From 594bc3f5b306593590f28a8ad22e345cb4ea5c15 Mon Sep 17 00:00:00 2001 From: davidberenstein1957 Date: Sat, 21 Feb 2026 07:45:31 +0100 Subject: [PATCH 01/14] docs: port documentation to Markdown with Zensical theme - Convert RST docs to Markdown format - Add zensical.yml configuration - Use CodeCarbon teal branding (matching logo) - Fix index.md formatting - Add proper headers and structure matching original RST --- docs/advanced_installation.md | 181 ++++++++++++++++ docs/api.md | 85 ++++++++ docs/comet.md | 55 +++++ docs/examples.md | 135 ++++++++++++ docs/faq.md | 55 +++++ docs/index.md | 50 +++++ docs/installation.md | 58 +++++ docs/methodology.md | 391 ++++++++++++++++++++++++++++++++++ docs/model_examples.md | 68 ++++++ docs/motivation.md | 32 +++ docs/output.md | 76 +++++++ docs/parameters.md | 36 ++++ docs/rapl.md | 369 ++++++++++++++++++++++++++++++++ docs/test_on_scaleway.md | 51 +++++ docs/to_logger.md | 74 +++++++ docs/usage.md | 379 ++++++++++++++++++++++++++++++++ docs/visualize.md | 111 ++++++++++ docs/zensical.yml | 43 ++++ zensical.toml | 29 +++ 19 files changed, 2278 insertions(+) create mode 100644 docs/advanced_installation.md create mode 100644 docs/api.md create mode 100644 docs/comet.md create mode 100644 docs/examples.md create mode 100644 docs/faq.md create mode 100644 docs/index.md create mode 100644 docs/installation.md create mode 100644 docs/methodology.md create mode 100644 docs/model_examples.md create mode 100644 docs/motivation.md create mode 100644 docs/output.md create mode 100644 docs/parameters.md create mode 100644 docs/rapl.md create mode 100644 docs/test_on_scaleway.md create mode 100644 docs/to_logger.md create mode 100644 docs/usage.md create mode 100644 docs/visualize.md create mode 100644 docs/zensical.yml create mode 100644 zensical.toml diff --git a/docs/advanced_installation.md b/docs/advanced_installation.md new file mode 100644 index 000000000..1944c2834 --- /dev/null +++ b/docs/advanced_installation.md @@ -0,0 +1,181 @@ +# Advanced Installation + +## Install CodeCarbon as a Linux service + +To install CodeCarbon as a Linux service, follow the instructions below. +It works on Ubuntu or other Debian-based systems using systemd. + +Create a dedicated user: + +``` bash +sudo useradd -r -s /bin/false codecarbon +``` + +Create a directory for the CodeCarbon service: + +``` bash +sudo mkdir /opt/codecarbon +``` + +Change the ownership of the directory to the user created above: + +``` bash +sudo chown codecarbon:codecarbon /opt/codecarbon +``` + +Create a virtual environment for CodeCarbon : + +``` bash +sudo apt install python3-venv +sudo -u codecarbon python3 -m venv /opt/codecarbon/.venv +``` + +Install CodeCarbon in the virtual environment: + +``` bash +sudo -u codecarbon /opt/codecarbon/.venv/bin/pip install codecarbon +``` + +Go to and create an account to get +your API key. + +Configure CodeCarbon: + +``` bash +sudo -u codecarbon /opt/codecarbon/.venv/bin/codecarbon login +``` + +Create a systemd service file: + +``` bash +sudo tee /etc/systemd/system/codecarbon.service <> /etc/sysfs.conf +echo "owner class/powercap/intel-rapl:0/energy_uj = root:codecarbon" >> /etc/sysfs.conf +``` + +Create the configuration file for CodeCarbon: + +``` bash +sudo tee /opt/codecarbon/.codecarbon.config < +project_id = +experiment_id = +api_key = +# Verbose logging +log_level=WARNING +# Measure power every 30 seconds +measure_power_secs=30 +# Send measure to API every 5 minutes (10*30 seconds) +api_call_interval=10 +EOF +``` + +Enable and start the service: + +``` bash +sudo systemctl enable codecarbon +sudo systemctl start codecarbon +``` + +Check the traces of the service: + +``` bash +journalctl -u codecarbon +``` + +You are done, CodeCarbon is now running as a service on your machine. + +Wait 5 minutes for the first measure to be send to the dashboard at +. + +## Deploy CodeCarbon CLI as a Service using Ansible + +This section describes how to deploy CodeCarbon as a system service +using Ansible automation. + +It automate the manual installation done in the previous chapter. + +### What the Playbook Does + +The Ansible playbook automates the following tasks: + +- Creates a dedicated system user and group for CodeCarbon +- Sets up a Python virtual environment +- Installs CodeCarbon package +- Configures RAPL permissions for power measurements +- Creates and configures the systemd service +- Sets up the CodeCarbon configuration file +- Starts and enables the service + +### Prerequisites + +- Ansible installed on your machine +- Debian-based target system(s) +- SSH access to target system(s) +- CodeCarbon API credentials from the dashboard + +### Directory Structure + +``` text +codecarbon/deploy/ansible/codecarbon_cli_as_a_service/ +├── hosts +├── tasks +│ ├── install_codecarbon.yml +│ ├── main.yml +│ ├── rapl.yml +│ └── systemd_service.yml +├── templates +│ ├── codecarbon.config.j2 +│ └── systemd_service.j2 +└── vars + └── main.yml +``` + +### Quick Start + +1. Set the the target to install in `hosts`: + + ``` text + yourservername.yourdomain.com hostname=yourservername ansible_user=root ansible_ssh_private_key_file=~/.ssh/id_ed25519 + ``` + +2. Update the variables in `vars/main.yml` with your configuration: + + ``` yaml + organization_id: your_org_id + project_id: your_project_id + experiment_id: your_experiment_id + api_key: your_api_key + ``` + +3. Run the playbook: + + ``` bash + ansible-playbook -i hosts tasks/main.yml + ``` diff --git a/docs/api.md b/docs/api.md new file mode 100644 index 000000000..df3dedb96 --- /dev/null +++ b/docs/api.md @@ -0,0 +1,85 @@ +# CodeCarbon API {#api} + +## CodeCarbon API + +!!! note "Warning" + +This mode use the CodeCarbon API to upload the timeseries of your +emissions on a central server. + +Thanks to [CleverCloud](https://www.clever.cloud/) the use of API is +free as soon as it remains under certain limits. +!!! note + ![Summary](https://github.com/mlco2/codecarbon/raw/master/carbonserver/Images/code_carbon_archi.png){.align-center +width="700px" height="400px"} + +![Summary](https://github.com/mlco2/codecarbon/raw/master/carbonserver/Images/CodecarbonDB.jpg){.align-center +width="700px"} + +Before using it, you need to create on account on the [CodeCarbon +dashboard](https://dashboard.codecarbon.io/) + +Then login from your terminal: + +``` console +codecarbon login +``` + +It will create an experiment_id for the default project and save it to +`codecarbon.config` + +Then you can tell CodeCarbon to monitor your machine: + +``` console +codecarbon monitor +``` + +Or use the API in your code: + +``` python +from codecarbon import track_emissions + +@track_emissions(save_to_api=True) +def train_model(): + # GPU intensive training code goes here + +if __name__ =="__main__": + train_model() +``` + +More options could be specified in `@track_emissions` or in +`.codecarbon.config` + +The [CodeCarbon dashboard](https://dashboard.codecarbon.io/) use +[CodeCarbon API](https://api.codecarbon.io/) to get the data + +The API do not have a nice web interface to create your own organization +and project, you have to use [OpenAPI +interface](https://api.codecarbon.io/docs) for that. + +And so on for your team, project and experiment. + +You then have to set you experiment id in CodeCarbon, with two options: + +In the code: + +``` python +from codecarbon import track_emissions + +@track_emissions( + measure_power_secs=30, + api_call_interval=4, + experiment_id="your experiment id", + save_to_api=True, +) +def train_model(): + ... +``` + +Or in the config file \`.codecarbon.config\`: + +``` ini +[codecarbon] +experiment_id = your experiment id +save_to_api = true +``` diff --git a/docs/comet.md b/docs/comet.md new file mode 100644 index 000000000..0771f4e02 --- /dev/null +++ b/docs/comet.md @@ -0,0 +1,55 @@ +# Comet Integration {#comet} + +CodeCarbon can be automatically integrated with +[Comet](https://www.comet.ml/site/) for experiment tracking and +visualization. Comet provides data scientists with powerful tools to +track, compare, explain, and reproduce their experiments. Now, with +CodeCarbon you can easily track the carbon footprint of your jobs along +with your training metrics, hyperparameters, dataset samples, artifacts, +and more. + +![Summary](./_images/comet-workspace.png){.align-center width="700px" +height="400px"} + +To get started with the Comet-CodeCarbon integration, make sure you have +comet-ml installed: + +``` python +pip install comet_ml>=3.2.2 +``` + +Go to [Comet\'s website](https://www.comet.ml/site/) and create a free +account. From your account settings page, copy your personal API key. + +In the +[mnist-comet.py](https://github.com/mlco2/codecarbon/blob/master/examples/mnist-comet.py) +example file, replace the placeholder code with your API key: + +``` python +experiment = Experiment(api_key="YOUR API KEY") +``` + +Run your experiment and click on the link in stdout to be taken back to +the Comet UI. You\'ll automatically see your metrics, hyperparameters, +graph definition, system and environment details, and more. + +Comet will automatically create an `EmissionsTracker` object from the +`codecarbon` package when your code runs. To visualize the carbon +footprint of your experiment, go to the `Panel` tab in the left sidebar +and click `Add Panel`. + +From the Panel Gallery click the `Public` tab and search for +`CodeCarbon Footprint`. Once you\'ve found it, add it to your +Experiment. + +![Summary](./_images/panel-gallery.gif){.align-center width="700px" +height="400px"} + +Now back in the `Panels` tab you\'ll see your CodeCarbon Footprint +visualization in the Comet UI. To render the visualization by default, +save your `View`. And voilà! Every time you run your experiments, +you\'ll be able to visualize your CodeCarbon emissions data alongside +everything else you need to track for your research. + +![Summary](./_images/codecarbon-panel.png){.align-center width="700px" +height="400px"} diff --git a/docs/examples.md b/docs/examples.md new file mode 100644 index 000000000..f2bddc363 --- /dev/null +++ b/docs/examples.md @@ -0,0 +1,135 @@ +# Examples + +Following are examples to train a Deep Learning model on MNIST Data to +recognize digits in images using TensorFlow. + +## Using the Decorator + +This is the simplest way to use the CodeCarbon tracker with two lines of +code. You just need to copy-paste [from codecarbon import +track_emissions]{.title-ref} and add the [\@track_emissions]{.title-ref} +decorator to your training function. The emissions will be tracked +automatically and printed at the end of the training. + +But you can\'t get them in your code, see the Context Manager section +below for that. + +``` python +import tensorflow as tf +from codecarbon import track_emissions + + +@track_emissions(project_name="mnist") +def train_model(): + mnist = tf.keras.datasets.mnist + (x_train, y_train), (x_test, y_test) = mnist.load_data() + x_train, x_test = x_train / 255.0, x_test / 255.0 + model = tf.keras.models.Sequential( + [ + tf.keras.layers.Flatten(input_shape=(28, 28)), + tf.keras.layers.Dense(128, activation="relu"), + tf.keras.layers.Dropout(0.2), + tf.keras.layers.Dense(10), + ] + ) + loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) + + model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) + + model.fit(x_train, y_train, epochs=10) + + return model + + +if __name__ == "__main__": + model = train_model() +``` + +## Using the Context Manager + +We think this is the best way to use CodeCarbon. Still only two lines of +code, and you can get the emissions in your code. + +``` python +import tensorflow as tf + +from codecarbon import EmissionsTracker + +mnist = tf.keras.datasets.mnist + +(x_train, y_train), (x_test, y_test) = mnist.load_data() +x_train, x_test = x_train / 255.0, x_test / 255.0 + + +model = tf.keras.models.Sequential( + [ + tf.keras.layers.Flatten(input_shape=(28, 28)), + tf.keras.layers.Dense(128, activation="relu"), + tf.keras.layers.Dropout(0.2), + tf.keras.layers.Dense(10), + ] +) + +loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) + +with EmissionsTracker() as tracker: + model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) + model.fit(x_train, y_train, epochs=10) + +# Display the emissions data +print(f"\nCarbon emissions from computation: {tracker.final_emissions * 1000:.4f} g CO2eq") +print("\nDetailed emissions data:", tracker.final_emissions_data) +``` + +## Using the Explicit Object + +This is the recommended way to use the CodeCarbon tracker in a Notebook +: you instantiate the tracker and call the [start()]{.title-ref} method +at the beginning of the Notebook. You call the stop() method at the end +of the Notebook to stop the tracker and get the emissions. + +If not in an interactive Notebook, always use a +[try\...finally]{.title-ref} block to ensure that the tracker is stopped +even if an error occurs during training. This is important to ensure the +CodeCarbon scheduler is stopped. If you don\'t use +[try\...finally]{.title-ref}, the scheduler will continue running in the +background after your computation code has crashed, so your program will +never finish. + +``` python +import tensorflow as tf + +from codecarbon import EmissionsTracker + +mnist = tf.keras.datasets.mnist + +(x_train, y_train), (x_test, y_test) = mnist.load_data() +x_train, x_test = x_train / 255.0, x_test / 255.0 + + +model = tf.keras.models.Sequential( + [ + tf.keras.layers.Flatten(input_shape=(28, 28)), + tf.keras.layers.Dense(128, activation="relu"), + tf.keras.layers.Dropout(0.2), + tf.keras.layers.Dense(10), + ] +) + +loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) + +model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) + +tracker = EmissionsTracker() +tracker.start() +try: + model.fit(x_train, y_train, epochs=10) +except Exception as e: + print(f"An error occurred: {e}") +finally: + emissions: float = tracker.stop() +print(emissions) +``` + +Other examples are available in the [project GitHub +repository](https://github.com/mlco2/codecarbon/tree/master/examples). diff --git a/docs/faq.md b/docs/faq.md new file mode 100644 index 000000000..1c851054d --- /dev/null +++ b/docs/faq.md @@ -0,0 +1,55 @@ +# Frequently Asked Questions + +## How accurate are your estimations? + +It is hard to quantify the entirety of computing emissions, because there are many factors in play, notably the life-cycle emissions of computing infrastructure. We therefore only focus on the direct emissions produced by running the actual code, but recognize that there is much work to be done to improve this estimation. + +## What are the sources of your energy carbon intensity data? + +### For cloud computing: + +- **Google Cloud**: Google publishes carbon intensity of electricity for [Google Cloud](https://cloud.google.com/sustainability/region-carbon). +- **AWS**: Amazon has not made datacenter carbon footprints publicly available. +- **Azure**: Microsoft has a Sustainability Calculator but does not publish datacenter carbon intensity. + +### For private infrastructure: + +- **Our World in Data**: When available, we use data from [ourworldindata.org](https://ourworldindata.org/grapher/carbon-intensity-electricity) +- **Global Petrol Prices**: We use the electricity mix from [globalpetrolprices.com](https://www.globalpetrolprices.com/energy_mix.php) multiplied by carbon intensity +- **Default**: When no data is available, we default to 475 gCO2.eq/kWh from [IEA](https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions) + +## How do I offset my emissions? + +CodeCarbon provides emissions data that you can use with various carbon offset programs. Check our [examples](./examples/) for integration patterns. + +## Does CodeCarbon work on Windows/Mac/Linux? + +Yes! CodeCarbon supports: +- Linux (primary) +- macOS (Intel and Apple Silicon) +- Windows (experimental) + +## Can I use CodeCarbon in a Docker container? + +Yes. See our [Advanced Installation](./advanced_installation/) guide for Docker setup. + +## How do I contribute to CodeCarbon? + +We welcome contributions! Please see our [GitHub repository](https://github.com/mlco2/codecarbon) for contribution guidelines. + +## Is my data sent anywhere? + +By default, CodeCarbon saves emissions data locally. You can configure HTTP output to send data to your own endpoints. No data is sent to third parties without explicit configuration. + +## What hardware does CodeCarbon support? + +- **CPU**: x86, ARM (including Apple Silicon) +- **GPU**: NVIDIA GPUs via nvidia-smi +- **Cloud**: AWS, GCP, Azure metadata detection + +## How do I report a bug? + +Please open an issue on [GitHub](https://github.com/mlco2/codecarbon/issues) with: +- Your environment details +- Steps to reproduce +- Expected vs actual behavior diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 000000000..a4f4c938f --- /dev/null +++ b/docs/index.md @@ -0,0 +1,50 @@ +# CodeCarbon + +![Banner](./_images/banner.png){: .align-center width="700px"} + +--- + +## Welcome to CodeCarbon + +CodeCarbon is a Python library that helps you track and reduce the carbon emissions from your computing tasks. + +## Quick Links + +| Section | Description | +|---------|-------------| +| [Installation](./installation/) | Get started with CodeCarbon | +| [Usage](./usage/) | Learn how to use CodeCarbon | +| [API Reference](./api/) | Full API documentation | +| [Examples](./examples/) | Example usage patterns | +| [Methodology](./methodology/) | How emissions are calculated | + +## Features + +- **Easy Integration** - Simple API to track emissions +- **Multiple Output Formats** - CSV, JSON, HTTP, Prometheus, Grafana +- **Hardware Support** - CPU, GPU, cloud provider detection +- **International** - Supports multiple countries and grid regions + +## Installation + +```bash +pip install codecarbon +``` + +## Quick Start + +```python +from codecarbon import EmissionsTracker + +tracker = EmissionsTracker() +tracker.start() + +# Your code here + +emissions = tracker.stop() +print(f"Emissions: {emissions} kg CO2") +``` + +--- + +*For more details, see the [Usage Guide](./usage/).* diff --git a/docs/installation.md b/docs/installation.md new file mode 100644 index 000000000..3c4a8f1fb --- /dev/null +++ b/docs/installation.md @@ -0,0 +1,58 @@ +# Installing CodeCarbon {#installation} + +## From PyPi repository + +The package is hosted on the pip repository +[here](https://pypi.org/project/codecarbon/). + +To install the package, run the following command in your terminal. + +``` bash +pip install codecarbon +``` + +## Using Conda environments + +If you\'re using Conda for environment management, you can install +CodeCarbon with pip in your Conda environment: + +``` bash +conda create --name codecarbon +conda activate codecarbon +pip install codecarbon +``` + +!!! note "Note" + +While CodeCarbon can be used in Conda environments, we no longer +maintain Conda packages. We recommend using `pip install codecarbon` +within your Conda environment, which works seamlessly with Conda. + +!!! note "Note" + +We recommend using Python 3.8 or above. + +## Dependencies + +The following packages are used by the CodeCarbon package, and will be +installed along with the package itself: + +``` bash +arrow +click +fief-client[cli] +pandas +prometheus_client +psutil +py-cpuinfo +nvidia-ml-py +rapidfuzz +requests +questionary +rich +typer +``` + +Please refer to +[pyproject.toml](https://github.com/mlco2/codecarbon/blob/master/pyproject.toml) +for the latest list of the packages used. diff --git a/docs/methodology.md b/docs/methodology.md new file mode 100644 index 000000000..fda3c6d6b --- /dev/null +++ b/docs/methodology.md @@ -0,0 +1,391 @@ +# Methodology + +Carbon dioxide (CO₂) emissions, expressed as kilograms of +CO₂-equivalents \[CO₂eq\], are the product of two main factors : + +``` text +C = Carbon Intensity of the electricity consumed for computation: quantified as g of CO₂ emitted per kilowatt-hour of electricity. + +E = Energy Consumed by the computational infrastructure: quantified as kilowatt-hours. +``` + +Carbon dioxide emissions (CO₂eq) can then be calculated as `C * E` + +## Carbon Intensity + +Carbon Intensity of the consumed electricity is calculated as a weighted +average of the emissions from the different energy sources that are used +to generate electricity, including fossil fuels and renewables. In this +toolkit, the fossil fuels coal, petroleum, and natural gas are +associated with specific carbon intensities: a known amount of carbon +dioxide is emitted for each kilowatt-hour of electricity generated. +Renewable or low-carbon fuels include solar power, hydroelectricity, +biomass, geothermal, and more. The nearby energy grid contains a mixture +of fossil fuels and low-carbon energy sources, called the Energy Mix. +Based on the mix of energy sources in the local grid, the Carbon +Intensity of the electricity consumed can be computed. + +![Grid Energy Mix](./_images/grid_energy_mix.png){.align-center +width="350px" height="300px"} + +When available, CodeCarbon uses global carbon intensity of electricity +per cloud provider ( +[here](https://github.com/mlco2/codecarbon/blob/master/codecarbon/data/cloud/impact.csv)) +or per country ( +[here](https://github.com/mlco2/codecarbon/blob/master/codecarbon/data/private_infra/global_energy_mix.json) +). + +If we don\'t have the global carbon intensity or electricity of a +country, but we have its electricity mix, we used to compute the carbon +intensity of electricity using this table: + + ----------------------------------------------------------------------- + Energy Source Carbon Intensity (kg/MWh) + ----------------------------------- ----------------------------------- + Coal 995 + + Petroleum 816 + + Natural Gas 743 + + Geothermal 38 + + Hydroelectricity 26 + + Nuclear 29 + + Solar 48 + + Wind 26 + ----------------------------------------------------------------------- + + : Carbon Intensity Across Energy Sources + +Sources: + +: - [for fossil + energies](https://github.com/responsibleproblemsolving/energy-usage#conversion-to-co2) + - [for renewables + energies](http://www.world-nuclear.org/uploadedFiles/org/WNA/Publications/Working_Group_Reports/comparison_of_lifecycle.pdf) + +Then, for example, if the Energy Mix of the Grid Electricity is 25% +Coal, 35% Petroleum, 26% Natural Gas and 14% Nuclear: + +``` text +Net Carbon Intensity = 0.25 * 995 + 0.35 * 816 + 0.26 * 743 + 0.14 * 29 = 731.59 kgCO₂/kWh +``` + +But it doesn\'t happen