From b4673840b15fd5688155c6ad5ce8cd24a0c6eef2 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Wed, 4 Sep 2024 17:47:10 +0200 Subject: [PATCH 01/23] feat: config file with mix zone --- ecologits/_ecologits.py | 18 +++++++++++++----- ecologits/config.py | 3 +++ ecologits/tracers/anthropic_tracer.py | 5 +++++ ecologits/tracers/cohere_tracer.py | 5 +++++ ecologits/tracers/google_tracer.py | 5 +++++ ecologits/tracers/huggingface_tracer.py | 13 +++++++++---- ecologits/tracers/litellm_tracer.py | 5 +++++ ecologits/tracers/mistralai_tracer.py | 5 +++++ ecologits/tracers/openai_tracer.py | 5 +++++ 9 files changed, 55 insertions(+), 9 deletions(-) create mode 100644 ecologits/config.py diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 30045243..5a433773 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -1,8 +1,9 @@ import importlib.util -from typing import Union +from typing import Optional, Union from packaging.version import Version +from ecologits.config import Config from ecologits.exceptions import EcoLogitsError @@ -110,17 +111,24 @@ class EcoLogits: initialized = False @staticmethod - def init(providers: Union[str, list[str]] = None) -> None: + def init( + providers: Optional[Union[str, list[str]]] = None, + electricity_mix_zone: Optional[str] = "WOR", + ) -> None: """ Initialization static method. Will attempt to initialize all providers by default. Args: - providers: list of providers to initialize. + providers: list of providers to initialize (all providers by default). + electricity_mix: TODO """ - if providers is None: - providers = list(_INSTRUMENTS.keys()) if isinstance(providers, str): providers = [providers] + if providers is None: + providers = list(_INSTRUMENTS.keys()) + Config.providers = providers + Config.electricity_mix_zone = electricity_mix_zone + if not EcoLogits.initialized: init_instruments(providers) EcoLogits.initialized = True diff --git a/ecologits/config.py b/ecologits/config.py new file mode 100644 index 00000000..ef5249a1 --- /dev/null +++ b/ecologits/config.py @@ -0,0 +1,3 @@ +class Config: + providers: list[str] + electricity_mix_zone: str \ No newline at end of file diff --git a/ecologits/tracers/anthropic_tracer.py b/ecologits/tracers/anthropic_tracer.py index 9bce99ba..4cdcdc63 100644 --- a/ecologits/tracers/anthropic_tracer.py +++ b/ecologits/tracers/anthropic_tracer.py @@ -6,6 +6,7 @@ from typing_extensions import override from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -59,6 +60,7 @@ def __stream_text__(self) -> Iterator[str]: model_name=model_name, output_token_count=output_tokens, request_latency=requests_latency, + electricity_mix_zone=Config.electricity_mix_zone ) def __init__(self, parent) -> None: # noqa: ANN001 @@ -92,6 +94,7 @@ async def __stream_text__(self) -> AsyncIterator[str]: model_name=model_name, output_token_count=output_tokens, request_latency=requests_latency, + electricity_mix_zone=Config.electricity_mix_zone ) def __init__(self, parent) -> None: # noqa: ANN001 @@ -154,6 +157,7 @@ def anthropic_chat_wrapper( model_name=model_name, output_token_count=response.usage.output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return Message(**response.model_dump(), impacts=impacts) @@ -173,6 +177,7 @@ async def anthropic_async_chat_wrapper( model_name=model_name, output_token_count=response.usage.output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return Message(**response.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/cohere_tracer.py b/ecologits/tracers/cohere_tracer.py index 664a54be..c7e4c136 100644 --- a/ecologits/tracers/cohere_tracer.py +++ b/ecologits/tracers/cohere_tracer.py @@ -4,6 +4,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -50,6 +51,7 @@ def cohere_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) return NonStreamedChatResponse(**response.dict(), impacts=impacts) @@ -67,6 +69,7 @@ async def cohere_async_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) return NonStreamedChatResponse(**response.dict(), impacts=impacts) @@ -86,6 +89,7 @@ def cohere_stream_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) yield