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42 changed files (+1135/-1176)
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@@ -8,7 +8,7 @@ import MIL.C02_Basics.S05_Proving_Facts_about_Algebraic_Structuresimport MIL.C03_Logic.S01_Implication_and_the_Universal_Quantifier import MIL.C03_Logic.S02_The_Existential_Quantifier import MIL.C03_Logic.S03_Negation import MIL.C03_Logic.«S04_Conjunction_and_Bi-implication» import MIL.C03_Logic.S04_Conjunction_and_Iff import MIL.C03_Logic.S05_Disjunction import MIL.C03_Logic.S06_Sequences_and_Convergence import MIL.C04_Sets_and_Functions.S01_Sets
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@@ -1,7 +1,6 @@-- An example. import Mathlib.Tactic import Mathlib.Data.Real.Basic -- An example. example (a b c : ℝ) : a * b * c = b * (a * c) := by rw [mul_comm a b] rw [mul_assoc b a c]
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@@ -33,14 +32,12 @@ example (a b c d e f : ℝ) (h : a * b = c * d) (h' : e = f) : a * (b * e) = c *rw [h] rw [mul_assoc] example (a b c d e f : ℝ) (h : b * c = e * f) : a * b * c * d = a * e * f * d := by sorry example (a b c d : ℝ) (hyp : c = b * a - d) (hyp' : d = a * b) : c = 0 := by sorry -- Examples. example (a b c d e f : ℝ) (h : a * b = c * d) (h' : e = f) : a * (b * e) = c * (d * f) := by rw [h', ← mul_assoc, h, mul_assoc]
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@@ -1,3 +1,5 @@import Mathlib.Tactic import Mathlib.Data.Real.Basic example (a b c : ℝ) : c * b * a = b * (a * c) := by rw [mul_comm c b] rw [mul_assoc b c a]
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MIL/C03_Logic/solutions/Solutions_S04_Conjunction_and_Bi-implication.lean > MIL/C03_Logic/solutions/Solutions_S04_Conjunction_and_Iff.lean
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@@ -107,7 +107,7 @@ theorem aux {X Y A : Type _} [TopologicalSpace X] {c : A → X}∃ V ∈ 𝓝 x, IsOpen V ∧ c ⁻¹' V ⊆ f ⁻¹' V' := sorry example [TopologicalSpace X] [TopologicalSpace Y] [T3Space Y] {A : Set X} example [TopologicalSpace X] [TopologicalSpace Y] [RegularSpace Y] {A : Set X} (hA : ∀ x, x ∈ closure A) {f : A → Y} (f_cont : Continuous f) (hf : ∀ x : X, ∃ c : Y, Tendsto f (comap (↑) (𝓝 x)) (𝓝 c)) : ∃ φ : X → Y, Continuous φ ∧ ∀ a : A, φ a = f a :=
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@@ -121,7 +121,7 @@ example {X Y A : Type _} [TopologicalSpace X] {c : A → X}∃ V ∈ 𝓝 x, IsOpen V ∧ c ⁻¹' V ⊆ f ⁻¹' V' := by simpa [and_assoc] using ((nhds_basis_opens' x).comap c).tendsto_left_iff.mp h V' V'_in example [TopologicalSpace X] [TopologicalSpace Y] [T3Space Y] {A : Set X} example [TopologicalSpace X] [TopologicalSpace Y] [RegularSpace Y] {A : Set X} (hA : ∀ x, x ∈ closure A) {f : A → Y} (f_cont : Continuous f) (hf : ∀ x : X, ∃ c : Y, Tendsto f (comap (↑) (𝓝 x)) (𝓝 c)) : ∃ φ : X → Y, Continuous φ ∧ ∀ a : A, φ a = f a :=
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@@ -19,10 +19,10 @@ sectionvariable {E : Type _} [NormedAddCommGroup E] [NormedSpace ℝ E] [CompleteSpace E] {f : α → E} example {f g : α → E} (hf : Integrable f μ) (hg : Integrable g μ) : (∫ a, f a + g a ∂μ) = (∫ a, f a ∂μ) + ∫ a, g a ∂μ := ∫ a, f a + g a ∂μ = ∫ a, f a ∂μ + ∫ a, g a ∂μ := integral_add hf hg example {s : Set α} (c : E) : (∫ x in s, c ∂μ) = (μ s).toReal • c := example {s : Set α} (c : E) : ∫ x in s, c ∂μ = (μ s).toReal • c := set_integral_const c open Filter
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@@ -35,7 +35,7 @@ example {F : ℕ → α → E} {f : α → E} (bound : α → ℝ) (hmeas : ∀example {α : Type _} [MeasurableSpace α] {μ : Measure α} [SigmaFinite μ] {β : Type _} [MeasurableSpace β] {ν : Measure β} [SigmaFinite ν] (f : α × β → E) (hf : Integrable f (μ.prod ν)) : (∫ z, f z ∂ μ.prod ν) = ∫ x, ∫ y, f (x, y) ∂ν ∂μ := (hf : Integrable f (μ.prod ν)) : ∫ z, f z ∂ μ.prod ν = ∫ x, ∫ y, f (x, y) ∂ν ∂μ := integral_prod f hf end
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@@ -60,5 +60,5 @@ example {E : Type _} [NormedAddCommGroup E] [NormedSpace ℝ E] [FiniteDimension[NormedAddCommGroup F] [NormedSpace ℝ F] [CompleteSpace F] {s : Set E} {f : E → E} {f' : E → E →L[ℝ] E} (hs : MeasurableSet s) (hf : ∀ x : E, x ∈ s → HasFDerivWithinAt f (f' x) s x) (h_inj : InjOn f s) (g : E → F) : (∫ x in f '' s, g x ∂μ) = ∫ x in s, |(f' x).det| • g (f x) ∂μ := ∫ x in f '' s, g x ∂μ = ∫ x in s, |(f' x).det| • g (f x) ∂μ := integral_image_eq_integral_abs_det_fderiv_smul μ hs hf h_inj g
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MIL/MIL.lean (deleted)
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@@ -1,33 +0,0 @@import MIL.C01_Introduction.S01_Getting_Started import MIL.C01_Introduction.S02_Overview import MIL.C02_Basics.S01_Calculating import MIL.C02_Basics.S02_Proving_Identities_in_Algebraic_Structures import MIL.C02_Basics.S03_Using_Theorems_and_Lemmas import MIL.C02_Basics.S04_More_on_Order_and_Divisibility import MIL.C02_Basics.S05_Proving_Facts_about_Algebraic_Structures import MIL.C03_Logic.S01_Implication_and_the_Universal_Quantifier import MIL.C03_Logic.S02_The_Existential_Quantifier import MIL.C03_Logic.S03_Negation import MIL.C03_Logic.«S04_Conjunction_and_Bi-implication» import MIL.C03_Logic.S05_Disjunction import MIL.C03_Logic.S06_Sequences_and_Convergence import MIL.C04_Sets_and_Functions.S01_Sets import MIL.C04_Sets_and_Functions.S02_Functions import MIL.C04_Sets_and_Functions.S03_The_Schroeder_Bernstein_Theorem import MIL.C05_Elementary_Number_Theory.S01_Irrational_Roots import MIL.C05_Elementary_Number_Theory.S02_Induction_and_Recursion import MIL.C05_Elementary_Number_Theory.S03_Infinitely_Many_Primes import MIL.C06_Structures.S01_Structures import MIL.C06_Structures.S02_Algebraic_Structures import MIL.C06_Structures.S03_Building_the_Gaussian_Integers import MIL.C07_Hierarchies.S01_Basics import MIL.C07_Hierarchies.S02_Morphisms import MIL.C07_Hierarchies.S03_Subobjects import MIL.C08_Topology.S01_Filters import MIL.C08_Topology.S02_Metric_Spaces import MIL.C08_Topology.S03_Topological_Spaces import MIL.C09_Differential_Calculus.S01_Elementary_Differential_Calculus import MIL.C09_Differential_Calculus.S02_Differential_Calculus_in_Normed_Spaces import MIL.C10_Integration_and_Measure_Theory.S01_Elementary_Integration import MIL.C10_Integration_and_Measure_Theory.S02_Measure_Theory import MIL.C10_Integration_and_Measure_Theory.S03_Integration
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@@ -20,23 +20,15 @@ For the Lean 3 version, see [github.com/leanprover-community/mathematics_in_leanDo the following: 1. Install Lean 4 and VS Code following the "regular install" section of these [instructions](https://leanprover-community.github.io/get_started.html#regular-install). It isn't enough just to install the Lean 4 extension for VSCode; make sure you complete the steps so that Lean 4 and elan are installed. 1. Install Lean 4 and VS Code following these [instructions](https://leanprover-community.github.io/get_started.html). 2. Make sure you have [git](https://git-scm.com/) installed. In a terminal, navigate to the folder where you want to put a copy of the repository, and type `git clone https://github.com/leanprover-community/mathematics_in_lean.git` to fetch it from github. 3. Navigate to `mathematics_in_lean`, and execute `lake exe cache get` to fetch a compiled version of the library, `Mathlib`. 3. Follow these [instructions](https://leanprover-community.github.io/install/project.html#working-on-an-existing-project) to fetch the `mathematics_in_lean` repository and open it up in VS Code. 4. Type `code .` to open the folder in `VS Code`, or you can run `VS Code` and choose `Open Folder` from the `File` menu. Be sure to open the folder `mathematics_in_lean`, not any other folder. 5. Each section in the textbook has an associated Lean file with examples and exercises. 4. Each section in the textbook has an associated Lean file with examples and exercises. You can find them in the folder `MIL`, organized by chapter. We strongly recommend making a copy of that folder and experimenting and doing the exercises in that copy.
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@@ -46,7 +38,7 @@ Do the following:At that point, you can open the textbook in a side panel in VS Code as follows: 1. Type `ctrl-shift-P`. 1. Type `ctrl-shift-P` (`command-shift-P` in macOS). 2. Type `Lean 4: Open Documentation View` in the bar that appears, and then press return. (You can press return to select it as soon as it is highlighted
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@@ -1,4 +1,4 @@# 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: 803b947a09f3db5a52c6c529e3761a53 config: 9821478498fa33697c987b601aae688f tags: 645f666f9bcd5a90fca523b33c5a78b7
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@@ -1,7 +1,8 @@<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /> <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>1. Introduction — Mathematics in Lean 0.1 documentation</title> <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script src="_static/js/theme.js"></script> <link rel="index" title="Index" href="genindex.html" />
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@@ -82,10 +84,10 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="introduction"> <span id="id1"></span><h1><span class="section-number">1. </span>Introduction<a class="headerlink" href="#introduction" title="Permalink to this headline"></a></h1> <div class="section" id="getting-started"> <h2><span class="section-number">1.1. </span>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline"></a></h2> <section id="introduction"> <span id="id1"></span><h1><span class="section-number">1. </span>Introduction<a class="headerlink" href="#introduction" title="Permalink to this heading"></a></h1> <section id="getting-started"> <h2><span class="section-number">1.1. </span>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this heading"></a></h2> <p>The goal of this book is to teach you to formalize mathematics using the Lean 4 interactive proof assistant. It assumes that you know some mathematics, but it does not require much.
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@@ -118,17 +120,10 @@ running Lean from inside the VS Code editor.To get started:</p> <ol class="arabic simple"> <li><p>Install Lean 4 and VS Code following these <a class="reference external" href="https://leanprover-community.github.io/get_started.html#regular-install">instructions</a>. It isn’t enough just to install the Lean 4 extension for VSCode; make sure you complete the steps so that Lean 4 and elan are installed.</p></li> <li><p>Make sure you have <a class="reference external" href="https://git-scm.com/">git</a> installed. In a terminal, navigate to the folder where you want to put a copy of the repository, and type <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">clone</span> <span class="pre">https://github.com/leanprover-community/mathematics_in_lean.git</span></code> to fetch it from github.</p></li> <li><p>Navigate to <code class="docutils literal notranslate"><span class="pre">mathematics_in_lean</span></code>, and execute <code class="docutils literal notranslate"><span class="pre">lake</span> <span class="pre">exe</span> <span class="pre">cache</span> <span class="pre">get</span></code> to fetch a compiled version of the library, <code class="docutils literal notranslate"><span class="pre">Mathlib</span></code>.</p></li> <li><p>Type <code class="docutils literal notranslate"><span class="pre">code</span> <span class="pre">.</span></code> to open the folder in <code class="docutils literal notranslate"><span class="pre">VS</span> <span class="pre">Code</span></code>, or run <code class="docutils literal notranslate"><span class="pre">VS</span> <span class="pre">Code</span></code> and choose <code class="docutils literal notranslate"><span class="pre">Open</span> <span class="pre">Folder</span></code> from the <code class="docutils literal notranslate"><span class="pre">File</span></code> menu. Be sure to open the folder <code class="docutils literal notranslate"><span class="pre">mathematics_in_lean</span></code>, not any other folder.</p></li> these <a class="reference external" href="https://leanprover-community.github.io/get_started.html">installation instructions</a>.</p></li> <li><p>Make sure you have <a class="reference external" href="https://git-scm.com/">git</a> installed.</p></li> <li><p>Follow these <a class="reference external" href="https://leanprover-community.github.io/install/project.html#working-on-an-existing-project">instructions</a> to fetch the <code class="docutils literal notranslate"><span class="pre">mathematics_in_lean</span></code> repository and open it up in VS Code.</p></li> <li><p>Each section in this book has an associated Lean file with examples and exercises. You can find them in the folder <code class="docutils literal notranslate"><span class="pre">MIL</span></code>, organized by chapter. We strongly recommend making a copy of that folder and experimenting and doing the
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@@ -139,7 +134,7 @@ your own Lean files as well.</p></li></ol> <p>At that point, you can open the textbook in a side panel in VS Code as follows:</p> <ol class="arabic simple"> <li><p>Type <code class="docutils literal notranslate"><span class="pre">ctrl-shift-P</span></code>.</p></li> <li><p>Type <code class="docutils literal notranslate"><span class="pre">ctrl-shift-P</span></code> (<code class="docutils literal notranslate"><span class="pre">command-shift-P</span></code> in macOS).</p></li> <li><p>Type <code class="docutils literal notranslate"><span class="pre">Lean</span> <span class="pre">4:</span> <span class="pre">Open</span> <span class="pre">Documentation</span> <span class="pre">View</span></code> in the bar that appears, and then press return. (You can press return to select it as soon as it is highlighted in the menu.)</p></li>
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@@ -177,9 +172,9 @@ You don’t have to do all of them; when you feel comfortable that you havethe relevant skills, feel free to move on. You can always compare your solutions to the ones in the <code class="docutils literal notranslate"><span class="pre">solutions</span></code> folder associated with each section.</p> </div> <div class="section" id="overview"> <h2><span class="section-number">1.2. </span>Overview<a class="headerlink" href="#overview" title="Permalink to this headline"></a></h2> </section> <section id="overview"> <h2><span class="section-number">1.2. </span>Overview<a class="headerlink" href="#overview" title="Permalink to this heading"></a></h2> <p>Put simply, Lean is a tool for building complex expressions in a formal language known as <em>dependent type theory</em>.</p> <p id="index-0">Every expression has a <em>type</em>, and you can use the <cite>#check</cite> command to
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@@ -345,11 +340,11 @@ We are also grateful for help and corrections fromJulian Berman, Alex Best, Bulwi Cha, Bryan Gin-ge Chen, Johan Commelin, Mathieu Guay-Paquet, Julian Külshammer, Giovanni Mascellani, Hunter Monroe, Pietro Monticone, Oliver Nash, Bartosz Piotrowski, and Guilherme Silva. Bartosz Piotrowski, Guilherme Silva, and Floris van Doorn. Our work has been partially supported by the Hoskinson Center for Formal Mathematics.</p> </div> </div> </section> </section> </div>
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@@ -1,7 +1,8 @@<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /> <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>2. Basics — Mathematics in Lean 0.1 documentation</title> <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="_static/js/theme.js"></script>
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@@ -86,14 +88,14 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="basics"> <span id="id1"></span><h1><span class="section-number">2. </span>Basics<a class="headerlink" href="#basics" title="Permalink to this headline"></a></h1> <section id="basics"> <span id="id1"></span><h1><span class="section-number">2. </span>Basics<a class="headerlink" href="#basics" title="Permalink to this heading"></a></h1> <p>This chapter is designed to introduce you to the nuts and bolts of mathematical reasoning in Lean: calculating, applying lemmas and theorems, and reasoning about generic structures.</p> <div class="section" id="calculating"> <h2><span class="section-number">2.1. </span>Calculating<a class="headerlink" href="#calculating" title="Permalink to this headline"></a></h2> <section id="calculating"> <h2><span class="section-number">2.1. </span>Calculating<a class="headerlink" href="#calculating" title="Permalink to this heading"></a></h2> <p>We generally learn to carry out mathematical calculations without thinking of them as proofs. But when we justify each step in a calculation,
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@@ -115,10 +117,7 @@ so the left-hand side of <code class="docutils literal notranslate"><span class=However, it is generally good style to be mindful of Lean’s notational conventions and leave out parentheses when Lean does as well.</p> <p>Let’s try out <code class="docutils literal notranslate"><span class="pre">rw</span></code>.</p> <div class="highlight-lean notranslate" id="index-1"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="n">Mathlib.Tactic</span> <span class="kn">import</span> <span class="n">Mathlib.Data.Real.Basic</span> <span class="kd">example</span> <span class="o">(</span><span class="n">a</span> <span class="n">b</span> <span class="n">c</span> <span class="o">:</span> <span class="n">ℝ</span><span class="o">)</span> <span class="o">:</span> <span class="n">a</span> <span class="bp">*</span> <span class="n">b</span> <span class="bp">*</span> <span class="n">c</span> <span class="bp">=</span> <span class="n">b</span> <span class="bp">*</span> <span class="o">(</span><span class="n">a</span> <span class="bp">*</span> <span class="n">c</span><span class="o">)</span> <span class="o">:=</span> <span class="kd">by</span> <div class="highlight-lean notranslate" id="index-1"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">(</span><span class="n">a</span> <span class="n">b</span> <span class="n">c</span> <span class="o">:</span> <span class="n">ℝ</span><span class="o">)</span> <span class="o">:</span> <span class="n">a</span> <span class="bp">*</span> <span class="n">b</span> <span class="bp">*</span> <span class="n">c</span> <span class="bp">=</span> <span class="n">b</span> <span class="bp">*</span> <span class="o">(</span><span class="n">a</span> <span class="bp">*</span> <span class="n">c</span><span class="o">)</span> <span class="o">:=</span> <span class="kd">by</span> <span class="n">rw</span> <span class="o">[</span><span class="n">mul_comm</span> <span class="n">a</span> <span class="n">b</span><span class="o">]</span> <span class="n">rw</span> <span class="o">[</span><span class="n">mul_assoc</span> <span class="n">b</span> <span class="n">a</span> <span class="n">c</span><span class="o">]</span> </pre></div>
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@@ -386,9 +385,9 @@ occurrence of <code class="docutils literal notranslate"><span class="pre">a</sp<span class="n">rw</span> <span class="o">[</span><span class="n">add_mul</span><span class="o">]</span> </pre></div> </div> </div> <div class="section" id="proving-identities-in-algebraic-structures"> <span id="id2"></span><h2><span class="section-number">2.2. </span>Proving Identities in Algebraic Structures<a class="headerlink" href="#proving-identities-in-algebraic-structures" title="Permalink to this headline"></a></h2> </section> <section id="proving-identities-in-algebraic-structures"> <span id="id2"></span><h2><span class="section-number">2.2. </span>Proving Identities in Algebraic Structures<a class="headerlink" href="#proving-identities-in-algebraic-structures" title="Permalink to this heading"></a></h2> <p id="index-7">Mathematically, a ring consists of a collection of objects, <span class="math notranslate nohighlight">\(R\)</span>, operations <span class="math notranslate nohighlight">\(+\)</span> <span class="math notranslate nohighlight">\(\times\)</span>, and constants <span class="math notranslate nohighlight">\(0\)</span> and <span class="math notranslate nohighlight">\(1\)</span>, and an operation <span class="math notranslate nohighlight">\(x \mapsto -x\)</span> such that:</p>
