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<p class="run"><span class="n"><a id="t1" href="#t1">1</a></span><span class="t"><span class="key">from</span> <span class="nam">__future__</span> <span class="key">import</span> <span class="nam">annotations</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t2" href="#t2">2</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t3" href="#t3">3</a></span><span class="t"><span class="key">import</span> <span class="nam">time</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t4" href="#t4">4</a></span><span class="t"><span class="key">from</span> <span class="nam">typing</span> <span class="key">import</span> <span class="nam">Literal</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t5" href="#t5">5</a></span><span class="t"> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t6" href="#t6">6</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t7" href="#t7">7</a></span><span class="t"><span class="key">class</span> <span class="nam">TimerContext</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t8" href="#t8">8</a></span><span class="t"> <span class="str">"""context manager for timing code"""</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t9" href="#t9">9</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t10" href="#t10">10</a></span><span class="t"> <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span> <span class="op">-></span> <span class="key">None</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t11" href="#t11">11</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">start_time</span><span class="op">:</span> <span class="nam">float</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t12" href="#t12">12</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">end_time</span><span class="op">:</span> <span class="nam">float</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t13" href="#t13">13</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">elapsed_time</span><span class="op">:</span> <span class="nam">float</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t14" href="#t14">14</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t15" href="#t15">15</a></span><span class="t"> <span class="key">def</span> <span class="nam">__enter__</span><span class="op">(</span><span class="nam">self</span><span class="op">)</span> <span class="op">-></span> <span class="str">"TimerContext"</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t16" href="#t16">16</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">start_time</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">(</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t17" href="#t17">17</a></span><span class="t"> <span class="key">return</span> <span class="nam">self</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t18" href="#t18">18</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t19" href="#t19">19</a></span><span class="t"> <span class="key">def</span> <span class="nam">__exit__</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">exc_type</span><span class="op">,</span> <span class="nam">exc_val</span><span class="op">,</span> <span class="nam">exc_tb</span><span class="op">)</span> <span class="op">-></span> <span class="nam">Literal</span><span class="op">[</span><span class="key">False</span><span class="op">]</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t20" href="#t20">20</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">end_time</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">(</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t21" href="#t21">21</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">elapsed_time</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">end_time</span> <span class="op">-</span> <span class="nam">self</span><span class="op">.</span><span class="nam">start_time</span> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t22" href="#t22">22</a></span><span class="t"> <span class="key">return</span> <span class="key">False</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t23" href="#t23">23</a></span><span class="t"> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t24" href="#t24">24</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t25" href="#t25">25</a></span><span class="t"><span class="key">def</span> <span class="nam">filter_time_str</span><span class="op">(</span><span class="nam">time</span><span class="op">:</span> <span class="nam">str</span><span class="op">)</span> <span class="op">-></span> <span class="nam">str</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t26" href="#t26">26</a></span><span class="t"> <span class="str">"""assuming format `h:mm:ss`, clips off the hours if its 0"""</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t27" href="#t27">27</a></span><span class="t"> <span class="key">if</span> <span class="op">(</span><span class="nam">len</span><span class="op">(</span><span class="nam">time</span><span class="op">)</span> <span class="op">==</span> <span class="num">7</span><span class="op">)</span> <span class="key">and</span> <span class="op">(</span><span class="nam">time</span><span class="op">[</span><span class="num">0</span><span class="op">]</span> <span class="op">==</span> <span class="str">"0"</span><span class="op">)</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t28" href="#t28">28</a></span><span class="t"> <span class="key">return</span> <span class="nam">time</span><span class="op">[</span><span class="num">3</span><span class="op">:</span><span class="op">]</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t29" href="#t29">29</a></span><span class="t"> <span class="key">else</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t30" href="#t30">30</a></span><span class="t"> <span class="key">return</span> <span class="nam">time</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t31" href="#t31">31</a></span><span class="t"> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t32" href="#t32">32</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t33" href="#t33">33</a></span><span class="t"><span class="key">class</span> <span class="nam">ProgressEstimator</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t34" href="#t34">34</a></span><span class="t"> <span class="str">"""estimates progress and can give a progress