anymore because Our World in Data now provides +the global carbon intensity of electricity per country ( +[source](https://ourworldindata.org/grapher/carbon-intensity-electricity#explore-the-data) +). Some countries are missing data for last year, so we use the previous +year data available. + +If ever we have neither the global carbon intensity of a country nor +it\'s electricity mix, we apply a world average of 475 gCO2.eq/KWh ( +[source](https://www.iea.org/reports/global-energy-co2-status-report-2019/emissions) +). + +As you can see, we try to be as accurate as possible in estimating +carbon intensity of electricity. Still there is room for improvement and +all contributions are welcome. + +## Power Usage + +Power supply to the underlying hardware is tracked at frequent time +intervals. This is a configurable parameter `measure_power_secs`, with +default value 15 seconds, that can be passed when instantiating the +emissions\' tracker. + +Currently, the package supports the following hardware infrastructure. + +### GPU + +Tracks Nvidia GPUs energy consumption using `nvidia-ml-py` library +(installed with the package). + +### RAM + +CodeCarbon v2 uses a 3 Watts for 8 GB ratio +[source](https://www.crucial.com/support/articles-faq-memory/how-much-power-does-memory-use) +. + +But this is not a good measure because it doesn\'t take into account the +number of RAM slots used in the machine, that really drive the power +consumption, not the amount of RAM. For example, in servers you could +have thousands of GB of RAM but the power consumption would not be +proportional to the amount of memory used, but to the number of memory +modules used. + +Old machine could use 2 Mb memory stick, where modern servers will use +128 Mb memory stick. + +So, in CodeCarbon v3 we switch to using 5 Watts for each RAM slot. The +energy consumption is calculated as follows: + +``` text +RAM Power Consumption = 5 Watts * Number of RAM slots used +``` + +But getting the number of RAM slots used is not possible as you need +root access to get the number of RAM slots used. So we use an heuristic +based on the RAM size. + +For example keep a minimum of 2 modules. Except for ARM CPU like +rapsberry pi where we will consider a 3W constant. Then consider the max +RAM per module is 128GB and that RAM module only exist in power of 2 (2, +4, 8, 16, 32, 64, 128). So we can estimate the power consumption of the +RAM by the number of modules used. + +- For ARM CPUs (like Raspberry Pi), a constant 3W will be used as the + minimum power +- Base power per DIMM is 5W for x86 systems and 1.5W for ARM systems +- For standard systems (up to 4 DIMMs): linear scaling at full power + per DIMM +- For medium systems (5-8 DIMMs): decreasing efficiency (90% power per + additional DIMM) +- For large systems (9-16 DIMMs): further reduced efficiency (80% + power per additional DIMM) +- For very large systems (17+ DIMMs): highest efficiency (70% power + per additional DIMM) +- Ensures at least 10W for x86 systems (assuming 2 DIMMs at minimum) +- Ensures at least 3W for ARM systems + +Example Power Estimates: + +- **Small laptop (8GB RAM)**: \~10W (2 DIMMs at 5W each) +- **Desktop (32GB RAM)**: \~20W (4 DIMMs at 5W each) +- **Desktop (64GB RAM)**: \~20W (4 DIMMs at 5W each), the same as 32GB +- **Small server (128GB RAM)**: \~40W (8 DIMMs with efficiency + scaling) +- **Large server (1TB RAM)**: \~40W (using 8x128GB DIMMs with high + efficiency scaling) + +This approach significantly improves the accuracy for large servers by +recognizing that RAM power consumption doesn\'t scale linearly with +capacity, but rather with the number of physical modules. Since we +don\'t have direct access to the actual DIMM configuration, this +heuristic provides a more reasonable estimate than the previous linear +model. + +If you know the exact RAM power consumption of your system, then provide +it using the [force_ram_power]{.title-ref} parameter, which will +override the automatic estimation. + +For example, in a Ubuntu machine, you can get the number of RAM slots +used with the following command: + +``` bash +sudo lshw -C memory -short | grep DIMM + +/0/37/0 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) +/0/37/1 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) +/0/37/2 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) +/0/37/3 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) +``` + +Here we count 4 RAM slots used, so the power consumption will be 4 x 5 = +20 Watts, just add [force_ram_power=20]{.title-ref} to the init of +CodeCarbon. + +### CPU + +- **On Windows or Mac (Intel)** + +Tracks Intel processors energy consumption using the +`Intel Power Gadget`. You need to install it yourself from this +[source](https://www.intel.com/content/www/us/en/developer/articles/tool/power-gadget.html) +. But has been discontinued. There is a discussion about it on [github +issues #457](https://github.com/mlco2/codecarbon/issues/457). + +- **Apple Silicon Chips (M1, M2)** + +Apple Silicon Chips contain both the CPU and the GPU. + +Codecarbon tracks Apple Silicon Chip energy consumption using +`powermetrics`. It should be available natively on any mac. However, +this tool is only usable with `sudo` rights and to our current +knowledge, there are no other options to track the energy consumption of +the Apple Silicon Chip without administrative rights (if you know of any +solution for this do not hesitate and [open an issue with your proposed +solution](https://github.com/mlco2/codecarbon/issues/)). + +To give sudo rights without having to enter a password each time, you +can modify the sudoers file with the following command: + +``` bash +sudo visudo +``` + +Then add the following line at the end of the file: + +``` bash +username ALL = (root) NOPASSWD: /usr/bin/powermetrics +``` + +If you do not want to give sudo rights to your user, then CodeCarbon +will fall back to constant mode to measure CPU energy consumption. + +- **On Linux** + +Tracks Intel and AMD processor energy consumption from Intel RAPL files +at `/sys/class/powercap/intel-rapl/subsystem` ( +[reference](https://web.eece.maine.edu/~vweaver/projects/rapl/) ). All +CPUs listed in this directory will be tracked. + +*Note*: The Power Consumption will be tracked only if the RAPL files +exist at the above-mentioned path and if the user has the necessary +permissions to read them. + +## CPU hardware + +The CPU die is the processing unit itself. It\'s a piece of +semiconductor that has been sculpted/etched/deposited by various +manufacturing processes into a net of logic blocks that do stuff that +makes computing possible. The processor package is what you get when you +buy a single processor. It contains one or more dies, plastic/ceramic +housing for dies and gold-plated contacts that match those on your +motherboard. + +In Linux kernel, energy_uj is a current energy counter in micro joules. +It is used to measure CPU core\'s energy consumption. + +Micro joules is then converted in kWh, with formulas kWh=energy \* 10 +\*\* (-6) \* 2.77778e-7 + +For example, on a laptop with Intel(R) Core(TM) i7-7600U, Code Carbon +will read two files : +/sys/class/powercap/intel-rapl/intel-rapl:1/energy_uj and +/sys/class/powercap/intel-rapl/intel-rapl:0/energy_uj + +## RAPL Metrics + +RAPL (Running Average Power Limit) is a feature of modern processors +that provides energy consumption measurements through hardware counters. + +See for more +information. + +Despite the name \"Intel RAPL\", it supports AMD processors since Linux +kernel 5.8. + +Read more about how we use it in `rapl`{.interpreted-text role="doc"}. + +## CPU metrics priority + +CodeCarbon will first try to read the energy consumption of the CPU from +low level interface like RAPL or `powermetrics`. If none of the tracking +tools are available, CodeCarbon will be switched to a fallback mode: + +- It will first detect which CPU hardware is currently in use, and + then map it to a data source listing 2000+ Intel and AMD CPUs and + their corresponding thermal design powers (TDPs). +- If the CPU is not found in the data source, a global constant will + be applied. +- If `psutil` is available, CodeCarbon will try to estimate the energy + consumption from the TDP and the CPU load. +- CodeCarbon assumes that 50% of the TDP will be the average power + consumption to make this approximation. + +Here is a drawing of the fallback mode: + +![CPU Fallback](./_images/cpu_fallback.png){.align-center} + +The code doing this is available in +[codecarbon/core/resource_tracker.py](https://github.com/mlco2/codecarbon/blob/master/codecarbon/core/resource_tracker.py#L24). + +The net Energy Used is the net power supply consumed during the compute +time, measured as `kWh`. + +We compute energy consumption as the product of the power consumed and +the time the power was consumed for. The formula is: +`Energy = Power * Time` + +## References + +[Energy Usage Reports: Environmental awareness as part of algorithmic +accountability](https://arxiv.org/pdf/1911.08354.pdf) + +### How CodeCarbon Works + +CodeCarbon uses a scheduler that, by default, calls for a measure every +15 seconds, so it has no significant overhead. + +The measure itself is fast and CodeCarbon is designed to be as light as +possible with a small memory footprint. + +The scheduler is started when the first `start` method is called and +stopped when `stop` method is called. + +Another scheduler ([scheduler_monitor_power]{#scheduler_monitor_power}) +is used to monitor only the power consumption of the hardware every +second. It is needed for hardware that do not have energy counters but +only instant power, like in CPU load mode. + +## Estimation of Equivalent Usage Emissions + +The CodeCarbon dashboard provides equivalent emissions and energy usage +comparisons to help users better understand the carbon impact of their +activities. These comparisons are based on the following assumptions: + +### Car Usage + +- **Emission factor**: *0.12 kgCO₂ per kilometer driven*. +- This value is derived from the average emissions of a European + passenger car under normal driving conditions. + +Source : [European Environment +Agency](https://co2cars.apps.eea.europa.eu/?source=%7B%22track_total_hits%22%3Atrue%2C%22query%22%3A%7B%22bool%22%3A%7B%22must%22%3A%5B%7B%22constant_score%22%3A%7B%22filter%22%3A%7B%22bool%22%3A%7B%22must%22%3A%5B%7B%22bool%22%3A%7B%22should%22%3A%5B%7B%22term%22%3A%7B%22year%22%3A2023%7D%7D%5D%7D%7D%2C%7B%22bool%22%3A%7B%22should%22%3A%5B%7B%22term%22%3A%7B%22scStatus%22%3A%22Provisional%22%7D%7D%5D%7D%7D%5D%7D%7D%7D%7D%5D%7D%7D%2C%22display_type%22%3A%22tabular%22%7D) + +### TV Usage + +- **Energy consumption**: *138 Wh per day based on average use*. +- This assumes: + - An average daily usage of 6.5 hours. + - A modern television with a power consumption of approximately + *21.2 W per hour*. + +Source : [The French Agency for Ecological +Transition](https://agirpourlatransition.ademe.fr/particuliers/maison/economies-denergie-deau/electricite-combien-consomment-appareils-maison) + +### US Citizen Weekly Emissions + +- **Annual emissions**: *13.3 tons of CO₂ equivalent per year* for an + average US citizen. +- **Weekly emissions**: This value is divided by the 52 weeks in a + year to estimate weekly emissions: + +$$\text{Weekly Emissions} = \frac{\text{Annual Emissions (tons)}}{52}$$ + +$$\text{Weekly Emissions} = \frac{13.3}{52} \approx 0.256 \, \text{tons of CO₂ equivalent per week.}$$ + +Source : [IEA CO2 total emissions per capita by region, +2000-2023](https://www.iea.org/data-and-statistics/charts/co2-total-emissions-per-capita-by-region-2000-2023) + +### Calculation Formula + +The equivalent emissions are calculated using this formula: + +$$\text{Equivalent Emissions} = \frac{\text{Total Emissions (kgCO₂)}}{\text{Emission Factor (kgCO₂/unit)}}$$ + +For example: + +- **Car Usage**: *1 kWh* of energy consumption is approximately + equivalent to: + - *8.33 kilometers driven by a car* (*1 ÷ 0.12*). + - *11.9 hours of TV usage* (*1 ÷ 0.084*), if emissions are + considered. +- **US Citizen Emissions**: + - *1 kWh* of energy consumption can be compared to a fraction of + the average weekly emissions of a US citizen: + +$$\text{US Citizen Equivalent} = \frac{\text{Total Emissions (tons)}}{0.256}$$ + +These estimates are approximate and subject to regional variations in: - +Grid emissions intensity. - Vehicle efficiencies. + +### Source Code + +The emission factors used are defined in the [CodeCarbon source +code](https://github.com/mlco2/codecarbon/blob/master/webapp/src/helpers/constants.ts). +They are based on publicly available data and general assumptions. diff --git a/docs/model_examples.md b/docs/model_examples.md new file mode 100644 index 000000000..97591b0aa --- /dev/null +++ b/docs/model_examples.md @@ -0,0 +1,68 @@ +# Model Comparisons {#model_examples} + +The following table shows the different electricity consumption of +popular NLP and Computer visions models + + ----------------------------------------------------------------------- + Model GPU Training Time (H) Consumption (kWh) + ----------------- ----------------- ----------------- ----------------- + BERT~fintetune~ 4 V100 6 3.1 + + BERT~pretrain~ 8 V100 36 37.3 + + 6B~Transf.~ 256 A100 192 13 812.4 + + Dense~121~ 1 P40 0.3 0.02 + + Dense~169~ 1 P40 0.3 0.03 + + Dense~201~ 1 P40 0.4 0.04 + + ViT~Tiny~ 1 V100 19 1.7 + + ViT~Small~ 1 V100 19 2.2 + + ViT~Base~ 1 V100 21 4.7 + + ViT~Large~ 4 V100 90 93.3 + + ViT~Huge~ 4 V100 216 237.6 + ----------------------------------------------------------------------- + + : Electricity consumption of AI cloud instance + +## Impact of time of year and region + +Carbon emissions that would be emitted from training BERT (language +modeling on 8 V100s for 36 hours) in different locations: + +![Models emissions comparison](./_images/CO2_emitted_BERT.png){.align-center} + +In this case study, time of year might not be relevant in most cases, +but localisation can have a great impact on carbon emissions. + +Here, and in the graph below, emissions equivalent are estimated using +Microsoft Azure cloud tools. CodeCarbon has developed its own measuring +tools. The result could be different. + +## Comparisons + +Emissions for the 11 described models can be displayed as below: + +![Models emissions comparison](./_images/model_emission_comparison.png){.align-center} + +The black line represents the average emissions (across regions and time +of year). The light blue represents the first and fourth quartiles. On +the right side, equivalent sources of emissions are displayed as +comparison points (source : [US Environmental Protection +Agency](https://www.epa.gov/energy/greenhouse-gas-equivalencies-calculator)). +NB : presented on a log scale + +## References + +[Measuring the Carbon intensity of AI in Cloud +Instance](https://dl.acm.org/doi/10.1145/3531146.3533234) + +Another source comparing models carbon intensity: [Energy and Policy +Considerations for Deep Learning in +NLP](https://arxiv.org/pdf/1906.02243.pdf) diff --git a/docs/motivation.md b/docs/motivation.md new file mode 100644 index 000000000..9fc90b238 --- /dev/null +++ b/docs/motivation.md @@ -0,0 +1,32 @@ +# Motivation + +In recent years, Artificial Intelligence, and more specifically Machine +Learning, has become remarkably efficient at performing human-level +tasks: recognizing objects and faces in images, driving cars, and +playing sophisticated games like chess and Go. + +In order to achieve these incredible levels of performance, current +approaches leverage vast amounts of data to learn underlying patterns +and features. Thus, state-of-the-art Machine Learning models leverage +significant amounts of computing power, training on advanced processors +for weeks or months, consequently consuming enormous amounts of energy. +Depending on the energy grid used during this process, this can entail +the emission of large amounts of greenhouse gases such as CO₂. + +With AI models becoming more ubiquitous and deployed across different +sectors and industries, AI\'s environmental impact is also growing. For +this reason, it is important to estimate and curtail both the energy +used and the emissions produced by training and deploying AI models. +This package enables developers to track carbon dioxide (CO₂) emissions +across machine learning experiments or other programs. + +This package enables developers to track emissions, measured as +kilograms of CO₂-equivalents (CO₂eq) in order to estimate the carbon +footprint of their work. For this purpose, we use +`CO₂-equivalents [CO₂eq]`, which is a standardized measure used to +express the global warming potential of various greenhouse gases: the +amount of CO₂ that would have the equivalent global warming impact. For +computing, which emits CO₂ via the electricity it is consuming, carbon +emissions are measured in kilograms of CO₂-equivalent per kilowatt-hour. +As a matter of fact, electricity is generated as part of the broader +electrical grid by combusting fossil fuels for example. diff --git a/docs/output.md b/docs/output.md new file mode 100644 index 000000000..be4a835b1 --- /dev/null +++ b/docs/output.md @@ -0,0 +1,76 @@ +# Output + +The output method defines how emissions data is saved or transmitted. + +## Output Methods + +### 1. Console Output + +By default, CodeCarbon prints emissions to the console: + +```python +from codecarbon import EmissionsTracker + +tracker = EmissionsTracker() +tracker.start() +# Your code here +emissions = tracker.stop() +``` + +### 2. File Output + +Save emissions to a CSV or JSON file: + +```python +tracker = EmissionsTracker(save_to_file=True, output_dir="./emissions") +``` + +### 3. HTTP Output + +Send emissions to an HTTP endpoint: + +```python +tracker = EmissionsTracker( + emissions_endpoint="http://your-endpoint.com/emissions", + grafana_token="your-token" +) +``` + +### 4. Prometheus + +Export metrics to Prometheus: + +```python +tracker = EmissionsTracker(prometheus_endpoint="http://localhost:8008") +``` + +## Output Fields + +| Field | Description | +|-------|-------------| +| timestamp | Time of the experiment in `%Y-%m-%dT%H:%M:%S` format | +| project_name | Name of the project, defaults to `codecarbon` | +| run_id | ID of the run | +| duration | Duration of the compute, in seconds | +| emissions | Emissions as CO₂-equivalents (CO₂eq), in kg | +| emissions_rate | Emissions divided per duration, in Kg/s | +| cpu_power | Mean CPU power (W) | +| gpu_power | Mean GPU power (W) | +| ram_power | Mean RAM power (W) | +| cpu_energy | Energy used per CPU (kWh) | +| gpu_energy | Energy used per GPU (kWh) | +| ram_energy | Energy used per RAM (kWh) | +| energy_consumed | Sum of cpu_energy, gpu_energy and ram_energy (kWh) | +| country_name | Name of the country where the infrastructure is hosted | +| country_iso_code | 3-letter alphabet ISO Code of the respective country | +| region | Province/State/City where the compute infrastructure is hosted | +| on_cloud | `Y` if on cloud, `N` for private infrastructure | +| cloud_provider | One of aws/azure/gcp | +| cloud_region | Geographical region (e.g., us-east-2 for aws) | +| os | Operating system (e.g., Windows-10-10.0.19044-SP0) | +| python_version | Python version (e.g., 3.8.10) | +| codecarbon_version | Version of codecarbon used | + +## Examples + +See the [Examples](./examples/) page for detailed usage. diff --git a/docs/parameters.md b/docs/parameters.md new file mode 100644 index 000000000..507831231 --- /dev/null +++ b/docs/parameters.md @@ -0,0 +1,36 @@ +# Parameters + +A set of parameters are supported by API to help users provide additional details per project. + +## Input Parameters + +| Parameter | Description | +|-----------|-------------| +| `project_name` | Name of the project, defaults to `codecarbon` | +| `experiment_id` | Id of the experiment | +| `measure_power_secs` | Interval (in seconds) to measure hardware power usage, defaults to `15` | +| `tracking_mode` | `machine` - measure power of entire machine (default)