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@@ -706,9 +705,9 @@ It may seem odd that the algebraic structures are called<cite>noncomm_ring</cite> and <cite>ring</cite>. This is partly for historical reasons, but also for the convenience of using a shorter name for the tactic that deals with commutative rings, since it is used more often.</p> </div> <div class="section" id="using-theorems-and-lemmas"> <span id="id3"></span><h2><span class="section-number">2.3. </span>Using Theorems and Lemmas<a class="headerlink" href="#using-theorems-and-lemmas" title="Permalink to this headline"></a></h2> </section> <section id="using-theorems-and-lemmas"> <span id="id3"></span><h2><span class="section-number">2.3. </span>Using Theorems and Lemmas<a class="headerlink" href="#using-theorems-and-lemmas" title="Permalink to this heading"></a></h2> <p id="index-16">Rewriting is great for proving equations, but what about other sorts of theorems? For example, how can we prove an inequality,
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@@ -973,9 +972,9 @@ following theorem. You can use the theorem <code class="docutils literal notrans</div> <p>If you managed to solve this, congratulations! You are well on your way to becoming a master formalizer.</p> </div> <div class="section" id="more-examples-using-apply-and-rw"> <span id="more-on-order-and-divisibility"></span><h2><span class="section-number">2.4. </span>More examples using apply and rw<a class="headerlink" href="#more-examples-using-apply-and-rw" title="Permalink to this headline"></a></h2> </section> <section id="more-examples-using-apply-and-rw"> <span id="more-on-order-and-divisibility"></span><h2><span class="section-number">2.4. </span>More examples using apply and rw<a class="headerlink" href="#more-examples-using-apply-and-rw" title="Permalink to this heading"></a></h2> <p id="index-21">The <code class="docutils literal notranslate"><span class="pre">min</span></code> function on the real numbers is uniquely characterized by the following three facts:</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="k">#check</span> <span class="o">(</span><span class="n">min_le_left</span> <span class="n">a</span> <span class="n">b</span> <span class="o">:</span> <span class="n">min</span> <span class="n">a</span> <span class="n">b</span> <span class="bp">≤</span> <span class="n">a</span><span class="o">)</span>
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@@ -1184,9 +1183,9 @@ prove the following:</p><dt>either one will work.</dt><dd><p>either one will work.</p> </dd> </dl> </div> <div class="section" id="proving-facts-about-algebraic-structures"> <span id="id4"></span><h2><span class="section-number">2.5. </span>Proving Facts about Algebraic Structures<a class="headerlink" href="#proving-facts-about-algebraic-structures" title="Permalink to this headline"></a></h2> </section> <section id="proving-facts-about-algebraic-structures"> <span id="id4"></span><h2><span class="section-number">2.5. </span>Proving Facts about Algebraic Structures<a class="headerlink" href="#proving-facts-about-algebraic-structures" title="Permalink to this heading"></a></h2> <p id="index-27">In <a class="reference internal" href="#proving-identities-in-algebraic-structures"><span class="std std-numref">Section 2.2</span></a>, we saw that many common identities governing the real numbers hold in more general classes of algebraic structures,
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@@ -1399,8 +1398,8 @@ always nonnegative:</p></div> <p>We recommend making use of the theorem <code class="docutils literal notranslate"><span class="pre">nonneg_of_mul_nonneg_left</span></code>. As you may have guessed, this theorem is called <code class="docutils literal notranslate"><span class="pre">dist_nonneg</span></code> in mathlib.</p> </div> </div> </section> </section> </div>
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="_static/js/theme.js"></script>
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@@ -46,7 +48,7 @@<li class="toctree-l2"><a class="reference internal" href="#implication-and-the-universal-quantifier">3.1. Implication and the Universal Quantifier</a></li> <li class="toctree-l2"><a class="reference internal" href="#the-existential-quantifier">3.2. The Existential Quantifier</a></li> <li class="toctree-l2"><a class="reference internal" href="#negation">3.3. Negation</a></li> <li class="toctree-l2"><a class="reference internal" href="#conjunction-and-bi-implication">3.4. Conjunction and Bi-implication</a></li> <li class="toctree-l2"><a class="reference internal" href="#conjunction-and-iff">3.4. Conjunction and Iff</a></li> <li class="toctree-l2"><a class="reference internal" href="#disjunction">3.5. Disjunction</a></li> <li class="toctree-l2"><a class="reference internal" href="#sequences-and-convergence">3.6. Sequences and Convergence</a></li> </ul>
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@@ -87,8 +89,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="logic"> <span id="id1"></span><h1><span class="section-number">3. </span>Logic<a class="headerlink" href="#logic" title="Permalink to this headline"></a></h1> <section id="logic"> <span id="id1"></span><h1><span class="section-number">3. </span>Logic<a class="headerlink" href="#logic" title="Permalink to this heading"></a></h1> <p>In the last chapter, we dealt with equations, inequalities, and basic mathematical statements like “<span class="math notranslate nohighlight">\(x\)</span> divides <span class="math notranslate nohighlight">\(y\)</span>.”
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@@ -98,8 +100,8 @@ using logical terms like “and,” “or,” “not,”“if … then,” “every,” and “some.” In this chapter, we show you how to work with statements that are built up in this way.</p> <div class="section" id="implication-and-the-universal-quantifier"> <span id="id2"></span><h2><span class="section-number">3.1. </span>Implication and the Universal Quantifier<a class="headerlink" href="#implication-and-the-universal-quantifier" title="Permalink to this headline"></a></h2> <section id="implication-and-the-universal-quantifier"> <span id="id2"></span><h2><span class="section-number">3.1. </span>Implication and the Universal Quantifier<a class="headerlink" href="#implication-and-the-universal-quantifier" title="Permalink to this heading"></a></h2> <p>Consider the statement after the <code class="docutils literal notranslate"><span class="pre">#check</span></code>:</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="k">#check</span> <span class="bp">∀</span> <span class="n">x</span> <span class="o">:</span> <span class="n">ℝ</span><span class="o">,</span> <span class="mi">0</span> <span class="bp">≤</span> <span class="n">x</span> <span class="bp">→</span> <span class="bp">|</span><span class="n">x</span><span class="bp">|</span> <span class="bp">=</span> <span class="n">x</span> </pre></div>
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@@ -487,9 +489,9 @@ a lemma name.</p><span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="the-existential-quantifier"> <span id="id3"></span><h2><span class="section-number">3.2. </span>The Existential Quantifier<a class="headerlink" href="#the-existential-quantifier" title="Permalink to this headline"></a></h2> </section> <section id="the-existential-quantifier"> <span id="id3"></span><h2><span class="section-number">3.2. </span>The Existential Quantifier<a class="headerlink" href="#the-existential-quantifier" title="Permalink to this heading"></a></h2> <p>The existential quantifier, which can be entered as <code class="docutils literal notranslate"><span class="pre">\ex</span></code> in VS Code, is used to represent the phrase “there exists.” The formal expression <code class="docutils literal notranslate"><span class="pre">∃</span> <span class="pre">x</span> <span class="pre">:</span> <span class="pre">ℝ,</span> <span class="pre">2</span> <span class="pre"><</span> <span class="pre">x</span> <span class="pre">∧</span> <span class="pre">x</span> <span class="pre"><</span> <span class="pre">3</span></code> in Lean says
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@@ -654,7 +656,7 @@ languages:</p><p>In the first example, if you put your cursor after <code class="docutils literal notranslate"><span class="pre">cases</span> <span class="pre">ubf</span></code>, you will see that the tactic produces a single goal, which Lean has tagged <code class="docutils literal notranslate"><span class="pre">intro</span></code>. (The particular name chosen comes from the internal name for the axiomatic primitive that bulids a proof of an existential statement.) the axiomatic primitive that builds a proof of an existential statement.) The <code class="docutils literal notranslate"><span class="pre">case</span></code> tactic then names the components. The second example is similar, except using <code class="docutils literal notranslate"><span class="pre">next</span></code> instead of <code class="docutils literal notranslate"><span class="pre">case</span></code> means that you can avoid mentioning <code class="docutils literal notranslate"><span class="pre">intro</span></code>. The word <code class="docutils literal notranslate"><span class="pre">match</span></code> in the last two examples highlights that
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@@ -794,9 +796,9 @@ the composition of surjective functions is surjective.</p><span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="negation"> <span id="id4"></span><h2><span class="section-number">3.3. </span>Negation<a class="headerlink" href="#negation" title="Permalink to this headline"></a></h2> </section> <section id="negation"> <span id="id4"></span><h2><span class="section-number">3.3. </span>Negation<a class="headerlink" href="#negation" title="Permalink to this heading"></a></h2> <p>The symbol <code class="docutils literal notranslate"><span class="pre">¬</span></code> is meant to express negation, so <code class="docutils literal notranslate"><span class="pre">¬</span> <span class="pre">x</span> <span class="pre"><</span> <span class="pre">y</span></code> says that <code class="docutils literal notranslate"><span class="pre">x</span></code> is not less than <code class="docutils literal notranslate"><span class="pre">y</span></code>, <code class="docutils literal notranslate"><span class="pre">¬</span> <span class="pre">x</span> <span class="pre">=</span> <span class="pre">y</span></code> (or, equivalently, <code class="docutils literal notranslate"><span class="pre">x</span> <span class="pre">≠</span> <span class="pre">y</span></code>) says that
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@@ -1061,9 +1063,9 @@ Finally, the <code class="docutils literal notranslate"><span class="pre">contraby finding a contradiction in the hypotheses, such as a pair of the form <code class="docutils literal notranslate"><span class="pre">h</span> <span class="pre">:</span> <span class="pre">P</span></code> and <code class="docutils literal notranslate"><span class="pre">h'</span> <span class="pre">:</span> <span class="pre">¬</span> <span class="pre">P</span></code>. Of course, in this example, <code class="docutils literal notranslate"><span class="pre">linarith</span></code> also works.</p> </div> <div class="section" id="conjunction-and-bi-implication"> <span id="conjunction-and-biimplication"></span><h2><span class="section-number">3.4. </span>Conjunction and Bi-implication<a class="headerlink" href="#conjunction-and-bi-implication" title="Permalink to this headline"></a></h2> </section> <section id="conjunction-and-iff"> <span id="conjunction-and-biimplication"></span><h2><span class="section-number">3.4. </span>Conjunction and Iff<a class="headerlink" href="#conjunction-and-iff" title="Permalink to this heading"></a></h2> <p id="index-18">You have already seen that the conjunction symbol, <code class="docutils literal notranslate"><span class="pre">∧</span></code>, is used to express “and.” The <code class="docutils literal notranslate"><span class="pre">constructor</span></code> tactic allows you to prove a statement of
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@@ -1322,9 +1324,9 @@ to be instantiated to different values.</p><span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="disjunction"> <span id="id5"></span><h2><span class="section-number">3.5. </span>Disjunction<a class="headerlink" href="#disjunction" title="Permalink to this headline"></a></h2> </section> <section id="disjunction"> <span id="id5"></span><h2><span class="section-number">3.5. </span>Disjunction<a class="headerlink" href="#disjunction" title="Permalink to this heading"></a></h2> <p id="index-21">The canonical way to prove a disjunction <code class="docutils literal notranslate"><span class="pre">A</span> <span class="pre">∨</span> <span class="pre">B</span></code> is to prove <code class="docutils literal notranslate"><span class="pre">A</span></code> or to prove <code class="docutils literal notranslate"><span class="pre">B</span></code>. The <code class="docutils literal notranslate"><span class="pre">left</span></code> tactic chooses <code class="docutils literal notranslate"><span class="pre">A</span></code>,
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@@ -1437,7 +1439,7 @@ or even a pattern-matching <code class="docutils literal notranslate"><span clas<p>In the case of the <code class="docutils literal notranslate"><span class="pre">match</span></code>, we need to use the full names <code class="docutils literal notranslate"><span class="pre">Or.inl</span></code> and <code class="docutils literal notranslate"><span class="pre">Or.inr</span></code> of the canonical ways to prove a disjunction. In this textbook, we will generally use <code class="docutils literal notranslate"><span class="pre">rcases</span></code> to split on the caess of a disjunction.</p> cases of a disjunction.</p> <p>Try proving the triangle inequality using the two first two theorems in the next snippet. They are given the same names they have in mathlib.</p>
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@@ -1565,9 +1567,9 @@ using <code class="docutils literal notranslate"><span class="pre">by_cases</spa<span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="sequences-and-convergence"> <span id="id6"></span><h2><span class="section-number">3.6. </span>Sequences and Convergence<a class="headerlink" href="#sequences-and-convergence" title="Permalink to this headline"></a></h2> </section> <section id="sequences-and-convergence"> <span id="id6"></span><h2><span class="section-number">3.6. </span>Sequences and Convergence<a class="headerlink" href="#sequences-and-convergence" title="Permalink to this heading"></a></h2> <p>We now have enough skills at our disposal to do some real mathematics. In Lean, we can represent a sequence <span class="math notranslate nohighlight">\(s_0, s_1, s_2, \ldots\)</span> of real numbers as a function <code class="docutils literal notranslate"><span class="pre">s</span> <span class="pre">:</span> <span class="pre">ℕ</span> <span class="pre">→</span> <span class="pre">ℝ</span></code>.
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@@ -1802,8 +1804,8 @@ for dealing with convergence in vastly more general terms,not only abstracting away particular features of the domain and codomain, but also abstracting over different types of convergence.</p> </div> </div> </section> </section> </div>
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@@ -84,8 +86,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="sets-and-functions"> <span id="id1"></span><h1><span class="section-number">4. </span>Sets and Functions<a class="headerlink" href="#sets-and-functions" title="Permalink to this headline"></a></h1> <section id="sets-and-functions"> <span id="id1"></span><h1><span class="section-number">4. </span>Sets and Functions<a class="headerlink" href="#sets-and-functions" title="Permalink to this heading"></a></h1> <p>The vocabulary of sets, relations, and functions provides a uniform language for carrying out constructions in all the branches of mathematics.
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@@ -117,8 +119,8 @@ such as a set natural numbers or a set of functionsfrom real numbers to real numbers. The distinction between types and set takes some getting used to, but this chapter will take you through the essentials.</p> <div class="section" id="sets"> <span id="id2"></span><h2><span class="section-number">4.1. </span>Sets<a class="headerlink" href="#sets" title="Permalink to this headline"></a></h2> <section id="sets"> <span id="id2"></span><h2><span class="section-number">4.1. </span>Sets<a class="headerlink" href="#sets" title="Permalink to this heading"></a></h2> <p id="index-0">If <code class="docutils literal notranslate"><span class="pre">α</span></code> is any type, the type <code class="docutils literal notranslate"><span class="pre">Set</span> <span class="pre">α</span></code> consists of sets of elements of <code class="docutils literal notranslate"><span class="pre">α</span></code>. This type supports the usual set-theoretic operations and relations.
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@@ -555,9 +557,9 @@ and intersection.</p></div> <p>In the library, these identities are called <code class="docutils literal notranslate"><span class="pre">sUnion_eq_biUnion</span></code> and <code class="docutils literal notranslate"><span class="pre">sInter_eq_biInter</span></code>.</p> </div> <div class="section" id="functions"> <span id="id3"></span><h2><span class="section-number">4.2. </span>Functions<a class="headerlink" href="#functions" title="Permalink to this headline"></a></h2> </section> <section id="functions"> <span id="id3"></span><h2><span class="section-number">4.2. </span>Functions<a class="headerlink" href="#functions" title="Permalink to this heading"></a></h2> <p>If <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">:</span> <span class="pre">α</span> <span class="pre">→</span> <span class="pre">β</span></code> is a function and <code class="docutils literal notranslate"><span class="pre">p</span></code> is a set of elements of type <code class="docutils literal notranslate"><span class="pre">β</span></code>, the library defines <code class="docutils literal notranslate"><span class="pre">preimage</span> <span class="pre">f</span> <span class="pre">p</span></code>, written <code class="docutils literal notranslate"><span class="pre">f</span> <span class="pre">⁻¹'</span> <span class="pre">p</span></code>,
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@@ -882,9 +884,9 @@ and then fill in the two lines that are missing.</p><span class="n">contradiction</span> </pre></div> </div> </div> <div class="section" id="the-schroder-bernstein-theorem"> <span id="the-schroeder-bernstein-theorem"></span><h2><span class="section-number">4.3. </span>The Schröder-Bernstein Theorem<a class="headerlink" href="#the-schroder-bernstein-theorem" title="Permalink to this headline"></a></h2> </section> <section id="the-schroder-bernstein-theorem"> <span id="the-schroeder-bernstein-theorem"></span><h2><span class="section-number">4.3. </span>The Schröder-Bernstein Theorem<a class="headerlink" href="#the-schroder-bernstein-theorem" title="Permalink to this heading"></a></h2> <p>We close this chapter with an elementary but nontrivial theorem of set theory. Let <span class="math notranslate nohighlight">\(\alpha\)</span> and <span class="math notranslate nohighlight">\(\beta\)</span> be sets. (In our formalization, they will actually be types.)
