From fbd01f0264466faaa21209ab65af318c3f89985d Mon Sep 17 00:00:00 2001 From: dmatch01 Date: Wed, 27 Sep 2023 08:01:39 -0700 Subject: [PATCH] WIP Sustainability with rebase. Update examples/sustainability/README.md Fix to handle carbon footprint optimization without a supported carbon supported cloud in the optimization plan. Signed-off-by: dmatch01 Co-authored-by: Romil Bhardwaj --- examples/sustainability/README.md | 75 ++++ .../images/carbon-footprint.png | Bin 0 -> 612799 bytes examples/sustainability/requirements.txt | 4 + sky/__init__.py | 8 +- sky/cli.py | 101 +++-- sky/clouds/aws.py | 12 + sky/clouds/azure.py | 12 + sky/clouds/cloud.py | 7 + sky/clouds/cudo.py | 11 + sky/clouds/fluidstack.py | 11 + sky/clouds/gcp.py | 12 + sky/clouds/ibm.py | 12 + sky/clouds/kubernetes.py | 11 + sky/clouds/lambda_cloud.py | 11 + sky/clouds/oci.py | 11 + sky/clouds/paperspace.py | 11 + sky/clouds/runpod.py | 11 + sky/clouds/scp.py | 11 + sky/clouds/service_catalog/__init__.py | 13 + sky/clouds/service_catalog/aws_catalog.py | 33 ++ sky/clouds/service_catalog/azure_catalog.py | 37 ++ sky/clouds/service_catalog/carbon_utils.py | 140 +++++++ sky/clouds/service_catalog/common.py | 139 +++++++ sky/clouds/service_catalog/gcp_catalog.py | 37 ++ sky/clouds/service_catalog/ibm_catalog.py | 33 ++ sky/clouds/vsphere.py | 11 + sky/optimizer.py | 347 +++++++++++++++--- sky/resources.py | 8 + 28 files changed, 1044 insertions(+), 85 deletions(-) create mode 100644 examples/sustainability/README.md create mode 100644 examples/sustainability/images/carbon-footprint.png create mode 100644 examples/sustainability/requirements.txt create mode 100644 sky/clouds/service_catalog/carbon_utils.py diff --git a/examples/sustainability/README.md b/examples/sustainability/README.md new file mode 100644 index 00000000000..05b6cbfe9b0 --- /dev/null +++ b/examples/sustainability/README.md @@ -0,0 +1,75 @@ +# Sustainability +The algorithm used to generate carbon footprint estimates - pulled from https://github.com/GreenAlgorithms/green-algorithms-tool. Additional details can be found on the hosted [Green Algorithms Calculator](http://calculator.green-algorithms.org/). + +## Getting Started +The sustainability enhancement is tracked in the [sustainibility branch](https://github.com/skypilot-org/skypilot/tree/sustainability_poc). Here are the steps for getting started. + +### Installation +Setup the environment and checkout the sustainability branch of SkyPilot +``` +# Recommended: use a new conda env to avoid package conflicts. +# SkyPilot requires 3.7 <= python <= 3.10. +conda create -y -n sky python=3.10 +conda activate sky + +# Clone the skypilot project in github and checkout the sustainability branch +git clone https://github.com/skypilot-org/skypilot.git +cd skypilot +git checkout -t origin/sustainability_poc + +# Choose your cloud: +pip install -e ".[all]" + +# Install Google Cloud SDK (Required) +conda install -c conda-forge google-cloud-sdk +``` +### Verify Cloud Access +After setting up the `sustainability_poc` branch environment for SkyPilot follow these instructions to [verify cloud access](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#verifying-cloud-access). + +## SkyPilot in 1 Minute with Carbon Footprint Estimates + +Paste the following into a file `my_task.yaml`: + +```yaml +resources: + accelerators: V100:1 # 1x NVIDIA V100 GPU + +num_nodes: 1 # Number of VMs to launch + +# Working directory (optional) containing the project codebase. +# Its contents are synced to ~/sky_workdir/ on the cluster. +workdir: ~/torch_examples + +# Commands to be run before executing the job. +# Typical use: pip install -r requirements.txt, git clone, etc. +setup: | + pip install torch torchvision + +# Commands to run as a job. +# Typical use: launch the main program. +run: | + cd mnist + python main.py --epochs 1 +``` + +Prepare the workdir by cloning: +```bash +git clone https://github.com/pytorch/examples.git ~/torch_examples +``` + +Launch with `sky launch` (note: [access to GPU instances](https://skypilot.readthedocs.io/en/latest/cloud-setup/quota.html) is needed for this example): +```bash +sky launch my_task.yaml --optimize-cost-target=carbon_footprint +``` + +SkyPilot then performs the heavy-lifting for you, including: +1. Find the lowest priced VM instance type across different clouds +2. Displays the Carbon Footprint estimate (Note the `CARBON FOOTPRINT` column) for each VM instance type. +3. Provision the VM, with auto-failover if the cloud returned capacity errors +4. Sync the local `workdir` to the VM +5. Run the task's `setup` commands to prepare the VM for running the task +6. Run the task's `run` commands + +

+ Carbon Footprint Demo +

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zkN*EBjH#2|3jc@bl{%Py&Mh#z6`dks`Y&4@yr)B?mMO*SABCMmovbhYC;R-HU%Wa$ rKRn Dict[str, Any]: """Parses the override parameters into a dictionary.""" override_params: Dict[str, Any] = {} @@ -525,6 +536,8 @@ def _parse_override_params( override_params['disk_tier'] = None else: override_params['disk_tier'] = disk_tier + if optimize_cost_target is not None: + override_params['optimize_cost_target'] = optimize_cost_target if ports: override_params['ports'] = ports return override_params @@ -544,6 +557,7 @@ def _launch_with_confirm( retry_until_up: bool = False, no_setup: bool = False, clone_disk_from: Optional[str] = None, + optimize_cost_target: Optional[str] = None, ): """Launch a cluster with a Task.""" if cluster is None: @@ -569,7 +583,13 @@ def _launch_with_confirm( # only print the error message without the error type. click.secho(e, fg='yellow') sys.exit(1) - dag = sky.optimize(dag) + + # Set the optimize objective + if optimize_cost_target == sky.OptimizeObjectiveTarget.CARBON_FOOTPRINT.value: + optimize_cost_target_enum = sky.OptimizeObjectiveTarget.CARBON_FOOTPRINT + else: + optimize_cost_target_enum = sky.OptimizeObjectiveTarget.PRICE + dag = sky.optimize(dag, objective_target=optimize_cost_target_enum) task = dag.tasks[0] if handle is not None: @@ -607,6 +627,7 @@ def _launch_with_confirm( retry_until_up=retry_until_up, no_setup=no_setup, clone_disk_from=clone_disk_from, + optimize_cost_target=optimize_cost_target, ) @@ -706,6 +727,7 @@ def _make_task_or_dag_from_entrypoint_with_overrides( disk_size: Optional[int] = None, disk_tier: Optional[str] = None, ports: Optional[Tuple[str]] = None, + optimize_cost_target: Optional[str] = None, env: Optional[List[Tuple[str, str]]] = None, field_to_ignore: Optional[List[str]] = None, # job launch specific @@ -748,6 +770,7 @@ def _make_task_or_dag_from_entrypoint_with_overrides( disk_size=disk_size, disk_tier=disk_tier, ports=ports) + if field_to_ignore is not None: _pop_and_ignore_fields_in_override_params(override_params, field_to_ignore) @@ -1052,6 +1075,7 @@ def launch( disk_size: Optional[int], disk_tier: Optional[str], ports: Tuple[str], + optimize_cost_target: Optional[str], idle_minutes_to_autostop: Optional[int], down: bool, # pylint: disable=redefined-outer-name retry_until_up: bool, @@ -1092,6 +1116,7 @@ def launch( disk_size=disk_size, disk_tier=disk_tier, ports=ports, + optimize_cost_target=optimize_cost_target, ) if isinstance(task_or_dag, sky.Dag): raise click.UsageError( @@ -1126,7 +1151,8 @@ def launch( down=down, retry_until_up=retry_until_up, no_setup=no_setup, - clone_disk_from=clone_disk_from) + clone_disk_from=clone_disk_from, + optimize_cost_target=optimize_cost_target) @cli.command(cls=_DocumentedCodeCommand) @@ -1149,28 +1175,15 @@ def launch( @_add_click_options(_TASK_OPTIONS_WITH_NAME + _EXTRA_RESOURCES_OPTIONS) @usage_lib.entrypoint # pylint: disable=redefined-builtin -def exec( - cluster: str, - entrypoint: List[str], - detach_run: bool, - name: Optional[str], - cloud: Optional[str], - region: Optional[str], - zone: Optional[str], - workdir: Optional[str], - gpus: Optional[str], - ports: Tuple[str], - instance_type: Optional[str], - num_nodes: Optional[int], - use_spot: Optional[bool], - image_id: Optional[str], - env_file: Optional[Dict[str, str]], - env: List[Tuple[str, str]], - cpus: Optional[str], - memory: Optional[str], - disk_size: Optional[int], - disk_tier: Optional[str], -): +def exec(cluster: str, entrypoint: List[str], detach_run: bool, + name: Optional[str], cloud: Optional[str], region: Optional[str], + zone: Optional[str], workdir: Optional[str], gpus: Optional[str], + ports: Tuple[str], instance_type: Optional[str], + num_nodes: Optional[int], use_spot: Optional[bool], + image_id: Optional[str], env_file: Optional[Dict[str, str]], + env: List[Tuple[str, str]], cpus: Optional[str], memory: Optional[str], + disk_size: Optional[int], disk_tier: Optional[str], + optimize_cost_target: Optional[str]): # NOTE(dev): Keep the docstring consistent between the Python API and CLI. """Execute a task or command on an existing cluster. @@ -1256,6 +1269,7 @@ def exec( disk_size=disk_size, disk_tier=disk_tier, ports=ports, + optimize_cost_target=optimize_cost_target, field_to_ignore=['cpus', 'memory', 'disk_size', 'disk_tier', 'ports'], ) @@ -3770,7 +3784,8 @@ def _generate_task_with_service( type=str, help='A service name. Unique for each service. If not provided, ' 'a unique name is autogenerated.') -@_add_click_options(_TASK_OPTIONS + _EXTRA_RESOURCES_OPTIONS) +@_add_click_options(_TASK_OPTIONS + _EXTRA_RESOURCES_OPTIONS + + _TASK_OPTIMIZE_OPTIONS) @click.option('--yes', '-y', is_flag=True, @@ -3879,7 +3894,8 @@ def serve_up( type=str, nargs=-1, **_get_shell_complete_args(_complete_file_name)) -@_add_click_options(_TASK_OPTIONS + _EXTRA_RESOURCES_OPTIONS) +@_add_click_options(_TASK_OPTIONS + _EXTRA_RESOURCES_OPTIONS + + _TASK_OPTIMIZE_OPTIONS) @click.option('--mode', default=serve_lib.DEFAULT_UPDATE_MODE.value, type=click.Choice([m.value for m in serve_lib.UpdateMode], @@ -4356,6 +4372,7 @@ def benchmark_launch( disk_size: Optional[int], disk_tier: Optional[str], ports: Tuple[str], + optimize_cost_target: Optional[str], idle_minutes_to_autostop: Optional[int], yes: bool, ) -> None: @@ -4419,6 +4436,10 @@ def benchmark_launch( if ports: if any('ports' in candidate for candidate in candidates): raise click.BadParameter(f'ports {message}') + if optimize_cost_target: + if any('optimize_cost_target' in candidate + for candidate in candidates): + raise click.BadParameter(f'optimize_cost_target {message}') # The user can specify the benchmark candidates in either of the two ways: # 1. By specifying resources.candidates in the YAML. @@ -4455,17 +4476,19 @@ def benchmark_launch( config['workdir'] = workdir if num_nodes is not None: config['num_nodes'] = num_nodes - override_params = _parse_override_params(cloud=cloud, - region=region, - zone=zone, - gpus=override_gpu, - cpus=cpus, - memory=memory, - use_spot=use_spot, - image_id=image_id, - disk_size=disk_size, - disk_tier=disk_tier, - ports=ports) + override_params = _parse_override_params( + cloud=cloud, + region=region, + zone=zone, + gpus=override_gpu, + cpus=cpus, + memory=memory, + use_spot=use_spot, + optimize_cost_target=optimize_cost_target, + image_id=image_id, + disk_size=disk_size, + disk_tier=disk_tier, + ports=ports) _pop_and_ignore_fields_in_override_params( override_params, field_to_ignore=['cpus', 'memory']) resources_config.update(override_params) diff --git a/sky/clouds/aws.py b/sky/clouds/aws.py index 1fef481d8d0..42773fa340b 100644 --- a/sky/clouds/aws.py +++ b/sky/clouds/aws.py @@ -304,6 +304,18 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='aws') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + return service_catalog.get_hourly_carbon_cost(instance_type, + accelerators, + region=region, + zone=zone, + clouds='aws') + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/azure.py b/sky/clouds/azure.py index edf7eb1a060..ee7ff26eb50 100644 --- a/sky/clouds/azure.py +++ b/sky/clouds/azure.py @@ -100,6 +100,18 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='azure') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + return service_catalog.get_hourly_carbon_cost(instance_type, + accelerators, + region=region, + zone=zone, + clouds='azure') + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/cloud.py b/sky/clouds/cloud.py index 889e6716074..1e494a67f07 100644 --- a/sky/clouds/cloud.py +++ b/sky/clouds/cloud.py @@ -239,6 +239,13 @@ def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], """Returns the hourly on-demand price for accelerators.""" raise NotImplementedError + def instance_type_to_hourly_carbon_cost(self, instance_type: str, + accelerators: Dict[str, int], + region: Optional[str], + zone: Optional[str]) -> float: + """Returns the hourly carbon cost for an instance type.""" + return -1 + def get_egress_cost(self, num_gigabytes: float): """Returns the egress cost. diff --git a/sky/clouds/cudo.py b/sky/clouds/cudo.py index ad7a22e6e03..12330d78b55 100644 --- a/sky/clouds/cudo.py +++ b/sky/clouds/cudo.py @@ -142,6 +142,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='cudo') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for cudo compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/fluidstack.py b/sky/clouds/fluidstack.py index 4d6b7f1a2ec..be9d4dafae9 100644 --- a/sky/clouds/fluidstack.py +++ b/sky/clouds/fluidstack.py @@ -125,6 +125,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='fluidstack') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for fluidstack compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/gcp.py b/sky/clouds/gcp.py index 7babf34ac52..d31aa9b1142 100644 --- a/sky/clouds/gcp.py +++ b/sky/clouds/gcp.py @@ -290,6 +290,18 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='gcp') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + return service_catalog.get_hourly_carbon_cost(instance_type, + accelerators, + region=region, + zone=zone, + clouds='gcp') + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/ibm.py b/sky/clouds/ibm.py index 880ad212e25..6169a706d76 100644 --- a/sky/clouds/ibm.py +++ b/sky/clouds/ibm.py @@ -135,6 +135,18 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='ibm') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + return service_catalog.get_hourly_carbon_cost(instance_type, + accelerators, + region=region, + zone=zone, + clouds='ibm') + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/kubernetes.py b/sky/clouds/kubernetes.py index be9111feac5..508b6462753 100644 --- a/sky/clouds/kubernetes.py +++ b/sky/clouds/kubernetes.py @@ -115,6 +115,17 @@ def instance_type_to_hourly_cost(self, # For now, assume zero cost for Kubernetes clusters return 0.0 + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for K8s pods. + # For now, assume negative costs which interprets to 'unknown' + # for Kubernetes clusters + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/lambda_cloud.py