StreamedChatResponse_StreamEnd(**event.dict(), impacts=impacts) else: @@ -107,6 +111,7 @@ async def cohere_async_stream_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) yield StreamedChatResponse_StreamEnd(**event.dict(), impacts=impacts) else: diff --git a/ecologits/tracers/google_tracer.py b/ecologits/tracers/google_tracer.py index 29cc9fd2..915281df 100644 --- a/ecologits/tracers/google_tracer.py +++ b/ecologits/tracers/google_tracer.py @@ -4,6 +4,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.tracers.utils import llm_impacts try: @@ -91,6 +92,7 @@ def google_chat_wrapper_non_stream( model_name=model_name, # ? output_token_count=response.usage_metadata.total_token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone, ) if impacts is not None: # Convert the response object to a dictionary (model_dump() is not available in the response object) @@ -114,6 +116,7 @@ def google_chat_wrapper_stream( model_name=model_name, # ? output_token_count=chunk.usage_metadata.total_token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: chunk = wrap_from_dict(chunk.__dict__, impacts) # noqa: PLW2901 @@ -144,6 +147,7 @@ async def google_async_chat_wrapper_non_stream( model_name=model_name, # ? output_token_count=response.usage_metadata.total_token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: # Convert the response object to a dictionary (model_dump() is not available in the response object) @@ -167,6 +171,7 @@ async def google_async_chat_wrapper_stream( model_name=model_name, # ? output_token_count=chunk.usage_metadata.total_token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: chunk = wrap_from_dict(chunk.__dict__, impacts, async_mode = True) # noqa: PLW2901 diff --git a/ecologits/tracers/huggingface_tracer.py b/ecologits/tracers/huggingface_tracer.py index 34b4b0b9..05c1e76e 100644 --- a/ecologits/tracers/huggingface_tracer.py +++ b/ecologits/tracers/huggingface_tracer.py @@ -5,6 +5,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -66,7 +67,8 @@ def huggingface_chat_wrapper_non_stream( provider=PROVIDER, model_name=instance.model, output_token_count=output_tokens, - request_latency=request_latency + request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletionOutput(**asdict(response), impacts=impacts) @@ -90,7 +92,8 @@ def huggingface_chat_wrapper_stream( provider=PROVIDER, model_name=instance.model, output_token_count=token_count, - request_latency=request_latency + request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamOutput(**asdict(chunk), impacts=impacts) @@ -125,7 +128,8 @@ async def huggingface_async_chat_wrapper_non_stream( provider=PROVIDER, model_name=instance.model, output_token_count=output_tokens, - request_latency=request_latency + request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletionOutput(**asdict(response), impacts=impacts) @@ -149,7 +153,8 @@ async def huggingface_async_chat_wrapper_stream( provider=PROVIDER, model_name=instance.model, output_token_count=token_count, - request_latency=request_latency + request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamOutput(**asdict(chunk), impacts=impacts) diff --git a/ecologits/tracers/litellm_tracer.py b/ecologits/tracers/litellm_tracer.py index 6a839eff..a38625cf 100644 --- a/ecologits/tracers/litellm_tracer.py +++ b/ecologits/tracers/litellm_tracer.py @@ -3,6 +3,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.model_repository import models from ecologits.tracers.utils import llm_impacts @@ -59,6 +60,7 @@ def litellm_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone, ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) @@ -81,6 +83,7 @@ def litellm_chat_wrapper_non_stream( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -115,6 +118,7 @@ async def litellm_async_chat_wrapper_base( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -142,6 +146,7 @@ async def litellm_async_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/mistralai_tracer.py b/ecologits/tracers/mistralai_tracer.py index cac73e04..1146bc67 100644 --- a/ecologits/tracers/mistralai_tracer.py +++ b/ecologits/tracers/mistralai_tracer.py @@ -4,6 +4,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -46,6 +47,7 @@ def mistralai_chat_wrapper( model_name=response.model, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletionResponse(**response.model_dump(), impacts=impacts) @@ -69,6 +71,7 @@ def mistralai_chat_wrapper_stream_wrapper( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamResponse(**chunk.model_dump(), impacts=impacts) @@ -90,6 +93,7 @@ async def mistralai_async_chat_wrapper( model_name=response.model, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletionResponse(**response.model_dump(), impacts=impacts) @@ -116,6 +120,7 @@ async def mistralai_async_chat_wrapper_stream_wrapper( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamResponse(**chunk.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/openai_tracer.py b/ecologits/tracers/openai_tracer.py index a880cda1..00d44865 100644 --- a/ecologits/tracers/openai_tracer.py +++ b/ecologits/tracers/openai_tracer.py @@ -3,6 +3,7 @@ from wrapt import wrap_function_wrapper +from ecologits.config import Config from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -58,6 +59,7 @@ def openai_chat_wrapper_non_stream( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -87,6 +89,7 @@ def openai_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) @@ -121,6 +124,7 @@ async def openai_async_chat_wrapper_base( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -150,6 +154,7 @@ async def openai_async_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, + electricity_mix_zone=Config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) From 47f0f2365f5149b7dc7a50699ac8ce4a95d67917 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Wed, 4 Sep 2024 17:53:49 +0200 Subject: [PATCH 02/23] fix: pre-commit --- ecologits/config.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/ecologits/config.py b/ecologits/config.py index ef5249a1..ee79cd4c 100644 --- a/ecologits/config.py +++ b/ecologits/config.py @@ -1,3 +1,3 @@ -class Config: +class Config: providers: list[str] - electricity_mix_zone: str \ No newline at end of file + electricity_mix_zone: str From f3117ee5377713dbf198aef90937e69f8eadb744 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 15:12:55 +0200 Subject: [PATCH 03/23] doc: remaining docstring --- ecologits/_ecologits.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 5a433773..69ed58c9 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -120,7 +120,7 @@ def init( Args: providers: list of providers to initialize (all providers by default). - electricity_mix: TODO + electricity_mix: electricity_mix_zone: ISO 3166-1 alpha-3 code of the electricity mix zone (WOR by default). """ if isinstance(providers, str): providers = [providers] From 40eea0dc6beb3c576535ba06dd9f943a54ee6801 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 15:47:43 +0200 Subject: [PATCH 04/23] test: add zone test + record --- .../test_init_with_different_mixes.yaml | 170 ++++++++++++++++++ tests/test_tracer.py | 39 +++- 2 files changed, 205 insertions(+), 4 deletions(-) create mode 100644 tests/cassettes/test_tracer/test_init_with_different_mixes.yaml diff --git a/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml b/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml new file mode 100644 index 00000000..936c207f --- /dev/null +++ b/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml @@ -0,0 +1,170 @@ +interactions: +- request: + body: '{"max_tokens": 1024, "messages": [{"role": "user", "content": "Hello, Claude"}], + "model": "claude-3-opus-20240229"}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + anthropic-version: + - '2023-06-01' + connection: + - keep-alive + content-length: + - '115' + content-type: + - application/json + host: + - api.anthropic.com + user-agent: + - Anthropic/Python 0.29.