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@@ -1143,8 +1145,8 @@ and the proof uses the fact that <code class="docutils literal notranslate"><spa<span class="o">⟨</span><span class="n">sbFun</span> <span class="n">f</span> <span class="n">g</span><span class="o">,</span> <span class="n">sb_injective</span> <span class="n">f</span> <span class="n">g</span> <span class="n">hf</span> <span class="n">hg</span><span class="o">,</span> <span class="n">sb_surjective</span> <span class="n">f</span> <span class="n">g</span> <span class="n">hf</span> <span class="n">hg</span><span class="o">⟩</span> </pre></div> </div> </div> </div> </section> </section> </div>
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@@ -84,15 +86,15 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="elementary-number-theory"> <span id="number-theory"></span><h1><span class="section-number">5. </span>Elementary Number Theory<a class="headerlink" href="#elementary-number-theory" title="Permalink to this headline"></a></h1> <section id="elementary-number-theory"> <span id="number-theory"></span><h1><span class="section-number">5. </span>Elementary Number Theory<a class="headerlink" href="#elementary-number-theory" title="Permalink to this heading"></a></h1> <p>In this chapter, we show you how to formalize some elementary results in number theory. As we deal with more substantive mathematical content, the proofs will get longer and more involved, building on the skills you have already mastered.</p> <div class="section" id="irrational-roots"> <span id="section-irrational-roots"></span><h2><span class="section-number">5.1. </span>Irrational Roots<a class="headerlink" href="#irrational-roots" title="Permalink to this headline"></a></h2> <section id="irrational-roots"> <span id="section-irrational-roots"></span><h2><span class="section-number">5.1. </span>Irrational Roots<a class="headerlink" href="#irrational-roots" title="Permalink to this heading"></a></h2> <p>Let’s start with a fact known to the ancient greeks, namely, that the square root of 2 is irrational. If we suppose otherwise,
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@@ -391,9 +393,9 @@ and that it takes values in the extended natural numbers <code class="docutils lwhich adds the value infinity to the natural numbers. In the next chapter, we will begin to develop the means to appreciate the way that Lean supports this sort of generality.</p> </div> <div class="section" id="induction-and-recursion"> <span id="section-induction-and-recursion"></span><h2><span class="section-number">5.2. </span>Induction and Recursion<a class="headerlink" href="#induction-and-recursion" title="Permalink to this headline"></a></h2> </section> <section id="induction-and-recursion"> <span id="section-induction-and-recursion"></span><h2><span class="section-number">5.2. </span>Induction and Recursion<a class="headerlink" href="#induction-and-recursion" title="Permalink to this heading"></a></h2> <p>The set of natural numbers <span class="math notranslate nohighlight">\(\mathbb{N} = \{ 0, 1, 2, \ldots \}\)</span> is not only fundamentally important in its own right, but also a plays a central role in the construction of new mathematical objects.
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@@ -696,9 +698,9 @@ The function <code class="docutils literal notranslate"><span class="pre">pred</<span class="kd">end</span> <span class="n">MyNat</span> </pre></div> </div> </div> <div class="section" id="infinitely-many-primes"> <span id="section-infinitely-many-primes"></span><h2><span class="section-number">5.3. </span>Infinitely Many Primes<a class="headerlink" href="#infinitely-many-primes" title="Permalink to this headline"></a></h2> </section> <section id="infinitely-many-primes"> <span id="section-infinitely-many-primes"></span><h2><span class="section-number">5.3. </span>Infinitely Many Primes<a class="headerlink" href="#infinitely-many-primes" title="Permalink to this heading"></a></h2> <p>Let us continue our exploration of induction and recursion with another mathematical standard: a proof that there are infinitely many primes. One way to formulate this is as the statement that
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@@ -84,8 +86,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="structures"> <span id="id1"></span><h1><span class="section-number">6. </span>Structures<a class="headerlink" href="#structures" title="Permalink to this headline"></a></h1> <section id="structures"> <span id="id1"></span><h1><span class="section-number">6. </span>Structures<a class="headerlink" href="#structures" title="Permalink to this heading"></a></h1> <p>Modern mathematics makes essential use of algebraic structures, which encapsulate patterns that can be instantiated in
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@@ -104,8 +106,8 @@ It will also show you how to define and usealgebraic structures on your own.</p> <p>For more technical detail, you can consult <a class="reference external" href="https://leanprover.github.io/theorem_proving_in_lean/">Theorem Proving in Lean</a>, and a paper by Anne Baanen, <a class="reference external" href="https://arxiv.org/abs/2202.01629">Use and abuse of instance parameters in the Lean mathematical library</a>.</p> <div class="section" id="defining-structures"> <span id="section-structures"></span><h2><span class="section-number">6.1. </span>Defining structures<a class="headerlink" href="#defining-structures" title="Permalink to this headline"></a></h2> <section id="defining-structures"> <span id="section-structures"></span><h2><span class="section-number">6.1. </span>Defining structures<a class="headerlink" href="#defining-structures" title="Permalink to this heading"></a></h2> <p>In the broadest sense of the term, a <em>structure</em> is a specification of a collection of data, possibly with constraints that the data is required to satisfy.
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@@ -482,9 +484,9 @@ as long as we redefine the old accessors in terms of the new definition.Moreover, as we are about to see, Lean provides support for weaving structures together into a rich, interconnected hierarchy, and for managing the interactions between them.</p> </div> <div class="section" id="algebraic-structures"> <span id="section-algebraic-structures"></span><h2><span class="section-number">6.2. </span>Algebraic Structures<a class="headerlink" href="#algebraic-structures" title="Permalink to this headline"></a></h2> </section> <section id="algebraic-structures"> <span id="section-algebraic-structures"></span><h2><span class="section-number">6.2. </span>Algebraic Structures<a class="headerlink" href="#algebraic-structures" title="Permalink to this heading"></a></h2> <p>To clarify what we mean by the phrase <em>algebraic structure</em>, it will help to consider some examples.</p> <ol class="arabic simple">
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@@ -1031,9 +1033,9 @@ because it configures automation that invisibly governs the interpretation ofthe expressions we type. When used wisely, however, class inference is a powerful tool. It is what makes algebraic reasoning possible in Lean.</p> </div> <div class="section" id="building-the-gaussian-integers"> <span id="section-building-the-gaussian-integers"></span><h2><span class="section-number">6.3. </span>Building the Gaussian Integers<a class="headerlink" href="#building-the-gaussian-integers" title="Permalink to this headline"></a></h2> </section> <section id="building-the-gaussian-integers"> <span id="section-building-the-gaussian-integers"></span><h2><span class="section-number">6.3. </span>Building the Gaussian Integers<a class="headerlink" href="#building-the-gaussian-integers" title="Permalink to this heading"></a></h2> <p>We will now illustrate the use of the algebraic hierarchy in Lean by building an important mathematical object, the <em>Gaussian integers</em>, and showing that it is a Euclidean domain. In other words, according to
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@@ -1527,8 +1529,8 @@ the notions of being prime and being irreducible coincide.</p><span class="n">PrincipalIdealRing.irreducible_iff_prime</span> </pre></div> </div> </div> </div> </section> </section> </div>
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@@ -83,8 +85,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="hierarchies"> <span id="id1"></span><h1><span class="section-number">7. </span>Hierarchies<a class="headerlink" href="#hierarchies" title="Permalink to this headline"></a></h1> <section id="hierarchies"> <span id="id1"></span><h1><span class="section-number">7. </span>Hierarchies<a class="headerlink" href="#hierarchies" title="Permalink to this heading"></a></h1> <p>We have seen in <a class="reference internal" href="C06_Structures.html#structures"><span class="std std-numref">Chapter 6</span></a> how to define the class of groups and build instances of this class, and then how to build an instance of the commutative ring class. But of course there is a hierarchy here: a
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@@ -100,8 +102,8 @@ the following chapters and come back here for a second reading.</p>so we will used indices to distinguish our version. For instance we will have <code class="docutils literal notranslate"><span class="pre">Ring₁</span></code> as our version of <code class="docutils literal notranslate"><span class="pre">Ring</span></code>. Since we will gradually explain more powerful ways of formalizing structures, those indices will sometimes grow beyond one.</p> <div class="section" id="basics"> <span id="section-hierarchies-basics"></span><h2><span class="section-number">7.1. </span>Basics<a class="headerlink" href="#basics" title="Permalink to this headline"></a></h2> <section id="basics"> <span id="section-hierarchies-basics"></span><h2><span class="section-number">7.1. </span>Basics<a class="headerlink" href="#basics" title="Permalink to this heading"></a></h2> <p>At the very bottom of all hierarchies in Lean, we find data-carrying classes. The following class records that the given type <code class="docutils literal notranslate"><span class="pre">α</span></code> is endowed with a distinguished element called <code class="docutils literal notranslate"><span class="pre">one</span></code>. At this stage, it has no property at all.</p>
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@@ -626,9 +628,9 @@ to incorporate a type class <code class="docutils literal notranslate"><span clathat every preorder comes with a <code class="docutils literal notranslate"><span class="pre"><₁</span></code> which has a default value built from <code class="docutils literal notranslate"><span class="pre">≤₁</span></code> and a <code class="docutils literal notranslate"><span class="pre">Prop</span></code>-valued field asserting the natural relation between those two comparison operators. -/</p> </div> <div class="section" id="morphisms"> <span id="section-hierarchies-morphisms"></span><h2><span class="section-number">7.2. </span>Morphisms<a class="headerlink" href="#morphisms" title="Permalink to this headline"></a></h2> </section> <section id="morphisms"> <span id="section-hierarchies-morphisms"></span><h2><span class="section-number">7.2. </span>Morphisms<a class="headerlink" href="#morphisms" title="Permalink to this heading"></a></h2> <p>So far in this chapter, we discussed how to create a hierarchy of mathematical structures. But defining structures is not really completed until we have morphisms. There are two main approaches here. The most obvious one is to define a predicate on functions.</p>
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@@ -830,9 +832,9 @@ definitions below.</p><span class="o">:=</span> <span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="sub-objects"> <span id="section-hierarchies-subobjects"></span><h2><span class="section-number">7.3. </span>Sub-objects<a class="headerlink" href="#sub-objects" title="Permalink to this headline"></a></h2> </section> <section id="sub-objects"> <span id="section-hierarchies-subobjects"></span><h2><span class="section-number">7.3. </span>Sub-objects<a class="headerlink" href="#sub-objects" title="Permalink to this heading"></a></h2> <p>After defining some algebraic structure and its morphisms, the next step is to consider sets that inherit this algebraic structure, for instance subgroups or subrings. This largely overlaps our previous topic. Indeed a set in <code class="docutils literal notranslate"><span class="pre">X</span></code> is implemented as a function from
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@@ -968,8 +970,8 @@ the <code class="docutils literal notranslate"><span class="pre">@</span></c<span class="gr">sorry</span> </pre></div> </div> </div> </div> </section> </section> </div>
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="_static/js/theme.js"></script>
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@@ -96,8 +98,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <span class="target" id="topology"></span><div class="section" id="index-0"> <span id="id1"></span><h1><span class="section-number">8. </span>Topology<a class="headerlink" href="#index-0" title="Permalink to this headline"></a></h1> <span class="target" id="topology"></span><section id="index-0"> <span id="id1"></span><h1><span class="section-number">8. </span>Topology<a class="headerlink" href="#index-0" title="Permalink to this heading"></a></h1> <p>Calculus is based on the concept of a function, which is used to model quantities that depend on one another. For example, it is common to study quantities that change over time.
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@@ -164,8 +166,8 @@ and simply note that the rest can be proved “in the same way.”Formalizing mathematics requires making the relevant notion of “sameness” fully explicit, and that is exactly what Bourbaki’s theory of filters manages to do.</p> <div class="section" id="filters"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">8.1. </span>Filters<a class="headerlink" href="#filters" title="Permalink to this headline"></a></h2> <section id="filters"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">8.1. </span>Filters<a class="headerlink" href="#filters" title="Permalink to this heading"></a></h2> <p>A <em>filter</em> on a type <code class="docutils literal notranslate"><span class="pre">X</span></code> is a collection of sets of <code class="docutils literal notranslate"><span class="pre">X</span></code> that satisfies three conditions that we will spell out below. The notion supports two related ideas:</p>
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@@ -447,7 +449,7 @@ two sequences of real numbers, and let us show that if<code class="docutils literal notranslate"><span class="pre">u</span> <span class="pre">n</span></code> and <code class="docutils literal notranslate"><span class="pre">v</span> <span class="pre">n</span></code> coincide for sufficiently large <code class="docutils literal notranslate"><span class="pre">n</span></code> then <code class="docutils literal notranslate"><span class="pre">u</span></code> tends to <code class="docutils literal notranslate"><span class="pre">x₀</span></code> if and only if <code class="docutils literal notranslate"><span class="pre">v</span></code> tends to <code class="docutils literal notranslate"><span class="pre">x₀</span></code>. First we’ll use the generic <code class="docutils literal notranslate"><span class="pre">Eventually</span></code> and then the one specialized for the equality predicate, <code class="docutils literal notranslate"><span class="pre">Eventually_eq</span></code>. The two statements are specialized for the equality predicate, <code class="docutils literal notranslate"><span class="pre">EventuallyEq</span></code>. The two statements are definitionally equivalent so the same proof work in both cases.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">(</span><span class="n">u</span> <span class="n">v</span> <span class="o">:</span> <span class="n">ℕ</span> <span class="bp">→</span> <span class="n">ℝ</span><span class="o">)</span> <span class="o">(</span><span class="n">h</span> <span class="o">:</span> <span class="bp">∀ᶠ</span> <span class="n">n</span> <span class="k">in</span> <span class="n">atTop</span><span class="o">,</span> <span class="n">u</span> <span class="n">n</span> <span class="bp">=</span> <span class="n">v</span> <span class="n">n</span><span class="o">)</span> <span class="o">(</span><span class="n">x₀</span> <span class="o">:</span> <span class="n">ℝ</span><span class="o">)</span> <span class="o">:</span> <span class="n">Tendsto</span> <span class="n">u</span> <span class="n">atTop</span> <span class="o">(</span><span class="bp">𝓝</span> <span class="n">x₀</span><span class="o">)</span> <span class="bp">↔</span> <span class="n">Tendsto</span> <span class="n">v</span> <span class="n">atTop</span> <span class="o">(</span><span class="bp">𝓝</span> <span class="n">x₀</span><span class="o">)</span> <span class="o">:=</span>
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@@ -517,9 +519,9 @@ by definition, the assumption <code class="docutils literal notranslate"><span c<span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="metric-spaces"> <span id="index-2"></span><span id="id3"></span><h2><span class="section-number">8.2. </span>Metric spaces<a class="headerlink" href="#metric-spaces" title="Permalink to this headline"></a></h2> </section> <section id="metric-spaces"> <span id="index-2"></span><span id="id3"></span><h2><span class="section-number">8.2. </span>Metric spaces<a class="headerlink" href="#metric-spaces" title="Permalink to this heading"></a></h2> <p>Examples in the previous section focus on sequences of real numbers. In this section we will go up a bit in generality and focus on metric spaces. A metric space is a type <code class="docutils literal notranslate"><span class="pre">X</span></code> equipped with a distance function <code class="docutils literal notranslate"><span class="pre">dist</span> <span class="pre">:</span> <span class="pre">X</span> <span class="pre">→</span> <span class="pre">X</span> <span class="pre">→</span> <span class="pre">ℝ</span></code> which is a generalization of the function <code class="docutils literal notranslate"><span class="pre">fun</span> <span class="pre">x</span> <span class="pre">y</span> <span class="pre">↦</span> <span class="pre">|x</span> <span class="pre">-</span> <span class="pre">y|</span></code> from the case where <code class="docutils literal notranslate"><span class="pre">X</span> <span class="pre">=</span> <span class="pre">ℝ</span></code>.</p>
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@@ -537,8 +539,8 @@ the function <code class="docutils literal notranslate"><span class="pre">fun</sThey are called <code class="docutils literal notranslate"><span class="pre">EMetricSpace</span></code>, <code class="docutils literal notranslate"><span class="pre">PseudoMetricSpace</span></code> and <code class="docutils literal notranslate"><span class="pre">PseudoEMetricSpace</span></code> respectively (here “e” stands for “extended”).</p> <p>Note that our journey from <code class="docutils literal notranslate"><span class="pre">ℝ</span></code> to metric spaces jumped over the special case of normed spaces that also require linear algebra and will be explained as part of the calculus chapter.</p> <div class="section" id="convergence-and-continuity"> <h3><span class="section-number">8.2.1. </span>Convergence and continuity<a class="headerlink" href="#convergence-and-continuity" title="Permalink to this headline"></a></h3> <section id="convergence-and-continuity"> <h3><span class="section-number">8.2.1. </span>Convergence and continuity<a class="headerlink" href="#convergence-and-continuity" title="Permalink to this heading"></a></h3> <p>Using distance functions, we can already define convergent sequences and continuous functions between metric spaces. They are actually defined in a more general setting covered in the next section, but we have lemmas recasting the definition is terms of distances.</p>