b/sky/clouds/lambda_cloud.py index 37750355a88..60f9bea9021 100644 --- a/sky/clouds/lambda_cloud.py +++ b/sky/clouds/lambda_cloud.py @@ -106,6 +106,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='lambda') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for Lamda compute. + # For now, assume negative costs which interprets to 'unknown' + # for Lamda cloud + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/oci.py b/sky/clouds/oci.py index 03351fc4cf6..1187864bc53 100644 --- a/sky/clouds/oci.py +++ b/sky/clouds/oci.py @@ -127,6 +127,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='oci') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for OCI compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/paperspace.py b/sky/clouds/paperspace.py index f76772ab8b7..bb5602af70d 100644 --- a/sky/clouds/paperspace.py +++ b/sky/clouds/paperspace.py @@ -130,6 +130,17 @@ def instance_type_to_hourly_cost( clouds='paperspace', ) + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for paperspace compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost( self, accelerators: Dict[str, int], diff --git a/sky/clouds/runpod.py b/sky/clouds/runpod.py index 0f9e5c68169..d767a4ba24d 100644 --- a/sky/clouds/runpod.py +++ b/sky/clouds/runpod.py @@ -128,6 +128,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='runpod') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for runpod compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/scp.py b/sky/clouds/scp.py index 1d6cb6cf20f..a5b1004d47a 100644 --- a/sky/clouds/scp.py +++ b/sky/clouds/scp.py @@ -132,6 +132,17 @@ def instance_type_to_hourly_cost(self, zone=zone, clouds='scp') + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO: Investigate carbon cost for SCP compute. + # For now, assume negative costs which interprets to 'unknown' + # for SCP cloud. + return -1.0 + def accelerators_to_hourly_cost(self, accelerators: Dict[str, int], use_spot: bool, diff --git a/sky/clouds/service_catalog/__init__.py b/sky/clouds/service_catalog/__init__.py index d380cce6757..faa2ddbfab7 100644 --- a/sky/clouds/service_catalog/__init__.py +++ b/sky/clouds/service_catalog/__init__.py @@ -168,6 +168,19 @@ def get_hourly_cost(instance_type: str, use_spot, region, zone) +def get_hourly_carbon_cost(instance_type: str, + accelerators: Dict[str, int], + region: Optional[str], + zone: Optional[str], + clouds: CloudFilter = None) -> float: + """Returns the hourly carbon cost of a VM instance in the given + region and zone. + + """ + return _map_clouds_catalog(clouds, 'get_hourly_carbon_cost', instance_type, + accelerators, region, zone) + + def get_vcpus_mem_from_instance_type( instance_type: str, clouds: CloudFilter = None) -> Tuple[Optional[float], Optional[float]]: diff --git a/sky/clouds/service_catalog/aws_catalog.py b/sky/clouds/service_catalog/aws_catalog.py index 6847f304ae9..6bb976022cc 100644 --- a/sky/clouds/service_catalog/aws_catalog.py +++ b/sky/clouds/service_catalog/aws_catalog.py @@ -16,6 +16,7 @@ from sky import sky_logging from sky.adaptors import common as adaptors_common from sky.clouds import aws +from sky.clouds.service_catalog import carbon_utils from sky.clouds.service_catalog import common from sky.clouds.service_catalog import config from sky.clouds.service_catalog.data_fetchers import fetch_aws @@ -73,6 +74,14 @@ _quotas_df = common.read_catalog('aws/instance_quota_mapping.csv', pull_frequency_hours=_PULL_FREQUENCY_HOURS) +_carbon_df = carbon_utils.read_carbon_file('aws/cloudProviders_datacenters.csv', + filter_col='provider', + filter_val='ibm') + +_carbon_pue_df = carbon_utils.read_carbon_file('aws/defaults_PUE.csv', + filter_col='provider', + filter_val='Unknown') + def _get_az_mappings(aws_user_hash: str) -> Optional['pd.DataFrame']: filename = f'aws/az_mappings-{aws_user_hash}.csv' @@ -217,6 +226,30 @@ def get_hourly_cost(instance_type: str, region, zone) +def get_hourly_carbon_cost( + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None, +) -> float: + """Returns the hourly enery cost of a VM instance in the given region + and zone. + + Refer to get_hourly_energy_cost in service_catalog/__init__.py for + the docstring. + """ + assert region is not None + + if accelerators is not None and len(accelerators) > 0: + acc_name, n_gpus = list(accelerators.items())[0] + else: + acc_name = '' + n_gpus = 0 + return common.get_hourly_carbon_cost_impl(_get_df(), _carbon_df, + _carbon_pue_df, instance_type, + acc_name, n_gpus, region, zone) + + def get_vcpus_mem_from_instance_type( instance_type: str) -> Tuple[Optional[float], Optional[float]]: return common.get_vcpus_mem_from_instance_type_impl(_get_df(), diff --git a/sky/clouds/service_catalog/azure_catalog.py b/sky/clouds/service_catalog/azure_catalog.py index 141b356712e..d973363c71b 100644 --- a/sky/clouds/service_catalog/azure_catalog.py +++ b/sky/clouds/service_catalog/azure_catalog.py @@ -8,6 +8,7 @@ from sky import clouds as cloud_lib from sky.clouds import Azure +from sky.clouds.service_catalog import carbon_utils from sky.clouds.service_catalog import common from sky.utils import resources_utils from sky.utils import ux_utils @@ -24,6 +25,18 @@ _image_df = common.read_catalog('azure/images.csv', pull_frequency_hours=_PULL_FREQUENCY_HOURS) +_carbon_df = carbon_utils.read_carbon_file( + 'azure/cloudProviders_datacenters.csv', + filter_col='provider', + filter_val='gcp', + pull_frequency_hours=_PULL_FREQUENCY_HOURS) + +_carbon_pue_df = carbon_utils.read_carbon_file( + 'azure/defaults_PUE.csv', + filter_col='provider', + filter_val='gcp', + pull_frequency_hours=_PULL_FREQUENCY_HOURS) + # We will select from the following three instance families: _DEFAULT_INSTANCE_FAMILY = [ # The latest general-purpose instance family as of Mar. 2023. @@ -68,6 +81,30 @@ def get_hourly_cost(instance_type: str, zone) +def get_hourly_carbon_cost( + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None, +) -> float: + """Returns the hourly enery cost of a VM instance in the given region + and zone. + + Refer to get_hourly_energy_cost in service_catalog/__init__.py for + the docstring. + """ + assert region is not None + + if accelerators is not None and len(accelerators) > 0: + acc_name, n_gpus = list(accelerators.items())[0] + else: + acc_name = '' + n_gpus = 0 + return common.get_hourly_carbon_cost_impl(_df, _carbon_df, _carbon_pue_df, + instance_type, acc_name, n_gpus, + region, zone) + + def get_vcpus_mem_from_instance_type( instance_type: str) -> Tuple[Optional[float], Optional[float]]: return common.get_vcpus_mem_from_instance_type_impl(_df, instance_type) diff --git a/sky/clouds/service_catalog/carbon_utils.py b/sky/clouds/service_catalog/carbon_utils.py new file mode 100644 index 00000000000..e8247e07f3d --- /dev/null +++ b/sky/clouds/service_catalog/carbon_utils.py @@ -0,0 +1,140 @@ +"""Configuration for carbon catalog.""" +import hashlib +import os +import time +from typing import Optional + +import filelock +import pandas as pd +import requests + +from sky import sky_logging +from sky.clouds import cloud_registry +from sky.utils import rich_utils +from sky.utils import ux_utils + +logger = sky_logging.init_logger(__name__) + +CARBON_HOSTED_CATALOG_DIR_URL = 'https://raw.githubusercontent.com/GreenAlgorithms/green-algorithms-tool/master/data' # pylint: disable=line-too-long +CARBON_CATALOG_SCHEMA_VERSION = 'v2.2' +CARBON_LOCAL_CATALOG_DIR = os.path.expanduser('~/.sky/catalogs/carbon') + +_CARBON_CATALOG_DIR = os.path.join(CARBON_LOCAL_CATALOG_DIR, + CARBON_CATALOG_SCHEMA_VERSION) + +CARBON_PULL_FREQUENCY_HOURS = 7 + + +def get_carbon_catalog_path(filename: str) -> str: + return os.path.join(_CARBON_CATALOG_DIR, filename) + + +def read_carbon_file( + filename: str, + filter_col: str, + filter_val: str, + pull_frequency_hours: Optional[int] = None) -> pd.DataFrame: + """Reads the carbon file from a local CSV file. + + If the file does not exist, download the up-to-date carbon file that matches + the schema version. + If `pull_frequency_hours` is not None: pull the latest carbon file with + possibly updated carbon metrics, if the local carbon file is older than + `pull_frequency_hours` and no changes to the local carbon file are + made after the last pull. + """ + assert filename.endswith('.csv'), 'The carbon file must be a CSV file.' + assert (pull_frequency_hours is None or + pull_frequency_hours >= 0), pull_frequency_hours + catalog_path = get_carbon_catalog_path(filename) + cloud_dir_name = os.path.dirname(filename) + if len(cloud_dir_name) > 0: + cloud = cloud_registry.CLOUD_REGISTRY.from_str(cloud_dir_name) + else: + cloud = None + + meta_path = os.path.join(_CARBON_CATALOG_DIR, '.meta', filename) + os.makedirs(os.path.dirname(meta_path), exist_ok=True) + + # Atomic check, to avoid conflicts with other processes. + # TODO(mraheja): remove pylint disabling when filelock version updated + # pylint: disable=abstract-class-instantiated + with filelock.FileLock(meta_path + '.lock'): + + def _need_update() -> bool: + if not os.path.exists(catalog_path): + return True + if pull_frequency_hours is None: + return False + # Check the md5 of the file to see if it has changed. + with open(catalog_path, 'rb') as f: + file_md5 = hashlib.md5(f.read()).hexdigest() + md5_filepath = meta_path + '.md5' + if os.path.exists(md5_filepath): + with open(md5_filepath, 'r') as f: + last_md5 = f.read() + if file_md5 != last_md5: + # Do not update the file if the user modified it. + return False + + last_update = os.path.getmtime(catalog_path) + return last_update + pull_frequency_hours * 3600 < time.time() + + if _need_update(): + # TODO: Cleanup hack below for better impl. + source_filename = filename + if len(cloud_dir_name) > 0 and str.startswith( + filename, cloud_dir_name + '/'): + source_filename = filename[len(cloud_dir_name) + 1:] + url = f'{CARBON_HOSTED_CATALOG_DIR_URL}/{CARBON_CATALOG_SCHEMA_VERSION}/{source_filename}' # pylint: disable=line-too-long + update_frequency_str = '' + if pull_frequency_hours is not None: + update_frequency_str = f' (every {pull_frequency_hours} hours)' + if cloud is None: + msg_prefix = str('Updating') + else: + msg_prefix = str('Updating ' + str(cloud)) + with rich_utils.safe_status((f'{msg_prefix} carbon file: ' + f'{filename}' + f'{update_frequency_str}')): + try: + r = requests.get(url) + r.raise_for_status() + except requests.exceptions.RequestException as e: + if cloud is None: + err_msg_prefix = str('Failed to fetch') + else: + err_msg_prefix = str('Failed to fetch ' + + str(cloud)) + ' ' + + error_str = (f'{err_msg_prefix} carbon file: ' + f'{filename}. ') + if os.path.exists(catalog_path): + logger.warning(f'{error_str}Using cached carbon files.') + # Update carbon file modification time. + os.utime(catalog_path, None) # Sets to current time + else: + logger.error( + f'{error_str}Please check your internet connection.' + ) + with ux_utils.print_exception_no_traceback(): + raise e + else: + # Download successful, save the carbon file to a local file. + os.makedirs(os.path.dirname(catalog_path), exist_ok=True) + with open(catalog_path, 'w') as f: + f.write(r.text) + with open(meta_path + '.md5', 'w') as f: + f.write(hashlib.md5(r.text.encode()).hexdigest()) + try: + df = pd.read_csv(catalog_path, sep=',', skiprows=1) + # This is used for source that has multiple cloud metrics in one file. + if len(filter_col) > 0: + df = df[(df[filter_col] == filter_val)] + except Exception as e: # pylint: disable=broad-except + # As users can manually modify the carbon file, read_csv can fail. + logger.error(f'Failed to read {catalog_path}. ' + 'To fix: delete the csv file and try again.') + with ux_utils.print_exception_no_traceback(): + raise e + return df diff --git a/sky/clouds/service_catalog/common.py b/sky/clouds/service_catalog/common.py index bcc579bb58c..9e60fdb23ad 100644 --- a/sky/clouds/service_catalog/common.py +++ b/sky/clouds/service_catalog/common.py @@ -14,6 +14,7 @@ from sky.adaptors import common as adaptors_common from sky.clouds import cloud as cloud_lib from sky.clouds import cloud_registry +from sky.clouds.service_catalog import carbon_utils from sky.clouds.service_catalog import constants from sky.utils import rich_utils from sky.utils import ux_utils @@ -29,6 +30,33 @@ os.path.expanduser(constants.CATALOG_DIR), constants.CATALOG_SCHEMA_VERSION) os.makedirs(_ABSOLUTE_VERSIONED_CATALOG_DIR, exist_ok=True) +_PUE_DEFAULT = 1.67 + +# Carbon Intensity +_ci_df = carbon_utils.read_carbon_file( + 'CI_aggregated.csv', + filter_col='', + filter_val='', + pull_frequency_hours=carbon_utils.CARBON_PULL_FREQUENCY_HOURS) + +_tdp_gpu_df = carbon_utils.read_carbon_file( + 'TDP_gpu.csv', + filter_col='', + filter_val='', + pull_frequency_hours=carbon_utils.CARBON_PULL_FREQUENCY_HOURS) + +_tdp_cpu_df = carbon_utils.read_carbon_file( + 'TDP_cpu.csv', + filter_col='', + filter_val='', + pull_frequency_hours=carbon_utils.CARBON_PULL_FREQUENCY_HOURS) + +_reference_vals_df = carbon_utils.read_carbon_file( + 'referenceValues.csv', + filter_col='', + filter_val='', + pull_frequency_hours=carbon_utils.CARBON_PULL_FREQUENCY_HOURS) + class InstanceTypeInfo(NamedTuple): """Instance type information. @@ -359,6 +387,116 @@ def get_hourly_cost_impl( return cheapest[price_str] +# Includes carbon cost for accelerator. From Green Algorithm +# Calulator: https://github.com/GreenAlgorithms/green-algorithms-tool. +def get_hourly_carbon_cost_impl( + df: pd.DataFrame, + carbon_df: pd.DataFrame, + carbon_pue_df: pd.DataFrame, + instance_type: str, + acc_name: str, + n_gpus: int, + region: Optional[str], + zone: Optional[str], +) -> float: + """Returns the hourly carbon cost of a VM instance in the given region + any zone. + + Refer to get_carbon_cost in service_catalog/__init__.py for the docstring. + """ + assert region is not None + + # INSTANCE + df = _get_instance_type(df, instance_type, region, zone) + if df.empty: + with ux_utils.print_exception_no_traceback(): + raise ValueError(f'Instance type {instance_type!r} not found.') + + # PUE + pue_used = _PUE_DEFAULT + if not carbon_pue_df.empty: + pue = _get_value(carbon_pue_df.iloc[0]['PUE']) + if pue is not None: + pue_used = pue + + # CPU + n_cpu_cores = _get_value(df.iloc[0]['vCPUs']) + if n_cpu_cores is None: + n_cpu_cores = 0 + + # Finding Thermal Design Power (TDP) value per core usually 10-15W. + # TODO(dmatch01): Find a way to get cpu model from instance + tdp_cpu_df = _tdp_cpu_df[(_tdp_cpu_df['model'].str.lower() == 'any')] + if tdp_cpu_df.empty: + power_needed_cpu = 0 + else: + cpu_power = tdp_cpu_df.iloc[0]['TDP_per_core'] + power_needed_cpu = pue_used * n_cpu_cores * cpu_power + + # GPU + if n_gpus > 0: + fuzzy_tdp_gpu_df = _tdp_gpu_df[(_tdp_gpu_df['model'].str.contains( + acc_name, case=False))] + if