bar"""</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t35" href="#t35">35</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t36" href="#t36">36</a></span><span class="t"> <span class="key">def</span> <span class="nam">__init__</span><span class="op">(</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t37" href="#t37">37</a></span><span class="t"> <span class="nam">self</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t38" href="#t38">38</a></span><span class="t"> <span class="nam">n_total</span><span class="op">:</span> <span class="nam">int</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t39" href="#t39">39</a></span><span class="t"> <span class="nam">pbar_fill</span><span class="op">:</span> <span class="nam">str</span> <span class="op">=</span> <span class="str">"█"</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t40" href="#t40">40</a></span><span class="t"> <span class="nam">pbar_empty</span><span class="op">:</span> <span class="nam">str</span> <span class="op">=</span> <span class="str">" "</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t41" href="#t41">41</a></span><span class="t"> <span class="nam">pbar_bounds</span><span class="op">:</span> <span class="nam">tuple</span><span class="op">[</span><span class="nam">str</span><span class="op">,</span> <span class="nam">str</span><span class="op">]</span> <span class="op">=</span> <span class="op">(</span><span class="str">"|"</span><span class="op">,</span> <span class="str">"|"</span><span class="op">)</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t42" href="#t42">42</a></span><span class="t"> <span class="op">)</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t43" href="#t43">43</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">n_total</span><span class="op">:</span> <span class="nam">int</span> <span class="op">=</span> <span class="nam">n_total</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t44" href="#t44">44</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">starttime</span><span class="op">:</span> <span class="nam">float</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">(</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t45" href="#t45">45</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_fill</span><span class="op">:</span> <span class="nam">str</span> <span class="op">=</span> <span class="nam">pbar_fill</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t46" href="#t46">46</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_empty</span><span class="op">:</span> <span class="nam">str</span> <span class="op">=</span> <span class="nam">pbar_empty</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t47" href="#t47">47</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_bounds</span><span class="op">:</span> <span class="nam">tuple</span><span class="op">[</span><span class="nam">str</span><span class="op">,</span> <span class="nam">str</span><span class="op">]</span> <span class="op">=</span> <span class="nam">pbar_bounds</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t48" href="#t48">48</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">total_str_len</span><span class="op">:</span> <span class="nam">int</span> <span class="op">=</span> <span class="nam">len</span><span class="op">(</span><span class="nam">str</span><span class="op">(</span><span class="nam">n_total</span><span class="op">)</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t49" href="#t49">49</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t50" href="#t50">50</a></span><span class="t"> <span class="key">def</span> <span class="nam">get_timing_raw</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">i</span><span class="op">:</span> <span class="nam">int</span><span class="op">)</span> <span class="op">-></span> <span class="nam">dict</span><span class="op">[</span><span class="nam">str</span><span class="op">,</span> <span class="nam">float</span><span class="op">]</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t51" href="#t51">51</a></span><span class="t"> <span class="str">"""returns dict(elapsed, per_iter, remaining, percent)"""</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t52" href="#t52">52</a></span><span class="t"> <span class="nam">elapsed</span><span class="op">:</span> <span class="nam">float</span> <span class="op">=</span> <span class="nam">time</span><span class="op">.</span><span class="nam">time</span><span class="op">(</span><span class="op">)</span> <span class="op">-</span> <span class="nam">self</span><span class="op">.</span><span class="nam">starttime</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t53" href="#t53">53</a></span><span class="t"> <span class="nam">per_iter</span><span class="op">:</span> <span class="nam">float</span> <span class="op">=</span> <span class="nam">elapsed</span> <span class="op">/</span> <span class="nam">i</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t54" href="#t54">54</a></span><span class="t"> <span class="key">return</span> <span class="nam">dict</span><span class="op">(</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t55" href="#t55">55</a></span><span class="t"> <span class="nam">elapsed</span><span class="op">=</span><span class="nam">elapsed</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t56" href="#t56">56</a></span><span class="t"> <span class="nam">per_iter</span><span class="op">=</span><span class="nam">per_iter</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t57" href="#t57">57</a></span><span class="t"> <span class="nam">remaining</span><span class="op">=</span><span class="op">(</span><span class="nam">self</span><span class="op">.</span><span class="nam">n_total</span> <span class="op">-</span> <span class="nam">i</span><span class="op">)</span> <span class="op">*</span> <span class="nam">per_iter</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t58" href="#t58">58</a></span><span class="t"> <span class="nam">percent</span><span class="op">=</span><span class="nam">i</span> <span class="op">/</span> <span class="nam">self</span><span class="op">.