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 0.29.2 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.8 + method: POST + uri: https://api.anthropic.com/v1/messages + response: + body: + string: !!binary | + H4sIAAAAAAAAA1SPQUvDQBCF/8r6Ll62kkZBupeCoLYX8VI9iIQlmYbQzUyancWmIf9dUvXg6cE3 + 773hjWgqOLSxLrLlTpv69W3/9HJ+3z0c9veP5+Nzf4KFDh3NLorR1wSLXsIMfIxNVM8Ki1YqCnAo + g08VLW4X0qW4yLP8LsvzFSxKYSVWuI/xr1DpNEcv4rChEOTKbPU6Gm5KMiqmJVIzSLoxG/kypWez + NT9fZ2pUKj+sMX1aRJWu6MlHYTgQV4WmnvF7iHRMxCXBcQrBIl2GuBENd0kLlQNxhFtmFpL0H1pN + 0zcAAAD//wMAXSVRpSYBAAA= + headers: + CF-Cache-Status: + - DYNAMIC + CF-RAY: + - 8be6aaa4ff78b9b4-BRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Thu, 05 Sep 2024 13:46:39 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Robots-Tag: + - none + anthropic-ratelimit-requests-limit: + - '5' + anthropic-ratelimit-requests-remaining: + - '4' + anthropic-ratelimit-requests-reset: + - '2024-09-05T13:46:43Z' + anthropic-ratelimit-tokens-limit: + - '10000' + anthropic-ratelimit-tokens-remaining: + - '10000' + anthropic-ratelimit-tokens-reset: + - '2024-09-05T13:46:39Z' + request-id: + - req_01Bvsh4NeRG6xmqGh3scgoqS + via: + - 1.1 google + x-cloud-trace-context: + - 13abff072c4925a394badb55996aee13 + status: + code: 200 + message: OK +- request: + body: '{"max_tokens": 1024, "messages": [{"role": "user", "content": "Hello, Claude"}], + "model": "claude-3-opus-20240229"}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + anthropic-version: + - '2023-06-01' + connection: + - keep-alive + content-length: + - '115' + content-type: + - application/json + host: + - api.anthropic.com + user-agent: + - Anthropic/Python 0.29.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 0.29.2 + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.11.8 + method: POST + uri: https://api.anthropic.com/v1/messages + response: + body: + string: !!binary | + H4sIAAAAAAAAA1SPMUvEQBSE/8o6jc1GklxAbhubE3JibyES1uRxBDf7kry3aAj575JTC6uBb4YZ + ZkXfwWGQS5MXRXU4VfX7JMX900Rcvjw/nrzCQpeR9hSJ+AvBYuawAy/Si/q4ZwbuKMChDT51lB0y + HpNkZV5WeVkeYdFyVIoK97r+FSp9Xet3cagpBL4xZ70VE/uWjLIZiNQsnO5MzZ+m9dGczc/qTo1y + 55cHbG8Wojw2M3nhCAeKXaNpjvg1hKZEsSW4mEKwSNcjbkUfx6SN8gdFgStyC076Dx237RsAAP// + AwCCH77tJgEAAA== + headers: + CF-Cache-Status: + - DYNAMIC + CF-RAY: + - 8be6aaad9927b9b4-BRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Thu, 05 Sep 2024 13:46:41 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Robots-Tag: + - none + anthropic-ratelimit-requests-limit: + - '5' + anthropic-ratelimit-requests-remaining: + - '3' + anthropic-ratelimit-requests-reset: + - '2024-09-05T13:46:43Z' + anthropic-ratelimit-tokens-limit: + - '10000' + anthropic-ratelimit-tokens-remaining: + - '10000' + anthropic-ratelimit-tokens-reset: + - '2024-09-05T13:46:40Z' + request-id: + - req_01NrSCb7WmP9DgHRPswqwaRk + via: + - 1.1 google + x-cloud-trace-context: + - 277d3fc773e2ef9bcd853b88292ce65e + status: + code: 200 + message: OK +version: 1 diff --git a/tests/test_tracer.py b/tests/test_tracer.py index d32b205f..1a439a1b 100644 --- a/tests/test_tracer.py +++ b/tests/test_tracer.py @@ -2,6 +2,9 @@ from ecologits import EcoLogits from ecologits.exceptions import EcoLogitsError +from openai import OpenAI +from anthropic import Anthropic + @pytest.mark.skip(reason="Double init does not raise an error anymore, but we should test that it works correctly.") def test_double_init(tracer_init): @@ -11,10 +14,7 @@ def test_double_init(tracer_init): @pytest.mark.skip(reason="Must implement un-instrument behavior first.") def test_init_openai_only(): - from openai import OpenAI - from anthropic import Anthropic - - EcoLogits.init("openai") + EcoLogits.init(providers=["openai"]) openai_client = OpenAI() openai_response = openai_client.chat.completions.create( @@ -32,3 +32,34 @@ def test_init_openai_only(): ) assert len(anthropic_response.content) > 0 assert not hasattr(anthropic_response, "impacts") + +@pytest.mark.vcr +def test_init_with_different_mixes(): + client = Anthropic() + + EcoLogits.init(electricity_mix_zone="FRA") + message_under_french_mix = client.messages.create( + max_tokens=1024, + messages=[ + { + "role": "user", + "content": "Hello, Claude", + } + ], + model="claude-3-opus-20240229", + ) + + EcoLogits.init(electricity_mix_zone="BEL") + message_under_belgian_mix = client.messages.create( + max_tokens=1024, + messages=[ + { + "role": "user", + "content": "Hello, Claude", + } + ], + model="claude-3-opus-20240229", + ) + + assert