fuzzy_tdp_gpu_df.empty: + # Default + fuzzy_tdp_gpu_df = _tdp_gpu_df[( + _tdp_gpu_df['model'].str.lower() == 'any')] + assert len(fuzzy_tdp_gpu_df) == 1 + + # Finding Thermal Design Power (TDP) value per core usually 10-15W. + gpu_power = fuzzy_tdp_gpu_df.iloc[0]['TDP_per_core'] + power_needed_gpu = pue_used * n_gpus * gpu_power + else: + power_needed_gpu = 0 + + # MEMORY + memory = _get_value(df.iloc[0]['MemoryGiB']) + if memory is None: + memory = 0 + + memory_power = 0.3725 + ref_vals_df = _reference_vals_df[( + _reference_vals_df['variable'].str.lower() == 'memorypower')] + if not ref_vals_df.empty: + memory_power_val = _get_value(ref_vals_df.iloc[0]['value']) + if memory_power_val is not None: + memory_power = memory_power_val + + # SERVER/LOCATION + # First get the region code + carbon_df = carbon_df[(carbon_df['Name'].str.lower() == region.lower())] + region_code = 'World' + if not carbon_df.empty: + location = carbon_df.iloc[0]['location'] + if not pd.isnull(location) and len(location) > 0: + region_code = location + + # From the region code get the carbon intensity + ci_df = _ci_df[(_ci_df['location'].str.lower() == region_code.lower())] + if ci_df.empty: + with ux_utils.print_exception_no_traceback(): + raise ValueError(f'Carbon intesity metrics not found ' + f'for {region}.') + + carbon_intensity = ci_df.iloc[0]['carbonIntensity'] + + # Pragmatic Scaling Factor (PSF) + psf_used = 1 + + # Power needed, in Watt + power_needed_core = power_needed_cpu + power_needed_gpu + power_needed_memory = pue_used * (memory * memory_power) + power_needed = power_needed_core + power_needed_memory + + # Energy needed, in kWh (so dividing by 1000 to convert to kW) + energy_needed = power_needed * psf_used / 1000 + + # Carbon emissions: carbonIntensity is in g per kWh, so results in gCO2 + carbon_emissions = energy_needed * carbon_intensity + + return carbon_emissions + + def _get_value(value): if pd.isna(value): return None @@ -504,6 +642,7 @@ def get_instance_type_for_accelerator_impl( result = df[(df['AcceleratorName'].str.fullmatch(acc_name, case=False)) & (df['AcceleratorCount'] == acc_count)] result = _filter_region_zone(result, region, zone) + if len(result) == 0: fuzzy_result = df[ (df['AcceleratorName'].str.contains(acc_name, case=False)) & diff --git a/sky/clouds/service_catalog/gcp_catalog.py b/sky/clouds/service_catalog/gcp_catalog.py index 2b7c6a23a9f..fafac49a307 100644 --- a/sky/clouds/service_catalog/gcp_catalog.py +++ b/sky/clouds/service_catalog/gcp_catalog.py @@ -9,6 +9,7 @@ from sky import exceptions from sky import sky_logging from sky.adaptors import common as adaptors_common +from sky.clouds.service_catalog import carbon_utils from sky.clouds.service_catalog import common from sky.utils import resources_utils from sky.utils import ux_utils @@ -36,6 +37,18 @@ _quotas_df = common.read_catalog('gcp/accelerator_quota_mapping.csv', pull_frequency_hours=_PULL_FREQUENCY_HOURS) +_carbon_df = carbon_utils.read_carbon_file( + 'gcp/cloudProviders_datacenters.csv', + filter_col='provider', + filter_val='gcp', + pull_frequency_hours=_PULL_FREQUENCY_HOURS) + +_carbon_pue_df = carbon_utils.read_carbon_file( + 'gcp/defaults_PUE.csv', + filter_col='provider', + filter_val='gcp', + pull_frequency_hours=_PULL_FREQUENCY_HOURS) + # We will select from the following three CPU instance families: _DEFAULT_INSTANCE_FAMILY = [ # This is the latest general-purpose instance family as of Mar 2023. @@ -230,6 +243,30 @@ def get_hourly_cost( zone) +def get_hourly_carbon_cost( + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None, +) -> float: + """Returns the hourly carbon cost of a VM instance in the given + region and zone. + + Refer to get_hourly_carbon_cost in service_catalog/__init__.py + for the docstring. + """ + assert region is not None + + if accelerators is not None and len(accelerators) > 0: + acc_name, n_gpus = list(accelerators.items())[0] + else: + acc_name = '' + n_gpus = 0 + return common.get_hourly_carbon_cost_impl(_df, _carbon_df, _carbon_pue_df, + instance_type, acc_name, n_gpus, + region, zone) + + def get_vcpus_mem_from_instance_type( instance_type: str) -> Tuple[Optional[float], Optional[float]]: # The number of vCPUs and memory size provided with a TPU VM is not diff --git a/sky/clouds/service_catalog/ibm_catalog.py b/sky/clouds/service_catalog/ibm_catalog.py index 51b4e14f569..8fcda491346 100644 --- a/sky/clouds/service_catalog/ibm_catalog.py +++ b/sky/clouds/service_catalog/ibm_catalog.py @@ -9,6 +9,7 @@ from sky import sky_logging from sky.adaptors import ibm from sky.clouds import cloud +from sky.clouds.service_catalog import carbon_utils from sky.clouds.service_catalog import common from sky.utils import resources_utils @@ -20,6 +21,14 @@ _df = common.read_catalog('ibm/vms.csv') +_carbon_df = carbon_utils.read_carbon_file('gcp/cloudProviders_datacenters.csv', + filter_col='provider', + filter_val='ibm') + +_carbon_pue_df = carbon_utils.read_carbon_file('gcp/defaults_PUE.csv', + filter_col='provider', + filter_val='Unknown') + def instance_type_exists(instance_type: str) -> bool: return common.instance_type_exists_impl(_df, instance_type) @@ -37,6 +46,30 @@ def get_hourly_cost(instance_type: str, zone) +def get_hourly_carbon_cost( + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None, +) -> float: + """Returns the hourly enery cost of a VM instance in the given region + and zone. + + Refer to get_hourly_energy_cost in service_catalog/__init__.py for + the docstring. + """ + assert region is not None + + if accelerators is not None and len(accelerators) > 0: + acc_name, n_gpus = list(accelerators.items())[0] + else: + acc_name = '' + n_gpus = 0 + return common.get_hourly_carbon_cost_impl(_df, _carbon_df, _carbon_pue_df, + instance_type, acc_name, n_gpus, + region, zone) + + def get_vcpus_mem_from_instance_type( instance_type: str) -> Tuple[Optional[float], Optional[float]]: return common.get_vcpus_mem_from_instance_type_impl(_df, instance_type) diff --git a/sky/clouds/vsphere.py b/sky/clouds/vsphere.py index 02a794d7d58..8f02371db34 100644 --- a/sky/clouds/vsphere.py +++ b/sky/clouds/vsphere.py @@ -119,6 +119,17 @@ def instance_type_to_hourly_cost( ) -> float: return 0.0 + def instance_type_to_hourly_carbon_cost( + self, + instance_type: str, + accelerators: Dict[str, int], + region: Optional[str] = None, + zone: Optional[str] = None) -> float: + # TODO(dmatch01): Investigate carbon cost for vsphere compute. + # For now, assume negative costs which interprets to 'unknown' + # for OCI cloud. + return -1.0 + def accelerators_to_hourly_cost( self, accelerators: Dict[str, int], diff --git a/sky/optimizer.py b/sky/optimizer.py index 1cb9bc0890c..145fd233ed2 100644 --- a/sky/optimizer.py +++ b/sky/optimizer.py @@ -32,9 +32,12 @@ _DUMMY_SOURCE_NAME = 'skypilot-dummy-source' _DUMMY_SINK_NAME = 'skypilot-dummy-sink' +_UNKNOWN_CI = 'Unknown' # task -> resources -> estimated cost or time. _TaskToCostMap = Dict[task_lib.Task, Dict[resources_lib.Resources, float]] +# task -> resources -> estimated carbon cost or time. +_TaskToCIMap = Dict[task_lib.Task, Dict[resources_lib.Resources, float]] # cloud -> list of resources that have the same accelerators. _PerCloudCandidates = Dict[clouds.Cloud, List[resources_lib.Resources]] # task -> per-cloud candidates @@ -47,6 +50,28 @@ class