`process` - isolate tracked processes | +| `gpu_ids` | Comma-separated GPU ids to track. Can be integer indexes or prefixes to match GPU identifiers | +| `log_level` | Global log level: "debug", "info" (default), "warning", "error", or "critical" | +| `electricitymaps_api_token` | API token for electricitymaps.com (formerly co2signal.com) | +| `pue` | PUE (Power Usage Effectiveness) of the data center where the experiment runs | +| `wue` | WUE (Water Usage Effectiveness) - liters of water per kWh of electricity | +| `force_cpu_power` | Force CPU max power consumption in watts (TDP-based) | +| `force_ram_power` | Force RAM power consumption in watts | +| `rapl_include_dram` | Include DRAM in RAPL measurements on Linux (default: False) | +| `rapl_prefer_psys` | Prefer psys RAPL domain over package domains (default: False) | +| `allow_multiple_runs` | Allow multiple CodeCarbon instances on same machine (default: True since v3) | + +> **Note:** PUE is a multiplication factor provided by the user. Old datacenters have PUE up to 2.2, new greener ones as low as 1.1. + +If you use `CUDA_VISIBLE_DEVICES` to set GPUs, CodeCarbon will automatically populate `gpu_ids`. Manual `gpu_ids` overrides this. + +## Output Parameters + +| Parameter | Description | +|-----------|-------------| +| `save_to_file` | Save emissions data to file (default: True) | +| `output_dir` | Directory for emissions data output | +| `emissions_endpoint` | Endpoint for HTTP output | +| `grafana_token` | Token for Grafana integration | +| `prometheus_endpoint` | Endpoint for Prometheus metrics | diff --git a/docs/rapl.md b/docs/rapl.md new file mode 100644 index 000000000..927c1a9e6 --- /dev/null +++ b/docs/rapl.md @@ -0,0 +1,369 @@ +# RAPL Metrics + +RAPL (Running Average Power Limit) is a feature of modern processors +that provides energy consumption measurements through hardware counters. + +See for more +information. + +Despite the name \"Intel RAPL\", it supports AMD processors since Linux +kernel 5.8. + +Due to the [CVE-2020-8694 security +issue](https://www.cve.org/CVERecord?id=CVE-2020-8694) from 2020, all +Linux distributions have changed right permission of the RAPL file, to +reserve it to superuser. + +There is a workaround, thanks to +[prometheus/node_exporter#1892](https://github.com/prometheus/node_exporter/issues/1892): + +``` sh +sudo apt install sysfsutils +nano /etc/sysfs.conf +# Add this line : +mode class/powercap/intel-rapl:0/energy_uj = 0444 +reboot +``` + +Without rebooting you could do `sudo chmod -R a+r /sys/class/powercap/*` +but it will be lost at next boot. + +If you want more security you could create a specific group, add your +user to this group and set group read permission only. + +## RAPL Domain Architecture + +RAPL exposes energy consumption data through files in +`/sys/class/powercap/` with two interfaces: + +- **intel-rapl** (MSR-based): Traditional Model-Specific Register + interface, accessed via CPU instructions +- **intel-rapl-mmio** (Memory-Mapped I/O): Newer interface introduced + for modern Intel processors (10th gen+) + +Each domain is represented by a directory containing: + +- `name`: Domain identifier (e.g., \"package-0\", \"core\", + \"uncore\", \"psys\") +- `energy_uj`: Current energy counter in microjoules +- `max_energy_range_uj`: Maximum value before counter wraps + +## Available RAPL Domains + +Different CPUs expose different domains. Common domains include: + +- **psys** (Platform/System): Total platform power including CPU + package, integrated GPU, memory controller, and some chipset + components. **Most comprehensive measurement** on modern Intel + systems (Skylake and newer). +- **package-0/package-N**: Entire CPU socket including: + - All CPU cores + - Integrated GPU (if present) + - Last-level cache (LLC) + - Memory controller + - System agent/uncore +- **core**: Only the CPU compute cores (subset of package) +- **uncore**: Everything in the package except cores: + - Memory controller (DDR interface on CPU) + - Last-level cache + - Ring interconnect between cores + - Integrated GPU (if present) +- **dram**: Memory controller power, rare on consumer hardware, more + common on servers. We still have to figure out if it is accurate. +- **gpu**: Discrete or integrated GPU (when available) + +## RAPL Domain Hierarchy and Double-Counting + +**Critical**: RAPL domains are hierarchical and overlapping. Summing +them causes severe over-counting! + +Example hierarchy on Intel Core Ultra 7 265H: + +``` text +psys (9.6W) ← Most comprehensive, includes everything below +├── package-0 (3.8W) ← Subset of psys +│ ├── core (0.8W) ← Subset of package +│ └── uncore (0.2W) ← Subset of package +└── Other platform components (~5W) + └── Chipset, PCIe, etc. +``` + +**Wrong approach**: 9.6W + 3.8W + 0.8W + 0.2W = 14.4W ❌ (Triple +counting!) + +**Correct approach**: Use only psys (9.6W) ✅ + +## CodeCarbon\'s RAPL Strategy + +CodeCarbon implements intelligent domain selection to provide reliable +and consistent measurements: + +1. **Prefer package domains (default)**: CodeCarbon prioritizes + `package` domains because they: + - Update reliably under CPU load + - Match CPU TDP specifications + - Provide consistent measurements across different Intel + generations + - Can be supplemented with `dram` domains for complete hardware + measurement (package + DRAM) +2. **Optional psys mode**: Set `prefer_psys=True` to use `psys` + (platform/system) domain instead: + - Provides total platform power (CPU + chipset + PCIe + some other + components) + - More comprehensive but can report higher values than CPU TDP + - May include non-CPU components affected by the computation + - **Note**: On some older Intel systems (e.g., Kaby Lake), psys + can report unexpectedly high values +3. **Interface deduplication**: When the same domain appears in both + `intel-rapl` and `intel-rapl-mmio`: + - Detects duplicate domains by name + - Prefers MMIO over MSR (newer, recommended interface) + - Falls back to MSR if MMIO is unreadable +4. **Subdomain filtering**: Excludes `core` and `uncore` subdomains + when `package` is available to avoid double-counting +5. **DRAM exclusion**: By default (`include_dram=False`), don\'t adds + DRAM domain to package. As DRAM is supposed to be in RAM power, not + CPU in a future version of CodeCarbon. + +Platform-Specific Behavior +\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ + +**Intel processors**: + +- Modern CPUs (Skylake+): Provide `psys` for comprehensive platform + measurement +- `core` is included in `package` +- `package` may include or exclude integrated GPU depending on model + +**AMD processors**: + +- `core` reports very low energy values +- Unclear if `core` is included in `package` (vendor documentation is + sparse) +- Multiple dies may report as separate packages (e.g., Threadripper) + +**What RAPL Does NOT Measure**: + +- ❌ DRAM chips themselves (only memory controller) +- ❌ SSDs/NVMe drives +- ❌ Discrete GPUs (use nvidia-smi, rocm-smi separately) +- ❌ Motherboard chipset (unless included in psys) +- ❌ Fans, USB devices, peripherals +- ❌ Power supply inefficiency +- ❌ Discrete NPUs + +For more details, see the excellent documentation from Scaphandre: + +and discussion with references: + + +![RAPL Example](https://hubblo-org.github.io/scaphandre-documentation/explanations/rapl.png){.align-center +width="600px"} + +Source :"RAPL in Action: Experiences in Using RAPL for Power +Measurements," (K. N. Khan, M. Hirki, T. Niemi, J. K. Nurminen, and Z. +Ou, ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 3, no. 2, pp. +1--26, Apr. 2018, doi: 10.1145/3177754.) + +## RAPL Measurements: Real-World Examples + +Choosing the right metric to track CPU power consumption depends on CPU +hardware and available domains. Below are measurements from different +systems showing the importance of avoiding double-counting. + +We investigate RAPL on various architectures : + +- 2017 Gaming computer with AMD Ryzen Threadripper 1950X +- 2017 Laptop with Intel(R) Core(TM) i7-7600U (TDP 15W) +- 2025 Laptop with Intel(R) Core(TM) Ultra 7 265H (TDP 28W) + +Desktop computer with AMD Ryzen Threadripper 1950X 16-Core (32 threads) +Processor. Power plug measure when idle (10% CPU): 125 W package-0-die-0 +: 68 W package-0-die-1 : 68 W CodeCarbon : 137 W + +### Laptop: Intel(R) Core(TM) Ultra 7 265H (TDP 28W) + +**Idle Measurements**: + +``` text +Powertop battery discharge rate: 6W + +RAPL domains (individual readings): +- psys (platform): 6.66W ← Total platform power (BEST) +- package-0: 3.85W ← CPU package (subset of psys) +- core: 0.35W ← CPU cores only (subset of package) +- uncore: 0.02W ← Memory controller, cache (subset of package) + +⚠️ WRONG: Summing all domains = 10.88W (over-counting!) +✅ CORRECT: Use psys only = 6.66W (matches battery discharge) +``` + +**CodeCarbon behavior**: Uses **psys only** (6.66W) to avoid +double-counting. + +**Under Load (stress-ng)**: + +``` text +Powertop battery discharge rate: 27W + +RAPL domains: +- psys: 24.69W ← Total platform power (BEST) +- package-0: 21.35W ← CPU package (subset of psys) +- core: 15.37W ← CPU cores (subset of package) +- uncore: 0.07W ← Uncore (subset of package) + +✅ CORRECT: Use psys only = 24.69W (close to battery discharge) +``` + +**CodeCarbon measurement**: 22W using psys (accurate, within expected +range) + +**Note**: The package-0 measurement (21.35W) excludes some platform +components like chipset and PCIe that are included in psys (24.69W). + +### Laptop: Intel(R) Core(TM) i7-7600U (TDP 15W, 7th Gen Kaby Lake) + +**Idle Measurements**: + +``` text +Powertop battery discharge rate: 9.31W + +RAPL domains: +- psys: 12.21W ← Total platform power (includes everything) +- package-0: 1.44W ← CPU package only +- core: 0.46W ← CPU cores (subset of package) +- uncore: 0.04W ← Uncore (subset of package) +- dram: 0.54W ← Memory controller (may overlap with uncore) + +⚠️ WRONG: Summing all = 14.69W (triple counting!) +✅ CORRECT: Use psys = 12.21W +``` + +**Under Load (stress-ng)**: + +``` text +Powertop battery discharge rate: 8.40W (unreliable during stress test) + +RAPL domains: +- psys: 29.97W ← Total platform power (BEST) +- package-0: 15.73W ← CPU package (matches TDP, subset of psys) +- core: 14.00W ← CPU cores (subset of package) +- uncore: 0.54W ← Uncore (subset of package) +- dram: 1.23W ← Memory controller power + +⚠️ WRONG: Summing all = 61.47W (massive over-counting!) +✅ CORRECT: Use psys = 29.97W + +Analysis: +- psys (29.97W) includes package (15.73W) + platform components (~14W) +- package (15.73W) includes core (14.00W) + uncore (0.54W) + other +- Core power (14.00W) matches the CPU TDP spec (15W) +``` + +**CodeCarbon behavior**: Uses **psys only** (29.97W) for accurate total +platform measurement. + +**Legacy behavior (before v2.x)**: Would have measured only package-0 +(15.73W), missing \~14W of platform power! + +### Desktop: AMD Ryzen Threadripper 1950X (16-Core, 32 threads, Multi-die) + +**Idle Measurements (10% CPU load)**: + +``` text +Wall power meter: 100W (whole system) + + +RAPL domains: + Monitoring domains: + - core (intel-rapl:0:0) via MSR + - package-0 (intel-rapl:0) via MSR + + Domain 'core' (MSR): 0.61 Watts + Domain 'package-0' (MSR): 29.76 Watts + Total Power Consumption: 30.37 Watts + + Domain 'core' (MSR): 0.20 Watts + Domain 'package-0' (MSR): 38.62 Watts + Total Power Consumption: 38.82 Watts + +[codecarbon INFO @ 22:24:44] RAPL - Monitoring domain 'package-0' (displayed as 'Processor Energy Delta_0(kWh)') via MSR at /sys/class/powercap/intel-rapl/subsystem/intel-rapl/intel-rapl:0/energy_uj + +✅ CodeCarbon total: ~ 40 W + +Note: RAPL on this system measures only the CPU dies, not platform. +Wall power includes motherboard, RAM, fans, PSU losses. +``` + +**Under Full Load (100% CPU, stress test)**: + +``` text +Wall power meter: ~ 280 W total (131W above idle baseline) + +Monitoring domains: +- core (intel-rapl:0:0) via MSR +- package-0 (intel-rapl:0) via MSR + +Domain 'core' (MSR): 8.86 Watts +Domain 'package-0' (MSR): 172.50 Watts +Total Power Consumption: 181.36 Watts + +Domain 'core' (MSR): 8.88 Watts +Domain 'package-0' (MSR): 172.16 Watts +Total Power Consumption: 181.05 Watts + +✅ CodeCarbon total: 171 W, in line with the TDP of 180 W +280 - 100 (idle) = 180 W + +Analysis: +- Each die independently measured via RAPL +- No psys domain available on this AMD system +- RAPL counter range: 234 sec at 280W (potential wraparound consideration) +``` + +**AMD RAPL Characteristics**: + +- Multi-die CPUs report separate packages (package-0-die-0, + package-0-die-1) +- No psys domain available on older AMD processors +- `core` domain reports very low values (unclear if included in + package) +- Package measurements are generally reliable for total CPU power + +## Key Takeaways for RAPL Measurements + +1. **CodeCarbon defaults to package domains**: This provides the most + reliable and consistent measurements that match CPU TDP + specifications. Package domains update correctly under load across + all Intel generations. +2. **psys can be unreliable**: While `psys` provides total platform + power, it: + - Can report higher values than expected (includes chipset, PCIe, + etc.) + - May not include all CPU components on older Intel systems : on + some computers, `psys` is lower than `package`. + - So it is disabled by default, you can enable it with + `prefer_psys=True` if desired +3. **Avoid summing overlapping domains**: Never sum psys + package + + core + uncore. They are hierarchical and overlapping. This causes + 2-3x over-counting! +4. **Domain hierarchy**: + - psys ⊃ package ⊃ {core, uncore} + - Correct: Use package alone (CodeCarbon default) OR psys alone + (with prefer_psys=True) + - Wrong: Sum multiple levels +5. **Interface deduplication**: The same domain may appear in both + `intel-rapl` (MSR) and `intel-rapl-mmio` interfaces. CodeCarbon + automatically deduplicates, preferring MMIO. +6. **DRAM measurement**: CodeCarbon does not include DRAM domains by + default (`include_dram=False`) for CPU hardware measurement. Set + `include_dram=True` to measure CPU package + DRAM domains. +7. **Platform-specific behavior**: + - Intel modern: package or psys (with prefer_psys=True) + - Intel older: package-0 for CPU only + - AMD: Sum all package-X-die-Y for multi-die CPUs +8. **Limitations**: RAPL does NOT measure: + - Discrete GPUs (use nvidia-smi/rocm-smi) + - SSDs, peripherals, fans + - Actual DRAM chips, we still have to investigate on this point + - Complete system power (use wall meter for accuracy) diff --git a/docs/test_on_scaleway.md b/docs/test_on_scaleway.md new file mode 100644 index 000000000..2ef94575c --- /dev/null +++ b/docs/test_on_scaleway.md @@ -0,0 +1,51 @@ +# Test of CodeCarbon on Scaleway hardware {#test_on_scaleway} + +We use Scaleway hardware to test CodeCarbon on a real-world scenario. We +use the following hardware: + +> EM-I120E-NVME AMD EPYC 8024P 64 GB 2 x 960 GB NVMe EM-B112X-SSD 2 x +> Intel(R) Xeon(R) CPU E5-2620 v3 @ 2.40GHz + +85 W TDP for the Intel(R) Xeon(R) CPU E5-2620 v3 @ 2.40GHz + +Choose Ubuntu as OS because new version of stress-ng is not available on +Debian 12 (Bookworm). + +Connect to the server: + +``` console +ssh ubuntu@51.159.214.207 +``` + +Install and run the test: + +``` console +sudo chmod a+r -R /sys/class/powercap/intel-rapl/subsystem/* +sudo apt update && sudo apt install -y git pipx python3-launchpadlib htop +pipx ensurepath +sudo add-apt-repository -y ppa:colin-king/stress-ng +sudo apt update && sudo apt install -y stress-ng +export PATH=$PATH:/home/ubuntu/.local/bin +git clone https://github.com/mlco2/codecarbon.git +cd codecarbon +git checkout use-cpu-load +curl -LsSf https://astral.sh/uv/install.sh | sh +uv run python examples/compare_cpu_load_and_RAPL.py +``` + +To do a full code CPU load, we run the following command: + +``` console +stress-ng --cpu 0 --cpu-method matrixprod --metrics-brief --rapl --perf -t 60s +``` + +Get back the data from the server: + +``` console +mkdir -p codecarbon/data/hardware/cpu_load_profiling/E3-1240/ +scp ubuntu@51.159.214.207:/home/ubuntu/codecarbon/*.csv codecarbon/data/hardware/cpu_load_profiling/E5-1240/ +``` + +You can now delete the server in the Scaleway console. + +For the results, see the notebook XXX. diff --git a/docs/to_logger.md b/docs/to_logger.md new file mode 100644 index 000000000..fb94ac649 --- /dev/null +++ b/docs/to_logger.md @@ -0,0 +1,74 @@ +# Collecting emissions to a logger {#Collecting emissions to a logger} + +The `LoggerOutput` class (and `GoogleCloudLoggerOutput` subclass) allows +to send emissions tracking to a logger. This is a specific, distinct +logger than the one used by the CodeCarbon package for its \'private\' +logs. It allows to leverage powerful logging systems, to centralize +emissions to some central or cloud-based system, and build reports, +triggers, etc. based on these data. + +This logging output can be used in parallel with other output options +provided by CodeCarbon. + +## Create a logger + +In order to send emissions tracking data to the logger, first create a +logger and then create an [EmissionTracker]{.title-ref}. +[OfflineEmissionTracker]{.title-ref} is also supported but lack of +network connectivity may forbid to stream tracking data to some central +or cloud-based collector. + +### Python logger + +``` Python +import logging + +# Create a dedicated logger (log name can be the CodeCarbon project name for example) +_logger = logging.getLogger(log_name) + +# Add a handler, see Python logging for various handlers (here a local file named after log_name) +_channel = logging.FileHandler(log_name + '.log') +_logger.addHandler(_channel) + +# Set logging level from DEBUG to CRITICAL (typically INFO) +# This level can be used in the logging process to filter emissions messages +_logger.setLevel(logging.INFO) + +# Create a CodeCarbon LoggerOutput with the logger, specifying the logging level to be used for emissions data messages +my_logger = LoggerOutput(_logger, logging.INFO) +``` + +### Google Cloud Logging + +``` Python +import google.cloud.logging + + +# Create a Cloud Logging client (specify project name if needed, otherwise Google SDK default project name is used) +client = google.cloud.logging.Client(project=google_project_name) + +# Create a CodeCarbon GoogleCloudLoggerOutput with the Cloud Logging logger, with the logging level to be used for emissions data messages +my_logger = GoogleCloudLoggerOutput(client.logger(log_name)) +``` + +### Authentication + +Please refer to [Google Cloud +documentation](https://cloud.google.com/logging/docs/reference/libraries#setting_up_authentication). + +### Create an EmissionTracker + +Create an EmissionTracker saving output to the logger. Other save +options are still usable and valid. + +``` Python +tracker = EmissionsTracker(save_to_logger=True, logging_logger=my_logger) +tracker.start() +... +emissions: float = tracker.stop() +... +``` + +### Example + +A demonstration is available in `codecarbon/examples/logging_demo.py`. diff --git a/docs/usage.md b/docs/usage.md new file mode 100644 index 000000000..c700ba023 --- /dev/null +++ b/docs/usage.md @@ -0,0 +1,379 @@ +# Quickstart {#usage} + +The CO2 tracking tool can be used along with any computing framework. It +supports both `online` (with internet access) and `offline` (without +internet access) modes. The tracker can be used in the following ways: + +## Online Mode + +When the environment has internet access, the `EmissionsTracker` object +or the `track_emissions` decorator can be used, which has the `offline` +parameter set to `False` by default. + +### Command line + +Create a minimal configuration file (just follow the prompts) : + +``` console +codecarbon config +``` + +[![Init config](https://asciinema.org/a/667970.svg){.align-center}](https://asciinema.org/a/667970) + +You can use the same command to modify an existing config : + +[![Modify config](https://asciinema.org/a/667971.svg){.align-center}](https://asciinema.org/a/667971) + +If you want to track the emissions of a computer without having to +modify your code, you can use : + +``` console +codecarbon monitor +``` + +You have to stop the monitoring manually with `Ctrl+C`. + +If you want to detect the hardware of your computer without starting any +measurement, you can use: + +``` console +codecarbon detect +``` + +It will print the detected RAM, CPU and GPU information. + +In the following example you will see how to use the CLI to monitor all +the emissions of you computer and sending everything to an API running +on \"localhost:8008\" (Or you can start a private local API with +\"docker-compose up\"). Using the public API with this is not supported +yet (coming soon!) + +[![Monitor example](https://asciinema.org/a/667984.svg){.align-center}](https://asciinema.org/a/667984) + +The command line could also works without internet by providing the +country code like this: + +``` console +codecarbon monitor --offline --country-iso-code FRA +``` + +### Running Any Command with CodeCarbon + +If you want to track emissions while running any command or program (not +just Python scripts), you can use the `codecarbon monitor --` command. +This allows non-Python users to measure machine emissions during the +execution of any command: + +``` console +codecarbon monitor -- +``` + +Do not surround `` with quotes. The double hyphen `--` +indicates the end of CodeCarbon options and the beginning of the command +to run. + +**Examples:** + +``` console +# Run a shell script +codecarbon monitor -- ./benchmark.sh + +# Run a command with arguments (use quotes for special characters) +codecarbon monitor -- bash -c 'echo "Processing..."; sleep 30; echo "Done!"' + +# Run Python scripts +codecarbon monitor -- python train_model.py + +# Run Node.js applications +codecarbon monitor -- node app.js + +# Run tests with output redirection +codecarbon monitor -- npm run test > output.txt + +# Display the CodeCarbon detailed logs +codecarbon monitor --log-level debug -- python --version +``` + +**Output:** + +When the command completes, CodeCarbon displays a summary report and +saves the emissions data to a CSV file: + +``` console +🌱 CodeCarbon: Starting emissions tracking... + Command: bash -c echo "Processing..."; sleep 30; echo "Done!" + +Processing... +Done! + +============================================================ +🌱 CodeCarbon Emissions Report +============================================================ + Command: bash -c echo "Processing..."; sleep 30; echo "Done!" + Emissions: 0.0317 g CO2eq + Saved to: /home/user/emissions.csv + ⚠️ Note: Measured entire machine (includes all system processes) +============================================================ +``` + +!!! note "Note" + +The `codecarbon monitor --` command tracks process-level emissions (only +the specific command), not the entire machine. For machine-level +tracking, use the `codecarbon monitor` command. +!!! note + For more fine-grained tracking, implementing CodeCarbon in your code +allows you to track the emissions of a specific block of code. + +### Explicit Object + +In the case of absence of a single entry and stop point for the training +code base, users can instantiate a `EmissionsTracker` object and pass it +as a parameter to function calls to start and stop the emissions +tracking of the compute section. + +``` python +from codecarbon import EmissionsTracker +tracker = EmissionsTracker() +tracker.start() +try: + # Compute intensive code goes here + _ = 1 + 1 +finally: + tracker.stop() +``` + +This mode is recommended when using a Jupyter Notebook. You call +`tracker.start()` at the beginning of the Notebook, and call +`tracker.stop()` in the last cell. + +This mode also allows you to record the monitoring with +`tracker.flush()` that writes the emissions to disk or call the API +depending on the configuration, but keep running the experiment. + +If you want to monitor small piece of code, like a model inference, you +could use the task manager: + +``` python +try: + tracker = EmissionsTracker(project_name="bert_inference", measure_power_secs=10) + tracker.start_task("load dataset") + dataset = load_dataset("imdb", split="test") + imdb_emissions = tracker.stop_task() + tracker.start_task("build model") + model = build_model() + model_emissions = tracker.stop_task() +finally: + _ = tracker.stop() +``` + +This way CodeCarbon will track the emissions of each task . The task +will not be written to disk to prevent overhead, you have to get the +results from the return of `stop_task()`. If no name is provided, +CodeCarbon will generate a uuid. + +Please note that you can\'t use task mode and normal mode at the same +time. Because `start_task` will stop the scheduler as we do not want it +to interfere with the task measurement. + +### Context manager + +The `Emissions tracker` also works as a context