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2 changes: 1 addition & 1 deletion .buildinfo
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: 1f4b85819b4429b3833c6521f227662a
config: 6c337fb4280de0804707d0f7392a1a76
tags: 645f666f9bcd5a90fca523b33c5a78b7
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26 changes: 15 additions & 11 deletions _sources/snowflake_usage.rst.txt
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Expand Up @@ -6,11 +6,12 @@ For ``SnowflakeCompare``
- ``on_index`` is not supported.
- Joining is done using ``EQUAL_NULL`` which is the equality test that is safe for null values.
- Compares ``snowflake.snowpark.DataFrame``, which can be provided as either raw Snowflake dataframes
or the as the names of full names of valid snowflake tables, which we will process into Snowpark dataframes.
or as the names of full names of valid snowflake tables, which we will process into Snowpark dataframes.


SnowflakeCompare Object Setup
---------------------------------------------------
SnowflakeCompare setup
----------------------

There are two ways to specify input dataframes for ``SnowflakeCompare``

Provide Snowpark dataframes
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print(compare.report())
Provide the full name (``{db}.{schema}.{table_name}``) of valid Snowflake tables
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Provide the full name (``db.schema.table_name``) of valid Snowflake tables
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
Given the dataframes from the prior examples...

.. code-block:: python
df_1.write.mode("overwrite").save_as_table("toy_table_1")
df_2.write.mode("overwrite").save_as_table("toy_table_2")
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print(compare.df2_unq_columns())
# OrderedSet()
Duplicate rows
--------------

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Additional considerations
-------------------------
- It is strongly recommended against joining on float columns (or any column with floating point precision).
Columns joining tables are compared on the basis of an exact comparison, therefore if the values comparing
your float columns are not exact, you will likely get unexpected results.
- Case-sensitive columns are only partially supported. We essentially treat case-sensitive
columns as if they are case-insensitive. Therefore you may use case-sensitive columns as long as
you don't have several columns with the same name differentiated only be case sensitivity.

- It is strongly recommended against joining on float columns or any column with floating point precision.
Columns joining tables are compared on the basis of an exact comparison, therefore if the values
comparing your float columns are not exact, you will likely get unexpected results.
- Case-sensitive columns are only partially supported. We essentially treat case-sensitive columns as
if they are case-insensitive. Therefore you may use case-sensitive columns as long as you don't have several
columns with the same name differentiated only be case sensitivity.
2 changes: 1 addition & 1 deletion _static/documentation_options.js
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const DOCUMENTATION_OPTIONS = {
VERSION: '0.14.2',
VERSION: '0.14.3',
LANGUAGE: 'en',
COLLAPSE_INDEX: false,
BUILDER: 'html',
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8 changes: 4 additions & 4 deletions api/datacompy.html
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<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="datacompy.spark package" href="datacompy.spark.html" /><link rel="prev" title="datacompy" href="modules.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>datacompy package - datacompy 0.14.2 documentation</title>
<title>datacompy package - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="../index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="../index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="../index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</aside>
</div>
</div><script src="../_static/documentation_options.js?v=0dc20415"></script>
</div><script src="../_static/documentation_options.js?v=a9ba800c"></script>
<script src="../_static/doctools.js?v=9a2dae69"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/furo.js?v=5fa4622c"></script>
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8 changes: 4 additions & 4 deletions api/datacompy.spark.html
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<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="prev" title="datacompy package" href="datacompy.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>datacompy.spark package - datacompy 0.14.2 documentation</title>
<title>datacompy.spark package - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="../index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="../index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="../index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</aside>
</div>
</div><script src="../_static/documentation_options.js?v=0dc20415"></script>
</div><script src="../_static/documentation_options.js?v=a9ba800c"></script>
<script src="../_static/doctools.js?v=9a2dae69"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/furo.js?v=5fa4622c"></script>
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<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="datacompy package" href="datacompy.html" /><link rel="prev" title="Developer Instructions" href="../developer_instructions.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>datacompy - datacompy 0.14.2 documentation</title>
<title>datacompy - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="../index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="../index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="../index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="../search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</aside>
</div>
</div><script src="../_static/documentation_options.js?v=0dc20415"></script>
</div><script src="../_static/documentation_options.js?v=a9ba800c"></script>
<script src="../_static/doctools.js?v=9a2dae69"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/furo.js?v=5fa4622c"></script>
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8 changes: 4 additions & 4 deletions benchmark.html
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<link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Developer Instructions" href="developer_instructions.html" /><link rel="prev" title="Fugue Detail" href="fugue_usage.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>Benchmarks - datacompy 0.14.2 documentation</title>
<title>Benchmarks - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
Expand Down Expand Up @@ -466,7 +466,7 @@ <h2>TLDR<a class="headerlink" href="#tldr" title="Link to this heading">¶</a></

