1 "><a href="slicing.html"><div class="inner"><span>Slicing And Slices</span></div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>libpython-clj2</span></div></div></li><li class="depth-2 branch"><a href="libpython-clj2.codegen.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>codegen</span></div></a></li><li class="depth-2 branch"><a href="libpython-clj2.embedded.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>embedded</span></div></a></li><li class="depth-2"><a href="libpython-clj2.python.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>python</span></div></a></li><li class="depth-3"><a href="libpython-clj2.python.np-array.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>np-array</span></div></a></li><li class="depth-2"><a href="libpython-clj2.require.html"><div class="inner"><span class="tree" style="top: -52px;"><span class="top" style="height: 61px;"></span><span class="bottom"></span></span><span>require</span></div></a></li><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree" style="top: -176px;"><span class="top" style="height: 185px;"></span><span class="bottom"></span></span><span>python</span></div></div></li><li class="depth-2 branch"><a href="python.builtins.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>builtins</span></div></a></li><li class="depth-2"><a href="python.numpy.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>numpy</span></div></a></li></ul></div><div class="document" id="content"><div class="doc"><div class="markdown"><h1><a href="#libpython-clj-design-notes" name="libpython-clj-design-notes"></a>LibPython-CLJ Design Notes</h1>
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<h2><a href="#key-design-points" name="key-design-points"></a>Key Design Points</h2>
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<h3><a href="#code-organization" name="code-organization"></a>Code Organization</h3>
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<p>There are 3 rough sections of code: 1. A JNA layer which is a 1-1 mapping most of the C API with no changes and full documentation. The docstrings on the functions match the documentation if you lookup the 3.7 API documentation. Users must manually manage the GIL when using this API layer.</p>

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