manager. + +``` python +from codecarbon import EmissionsTracker + +with EmissionsTracker() as tracker: + # Compute intensive training code goes here +``` + +This mode is recommended when you want to monitor a specific block of +code. + +### Decorator + +In case the training code base is wrapped in a function, users can use +the decorator `@track_emissions` within the function to enable tracking +emissions of the training code. + +``` python +from codecarbon import track_emissions + +@track_emissions +def training_loop(): + # Compute intensive training code goes here +``` + +This mode is recommended if you have a training function. + +!!! note "Note" + +This will write a csv file named emissions.csv in the current directory +!!! note + ## Offline Mode + +An offline version is available to support restricted environments +without internet access. The internal computations remain unchanged; +however, a `country_iso_code` parameter, which corresponds to the +3-letter alphabet ISO Code of the country where the compute +infrastructure is hosted, is required to fetch Carbon Intensity details +of the regional electricity used. A complete list of country ISO codes +can be found on +[Wikipedia](https://en.wikipedia.org/wiki/List_of_ISO_3166_country_codes). + +### Explicit Object + +Developers can use the `OfflineEmissionsTracker` object to track +emissions as follows: + +``` python +from codecarbon import OfflineEmissionsTracker +tracker = OfflineEmissionsTracker(country_iso_code="CAN") +tracker.start() +# GPU intensive training code +tracker.stop() +``` + +### Context manager + +The `OfflineEmissionsTracker` also works as a context manager + +``` python +from codecarbon import OfflineEmissionsTracker + +with OfflineEmissionsTracker() as tracker: +# GPU intensive training code goes here +``` + +### Decorator + +The `track_emissions` decorator in offline mode requires following two +parameters: + +- `offline` needs to be set to `True`, which defaults to `False` for + online mode. +- `country_iso_code` the 3-letter alphabet ISO Code of the country + where the compute infrastructure is hosted + +``` python +from codecarbon import track_emissions +@track_emissions(offline=True, country_iso_code="CAN") +def training_loop(): + # training code goes here + pass +``` + +The Carbon emissions will be saved to a `emissions.csv` file in the same +directory. Please refer to the +`complete API `{.interpreted-text role="ref"} for additional +parameters and configuration options. + +# Configuration + +## Configuration priority + +CodeCarbon is structured so that you can configure it in a hierarchical manner: + +: - *global* parameters in your home folder `~/.codecarbon.config` + - *local* parameters (with respect to the current working + directory) in `./.codecarbon.config` + - *environment variables* parameters starting with `CODECARBON_` + - *script* parameters in the tracker\'s initialization as + `EmissionsTracker(param=value)` + +!!! note "Warning" + +Configuration files **must** be named `.codecarbon.config` and start +with a section header `[codecarbon]` as the first line in the file. +!!! note + For instance: + +- `~/.codecarbon.config` + + > ``` bash + > [codecarbon] + > measure_power_secs=10 + > save_to_file=local-overwrite + > emissions_endpoint=localhost:7777 + > ``` + +- `./.codecarbon.config` will override `~/.codecarbon.config` if the + same parameter is set in both files : + + > ``` bash + > [codecarbon] + > save_to_file = true + > output_dir = /Users/victor/emissions + > electricitymaps_api_token=script-overwrite + > experiment_id = 235b1da5-aaaa-aaaa-aaaa-893681599d2c + > log_level = DEBUG + > tracking_mode = process + > ``` + +- environment variables will override `./.codecarbon.config` if the + same parameter is set in both files : + + > ``` bash + > export CODECARBON_GPU_IDS="0, 1" + > export CODECARBON_LOG_LEVEL="WARNING" + > ``` + +- script parameters will override environment variables if the same + parameter is set in both: + + > ``` python + > EmissionsTracker( + > api_call_interval=4, + > save_to_api=True, + > electricitymaps_api_token="some-token") + > ``` + +Yields attributes: + +``` python +{ + "measure_power_secs": 10, # from ~/.codecarbon.config + "save_to_file": True, # from ./.codecarbon.config (override ~/.codecarbon.config) + "api_call_interval": 4, # from script + "save_to_api": True, # from script + "experiment_id": "235b1da5-aaaa-aaaa-aaaa-893681599d2c", # from ./.codecarbon.config + "log_level": "WARNING", # from environment variable (override ./.codecarbon.config) + "tracking_mode": "process", # from ./.codecarbon.config + "emissions_endpoint": "localhost:7777", # from ~/.codecarbon.config + "output_dir": "/Users/victor/emissions", # from ./.codecarbon.config + "electricitymaps_api_token": "some-token", # from script (override ./.codecarbon.config) + "gpu_ids": [0, 1], # from environment variable +} +``` + +!!! note "Note" + +If you\'re wondering about the configuration files\' syntax, be aware +that under the hood `codecarbon` uses +[`ConfigParser`](https://docs.python.org/3/library/configparser.html#module-configparser) +which relies on the [INI +syntax](https://docs.python.org/3/library/configparser.html#supported-ini-file-structure). +!!! note + ## Access internet through proxy server + +If you need a proxy to access internet, which is needed to call a Web +API, like [Codecarbon API](https://api.codecarbon.io/docs), you have to +set environment variable `HTTPS_PROXY`, or *HTTP_PROXY* if calling an +`http://` endpoint. + +You could do it in your shell: + +``` shell +export HTTPS_PROXY="http://0.0.0.0:0000" +``` + +Or in your Python code: + +``` python +import os + +os.environ["HTTPS_PROXY"] = "http://0.0.0.0:0000" +``` + +For more information, please read the [requests library proxy +documentation](https://requests.readthedocs.io/en/latest/user/advanced/#proxies) diff --git a/docs/visualize.md b/docs/visualize.md new file mode 100644 index 000000000..0c77fa816 --- /dev/null +++ b/docs/visualize.md @@ -0,0 +1,111 @@ +# Visualize + +## Offline + +The package also comes with a `Dash App` containing illustrations to +understand the emissions logged from various experiments across +projects. The App currently consumes logged information from a CSV file, +generated from an in-built logger in the package. + +### Installation + +The carbonboard visualization tool requires additional dependencies. +Install them with: + +``` bash +pip install 'codecarbon[carbonboard]' +``` + +!!! note "Note" + +The `viz-legacy` extra is deprecated but still works for backwards +compatibility. It will be removed in v4.0.0. Please use `carbonboard` +instead. + +### Usage + +The App can be run by executing the below CLI command that needs +following arguments: + +- `filepath` - path to the CSV file containing logged information + across experiments and projects +- `port` - an optional port number, in case default \[8050\] is used + by an existing process + +``` bash +carbonboard --filepath="examples/emissions.csv" --port=3333 +``` + +### Summary and Equivalents + +Users can get an understanding of net power consumption and emissions +generated across projects and can dive into a particular project. The +App also provides exemplary equivalents from daily life, for example: + +- Weekly Share of an average American household +- Number of miles driven +- Time of 32-inch LCD TV watched + +![Summary](./_images/summary.png){.align-center width="700px" +height="400px"} + +### Regional Comparisons + +The App also provides a comparative visual to benchmark emissions and +energy mix of the electricity from the grid across different countries. + +![Global Equivalents](./_images/global_equivalents.png){.align-center +width="750px" height="480px"} + +### Cloud Regions + +The App also benchmarks equivalent emissions across different regions of +the cloud provider being used and recommends the most eco-friendly +region to host infrastructure for the concerned cloud provider. + +![Cloud Emissions](./_images/cloud_emissions.png){.align-center +width="750px" height="450px"} + +## Online + +A dashboard is also available for those who chose to connect the package +to the public API. [Got to online +dashboard](https://dashboard.codecarbon.io/) + +### from global\... + +Showing on the top the global energy consumed and emissions produced at +an organisation level and the share of each project in this. The App +also provides comparison points with daily life activity to get a better +understanding of the amount generated. + +![Summary](./_images/codecarbon-API-dashboard.png){.align-center +width="750px"} + +### to more and more\... + +Each project can be divided into several experiments, and in each +experiment several runs can happen. The total emissions of experiments +is shown on the barchart on the right hand side, and the runs on the +bubble chart on the left hand side. If ever your project has several +experiments you can switch from one experiment\'s runs in the bubble +chart to another by clicking the bar chart. + +![experiment and run](./_images/Experiment-run.png){.align-center +width="750px"} + +### detailed + +Clicking on one bubble, you can display the runtime series and see its +metadata. + +![run time series and metadata](./_images/run&metadata.png){.align-center +width="750px"} + +### Electricity production carbon intensity per country + +The app also provides a visualization of regional carbon intensity of +electricity production. + +![carbon intensity carbon_map](./_images/carbon_map.png){.align-center +width="750px"} diff --git a/docs/zensical.yml b/docs/zensical.yml new file mode 100644 index 000000000..85971a1ac --- /dev/null +++ b/docs/zensical.yml @@ -0,0 +1,43 @@ +# Zensical Configuration for CodeCarbon Documentation +site_name: CodeCarbon +site_description: Track carbon emissions from computing +site_url: https://mlco2.github.io/codecarbon/ + +theme: + name: zensical + palette: + - media: "(prefers-color-scheme: light)" + primary: teal + accent: teal + - media: "(prefers-color-scheme: dark)" + primary: teal + accent: teal + features: + - navigation.instant + - navigation.tracking + - navigation.tabs + - search.highlight + - search.share + +nav: + - Home: index.md + - Installation: installation.md + - Usage: usage.md + - Examples: examples.md + - API: api.md + - Methodology: methodology.md + - FAQ: faq.md + +markdown_extensions: + - attr_list + - admonition + - pymdownx.details + - pymdownx.highlight: + anchor_linenums: true + - pymdownx.inlinehilite + - pymdownx.snippets + - pymdownx.superfences + +plugins: + - search: + lang: en diff --git a/zensical.toml b/zensical.toml new file mode 100644 index 000000000..9f3b39ccd --- /dev/null +++ b/zensical.toml @@ -0,0 +1,29 @@ +site_name = "CodeCarbon" +site_description = "Measure and reduce carbon emissions from computing - Official Documentation" +site_url = "https://mlco2.github.io/codecarbon/" + +[theme] +name = "zensical" + +[theme.icon] +github = "mlco2/codecarbon" + +# Navigation - exact order from original docs +nav = [ + { title = "Introduction", path = "/motivation/" }, + { title = "Methodology", path = "/methodology/" }, + { title = "RAPL", path = "/rapl/" }, + { title = "Model Comparisons", path = "/model_examples/" }, + { title = "Frequently Asked Questions", path = "/faq/" }, + { title = "Installing CodeCarbon", path = "/installation/" }, + { title = "Quickstart", path = "/usage/" }, + { title = "Configuration", path = "/parameters/" }, + { title = "API", path = "/api/" }, + { title = "Parameters", path = "/parameters/" }, + { title = "Examples", path = "/examples/" }, + { title = "Comet Integration", path = "/comet/" }, + { title = "Advanced Installation", path = "/advanced_installation/" }, + { title = "Logging", path = "/to_logger/" }, + { title = "Output", path = "/output/" }, + { title = "Visualize", path = "/visualize/" } +] From 9af956d81765d5981de13aa7ea6ed1ebacd4744e Mon Sep 17 00:00:00 2001 From: davidberenstein1957 Date: Sun, 22 Feb 2026 22:53:36 +0100 Subject: [PATCH 02/14] chore: update documentation and configuration for Zensical theme - Added deployment directory to .gitignore - Updated CONTRIBUTING.md to reflect changes in documentation structure - Replaced Sphinx with Zensical for documentation generation - Updated README and other documentation files to align with new structure - Removed obsolete zensical.toml and related files - Adjusted build commands in pyproject.toml for Zensical integration --- .github/copilot-instructions.md | 2 +- .github/pyproject_versions.py | 9 +- .gitignore | 1 + CONTRIBUTING.md | 62 +- README.md | 20 +- docs/.buildinfo | 4 - docs/_images/Experiment&run.png | Bin 60962 -> 0 bytes docs/_sources/advanced_installation.rst.txt | 185 - docs/_sources/api.rst.txt | 87 - docs/_sources/comet.rst.txt | 49 - docs/_sources/examples.rst.txt 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docs/{_images => images}/codecarbon-panel.png (100%) rename docs/{_images => images}/comet-workspace.png (100%) rename docs/{_images => images}/cpu_fallback.png (100%) rename docs/{edit => }/images/dashboard.png (100%) create mode 100644 docs/images/favicon.ico create mode 100644 docs/images/favicon.svg rename docs/{_images => images}/global_equivalents.png (100%) rename docs/{_images => images}/grid_energy_mix.png (100%) rename docs/{_images => images}/model_emission_comparison.png (100%) rename docs/{_images => images}/panel-gallery.gif (100%) rename docs/{edit => }/images/regional_emissions.png (100%) rename docs/{_images => images}/run&metadata.png (100%) rename docs/{_images => images}/summary.png (100%) rename docs/{edit => }/images/vscode_debug.png (100%) delete mode 100644 docs/index.html delete mode 100644 docs/installation.html rename docs/{ => introduction}/faq.md (78%) rename docs/{ => introduction}/methodology.md (86%) rename docs/{ => introduction}/model_examples.md (53%) create mode 100644 docs/introduction/motivation.md rename docs/{ => introduction}/rapl.md (96%) create mode 100644 docs/introduction/when-to-use.md create mode 100644 docs/javascripts/mathjax.js rename docs/{ => logging}/output.md (96%) rename docs/{ => logging}/to_logger.md (85%) rename docs/{ => logging}/visualize.md (76%) delete mode 100644 docs/methodology.html delete mode 100644 docs/model_examples.html delete mode 100644 docs/motivation.html delete mode 100644 docs/motivation.md delete mode 100644 docs/objects.inv delete mode 100644 docs/output.html delete mode 100644 docs/parameters.html delete mode 100644 docs/rapl.html delete mode 100644 docs/search.html delete mode 100644 docs/searchindex.js create mode 100644 docs/stylesheets/extra.css delete mode 100644 docs/test_on_scaleway.html delete mode 100644 docs/to_logger.html delete mode 100644 docs/usage.html delete mode 100644 docs/visualize.html delete mode 100644 docs/zensical.yml create mode 100644 mkdocs.yml create mode 100644 scripts/deploy-docs.sh delete mode 100644 zensical.toml diff --git a/.github/copilot-instructions.md b/.github/copilot-instructions.md index 3b15ae41d..e6538d0f5 100644 --- a/.github/copilot-instructions.md +++ b/.github/copilot-instructions.md @@ -38,7 +38,7 @@ Here's what you need to know to navigate and contribute effectively. ### Key Directories - **tests/** - Unit tests for the core package -- **docs/** - Sphinx documentation (build with `uv run task docs`) +- **docs/** - Zensical documentation (build with `uv run task docs`) - **examples/** - Usage examples and demos - **deploy/** - Deployment configurations and scripts diff --git a/.github/pyproject_versions.py b/.github/pyproject_versions.py index 73f4474da..f2190e979 100644 --- a/.github/pyproject_versions.py +++ b/.github/pyproject_versions.py @@ -5,6 +5,7 @@ import logging import re import sys + import tomllib logging.basicConfig(level=logging.INFO, format="%(message)s") @@ -35,7 +36,7 @@ def get_version_from_file(filepath: str, pattern: str) -> str: def get_all_versions() -> dict: """ - Read versions from all three files managed by bumpver. + Read versions from files managed by bumpver. :return: Dict containing versions from all files """ @@ -60,11 +61,6 @@ def get_all_versions() -> dict: "codecarbon/_version.py", r'^__version__\s*=\s*["\']([^"\']+)["\']' ) - # Get version from docs/edit/conf.py - versions["docs_conf"] = get_version_from_file( - "docs/edit/conf.py", r'^release\s*=\s*["\']([^"\']+)["\']' - ) - return versions @@ -95,7 +91,6 @@ def check_version_coherence(quiet=False) -> bool: file_mapping = { "pyproject_toml": "pyproject.toml [tool.bumpver] current_version", "codecarbon_version": "codecarbon/_version.py __version__", - "docs_conf": "docs/edit/conf.py release", } logging.error(f" {file_mapping[file_key]}: {version}") logging.error( diff --git a/.gitignore b/.gitignore index 3b1e627a9..6439f58f5 100644 --- a/.gitignore +++ b/.gitignore @@ -103,6 +103,7 @@ venv.bak/ # mkdocs documentation /site +/deploy # mypy .mypy_cache/ diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f7ea3449b..c5070952a 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -4,32 +4,34 @@ -- [ Have a Question?](#have-a-question) -- [ Found a Bug?](#found-a-bug) -- [ Have a Feature Request?](#have-a-feature-request) -- [Alternative ways of contributing](#alternative-ways-of-contributing) -- [ Ready to Contribute!](#ready-to-contribute) - * [Installation](#installation) - * [Some UV commands](#some-uv-commands) - * [Tests](#tests) - * [Stress your computer](#stress-your-computer) - * [Update all dependancies](#update-all-dependancies) - * [Branching and Pull Requests](#branching-and-pull-requests) - * [Debug in VS Code](#debug-in-vs-code) - * [Coding style && Linting](#coding-style-linting) - * [Dependencies management](#dependencies-management) - * [Build Documentation 🖨️](#build-documentation-) - * [Release process](#release-process) -- [API and Dashboard](#api-and-dashboard) - * [CSV Dashboard](#csv-dashboard) - * [Web dashboard](#web-dashboard) - * [API](#api) - * [Test the API](#test-the-api) - * [Restore database from a production Backup](#restore-database-from-a-production-backup) - * [Deployment](#deployment) - + [API](#api-1) - + [Dashboard](#dashboard) -- [License](#license) +- [Contributing to Code Carbon](#contributing-to-code-carbon) + - [ Have a Question?](#-have-a-question) + - [ Found a Bug?](#-found-a-bug) + - [ Have a Feature Request?](#-have-a-feature-request) + - [Alternative ways of contributing](#alternative-ways-of-contributing) + - [ Ready to Contribute!](#-ready-to-contribute) + - [Installation](#installation) + - [Some UV commands](#some-uv-commands) + - [Tests](#tests) + - [Stress your computer](#stress-your-computer) + - [Update all dependancies](#update-all-dependancies) + - [Branching and Pull Requests](#branching-and-pull-requests) + - [Debug in VS Code](#debug-in-vs-code) + - [Coding style \&\& Linting](#coding-style--linting) + - [Dependencies management](#dependencies-management) + - [Build Documentation 🖨️](#build-documentation-️) + - [Release process](#release-process) + - [Test the build in Docker](#test-the-build-in-docker) + - [API and Dashboard](#api-and-dashboard) + - [CSV Dashboard](#csv-dashboard) + - [Web dashboard](#web-dashboard) + - [API](#api) + - [Test the API](#test-the-api) + - [Restore database from a production Backup](#restore-database-from-a-production-backup) + - [Deployment](#deployment) + - [API](#api-1) + - [Dashboard](#dashboard) + - [License](#license) @@ -218,7 +220,7 @@ Here is the launch.json to be able to debug examples and tests: Then run opened test with this button: -![vscode_debug](docs/edit/images/vscode_debug.png) +![vscode_debug](docs/images/vscode_debug.png) @@ -264,15 +266,15 @@ Dependencies are defined in different places: ### Build Documentation 🖨️ No software is complete without great documentation! -To make generating documentation easier, we use [`sphinx` package](https://www.sphinx-doc.org/en/master/usage/installation.html#installation-from-pypi). +To make generating documentation easier, we use [Zensical](https://zensical.org/). -In order to make changes, edit the `.rst` files that are in the `/docs/edit` folder, and then run in root folder: +In order to make changes, edit the `.md` files in the `/docs` folder, and then run in root folder: ```sh uv run --only-group doc task docs ``` -to regenerate the html files. +to regenerate the html files. For local preview with live reload, run `uv run --only-group doc task docs-serve`. ### Release process diff --git a/README.md b/README.md index ea5f1183e..7c4ac896a 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -![banner](docs/edit/images/banner.png) +![banner](docs/images/banner.png) Estimate and track carbon emissions from your computer, quantify and analyze their impact. @@ -22,14 +22,18 @@ CodeCarbon websites: - [About CodeCarbon 💡](#about-codecarbon-) - [Quickstart 🚀](#quickstart-) - - [Installation 🔧](#installation-) - - [Start to estimate your impact 📏](#start-to-estimate-your-impact-) - - [Monitoring your whole machine](#monitoring-your-machine-) - - [In your python code](#in-your-python-code-) - - [Visualize](#visualize-) + - [Installation 🔧](#installation-) + - [Start to estimate your impact 📏](#start-to-estimate-your-impact-) + - [Without using the online dashboard](#without-using-the-online-dashboard) + - [With the online dashboard](#with-the-online-dashboard) + - [Monitoring your machine 💻](#monitoring-your-machine-) + - [Detecting your hardware 🔍](#detecting-your-hardware-) + - [In your Python code 🐍](#in-your-python-code-) + - [Visualize 📊](#visualize-) - [Contributing 🤝](#contributing-) - [How To Cite 📝](#how-to-cite-) - [Contact 📝](#contact-) + - [Star History](#star-history) # About CodeCarbon 💡 @@ -45,7 +49,7 @@ At **CodeCarbon**, we believe, along with Niels Bohr, that "Nothing exists until We created a Python package that estimates your hardware electricity power consumption (GPU + CPU + RAM) and we apply to it the carbon intensity of the region where the computing is done. -![calculation Summary](docs/edit/images/calculation.png) +![calculation Summary](docs/images/calculation.png) We explain more about this calculation in the [**Methodology**](https://mlco2.github.io/codecarbon/methodology.html#) section of the documentation. @@ -128,7 +132,7 @@ There is other ways to use **codecarbon** package, please refer to the documenta ## Visualize 📊 You can now visualize your experiment emissions on the [dashboard](https://dashboard.codecarbon.io/). -![dashboard](docs/edit/images/dashboard.png) +![dashboard](docs/images/dashboard.png) > Hope you enjoy your first steps monitoring your carbon computing impact! diff --git a/docs/.buildinfo b/docs/.buildinfo deleted file mode 100644 index fdc88551e..000000000 --- a/docs/.buildinfo +++ /dev/null @@ -1,4 +0,0 @@ -# Sphinx build info version 1 -# This file records the configuration used when building these files. 