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@@ -625,9 +627,9 @@ and get our final proof, now bordering obfuscation.</p><span class="n">Metric.continuousAt_iff</span> </pre></div> </div> </div> <div class="section" id="balls-open-sets-and-closed-sets"> <h3><span class="section-number">8.2.2. </span>Balls, open sets and closed sets<a class="headerlink" href="#balls-open-sets-and-closed-sets" title="Permalink to this headline"></a></h3> </section> <section id="balls-open-sets-and-closed-sets"> <h3><span class="section-number">8.2.2. </span>Balls, open sets and closed sets<a class="headerlink" href="#balls-open-sets-and-closed-sets" title="Permalink to this heading"></a></h3> <p>Once we have a distance function, the most important geometric definitions are (open) balls and closed balls.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">variable</span> <span class="o">(</span><span class="n">r</span> <span class="o">:</span> <span class="n">ℝ</span><span class="o">)</span>
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@@ -682,9 +684,9 @@ argument so we can invoke <code class="docutils literal notranslate"><span class<span class="n">Metric.nhds_basis_closedBall.mem_iff</span> </pre></div> </div> </div> <div class="section" id="compactness"> <h3><span class="section-number">8.2.3. </span>Compactness<a class="headerlink" href="#compactness" title="Permalink to this headline"></a></h3> </section> <section id="compactness"> <h3><span class="section-number">8.2.3. </span>Compactness<a class="headerlink" href="#compactness" title="Permalink to this heading"></a></h3> <p>Compactness is an important topological notion. It distinguishes subsets of a metric space that enjoy the same kind of properties as segments in reals compared to other intervals:</p> <ul class="simple">
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@@ -725,9 +727,9 @@ are deduced from more general versions, some of which will be discussed in later</pre></div> </div> <p>In a compact metric space any closed set is compact, this is <code class="docutils literal notranslate"><span class="pre">IsClosed.isCompact</span></code>.</p> </div> <div class="section" id="uniformly-continuous-functions"> <h3><span class="section-number">8.2.4. </span>Uniformly continuous functions<a class="headerlink" href="#uniformly-continuous-functions" title="Permalink to this headline"></a></h3> </section> <section id="uniformly-continuous-functions"> <h3><span class="section-number">8.2.4. </span>Uniformly continuous functions<a class="headerlink" href="#uniformly-continuous-functions" title="Permalink to this heading"></a></h3> <p>We now turn to uniformity notions on metric spaces : uniformly continuous functions, Cauchy sequences and completeness. Again those are defined in a more general context but we have lemmas in the metric name space to access their elementary definitions. We start with uniform continuity.</p>
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@@ -756,9 +758,9 @@ of the distance function on <code class="docutils literal notranslate"><span cla<span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="completeness"> <h3><span class="section-number">8.2.5. </span>Completeness<a class="headerlink" href="#completeness" title="Permalink to this headline"></a></h3> </section> <section id="completeness"> <h3><span class="section-number">8.2.5. </span>Completeness<a class="headerlink" href="#completeness" title="Permalink to this heading"></a></h3> <p>A Cauchy sequence in a metric space is a sequence whose terms get closer and closer to each other. There are a couple of equivalent ways to state that idea. In particular converging sequences are Cauchy. The converse is true only in so-called <em>complete</em>
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@@ -847,12 +849,12 @@ define something inductively in the middle of a proof using <code class="docutil<span class="gr">sorry</span> </pre></div> </div> </div> </div> <div class="section" id="topological-spaces"> <span id="index-4"></span><span id="id4"></span><h2><span class="section-number">8.3. </span>Topological spaces<a class="headerlink" href="#topological-spaces" title="Permalink to this headline"></a></h2> <div class="section" id="fundamentals"> <h3><span class="section-number">8.3.1. </span>Fundamentals<a class="headerlink" href="#fundamentals" title="Permalink to this headline"></a></h3> </section> </section> <section id="topological-spaces"> <span id="index-4"></span><span id="id4"></span><h2><span class="section-number">8.3. </span>Topological spaces<a class="headerlink" href="#topological-spaces" title="Permalink to this heading"></a></h2> <section id="fundamentals"> <h3><span class="section-number">8.3.1. </span>Fundamentals<a class="headerlink" href="#fundamentals" title="Permalink to this heading"></a></h3> <p>We now go up in generality and introduce topological spaces. We will review the two main ways to define topological spaces and then explain how the category of topological spaces is much better behaved than the category of metric spaces. Note that we won’t be using mathlib category theory here, only having
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@@ -992,7 +994,7 @@ on neighborhoods more than open sets so, for any <code class="docutils literal n<code class="docutils literal notranslate"><span class="pre">fun</span> <span class="pre">T</span> <span class="pre">:</span> <span class="pre">TopologicalSpace</span> <span class="pre">X</span> <span class="pre">↦</span> <span class="pre">@nhds</span> <span class="pre">X</span> <span class="pre">T</span> <span class="pre">x</span></code> to be order preserving. And we know the order relation on <code class="docutils literal notranslate"><span class="pre">Filter</span> <span class="pre">X</span></code> is designed to ensure an order preserving <code class="docutils literal notranslate"><span class="pre">principal</span> <span class="pre">:</span> <span class="pre">Set</span> <span class="pre">X</span> <span class="pre">→</span> <span class="pre">Filter</span> <span class="pre">X</span></code>, allowing to see filters as generalized sets. So the order relation we do use on <code class="docutils literal notranslate"><span class="pre">topological_structure</span> <span class="pre">X</span></code> is opposite to the one coming from <code class="docutils literal notranslate"><span class="pre">Set</span> <span class="pre">(Set</span> <span class="pre">X)</span></code>.</p> So the order relation we do use on <code class="docutils literal notranslate"><span class="pre">TopologicalSpace</span> <span class="pre">X</span></code> is opposite to the one coming from <code class="docutils literal notranslate"><span class="pre">Set</span> <span class="pre">(Set</span> <span class="pre">X)</span></code>.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">{</span><span class="n">T</span> <span class="n">T'</span> <span class="o">:</span> <span class="n">TopologicalSpace</span> <span class="n">X</span><span class="o">}</span> <span class="o">:</span> <span class="n">T</span> <span class="bp">≤</span> <span class="n">T'</span> <span class="bp">↔</span> <span class="bp">∀</span> <span class="n">s</span><span class="o">,</span> <span class="n">T'.IsOpen</span> <span class="n">s</span> <span class="bp">→</span> <span class="n">T.IsOpen</span> <span class="n">s</span> <span class="o">:=</span> <span class="n">Iff.rfl</span> </pre></div>
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@@ -1040,9 +1042,9 @@ Let us explore that constraint “on paper” using notation <span class</div> <p>This ends our tour of how mathlib thinks that topological spaces fix defects of the theory of metric spaces by being a more functorial theory and having a complete lattice structure for any fixed type.</p> </div> <div class="section" id="separation-and-countability"> <h3><span class="section-number">8.3.2. </span>Separation and countability<a class="headerlink" href="#separation-and-countability" title="Permalink to this headline"></a></h3> </section> <section id="separation-and-countability"> <h3><span class="section-number">8.3.2. </span>Separation and countability<a class="headerlink" href="#separation-and-countability" title="Permalink to this heading"></a></h3> <p>We saw that the category of topological spaces have very nice properties. The price to pay for this is existence of rather pathological topological spaces. There are a number of assumptions you can make on a topological space to ensure its behavior
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@@ -1068,12 +1070,12 @@ neighborhood.</p><p>Our main goal is now to prove the basic theorem which allows extension by continuity. From Bourbaki’s general topology book, I.8.5, Theorem 1 (taking only the non-trivial implication):</p> <p>Let <span class="math notranslate nohighlight">\(X\)</span> be a topological space, <span class="math notranslate nohighlight">\(A\)</span> a dense subset of <span class="math notranslate nohighlight">\(X\)</span>, <span class="math notranslate nohighlight">\(f : A → Y\)</span> a continuous mapping of <span class="math notranslate nohighlight">\(A\)</span> into a T₃ space <span class="math notranslate nohighlight">\(Y\)</span>. If, for each <span class="math notranslate nohighlight">\(x\)</span> in <span class="math notranslate nohighlight">\(X\)</span>, a continuous mapping of <span class="math notranslate nohighlight">\(A\)</span> into a regular space <span class="math notranslate nohighlight">\(Y\)</span>. If, for each <span class="math notranslate nohighlight">\(x\)</span> in <span class="math notranslate nohighlight">\(X\)</span>, <span class="math notranslate nohighlight">\(f(y)\)</span> tends to a limit in <span class="math notranslate nohighlight">\(Y\)</span> when <span class="math notranslate nohighlight">\(y\)</span> tends to <span class="math notranslate nohighlight">\(x\)</span> while remaining in <span class="math notranslate nohighlight">\(A\)</span> then there exists a continuous extension <span class="math notranslate nohighlight">\(φ\)</span> of <span class="math notranslate nohighlight">\(f\)</span> to <span class="math notranslate nohighlight">\(X\)</span>.</p> <p>Actually <code class="docutils literal notranslate"><span class="pre">mathlib</span></code> contains a more general version of the above lemma, <code class="docutils literal notranslate"><span class="pre">DenseInducing.continuousAt_extend</span></code>, but we’ll stick to Bourbaki’s version here. In this statement, T₃ means regular and T₂.</p> but we’ll stick to Bourbaki’s version here.</p> <p>Remember that, given <code class="docutils literal notranslate"><span class="pre">A</span> <span class="pre">:</span> <span class="pre">Set</span> <span class="pre">X</span></code>, <code class="docutils literal notranslate"><span class="pre">↥A</span></code> is the subtype associated to <code class="docutils literal notranslate"><span class="pre">A</span></code>, and Lean will automatically insert that funny up arrow when needed. And the (inclusion) coercion map is <code class="docutils literal notranslate"><span class="pre">(↑)</span> <span class="pre">:</span> <span class="pre">A</span> <span class="pre">→</span> <span class="pre">X</span></code>. The assumption “tends to <span class="math notranslate nohighlight">\(x\)</span> while remaining in <span class="math notranslate nohighlight">\(A\)</span>” corresponds to the pull-back filter
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@@ -1110,7 +1112,7 @@ Because we know <code class="docutils literal notranslate"><span class="pre">Ten<code class="docutils literal notranslate"><span class="pre">φ</span> <span class="pre">y</span> <span class="pre">∈</span> <span class="pre">closure</span> <span class="pre">V'</span></code> and, since <code class="docutils literal notranslate"><span class="pre">V'</span></code> is closed, we have proved <code class="docutils literal notranslate"><span class="pre">φ</span> <span class="pre">y</span> <span class="pre">∈</span> <span class="pre">V'</span></code>.</p> <p>It remains to prove that <code class="docutils literal notranslate"><span class="pre">φ</span></code> extends <code class="docutils literal notranslate"><span class="pre">f</span></code>. This is were continuity of <code class="docutils literal notranslate"><span class="pre">f</span></code> enters the discussion, together with the fact that <code class="docutils literal notranslate"><span class="pre">Y</span></code> is Hausdorff.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">[</span><span class="n">TopologicalSpace</span> <span class="n">X</span><span class="o">]</span> <span class="o">[</span><span class="n">TopologicalSpace</span> <span class="n">Y</span><span class="o">]</span> <span class="o">[</span><span class="n">T3Space</span> <span class="n">Y</span><span class="o">]</span> <span class="o">{</span><span class="n">A</span> <span class="o">:</span> <span class="n">Set</span> <span class="n">X</span><span class="o">}</span> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">[</span><span class="n">TopologicalSpace</span> <span class="n">X</span><span class="o">]</span> <span class="o">[</span><span class="n">TopologicalSpace</span> <span class="n">Y</span><span class="o">]</span> <span class="o">[</span><span class="n">RegularSpace</span> <span class="n">Y</span><span class="o">]</span> <span class="o">{</span><span class="n">A</span> <span class="o">:</span> <span class="n">Set</span> <span class="n">X</span><span class="o">}</span> <span class="o">(</span><span class="n">hA</span> <span class="o">:</span> <span class="bp">∀</span> <span class="n">x</span><span class="o">,</span> <span class="n">x</span> <span class="bp">∈</span> <span class="n">closure</span> <span class="n">A</span><span class="o">)</span> <span class="o">{</span><span class="n">f</span> <span class="o">:</span> <span class="n">A</span> <span class="bp">→</span> <span class="n">Y</span><span class="o">}</span> <span class="o">(</span><span class="n">f_cont</span> <span class="o">:</span> <span class="n">Continuous</span> <span class="n">f</span><span class="o">)</span> <span class="o">(</span><span class="n">hf</span> <span class="o">:</span> <span class="bp">∀</span> <span class="n">x</span> <span class="o">:</span> <span class="n">X</span><span class="o">,</span> <span class="bp">∃</span> <span class="n">c</span> <span class="o">:</span> <span class="n">Y</span><span class="o">,</span> <span class="n">Tendsto</span> <span class="n">f</span> <span class="o">(</span><span class="n">comap</span> <span class="o">(</span><span class="bp">↑</span><span class="o">)</span> <span class="o">(</span><span class="bp">𝓝</span> <span class="n">x</span><span class="o">))</span> <span class="o">(</span><span class="bp">𝓝</span> <span class="n">c</span><span class="o">))</span> <span class="o">:</span> <span class="bp">∃</span> <span class="n">φ</span> <span class="o">:</span> <span class="n">X</span> <span class="bp">→</span> <span class="n">Y</span><span class="o">,</span> <span class="n">Continuous</span> <span class="n">φ</span> <span class="bp">∧</span> <span class="bp">∀</span> <span class="n">a</span> <span class="o">:</span> <span class="n">A</span><span class="o">,</span> <span class="n">φ</span> <span class="n">a</span> <span class="bp">=</span> <span class="n">f</span> <span class="n">a</span> <span class="o">:=</span>
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@@ -1129,9 +1131,9 @@ of sets can be understood using sequences.</p><span class="n">mem_closure_iff_seq_limit</span> </pre></div> </div> </div> <div class="section" id="id5"> <h3><span class="section-number">8.3.3. </span>Compactness<a class="headerlink" href="#id5" title="Permalink to this headline"></a></h3> </section> <section id="id5"> <h3><span class="section-number">8.3.3. </span>Compactness<a class="headerlink" href="#id5" title="Permalink to this heading"></a></h3> <p>Let us now discuss how compactness is defined for topological spaces. As usual there are several ways to think about it and mathlib goes for the filter version.</p> <p>We first need to define cluster points of filters. Given a filter <code class="docutils literal notranslate"><span class="pre">F</span></code> on a topological space <code class="docutils literal notranslate"><span class="pre">X</span></code>,
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@@ -1187,9 +1189,9 @@ cover <code class="docutils literal notranslate"><span class="pre">s</span></cod<span class="n">hs.elim_finite_subcover</span> <span class="n">U</span> <span class="n">hUo</span> <span class="n">hsU</span> </pre></div> </div> </div> </div> </div> </section> </section> </section> </div>
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@@ -1,7 +1,8 @@<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /> <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>9. Differential Calculus — Mathematics in Lean 0.1 documentation</title> <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="_static/js/theme.js"></script>
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@@ -89,8 +91,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <span class="target" id="differential-calculus"></span><div class="section" id="index-0"> <span id="id1"></span><h1><span class="section-number">9. </span>Differential Calculus<a class="headerlink" href="#index-0" title="Permalink to this headline"></a></h1> <span class="target" id="differential-calculus"></span><section id="index-0"> <span id="id1"></span><h1><span class="section-number">9. </span>Differential Calculus<a class="headerlink" href="#index-0" title="Permalink to this heading"></a></h1> <p>We now consider the formalization of notions from <em>analysis</em>, starting with differentiation in this chapter and turning integration and measure theory in the next.
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@@ -99,8 +101,8 @@ setting of functions from the real numbers to the real numbers,which is familiar from any introductory calculus class. In <a class="reference internal" href="#normed-spaces"><span class="std std-numref">Section 9.2</span></a>, we then consider the notion of a derivative in a much broader setting.</p> <div class="section" id="elementary-differential-calculus"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">9.1. </span>Elementary Differential Calculus<a class="headerlink" href="#elementary-differential-calculus" title="Permalink to this headline"></a></h2> <section id="elementary-differential-calculus"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">9.1. </span>Elementary Differential Calculus<a class="headerlink" href="#elementary-differential-calculus" title="Permalink to this heading"></a></h2> <p>Let <code class="docutils literal notranslate"><span class="pre">f</span></code> be a function from the reals to the reals. There is a difference between talking about the derivative of <code class="docutils literal notranslate"><span class="pre">f</span></code> at a single point and talking about the derivative function.