OptimizeTarget(enum.Enum): TIME = 1 +class OptimizeObjectiveTarget(enum.Enum): + """All cost optimization targets supported by SkyPilot.""" + PRICE = 'price' + CARBON_FOOTPRINT = 'carbon_footprint' + + @classmethod + def supported_targets(cls) -> List[str]: + # the cost target specified in cost target YAML. + return [cost_target.value for cost_target in cls] + + @classmethod + def cli_help_message(cls) -> str: + return ( + f'Optimize cost target. Could be one of {", ".join(cls.supported_targets())}' + f'. If {cls.CARBON_FOOTPRINT.value} is specified, use price and carbon ' + f'footprint for cost optimization. Default: {cls.PRICE.value}') + + def __le__(self, other: 'OptimizeObjectiveTarget') -> bool: + types = list(OptimizeObjectiveTarget) + return types.index(self) <= types.index(other) + + # For logging purposes. def _create_table(field_names: List[str]) -> prettytable.PrettyTable: table_kwargs = { @@ -102,11 +127,14 @@ def _egress_time(src_cloud: clouds.Cloud, dst_cloud: clouds.Cloud, return egress_time @staticmethod - def optimize(dag: 'dag_lib.Dag', - minimize: OptimizeTarget = OptimizeTarget.COST, - blocked_resources: Optional[Iterable[ - resources_lib.Resources]] = None, - quiet: bool = False): + def optimize( + dag: 'dag_lib.Dag', + minimize: OptimizeTarget = OptimizeTarget.COST, + objective_target: OptimizeObjectiveTarget = OptimizeObjectiveTarget. + PRICE, + blocked_resources: Optional[Iterable[ + resources_lib.Resources]] = None, + quiet: bool = False): """Find the best execution plan for the given DAG. Args: @@ -127,6 +155,8 @@ def optimize(dag: 'dag_lib.Dag', unused_best_plan = Optimizer._optimize_dag( dag=dag, minimize_cost=minimize == OptimizeTarget.COST, + carbon_footprint_objective=objective_target == + OptimizeObjectiveTarget.CARBON_FOOTPRINT, blocked_resources=blocked_resources, quiet=quiet) finally: @@ -208,6 +238,28 @@ def _get_egress_info( dst_cloud = resources.cloud return src_cloud, dst_cloud, nbytes + @staticmethod + def _plan_has_any_valid_carbon_cost( + topo_order: List[task_lib.Task], + node_to_cost_map: _TaskToCostMap, + ) -> bool: + valid_carbon_cost = False + for node_i, node in enumerate(topo_order): + # Skip dummy source and sink nodes + if node_i == 0 or node.name == 'skypilot-dummy-sink': + continue + + # Look for a valid carbon cost + for _, execution_cost in node_to_cost_map[node].items(): + if execution_cost >= 0.0 and execution_cost < np.inf: + valid_carbon_cost = True + break + + # Found a valid carbon cost, no need to continue + if valid_carbon_cost: + break + return valid_carbon_cost + @staticmethod def _egress_cost_or_time(minimize_cost: bool, parent: task_lib.Task, parent_resources: resources_lib.Resources, @@ -233,9 +285,10 @@ def _egress_cost_or_time(minimize_cost: bool, parent: task_lib.Task, def _estimate_nodes_cost_or_time( topo_order: List[task_lib.Task], minimize_cost: bool = True, + carbon_footprint_objective: bool = False, blocked_resources: Optional[Iterable[resources_lib.Resources]] = None, quiet: bool = False - ) -> Tuple[_TaskToCostMap, _TaskToPerCloudCandidates]: + ) -> Tuple[_TaskToCostMap, _TaskToCIMap, _TaskToPerCloudCandidates]: """Estimates the cost/time of each task-resource mapping in the DAG. Note that the egress cost/time is not considered in this function. @@ -246,6 +299,8 @@ def _estimate_nodes_cost_or_time( # Cost/time of running the task on the resources. # node -> {resources -> cost/time} node_to_cost_map: _TaskToCostMap = collections.defaultdict(dict) + # node -> {resources -> carbon intensity} + node_to_ci_map: _TaskToCIMap = collections.defaultdict(dict) # node -> cloud -> list of resources that satisfy user's requirements. node_to_candidate_map: _TaskToPerCloudCandidates = {} @@ -255,6 +310,7 @@ def _estimate_nodes_cost_or_time( if node_i == 0: # Base case: a special source node. node_to_cost_map[node][list(node.resources)[0]] = 0 + node_to_ci_map[node][list(node.resources)[0]] = 0 continue # Don't print for the last node, Sink. @@ -270,6 +326,7 @@ def _estimate_nodes_cost_or_time( task=node, blocked_resources=blocked_resources, try_fix_with_sky_check=True, + carbon_footprint_objective=carbon_footprint_objective, quiet=quiet)) node_to_candidate_map[node] = cloud_candidates else: @@ -321,6 +378,19 @@ def _estimate_nodes_cost_or_time( else: # Minimize run time. estimated_cost_or_time = estimated_runtime + + # Calculate carbon footprint object + if carbon_footprint_objective: + carbs_per_node = resources.get_carbon_cost( + estimated_runtime) + estimated_carbs = carbs_per_node * node.num_nodes + if estimated_carbs >= 0.0: + node_to_ci_map[node][resources] = estimated_carbs + else: + node_to_ci_map[node][resources] = np.inf + else: + node_to_ci_map[node][resources] = np.inf + if do_print: logger.debug( ' estimated_runtime: {:.0f} s ({:.1f} hr)'.format( @@ -370,7 +440,7 @@ def _estimate_nodes_cost_or_time( 'clouds.') with ux_utils.print_exception_no_traceback(): raise exceptions.ResourcesUnavailableError(error_msg) - return node_to_cost_map, node_to_candidate_map + return node_to_cost_map, node_to_ci_map, node_to_candidate_map @staticmethod def _optimize_by_dp( @@ -644,6 +714,28 @@ def _compute_total_cost( total_cost += egress_cost return total_cost + @staticmethod + def _compute_total_carbon_cost( + _, + topo_order: List[task_lib.Task], + plan: Dict[task_lib.Task, resources_lib.Resources], + ) -> float: + """Estimates the total cost of running the DAG by the plan.""" + total_cost = 0 + for node in topo_order: + resources = plan[node] + if node.time_estimator_func is None: + execution_time = 1 * 3600 + else: + # The execution time of dummy nodes is always 0, + # as they have a time estimator lambda _: 0. + execution_time = node.estimate_runtime(resources) + + cost_per_node = resources.get_carbon_cost(execution_time) + total_cost += cost_per_node * node.num_nodes + + return total_cost + @staticmethod def _print_egress_plan(graph, plan, minimize_cost): message_data = [] @@ -689,19 +781,25 @@ def print_optimized_plan( total_time: float, total_cost: float, node_to_cost_map: _TaskToCostMap, + node_to_ci_map: _TaskToCIMap, minimize_cost: bool, + carbon_footprint_objective: bool, ): logger.info('== Optimizer ==') ordered_node_to_cost_map = collections.OrderedDict() + ordered_node_to_ci_map = collections.OrderedDict() ordered_best_plan = collections.OrderedDict() for node in topo_order: if node.name not in (_DUMMY_SOURCE_NAME, _DUMMY_SINK_NAME): ordered_node_to_cost_map[node] = node_to_cost_map[node] + ordered_node_to_ci_map[node] = node_to_ci_map[node] ordered_best_plan[node] = best_plan[node] is_trivial = all(len(v) == 1 for v in node_to_cost_map.values()) if not is_trivial and not env_options.Options.MINIMIZE_LOGGING.get(): metric_str = 'cost' if minimize_cost else 'run time' + if carbon_footprint_objective: + metric_str += ' and carbon footprint' logger.info( f'{colorama.Style.BRIGHT}Target:{colorama.Style.RESET_ALL}' f' minimizing {metric_str}') @@ -713,15 +811,25 @@ def print_optimized_plan( node.get_inputs() is None and node.get_outputs() is None): print_hourly_cost = True + # Prep conditional cost output + cost_prefix = '' if carbon_footprint_objective else '$' + cost_suffix = '(g CO2e) ' if carbon_footprint_objective else f'' + # Define the estimated cost output string and handle unknown condition + if not carbon_footprint_objective or (carbon_footprint_objective and + total_cost < np.inf): + cost_output_str = f'{cost_prefix}{total_cost:.1f} {cost_suffix}/ hour' + else: + cost_output_str = f'{cost_prefix} {_UNKNOWN_CI} {cost_suffix}/ hour' + if print_hourly_cost: logger.info(f'{colorama.Style.BRIGHT}Estimated cost: ' - f'{colorama.Style.RESET_ALL}${total_cost:.1f} / hour\n') + f'{colorama.Style.RESET_ALL}{cost_output_str}\n') else: logger.info(f'{colorama.Style.BRIGHT}Estimated total runtime: ' f'{colorama.Style.RESET_ALL}{total_time / 3600:.1f} ' 'hours\n' f'{colorama.Style.BRIGHT}Estimated total cost: ' - f'{colorama.Style.RESET_ALL}${total_cost:.1f}\n') + f'{colorama.Style.RESET_ALL}{cost_output_str}\n') def _get_resources_element_list( resources: 'resources_lib.Resources') -> List[str]: @@ -746,6 +854,7 @@ def format_number(x): region_or_zone = resources.region else: region_or_zone = resources.zone + return [ str(cloud), resources.instance_type + spot, @@ -755,13 +864,23 @@ def format_number(x): str(region_or_zone), ] - Row = collections.namedtuple('Row', [ + field_names: List[str] = [ 'cloud', 'instance', 'vcpus', 'mem', 'accelerators', - 'region_or_zone', 'cost_str', 'chosen_str' - ]) + 'region_or_zone', 'cost_str' + ] + + # Add the carbon footprint column if enabled + if carbon_footprint_objective: + field_names.append('ci_str') + field_names.append('chosen_str') + field_names_str = ','.join(field_names) + + Row = collections.namedtuple('Row', field_names_str) # type: ignore def _get_resources_named_tuple(resources: 'resources_lib.Resources', - cost_str: str, chosen: bool) -> Row: + cost_str: str, ci_str: str, + carbon_footprint_objective: bool, + chosen: bool) -> Row: accelerators = resources.get_accelerators_str() spot = resources.get_spot_str() @@ -789,9 +908,16 @@ def format_number(x): if chosen: chosen_str = (colorama.Fore.GREEN + ' ' + '\u2714' + colorama.Style.RESET_ALL) - row = Row(cloud, resources.instance_type + spot, vcpus, mem, - str(accelerators), str(region_or_zone), cost_str, - chosen_str) + if carbon_footprint_objective: + row = Row( # type: ignore[call-arg] + cloud, resources.instance_type + spot, vcpus, mem, + str(accelerators), str(region_or_zone), cost_str, ci_str, + chosen_str) + else: + row = Row( # type: ignore[call-arg] + cloud, resources.instance_type + spot, vcpus, mem, + str(accelerators), str(region_or_zone), cost_str, + chosen_str) return row @@ -804,7 +930,6 @@ def _get_resource_group_hash(resources: 'resources_lib.Resources'): }, sort_keys=True) - # Print the list of resouces that the optimizer considered. resource_fields = [ 'CLOUD', 'INSTANCE', 'vCPUs', 'Mem(GB)', 'ACCELERATORS', 'REGION/ZONE' @@ -825,11 +950,21 @@ def _get_resource_group_hash(resources: 'resources_lib.Resources'): # Print the egress plan if any data egress is scheduled. Optimizer._print_egress_plan(graph, best_plan, minimize_cost) - metric = 'COST ($)' if minimize_cost else 'TIME (hr)' - field_names = resource_fields + [metric, 'CHOSEN'] + primary_metric = 'COST ($)' if minimize_cost else 'TIME (hr)' + + # Append carbon footprint metric heading + if carbon_footprint_objective: + field_names = resource_fields + [ + primary_metric, 'CARBON FOOTPRINT(g CO2e)', 'CHOSEN' + ] + else: + field_names = resource_fields + [primary_metric, 'CHOSEN'] num_tasks = len(ordered_node_to_cost_map) for task, v in ordered_node_to_cost_map.items(): + # Obtain the related carbon intensity mapping + ci_v = ordered_node_to_ci_map[task] + # Hack: convert the dictionary values # (resources) to their yaml config # For dictionary comparison later. @@ -849,15 +984,23 @@ def _get_resource_group_hash(resources: 'resources_lib.Resources'): # of optimizer table for display purpose. best_per_resource_group: Dict[str, Tuple[resources_lib.Resources, float]] = {} + optimized_result_per_cloud_ci_val: Dict[str, Tuple[ + resources_lib.Resources, float]] = {} for resources, cost in v.items(): + ci = ci_v[resources] resource_table_key = _get_resource_group_hash(resources) if resource_table_key in best_per_resource_group: if cost < best_per_resource_group[resource_table_key][1]: best_per_resource_group[resource_table_key] = ( resources, cost) + optimized_result_per_cloud_ci_val[ + resource_table_key] = (resources, ci) + # TODO: There's no else here after rebase, what todo? else: best_per_resource_group[resource_table_key] = (resources, cost) + optimized_result_per_cloud_ci_val[resource_table_key] = ( + resources, ci) # If the DAG has multiple tasks, the chosen resources may not be # the best resources for the task. @@ -873,7 +1016,17 @@ def _get_resource_group_hash(resources: 'resources_lib.Resources'): else: cost_str = f'{cost / 3600:.2f}' - row = _get_resources_named_tuple(resources, cost_str, + resource_table_key = _get_resource_group_hash(resources) + _, ci_cloud_val = optimized_result_per_cloud_ci_val[ + resource_table_key] + + if ci_cloud_val >= 0.0 and ci_cloud_val < np.inf: + ci_str = f'{ci_cloud_val:.2f}' + else: + ci_str = _UNKNOWN_CI + + row = _get_resources_named_tuple(resources, cost_str, ci_str, + carbon_footprint_objective, resources == best_plan[task]) rows.append(row) @@ -885,22 +1038,45 @@ def _get_resource_group_hash(resources: 'resources_lib.Resources'): for r in list(task.resources) ] - def sort_key(row, accelerator_spot_list=accelerator_spot_list): + def sort_key( + row, + accelerator_spot_list=accelerator_spot_list, + carbon_footprint_objective=carbon_footprint_objective): accelerator_index = accelerator_spot_list.index( row.accelerators + ('[Spot]' if '[Spot]' in row.instance else '')) - cost = float(row.cost_str) + # Determine cost as carbon footprint or price + if carbon_footprint_objective: + cost = np.inf if row.ci_str == _UNKNOWN_CI else float( + row.ci_str) + else: + cost = float(row.cost_str) + return (accelerator_index, cost) rows = sorted(rows, key=sort_key) else: - rows = sorted(rows, key=lambda row: float(row.cost_str)) + # Determine cost as carbon footprint or price + if carbon_footprint_objective: + rows = sorted( + rows, + key=lambda row: float( + row.ci_str # type: ignore[attr-defined] + if row.ci_str # type: ignore[attr-defined] + != _UNKNOWN_CI else np.inf)) + else: + rows = sorted( + rows, + key=lambda row: float( + row.cost_str # type: ignore[attr-defined] + )) row_list = [] for row in rows: row_in_list = [] - if row.chosen_str != '': - for _, cell in enumerate(row): + if row.chosen_str != '': # type: ignore[attr-defined] + for _, cell in enumerate( # type: ignore[var-annotated] + row): row_in_list.append((f'{colorama.Style.BRIGHT}{cell}' f'{colorama.Style.RESET_ALL}')) else: @@ -940,6 +1116,7 @@ def _print_candidates(node_to_candidate_map: _TaskToPerCloudCandidates): def _optimize_dag( dag: 'dag_lib.Dag', minimize_cost: bool = True, + carbon_footprint_objective: bool = False, blocked_resources: Optional[Iterable[resources_lib.Resources]] = None, quiet: bool = False, ) -> Dict[task_lib.Task, resources_lib.Resources]: @@ -1008,19 +1185,38 @@ def ordinal_number(n): local_graph = local_dag.get_graph() local_topo_order = list(nx.topological_sort(local_graph)) - local_node_to_cost_map, local_node_to_candidate_map = ( + local_node_to_cost_map, local_node_to_ci_map, local_node_to_candidate_map = ( # pylint: disable=line-too-long Optimizer._estimate_nodes_cost_or_time(local_topo_order, minimize_cost, + carbon_footprint_objective, blocked_resources)) + + # Determine if optimize objective is carbon footprint