numerical-python-book-code/ch01-code-listing.html at master · qespresso/numerical-python-book-code · GitHub

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<!DOCTYPE html>
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<title>ch01-code-listing</title>

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<h1 id="Chapter-1:-Computing-with-Python">Chapter 1: Computing with Python<a class="anchor-link" href="#Chapter-1:-Computing-with-Python">&#182;</a></h1>
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<p>Robert Johansson</p>
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<pre>Hello from Python!
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<pre>Python 2.7.10 :: Continuum Analytics, Inc.
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<pre>9</pre>
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<pre>u&apos;3 * 3&apos;</pre>
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<pre>9</pre>
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<pre>[&apos;&apos;, u&apos;3 * 3&apos;, u&apos;In[1]&apos;, u&apos;Out[1]&apos;, u&apos;In&apos;]</pre>
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<pre>{1: 9,
 2: u&apos;3 * 3&apos;,
 3: 9,
 4: [&apos;&apos;, u&apos;3 * 3&apos;, u&apos;In[1]&apos;, u&apos;Out[1]&apos;, u&apos;In&apos;, u&apos;Out&apos;]}</pre>
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<div class=" highlight hl-ipython2"><pre><span class="mi">1</span><span class="o">+</span><span class="mi">2</span>
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<pre>2</pre>
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<h2 id="Documentation">Documentation<a class="anchor-link" href="#Documentation">&#182;</a></h2>
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<pre>[&apos;file1.py&apos;, &apos;file2.py&apos;, &apos;file3.py&apos;]</pre>
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<pre>-rw-r--r--  1 rob  staff  0 Aug 30 17:03 file1.py
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<h2 id="Running-scripts-from-the-IPython-console">Running scripts from the IPython console<a class="anchor-link" href="#Running-scripts-from-the-IPython-console">&#182;</a></h2>
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<div class=" highlight hl-ipython2"><pre><span class="o">%%</span><span class="k">writefile</span> fib.py

def fib(N):
    &quot;&quot;&quot;
    Return a list of the first N Fibonacci numbers.
    &quot;&quot;&quot;
    f0, f1 = 0, 1
    f = [1] * N
    for n in range(1, N):
        f[n] = f0 + f1
        f0, f1 = f1, f[n]

    return f

print(fib(10))
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<pre>Overwriting fib.py
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<div class=" highlight hl-ipython2"><pre><span class="o">!</span>python fib.py
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<pre>[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]
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<div class=" highlight hl-ipython2"><pre><span class="o">%</span><span class="k">run</span> fib.py
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<pre>[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]
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<div class=" highlight hl-ipython2"><pre><span class="n">fib</span><span class="p">(</span><span class="mi">6</span><span class="p">)</span>
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<pre>[1, 1, 2, 3, 5, 8]</pre>
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<h2 id="Debugger">Debugger<a class="anchor-link" href="#Debugger">&#182;</a></h2>
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<div class=" highlight hl-ipython2"><pre><span class="n">fib</span><span class="p">(</span><span class="mf">1.0</span><span class="p">)</span>
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<pre>
<span class="ansired">---------------------------------------------------------------------------</span>
<span class="ansired">TypeError</span>                                 Traceback (most recent call last)
<span class="ansigreen">&lt;ipython-input-25-ccc1774a65b9&gt;</span> in <span class="ansicyan">&lt;module&gt;</span><span class="ansiblue">()</span>
<span class="ansigreen">----&gt; 1</span><span class="ansired"> </span>fib<span class="ansiblue">(</span><span class="ansicyan">1.0</span><span class="ansiblue">)</span><span class="ansiblue"></span>

<span class="ansigreen">/Users/rob/Desktop/apress-numerical-python-review/code/fib.py</span> in <span class="ansicyan">fib</span><span class="ansiblue">(N)</span>
<span class="ansigreen">      5</span>     &quot;&quot;&quot;
<span class="ansigreen">      6</span>     f0<span class="ansiblue">,</span> f1 <span class="ansiblue">=</span> <span class="ansicyan">0</span><span class="ansiblue">,</span> <span class="ansicyan">1</span><span class="ansiblue"></span>
<span class="ansigreen">----&gt; 7</span><span class="ansired">     </span>f <span class="ansiblue">=</span> <span class="ansiblue">[</span><span class="ansicyan">1</span><span class="ansiblue">]</span> <span class="ansiblue">*</span> N<span class="ansiblue"></span>
<span class="ansigreen">      8</span>     <span class="ansigreen">for</span> n <span class="ansigreen">in</span> range<span class="ansiblue">(</span><span class="ansicyan">1</span><span class="ansiblue">,</span> N<span class="ansiblue">)</span><span class="ansiblue">:</span><span class="ansiblue"></span>
<span class="ansigreen">      9</span>         f<span class="ansiblue">[</span>n<span class="ansiblue">]</span> <span class="ansiblue">=</span> f0 <span class="ansiblue">+</span> f1<span class="ansiblue"></span>

<span class="ansired">TypeError</span>: can&apos;t multiply sequence by non-int of type &apos;float&apos;</pre>
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<div class=" highlight hl-ipython2"><pre><span class="o">%</span><span class="k">debug</span>
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<pre>&gt; <span class="ansigreen">/Users/rob/Desktop/apress-numerical-python-review/code/fib.py</span>(7)<span class="ansicyan">fib</span><span class="ansiblue">()</span>
<span class="ansigreen">      6 </span><span class="ansired">    </span>f0<span class="ansiblue">,</span> f1 <span class="ansiblue">=</span> <span class="ansicyan">0</span><span class="ansiblue">,</span> <span class="ansicyan">1</span><span class="ansiblue"></span>
<span class="ansigreen">----&gt; 7 </span><span class="ansired">    </span>f <span class="ansiblue">=</span> <span class="ansiblue">[</span><span class="ansicyan">1</span><span class="ansiblue">]</span> <span class="ansiblue">*</span> N<span class="ansiblue"></span>
<span class="ansigreen">      8 </span><span class="ansired">    </span><span class="ansigreen">for</span> n <span class="ansigreen">in</span> range<span class="ansiblue">(</span><span class="ansicyan">1</span><span class="ansiblue">,</span> N<span class="ansiblue">)</span><span class="ansiblue">:</span><span class="ansiblue"></span>

ipdb&gt; print(N)
1.0
ipdb&gt; q
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<h2 id="Timing-and-profiling-code">Timing and profiling code<a class="anchor-link" href="#Timing-and-profiling-code">&#182;</a></h2>
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<div class=" highlight hl-ipython2"><pre><span class="o">%</span><span class="k">timeit</span> fib(100)
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<pre>100000 loops, best of 3: 18.2 µs per loop
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