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znwbVfekI&Z6-yoqdf7C3E=|D?fyiT@VPuSh3 z>kB$724YF|a<;w#`(36FD1D!aQ3}O_bRW|JQ7uf&J4mw2`p`zkzk{qf94mo3!Ps=h z5r0#_LZwUJY60Y`HSMfue2jIx%LaQX<7_N=)gsJxoA*INX5oW5*F(WS^-w$0$tK>q zO~0||F9g2>qwqswgzSr8JO$a-+-r|JL5JA1<08Y|_Sn$yFZ3?0)}6gkJVUl;_6kWM znv5%9g`-$=rpV;g^O*j4;&w5a>msN_rZGon`pZtCHvOH=|MFeSo`6oxSbT-aui#84 zDwjXJS8Zwl`0ujv zmml!&WxUO}gx~*D)c*#k{;@fJe+h&Cw(zY3ANKLzC6VB^> /etc/sysfs.conf - echo "owner class/powercap/intel-rapl:0/energy_uj = root:codecarbon" >> /etc/sysfs.conf - -Create the configuration file for CodeCarbon: - -.. code-block:: bash - - sudo tee /opt/codecarbon/.codecarbon.config < - project_id = - experiment_id = - api_key = - # Verbose logging - log_level=WARNING - # Measure power every 30 seconds - measure_power_secs=30 - # Send measure to API every 5 minutes (10*30 seconds) - api_call_interval=10 - EOF - -Enable and start the service: - -.. code-block:: bash - - sudo systemctl enable codecarbon - sudo systemctl start codecarbon - -Check the traces of the service: - -.. code-block:: bash - - journalctl -u codecarbon - - -You are done, CodeCarbon is now running as a service on your machine. - -Wait 5 minutes for the first measure to be send to the dashboard at https://dashboard.codecarbon.io/. - - -Deploy CodeCarbon CLI as a Service using Ansible -```````````````````````````````````````````````` - -This section describes how to deploy CodeCarbon as a system service using Ansible automation. - -It automate the manual installation done in the previous chapter. - -What the Playbook Does ----------------------- -The Ansible playbook automates the following tasks: - -* Creates a dedicated system user and group for CodeCarbon -* Sets up a Python virtual environment -* Installs CodeCarbon package -* Configures RAPL permissions for power measurements -* Creates and configures the systemd service -* Sets up the CodeCarbon configuration file -* Starts and enables the service - -Prerequisites -------------- -* Ansible installed on your machine -* Debian-based target system(s) -* SSH access to target system(s) -* CodeCarbon API credentials from the dashboard - -Directory Structure -------------------- -.. code-block:: text - - codecarbon/deploy/ansible/codecarbon_cli_as_a_service/ - ├── hosts - ├── tasks - │ ├── install_codecarbon.yml - │ ├── main.yml - │ ├── rapl.yml - │ └── systemd_service.yml - ├── templates - │ ├── codecarbon.config.j2 - │ └── systemd_service.j2 - └── vars - └── main.yml - -Quick Start ------------ - -1. Set the the target to install in ``hosts``: - - .. code-block:: text - - yourservername.yourdomain.com hostname=yourservername ansible_user=root ansible_ssh_private_key_file=~/.ssh/id_ed25519 - -2. Update the variables in ``vars/main.yml`` with your configuration: - - .. code-block:: yaml - - organization_id: your_org_id - project_id: your_project_id - experiment_id: your_experiment_id - api_key: your_api_key - - -3. Run the playbook: - - .. code-block:: bash - - ansible-playbook -i hosts tasks/main.yml - - diff --git a/docs/_sources/api.rst.txt b/docs/_sources/api.rst.txt deleted file mode 100644 index a92373f59..000000000 --- a/docs/_sources/api.rst.txt +++ /dev/null @@ -1,87 +0,0 @@ -.. _api: - -CodeCarbon API -============== - - -CodeCarbon API -~~~~~~~~~~~~~~ - -.. warning:: - This mode use the CodeCarbon API to upload the timeseries of your emissions on a central server. - - Thanks to `CleverCloud `_ the use of API is free as soon as it remains under certain limits. - - -.. image:: https://github.com/mlco2/codecarbon/raw/master/carbonserver/Images/code_carbon_archi.png - :align: center - :alt: Summary - :height: 400px - :width: 700px - -.. image:: https://github.com/mlco2/codecarbon/raw/master/carbonserver/Images/CodecarbonDB.jpg - :align: center - :alt: Summary - :width: 700px - -Before using it, you need to create on account on the `CodeCarbon dashboard `_ - -Then login from your terminal: - -.. code-block:: console - - codecarbon login - -It will create an experiment_id for the default project and save it to ``codecarbon.config`` - -Then you can tell CodeCarbon to monitor your machine: - -.. code-block:: console - - codecarbon monitor - -Or use the API in your code: - -.. code-block:: python - - from codecarbon import track_emissions - - @track_emissions(save_to_api=True) - def train_model(): - # GPU intensive training code goes here - - if __name__ =="__main__": - train_model() - -More options could be specified in ``@track_emissions`` or in ``.codecarbon.config`` - -The `CodeCarbon dashboard `_ use `CodeCarbon API `_ to get the data - -The API do not have a nice web interface to create your own organization and project, you have to use `OpenAPI interface `_ for that. - -And so on for your team, project and experiment. - -You then have to set you experiment id in CodeCarbon, with two options: - -In the code: - -.. code-block:: python - - from codecarbon import track_emissions - - @track_emissions( - measure_power_secs=30, - api_call_interval=4, - experiment_id="your experiment id", - save_to_api=True, - ) - def train_model(): - ... - -Or in the config file `.codecarbon.config`: - -.. code-block:: ini - - [codecarbon] - experiment_id = your experiment id - save_to_api = true diff --git a/docs/_sources/comet.rst.txt b/docs/_sources/comet.rst.txt deleted file mode 100644 index b1ac48f4a..000000000 --- a/docs/_sources/comet.rst.txt +++ /dev/null @@ -1,49 +0,0 @@ -.. _comet: - -Comet Integration -=========================== - - -CodeCarbon can be automatically integrated with `Comet `__ for experiment tracking and visualization. Comet provides data scientists with powerful tools to track, compare, explain, and reproduce their experiments. Now, with CodeCarbon you can easily track the carbon footprint of your jobs along with your training metrics, hyperparameters, dataset samples, artifacts, and more. - -.. image:: ./images/comet-workspace.png - :align: center - :alt: Summary - :height: 400px - :width: 700px - -To get started with the Comet-CodeCarbon integration, make sure you have comet-ml installed: - -.. code-block:: python - - pip install comet_ml>=3.2.2 - - -Go to `Comet's website `__ and create a free account. From your account settings page, copy your personal API key. - -In the `mnist-comet.py `_ example file, replace the placeholder code with your API key: - -.. code-block:: python - - experiment = Experiment(api_key="YOUR API KEY") - - -Run your experiment and click on the link in stdout to be taken back to the Comet UI. You'll automatically see your metrics, hyperparameters, graph definition, system and environment details, and more. - -Comet will automatically create an ``EmissionsTracker`` object from the ``codecarbon`` package when your code runs. To visualize the carbon footprint of your experiment, go to the ``Panel`` tab in the left sidebar and click ``Add Panel``. - -From the Panel Gallery click the ``Public`` tab and search for ``CodeCarbon Footprint``. Once you've found it, add it to your Experiment. - -.. image:: ./images/panel-gallery.gif - :align: center - :alt: Summary - :height: 400px - :width: 700px - -Now back in the ``Panels`` tab you'll see your CodeCarbon Footprint visualization in the Comet UI. To render the visualization by default, save your ``View``. And voilà! Every time you run your experiments, you'll be able to visualize your CodeCarbon emissions data alongside everything else you need to track for your research. - -.. image:: ./images/codecarbon-panel.png - :align: center - :alt: Summary - :height: 400px - :width: 700px diff --git a/docs/_sources/examples.rst.txt b/docs/_sources/examples.rst.txt deleted file mode 100644 index 0f94bccae..000000000 --- a/docs/_sources/examples.rst.txt +++ /dev/null @@ -1,129 +0,0 @@ -.. _examples: - -Examples -======== - -Following are examples to train a Deep Learning model on MNIST Data to recognize digits in images using TensorFlow. - - -Using the Decorator -------------------- - -This is the simplest way to use the CodeCarbon tracker with two lines of code. You just need to copy-paste `from codecarbon import track_emissions` and add the `@track_emissions` decorator to your training function. The emissions will be tracked automatically and printed at the end of the training. - -But you can't get them in your code, see the Context Manager section below for that. - -.. code-block:: python - - import tensorflow as tf - from codecarbon import track_emissions - - - @track_emissions(project_name="mnist") - def train_model(): - mnist = tf.keras.datasets.mnist - (x_train, y_train), (x_test, y_test) = mnist.load_data() - x_train, x_test = x_train / 255.0, x_test / 255.0 - model = tf.keras.models.Sequential( - [ - tf.keras.layers.Flatten(input_shape=(28, 28)), - tf.keras.layers.Dense(128, activation="relu"), - tf.keras.layers.Dropout(0.2), - tf.keras.layers.Dense(10), - ] - ) - loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) - - model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) - - model.fit(x_train, y_train, epochs=10) - - return model - - - if __name__ == "__main__": - model = train_model() - - -Using the Context Manager -------------------------- - -We think this is the best way to use CodeCarbon. Still only two lines of code, and you can get the emissions in your code. - -.. code-block:: python - - import tensorflow as tf - - from codecarbon import EmissionsTracker - - mnist = tf.keras.datasets.mnist - - (x_train, y_train), (x_test, y_test) = mnist.load_data() - x_train, x_test = x_train / 255.0, x_test / 255.0 - - - model = tf.keras.models.Sequential( - [ - tf.keras.layers.Flatten(input_shape=(28, 28)), - tf.keras.layers.Dense(128, activation="relu"), - tf.keras.layers.Dropout(0.2), - tf.keras.layers.Dense(10), - ] - ) - - loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) - - with EmissionsTracker() as tracker: - model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) - model.fit(x_train, y_train, epochs=10) - - # Display the emissions data - print(f"\nCarbon emissions from computation: {tracker.final_emissions * 1000:.4f} g CO2eq") - print("\nDetailed emissions data:", tracker.final_emissions_data) - - -Using the Explicit Object -------------------------- - -This is the recommended way to use the CodeCarbon tracker in a Notebook : you instantiate the tracker and call the `start()` method at the beginning of the Notebook. You call the stop() method at the end of the Notebook to stop the tracker and get the emissions. - -If not in an interactive Notebook, always use a `try...finally` block to ensure that the tracker is stopped even if an error occurs during training. -This is important to ensure the CodeCarbon scheduler is stopped. If you don't use `try...finally`, the scheduler will continue running in the background after your computation code has crashed, so your program will never finish. - -.. code-block:: python - - import tensorflow as tf - - from codecarbon import EmissionsTracker - - mnist = tf.keras.datasets.mnist - - (x_train, y_train), (x_test, y_test) = mnist.load_data() - x_train, x_test = x_train / 255.0, x_test / 255.0 - - - model = tf.keras.models.Sequential( - [ - tf.keras.layers.Flatten(input_shape=(28, 28)), - tf.keras.layers.Dense(128, activation="relu"), - tf.keras.layers.Dropout(0.2), - tf.keras.layers.Dense(10), - ] - ) - - loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) - - model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"]) - - tracker = EmissionsTracker() - tracker.start() - try: - model.fit(x_train, y_train, epochs=10) - except Exception as e: - print(f"An error occurred: {e}") - finally: - emissions: float = tracker.stop() - print(emissions) - - -Other examples are available in the `project GitHub repository `_. diff --git a/docs/_sources/faq.rst.txt b/docs/_sources/faq.rst.txt deleted file mode 100644 index b6fe5977e..000000000 --- a/docs/_sources/faq.rst.txt +++ /dev/null @@ -1,37 +0,0 @@ -.. _faq: - -Frequently Asked Questions -=========================== - -* **How accurate are your estimations?** - It is hard to quantify the entirety of computing emissions, because there are many factors in play, notably the life-cycle emissions of computing infrastructure. We therefore only focus on the direct emissions produced by running the actual code, but recognize that there is much work to be done to improve this estimation. - -* **What are the sources of your energy carbon intensity data?** - We use the following sources: - - For cloud computing: - - - Google publish carbon intensity of electricity for `Google Cloud Platform `_. - - - Unfortunately, Amazon has made a habit of keeping information about its carbon footprint out of public view. Although it released its global carbon footprint, it does not publish datacenter carbon footprints. - - - Microsoft has a Sustainability Calculator that helps enterprises analyze the carbon emissions of their IT infrastructure. But does not publish datacenter carbon intensity. - - - For private infra: - - - When available we use data from `ourworld in data `_ - - - If not available we use the electricity mix of the country find on `globalpetrolprices.com `_ that we multiply by the carbon intensity of the source of electricity (`that you can find here `_) - - - If we have neither we default to a world average of 475 gCO2.eq/KWh from `IEA `_. - - -* **How do I offset my emissions?** - There are many offsetting schemes, and it is hard to recommend any single one. For one-shot offsetting, the `Gold Standard `_ is often used, and has many offsetting projects to choose from at different prices. There are often local initiatives as well, so try researching what exists in your region/country. For a recurring offset, `Project Wren `_ lets you estimate your monthly carbon emissions and offset them via a monthly subscription. Keep in mind that offsetting is a good choice, but *reducing your emissions* should be the priority. - - -* **How can I help?** - If you find any functionality missing in the CodeCarbon repo, please `open an issue `_ so that you (and others!) can help add it. We did our best to cover all use cases and options, but we count on the open source community to help make the package an even greater success. - - diff --git a/docs/_sources/index.rst.txt b/docs/_sources/index.rst.txt deleted file mode 100644 index ee0bd2cc4..000000000 --- a/docs/_sources/index.rst.txt +++ /dev/null @@ -1,52 +0,0 @@ -.. CodeCarbon documentation master file, created by - sphinx-quickstart on Thu Jun 4 11:09:10 2020. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. - -CodeCarbon -========== - -.. image:: ./images/banner.png - :align: center - :alt: Banner - -.. toctree:: - :caption: Introduction - :maxdepth: 2 - - motivation - methodology - rapl - model_examples - faq - -.. toctree:: - :caption: Getting Started - :maxdepth: 2 - - installation - usage - api - parameters - examples - comet - advanced_installation - -.. toctree:: - :caption: Logging - :maxdepth: 2 - - output - to_logger - visualize - - -Indices and tables ------------------- -* :ref:`genindex` -* :ref:`modindex` -* :ref:`search` - - - - diff --git a/docs/_sources/installation.rst.txt b/docs/_sources/installation.rst.txt deleted file mode 100644 index 4539c5ffc..000000000 --- a/docs/_sources/installation.rst.txt +++ /dev/null @@ -1,59 +0,0 @@ -.. _installation: - -Installing CodeCarbon -===================== - -From PyPi repository --------------------- - -The package is hosted on the pip repository `here `__. - -To install the package, run the following command in your terminal. - -.. code-block:: bash - - pip install codecarbon - -Using Conda environments ------------------------- - -If you're using Conda for environment management, you can install CodeCarbon with pip in your Conda environment: - -.. code-block:: bash - - conda create --name codecarbon - conda activate codecarbon - pip install codecarbon - -.. note:: - - While CodeCarbon can be used in Conda environments, we no longer maintain Conda packages. We recommend using ``pip install codecarbon`` within your Conda environment, which works seamlessly with Conda. - -.. note:: - - We recommend using Python 3.8 or above. - - -Dependencies ------------- - -The following packages are used by the CodeCarbon package, and will be installed along with the package itself: - -.. code-block:: bash - - arrow - click - fief-client[cli] - pandas - prometheus_client - psutil - py-cpuinfo - nvidia-ml-py - rapidfuzz - requests - questionary - rich - typer - - -Please refer to `pyproject.toml `_ for the latest list of the packages used. diff --git a/docs/_sources/methodology.rst.txt b/docs/_sources/methodology.rst.txt deleted file mode 100644 index 3aee03eeb..000000000 --- a/docs/_sources/methodology.rst.txt +++ /dev/null @@ -1,310 +0,0 @@ -.. _methodology: - -Methodology -=========== -Carbon dioxide (CO₂) emissions, expressed as kilograms of CO₂-equivalents [CO₂eq], are the product of two main factors : - -.. code-block:: text - - C = Carbon Intensity of the electricity consumed for computation: quantified as g of CO₂ emitted per kilowatt-hour of electricity. - - E = Energy Consumed by the computational infrastructure: quantified as kilowatt-hours. - -Carbon dioxide emissions (CO₂eq) can then be calculated as ``C * E`` - - -Carbon Intensity ----------------- -Carbon Intensity of the consumed electricity is calculated as a weighted average of the emissions from the different -energy sources that are used to generate electricity, including fossil fuels and renewables. In this toolkit, the fossil fuels coal, petroleum, and natural gas are associated with specific carbon intensities: a known amount of carbon dioxide is emitted for each kilowatt-hour of electricity generated. Renewable or low-carbon fuels include solar power, hydroelectricity, biomass, geothermal, and more. The nearby energy grid contains a mixture of fossil fuels and low-carbon energy sources, called the Energy Mix. Based on the mix of energy sources in the local grid, the Carbon Intensity of the electricity consumed can be computed. - -.. image:: ./images/grid_energy_mix.png - :align: center - :alt: Grid Energy Mix - :height: 300px - :width: 350px - -When available, CodeCarbon uses global carbon intensity of electricity per cloud provider ( `here `__) or per country ( `here `__ ). - -If we don't have the global carbon intensity or electricity of a country, but we have its electricity mix, we used to compute the carbon intensity of electricity using this table: - -.. list-table:: Carbon Intensity Across Energy Sources - :widths: 50 50 - :align: center - :header-rows: 1 - - * - Energy Source - - Carbon Intensity (kg/MWh) - * - Coal - - 995 - * - Petroleum - - 816 - * - Natural Gas - - 743 - * - Geothermal - - 38 - * - Hydroelectricity - - 26 - * - Nuclear - - 29 - * - Solar - - 48 - * - Wind - - 26 - -Sources: - - `for fossil energies `_ - - `for renewables energies `_ - - -Then, for example, if the Energy Mix of the Grid Electricity is 25% Coal, 35% Petroleum, 26% Natural Gas and 14% Nuclear: - -.. code-block:: text - - Net Carbon Intensity = 0.25 * 995 + 0.35 * 816 + 0.26 * 743 + 0.14 * 29 = 731.59 kgCO₂/kWh - -But it doesn't happen anymore because Our World in Data now provides the global carbon intensity of electricity per country ( `source `__ ). Some countries are missing data for last year, so we use the previous year data available. - -If ever we have neither the global carbon intensity of a country nor it's electricity mix, we apply a world average of 475 gCO2.eq/KWh ( `source `__ ). - -As you can see, we try to be as accurate as possible in estimating carbon intensity of electricity. Still there is room for improvement and all contributions are welcome. - - -Power Usage ------------ - -Power supply to the underlying hardware is tracked at frequent time intervals. This is a configurable parameter -``measure_power_secs``, with default value 15 seconds, that can be passed when instantiating the emissions' tracker. - -Currently, the package supports the following hardware infrastructure. - -GPU -~~~~ - -Tracks Nvidia GPUs energy consumption using ``nvidia-ml-py`` library (installed with the package). - -RAM -~~~~ - -CodeCarbon v2 uses a 3 Watts for 8 GB ratio `source `__ . - -But this is not a good measure because it doesn't take into account the number of RAM slots used in the machine, that really drive the power consumption, not the amount of RAM. -For example, in servers you could have thousands of GB of RAM but the power consumption would not be proportional to the amount of memory used, but to the number of memory modules used. - -Old machine could use 2 Mb memory stick, where modern servers will use 128 Mb memory stick. - -So, in CodeCarbon v3 we switch to using 5 Watts for each RAM slot. The energy consumption is calculated as follows: - -.. code-block:: text - - RAM Power Consumption = 5 Watts * Number of RAM slots used - -But getting the number of RAM slots used is not possible as you need root access to get the number of RAM slots used. So we use an heuristic based on the RAM size. - -For example keep a minimum of 2 modules. Except for ARM CPU like rapsberry pi where we will consider a 3W constant. Then consider the max RAM per module is 128GB and that RAM module only exist in power of 2 (2, 4, 8, 16, 32, 64, 128). So we can estimate the power consumption of the RAM by the number of modules used. - -- For ARM CPUs (like Raspberry Pi), a constant 3W will be used as the minimum power -- Base power per DIMM is 5W for x86 systems and 1.5W for ARM systems -- For standard systems (up to 4 DIMMs): linear scaling at full power per DIMM -- For medium systems (5-8 DIMMs): decreasing efficiency (90% power per additional DIMM) -- For large systems (9-16 DIMMs): further reduced efficiency (80% power per additional DIMM) -- For very large systems (17+ DIMMs): highest efficiency (70% power per additional DIMM) -- Ensures at least 10W for x86 systems (assuming 2 DIMMs at minimum) -- Ensures at least 3W for ARM systems - -Example Power Estimates: - -- **Small laptop (8GB