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@@ -113,7 +115,7 @@ In mathlib, the first notion is represented as follows.</p></div> <p>We can also express that <code class="docutils literal notranslate"><span class="pre">f</span></code> is differentiable at a point without specifying its derivative there by writing <code class="docutils literal notranslate"><span class="pre">differentiable_at</span> <span class="pre">ℝ</span></code>. by writing <code class="docutils literal notranslate"><span class="pre">DifferentiableAt</span> <span class="pre">ℝ</span></code>. We specify <code class="docutils literal notranslate"><span class="pre">ℝ</span></code> explicitly because in a slightly more general context, when talking about functions from <code class="docutils literal notranslate"><span class="pre">ℂ</span></code> to <code class="docutils literal notranslate"><span class="pre">ℂ</span></code>, we want to be able to distinguish between being differentiable in the real sense
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@@ -152,7 +154,7 @@ definition of <code class="docutils literal notranslate"><span class="pre">deriv<span class="n">h.deriv_eq_zero</span> </pre></div> </div> <p>We can eve state Rolle’s theorem without any differentiability assumptions, which <p>We can even state Rolle’s theorem without any differentiability assumptions, which seems even weirder.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kn">open</span> <span class="n">Set</span>
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@@ -173,11 +175,11 @@ seems even weirder.</p><span class="kd">example</span> <span class="o">:</span> <span class="n">deriv</span> <span class="n">sin</span> <span class="n">π</span> <span class="bp">=</span> <span class="bp">-</span><span class="mi">1</span> <span class="o">:=</span> <span class="kd">by</span> <span class="n">simp</span> </pre></div> </div> </div> <div class="section" id="differential-calculus-in-normed-spaces"> <span id="normed-spaces"></span><span id="index-2"></span><h2><span class="section-number">9.2. </span>Differential Calculus in Normed Spaces<a class="headerlink" href="#differential-calculus-in-normed-spaces" title="Permalink to this headline"></a></h2> <div class="section" id="id3"> <h3><span class="section-number">9.2.1. </span>Normed spaces<a class="headerlink" href="#id3" title="Permalink to this headline"></a></h3> </section> <section id="differential-calculus-in-normed-spaces"> <span id="normed-spaces"></span><span id="index-2"></span><h2><span class="section-number">9.2. </span>Differential Calculus in Normed Spaces<a class="headerlink" href="#differential-calculus-in-normed-spaces" title="Permalink to this heading"></a></h2> <section id="id3"> <h3><span class="section-number">9.2.1. </span>Normed spaces<a class="headerlink" href="#id3" title="Permalink to this heading"></a></h3> <p>Differentiation can be generalized beyond <code class="docutils literal notranslate"><span class="pre">ℝ</span></code> using the notion of a <em>normed vector space</em>, which encapsulates both direction and distance. We start with the notion of a <em>normed group</em>, which as an additive commutative
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@@ -206,7 +208,7 @@ Lean and mathlib know this.</p></pre></div> </div> <p>In order to use the notion of a norm with concepts from linear algebra, we add the assumption <code class="docutils literal notranslate"><span class="pre">normed_space</span> <span class="pre">ℝ</span> <span class="pre">E</span></code> on top of <code class="docutils literal notranslate"><span class="pre">normed_add_group</span> <span class="pre">E</span></code>. we add the assumption <code class="docutils literal notranslate"><span class="pre">NormedSpace</span> <span class="pre">ℝ</span> <span class="pre">E</span></code> on top of <code class="docutils literal notranslate"><span class="pre">NormedAddGroup</span> <span class="pre">E</span></code>. This stipulates that <code class="docutils literal notranslate"><span class="pre">E</span></code> is a vector space over <code class="docutils literal notranslate"><span class="pre">ℝ</span></code> and that scalar multiplication satisfies the following condition.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">variable</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="n">ℝ</span> <span class="n">E</span><span class="o">]</span>
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@@ -222,7 +224,7 @@ Every finite-dimensional vector space is complete.</p></div> <p>In all the previous examples, we used the real numbers as the base field. More generally, we can make sense of calculus with a vector space over any <em>non-discrete normed field</em>. These are fields that are equipped with a <em>nontrivially normed field</em>. These are fields that are equipped with a real-valued norm that is multiplicative and has the property that not every element has norm zero or one (equivalently, there is an element whose norm is bigger than one).</p>
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@@ -233,16 +235,16 @@ not every element has norm zero or one<span class="n">NormedField.exists_one_lt_norm</span> <span class="bp">𝕜</span> </pre></div> </div> <p>A finite-dimensional vector space over a nondiscrete normed field is <p>A finite-dimensional vector space over a nontrivially normed field is complete as long as the field itself is complete.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">(</span><span class="bp">𝕜</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">)</span> <span class="o">[</span><span class="n">NontriviallyNormedField</span> <span class="bp">𝕜</span><span class="o">]</span> <span class="o">(</span><span class="n">E</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">)</span> <span class="o">[</span><span class="n">NormedAddCommGroup</span> <span class="n">E</span><span class="o">]</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="bp">𝕜</span> <span class="n">E</span><span class="o">]</span> <span class="o">[</span><span class="n">CompleteSpace</span> <span class="bp">𝕜</span><span class="o">]</span> <span class="o">[</span><span class="n">FiniteDimensional</span> <span class="bp">𝕜</span> <span class="n">E</span><span class="o">]</span> <span class="o">:</span> <span class="n">CompleteSpace</span> <span class="n">E</span> <span class="o">:=</span> <span class="n">FiniteDimensional.complete</span> <span class="bp">𝕜</span> <span class="n">E</span> </pre></div> </div> </div> <div class="section" id="continuous-linear-maps"> <h3><span class="section-number">9.2.2. </span>Continuous linear maps<a class="headerlink" href="#continuous-linear-maps" title="Permalink to this headline"></a></h3> </section> <section id="continuous-linear-maps"> <h3><span class="section-number">9.2.2. </span>Continuous linear maps<a class="headerlink" href="#continuous-linear-maps" title="Permalink to this heading"></a></h3> <p>We now turn to the morphisms in the category of normed spaces, namely, continuous linear maps. In mathlib, the type of <code class="docutils literal notranslate"><span class="pre">𝕜</span></code>-linear continuous maps between normed spaces
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@@ -290,9 +292,9 @@ The principle states that a family of continuous linear maps from a Banach spaceinto a normed space is pointwise bounded, then the norms of these linear maps are uniformly bounded. The main ingredient is Baire’s theorem <code class="docutils literal notranslate"><span class="pre">nonempty_interior_of_Union_of_closed.</span></code> (You proved a version of this in the topology chapter.) <code class="docutils literal notranslate"><span class="pre">nonempty_interior_of_iUnion_of_closed</span></code>. (You proved a version of this in the topology chapter.) Minor ingredients include <code class="docutils literal notranslate"><span class="pre">continuous_linear_map.op_norm_le_of_shell</span></code>, <code class="docutils literal notranslate"><span class="pre">interior_subset</span></code> and <code class="docutils literal notranslate"><span class="pre">interior_Inter_subset</span></code> and <code class="docutils literal notranslate"><span class="pre">is_closed_le</span></code>.</p> <code class="docutils literal notranslate"><span class="pre">interior_subset</span></code> and <code class="docutils literal notranslate"><span class="pre">interior_iInter_subset</span></code> and <code class="docutils literal notranslate"><span class="pre">is_closed_le</span></code>.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">variable</span> <span class="o">{</span><span class="bp">𝕜</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">NontriviallyNormedField</span> <span class="bp">𝕜</span><span class="o">]</span> <span class="o">{</span><span class="n">E</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">NormedAddCommGroup</span> <span class="n">E</span><span class="o">]</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="bp">𝕜</span> <span class="n">E</span><span class="o">]</span> <span class="o">{</span><span class="n">F</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">NormedAddCommGroup</span> <span class="n">F</span><span class="o">]</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="bp">𝕜</span> <span class="n">F</span><span class="o">]</span>
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@@ -322,9 +324,9 @@ Minor ingredients include <code class="docutils literal notranslate"><span class<span class="gr">sorry</span> </pre></div> </div> </div> <div class="section" id="asymptotic-comparisons"> <h3><span class="section-number">9.2.3. </span>Asymptotic comparisons<a class="headerlink" href="#asymptotic-comparisons" title="Permalink to this headline"></a></h3> </section> <section id="asymptotic-comparisons"> <h3><span class="section-number">9.2.3. </span>Asymptotic comparisons<a class="headerlink" href="#asymptotic-comparisons" title="Permalink to this heading"></a></h3> <p>Defining differentiability also requires asymptotic comparisons. Mathlib has an extensive library covering the big O and little o relations, whose definitions are shown below.
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@@ -350,9 +352,9 @@ Here we will only use little o to define differentiability.</p><span class="n">Iff.rfl</span> </pre></div> </div> </div> <div class="section" id="differentiability"> <h3><span class="section-number">9.2.4. </span>Differentiability<a class="headerlink" href="#differentiability" title="Permalink to this headline"></a></h3> </section> <section id="differentiability"> <h3><span class="section-number">9.2.4. </span>Differentiability<a class="headerlink" href="#differentiability" title="Permalink to this heading"></a></h3> <p>We are now ready to discuss differentiable functions between normed spaces. In analogy the elementary one-dimensional, mathlib defines a predicate <code class="docutils literal notranslate"><span class="pre">HasFDerivAt</span></code> and a function <code class="docutils literal notranslate"><span class="pre">fderiv</span></code>.
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@@ -374,10 +376,10 @@ Here the letter<p>We also have iterated derivatives that take values in the type of multilinear maps <code class="docutils literal notranslate"><span class="pre">E</span> <span class="pre">[×n]→L[𝕜]</span> <span class="pre">F</span></code>, and we have continuously differential functions. The type <code class="docutils literal notranslate"><span class="pre">with_top</span> <span class="pre">ℕ</span></code> is <code class="docutils literal notranslate"><span class="pre">ℕ</span></code> with an additional element <code class="docutils literal notranslate"><span class="pre">⊤</span></code> that The type <code class="docutils literal notranslate"><span class="pre">WithTop</span> <span class="pre">ℕ</span></code> is <code class="docutils literal notranslate"><span class="pre">ℕ</span></code> with an additional element <code class="docutils literal notranslate"><span class="pre">⊤</span></code> that is bigger than every natural number. So <span class="math notranslate nohighlight">\(\mathcal{C}^\infty\)</span> functions are functions <code class="docutils literal notranslate"><span class="pre">f</span></code> that satisfy <code class="docutils literal notranslate"><span class="pre">cont_diff</span> <span class="pre">𝕜</span> <span class="pre">⊤</span> <span class="pre">f</span></code>.</p> <code class="docutils literal notranslate"><span class="pre">ContDiff</span> <span class="pre">𝕜</span> <span class="pre">⊤</span> <span class="pre">f</span></code>.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">(</span><span class="n">n</span> <span class="o">:</span> <span class="n">ℕ</span><span class="o">)</span> <span class="o">(</span><span class="n">f</span> <span class="o">:</span> <span class="n">E</span> <span class="bp">→</span> <span class="n">F</span><span class="o">)</span> <span class="o">:</span> <span class="n">E</span> <span class="bp">→</span> <span class="n">E</span><span class="o">[</span><span class="bp">×</span><span class="n">n</span><span class="o">]</span><span class="bp">→</span><span class="n">L</span><span class="o">[</span><span class="bp">𝕜</span><span class="o">]</span> <span class="n">F</span> <span class="o">:=</span> <span class="n">iteratedFDeriv</span> <span class="bp">𝕜</span> <span class="n">n</span> <span class="n">f</span>
-
@@ -435,9 +437,9 @@ For example, you may want to use one-sided derivatives in theone-dimensional setting. The means to do so are found in mathlib in a more general context; see <code class="docutils literal notranslate"><span class="pre">HasFDerivWithinAt</span></code> or the even more general <code class="docutils literal notranslate"><span class="pre">HasFDerivAtFilter</span></code>.</p> </div> </div> </div> </section> </section> </section> </div>
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@@ -1,7 +1,8 @@<!DOCTYPE html> <html class="writer-html5" lang="en" > <head> <meta charset="utf-8" /> <meta charset="utf-8" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <title>10. Integration and Measure Theory — Mathematics in Lean 0.1 documentation</title> <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
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@@ -15,6 +16,7 @@<script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/_sphinx_javascript_frameworks_compat.js"></script> <script src="_static/doctools.js"></script> <script async="async" src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script> <script src="_static/js/theme.js"></script>
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@@ -84,10 +86,10 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <span class="target" id="integration-and-measure-theory"></span><div class="section" id="index-0"> <span id="id1"></span><h1><span class="section-number">10. </span>Integration and Measure Theory<a class="headerlink" href="#index-0" title="Permalink to this headline"></a></h1> <div class="section" id="elementary-integration"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">10.1. </span>Elementary Integration<a class="headerlink" href="#elementary-integration" title="Permalink to this headline"></a></h2> <span class="target" id="integration-and-measure-theory"></span><section id="index-0"> <span id="id1"></span><h1><span class="section-number">10. </span>Integration and Measure Theory<a class="headerlink" href="#index-0" title="Permalink to this heading"></a></h1> <section id="elementary-integration"> <span id="index-1"></span><span id="id2"></span><h2><span class="section-number">10.1. </span>Elementary Integration<a class="headerlink" href="#elementary-integration" title="Permalink to this heading"></a></h2> <p>We first focus on integration of functions on finite intervals in <code class="docutils literal notranslate"><span class="pre">ℝ</span></code>. We can integrate elementary functions.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kn">open</span> <span class="n">MeasureTheory</span> <span class="n">intervalIntegral</span>
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@@ -124,9 +126,9 @@ which are not shown here, are not equivalent.)</p><span class="n">rfl</span> </pre></div> </div> </div> <div class="section" id="measure-theory"> <span id="index-2"></span><span id="id3"></span><h2><span class="section-number">10.2. </span>Measure Theory<a class="headerlink" href="#measure-theory" title="Permalink to this headline"></a></h2> </section> <section id="measure-theory"> <span id="index-2"></span><span id="id3"></span><h2><span class="section-number">10.2. </span>Measure Theory<a class="headerlink" href="#measure-theory" title="Permalink to this heading"></a></h2> <p>The general context for integration in mathlib is measure theory. Even the elementary integrals of the previous section are in fact Bochner integrals. Bochner integration is a generalization of Lebesgue integration where the target space can be any Banach space,
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@@ -201,9 +203,9 @@ almost everywhere.</p><span class="n">Iff.rfl</span> </pre></div> </div> </div> <div class="section" id="integration"> <span id="id4"></span><h2><span class="section-number">10.3. </span>Integration<a class="headerlink" href="#integration" title="Permalink to this headline"></a></h2> </section> <section id="integration"> <span id="id4"></span><h2><span class="section-number">10.3. </span>Integration<a class="headerlink" href="#integration" title="Permalink to this heading"></a></h2> <p>Now that we have measurable spaces and measures we can consider integrals. As explained above, mathlib uses a very general notion of integration that allows any Banach space as the target.
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@@ -216,7 +218,7 @@ Most lemmas having to do with integrals have integrability assumptions.</p><span class="kd">variable</span> <span class="o">{</span><span class="n">E</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">NormedAddCommGroup</span> <span class="n">E</span><span class="o">]</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="n">ℝ</span> <span class="n">E</span><span class="o">]</span> <span class="o">[</span><span class="n">CompleteSpace</span> <span class="n">E</span><span class="o">]</span> <span class="o">{</span><span class="n">f</span> <span class="o">:</span> <span class="n">α</span> <span class="bp">→</span> <span class="n">E</span><span class="o">}</span> <span class="kd">example</span> <span class="o">{</span><span class="n">f</span> <span class="n">g</span> <span class="o">:</span> <span class="n">α</span> <span class="bp">→</span> <span class="n">E</span><span class="o">}</span> <span class="o">(</span><span class="n">hf</span> <span class="o">:</span> <span class="n">Integrable</span> <span class="n">f</span> <span class="n">μ</span><span class="o">)</span> <span class="o">(</span><span class="n">hg</span> <span class="o">:</span> <span class="n">Integrable</span> <span class="n">g</span> <span class="n">μ</span><span class="o">)</span> <span class="o">:</span> <span class="o">(</span><span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">f</span> <span class="n">a</span> <span class="bp">+</span> <span class="n">g</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span><span class="o">)</span> <span class="bp">=</span> <span class="o">(</span><span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">f</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span><span class="o">)</span> <span class="bp">+</span> <span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">g</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">f</span> <span class="n">a</span> <span class="bp">+</span> <span class="n">g</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span> <span class="bp">=</span> <span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">f</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span> <span class="bp">+</span> <span class="bp">∫</span> <span class="n">a</span><span class="o">,</span> <span class="n">g</span> <span class="n">a</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="n">integral_add</span> <span class="n">hf</span> <span class="n">hg</span> </pre></div> </div>
-
@@ -225,9 +227,9 @@ Recall that a measure <code class="docutils literal notranslate"><span class="prThere is a function <code class="docutils literal notranslate"><span class="pre">ENNReal.toReal</span> <span class="pre">:</span> <span class="pre">ℝ≥0∞</span> <span class="pre">→</span> <span class="pre">ℝ</span></code> which sends <code class="docutils literal notranslate"><span class="pre">⊤</span></code>, the point at infinity, to zero. For any <code class="docutils literal notranslate"><span class="pre">s</span> <span class="pre">:</span> <span class="pre">Set</span> <span class="pre">α</span></code>, if <code class="docutils literal notranslate"><span class="pre">μ</span> <span class="pre">s</span> <span class="pre">=</span> <span class="pre">⊤</span></code>, then nonzero constant functions are not integrable on <code class="docutils literal notranslate"><span class="pre">s</span></code>. In that case, their integrals are equal to zero by definition, as is <code class="docutils literal notranslate"><span class="pre">(μ</span> <span class="pre">s).to_real</span></code>. In that case, their integrals are equal to zero by definition, as is <code class="docutils literal notranslate"><span class="pre">(μ</span> <span class="pre">s).toReal</span></code>. So in all cases we have the following lemma.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">{</span><span class="n">s</span> <span class="o">:</span> <span class="n">Set</span> <span class="n">α</span><span class="o">}</span> <span class="o">(</span><span class="n">c</span> <span class="o">:</span> <span class="n">E</span><span class="o">)</span> <span class="o">:</span> <span class="o">(</span><span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">s</span><span class="o">,</span> <span class="n">c</span> <span class="bp">∂</span><span class="n">μ</span><span class="o">)</span> <span class="bp">=</span> <span class="o">(</span><span class="n">μ</span> <span class="n">s</span><span class="o">)</span><span class="bp">.</span><span class="n">toReal</span> <span class="bp">•</span> <span class="n">c</span> <span class="o">:=</span> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">{</span><span class="n">s</span> <span class="o">:</span> <span class="n">Set</span> <span class="n">α</span><span class="o">}</span> <span class="o">(</span><span class="n">c</span> <span class="o">:</span> <span class="n">E</span><span class="o">)</span> <span class="o">:</span> <span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">s</span><span class="o">,</span> <span class="n">c</span> <span class="bp">∂</span><span class="n">μ</span> <span class="bp">=</span> <span class="o">(</span><span class="n">μ</span> <span class="n">s</span><span class="o">)</span><span class="bp">.</span><span class="n">toReal</span> <span class="bp">•</span> <span class="n">c</span> <span class="o">:=</span> <span class="n">set_integral_const</span> <span class="n">c</span> </pre></div> </div>
