{
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   "source": [
    "# Timer\n",
    "\n",
    "The code in this notebook helps with measuring time."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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   "source": [
    "**Prerequisites**\n",
    "\n",
    "* This notebook needs some understanding on advanced concepts in Python, notably \n",
    "    * classes\n",
    "    * the Python `with` statement\n",
    "    * measuring time"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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   "source": [
    "## Synopsis\n",
    "To [use the code provided in this chapter](Importing.ipynb), write\n",
    "\n",
    "```python\n",
    ">>> from debuggingbook.Timer import <identifier>\n",
    "```\n",
    "\n",
    "and then make use of the following features.\n",
    "\n",
    "**Note**: The examples in this section only work after the rest of the cells have been executed.\n"
   ]
  },
  {
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     "slide_type": "fragment"
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   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.030439833004493266"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with Timer() as t:\n",
    "    some_long_running_function()\n",
    "t.elapsed_time()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "button": false,
    "new_sheet": false,
    "run_control": {
     "read_only": false
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    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Measuring Time\n",
    "\n",
    "The class `Timer` allows measuring the elapsed time during some code execution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "button": false,
    "execution": {
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    "run_control": {
     "read_only": false
    },
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "import bookutils.setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "button": false,
    "execution": {
     "iopub.execute_input": "2025-10-26T17:22:16.128639Z",
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    "new_sheet": false,
    "run_control": {
     "read_only": false
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    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-10-26T17:22:16.131607Z",
     "iopub.status.busy": "2025-10-26T17:22:16.131513Z",
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     "shell.execute_reply": "2025-10-26T17:22:16.132736Z"
    },
    "slideshow": {
     "slide_type": "fragment"
    },
    "tags": [
     "remove-input"
    ]
   },
   "outputs": [],
   "source": [
    "# ignore\n",
    "from typing import Type, Any"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
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    "button": false,
    "execution": {
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    "slideshow": {
     "slide_type": "fragment"
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   },
   "outputs": [],
   "source": [
    "def clock() -> float:\n",
    "    \"\"\"\n",
    "    Return the number of fractional seconds elapsed since some point of reference.\n",
    "    \"\"\"\n",
    "    return time.perf_counter()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
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    },
    "slideshow": {
     "slide_type": "skip"
    }
   },
   "outputs": [],
   "source": [
    "from types import TracebackType"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "button": false,
    "execution": {
     "iopub.execute_input": "2025-10-26T17:22:16.139381Z",
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   "outputs": [],
   "source": [
    "class Timer:\n",
    "    def __init__(self) -> None:\n",
    "        \"\"\"Constructor\"\"\"\n",
    "        self.start_time = clock()\n",
    "        self.end_time = None\n",
    "\n",
    "    def __enter__(self) -> Any:\n",
    "        \"\"\"Begin of `with` block\"\"\"\n",
    "        self.start_time = clock()\n",
    "        self.end_time = None\n",
    "        return self\n",
    "\n",
    "    def __exit__(self, exc_type: Type, exc_value: BaseException,\n",
    "                 tb: TracebackType) -> None:\n",
    "        \"\"\"End of `with` block\"\"\"\n",
    "        self.end_time = clock()  # type: ignore\n",
    "\n",
    "    def elapsed_time(self) -> float:\n",
    "        \"\"\"Return elapsed time in seconds\"\"\"\n",
    "        if self.end_time is None:\n",
    "            # still running\n",
    "            return clock() - self.start_time\n",
    "        else:\n",
    "            return self.end_time - self.start_time  # type: ignore"
   ]
  },
  {
   "cell_type": "markdown",
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    "slideshow": {
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    }
   },
   "source": [
    "Here's an example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
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    "execution": {
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    "run_control": {
     "read_only": false
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    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [],
   "source": [
    "def some_long_running_function() -> None:\n",
    "    i = 1000000\n",
    "    while i > 0:\n",
    "        i -= 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "button": false,
    "execution": {
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    "new_sheet": false,
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     "read_only": false
    },
    "slideshow": {
     "slide_type": "fragment"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stopping total time:\n",
      "0.03074662500876002\n"
     ]
    }
   ],
   "source": [
    "print(\"Stopping total time:\")\n",
    "with Timer() as t:\n",
    "    some_long_running_function()\n",
    "print(t.elapsed_time())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "button": false,
    "execution": {
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    },
    "new_sheet": false,
    "run_control": {
     "read_only": false
    },
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Stopping time in between:\n",
      "0.030248791998019442\n",
      "0.060225916997296736\n",
      "0.09011208399897441\n",
      "0.12019625000539236\n",
      "0.1499536250194069\n",
      "0.17993966699577868\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.21137279199319892\n",
      "0.24325558400596492\n",
      "0.2745761669939384\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.30587045900756493\n"
     ]
    }
   ],
   "source": [
    "print(\"Stopping time in between:\")\n",
    "with Timer() as t:\n",
    "    for i in range(10):\n",
    "        some_long_running_function()\n",
    "        print(t.elapsed_time())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "button": false,
    "new_sheet": false,
    "run_control": {
     "read_only": false
    },
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "source": [
    "That's it, folks – enjoy!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "button": false,
    "new_sheet": true,
    "run_control": {
     "read_only": false
    },
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Lessons Learned\n",
    "\n",
    "* With the `Timer` class, it is very easy to measure elapsed time."
   ]
  }
 ],
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