message_under_belgian_mix.impacts.energy.value.min != message_under_french_mix.impacts.energy.value.min + \ No newline at end of file From 721ab9b21f1f514aae3715079c36ba913e7e3835 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 16:34:11 +0200 Subject: [PATCH 05/23] feat: remove intialized, add flexibility in intialization --- ecologits/_ecologits.py | 20 ++++++++------------ ecologits/config.py | 2 +- 2 files changed, 9 insertions(+), 13 deletions(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 69ed58c9..9728f53a 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -107,9 +107,6 @@ class EcoLogits: ``` """ - - initialized = False - @staticmethod def init( providers: Optional[Union[str, list[str]]] = None, @@ -124,20 +121,19 @@ def init( """ if isinstance(providers, str): providers = [providers] - if providers is None: + if providers is None: providers = list(_INSTRUMENTS.keys()) - Config.providers = providers - Config.electricity_mix_zone = electricity_mix_zone - if not EcoLogits.initialized: - init_instruments(providers) - EcoLogits.initialized = True + init_instruments(providers) + Config.electricity_mix_zone = electricity_mix_zone + Config.providers += providers + Config.providers = list(set(Config.providers)) def init_instruments(providers: list[str]) -> None: for provider in providers: if provider not in _INSTRUMENTS: raise EcoLogitsError(f"Could not find tracer for the `{provider}` provider.") - - init_func = _INSTRUMENTS[provider] - init_func() + if provider not in Config.providers: + init_func = _INSTRUMENTS[provider] + init_func() diff --git a/ecologits/config.py b/ecologits/config.py index ee79cd4c..14e2908c 100644 --- a/ecologits/config.py +++ b/ecologits/config.py @@ -1,3 +1,3 @@ class Config: - providers: list[str] + providers: list[str] = [] electricity_mix_zone: str From a3c948a4a747f2aa31455c3f3186f5be7e5a0b97 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 16:34:40 +0200 Subject: [PATCH 06/23] fix: pre-commit --- ecologits/_ecologits.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 9728f53a..b29ad04b 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -121,7 +121,7 @@ def init( """ if isinstance(providers, str): providers = [providers] - if providers is None: + if providers is None: providers = list(_INSTRUMENTS.keys()) init_instruments(providers) From a827a978c878fa9600a57650a69c8c957c6fb07b Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 16:35:04 +0200 Subject: [PATCH 07/23] test: tests for initialization with different parameters --- .../test_tracer/test_double_init.yaml | 98 +++++++++++++++++++ tests/test_tracer.py | 34 +++++-- 2 files changed, 125 insertions(+), 7 deletions(-) create mode 100644 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b/tests/test_tracer.py @@ -1,19 +1,22 @@ import pytest from ecologits import EcoLogits -from ecologits.exceptions import EcoLogitsError from openai import OpenAI from anthropic import Anthropic - -@pytest.mark.skip(reason="Double init does not raise an error anymore, but we should test that it works correctly.") +@pytest.mark.vcr def test_double_init(tracer_init): - with pytest.raises(EcoLogitsError) as e: - EcoLogits.init() # Second initialization - + EcoLogits.init() # second init + openai_client = OpenAI() + openai_response = openai_client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "Hello World!"}] + ) + assert len(openai_response.choices) > 0 + assert hasattr(openai_response, "impacts") @pytest.mark.skip(reason="Must implement un-instrument behavior first.") -def test_init_openai_only(): +def test_init_with_different_providers(): EcoLogits.init(providers=["openai"]) openai_client = OpenAI() @@ -33,6 +36,23 @@ def test_init_openai_only(): assert len(anthropic_response.content) > 0 assert not hasattr(anthropic_response, "impacts") + EcoLogits.init(providers=["anthropic"]) # adds anthropic + + openai_response = openai_client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "Hello World!"}] + ) + assert len(openai_response.choices) > 0 + assert hasattr(openai_response, "impacts") + + anthropic_response = anthropic_client.messages.create( + max_tokens=100, + messages=[{"role": "user", "content": "Hello World!"