diff --git a/lectures/2.4_formats_and_performance/exercises/24_formats_and_performance.ipynb b/lectures/2.4_formats_and_performance/exercises/24_formats_and_performance.ipynb index 1cf6a21f..035b51f0 100644 --- a/lectures/2.4_formats_and_performance/exercises/24_formats_and_performance.ipynb +++ b/lectures/2.4_formats_and_performance/exercises/24_formats_and_performance.ipynb @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -76,14 +76,14 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "[codecarbon INFO @ 09:19:47] offline tracker init\n" + "[codecarbon INFO @ 11:20:05] offline tracker init\n" ] } ], @@ -93,7 +93,6 @@ " log_level=\"error\",\n", " save_to_file=True,\n", " output_dir=\"./\",\n", - " default_cpu_power=21 # TODO: Set the correct value\n", ")" ] }, @@ -112,7 +111,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -177,19 +176,19 @@ " \n", "
\n", " \"LED\n", - "

LED Bulb Runtime:
0.38 seconds

\n", + "

LED Bulb Runtime:
0.15 seconds

\n", " \n", - " This energy is equivalent to powering a standard 10W LED bulb for 0.38 seconds .\n", + " This energy is equivalent to powering a standard 10W LED bulb for 0.15 seconds .\n", " \n", "
\n", " \n", " \n", "
\n", " \"Smartwatch\"\n", - "

Smartwatch Runtime idle use:
1.06 minutes

\n", - "

Smartwatch Runtime normal use:
7.66 seconds

\n", + "

Smartwatch Runtime idle use:
24.50 seconds

\n", + "

Smartwatch Runtime normal use:
2.94 seconds

\n", " \n", - " The amount of energy used to run the code could power a smartwatch for 1.06 minutes in idle mode and for 7.66 seconds in regular use mode .\n", + " The amount of energy used to run the code could power a smartwatch for 24.50 seconds in idle mode and for 2.94 seconds in regular use mode .\n", " \n", "
\n", " \n", @@ -206,7 +205,7 @@ " text-align: center;\n", " box-sizing: border-box;\n", " position: relative;\n", - " border: 2px solid transparent; /* Initial border */\n", + " border: 2px solid transparent;\n", " transition: border-color 0.3s;\n", " }\n", " .item img {\n", @@ -253,9 +252,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting experiment: 2\n", + "Stopped experiment: 2\n" + ] + } + ], "source": [ "tracker.start_experiment(experiment_id=2)\n", "\n", @@ -290,9 +298,103 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " Emission Equivalents for Latest Run\n", + " \n", + " \n", + "

Emission Equivalents for Latest Run

\n", + "
\n", + " \n", + "
\n", + " \"Mars\n", + "

Mars Rover Perseverance distance:
0.18 Meters

\n", + " \n", + " This is equivalent to the amount of energy required to move the Perseverance rover 0.18 meters.\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \"LED\n", + "

LED Bulb Runtime:
1.29 minutes

\n", + " \n", + " This energy is equivalent to powering a standard 10W LED bulb for 1.29 minutes .\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \"Smartwatch\"\n", + "

Smartwatch Runtime idle use:
3.57 hours

\n", + "

Smartwatch Runtime normal use:
25.72 minutes

\n", + " \n", + " The amount of energy used to run the code could power a smartwatch for 3.57 hours in idle mode and for 25.72 minutes in regular use mode .\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "calculate_emission_equivalents(experiment_id=2)" ] @@ -319,9 +421,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting experiment: 3\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jzvolensky/miniconda3/envs/cubes-and-clouds/lib/python3.11/site-packages/xarray/core/groupby.py:508: FutureWarning: 'M' is deprecated and will be removed in a future version, please use 'ME' instead.\n", + " index_grouper = pd.Grouper(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Stopped experiment: 3\n" + ] + } + ], "source": [ "tracker.start_experiment(experiment_id=3)\n", "\n", @@ -351,9 +476,103 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " Emission Equivalents for Latest Run\n", + " \n", + " \n", + "

Emission Equivalents for Latest Run

\n", + "
\n", + " \n", + "
\n", + " \"Mars\n", + "

Mars Rover Perseverance distance:
1.67 Meters

\n", + " \n", + " This is equivalent to the amount of energy required to move the Perseverance rover 1.67 meters.\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \"LED\n", + "

LED Bulb Runtime:
11.63 minutes

\n", + " \n", + " This energy is equivalent to powering a standard 10W LED bulb for 11.63 minutes .\n", + " \n", + "
\n", + " \n", + " \n", + "
\n", + " \"Smartwatch\"\n", + "

Smartwatch Runtime idle use:
32.29 hours

\n", + "

Smartwatch Runtime normal use:
3.88 hours

\n", + " \n", + " The amount of energy used to run the code could power a smartwatch for 32.29 hours in idle mode and for 3.88 hours in regular use mode .\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "calculate_emission_equivalents(experiment_id=3)" ] diff --git a/lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py b/lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py index 07251025..84547b90 100644 --- a/lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py +++ b/lectures/2.4_formats_and_performance/exercises/codecarbon_utils.py @@ -38,6 +38,11 @@ class CustomEmissionsTracker(OfflineEmissionsTracker): """ def __init__(self, *args, **kwargs): + + lock_file="/tmp/.codecarbon.lock" + if os.path.exists(lock_file): + os.remove(lock_file) + carbon_logger.debug("Removed lock file to prevent double tracker instances.") super().__init__(*args, **kwargs) self.current_experiment_id = None self.emissions_file = os.path.join(