</span><span class="nam">n_total</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t59" href="#t59">59</a></span><span class="t"> <span class="op">)</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t60" href="#t60">60</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t61" href="#t61">61</a></span><span class="t"> <span class="key">def</span> <span class="nam">get_pbar</span><span class="op">(</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t62" href="#t62">62</a></span><span class="t"> <span class="nam">self</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t63" href="#t63">63</a></span><span class="t"> <span class="nam">i</span><span class="op">:</span> <span class="nam">int</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t64" href="#t64">64</a></span><span class="t"> <span class="nam">width</span><span class="op">:</span> <span class="nam">int</span> <span class="op">=</span> <span class="num">30</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t65" href="#t65">65</a></span><span class="t"> <span class="op">)</span> <span class="op">-></span> <span class="nam">str</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t66" href="#t66">66</a></span><span class="t"> <span class="str">"""returns a progress bar"""</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t67" href="#t67">67</a></span><span class="t"> <span class="nam">percent_filled</span><span class="op">:</span> <span class="nam">float</span> <span class="op">=</span> <span class="nam">i</span> <span class="op">/</span> <span class="nam">self</span><span class="op">.</span><span class="nam">n_total</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t68" href="#t68">68</a></span><span class="t"> <span class="com"># round to nearest integer</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t69" href="#t69">69</a></span><span class="t"> <span class="nam">n_filled</span><span class="op">:</span> <span class="nam">int</span> <span class="op">=</span> <span class="nam">int</span><span class="op">(</span><span class="nam">round</span><span class="op">(</span><span class="nam">percent_filled</span> <span class="op">*</span> <span class="nam">width</span><span class="op">)</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t70" href="#t70">70</a></span><span class="t"> <span class="key">return</span> <span class="str">""</span><span class="op">.</span><span class="nam">join</span><span class="op">(</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t71" href="#t71">71</a></span><span class="t"> <span class="op">[</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t72" href="#t72">72</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_bounds</span><span class="op">[</span><span class="num">0</span><span class="op">]</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t73" href="#t73">73</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_fill</span> <span class="op">*</span> <span class="nam">n_filled</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t74" href="#t74">74</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_empty</span> <span class="op">*</span> <span class="op">(</span><span class="nam">width</span> <span class="op">-</span> <span class="nam">n_filled</span><span class="op">)</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t75" href="#t75">75</a></span><span class="t"> <span class="nam">self</span><span class="op">.</span><span class="nam">pbar_bounds</span><span class="op">[</span><span class="num">1</span><span class="op">]</span><span class="op">,</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t76" href="#t76">76</a></span><span class="t"> <span class="op">]</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t77" href="#t77">77</a></span><span class="t"> <span class="op">)</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t78" href="#t78">78</a></span><span class="t"> </span><span class="r"></span></p>
<p class="run"><span class="n"><a id="t79" href="#t79">79</a></span><span class="t"> <span class="key">def</span> <span class="nam">get_progress_default</span><span class="op">(</span><span class="nam">self</span><span class="op">,</span> <span class="nam">i</span><span class="op">:</span> <span class="nam">int</span><span class="op">)</span> <span class="op">-></span> <span class="nam">str</span><span class="op">:</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t80" href="#t80">80</a></span><span class="t"> <span class="str">"""returns a progress string"""</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t81" href="#t81">81</a></span><span class="t"> <span class="nam">timing_raw</span><span class="op">:</span> <span class="nam">dict</span><span class="op">[</span><span class="nam">str</span><span class="op">,</span> <span class="nam">float</span><span class="op">]</span> <span class="op">=</span> <span class="nam">self</span><span class="op">.</span><span class="nam">get_timing_raw</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t82" href="#t82">82</a></span><span class="t"> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t83" href="#t83">83</a></span><span class="t"> <span class="nam">percent_str</span><span class="op">:</span> <span class="nam">str</span> <span class="op">=</span> <span class="nam">str</span><span class="op">(</span><span class="nam">int</span><span class="op">(</span><span class="nam">timing_raw</span><span class="op">[</span><span class="str">"percent"</span><span class="op">]</span> <span class="op">*</span> <span class="num">100</span><span class="op">)</span><span class="op">)</span><span class="op">.</span><span class="nam">ljust</span><span class="op">(</span><span class="num">2</span><span class="op">)</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t84" href="#t84">84</a></span><span class="t"> <span class="com"># TODO: get_progress_default</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t85" href="#t85">85</a></span><span class="t"> <span class="com"># iters_str: str = f"{str(i).ljust(self.total_str_len)}/{self.n_total}"</span> </span><span class="r"></span></p>
<p class="pln"><span class="n"><a id="t86" href="#t86">86</a></span><span class="t"> <span class="com"># timing_str: str</span> </span><span class="r"></span></p>
<p class="mis show_mis"><span class="n"><a id="t87" href="#t87">87</a></span><span class="t"> <span class="key">return</span> <span class="fst">f"</span><span class="op">{</span><span class="nam">percent_str</span><span class="op">}</span><span class="fst">% </span><span class="op">{</span><span class="nam">self</span><span class="op">.</span><span class="nam">get_pbar</span><span class="op">(</span><span class="nam">i</span><span class="op">)</span><span class="op">}</span><span class="fst">"</span> </span><span class="r"></span></p>
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