}], + model="claude-3-5-sonnet-20240620", + ) + assert len(anthropic_response.content) > 0 + assert hasattr(anthropic_response, "impacts") + @pytest.mark.vcr def test_init_with_different_mixes(): client = Anthropic() From 8820a1df4e337d72fff9e14addd88c6d2f19d416 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 16:57:57 +0200 Subject: [PATCH 08/23] feat: proper logging --- _test.py | 18 ++++++++++++++++++ ecologits/tracers/utils.py | 10 ++++++---- poetry.lock | 13 ++++++++++++- pyproject.toml | 1 + 4 files changed, 37 insertions(+), 5 deletions(-) create mode 100644 _test.py diff --git a/_test.py b/_test.py new file mode 100644 index 00000000..28026011 --- /dev/null +++ b/_test.py @@ -0,0 +1,18 @@ +from ecologits import EcoLogits +from openai import OpenAI + +# Initialize EcoLogits +EcoLogits.init() + +client = OpenAI() + +response = client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "user", "content": "Tell me a funny joke!"} + ] +) + +# Get estimated environmental impacts of the inference +print(f"Energy consumption: {response.impacts.energy.value} kWh") +print(f"GHG emissions: {response.impacts.gwp.value} kgCO2eq") \ No newline at end of file diff --git a/ecologits/tracers/utils.py b/ecologits/tracers/utils.py index e34a423d..4d5e0436 100644 --- a/ecologits/tracers/utils.py +++ b/ecologits/tracers/utils.py @@ -1,4 +1,5 @@ from typing import Optional +import logging from ecologits.electricity_mix_repository import electricity_mixes from ecologits.impacts.llm import compute_llm_impacts @@ -6,6 +7,9 @@ from ecologits.model_repository import models +logger = logging.getLogger(__name__) + + def _avg(value_range: tuple) -> float: return sum(value_range) / len(value_range) @@ -33,8 +37,7 @@ def llm_impacts( model = models.find_model(provider=provider, model_name=model_name) if model is None: - # TODO: Replace with proper logging - print(f"Could not find model `{model_name}` for {provider} provider.") + logger.warning(f"Could not find model `{model_name}` for {provider} provider.") return None model_active_params = model.active_parameters \ or Range(min=model.active_parameters_range[0], max=model.active_parameters_range[1]) @@ -43,8 +46,7 @@ def llm_impacts( electricity_mix = electricity_mixes.find_electricity_mix(zone=electricity_mix_zone) if electricity_mix is None: - # TODO: Replace with proper logging - print(f"Could not find electricity mix `{electricity_mix_zone}` in the ADEME database") + logger(f"Could not find electricity mix `{electricity_mix_zone}` in the ADEME database") return None if_electricity_mix_adpe=electricity_mix.adpe if_electricity_mix_pe=electricity_mix.pe diff --git a/poetry.lock b/poetry.lock index b30e6439..f462e760 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1494,6 +1494,17 @@ tokenizers = "*" extra-proxy = ["azure-identity (>=1.15.0,<2.0.0)", "azure-keyvault-secrets (>=4.8.0,<5.0.0)", "google-cloud-kms (>=2.21.3,<3.0.0)", "prisma (==0.11.0)", "resend (>=0.8.0,<0.9.0)"] proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "cryptography (>=42.0.5,<43.0.0)", "fastapi (>=0.111.0,<0.112.0)", "fastapi-sso (>=0.10.0,<0.11.0)", "gunicorn (>=22.0.0,<23.0.0)", "orjson (>=3.9.7,<4.0.0)", "pynacl (>=1.5.0,<2.0.0)", "python-multipart (>=0.0.9,<0.0.10)", "pyyaml (>=6.0.1,<7.0.0)", "rq", "uvicorn (>=0.22.0,<0.23.0)"] +[[package]] +name = "logging" +version = "0.4.9.6" +description = "A 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17:03:20 +0200 Subject: [PATCH 10/23] fix: pre-commit --- ecologits/tracers/utils.