-
@@ -246,7 +248,7 @@ and here we only show the most basic one.</p><p>Then we have Fubini’s theorem for integrals on product type.</p> <div class="highlight-lean notranslate"><div class="highlight"><pre><span></span><span class="kd">example</span> <span class="o">{</span><span class="n">α</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">MeasurableSpace</span> <span class="n">α</span><span class="o">]</span> <span class="o">{</span><span class="n">μ</span> <span class="o">:</span> <span class="n">Measure</span> <span class="n">α</span><span class="o">}</span> <span class="o">[</span><span class="n">SigmaFinite</span> <span class="n">μ</span><span class="o">]</span> <span class="o">{</span><span class="n">β</span> <span class="o">:</span> <span class="kt">Type</span> <span class="n">_</span><span class="o">}</span> <span class="o">[</span><span class="n">MeasurableSpace</span> <span class="n">β</span><span class="o">]</span> <span class="o">{</span><span class="n">ν</span> <span class="o">:</span> <span class="n">Measure</span> <span class="n">β</span><span class="o">}</span> <span class="o">[</span><span class="n">SigmaFinite</span> <span class="n">ν</span><span class="o">]</span> <span class="o">(</span><span class="n">f</span> <span class="o">:</span> <span class="n">α</span> <span class="bp">×</span> <span class="n">β</span> <span class="bp">→</span> <span class="n">E</span><span class="o">)</span> <span class="o">(</span><span class="n">hf</span> <span class="o">:</span> <span class="n">Integrable</span> <span class="n">f</span> <span class="o">(</span><span class="n">μ.prod</span> <span class="n">ν</span><span class="o">))</span> <span class="o">:</span> <span class="o">(</span><span class="bp">∫</span> <span class="n">z</span><span class="o">,</span> <span class="n">f</span> <span class="n">z</span> <span class="bp">∂</span> <span class="n">μ.prod</span> <span class="n">ν</span><span class="o">)</span> <span class="bp">=</span> <span class="bp">∫</span> <span class="n">x</span><span class="o">,</span> <span class="bp">∫</span> <span class="n">y</span><span class="o">,</span> <span class="n">f</span> <span class="o">(</span><span class="n">x</span><span class="o">,</span> <span class="n">y</span><span class="o">)</span> <span class="bp">∂</span><span class="n">ν</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="o">(</span><span class="n">hf</span> <span class="o">:</span> <span class="n">Integrable</span> <span class="n">f</span> <span class="o">(</span><span class="n">μ.prod</span> <span class="n">ν</span><span class="o">))</span> <span class="o">:</span> <span class="bp">∫</span> <span class="n">z</span><span class="o">,</span> <span class="n">f</span> <span class="n">z</span> <span class="bp">∂</span> <span class="n">μ.prod</span> <span class="n">ν</span> <span class="bp">=</span> <span class="bp">∫</span> <span class="n">x</span><span class="o">,</span> <span class="bp">∫</span> <span class="n">y</span><span class="o">,</span> <span class="n">f</span> <span class="o">(</span><span class="n">x</span><span class="o">,</span> <span class="n">y</span><span class="o">)</span> <span class="bp">∂</span><span class="n">ν</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="n">integral_prod</span> <span class="n">f</span> <span class="n">hf</span> </pre></div> </div>
-
@@ -274,12 +276,12 @@ gives finite mass to compact sets, and give positive mass to open sets.</p><span class="o">[</span><span class="n">NormedAddCommGroup</span> <span class="n">F</span><span class="o">]</span> <span class="o">[</span><span class="n">NormedSpace</span> <span class="n">ℝ</span> <span class="n">F</span><span class="o">]</span> <span class="o">[</span><span class="n">CompleteSpace</span> <span class="n">F</span><span class="o">]</span> <span class="o">{</span><span class="n">s</span> <span class="o">:</span> <span class="n">Set</span> <span class="n">E</span><span class="o">}</span> <span class="o">{</span><span class="n">f</span> <span class="o">:</span> <span class="n">E</span> <span class="bp">→</span> <span class="n">E</span><span class="o">}</span> <span class="o">{</span><span class="n">f'</span> <span class="o">:</span> <span class="n">E</span> <span class="bp">→</span> <span class="n">E</span> <span class="bp">→</span><span class="n">L</span><span class="o">[</span><span class="n">ℝ</span><span class="o">]</span> <span class="n">E</span><span class="o">}</span> <span class="o">(</span><span class="n">hs</span> <span class="o">:</span> <span class="n">MeasurableSet</span> <span class="n">s</span><span class="o">)</span> <span class="o">(</span><span class="n">hf</span> <span class="o">:</span> <span class="bp">∀</span> <span class="n">x</span> <span class="o">:</span> <span class="n">E</span><span class="o">,</span> <span class="n">x</span> <span class="bp">∈</span> <span class="n">s</span> <span class="bp">→</span> <span class="n">HasFDerivWithinAt</span> <span class="n">f</span> <span class="o">(</span><span class="n">f'</span> <span class="n">x</span><span class="o">)</span> <span class="n">s</span> <span class="n">x</span><span class="o">)</span> <span class="o">(</span><span class="n">h_inj</span> <span class="o">:</span> <span class="n">InjOn</span> <span class="n">f</span> <span class="n">s</span><span class="o">)</span> <span class="o">(</span><span class="n">g</span> <span class="o">:</span> <span class="n">E</span> <span class="bp">→</span> <span class="n">F</span><span class="o">)</span> <span class="o">:</span> <span class="o">(</span><span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">f</span> <span class="bp">''</span> <span class="n">s</span><span class="o">,</span> <span class="n">g</span> <span class="n">x</span> <span class="bp">∂</span><span class="n">μ</span><span class="o">)</span> <span class="bp">=</span> <span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">s</span><span class="o">,</span> <span class="bp">|</span><span class="o">(</span><span class="n">f'</span> <span class="n">x</span><span class="o">)</span><span class="bp">.</span><span class="n">det</span><span class="bp">|</span> <span class="bp">•</span> <span class="n">g</span> <span class="o">(</span><span class="n">f</span> <span class="n">x</span><span class="o">)</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">f</span> <span class="bp">''</span> <span class="n">s</span><span class="o">,</span> <span class="n">g</span> <span class="n">x</span> <span class="bp">∂</span><span class="n">μ</span> <span class="bp">=</span> <span class="bp">∫</span> <span class="n">x</span> <span class="k">in</span> <span class="n">s</span><span class="o">,</span> <span class="bp">|</span><span class="o">(</span><span class="n">f'</span> <span class="n">x</span><span class="o">)</span><span class="bp">.</span><span class="n">det</span><span class="bp">|</span> <span class="bp">•</span> <span class="n">g</span> <span class="o">(</span><span class="n">f</span> <span class="n">x</span><span class="o">)</span> <span class="bp">∂</span><span class="n">μ</span> <span class="o">:=</span> <span class="n">integral_image_eq_integral_abs_det_fderiv_smul</span> <span class="n">μ</span> <span class="n">hs</span> <span class="n">hf</span> <span class="n">h_inj</span> <span class="n">g</span> </pre></div> </div> </div> </div> </section> </section> </div>
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@@ -4,4 +4,4 @@ Introduction============ .. include:: C01_Introduction/S01_Getting_Started.inc .. include:: C01_Introduction/S02_Overview.inc .. include:: C01_Introduction/S02_Overview.inc
-
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@@ -9,11 +9,7 @@ applying lemmas and theorems,and reasoning about generic structures. .. include:: C02_Basics/S01_Calculating.inc .. include:: C02_Basics/S02_Proving_Identities_in_Algebraic_Structures.inc .. include:: C02_Basics/S03_Using_Theorems_and_Lemmas.inc .. include:: C02_Basics/S04_More_on_Order_and_Divisibility.inc .. include:: C02_Basics/S05_Proving_Facts_about_Algebraic_Structures.inc .. include:: C02_Basics/S05_Proving_Facts_about_Algebraic_Structures.inc
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@@ -14,24 +14,8 @@ In this chapter, we show you how to work with statementsthat are built up in this way. .. include:: C03_Logic/S01_Implication_and_the_Universal_Quantifier.inc .. include:: C03_Logic/S02_The_Existential_Quantifier.inc .. include:: C03_Logic/S03_Negation.inc .. include:: C03_Logic/S04_Conjunction_and_Bi-implication.inc .. include:: C03_Logic/S04_Conjunction_and_Iff.inc .. include:: C03_Logic/S05_Disjunction.inc .. include:: C03_Logic/S06_Sequences_and_Convergence.inc
-
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@@ -39,7 +39,5 @@ The distinction between types and set takes some getting used to,but this chapter will take you through the essentials. .. include:: C04_Sets_and_Functions/S01_Sets.inc .. include:: C04_Sets_and_Functions/S02_Functions.inc .. include:: C04_Sets_and_Functions/S03_The_Schroeder_Bernstein_Theorem.inc
-
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@@ -78,7 +78,5 @@ fully explicit, and that is exactly what Bourbaki's theory of filtersmanages to do. .. include:: C08_Topology/S01_Filters.inc .. include:: C08_Topology/S02_Metric_Spaces.inc .. include:: C08_Topology/S03_Topological_Spaces.inc
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@@ -5,7 +5,6 @@Integration and Measure Theory ============================== .. include:: C10_Integration_and_Measure_Theory/S01_Elementary_Integration.inc .. include:: C10_Integration_and_Measure_Theory/S02_Measure_Theory.inc .. include:: C10_Integration_and_Measure_Theory/S03_Integration.inc
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@@ -1,5 +1,4 @@Mathematics in Lean ===================
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@@ -0,0 +1,134 @@/* * _sphinx_javascript_frameworks_compat.js * ~~~~~~~~~~ * * Compatability shim for jQuery and underscores.js. * * WILL BE REMOVED IN Sphinx 6.0 * xref RemovedInSphinx60Warning * */ /** * select a different prefix for underscore */ $u = _.noConflict(); /** * small helper function to urldecode strings * * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL */ jQuery.urldecode = function(x) { if (!x) { return x } return decodeURIComponent(x.replace(/\+/g, ' ')); }; /** * small helper function to urlencode strings */ jQuery.urlencode = encodeURIComponent; /** * This function returns the parsed url parameters of the * current request. Multiple values per key are supported, * it will always return arrays of strings for the value parts. */ jQuery.getQueryParameters = function(s) { if (typeof s === 'undefined') s = document.location.search; var parts = s.substr(s.indexOf('?') + 1).split('&'); var result = {}; for (var i = 0; i < parts.length; i++) { var tmp = parts[i].split('=', 2); var key = jQuery.urldecode(tmp[0]); var value = jQuery.urldecode(tmp[1]); if (key in result) result[key].push(value); else result[key] = [value]; } return result; }; /** * highlight a given string on a jquery object by wrapping it in * span elements with the given class name. */ jQuery.fn.highlightText = function(text, className) { function highlight(node, addItems) { if (node.nodeType === 3) { var val = node.nodeValue; var pos = val.toLowerCase().indexOf(text); if (pos >= 0 && !jQuery(node.parentNode).hasClass(className) && !jQuery(node.parentNode).hasClass("nohighlight")) { var span; var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); if (isInSVG) { span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); } else { span = document.createElement("span"); span.className = className; } span.appendChild(document.createTextNode(val.substr(pos, text.length))); node.parentNode.insertBefore(span, node.parentNode.insertBefore( document.createTextNode(val.substr(pos + text.length)), node.nextSibling)); node.nodeValue = val.substr(0, pos); if (isInSVG) { var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); var bbox = node.parentElement.getBBox(); rect.x.baseVal.value = bbox.x; rect.y.baseVal.value = bbox.y; rect.width.baseVal.value = bbox.width; rect.height.baseVal.value = bbox.height; rect.setAttribute('class', className); addItems.push({ "parent": node.parentNode, "target": rect}); } } } else if (!jQuery(node).is("button, select, textarea")) { jQuery.each(node.childNodes, function() { highlight(this, addItems); }); } } var addItems = []; var result = this.each(function() { highlight(this, addItems); }); for (var i = 0; i < addItems.length; ++i) { jQuery(addItems[i].parent).before(addItems[i].target); } return result; }; /* * backward compatibility for jQuery.browser * This will be supported until firefox bug is fixed. */ if (!jQuery.browser) { jQuery.uaMatch = function(ua) { ua = ua.toLowerCase(); var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || /(webkit)[ \/]([\w.]+)/.exec(ua) || /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || /(msie) ([\w.]+)/.exec(ua) || ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || []; return { browser: match[ 1 ] || "", version: match[ 2 ] || "0" }; }; jQuery.browser = {}; jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; }
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@@ -222,7 +222,7 @@ table.modindextable td {/* -- general body styles --------------------------------------------------- */ div.body { min-width: 450px; min-width: 360px; max-width: 800px; }
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@@ -335,13 +335,13 @@ p.sidebar-title {font-weight: bold; } div.admonition, div.topic, blockquote { div.admonition, div.topic, aside.topic, blockquote { clear: left; } /* -- topics ---------------------------------------------------------------- */ div.topic { div.topic, aside.topic { border: 1px solid #ccc; padding: 7px; margin: 10px 0 10px 0;
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@@ -380,6 +380,7 @@ div.body p.centered {div.sidebar > :last-child, aside.sidebar > :last-child, div.topic > :last-child, aside.topic > :last-child, div.admonition > :last-child { margin-bottom: 0; }
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@@ -387,6 +388,7 @@ div.admonition > :last-child {div.sidebar::after, aside.sidebar::after, div.topic::after, aside.topic::after, div.admonition::after, blockquote::after { display: block;
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@@ -428,10 +430,6 @@ table.docutils td, table.docutils th {border-bottom: 1px solid #aaa; } table.footnote td, table.footnote th { border: 0 !important; } th { text-align: left; padding-right: 5px;
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@@ -615,6 +613,7 @@ ul.simple p {margin-bottom: 0; } /* Docutils 0.17 and older (footnotes & citations) */ dl.footnote > dt, dl.citation > dt { float: left;
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@@ -632,6 +631,33 @@ dl.citation > dd:after {clear: both; } /* Docutils 0.18+ (footnotes & citations) */ aside.footnote > span, div.citation > span { float: left; } aside.footnote > span:last-of-type, div.citation > span:last-of-type { padding-right: 0.5em; } aside.footnote > p { margin-left: 2em; } div.citation > p { margin-left: 4em; } aside.footnote > p:last-of-type, div.citation > p:last-of-type { margin-bottom: 0em; } aside.footnote > p:last-of-type:after, div.citation > p:last-of-type:after { content: ""; clear: both; } /* Footnotes & citations ends */ dl.field-list { display: grid; grid-template-columns: fit-content(30%) auto;
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@@ -2,325 +2,263 @@* doctools.js * ~~~~~~~~~~~ * * Sphinx JavaScript utilities for all documentation. * Base JavaScript utilities for all Sphinx HTML documentation. * * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. * :license: BSD, see LICENSE for details. * */ "use strict"; /** * select a different prefix for underscore */ $u = _.noConflict(); /** * make the code below compatible with browsers without * an installed firebug like debugger if (!window.console || !console.firebug) { var names = ["log", "debug", "info", "warn", "error", "assert", "dir", "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace", "profile", "profileEnd"]; window.console = {}; for (var i = 0; i < names.length; ++i) window.console[names[i]] = function() {}; } */ /** * small helper function to urldecode strings * * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL */ jQuery.urldecode = function(x) { if (!x) { return x const _ready = (callback) => { if (document.readyState !== "loading") { callback(); } else { document.addEventListener("DOMContentLoaded", callback); } return decodeURIComponent(x.replace(/\+/g, ' ')); }; /** * small helper function to urlencode strings * highlight a given string on a node by wrapping it in * span elements with the given class name. */ jQuery.urlencode = encodeURIComponent; const _highlight = (node, addItems, text, className) => { if (node.nodeType === Node.TEXT_NODE) { const val = node.nodeValue; const parent = node.parentNode; const pos = val.toLowerCase().indexOf(text); if ( pos >= 0 && !parent.classList.contains(className) && !parent.classList.contains("nohighlight") ) { let span; /** * This function returns the parsed url parameters of the * current request. Multiple values per key are supported, * it will always return arrays of strings for the value parts. */ jQuery.getQueryParameters = function(s) { if (typeof s === 'undefined') s = document.location.search; var parts = s.substr(s.indexOf('?') + 1).split('&'); var result = {}; for (var i = 0; i < parts.length; i++) { var tmp = parts[i].split('=', 2); var key = jQuery.urldecode(tmp[0]); var value = jQuery.urldecode(tmp[1]); if (key in result) result[key].push(value); else result[key] = [value]; } return result; }; const closestNode = parent.closest("body, svg, foreignObject"); const isInSVG = closestNode && closestNode.matches("svg"); if (isInSVG) { span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); } else { span = document.createElement("span"); span.classList.add(className); } /** * highlight a given string on a jquery object by wrapping it in * span elements with the given class name. */ jQuery.fn.highlightText = function(text, className) { function highlight(node, addItems) { if (node.nodeType === 3) { var val = node.nodeValue; var pos = val.toLowerCase().indexOf(text); if (pos >= 0 && !jQuery(node.parentNode).hasClass(className) && !jQuery(node.parentNode).hasClass("nohighlight")) { var span; var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); if (isInSVG) { span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); } else { span = document.createElement("span"); span.className = className; } span.appendChild(document.createTextNode(val.substr(pos, text.length))); node.parentNode.insertBefore(span, node.parentNode.insertBefore( span.appendChild(document.createTextNode(val.substr(pos, text.length))); parent.insertBefore( span, parent.insertBefore( document.createTextNode(val.substr(pos + text.length)), node.nextSibling)); node.nodeValue = val.substr(0, pos); if (isInSVG) { var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); var bbox = node.parentElement.getBBox(); rect.x.baseVal.value = bbox.x; rect.y.baseVal.value = bbox.y; rect.width.baseVal.value = bbox.width; rect.height.baseVal.value = bbox.height; rect.setAttribute('class', className); addItems.push({ "parent": node.parentNode, "target": rect}); } node.nextSibling ) ); node.nodeValue = val.substr(0, pos); if (isInSVG) { const rect = document.createElementNS( "http://www.w3.org/2000/svg", "rect" ); const bbox = parent.getBBox(); rect.x.baseVal.value = bbox.x; rect.y.baseVal.value = bbox.y; rect.width.baseVal.value = bbox.width; rect.height.baseVal.value = bbox.height; rect.setAttribute("class", className); addItems.push({ parent: parent, target: rect }); } } else if (!jQuery(node).is("button, select, textarea")) { jQuery.each(node.childNodes, function() { highlight(this, addItems); }); } } else if (node.matches && !node.matches("button, select, textarea")) { node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); } var addItems = []; var result = this.each(function() { highlight(this, addItems); }); for (var i = 0; i < addItems.length; ++i) { jQuery(addItems[i].parent).before(addItems[i].target); } return result; }; /* * backward compatibility for jQuery.browser * This will be supported until firefox bug is fixed. */ if (!jQuery.browser) { jQuery.uaMatch = function(ua) { ua = ua.toLowerCase(); var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || /(webkit)[ \/]([\w.]+)/.exec(ua) || /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || /(msie) ([\w.]+)/.exec(ua) || ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || []; return { browser: match[ 1 ] || "", version: match[ 2 ] || "0" }; }; jQuery.browser = {}; jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; } const _highlightText = (thisNode, text, className) => { let addItems = []; _highlight(thisNode, addItems, text, className); addItems.forEach((obj) => obj.parent.insertAdjacentElement("beforebegin", obj.target) ); }; /** * Small JavaScript module for the documentation. */ var Documentation = { init : function() { this.fixFirefoxAnchorBug(); this.highlightSearchWords(); this.initIndexTable(); if (DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) { this.initOnKeyListeners(); } const Documentation = { init: () => { Documentation.highlightSearchWords(); Documentation.initDomainIndexTable(); Documentation.initOnKeyListeners(); }, /** * i18n support */ TRANSLATIONS : {}, PLURAL_EXPR : function(n) { return n === 1 ? 