</aside>
</div>
</div><script src="_static/documentation_options.js?v=0dc20415"></script>
</div><script src="_static/documentation_options.js?v=a9ba800c"></script>
<script src="_static/doctools.js?v=9a2dae69"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/scripts/furo.js?v=5fa4622c"></script>
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8 changes: 4 additions & 4 deletions developer_instructions.html
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<link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="datacompy" href="api/modules.html" /><link rel="prev" title="Benchmarks" href="benchmark.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>Developer Instructions - datacompy 0.14.2 documentation</title>
<title>Developer Instructions - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
Expand Down Expand Up @@ -456,7 +456,7 @@ <h2>Generating distribution archives (PyPI)<a class="headerlink" href="#generati

</aside>
</div>
</div><script src="_static/documentation_options.js?v=0dc20415"></script>
</div><script src="_static/documentation_options.js?v=a9ba800c"></script>
<script src="_static/doctools.js?v=9a2dae69"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/scripts/furo.js?v=5fa4622c"></script>
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<link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Benchmarks" href="benchmark.html" /><link rel="prev" title="Polars Usage" href="polars_usage.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>Fugue Detail - datacompy 0.14.2 documentation</title>
<title>Fugue Detail - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=354aac6f" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</aside>
</div>
</div><script src="_static/documentation_options.js?v=0dc20415"></script>
</div><script src="_static/documentation_options.js?v=a9ba800c"></script>
<script src="_static/doctools.js?v=9a2dae69"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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8 changes: 4 additions & 4 deletions genindex.html
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<meta name="viewport" content="width=device-width,initial-scale=1"/>
<meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="#" /><link rel="search" title="Search" href="search.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 --><title>Index - datacompy 0.14.2 documentation</title>
<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 --><title>Index - datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
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</label>
</div>
<div class="header-center">
<a href="index.html"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="index.html"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</aside>
</div>
</div><script src="_static/documentation_options.js?v=0dc20415"></script>
</div><script src="_static/documentation_options.js?v=a9ba800c"></script>
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10 changes: 5 additions & 5 deletions index.html
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<link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="search.html" /><link rel="next" title="Installation" href="install.html" />

<!-- Generated with Sphinx 7.4.7 and Furo 2024.08.06 -->
<title>datacompy 0.14.2 documentation</title>
<title>datacompy 0.14.3 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
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<link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=302659d7" />
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</label>
</div>
<div class="header-center">
<a href="#"><div class="brand">datacompy 0.14.2 documentation</div></a>
<a href="#"><div class="brand">datacompy 0.14.3 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
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<div class="sidebar-sticky"><a class="sidebar-brand" href="#">


<span class="sidebar-brand-text">datacompy 0.14.2 documentation</span>
<span class="sidebar-brand-text">datacompy 0.14.3 documentation</span>

</a><form class="sidebar-search-container" method="get" action="search.html" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
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</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="snowflake_usage.html">Snowflake Usage</a><ul>
<li class="toctree-l2"><a class="reference internal" href="snowflake_usage.html#snowflakecompare-object-setup">SnowflakeCompare Object Setup</a></li>
<li class="toctree-l2"><a class="reference internal" href="snowflake_usage.html#snowflakecompare-setup">SnowflakeCompare setup</a></li>
<li class="toctree-l2"><a class="reference internal" href="snowflake_usage.html#reports">Reports</a></li>
<li class="toctree-l2"><a class="reference internal" href="snowflake_usage.html#convenience-methods">Convenience Methods</a></li>
<li class="toctree-l2"><a class="reference internal" href="snowflake_usage.html#duplicate-rows">Duplicate rows</a></li>
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</aside>
</div>
</div><script src="_static/documentation_options.js?v=0dc20415"></script>
</div><script src="_static/documentation_options.js?v=a9ba800c"></script>
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