Total CO2 emissions for energy use per home: 5.734 metric tons CO2 for electricity + 2.06 metric tons CO2 for natural gas + 0.26 metr

take an internal exception and return a HTTPException

Returns Nordic Country Energy Mix Data. Data is cached on first access per country.

Computes emissions for a region on private infra. Given an quantity of power consumed, use regional data on emissions per un

Gives the amount of time a 32-inch LCD flat screen TV will emit an equivalent amount of carbon Ratio is 0.097 kg CO2

List all experiments for a project

Convert a models.Emission to a schemas.Emission :emission: An Emission in SQLAlchemy format. :returns: An Emission in pyDantic BaseMo

Measure power over a duration in seconds

Get all environment variables starting with "CODECARBON_" (also in lower caps) mapped to their values in a dict eg: * "CODECARBO

Set up CPU, GPU and RAM tracking based on the user's configuration. param tracker: BaseEmissionsTracker object

Save the emissions data from a single task in an experiment run to a CSV file. Does not attempt to backup existing files or prevent

:param project_name: Project name for current experiment run, default name is "codecarbon". :param measu

Allocate matrix tensors on all devices with fallback to smaller size on failure.

Build environment from EmissionsData location fields.

Build header from EmissionsData, merging with user overrides.

Build infrastructure from EmissionsData hardware fields.

Build a BoAmps measure from EmissionsData.

Build list of readable domain tuples.

Build software info from EmissionsData.

Build system info from EmissionsData.

Classify domains into package, psys, dram, and subdomains.

Clean up GPU and tensor resources.

Collect all potential RAPL domain directories from candidate bases.

Create RAPLFile objects from deduplicated domains.

Create a warning function that only warns once for permission errors.

Deduplicate domains by name, preferring MMIO over MSR.

Remove duplicate domains with the same name, preferring MMIO over MSR-based :param domains: List of domain info dictionaries

Detect if the CPU is ARM-based

Fallback: try direct listing of configured RAPL dir.

Fetches RAPL files from the RAPL directory. By default, reads CPU package only Set rapl_include_dram=True to measure CPU pac

Extract constant power from matched CPU

Get CPU energy deltas from RAPL files :return: energy in kWh

:return: Metadata containing geographical info

Get Chip part power Args: chip_part (str): Chip part to get power from (CPU, GPU) :return: power in kW

Get list of directories to scan for RAPL domains.

Convert a mix of electricity sources into emissions per kWh. :param energy_mix: A dictionary that breaks down the electricity produce

Prepare the different output methods based on ``self._output_methods``.