0 : 1; }, LOCALE : 'unknown', TRANSLATIONS: {}, PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), LOCALE: "unknown", // gettext and ngettext don't access this so that the functions // can safely bound to a different name (_ = Documentation.gettext) gettext : function(string) { var translated = Documentation.TRANSLATIONS[string]; if (typeof translated === 'undefined') return string; return (typeof translated === 'string') ? translated : translated[0]; }, ngettext : function(singular, plural, n) { var translated = Documentation.TRANSLATIONS[singular]; if (typeof translated === 'undefined') return (n == 1) ? singular : plural; return translated[Documentation.PLURALEXPR(n)]; }, addTranslations : function(catalog) { for (var key in catalog.messages) this.TRANSLATIONS[key] = catalog.messages[key]; this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')'); this.LOCALE = catalog.locale; gettext: (string) => { const translated = Documentation.TRANSLATIONS[string]; switch (typeof translated) { case "undefined": return string; // no translation case "string": return translated; // translation exists default: return translated[0]; // (singular, plural) translation tuple exists } }, /** * add context elements like header anchor links */ addContextElements : function() { $('div[id] > :header:first').each(function() { $('<a class="headerlink">\u00B6</a>'). attr('href', '#' + this.id). attr('title', _('Permalink to this headline')). appendTo(this); }); $('dt[id]').each(function() { $('<a class="headerlink">\u00B6</a>'). attr('href', '#' + this.id). attr('title', _('Permalink to this definition')). appendTo(this); }); ngettext: (singular, plural, n) => { const translated = Documentation.TRANSLATIONS[singular]; if (typeof translated !== "undefined") return translated[Documentation.PLURAL_EXPR(n)]; return n === 1 ? singular : plural; }, /** * workaround a firefox stupidity * see: https://bugzilla.mozilla.org/show_bug.cgi?id=645075 */ fixFirefoxAnchorBug : function() { if (document.location.hash && $.browser.mozilla) window.setTimeout(function() { document.location.href += ''; }, 10); addTranslations: (catalog) => { Object.assign(Documentation.TRANSLATIONS, catalog.messages); Documentation.PLURAL_EXPR = new Function( "n", `return (${catalog.plural_expr})` ); Documentation.LOCALE = catalog.locale; }, /** * highlight the search words provided in the url in the text */ highlightSearchWords : function() { var params = $.getQueryParameters(); var terms = (params.highlight) ? params.highlight[0].split(/\s+/) : []; if (terms.length) { var body = $('div.body'); if (!body.length) { body = $('body'); } window.setTimeout(function() { $.each(terms, function() { body.highlightText(this.toLowerCase(), 'highlighted'); }); }, 10); $('<p class="highlight-link"><a href="javascript:Documentation.' + 'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>') .appendTo($('#searchbox')); } }, highlightSearchWords: () => { const highlight = new URLSearchParams(window.location.search).get("highlight") || ""; const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); if (terms.length === 0) return; // nothing to do /** * init the domain index toggle buttons */ initIndexTable : function() { var togglers = $('img.toggler').click(function() { var src = $(this).attr('src'); var idnum = $(this).attr('id').substr(7); $('tr.cg-' + idnum).toggle(); if (src.substr(-9) === 'minus.png') $(this).attr('src', src.substr(0, src.length-9) + 'plus.png'); else $(this).attr('src', src.substr(0, src.length-8) + 'minus.png'); }).css('display', ''); if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) { togglers.click(); } // There should never be more than one element matching "div.body" const divBody = document.querySelectorAll("div.body"); const body = divBody.length ? divBody[0] : document.querySelector("body"); window.setTimeout(() => { terms.forEach((term) => _highlightText(body, term, "highlighted")); }, 10); const searchBox = document.getElementById("searchbox"); if (searchBox === null) return; searchBox.appendChild( document .createRange() .createContextualFragment( '<p class="highlight-link">' + '<a href="javascript:Documentation.hideSearchWords()">' + Documentation.gettext("Hide Search Matches") + "</a></p>" ) ); }, /** * helper function to hide the search marks again */ hideSearchWords : function() { $('#searchbox .highlight-link').fadeOut(300); $('span.highlighted').removeClass('highlighted'); var url = new URL(window.location); url.searchParams.delete('highlight'); window.history.replaceState({}, '', url); hideSearchWords: () => { document .querySelectorAll("#searchbox .highlight-link") .forEach((el) => el.remove()); document .querySelectorAll("span.highlighted") .forEach((el) => el.classList.remove("highlighted")); const url = new URL(window.location); url.searchParams.delete("highlight"); window.history.replaceState({}, "", url); }, /** * make the url absolute * helper function to focus on search bar */ makeURL : function(relativeURL) { return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL; focusSearchBar: () => { document.querySelectorAll("input[name=q]")[0]?.focus(); }, /** * get the current relative url * Initialise the domain index toggle buttons */ getCurrentURL : function() { var path = document.location.pathname; var parts = path.split(/\//); $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() { if (this === '..') parts.pop(); }); var url = parts.join('/'); return path.substring(url.lastIndexOf('/') + 1, path.length - 1); initDomainIndexTable: () => { const toggler = (el) => { const idNumber = el.id.substr(7); const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); if (el.src.substr(-9) === "minus.png") { el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; toggledRows.forEach((el) => (el.style.display = "none")); } else { el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; toggledRows.forEach((el) => (el.style.display = "")); } }; const togglerElements = document.querySelectorAll("img.toggler"); togglerElements.forEach((el) => el.addEventListener("click", (event) => toggler(event.currentTarget)) ); togglerElements.forEach((el) => (el.style.display = "")); if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); }, initOnKeyListeners: function() { $(document).keydown(function(event) { var activeElementType = document.activeElement.tagName; // don't navigate when in search box, textarea, dropdown or button if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT' && activeElementType !== 'BUTTON' && !event.altKey && !event.ctrlKey && !event.metaKey && !event.shiftKey) { switch (event.keyCode) { case 37: // left var prevHref = $('link[rel="prev"]').prop('href'); if (prevHref) { window.location.href = prevHref; return false; initOnKeyListeners: () => { // only install a listener if it is really needed if ( !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS ) return; const blacklistedElements = new Set([ "TEXTAREA", "INPUT", "SELECT", "BUTTON", ]); document.addEventListener("keydown", (event) => { if (blacklistedElements.has(document.activeElement.tagName)) return; // bail for input elements if (event.altKey || event.ctrlKey || event.metaKey) return; // bail with special keys if (!event.shiftKey) { switch (event.key) { case "ArrowLeft": if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; const prevLink = document.querySelector('link[rel="prev"]'); if (prevLink && prevLink.href) { window.location.href = prevLink.href; event.preventDefault(); } break; case 39: // right var nextHref = $('link[rel="next"]').prop('href'); if (nextHref) { window.location.href = nextHref; return false; case "ArrowRight": if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; const nextLink = document.querySelector('link[rel="next"]'); if (nextLink && nextLink.href) { window.location.href = nextLink.href; event.preventDefault(); } break; case "Escape": if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; Documentation.hideSearchWords(); event.preventDefault(); } } // some keyboard layouts may need Shift to get / switch (event.key) { case "/": if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; Documentation.focusSearchBar(); event.preventDefault(); } }); } }, }; // quick alias for translations _ = Documentation.gettext; const _ = Documentation.gettext; $(document).ready(function() { Documentation.init(); }); _ready(Documentation.init);
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@@ -1,12 +1,14 @@var DOCUMENTATION_OPTIONS = { URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), VERSION: '0.1', LANGUAGE: 'None', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', FILE_SUFFIX: '.html', LINK_SUFFIX: '.html', HAS_SOURCE: true, SOURCELINK_SUFFIX: '.txt', NAVIGATION_WITH_KEYS: false NAVIGATION_WITH_KEYS: false, SHOW_SEARCH_SUMMARY: true, ENABLE_SEARCH_SHORTCUTS: false, };
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@@ -1,15 +1,15 @@/*! * jQuery JavaScript Library v3.5.1 * jQuery JavaScript Library v3.6.0 * https://jquery.com/ * * Includes Sizzle.js * https://sizzlejs.com/ * * Copyright JS Foundation and other contributors * Copyright OpenJS Foundation and other contributors * Released under the MIT license * https://jquery.org/license * * Date: 2020-05-04T22:49Z * Date: 2021-03-02T17:08Z */ ( function( global, factory ) {
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@@ -76,12 +76,16 @@ var support = {};var isFunction = function isFunction( obj ) { // Support: Chrome <=57, Firefox <=52 // In some browsers, typeof returns "function" for HTML <object> elements // (i.e., `typeof document.createElement( "object" ) === "function"`). // We don't want to classify *any* DOM node as a function. return typeof obj === "function" && typeof obj.nodeType !== "number"; }; // Support: Chrome <=57, Firefox <=52 // In some browsers, typeof returns "function" for HTML <object> elements // (i.e., `typeof document.createElement( "object" ) === "function"`). // We don't want to classify *any* DOM node as a function. // Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5 // Plus for old WebKit, typeof returns "function" for HTML collections // (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756) return typeof obj === "function" && typeof obj.nodeType !== "number" && typeof obj.item !== "function"; }; var isWindow = function isWindow( obj ) {
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@@ -147,7 +151,7 @@ function toType( obj ) {var version = "3.5.1", version = "3.6.0", // Define a local copy of jQuery jQuery = function( selector, context ) {
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@@ -401,7 +405,7 @@ jQuery.extend( {if ( isArrayLike( Object( arr ) ) ) { jQuery.merge( ret, typeof arr === "string" ? [ arr ] : arr [ arr ] : arr ); } else { push.call( ret, arr );
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@@ -496,9 +500,9 @@ if ( typeof Symbol === "function" ) {// Populate the class2type map jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), function( _i, name ) { class2type[ "[object " + name + "]" ] = name.toLowerCase(); } ); function( _i, name ) { class2type[ "[object " + name + "]" ] = name.toLowerCase(); } ); function isArrayLike( obj ) {
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@@ -518,14 +522,14 @@ function isArrayLike( obj ) {} var Sizzle = /*! * Sizzle CSS Selector Engine v2.3.5 * Sizzle CSS Selector Engine v2.3.6 * https://sizzlejs.com/ * * Copyright JS Foundation and other contributors * Released under the MIT license * https://js.foundation/ * * Date: 2020-03-14 * Date: 2021-02-16 */ ( function( window ) { var i,
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@@ -1108,8 +1112,8 @@ support = Sizzle.support = {};* @returns {Boolean} True iff elem is a non-HTML XML node */ isXML = Sizzle.isXML = function( elem ) { var namespace = elem.namespaceURI, docElem = ( elem.ownerDocument || elem ).documentElement; var namespace = elem && elem.namespaceURI, docElem = elem && ( elem.ownerDocument || elem ).documentElement; // Support: IE <=8 // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
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@@ -3024,9 +3028,9 @@ var rneedsContext = jQuery.expr.match.needsContext;function nodeName( elem, name ) { return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); }; } var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
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@@ -3997,8 +4001,8 @@ jQuery.extend( {resolveContexts = Array( i ), resolveValues = slice.call( arguments ), // the master Deferred master = jQuery.Deferred(), // the primary Deferred primary = jQuery.Deferred(), // subordinate callback factory updateFunc = function( i ) {
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@@ -4006,30 +4010,30 @@ jQuery.extend( {resolveContexts[ i ] = this; resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; if ( !( --remaining ) ) { master.resolveWith( resolveContexts, resolveValues ); primary.resolveWith( resolveContexts, resolveValues ); } }; }; // Single- and empty arguments are adopted like Promise.resolve if ( remaining <= 1 ) { adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject, adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject, !remaining ); // Use .then() to unwrap secondary thenables (cf. gh-3000) if ( master.state() === "pending" || if ( primary.state() === "pending" || isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { return master.then(); return primary.then(); } } // Multiple arguments are aggregated like Promise.all array elements while ( i-- ) { adoptValue( resolveValues[ i ], updateFunc( i ), master.reject ); adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject ); } return master.promise(); return primary.promise(); } } );
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@@ -4180,8 +4184,8 @@ var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {for ( ; i < len; i++ ) { fn( elems[ i ], key, raw ? value : value.call( elems[ i ], i, fn( elems[ i ], key ) ) value : value.call( elems[ i ], i, fn( elems[ i ], key ) ) ); } }
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@@ -5089,10 +5093,7 @@ function buildFragment( elems, context, scripts, selection, ignored ) {} var rkeyEvent = /^key/, rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/, rtypenamespace = /^([^.]*)(?:\.(.+)|)/; var rtypenamespace = /^([^.]*)(?:\.(.+)|)/; function returnTrue() { return true;
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@@ -5387,8 +5388,8 @@ jQuery.event = {event = jQuery.event.fix( nativeEvent ), handlers = ( dataPriv.get( this, "events" ) || Object.create( null ) )[ event.type ] || [], dataPriv.get( this, "events" ) || Object.create( null ) )[ event.type ] || [], special = jQuery.event.special[ event.type ] || {}; // Use the fix-ed jQuery.Event rather than the (read-only) native event
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@@ -5512,12 +5513,12 @@ jQuery.event = {get: isFunction( hook ) ? function() { if ( this.originalEvent ) { return hook( this.originalEvent ); return hook( this.originalEvent ); } } : function() { if ( this.originalEvent ) { return this.originalEvent[ name ]; return this.originalEvent[ name ]; } },
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@@ -5656,7 +5657,13 @@ function leverageNative( el, type, expectSync ) {// Cancel the outer synthetic event event.stopImmediatePropagation(); event.preventDefault(); return result.value; // Support: Chrome 86+ // In Chrome, if an element having a focusout handler is blurred by // clicking outside of it, it invokes the handler synchronously. If // that handler calls `.remove()` on the element, the data is cleared, // leaving `result` undefined. We need to guard against this. return result && result.value; } // If this is an inner synthetic event for an event with a bubbling surrogate
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@@ -5821,34 +5828,7 @@ jQuery.each( {targetTouches: true, toElement: true, touches: true, which: function( event ) { var button = event.button; // Add which for key events if ( event.which == null && rkeyEvent.test( event.type ) ) { return event.charCode != null ? event.charCode : event.keyCode; } // Add which for click: 1 === left; 2 === middle; 3 === right if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) { if ( button & 1 ) { return 1; } if ( button & 2 ) { return 3; } if ( button & 4 ) { return 2; } return 0; } return event.which; } which: true }, jQuery.event.addProp ); jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
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@@ -5874,6 +5854,12 @@ jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateTypreturn true; }, // Suppress native focus or blur as it's already being fired // in leverageNative. _default: function() { return true; }, delegateType: delegateType }; } );
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@@ -6541,6 +6527,10 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );// set in CSS while `offset*` properties report correct values. // Behavior in IE 9 is more subtle than in newer versions & it passes // some versions of this test; make sure not to make it pass there! // // Support: Firefox 70+ // Only Firefox includes border widths // in computed dimensions. (gh-4529) reliableTrDimensions: function() { var table, tr, trChild, trStyle; if ( reliableTrDimensionsVal == null ) {
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@@ -6548,17 +6538,32 @@ var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );tr = document.createElement( "tr" ); trChild = document.createElement( "div" ); table.style.cssText = "position:absolute;left:-11111px"; table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate"; tr.style.cssText = "border:1px solid"; // Support: Chrome 86+ // Height set through cssText does not get applied. // Computed height then comes back as 0. tr.style.height = "1px"; trChild.style.height = "9px"; // Support: Android 8 Chrome 86+ // In our bodyBackground.html iframe, // display for all div elements is set to "inline", // which causes a problem only in Android 8 Chrome 86. // Ensuring the div is display: block // gets around this issue. trChild.style.display = "block"; documentElement .appendChild( table ) .appendChild( tr ) .appendChild( trChild ); trStyle = window.getComputedStyle( tr ); reliableTrDimensionsVal = parseInt( trStyle.height ) > 3; reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) + parseInt( trStyle.borderTopWidth, 10 ) + parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight; documentElement.removeChild( table ); }
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@@ -7022,10 +7027,10 @@ jQuery.each( [ "height", "width" ], function( _i, dimension ) {// Running getBoundingClientRect on a disconnected node // in IE throws an error. ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? swap( elem, cssShow, function() { return getWidthOrHeight( elem, dimension, extra ); } ) : getWidthOrHeight( elem, dimension, extra ); swap( elem, cssShow, function() { return getWidthOrHeight( elem, dimension, extra ); } ) : getWidthOrHeight( elem, dimension, extra ); } },
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@@ -7084,7 +7089,7 @@ jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,swap( elem, { marginLeft: 0 }, function() { return elem.getBoundingClientRect().left; } ) ) + "px"; ) + "px"; } } );
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@@ -7223,7 +7228,7 @@ Tween.propHooks = {if ( jQuery.fx.step[ tween.prop ] ) { jQuery.fx.step[ tween.prop ]( tween ); } else if ( tween.elem.nodeType === 1 && ( jQuery.cssHooks[ tween.prop ] || jQuery.cssHooks[ tween.prop ] || tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); } else {
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@@ -7468,7 +7473,7 @@ function defaultPrefilter( elem, props, opts ) {anim.done( function() { /* eslint-enable no-loop-func */ /* eslint-enable no-loop-func */ // The final step of a "hide" animation is actually hiding the element if ( !hidden ) {
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@@ -7588,7 +7593,7 @@ function Animation( elem, properties, options ) {tweens: [], createTween: function( prop, end ) { var tween = jQuery.Tween( elem, animation.opts, prop, end, animation.opts.specialEasing[ prop ] || animation.opts.easing ); animation.opts.specialEasing[ prop ] || animation.opts.easing ); animation.tweens.push( tween ); return tween; },
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@@ -7761,7 +7766,8 @@ jQuery.fn.extend( {anim.stop( true ); } }; doAnimation.finish = doAnimation; doAnimation.finish = doAnimation; return empty || optall.queue === false ? this.each( doAnimation ) :
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@@ -8401,8 +8407,8 @@ jQuery.fn.extend( {if ( this.setAttribute ) { this.setAttribute( "class", className || value === false ? "" : dataPriv.get( this, "__className__" ) || "" "" : dataPriv.get( this, "__className__" ) || "" ); } }
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@@ -8417,7 +8423,7 @@ jQuery.fn.extend( {while ( ( elem = this[ i++ ] ) ) { if ( elem.nodeType === 1 && ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { return true; return true; } }
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@@ -8707,9 +8713,7 @@ jQuery.extend( jQuery.event, {special.bindType || type; // jQuery handler handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] && handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] && dataPriv.get( cur, "handle" ); if ( handle ) { handle.apply( cur, data );
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@@ -8856,7 +8860,7 @@ var rquery = ( /\?/ );// Cross-browser xml parsing jQuery.parseXML = function( data ) { var xml; var xml, parserErrorElem; if ( !data || typeof data !== "string" ) { return null; }
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@@ -8865,12 +8869,17 @@ jQuery.parseXML = function( data ) {// IE throws on parseFromString with invalid input. try { xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); } catch ( e ) { xml = undefined; } } catch ( e ) {} if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) { jQuery.error( "Invalid XML: " + data ); parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ]; if ( !xml || parserErrorElem ) { jQuery.error( "Invalid XML: " + ( parserErrorElem ? jQuery.map( parserErrorElem.childNodes, function( el ) { return el.textContent; } ).join( "\n" ) : data ) ); } return xml; };
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@@ -8971,16 +8980,14 @@ jQuery.fn.extend( {// Can add propHook for "elements" to filter or add form elements var elements = jQuery.prop( this, "elements" ); return elements ? jQuery.makeArray( elements ) : this; } ) .filter( function() { } ).filter( function() { var type = this.type; // Use .is( ":disabled" ) so that fieldset[disabled] works return this.name && !jQuery( this ).is( ":disabled" ) && rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && ( this.checked || !rcheckableType.test( type ) ); } ) .map( function( _i, elem ) { } ).map( function( _i, elem ) { var val = jQuery( this ).val(); if ( val == null ) {
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@@ -9033,7 +9040,8 @@ var// Anchor tag for parsing the document origin originAnchor = document.createElement( "a" ); originAnchor.href = location.href; originAnchor.href = location.href; // Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport function addToPrefiltersOrTransports( structure ) {