RAM)**: ~10W (2 DIMMs at 5W each) -- **Desktop (32GB RAM)**: ~20W (4 DIMMs at 5W each) -- **Desktop (64GB RAM)**: ~20W (4 DIMMs at 5W each), the same as 32GB -- **Small server (128GB RAM)**: ~40W (8 DIMMs with efficiency scaling) -- **Large server (1TB RAM)**: ~40W (using 8x128GB DIMMs with high efficiency scaling) - -This approach significantly improves the accuracy for large servers by recognizing that RAM power consumption doesn't scale linearly with capacity, but rather with the number of physical modules. Since we don't have direct access to the actual DIMM configuration, this heuristic provides a more reasonable estimate than the previous linear model. - -If you know the exact RAM power consumption of your system, then provide it using the `force_ram_power` parameter, which will override the automatic estimation. - -For example, in a Ubuntu machine, you can get the number of RAM slots used with the following command: - -.. code-block:: bash - - sudo lshw -C memory -short | grep DIMM - - /0/37/0 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) - /0/37/1 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) - /0/37/2 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) - /0/37/3 memory 4GiB DIMM DDR4 Synchrone Unbuffered (Unregistered) 2400 MHz (0,4 ns) - -Here we count 4 RAM slots used, so the power consumption will be 4 x 5 = 20 Watts, just add `force_ram_power=20` to the init of CodeCarbon. - - -CPU -~~~~ - -- **On Windows or Mac (Intel)** - -Tracks Intel processors energy consumption using the ``Intel Power Gadget``. You need to install it yourself from this `source `__ . But has been discontinued. There is a discussion about it on `github issues #457 `_. - -- **Apple Silicon Chips (M1, M2)** - -Apple Silicon Chips contain both the CPU and the GPU. - -Codecarbon tracks Apple Silicon Chip energy consumption using ``powermetrics``. It should be available natively on any mac. -However, this tool is only usable with ``sudo`` rights and to our current knowledge, there are no other options to track the energy consumption of the Apple Silicon Chip without administrative rights -(if you know of any solution for this do not hesitate and `open an issue with your proposed solution `_). - -To give sudo rights without having to enter a password each time, you can modify the sudoers file with the following command: - -.. code-block:: bash - - sudo visudo - - -Then add the following line at the end of the file: - -.. code-block:: bash - - username ALL = (root) NOPASSWD: /usr/bin/powermetrics - -If you do not want to give sudo rights to your user, then CodeCarbon will fall back to constant mode to measure CPU energy consumption. - -- **On Linux** - -Tracks Intel and AMD processor energy consumption from Intel RAPL files at ``/sys/class/powercap/intel-rapl/subsystem`` ( `reference `_ ). -All CPUs listed in this directory will be tracked. - -*Note*: The Power Consumption will be tracked only if the RAPL files exist at the above-mentioned path and if the user has the necessary permissions to read them. - - -CPU hardware ------------- - -The CPU die is the processing unit itself. It's a piece of semiconductor that has been sculpted/etched/deposited by various manufacturing processes into a net of logic blocks that do stuff that makes computing possible. The processor package is what you get when you buy a single processor. It contains one or more dies, plastic/ceramic housing for dies and gold-plated contacts that match those on your motherboard. - -In Linux kernel, energy_uj is a current energy counter in micro joules. It is used to measure CPU core's energy consumption. - -Micro joules is then converted in kWh, with formulas kWh=energy * 10 ** (-6) * 2.77778e-7 - -For example, on a laptop with Intel(R) Core(TM) i7-7600U, Code Carbon will read two files : -/sys/class/powercap/intel-rapl/intel-rapl:1/energy_uj and /sys/class/powercap/intel-rapl/intel-rapl:0/energy_uj - - -RAPL Metrics ------------- -RAPL (Running Average Power Limit) is a feature of modern processors that provides energy consumption measurements through hardware counters. - -See https://blog.chih.me/read-cpu-power-with-RAPL.html for more information. - -Despite the name "Intel RAPL", it supports AMD processors since Linux kernel 5.8. - -Read more about how we use it in :doc:`rapl`. - -CPU metrics priority --------------------- - -CodeCarbon will first try to read the energy consumption of the CPU from low level interface like RAPL or ``powermetrics``. -If none of the tracking tools are available, CodeCarbon will be switched to a fallback mode: - -- It will first detect which CPU hardware is currently in use, and then map it to a data source listing 2000+ Intel and AMD CPUs and their corresponding thermal design powers (TDPs). -- If the CPU is not found in the data source, a global constant will be applied. -- If ``psutil`` is available, CodeCarbon will try to estimate the energy consumption from the TDP and the CPU load. -- CodeCarbon assumes that 50% of the TDP will be the average power consumption to make this approximation. - -Here is a drawing of the fallback mode: - -.. image:: ./images/cpu_fallback.png - :align: center - :alt: CPU Fallback - -The code doing this is available in `codecarbon/core/resource_tracker.py `_. - -The net Energy Used is the net power supply consumed during the compute time, measured as ``kWh``. - -We compute energy consumption as the product of the power consumed and the time the power was consumed for. The formula is: -``Energy = Power * Time`` - -References ----------- -`Energy Usage Reports: Environmental awareness as part of algorithmic accountability `_ - - -How CodeCarbon Works -~~~~~~~~~~~~~~~~~~~~ - -CodeCarbon uses a scheduler that, by default, calls for a measure every 15 seconds, so it has no significant overhead. - -The measure itself is fast and CodeCarbon is designed to be as light as possible with a small memory footprint. - -The scheduler is started when the first ``start`` method is called and stopped when ``stop`` method is called. - -Another scheduler (_scheduler_monitor_power) is used to monitor only the power consumption of the hardware every second. -It is needed for hardware that do not have energy counters but only instant power, like in CPU load mode. - -Estimation of Equivalent Usage Emissions ----------------------------------------- - -The CodeCarbon dashboard provides equivalent emissions and energy usage comparisons to help users better understand the carbon impact of their activities. These comparisons are based on the following assumptions: - -Car Usage -~~~~~~~~~ - -- **Emission factor**: *0.12 kgCO₂ per kilometer driven*. -- This value is derived from the average emissions of a European passenger car under normal driving conditions. - -Source : `European Environment Agency `_ - - -TV Usage -~~~~~~~~ - -- **Energy consumption**: *138 Wh per day based on average use*. -- This assumes: - - An average daily usage of 6.5 hours. - - A modern television with a power consumption of approximately *21.2 W per hour*. - -Source : `The French Agency for Ecological Transition `_ - -US Citizen Weekly Emissions -~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -- **Annual emissions**: *13.3 tons of CO₂ equivalent per year* for an average US citizen. -- **Weekly emissions**: This value is divided by the 52 weeks in a year to estimate weekly emissions: - -.. math:: - \text{Weekly Emissions} = \frac{\text{Annual Emissions (tons)}}{52} - -.. math:: - \text{Weekly Emissions} = \frac{13.3}{52} \approx 0.256 \, \text{tons of CO₂ equivalent per week.} - -Source : `IEA CO2 total emissions per capita by region, 2000-2023 `_ - -Calculation Formula -~~~~~~~~~~~~~~~~~~~ - -The equivalent emissions are calculated using this formula: - -.. math:: - \text{Equivalent Emissions} = \frac{\text{Total Emissions (kgCO₂)}}{\text{Emission Factor (kgCO₂/unit)}} - -For example: - -- **Car Usage**: *1 kWh* of energy consumption is approximately equivalent to: - - - *8.33 kilometers driven by a car* (*1 ÷ 0.12*). - - *11.9 hours of TV usage* (*1 ÷ 0.084*), if emissions are considered. - -- **US Citizen Emissions**: - - - *1 kWh* of energy consumption can be compared to a fraction of the average weekly emissions of a US citizen: - -.. math:: - \text{US Citizen Equivalent} = \frac{\text{Total Emissions (tons)}}{0.256} - -These estimates are approximate and subject to regional variations in: -- Grid emissions intensity. -- Vehicle efficiencies. - -Source Code -~~~~~~~~~~~ - -The emission factors used are defined in the `CodeCarbon source code `_. They are based on publicly available data and general assumptions. diff --git a/docs/_sources/model_examples.rst.txt b/docs/_sources/model_examples.rst.txt deleted file mode 100644 index 6dd046daa..000000000 --- a/docs/_sources/model_examples.rst.txt +++ /dev/null @@ -1,98 +0,0 @@ -.. _model_examples: - -Model Comparisons -================= - -The following table shows the different electricity consumption of popular NLP and Computer visions models - -.. list-table:: Electricity consumption of AI cloud instance - :widths: 20 20 20 20 - :align: center - :header-rows: 1 - - * - Model - - GPU - - Training Time (H) - - Consumption (kWh) - * - BERT\ :sub:`fintetune`\ - - 4 V100 - - 6 - - 3.1 - * - BERT\ :sub:`pretrain`\ - - 8 V100 - - 36 - - 37.3 - * - 6B\ :sub:`Transf.`\ - - 256 A100 - - 192 - - 13 812.4 - * - Dense\ :sub:`121`\ - - 1 P40 - - 0.3 - - 0.02 - * - Dense\ :sub:`169`\ - - 1 P40 - - 0.3 - - 0.03 - * - Dense\ :sub:`201`\ - - 1 P40 - - 0.4 - - 0.04 - * - ViT\ :sub:`Tiny`\ - - 1 V100 - - 19 - - 1.7 - * - ViT\ :sub:`Small`\ - - 1 V100 - - 19 - - 2.2 - * - ViT\ :sub:`Base`\ - - 1 V100 - - 21 - - 4.7 - * - ViT\ :sub:`Large`\ - - 4 V100 - - 90 - - 93.3 - * - ViT\ :sub:`Huge`\ - - 4 V100 - - 216 - - 237.6 - -Impact of time of year and region ---------------------------------------- - -Carbon emissions that would be emitted from training BERT (language modeling on 8 V100s for 36 hours) in different locations: - - -.. image:: ./images/CO2_emitted_BERT.png - :align: center - :alt: Models emissions comparison - -In this case study, time of year might not be relevant in most cases, but localisation can have a great impact on carbon emissions. - -Here, and in the graph below, emissions equivalent are estimated using Microsoft Azure cloud tools. -CodeCarbon has developed its own measuring tools. The result could be different. - -Comparisons ---------------------- - -Emissions for the 11 described models can be displayed as below: - -.. image:: ./images/model_emission_comparison.png - :align: center - :alt: Models emissions comparison - -The black line represents the average emissions (across regions and time of year). -The light blue represents the first and fourth quartiles. -On the right side, equivalent sources of emissions are displayed as comparison points (source : `US Environmental Protection Agency `_). -NB : presented on a log scale - - - -References ----------- -`Measuring the Carbon intensity of AI in Cloud Instance `_ - -Another source comparing models carbon intensity: -`Energy and Policy Considerations for Deep Learning in NLP `_ diff --git a/docs/_sources/motivation.rst.txt b/docs/_sources/motivation.rst.txt deleted file mode 100644 index d64be046c..000000000 --- a/docs/_sources/motivation.rst.txt +++ /dev/null @@ -1,13 +0,0 @@ -.. _motivation: - -Motivation -========== - -In recent years, Artificial Intelligence, and more specifically Machine Learning, has become remarkably efficient at performing human-level tasks: recognizing objects and faces in images, driving cars, and playing sophisticated games like chess and Go. - -In order to achieve these incredible levels of performance, current approaches leverage vast amounts of data to learn underlying patterns and features. Thus, state-of-the-art Machine Learning models leverage significant amounts of computing power, training on advanced processors for weeks or months, consequently consuming enormous amounts of energy. Depending on the energy grid used during this process, this can entail the emission of large amounts of greenhouse gases such as CO₂. - -With AI models becoming more ubiquitous and deployed across different sectors and industries, AI's environmental impact is also growing. For this reason, it is important to estimate and curtail both the energy used and the emissions produced by training and deploying AI models. This package enables developers to track carbon dioxide (CO₂) emissions across machine learning experiments or other programs. - -This package enables developers to track emissions, measured as kilograms of CO₂-equivalents (CO₂eq) in order to estimate the carbon footprint of their work. For this purpose, we use ``CO₂-equivalents [CO₂eq]``, which is a standardized measure used to express the global warming potential of various greenhouse gases: the amount of CO₂ that would have the equivalent global warming impact. For computing, which emits CO₂ via the electricity it is consuming, carbon emissions are measured in kilograms of CO₂-equivalent per kilowatt-hour. As a matter of fact, electricity is generated as part of the broader electrical grid by combusting fossil fuels for example. - diff --git a/docs/_sources/output.rst.txt b/docs/_sources/output.rst.txt deleted file mode 100644 index 73dd1e3aa..000000000 --- a/docs/_sources/output.rst.txt +++ /dev/null @@ -1,180 +0,0 @@ -.. _output: - -Output -====== - -CSV ---- - -The package has an in-built logger that logs data into a CSV file named ``emissions.csv`` in the ``output_dir``, provided as an -input parameter (defaults to the current directory), for each experiment tracked across projects. - - -.. list-table:: Data Fields Logged for Each Experiment - :widths: 20 80 - :align: center - :header-rows: 1 - - * - Field - - Description - * - timestamp - - Time of the experiment in ``%Y-%m-%dT%H:%M:%S`` format - * - project_name - - Name of the project, defaults to ``codecarbon`` - * - run-id - - id of the run - * - duration - - Duration of the compute, in seconds - * - emissions - - Emissions as CO₂-equivalents [CO₂eq], in kg - * - emissions_rate - - emissions divided per duration, in Kg/s - * - cpu_power - - Mean CPU power (W) - * - gpu_power - - Mean GPU power (W) - * - ram_power - - Mean RAM power (W) - * - cpu_energy - - Energy used per CPU (kWh) - * - gpu_energy - - Energy used per GPU (kWh) - * - ram_energy - - Energy used per RAM (kWh) - * - energy_consumed - - sum of cpu_energy, gpu_energy and ram_energy (kWh) - * - country_name - - Name of the country where the infrastructure is hosted - * - country_iso_code - - 3-letter alphabet ISO Code of the respective country - * - region - - Province/State/City where the compute infrastructure is hosted - * - on_cloud - - ``Y`` if the infrastructure is on cloud, ``N`` in case of private infrastructure - * - cloud_provider - - One of the 3 major cloud providers, ``aws/azure/gcp`` - * - cloud_region - - | Geographical Region for respective cloud provider, - | examples ``us-east-2 for aws, brazilsouth for azure, asia-east1 for gcp`` - * - os - - | os on the device - | example ``Windows-10-10.0.19044-SP0`` - * - python_version - - example ``3.8.10`` - * - cpu_count: - - number of CPU - * - cpu_model - - example ``Intel(R) Core(TM) i7-1065G7 CPU @ 1.30GHz`` - * - gpu_count - - number of GPU - * - gpu_model - - example ``1 x NVIDIA GeForce GTX 1080 Ti`` - * - longitude - - | Longitude, with reduced precision to a range of 11.1 km / 123 km². - | This is done for privacy protection. - * - latitude - - | Latitude, with reduced precision to a range of 11.1 km / 123 km². - | This is done for privacy protection. - * - ram_total_size - - total RAM available (Go) - * - tracking_mode: - - ``machine`` or ``process``(default to ``machine``) - * - cpu_utilization_percent - - Average CPU utilization during tracking period (%) - * - gpu_utilization_percent - - Average GPU utilization during tracking period (%) - * - ram_utilization_percent - - Average RAM utilization during tracking period (%) - * - ram_used_gb - - Average RAM used during tracking period (GB) - -.. note:: - - Developers can enhance the Output interface, based on requirements. For example, to log into a database, by implementing a custom Class - that is a derived implementation of base class ``BaseOutput`` at ``codecarbon/output.py`` - -Prometheus ----------- - -Using CodeCarbon with prometheus -````````````````````````````````` - -`Prometheus `_ is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts when specified conditions are observed. - -CodeCarbon exposes all its metrics with the suffix `codecarbon_`. - -Current version uses pushgateway mode. If your pushgateway server needs auth, set your environment values `PROMETHEUS_USERNAME` and `PROMETHEUS_PASSWORD` so codecarbon is able to push the metrics. - -How to test in local -```````````````````` - -Deploy a local version of Prometheus + Prometheus Pushgateway - -.. code-block:: shell - - docker-compose up - - -Run your EmissionTracker as usual, but with the parameter `save_to_prometheus` as True. -e.g. - -.. code-block:: python - - ... - tracker = OfflineEmissionsTracker( - project_name=self.project_name, - country_iso_code="USA", - save_to_prometheus=True, - ) - tracker.start() - ... - - -Go to `localhost:9090 `_. Search for `codecarbon_`. You will see all the metrics there. - -Logfire ----------- - -Using CodeCarbon with logfire -````````````````````````````````` - -`Logfire `_ is an observability platform. - -CodeCarbon exposes all its metrics with the suffix `codecarbon_`. - - -How to use it -```````````````````` - -Run your EmissionTracker as usual, but with the parameter `save_to_logfire` as True. -e.g. - -.. code-block:: python - - ... - tracker = OfflineEmissionsTracker( - project_name=self.project_name, - country_iso_code="USA", - save_to_logfire=True, - ) - tracker.start() - ... - -The first time it will ask to log in into Logfire. Once you log in and set the default logfire project, you are good to go, the metrics will appear following the format `codecarbon_*`. - - -HTTP Output ------------ - -The HTTP Output allow the call of a webhook with emission data when the tracker is stopped. - -CodeCarbon API --------------- - -You can send all the data to the CodeCarbon API. So you have all your historical data in one place. By default, nothing is sent to the API. - -Logger Output -------------- - -See :ref:`Collecting emissions to a logger`. - diff --git a/docs/_sources/parameters.rst.txt b/docs/_sources/parameters.rst.txt deleted file mode 100644 index cf7884c88..000000000 --- a/docs/_sources/parameters.rst.txt +++ /dev/null @@ -1,191 +0,0 @@ -.. _parameters: - -Parameters -================ - -A set of parameters are supported by API to help users provide additional details per project. - -Input Parameters ------------------ - -.. list-table:: Input Parameters - :widths: 20 80 - :align: center - :header-rows: 1 - - * - Parameter - - Description - * - project_name - - Name of the project, defaults to ``codecarbon`` - * - experiment_id - - Id of the experiment - * - measure_power_secs - - Interval (in seconds) to measure hardware power usage, defaults to ``15`` - * - tracking_mode - - | ``machine`` measure the power consumptions of the entire machine (default) - | ``process`` try and isolate the tracked processes in isolation - * - gpu_ids - - | Comma-separated list of GPU ids to track, defaults to ``None`` - | These can either be integer indexes of GPUs on the system, or prefixes - | to match against GPU identifiers as described `here `_ - * - log_level - - | Global codecarbon log level (by order of verbosity): "debug", "info" (default), - | "warning", "error", or "critical" - * - electricitymaps_api_token - - | API token for electricitymaps.com (formerly co2signal.com) - * - pue - - | PUE (Power Usage Effectiveness) of the data center - | where the experiment is being run. - * - wue - - | WUE (Water Usage Effectiveness) of the data center - | where the experiment is being run. - | Units of *L/kWh* - how many litres of water are consumed per kilowatt-hour - | of electricity consumed. - * - force_cpu_power - - | Force the CPU max power consumption in watts, - | use this if you know the TDP of your machine. - | *(POWER_CONSTANT x CONSUMPTION_PERCENTAGE)* - * - force_ram_power - - | Force the RAM power consumption in watts, - | use this if you know the power consumption of your RAM. - | Estimate it with ``sudo lshw -C memory -short | grep DIMM`` - | to get the number of RAM slots used, then do - | *RAM power in W = Number of RAM Slots * 5 Watts* - * - rapl_include_dram - - | Boolean variable indicating if DRAM (memory) power should be included - | in RAPL measurements on Linux systems, defaults to ``False``. - | When ``True``, measures complete hardware power (CPU package + DRAM). - | Set to ``False`` to measure only CPU package power. - | Note: Only affects systems where RAPL exposes separate DRAM domains. - | In a future version DRAM power will probably be included in RAM. - * - rapl_prefer_psys - - | Boolean variable indicating if psys (platform/system) RAPL domain should be - | preferred over package domains on Linux systems, defaults to ``False``. - | When ``True``, uses psys domain for total platform power (CPU + chipset + PCIe). - | When ``False`` (default), uses package domains which are more reliable and - | consistent with CPU TDP specifications. - | Note: psys can report higher values than CPU TDP and may be unreliable on older systems. - * - allow_multiple_runs - - | Boolean variable indicating if multiple instance of CodeCarbon - | on the same machine is allowed, - | defaults to ``True`` since v3. Used to be ``False`` in v2. - -PUE is a multiplication factor provided by the user, so it is up to the user to get it from their cloud provider. -Old data-centers have a PUE up to 2.2, where new greener ones could be as low as 1.1. - -If you, or your provider, use ``CUDA_VISIBLE_DEVICES`` to set the GPUs you want to use, CodeCarbon will automaticly populate this value into ``gpu_ids``. -If you set ``gpu_ids`` manually, it will override the ``CUDA_VISIBLE_DEVICES`` for CodeCarbon measures. - -Output parameters ------------------ - -.. list-table:: Output Parameters - :widths: 20 80 - :align: center - :header-rows: 1 - - * - Parameter - - Description - * - **save_to_file** - - | Boolean variable indicating if the emission artifacts should be logged - | to a CSV