cost or price cost + carbon_opt_with_no_valid_solution = False + if carbon_footprint_objective: + # Ensure solution has at least one valid carbon cost. Otherwise + # handle edge case of no valid carbon costs + if Optimizer._plan_has_any_valid_carbon_cost( + local_topo_order, local_node_to_ci_map): + local_node_to_cost_objective = local_node_to_ci_map + else: + carbon_opt_with_no_valid_solution = True + local_node_to_cost_objective = local_node_to_cost_map + else: + local_node_to_cost_objective = local_node_to_cost_map + + # Set the objective to minimize cost on 'price' or 'carbon footprint' + minimize_cost_objective = (minimize_cost or carbon_footprint_objective) if local_dag.is_chain(): local_best_plan, best_total_objective = Optimizer._optimize_by_dp( - local_topo_order, local_node_to_cost_map, minimize_cost) + local_topo_order, local_node_to_cost_objective, + minimize_cost_objective) else: local_best_plan, best_total_objective = Optimizer._optimize_by_ilp( - local_graph, local_topo_order, local_node_to_cost_map, - minimize_cost) + local_graph, local_topo_order, local_node_to_cost_objective, + minimize_cost_objective) - if minimize_cost: + if minimize_cost_objective: total_time = Optimizer._compute_total_time(local_graph, local_topo_order, local_best_plan) @@ -1055,17 +1251,25 @@ def ordinal_number(n): topo_order = list(nx.topological_sort(graph)) if has_resources_ordered \ else local_topo_order - node_to_cost_map, _ = (Optimizer._estimate_nodes_cost_or_time( - topo_order=topo_order, - minimize_cost=minimize_cost, - blocked_resources=blocked_resources, - quiet=True)) if has_resources_ordered else ( - local_node_to_cost_map, local_node_to_candidate_map) + node_to_cost_map, node_to_ci_map, _ = ( + Optimizer._estimate_nodes_cost_or_time( + topo_order=topo_order, + minimize_cost=minimize_cost, + carbon_footprint_objective=carbon_footprint_objective, + blocked_resources=blocked_resources, + quiet=True)) if has_resources_ordered else ( + local_node_to_cost_map, local_node_to_ci_map, + local_node_to_candidate_map) if not quiet: + # Handle special case with no valid carbon cost optimization + if carbon_opt_with_no_valid_solution: + total_cost = np.inf Optimizer.print_optimized_plan(graph, topo_order, best_plan, total_time, total_cost, - node_to_cost_map, minimize_cost) + node_to_cost_map, node_to_ci_map, + minimize_cost, + carbon_footprint_objective) if not env_options.Options.MINIMIZE_LOGGING.get(): Optimizer._print_candidates(local_node_to_candidate_map) return best_plan @@ -1082,6 +1286,9 @@ def __repr__(self) -> str: def get_cost(self, seconds): return 0 + def get_carbon_cost(self, seconds): + return 0 + class DummyCloud(clouds.Cloud): """A dummy Cloud that has zero egress cost from/to.""" @@ -1089,7 +1296,8 @@ class DummyCloud(clouds.Cloud): def _make_launchables_for_valid_region_zones( - launchable_resources: resources_lib.Resources + launchable_resources: resources_lib.Resources, + carbon_footprint_objective: bool = False, ) -> List[resources_lib.Resources]: assert launchable_resources.is_launchable() # In principle, all provisioning requests should be made at the granularity @@ -1115,6 +1323,14 @@ def _make_launchables_for_valid_region_zones( # TODO(woosuk): A better design is to implement batching at a higher level # (e.g., in provisioner or optimizer), not here. launchables = [] + # Track launchables with unknow CI costs + unknown_ci_costs_launchables = [] + # Track minimum CI cost val for final filter + min_ci_cost = np.inf + # Track cheapest CI cost resource for final filter + cheapest_ci_cost_launchable_res: resources_lib.Resources + # Default execution time for calculating CI costs + execution_time = 1 * 3600 regions = launchable_resources.get_valid_regions_for_launchable() for region in regions: if (launchable_resources.use_spot and region.zones is not None or @@ -1122,13 +1338,53 @@ def _make_launchables_for_valid_region_zones( # Spot instances. # Do not batch the per-zone requests. for zone in region.zones: - launchables.append( - launchable_resources.copy(region=region.name, - zone=zone.name)) + # Attempt to find the lowest carbon footprint cost objective. + if carbon_footprint_objective: + # Make a lauchable resource to determine carbon intensity. + launchable_res_cp = launchable_resources.copy( + region=region.name, zone=zone.name) + ci_cost = launchable_res_cp.get_carbon_cost(execution_time) + if ci_cost < 0: + unknown_ci_costs_launchables.append(launchable_res_cp) + else: + if ci_cost < min_ci_cost: + min_ci_cost = ci_cost + cheapest_ci_cost_launchable_res = launchable_res_cp + else: + # Cost objective is price only + launchables.append( + launchable_resources.copy(region=region.name, + zone=zone.name)) else: # On-demand instances. # Batch the requests at the granularity of a single region. - launchables.append(launchable_resources.copy(region=region.name)) + # Make a lauchable resource to determine carbon + # intensity. + if carbon_footprint_objective: + launchable_res_cp = launchable_resources.copy( + region=region.name) + ci_cost = launchable_res_cp.get_carbon_cost(execution_time) + if ci_cost < 0: + unknown_ci_costs_launchables.append(launchable_res_cp) + else: + if ci_cost < min_ci_cost: + min_ci_cost = ci_cost + cheapest_ci_cost_launchable_res = launchable_res_cp + else: + # Cost objective is price only + launchables.append( + launchable_resources.copy(region=region.name)) + + # If carbon foot print is an objective, determine if any + # launchables have carbon intensity metrics. If not + # then return all the carbon intensity unknown launchables. + if carbon_footprint_objective: + # Filter launchable resources to cheapest CI cost if found + if min_ci_cost < np.inf: + launchables.append(cheapest_ci_cost_launchable_res) + else: + # No filtering due to unknown CI Costs + launchables = unknown_ci_costs_launchables return launchables @@ -1150,6 +1406,7 @@ def _fill_in_launchable_resources( task: task_lib.Task, blocked_resources: Optional[Iterable[resources_lib.Resources]], try_fix_with_sky_check: bool = True, + carbon_footprint_objective: bool = False, quiet: bool = False ) -> Tuple[Dict[resources_lib.Resources, List[resources_lib.Resources]], _PerCloudCandidates, List[str]]: @@ -1197,7 +1454,11 @@ def _fill_in_launchable_resources( cheapest = feasible_resources[0] # Generate region/zone-specified resources. launchable[resources].extend( - _make_launchables_for_valid_region_zones(cheapest)) + _make_launchables_for_valid_region_zones( + cheapest, + carbon_footprint_objective= + carbon_footprint_objective, + )) cloud_candidates[cloud] = feasible_resources else: all_fuzzy_candidates.update(fuzzy_candidate_list) diff --git a/sky/resources.py b/sky/resources.py index 252edff5da6..0a1cee9b8ae 100644 --- a/sky/resources.py +++ b/sky/resources.py @@ -1000,6 +1000,14 @@ def get_accelerators_str(self) -> str: def get_spot_str(self) -> str: return '[Spot]' if self.use_spot else '' + def get_carbon_cost(self, seconds: float) -> float: + """Returns cost in grams CO2 footprint for the runtime in seconds.""" + hours = seconds / 3600 + # Instance + accelerators. + carbs = self.cloud.instance_type_to_hourly_carbon_cost( + self._instance_type, self.accelerators, self._region, self._zone) + return carbs * hours + def make_deploy_variables(self, cluster_name_on_cloud: str, region: clouds.Region, zones: Optional[List[clouds.Zone]],