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@@ -9414,8 +9422,8 @@ jQuery.extend( {// Context for global events is callbackContext if it is a DOM node or jQuery collection globalEventContext = s.context && ( callbackContext.nodeType || callbackContext.jquery ) ? jQuery( callbackContext ) : jQuery.event, jQuery( callbackContext ) : jQuery.event, // Deferreds deferred = jQuery.Deferred(),
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@@ -9727,8 +9735,10 @@ jQuery.extend( {response = ajaxHandleResponses( s, jqXHR, responses ); } // Use a noop converter for missing script if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) { // Use a noop converter for missing script but not if jsonp if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 && jQuery.inArray( "json", s.dataTypes ) < 0 ) { s.converters[ "text script" ] = function() {}; }
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@@ -10466,12 +10476,6 @@ jQuery.offset = {options.using.call( elem, props ); } else { if ( typeof props.top === "number" ) { props.top += "px"; } if ( typeof props.left === "number" ) { props.left += "px"; } curElem.css( props ); } }
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@@ -10640,8 +10644,11 @@ jQuery.each( [ "top", "left" ], function( _i, prop ) {// Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods jQuery.each( { Height: "height", Width: "width" }, function( name, type ) { jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name }, function( defaultExtra, funcName ) { jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name }, function( defaultExtra, funcName ) { // Margin is only for outerHeight, outerWidth jQuery.fn[ funcName ] = function( margin, value ) {
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@@ -10726,7 +10733,8 @@ jQuery.fn.extend( {} } ); jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " + jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " + "mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " + "change select submit keydown keypress keyup contextmenu" ).split( " " ), function( _i, name ) {
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@@ -10737,7 +10745,8 @@ jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +this.on( name, null, data, fn ) : this.trigger( name ); }; } ); } );
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-
-
-
@@ -10,7 +10,7 @@* */ var stopwords = ["a","and","are","as","at","be","but","by","for","if","in","into","is","it","near","no","not","of","on","or","such","that","the","their","then","there","these","they","this","to","was","will","with"]; var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; /* Non-minified version is copied as a separate JS file, is available */
-
@@ -197,101 +197,3 @@ var Stemmer = function() {} } var splitChars = (function() { var result = {}; var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648, 1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702, 2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971, 2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345, 3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761, 3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823, 4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125, 8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695, 11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587, 43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141]; var i, j, start, end; for (i = 0; i < singles.length; i++) { result[singles[i]] = true; } var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709], [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161], [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568], [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807], [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047], [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383], [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450], [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547], [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673], [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820], [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946], [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023], [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173], [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332], [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481], [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718], [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791], [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095], [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205], [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687], [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968], [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869], [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102], [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271], [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592], [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822], [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167], [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959], [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143], [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318], [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483], [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101], [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567], [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292], [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444], [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783], [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311], [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511], [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774], [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071], [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263], [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519], [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647], [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967], [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295], [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274], [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007], [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381], [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]]; for (i = 0; i < ranges.length; i++) { start = ranges[i][0]; end = ranges[i][1]; for (j = start; j <= end; j++) { result[j] = true; } } return result; })(); function splitQuery(query) { var result = []; var start = -1; for (var i = 0; i < query.length; i++) { if (splitChars[query.charCodeAt(i)]) { if (start !== -1) { result.push(query.slice(start, i)); start = -1; } } else if (start === -1) { start = i; } } if (start !== -1) { result.push(query.slice(start)); } return result; }
-
-
-
@@ -8,18 +8,20 @@* :license: BSD, see LICENSE for details. * */ "use strict"; if (!Scorer) { /** * Simple result scoring code. */ /** * Simple result scoring code. */ if (typeof Scorer === "undefined") { var Scorer = { // Implement the following function to further tweak the score for each result // The function takes a result array [filename, title, anchor, descr, score] // The function takes a result array [docname, title, anchor, descr, score, filename] // and returns the new score. /* score: function(result) { return result[4]; score: result => { const [docname, title, anchor, descr, score, filename] = result return score }, */
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@@ -28,9 +30,11 @@ if (!Scorer) {// or matches in the last dotted part of the object name objPartialMatch: 6, // Additive scores depending on the priority of the object objPrio: {0: 15, // used to be importantResults 1: 5, // used to be objectResults 2: -5}, // used to be unimportantResults objPrio: { 0: 15, // used to be importantResults 1: 5, // used to be objectResults 2: -5, // used to be unimportantResults }, // Used when the priority is not in the mapping. objPrioDefault: 0,
-
@@ -39,456 +43,455 @@ if (!Scorer) {partialTitle: 7, // query found in terms term: 5, partialTerm: 2 partialTerm: 2, }; } if (!splitQuery) { function splitQuery(query) { return query.split(/\s+/); const _removeChildren = (element) => { while (element && element.lastChild) element.removeChild(element.lastChild); }; /** * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping */ const _escapeRegExp = (string) => string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string const _displayItem = (item, highlightTerms, searchTerms) => { const docBuilder = DOCUMENTATION_OPTIONS.BUILDER; const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT; const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX; const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX; const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY; const [docName, title, anchor, descr] = item; let listItem = document.createElement("li"); let requestUrl; let linkUrl; if (docBuilder === "dirhtml") { // dirhtml builder let dirname = docName + "/"; if (dirname.match(/\/index\/$/)) dirname = dirname.substring(0, dirname.length - 6); else if (dirname === "index/") dirname = ""; requestUrl = docUrlRoot + dirname; linkUrl = requestUrl; } else { // normal html builders requestUrl = docUrlRoot + docName + docFileSuffix; linkUrl = docName + docLinkSuffix; } const params = new URLSearchParams(); params.set("highlight", [...highlightTerms].join(" ")); let linkEl = listItem.appendChild(document.createElement("a")); linkEl.href = linkUrl + "?" + params.toString() + anchor; linkEl.innerHTML = title; if (descr) listItem.appendChild(document.createElement("span")).innerText = " (" + descr + ")"; else if (showSearchSummary) fetch(requestUrl) .then((responseData) => responseData.text()) .then((data) => { if (data) listItem.appendChild( Search.makeSearchSummary(data, searchTerms, highlightTerms) ); }); Search.output.appendChild(listItem); }; const _finishSearch = (resultCount) => { Search.stopPulse(); Search.title.innerText = _("Search Results"); if (!resultCount) Search.status.innerText = Documentation.gettext( "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories." ); else Search.status.innerText = _( `Search finished, found ${resultCount} page(s) matching the search query.` ); }; const _displayNextItem = ( results, resultCount, highlightTerms, searchTerms ) => { // results left, load the summary and display it // this is intended to be dynamic (don't sub resultsCount) if (results.length) { _displayItem(results.pop(), highlightTerms, searchTerms); setTimeout( () => _displayNextItem(results, resultCount, highlightTerms, searchTerms), 5 ); } // search finished, update title and status message else _finishSearch(resultCount); }; /** * Default splitQuery function. Can be overridden in ``sphinx.search`` with a * custom function per language. * * The regular expression works by splitting the string on consecutive characters * that are not Unicode letters, numbers, underscores, or emoji characters. * This is the same as ``\W+`` in Python, preserving the surrogate pair area. */ if (typeof splitQuery === "undefined") { var splitQuery = (query) => query .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu) .filter(term => term) // remove remaining empty strings } /** * Search Module */ var Search = { _index : null, _queued_query : null, _pulse_status : -1, htmlToText : function(htmlString) { var virtualDocument = document.implementation.createHTMLDocument('virtual'); var htmlElement = $(htmlString, virtualDocument); htmlElement.find('.headerlink').remove(); docContent = htmlElement.find('[role=main]')[0]; if(docContent === undefined) { console.warn("Content block not found. Sphinx search tries to obtain it " + "via '[role=main]'. Could you check your theme or template."); return ""; } return docContent.textContent || docContent.innerText; const Search = { _index: null, _queued_query: null, _pulse_status: -1, htmlToText: (htmlString) => { const htmlElement = document .createRange() .createContextualFragment(htmlString); _removeChildren(htmlElement.querySelectorAll(".headerlink")); const docContent = htmlElement.querySelector('[role="main"]'); if (docContent !== undefined) return docContent.textContent; console.warn( "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template." ); return ""; }, init : function() { var params = $.getQueryParameters(); if (params.q) { var query = params.q[0]; $('input[name="q"]')[0].value = query; this.performSearch(query); } init: () => { const query = new URLSearchParams(window.location.search).get("q"); document .querySelectorAll('input[name="q"]') .forEach((el) => (el.value = query)); if (query) Search.performSearch(query); }, loadIndex : function(url) { $.ajax({type: "GET", url: url, data: null, dataType: "script", cache: true, complete: function(jqxhr, textstatus) { if (textstatus != "success") { document.getElementById("searchindexloader").src = url; } }}); }, loadIndex: (url) => (document.body.appendChild(document.createElement("script")).src = url), setIndex : function(index) { var q; this._index = index; if ((q = this._queued_query) !== null) { this._queued_query = null; Search.query(q); setIndex: (index) => { Search._index = index; if (Search._queued_query !== null) { const query = Search._queued_query; Search._queued_query = null; Search.query(query); } }, hasIndex : function() { return this._index !== null; }, hasIndex: () => Search._index !== null, deferQuery : function(query) { this._queued_query = query; }, deferQuery: (query) => (Search._queued_query = query), stopPulse : function() { this._pulse_status = 0; }, stopPulse: () => (Search._pulse_status = -1), startPulse : function() { if (this._pulse_status >= 0) return; function pulse() { var i; startPulse: () => { if (Search._pulse_status >= 0) return; const pulse = () => { Search._pulse_status = (Search._pulse_status + 1) % 4; var dotString = ''; for (i = 0; i < Search._pulse_status; i++) dotString += '.'; Search.dots.text(dotString); if (Search._pulse_status > -1) window.setTimeout(pulse, 500); } Search.dots.innerText = ".".repeat(Search._pulse_status); if (Search._pulse_status >= 0) window.setTimeout(pulse, 500); }; pulse(); }, /** * perform a search for something (or wait until index is loaded) */ performSearch : function(query) { performSearch: (query) => { // create the required interface elements this.out = $('#search-results'); this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out); this.dots = $('<span></span>').appendTo(this.title); this.status = $('<p class="search-summary"> </p>').appendTo(this.out); this.output = $('<ul class="search"/>').appendTo(this.out); $('#search-progress').text(_('Preparing search...')); this.startPulse(); const searchText = document.createElement("h2"); searchText.textContent = _("Searching"); const searchSummary = document.createElement("p"); searchSummary.classList.add("search-summary"); searchSummary.innerText = ""; const searchList = document.createElement("ul"); searchList.classList.add("search"); const out = document.getElementById("search-results"); Search.title = out.appendChild(searchText); Search.dots = Search.title.appendChild(document.createElement("span")); Search.status = out.appendChild(searchSummary); Search.output = out.appendChild(searchList); const searchProgress = document.getElementById("search-progress"); // Some themes don't use the search progress node if (searchProgress) { searchProgress.innerText = _("Preparing search..."); } Search.startPulse(); // index already loaded, the browser was quick! if (this.hasIndex()) this.query(query); else this.deferQuery(query); if (Search.hasIndex()) Search.query(query); else Search.deferQuery(query); }, /** * execute search (requires search index to be loaded) */ query : function(query) { var i; // stem the searchterms and add them to the correct list var stemmer = new Stemmer(); var searchterms = []; var excluded = []; var hlterms = []; var tmp = splitQuery(query); var objectterms = []; for (i = 0; i < tmp.length; i++) { if (tmp[i] !== "") { objectterms.push(tmp[i].toLowerCase()); } query: (query) => { // stem the search terms and add them to the correct list const stemmer = new Stemmer(); const searchTerms = new Set(); const excludedTerms = new Set(); const highlightTerms = new Set(); const objectTerms = new Set(splitQuery(query.toLowerCase().trim())); splitQuery(query.trim()).forEach((queryTerm) => { const queryTermLower = queryTerm.toLowerCase(); // maybe skip this "word" // stopwords array is from language_data.js if ( stopwords.indexOf(queryTermLower) !== -1 || queryTerm.match(/^\d+$/) ) return; if ($u.indexOf(stopwords, tmp[i].toLowerCase()) != -1 || tmp[i] === "") { // skip this "word" continue; } // stem the word var word = stemmer.stemWord(tmp[i].toLowerCase()); // prevent stemmer from cutting word smaller than two chars if(word.length < 3 && tmp[i].length >= 3) { word = tmp[i]; } var toAppend; let word = stemmer.stemWord(queryTermLower); // select the correct list if (word[0] == '-') { toAppend = excluded; word = word.substr(1); } if (word[0] === "-") excludedTerms.add(word.substr(1)); else { toAppend = searchterms; hlterms.push(tmp[i].toLowerCase()); searchTerms.add(word); highlightTerms.add(queryTermLower); } // only add if not already in the list if (!$u.contains(toAppend, word)) toAppend.push(word); } var highlightstring = '?highlight=' + $.urlencode(hlterms.join(" ")); // console.debug('SEARCH: searching for:'); // console.info('required: ', searchterms); // console.info('excluded: ', excluded); }); // prepare search var terms = this._index.terms; var titleterms = this._index.titleterms; // console.debug("SEARCH: searching for:"); // console.info("required: ", [...searchTerms]); // console.info("excluded: ", [...excludedTerms]); // array of [filename, title, anchor, descr, score] var results = []; $('#search-progress').empty(); // array of [docname, title, anchor, descr, score, filename] let results = []; _removeChildren(document.getElementById("search-progress")); // lookup as object for (i = 0; i < objectterms.length; i++) { var others = [].concat(objectterms.slice(0, i), objectterms.slice(i+1, objectterms.length)); results = results.concat(this.performObjectSearch(objectterms[i], others)); } objectTerms.forEach((term) => results.push(...Search.performObjectSearch(term, objectTerms)) ); // lookup as search terms in fulltext results = results.concat(this.performTermsSearch(searchterms, excluded, terms, titleterms)); results.push(...Search.performTermsSearch(searchTerms, excludedTerms)); // let the scorer override scores with a custom scoring function if (Scorer.score) { for (i = 0; i < results.length; i++) results[i][4] = Scorer.score(results[i]); } if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item))); // now sort the results by score (in opposite order of appearance, since the // display function below uses pop() to retrieve items) and then // alphabetically results.sort(function(a, b) { var left = a[4]; var right = b[4]; if (left > right) { return 1; } else if (left < right) { return -1; } else { results.sort((a, b) => { const leftScore = a[4]; const rightScore = b[4]; if (leftScore === rightScore) { // same score: sort alphabetically left = a[1].toLowerCase(); right = b[1].toLowerCase(); return (left > right) ? -1 : ((left < right) ? 1 : 0); const leftTitle = a[1].toLowerCase(); const rightTitle = b[1].toLowerCase(); if (leftTitle === rightTitle) return 0; return leftTitle > rightTitle ? -1 : 1; // inverted is intentional } return leftScore > rightScore ? 1 : -1; }); // remove duplicate search results // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept let seen = new Set(); results = results.reverse().reduce((acc, result) => { let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(','); if (!seen.has(resultStr)) { acc.push(result); seen.add(resultStr); } return acc; }, []); results = results.reverse(); // for debugging //Search.lastresults = results.slice(); // a copy //console.info('search results:', Search.lastresults); // console.info("search results:", Search.lastresults); // print the results var resultCount = results.length; function displayNextItem() { // results left, load the summary and display it if (results.length) { var item = results.pop(); var listItem = $('<li></li>'); var requestUrl = ""; var linkUrl = ""; if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') { // dirhtml builder var dirname = item[0] + '/'; if (dirname.match(/\/index\/$/)) { dirname = dirname.substring(0, dirname.length-6); } else if (dirname == 'index/') { dirname = ''; } requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname; linkUrl = requestUrl; } else { // normal html builders requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX; linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX; } listItem.append($('<a/>').attr('href', linkUrl + highlightstring + item[2]).html(item[1])); if (item[3]) { listItem.append($('<span> (' + item[3] + ')</span>')); Search.output.append(listItem); setTimeout(function() { displayNextItem(); }, 5); } else if (DOCUMENTATION_OPTIONS.HAS_SOURCE) { $.ajax({url: requestUrl, dataType: "text", complete: function(jqxhr, textstatus) { var data = jqxhr.responseText; if (data !== '' && data !== undefined) { var summary = Search.makeSearchSummary(data, searchterms, hlterms); if (summary) { listItem.append(summary); } } Search.output.append(listItem); setTimeout(function() { displayNextItem(); }, 5); }}); } else { // no source available, just display title Search.output.append(listItem); setTimeout(function() { displayNextItem(); }, 5); } } // search finished, update title and status message else { Search.stopPulse(); Search.title.text(_('Search Results')); if (!resultCount) Search.status.text(_('Your search did not match any documents. 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@@ -77,8 +79,8 @@<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div itemprop="articleBody"> <div class="section" id="mathematics-in-lean"> <h1>Mathematics in Lean<a class="headerlink" href="#mathematics-in-lean" title="Permalink to this headline"></a></h1> <section id="mathematics-in-lean"> <h1>Mathematics in Lean<a class="headerlink" href="#mathematics-in-lean" title="Permalink to this heading"></a></h1> <div class="toctree-wrapper compound"> <ul> <li class="toctree-l1"><a class="reference internal" href="C01_Introduction.html">1. Introduction</a><ul>
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