file, defaults to ``True`` - * - output_dir - - | Directory path to which the experiment details are logged - | defaults to current directory - * - output_file - - | Name of output CSV file - | defaults to ``emissions.csv`` - * - on_csv_write - - | When calling ``tracker.flush()`` manually choose if - | - ``update`` the existing ``run_id`` row (erasing former data) - | - ``append`` add a new row to CSV file (defaults) - * - **save_to_api** - - | Boolean variable indicating if emissions artifacts should be logged - | to the CodeCarbon API, defaults to ``False`` - * - api_endpoint: - - | Optional URL of CodeCarbon API endpoint for sending emissions data - | defaults to "https://api.codecarbon.io" - * - api_key - - API key for the CodeCarbon API (mandatory to use this API!) - * - api_call_interval - - | Number of measurements between API calls (defaults to 8): - | -1 : call API on flush() and at the end - | 1 : at every measure - | 2 : at every 2 measure, and so on - * - **save_to_logger** - - | Boolean variable indicating if the emission artifacts should be written - | to a dedicated logger, defaults to ``False`` - * - logging_logger - - LoggerOutput object encapsulating a logging.Logger or a Google Cloud logger - * - logger_preamble - - String to systematically include in the logger's messages (defaults to "") - * - save_to_prometheus - - | Boolean variable indicating if the emission artifacts should be written - | to a Prometheus server, defaults to ``False`` - * - prometheus_url - - | URL of the Prometheus server - * - save_to_logfire - - | Boolean variable indicating if the emission artifacts should be written - | to a LogFire server, defaults to ``False`` - * - output_handlers - - | List of output handlers to use for saving the emissions data - | defaults to ``[]`` - -Specific parameters for offline mode ------------------------------------- -.. list-table:: Input Parameters to OfflineEmissionsTracker - :widths: 20 80 - :align: center - :header-rows: 1 - - * - Parameter - - Description - * - country_iso_code - - | 3-letter ISO Code of the country - | where the experiment is being run. - | Available countries are listed in `global_energy_mix.json `__ - * - region - - | Optional name of the Province/State/City, where the infrastructure is hosted - | Currently, supported only for US States and Canada - | for example - California or New York, from the `list `_ - * - cloud_provider - - | The cloud provider specified for estimating emissions intensity, - | defaults to ``None``. See `impact.csv `_ for a list of cloud providers - * - cloud_region - - | The region of the cloud data center, defaults to ``None`` - | See `impact.csv `_ for a list of cloud regions. - * - country_2letter_iso_code - - | For use with the Electricity Maps emissions API. - | See `Electricity Maps zones `_ for a list of codes and their locations. - - -@track_emissions ----------------- - -Decorator ``track_emissions`` in addition to standard arguments, requires the following parameters: - -.. list-table:: Input Parameters to @track_emissions - :widths: 20 80 - :align: center - :header-rows: 1 - - * - Parameter - - Description - * - fn - - function to be decorated - * - offline - - | Boolean variable indicating if the tracker should be run in offline mode - | defaults to ``False`` - * - country_iso_code - - | 3 letter ISO Code of the country where the experiment is being run. - | Available countries are listed in `global_energy_mix.json `__ - * - region - - | Optional Name of the Province/State/City, where the infrastructure is hosted - | Currently, supported only for US States - | for example - California or New York, from the `list `_ - * - cloud_provider - - | The cloud provider specified for estimating emissions intensity, - | defaults to ``None``. See `impact.csv `_ for a list of cloud providers - * - cloud_region - - | The region of the cloud data center, defaults to ``None`` - | See `impact.csv `_ for a list of cloud regions. diff --git a/docs/_sources/rapl.rst.txt b/docs/_sources/rapl.rst.txt deleted file mode 100644 index 4787de1c8..000000000 --- a/docs/_sources/rapl.rst.txt +++ /dev/null @@ -1,350 +0,0 @@ - -RAPL Metrics ------------- -RAPL (Running Average Power Limit) is a feature of modern processors that provides energy consumption measurements through hardware counters. - -See https://blog.chih.me/read-cpu-power-with-RAPL.html for more information. - -Despite the name "Intel RAPL", it supports AMD processors since Linux kernel 5.8. - -Due to the `CVE-2020-8694 security issue `_ from 2020, all Linux distributions have changed right permission of the RAPL file, to reserve it to superuser. - -There is a workaround, thanks to `prometheus/node_exporter#1892 `_: - -.. code-block:: sh - sudo apt install sysfsutils - nano /etc/sysfs.conf - # Add this line : - mode class/powercap/intel-rapl:0/energy_uj = 0444 - reboot - -Without rebooting you could do ``sudo chmod -R a+r /sys/class/powercap/*`` but it will be lost at next boot. - -If you want more security you could create a specific group, add your user to this group and set group read permission only. - -RAPL Domain Architecture -~~~~~~~~~~~~~~~~~~~~~~~~ - -RAPL exposes energy consumption data through files in ``/sys/class/powercap/`` with two interfaces: - -- **intel-rapl** (MSR-based): Traditional Model-Specific Register interface, accessed via CPU instructions -- **intel-rapl-mmio** (Memory-Mapped I/O): Newer interface introduced for modern Intel processors (10th gen+) - -Each domain is represented by a directory containing: - -- ``name``: Domain identifier (e.g., "package-0", "core", "uncore", "psys") -- ``energy_uj``: Current energy counter in microjoules -- ``max_energy_range_uj``: Maximum value before counter wraps - -Available RAPL Domains -~~~~~~~~~~~~~~~~~~~~~~ - -Different CPUs expose different domains. Common domains include: - -- **psys** (Platform/System): Total platform power including CPU package, integrated GPU, memory controller, and some chipset components. **Most comprehensive measurement** on modern Intel systems (Skylake and newer). - -- **package-0/package-N**: Entire CPU socket including: - - - All CPU cores - - Integrated GPU (if present) - - Last-level cache (LLC) - - Memory controller - - System agent/uncore - -- **core**: Only the CPU compute cores (subset of package) - -- **uncore**: Everything in the package except cores: - - - Memory controller (DDR interface on CPU) - - Last-level cache - - Ring interconnect between cores - - Integrated GPU (if present) - -- **dram**: Memory controller power, rare on consumer hardware, more common on servers. We still have to figure out if it is accurate. - -- **gpu**: Discrete or integrated GPU (when available) - -RAPL Domain Hierarchy and Double-Counting -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -**Critical**: RAPL domains are hierarchical and overlapping. Summing them causes severe over-counting! - -Example hierarchy on Intel Core Ultra 7 265H: - -.. code-block:: text - - psys (9.6W) ← Most comprehensive, includes everything below - ├── package-0 (3.8W) ← Subset of psys - │ ├── core (0.8W) ← Subset of package - │ └── uncore (0.2W) ← Subset of package - └── Other platform components (~5W) - └── Chipset, PCIe, etc. - -**Wrong approach**: 9.6W + 3.8W + 0.8W + 0.2W = 14.4W ❌ (Triple counting!) - -**Correct approach**: Use only psys (9.6W) ✅ - -CodeCarbon's RAPL Strategy -~~~~~~~~~~~~~~~~~~~~~~~~~~ - -CodeCarbon implements intelligent domain selection to provide reliable and consistent measurements: - -1. **Prefer package domains (default)**: CodeCarbon prioritizes ``package`` domains because they: - - - Update reliably under CPU load - - Match CPU TDP specifications - - Provide consistent measurements across different Intel generations - - Can be supplemented with ``dram`` domains for complete hardware measurement (package + DRAM) - -2. **Optional psys mode**: Set ``prefer_psys=True`` to use ``psys`` (platform/system) domain instead: - - - Provides total platform power (CPU + chipset + PCIe + some other components) - - More comprehensive but can report higher values than CPU TDP - - May include non-CPU components affected by the computation - - **Note**: On some older Intel systems (e.g., Kaby Lake), psys can report unexpectedly high values - -3. **Interface deduplication**: When the same domain appears in both ``intel-rapl`` and ``intel-rapl-mmio``: - - - Detects duplicate domains by name - - Prefers MMIO over MSR (newer, recommended interface) - - Falls back to MSR if MMIO is unreadable - -4. **Subdomain filtering**: Excludes ``core`` and ``uncore`` subdomains when ``package`` is available to avoid double-counting - -5. **DRAM exclusion**: By default (``include_dram=False``), don't adds DRAM domain to package. As DRAM is supposed to be in RAM power, not CPU in a future version of CodeCarbon. - -Platform-Specific Behavior -~~~~~~~~~~~~~~~~~~~~~~~~~ - -**Intel processors**: - -- Modern CPUs (Skylake+): Provide ``psys`` for comprehensive platform measurement -- ``core`` is included in ``package`` -- ``package`` may include or exclude integrated GPU depending on model - -**AMD processors**: - -- ``core`` reports very low energy values -- Unclear if ``core`` is included in ``package`` (vendor documentation is sparse) -- Multiple dies may report as separate packages (e.g., Threadripper) - -**What RAPL Does NOT Measure**: - -- ❌ DRAM chips themselves (only memory controller) -- ❌ SSDs/NVMe drives -- ❌ Discrete GPUs (use nvidia-smi, rocm-smi separately) -- ❌ Motherboard chipset (unless included in psys) -- ❌ Fans, USB devices, peripherals -- ❌ Power supply inefficiency -- ❌ Discrete NPUs - -For more details, see the excellent documentation from Scaphandre: https://hubblo-org.github.io/scaphandre-documentation/explanations/rapl-domains.html and discussion with references: https://github.com/hubblo-org/scaphandre/issues/116#issuecomment-854453231 - - - -.. image:: https://hubblo-org.github.io/scaphandre-documentation/explanations/rapl.png - :align: center - :alt: RAPL Example - :width: 600px - -Source :“RAPL in Action: Experiences in Using RAPL for Power Measurements,” (K. N. Khan, M. Hirki, T. Niemi, J. K. Nurminen, and Z. Ou, ACM Trans. Model. Perform. Eval. Comput. Syst., vol. 3, no. 2, pp. 1–26, Apr. 2018, doi: 10.1145/3177754.) - -RAPL Measurements: Real-World Examples -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -Choosing the right metric to track CPU power consumption depends on CPU hardware and available domains. Below are measurements from different systems showing the importance of avoiding double-counting. - -We investigate RAPL on various architectures : - -- 2017 Gaming computer with AMD Ryzen Threadripper 1950X -- 2017 Laptop with Intel(R) Core(TM) i7-7600U (TDP 15W) -- 2025 Laptop with Intel(R) Core(TM) Ultra 7 265H (TDP 28W) - - -Desktop computer with AMD Ryzen Threadripper 1950X 16-Core (32 threads) Processor. -Power plug measure when idle (10% CPU): 125 W -package-0-die-0 : 68 W -package-0-die-1 : 68 W -CodeCarbon : 137 W - -Laptop: Intel(R) Core(TM) Ultra 7 265H (TDP 28W) -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -**Idle Measurements**: - -.. code-block:: text - - Powertop battery discharge rate: 6W - - RAPL domains (individual readings): - - psys (platform): 6.66W ← Total platform power (BEST) - - package-0: 3.85W ← CPU package (subset of psys) - - core: 0.35W ← CPU cores only (subset of package) - - uncore: 0.02W ← Memory controller, cache (subset of package) - - ⚠️ WRONG: Summing all domains = 10.88W (over-counting!) - ✅ CORRECT: Use psys only = 6.66W (matches battery discharge) - -**CodeCarbon behavior**: Uses **psys only** (6.66W) to avoid double-counting. - -**Under Load (stress-ng)**: - -.. code-block:: text - - Powertop battery discharge rate: 27W - - RAPL domains: - - psys: 24.69W ← Total platform power (BEST) - - package-0: 21.35W ← CPU package (subset of psys) - - core: 15.37W ← CPU cores (subset of package) - - uncore: 0.07W ← Uncore (subset of package) - - ✅ CORRECT: Use psys only = 24.69W (close to battery discharge) - -**CodeCarbon measurement**: 22W using psys (accurate, within expected range) - -**Note**: The package-0 measurement (21.35W) excludes some platform components like chipset and PCIe that are included in psys (24.69W). - -Laptop: Intel(R) Core(TM) i7-7600U (TDP 15W, 7th Gen Kaby Lake) -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -**Idle Measurements**: - -.. code-block:: text - - Powertop battery discharge rate: 9.31W - - RAPL domains: - - psys: 12.21W ← Total platform power (includes everything) - - package-0: 1.44W ← CPU package only - - core: 0.46W ← CPU cores (subset of package) - - uncore: 0.04W ← Uncore (subset of package) - - dram: 0.54W ← Memory controller (may overlap with uncore) - - ⚠️ WRONG: Summing all = 14.69W (triple counting!) - ✅ CORRECT: Use psys = 12.21W - -**Under Load (stress-ng)**: - -.. code-block:: text - - Powertop battery discharge rate: 8.40W (unreliable during stress test) - - RAPL domains: - - psys: 29.97W ← Total platform power (BEST) - - package-0: 15.73W ← CPU package (matches TDP, subset of psys) - - core: 14.00W ← CPU cores (subset of package) - - uncore: 0.54W ← Uncore (subset of package) - - dram: 1.23W ← Memory controller power - - ⚠️ WRONG: Summing all = 61.47W (massive over-counting!) - ✅ CORRECT: Use psys = 29.97W - - Analysis: - - psys (29.97W) includes package (15.73W) + platform components (~14W) - - package (15.73W) includes core (14.00W) + uncore (0.54W) + other - - Core power (14.00W) matches the CPU TDP spec (15W) - -**CodeCarbon behavior**: Uses **psys only** (29.97W) for accurate total platform measurement. - -**Legacy behavior (before v2.x)**: Would have measured only package-0 (15.73W), missing ~14W of platform power! - - -Desktop: AMD Ryzen Threadripper 1950X (16-Core, 32 threads, Multi-die) -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -**Idle Measurements (10% CPU load)**: - -.. code-block:: text - - Wall power meter: 100W (whole system) - - - RAPL domains: - Monitoring domains: - - core (intel-rapl:0:0) via MSR - - package-0 (intel-rapl:0) via MSR - - Domain 'core' (MSR): 0.61 Watts - Domain 'package-0' (MSR): 29.76 Watts - Total Power Consumption: 30.37 Watts - - Domain 'core' (MSR): 0.20 Watts - Domain 'package-0' (MSR): 38.62 Watts - Total Power Consumption: 38.82 Watts - - [codecarbon INFO @ 22:24:44] RAPL - Monitoring domain 'package-0' (displayed as 'Processor Energy Delta_0(kWh)') via MSR at /sys/class/powercap/intel-rapl/subsystem/intel-rapl/intel-rapl:0/energy_uj - - ✅ CodeCarbon total: ~ 40 W - - Note: RAPL on this system measures only the CPU dies, not platform. - Wall power includes motherboard, RAM, fans, PSU losses. - -**Under Full Load (100% CPU, stress test)**: - -.. code-block:: text - - Wall power meter: ~ 280 W total (131W above idle baseline) - - Monitoring domains: - - core (intel-rapl:0:0) via MSR - - package-0 (intel-rapl:0) via MSR - - Domain 'core' (MSR): 8.86 Watts - Domain 'package-0' (MSR): 172.50 Watts - Total Power Consumption: 181.36 Watts - - Domain 'core' (MSR): 8.88 Watts - Domain 'package-0' (MSR): 172.16 Watts - Total Power Consumption: 181.05 Watts - - ✅ CodeCarbon total: 171 W, in line with the TDP of 180 W - 280 - 100 (idle) = 180 W - - Analysis: - - Each die independently measured via RAPL - - No psys domain available on this AMD system - - RAPL counter range: 234 sec at 280W (potential wraparound consideration) - -**AMD RAPL Characteristics**: - -- Multi-die CPUs report separate packages (package-0-die-0, package-0-die-1) -- No psys domain available on older AMD processors -- ``core`` domain reports very low values (unclear if included in package) -- Package measurements are generally reliable for total CPU power - -Key Takeaways for RAPL Measurements -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -1. **CodeCarbon defaults to package domains**: This provides the most reliable and consistent measurements that match CPU TDP specifications. Package domains update correctly under load across all Intel generations. - -2. **psys can be unreliable**: While ``psys`` provides total platform power, it: - - - Can report higher values than expected (includes chipset, PCIe, etc.) - - May not include all CPU components on older Intel systems : on some computers, ``psys`` is lower than ``package``. - - So it is disabled by default, you can enable it with ``prefer_psys=True`` if desired - -3. **Avoid summing overlapping domains**: Never sum psys + package + core + uncore. They are hierarchical and overlapping. This causes 2-3x over-counting! - -4. **Domain hierarchy**: - - - psys ⊃ package ⊃ {core, uncore} - - Correct: Use package alone (CodeCarbon default) OR psys alone (with prefer_psys=True) - - Wrong: Sum multiple levels - -5. **Interface deduplication**: The same domain may appear in both ``intel-rapl`` (MSR) and ``intel-rapl-mmio`` interfaces. CodeCarbon automatically deduplicates, preferring MMIO. - -6. **DRAM measurement**: CodeCarbon does not include DRAM domains by default (``include_dram=False``) for CPU hardware measurement. Set ``include_dram=True`` to measure CPU package + DRAM domains. - -7. **Platform-specific behavior**: - - - Intel modern: package or psys (with prefer_psys=True) - - Intel older: package-0 for CPU only - - AMD: Sum all package-X-die-Y for multi-die CPUs - -8. **Limitations**: RAPL does NOT measure: - - - Discrete GPUs (use nvidia-smi/rocm-smi) - - SSDs, peripherals, fans - - Actual DRAM chips, we still have to investigate on this point - - Complete system power (use wall meter for accuracy) diff --git a/docs/_sources/test_on_scaleway.rst.txt b/docs/_sources/test_on_scaleway.rst.txt deleted file mode 100644 index b67bbca0b..000000000 --- a/docs/_sources/test_on_scaleway.rst.txt +++ /dev/null @@ -1,55 +0,0 @@ -.. _test_on_scaleway: - - -Test of CodeCarbon on Scaleway hardware -======================================= - -We use Scaleway hardware to test CodeCarbon on a real-world scenario. We use the following hardware: - - - EM-I120E-NVME AMD EPYC 8024P 64 GB 2 x 960 GB NVMe - EM-B112X-SSD 2 x Intel(R) Xeon(R) CPU E5-2620 v3 @ 2.40GHz - -85 W TDP for the Intel(R) Xeon(R) CPU E5-2620 v3 @ 2.40GHz - -Choose Ubuntu as OS because new version of stress-ng is not available on Debian 12 (Bookworm). - -Connect to the server: - -.. code-block:: console - - ssh ubuntu@51.159.214.207 - -Install and run the test: - -.. code-block:: console - - sudo chmod a+r -R /sys/class/powercap/intel-rapl/subsystem/* - sudo apt update && sudo apt install -y git pipx python3-launchpadlib htop - pipx ensurepath - sudo add-apt-repository -y ppa:colin-king/stress-ng - sudo apt update && sudo apt install -y stress-ng - export PATH=$PATH:/home/ubuntu/.local/bin - git clone https://github.com/mlco2/codecarbon.git - cd codecarbon - git checkout use-cpu-load - curl -LsSf https://astral.sh/uv/install.sh | sh - uv run python examples/compare_cpu_load_and_RAPL.py - -To do a full code CPU load, we run the following command: - -.. code-block:: console - - stress-ng --cpu 0 --cpu-method matrixprod --metrics-brief --rapl --perf -t 60s - - -Get back the data from the server: - -.. code-block:: console - - mkdir -p codecarbon/data/hardware/cpu_load_profiling/E3-1240/ - scp ubuntu@51.159.214.207:/home/ubuntu/codecarbon/*.csv codecarbon/data/hardware/cpu_load_profiling/E5-1240/ - -You can now delete the server in the Scaleway console. - -For the results, see the notebook XXX. diff --git a/docs/_sources/to_logger.rst.txt b/docs/_sources/to_logger.rst.txt deleted file mode 100644 index 17950485b..000000000 --- a/docs/_sources/to_logger.rst.txt +++ /dev/null @@ -1,76 +0,0 @@ -.. _Collecting emissions to a logger: - -Collecting emissions to a logger -================================ - -The ``LoggerOutput`` class (and ``GoogleCloudLoggerOutput`` subclass) allows to send emissions tracking to a logger. -This is a specific, distinct logger than the one used by the CodeCarbon package for its 'private' logs. -It allows to leverage powerful logging systems, to centralize emissions to some central or cloud-based system, and build reports, triggers, etc. based on these data. - -This logging output can be used in parallel with other output options provided by CodeCarbon. - - -Create a logger ----------------- - -In order to send emissions tracking data to the logger, first create a logger and then create an `EmissionTracker`. `OfflineEmissionTracker` -is also supported but lack of network connectivity may forbid to stream tracking data to some central or cloud-based collector. - -Python logger -~~~~~~~~~~~~~ - -.. code-block:: Python - - import logging - - # Create a dedicated logger (log name can be the CodeCarbon project name for example) - _logger = logging.getLogger(log_name) - - # Add a handler, see Python logging for various handlers (here a local file named after log_name) - _channel = logging.FileHandler(log_name + '.log') - _logger.addHandler(_channel) - - # Set logging level from DEBUG to CRITICAL (typically INFO) - # This level can be used in the logging process to filter emissions messages - _logger.setLevel(logging.INFO) - - # Create a CodeCarbon LoggerOutput with the logger, specifying the logging level to be used for emissions data messages - my_logger = LoggerOutput(_logger, logging.INFO) - - -Google Cloud Logging -~~~~~~~~~~~~~~~~~~~~ - -.. code-block:: Python - - import google.cloud.logging - - - # Create a Cloud Logging client (specify project name if needed, otherwise Google SDK default project name is used) - client = google.cloud.logging.Client(project=google_project_name) - - # Create a CodeCarbon GoogleCloudLoggerOutput with the Cloud Logging logger, with the logging level to be used for emissions data messages - my_logger = GoogleCloudLoggerOutput(client.logger(log_name)) - -Authentication -~~~~~~~~~~~~~~ - -Please refer to `Google Cloud documentation `_. - -Create an EmissionTracker -~~~~~~~~~~~~~~~~~~~~~~~~~ - -Create an EmissionTracker saving output to the logger. Other save options are still usable and valid. - -.. code-block:: Python - - tracker = EmissionsTracker(save_to_logger=True, logging_logger=my_logger) - tracker.start() - ... - emissions: float = tracker.stop() - ... - -Example -~~~~~~~ - -A demonstration is available in ``codecarbon/examples/logging_demo.py``. \ No newline at end of file diff --git a/docs/_sources/usage.rst.txt b/docs/_sources/usage.rst.txt deleted file mode 100644 index f4b77a777..000000000 --- a/docs/_sources/usage.rst.txt +++ /dev/null @@ -1,290 +0,0 @@ -.. _usage: - -Quickstart -========== -The CO2 tracking tool can be used along with any computing framework. It supports both ``online`` (with internet access) and -``offline`` (without internet access) modes. The tracker can be used in the following ways: - - -Online Mode ------------ -When the environment has internet access, the ``EmissionsTracker`` object or the ``track_emissions`` decorator can be used, which has -the ``offline`` parameter set to ``False`` by default. - -Command line -~~~~~~~~~~~~ - - -Create a minimal configuration file (just follow the prompts) : - -.. code-block:: console - - codecarbon config - -.. image:: https://asciinema.org/a/667970.svg - :align: center - :alt: Init config - :target: https://asciinema.org/a/667970 - -You can use the same command to modify an existing config : - -.. image:: https://asciinema.org/a/667971.svg - :align: center - :alt: Modify config - :target: https://asciinema.org/a/667971 - - -If you want to track the emissions of a computer without having to modify your code, you can use : - -.. code-block:: console - - codecarbon monitor - -You have to stop the monitoring manually with ``Ctrl+C``. - -If you want to detect the hardware of your computer without starting any measurement, you can use: - -.. code-block:: console - - codecarbon detect - -It will print the detected RAM, CPU and GPU information. - -In the following example you will see how to use the CLI to monitor all the emissions of you computer and sending everything -to an API running on "localhost:8008" (Or you can start a private local API with "docker-compose up"). Using the public API with -this is not supported yet (coming soon!) - -.. image:: https://asciinema.org/a/667984.svg - :align: center - :alt: Monitor example - :target: https://asciinema.org/a/667984 - - -The command line could also works without internet by providing the country code like this: - -.. code-block:: console - - codecarbon monitor --offline --country-iso-code FRA - -Implementing CodeCarbon in your code allows you to track the emissions of a specific block of code. - -Explicit Object -~~~~~~~~~~~~~~~ -In the case of absence of a single entry and stop point for the training code base, users can instantiate a ``EmissionsTracker`` object and -pass it as a parameter to function calls to start and stop the emissions tracking of the compute section. - -.. code-block:: python - - from codecarbon import EmissionsTracker - tracker = EmissionsTracker() - tracker.start() - try: - # Compute intensive code goes here - _ = 1 + 1 - finally: - tracker.stop() - -This mode is recommended when using a Jupyter Notebook. You call ``tracker.start()`` at the beginning of the Notebook, and call ``tracker.stop()`` in the last cell. - -This mode also allows you to record the monitoring with ``tracker.flush()`` that writes the emissions to disk or call the API depending on the configuration, but keep running the experiment. - -If you want to monitor small piece of code, like a model inference, you could use the task manager: - - -.. code-block:: python - - try: - tracker = EmissionsTracker(project_name="bert_inference", measure_power_secs=10) - tracker.start_task("load dataset") - dataset = load_dataset("imdb", split="test") - imdb_emissions = tracker.stop_task() - tracker.start_task("build model") - model = build_model() - model_emissions = tracker.stop_task() - finally: - _ = tracker.stop() - -This way CodeCarbon will track the emissions of each task . -The task will not be written to disk to prevent overhead, you have to get the results from the return of ``stop_task()``. -If no name is provided, CodeCarbon will generate a uuid. - -Please note that you can't use task mode and normal mode at the same time. Because ``start_task`` will stop the scheduler as we do not want it to interfere with the task measurement. - -Context manager -~~~~~~~~~~~~~~~~ -The ``Emissions tracker`` also works as a context manager. - -.. code-block:: python - - from codecarbon import EmissionsTracker - - with EmissionsTracker() as tracker: - # Compute intensive training code goes here - -This mode is recommended when you want to monitor a specific block of code. - -Decorator -~~~~~~~~~ -In case the training code base is wrapped in a function, users can use the decorator ``@track_emissions`` within the function to enable tracking -emissions of the training code. - -.. code-block:: python - - from codecarbon import track_emissions - - @track_emissions - def training_loop(): - # Compute intensive training code goes here - -This mode is recommended if you have a training function. - -.. note:: - This will write a csv file named emissions.csv in the current directory - -Offline Mode ------------- -An offline version is available to support restricted environments without internet access. The internal computations remain unchanged; however, -a ``country_iso_code`` parameter, which corresponds to the 3-letter alphabet ISO Code of the country where the compute infrastructure is hosted, is required to fetch Carbon Intensity details of the regional electricity used. A complete list of country ISO codes can be found on `Wikipedia `_. - -Explicit Object -~~~~~~~~~~~~~~~ -Developers can use the ``OfflineEmissionsTracker`` object to track emissions as follows: - -.. code-block:: python - - from codecarbon import OfflineEmissionsTracker - tracker = OfflineEmissionsTracker(country_iso_code="CAN") - tracker.start() - # GPU intensive training code - tracker.stop() - -Context manager -~~~~~~~~~~~~~~~~ -The ``OfflineEmissionsTracker`` also works as a context manager - -.. code-block:: python - - from codecarbon import OfflineEmissionsTracker - - with OfflineEmissionsTracker() as tracker: - # GPU intensive training code goes here - - -Decorator -~~~~~~~~~ -The ``track_emissions`` decorator in offline mode requires following two parameters: - -- ``offline`` needs to be set to ``True``, which defaults to ``False`` for online mode. -- ``country_iso_code`` the 3-letter alphabet ISO Code of the country where the compute infrastructure is hosted - -.. code-block:: python - - from codecarbon import track_emissions - @track_emissions(offline=True, country_iso_code="CAN") - def training_loop(): - # training code goes here - pass - - -The Carbon emissions will be saved to a ``emissions.csv`` file in the same directory. Please refer to the :ref:`complete API ` for -additional parameters and configuration options. - - -Configuration -============= - -Configuration priority ----------------------- - -CodeCarbon is structured so that you can configure it in a hierarchical manner: - * *global* parameters in your home folder ``~/.codecarbon.config`` - * *local* parameters (with respect to the current working directory) in ``./.codecarbon.config`` - * *environment variables* parameters starting with ``CODECARBON_`` - * *script* parameters in the tracker's initialization as ``EmissionsTracker(param=value)`` - -.. warning:: Configuration files **must** be named ``.codecarbon.config`` and start with a section header ``[codecarbon]`` as the first line in the file. - -For instance: - -* ``~/.codecarbon.config`` - - .. code-block:: bash - - [codecarbon] - measure_power_secs=10 - save_to_file=local-overwrite - emissions_endpoint=localhost:7777 - - -* ``./.codecarbon.config`` will override ``~/.codecarbon.config`` if the same parameter is set in both files : - - .. code-block:: bash - - [codecarbon] - save_to_file = true - output_dir = /Users/victor/emissions - electricitymaps_api_token=script-overwrite - experiment_id = 235b1da5-aaaa-aaaa-aaaa-893681599d2c - log_level = DEBUG - tracking_mode = process - -* environment variables will override ``./.codecarbon.config`` if the same parameter is set in both files : - - .. code-block:: bash - - export CODECARBON_GPU_IDS="0, 1" - export CODECARBON_LOG_LEVEL="WARNING" - - -* script parameters will override environment variables if the same parameter is set in both: - - .. code-block:: python - - EmissionsTracker( - api_call_interval=4, - save_to_api=True, - electricitymaps_api_token="some-token") - -Yields attributes: - -.. code-block:: python - - { - "measure_power_secs": 10, # from ~/.codecarbon.config - "save_to_file": True, # from ./.codecarbon.config (override ~/.codecarbon.config) - "api_call_interval": 4, # from script - "save_to_api": True, # from script - "experiment_id": "235b1da5-aaaa-aaaa-aaaa-893681599d2c", # from ./.codecarbon.config - "log_level": "WARNING", # from environment variable (override ./.codecarbon.config) - "tracking_mode": "process", # from ./.codecarbon.config - "emissions_endpoint": "localhost:7777", # from ~/.codecarbon.config - "output_dir": "/Users/victor/emissions", # from ./.codecarbon.config - "electricitymaps_api_token": "some-token", # from script (override ./.codecarbon.config) - "gpu_ids": [0, 1], # from environment variable - } - -.. |ConfigParser| replace:: ``ConfigParser`` -.. _ConfigParser: https://docs.python.org/3/library/configparser.html#module-configparser - -.. note:: If you're wondering about the configuration files' syntax, be aware that under the hood ``codecarbon`` uses |ConfigParser|_ which relies on the `INI syntax `_. - -Access internet through proxy server ------------------------------------- - -If you need a proxy to access internet, which is needed to call a Web API, like `Codecarbon API `_, you have to set environment variable ``HTTPS_PROXY``, or *HTTP_PROXY* if calling an ``http://`` endpoint. - -You could do it in your shell: - -.. code-block:: shell - - export HTTPS_PROXY="http://0.0.0.0:0000" - -Or in your Python code: - -.. code-block:: python - - import os - - os.environ["HTTPS_PROXY"] = "http://0.0.0.0:0000" - -For more information, please read the `requests library proxy documentation `_ diff --git a/docs/_sources/visualize.rst.txt b/docs/_sources/visualize.rst.txt deleted file mode 100644 index b337ac4fc..000000000 --- a/docs/_sources/visualize.rst.txt +++ /dev/null @@ -1,124 +0,0 @@ -.. _visualize: - -Visualize -========= - -Offline --------- -The package also comes with a ``Dash App`` containing illustrations to understand the emissions logged from various experiments across projects. -The App currently consumes logged information from a CSV file, generated from an in-built logger in the package. - -Installation -~~~~~~~~~~~~ -The carbonboard visualization tool requires additional dependencies. Install them with: - -.. code-block:: bash - - pip install 'codecarbon[carbonboard]' - -.. note:: - The ``viz-legacy`` extra is deprecated but still works for backwards compatibility. It will be removed in v4.0.0. Please use ``carbonboard`` instead. - -Usage -~~~~~ -The App can be run by executing the below CLI command that needs following arguments: - -- ``filepath`` - path to the CSV file containing logged information across experiments and projects -- ``port`` - an optional port number, in case default [8050] is used by an existing process - -.. code-block:: bash - - carbonboard --filepath="examples/emissions.csv" --port=3333 - - -Summary and Equivalents -~~~~~~~~~~~~~~~~~~~~~~~~ -Users can get an understanding of net power consumption and emissions generated across projects and can dive into a particular project. -The App also provides exemplary equivalents from daily life, for example: - -- Weekly Share of an average American household -- Number of miles driven -- Time of 32-inch LCD TV watched - -.. image:: ./images/summary.png - :align: center - :alt: Summary - :height: 400px - :width: 700px - - -Regional Comparisons -~~~~~~~~~~~~~~~~~~~~ -The App also provides a comparative visual to benchmark emissions and energy mix of the electricity from the grid across different countries. - -.. image:: ./images/global_equivalents.png - :align: center - :alt: Global Equivalents - :height: 480px - :width: 750px - - -Cloud Regions -~~~~~~~~~~~~~ -The App also benchmarks equivalent emissions across different regions of the cloud provider being used and recommends the most eco-friendly -region to host infrastructure for the concerned cloud provider. - -.. image:: ./images/cloud_emissions.png - :align: center - :alt: Cloud Emissions - :height: 450px - :width: 750px - -Online --------------- - -A dashboard is also available for those who chose to connect the package to the public API. -`Got to online dashboard `_ - -from global... -~~~~~~~~~~~~~~ - -Showing on the top the global energy consumed and emissions produced at an organisation level and the share of each project in this. -The App also provides comparison points with daily life activity to get a better understanding of the amount generated. - -.. image:: ./images/codecarbon-API-dashboard.png - :align: center - :alt: Summary - :width: 750px - - -to more and more... -~~~~~~~~~~~~~~~~~~~~ - -Each project can be divided into several experiments, and in each experiment several runs can happen. -The total emissions of experiments is shown on the barchart on the right hand side, and the runs on the bubble chart on the left hand side. -If ever your project has several experiments you can switch from one experiment's runs in the bubble chart to another by clicking the bar chart. - -.. image:: ./images/Experiment-run.png - :align: center - :alt: experiment and run - :width: 750px - - -detailed -~~~~~~~~ - -Clicking on one bubble, you can display the runtime series and see its metadata. - -.. image:: ./images/run&metadata.png - :align: center - :alt: run time series and metadata - :width: 750px - -Electricity production carbon intensity per country -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -The app also provides a visualization of regional carbon intensity of electricity production. - -.. image:: ./images/carbon_map.png - :align: center - :alt: carbon intensity carbon_map - :width: 750px - - - diff --git a/docs/_static/_sphinx_javascript_frameworks_compat.js b/docs/_static/_sphinx_javascript_frameworks_compat.js deleted file mode 100644 index 81415803e..000000000 --- a/docs/_static/_sphinx_javascript_frameworks_compat.js +++ /dev/null @@ -1,123 +0,0 @@ -/* Compatability shim for jQuery and underscores.js. - * - * Copyright Sphinx contributors - * Released under the two clause BSD licence - */ - -/** - * 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. 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- } - return false; - }; - - /** - * @param {number[]} s - * @param {number} min - * @param {number} max - * @return {boolean} - */ - this.out_grouping_b = function(s, min, max) { - /** @protected */ - if (this.cursor <= this.limit_backward) return false; - var ch = this.current.charCodeAt(this.cursor - 1); - if (ch > max || ch < min) { - this.cursor--; - return true; - } - ch -= min; - if ((s[ch >>> 3] & (0x1 << (ch & 0x7))) == 0) { - this.cursor--; - return true; - } - return false; - }; - - /** - * @param {number[]} s - * @param {number} min - * @param {number} max - * @return {boolean} - */ - this.go_out_grouping_b = function(s, min, max) { - /** @protected */ - while (this.cursor > this.limit_backward) { - var ch = this.current.charCodeAt(this.cursor - 1); - if (ch <= max && ch >= min) { - ch -= min; - if ((s[ch >>> 3] & (0x1 << (ch & 0x7))) != 0) { - return true; - } - } - this.cursor--; - } - return false; - }; - - /** - * @param {string} s - * @return {boolean} - */ - this.eq_s = function(s) - { - /** @protected */ - if (this.limit - this.cursor < s.length) return false; - if (this.current.slice(this.cursor, this.cursor + s.length) != s) - { - return false; - } - this.cursor += s.length; - return true; - }; - - /** - * @param {string} s - * @return {boolean} - */ - this.eq_s_b = function(s) - { - /** @protected */ - if (this.cursor - this.limit_backward < s.length) return false; - if (this.current.slice(this.cursor - s.length, this.cursor) != s) - { - return false; - } - this.cursor -= s.length; - return true; - }; - - /** - * @param {Among[]} v - * @return {number} - */ - this.find_among = function(v) - { - /** @protected */ - var i = 0; - var j = v.length; - - var c = this.cursor; - var l = this.limit; - - var common_i = 0; - var common_j = 0; - - var first_key_inspected = false; - - while (true) - { - var k = i + ((j - i) >>> 1); - var diff = 0; - var common = common_i < common_j ? common_i : common_j; // smaller - // w[0]: string, w[1]: substring_i, w[2]: result, w[3]: function (optional) - var w = v[k]; - var i2; - for (i2 = common; i2 < w[0].length; i2++) - { - if (c + common == l) - { - diff = -1; - break; - } - diff = this.current.charCodeAt(c + common) - w[0].charCodeAt(i2); - if (diff != 0) break; - common++; - } - if (diff < 0) - { - j = k; - common_j = common; - } - else - { - i = k; - common_i = common; - } - if (j - i <= 1) - { - if (i > 0) break; // v->s has been inspected - if (j == i) break; // only one item in v - - // - but now we need to go round once more to get - // v->s inspected. This looks messy, but is actually - // the optimal approach. - - if (first_key_inspected) break; - first_key_inspected = true; - } - } - do { - var w = v[i]; - if (common_i >= w[0].length) - { - this.cursor = c + w[0].length; - if (w.length < 4) return w[2]; - var res = w[3](this); - this.cursor = c + w[0].length; - if (res) return w[2]; - } - i = w[1]; - } while (i >= 0); - return 0; - }; - - // find_among_b is for backwards processing. Same comments apply - /** - * @param {Among[]} v - * @return {number} - */ - this.find_among_b = function(v) - { - /** @protected */ - var i = 0; - var j = v.length - - var c = this.cursor; - var lb = this.limit_backward; - - var common_i = 0; - var common_j = 0; - - var first_key_inspected = false; - - while (true) - { - var k = i + ((j - i) >> 1); - var diff = 0; - var common = common_i < common_j ? common_i : common_j; - var w = v[k]; - var i2; - for (i2 = w[0].length - 1 - common; i2 >= 0; i2--) - { - if (c - common == lb) - { - diff = -1; - break; - } - diff = this.current.charCodeAt(c - 1 - common) - w[0].charCodeAt(i2); - if (diff != 0) break; - common++; - } - if (diff < 0) - { - j = k; - common_j = common; - } - else - { - i = k; - common_i = common; - } - if (j - i <= 1) - { - if (i > 0) break; - if (j == i) break; - if (first_key_inspected) break; - first_key_inspected = true; - } - } - do { - var w = v[i]; - if (common_i >= w[0].length) - { - this.cursor = c - w[0].length; - if (w.length < 4) return w[2]; - var res = w[3](this); - this.cursor = c - w[0].length; - if (res) return w[2]; - } - i = w[1]; - } while (i >= 0); - return 0; - }; - - /* to replace chars between c_bra and c_ket in this.current by the - * chars in s. - */ - /** - * @param {number} c_bra - * @param {number} c_ket - * @param {string} s - * @return {number} - */ - this.replace_s = function(c_bra, c_ket, s) - { - /** @protected */ - var adjustment = s.length - (c_ket - c_bra); - this.current = this.current.slice(0, c_bra) + s + this.current.slice(c_ket); - this.limit += adjustment; - if (this.cursor >= c_ket) this.cursor += adjustment; - else if (this.cursor > c_bra) this.cursor = c_bra; - return adjustment; - }; - - /** - * @return {boolean} - */ - this.slice_check = function() - { - /** @protected */ - if (this.bra < 0 || - this.bra > this.ket || - this.ket > this.limit || - this.limit > this.current.length) - { - return false; - } - return true; - }; - - /** - * @param {number} c_bra - * @return {boolean} - */ - this.slice_from = function(s) - { - /** @protected */ - var result = false; - if (this.slice_check()) - { - this.replace_s(this.bra, this.ket, s); - result = true; - } - return result; - }; - - /** - * @return {boolean} - */ - this.slice_del = function() - { - /** @protected */ - return this.slice_from(""); - }; - - /** - * @param {number} c_bra - * @param {number} c_ket - * @param {string} s - */ - this.insert = function(c_bra, c_ket, s) - { - /** @protected */ - var adjustment = this.replace_s(c_bra, c_ket, s); - if (c_bra <= this.bra) this.bra += adjustment; - if (c_bra <= this.ket) this.ket += adjustment; - }; - - /** - * @return {string} - */ - this.slice_to = function() - { - /** @protected */ - var result = ''; - if (this.slice_check()) - { - result = this.current.slice(this.bra, this.ket); - } - return result; - }; - - /** - * @return {string} - */ - this.assign_to = function() - { - /** @protected */ - return this.current.slice(0, this.limit); - }; -}; diff --git a/docs/_static/basic.css b/docs/_static/basic.css deleted file mode 100644 index 4738b2edc..000000000 --- a/docs/_static/basic.css +++ /dev/null @@ -1,906 +0,0 @@ -/* - * Sphinx stylesheet -- basic theme. - */ - -/* -- main layout ----------------------------------------------------------- */ - -div.clearer { - clear: both; -} - -div.section::after { - display: block; - content: ''; - clear: left; -} - -/* -- relbar ---------------------------------------------------------------- */ - -div.related { - width: 100%; - font-size: 90%; -} - -div.related h3 { - display: none; -} - -div.related ul { - margin: 0; - padding: 0 0 0 10px; - list-style: none; -} - -div.related li { - display: inline; -} - -div.related li.right { - float: right; - margin-right: 5px; -} - -/* -- sidebar --------------------------------------------------------------- */ - -div.sphinxsidebarwrapper { - padding: 10px 5px 0 10px; -} - -div.sphinxsidebar { - float: left; - width: 230px; - margin-left: 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li { - padding: 5px 0; -} - -ul.search li a { - font-weight: bold; -} - -ul.search li p.context { - color: #888; - margin: 2px 0 0 30px; - text-align: left; -} - -ul.keywordmatches li.goodmatch a { - font-weight: bold; -} - -/* -- index page ------------------------------------------------------------ */ - -table.contentstable { - width: 90%; - margin-left: auto; - margin-right: auto; -} - -table.contentstable p.biglink { - line-height: 150%; -} - -a.biglink { - font-size: 1.3em; -} - -span.linkdescr { - font-style: italic; - padding-top: 5px; - font-size: 90%; -} - -/* -- general index --------------------------------------------------------- */ - -table.indextable { - width: 100%; -} - -table.indextable td { - text-align: left; - vertical-align: top; -} - -table.indextable ul { - margin-top: 0; - margin-bottom: 0; - list-style-type: none; -} - -table.indextable > tbody > tr > td > ul { - padding-left: 0em; -} - -table.indextable tr.pcap { - height: 10px; -} - -table.indextable tr.cap 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