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/ecologits/tracers/utils.py b/ecologits/tracers/utils.py index 4d5e0436..0013099f 100644 --- a/ecologits/tracers/utils.py +++ b/ecologits/tracers/utils.py @@ -1,12 +1,11 @@ -from typing import Optional import logging +from typing import Optional from ecologits.electricity_mix_repository import electricity_mixes from ecologits.impacts.llm import compute_llm_impacts from ecologits.impacts.modeling import Impacts, Range from ecologits.model_repository import models - logger = logging.getLogger(__name__) From be81381ae99f8bd808312a63a93ee201e838e5e4 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 17:12:46 +0200 Subject: [PATCH 11/23] fix: delete local test file --- _test.py | 18 ------------------ 1 file changed, 18 deletions(-) delete mode 100644 _test.py diff --git a/_test.py b/_test.py deleted file mode 100644 index 28026011..00000000 --- a/_test.py +++ /dev/null @@ -1,18 +0,0 @@ -from ecologits import EcoLogits -from openai import OpenAI - -# Initialize EcoLogits -EcoLogits.init() - -client = OpenAI() - -response = client.chat.completions.create( - model="gpt-3.5-turbo", - messages=[ - {"role": "user", "content": "Tell me a funny joke!"} - ] -) - -# Get estimated environmental impacts of the inference -print(f"Energy consumption: {response.impacts.energy.value} kWh") -print(f"GHG emissions: {response.impacts.gwp.value} kgCO2eq") \ No newline at end of file From 877779230c212295ee16eea56b3b686c2a0c631f Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Thu, 5 Sep 2024 17:16:51 +0200 Subject: [PATCH 12/23] fix: claude instead of mistral for litellm --- .../test_litellm/test_litellm_async_chat.yaml | 21 +-- .../test_litellm_async_stream_chat.yaml | 141 ++++++++------- .../test_litellm/test_litellm_chat.yaml | 102 +++++------ .../test_litellm_stream_chat.yaml | 168 +++++++++--------- tests/test_litellm.py | 4 +- 5 files changed, 214 insertions(+), 222 deletions(-) diff --git a/tests/cassettes/test_litellm/test_litellm_async_chat.yaml b/tests/cassettes/test_litellm/test_litellm_async_chat.yaml index 2ee7304e..3643af8a 100644 --- a/tests/cassettes/test_litellm/test_litellm_async_chat.yaml +++ b/tests/cassettes/test_litellm/test_litellm_async_chat.yaml @@ -20,15 +20,16 @@ interactions: uri: https://api.cohere.ai/v1/chat response: body: - string: '{"response_id":"3506e94d-7741-49c0-b820-dd1da203f521","text":"Hello! - It''s a pleasure to meet you. How''s it going today?","generation_id":"594c6c99-490a-44f4-9a23-f3c0d1b8aa7f","chat_history":[{"role":"USER","message":"Hello - World!"},{"role":"CHATBOT","message":"Hello! It''s a pleasure to meet you. - How''s it going today?"}],"finish_reason":"COMPLETE","meta":{"api_version":{"version":"1"},"billed_units":{"input_tokens":3,"output_tokens":16},"tokens":{"input_tokens":69,"output_tokens":16}}}' + string: '{"response_id":"d9f53eb7-a99e-4282-8b54-f72ed04e4c28","text":"Hello! + How''s it going? I hope you''re having a fantastic day! Would you like to + ask me something or play a game?","generation_id":"24be20b7-f67c-42f2-9a02-02fecafc96cf","chat_history":[{"role":"USER","message":"Hello + World!"},{"role":"CHATBOT","message":"Hello! How''s it going? I hope you''re + having a fantastic day! Would you like to ask me something or play a game?"}],"finish_reason":"COMPLETE","meta":{"api_version":{"version":"1"},"billed_units":{"input_tokens":3,"output_tokens":28},"tokens":{"input_tokens":69,"output_tokens":28}}}' headers: Alt-Svc: - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000 Content-Length: - - '490' + - '598' Via: - 1.1 google access-control-expose-headers: @@ -38,13 +39,13 @@ interactions: content-type: - application/json date: - - Tue, 16 Jul 2024 14:51:39 GMT + - Thu, 05 Sep 2024 15:16:02 GMT expires: - Thu, 01 Jan 1970 00:00:00 UTC num_chars: - - '427' + - '433' num_tokens: - - '19' + - '31' pragma: - no-cache server: @@ -54,11 +55,11 @@ interactions: x-accel-expires: - '0' x-debug-trace-id: - - 827718fd5f18c95038e08ff950dfa86d + - 5983974e23a8e2e688b789f5451470eb x-endpoint-monthly-call-limit: - '1000' x-envoy-upstream-service-time: - - '238' + - '306' x-trial-endpoint-call-limit: - '10' x-trial-endpoint-call-remaining: diff --git a/tests/cassettes/test_litellm/test_litellm_async_stream_chat.yaml b/tests/cassettes/test_litellm/test_litellm_async_stream_chat.yaml index f23c4ac5..c8cb2413 100644 --- a/tests/cassettes/test_litellm/test_litellm_async_stream_chat.yaml +++ b/tests/cassettes/test_litellm/test_litellm_async_stream_chat.yaml @@ -1,4 +1,62 @@ interactions: +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - identity + Connection: + - keep-alive + X-Amzn-Trace-Id: + - 919dccf9-50b1-463b-86a7-51bcf6374cdc + user-agent: + - unknown/None; hf_hub/0.22.2; python/3.11.8 + method: HEAD + uri: https://huggingface.co/claude-3-5-sonnet-20240620/resolve/main/tokenizer.json + response: + body: + string: '' + headers: + Access-Control-Allow-Origin: + - https://huggingface.co + Access-Control-Expose-Headers: + - X-Repo-Commit,X-Request-Id,X-Error-Code,X-Error-Message,X-Total-Count,ETag,Link,Accept-Ranges,Content-Range + Connection: + - keep-alive + Content-Length: + - '29' + Content-Type: + - text/plain; charset=utf-8 + Date: + - Thu, 05 Sep 2024 15:16:04 GMT + ETag: + - W/"1d-DMkJvg8tpLoaQbsiq9Mz7l2CJyI" + Referrer-Policy: + - strict-origin-when-cross-origin + Vary: + - Origin + Via: + - 1.1 47b02788927e4a826aab9351e0c1b010.cloudfront.net (CloudFront) + WWW-Authenticate: + - Bearer realm="Authentication required", charset="UTF-8" + X-Amz-Cf-Id: + - esA3Lsz5S4PosGwthwT5XeOvzz7V1Mb5kae5uvS2mMgU2DOl_Gsy9Q== + X-Amz-Cf-Pop: + - BRU50-P1 + X-Cache: + - Error from cloudfront + X-Error-Message: + - Invalid username or password. + X-Powered-By: + - huggingface-moon + X-Request-Id: + - Root=1-66d9cb34-31be3f7e505a144d1f5c48b0;919dccf9-50b1-463b-86a7-51bcf6374cdc + cross-origin-opener-policy: + - same-origin + status: + code: 401 + message: Unauthorized - request: body: '{"messages": [{"role": "user", "content": [{"type": "text", "text": "Hello World!"}]}], "max_tokens": 4096, "model": "claude-3-5-sonnet-20240620", "stream": @@ -26,12 +84,12 @@ interactions: body: string: 'event: message_start - data: {"type":"message_start","message":{"id":"msg_01ESNRfM1Dm3bhBHJ9BjgYa6","type":"message","role":"assistant","model":"claude-3-5-sonnet-20240620","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":10,"output_tokens":3}}} + data: {"type":"message_start","message":{"id":"msg_013E68RoxptyPCc1kxArQ1Ne","type":"message","role":"assistant","model":"claude-3-5-sonnet-20240620","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":10,"output_tokens":5}} } event: content_block_start - data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""} } + data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""} } event: ping @@ -42,112 +100,71 @@ interactions: event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"Hello! - It"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"''s - great"} } + It''s nice"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - to meet you."} } + to meet you. How"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - How"} } + can"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - can"} } + I assist you today?"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - I assist you today"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"?"} } + Is"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - Feel"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - free to ask me"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - anything or"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - let"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - me know if you"} } - - - event: content_block_delta - - data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"''d - like help with"} } + there anything specific"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - a"} } + you''d like to"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - particular"} } + talk"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - topic"} } + about or any questions"} } event: content_block_delta data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" - or task."} } + you have?"} } event: content_block_stop - data: {"type":"content_block_stop","index":0 } + data: {"type":"content_block_stop","index":0 } event: message_delta - data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"output_tokens":41} } + data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"output_tokens":35} } event: message_stop @@ -160,7 +177,7 @@ interactions: CF-Cache-Status: - DYNAMIC CF-RAY: - - 8a42cfc44d26b8fd-AMS + - 8be72da808002e1a-BRU Cache-Control: - no-cache Connection: @@ -168,25 +185,27 @@ interactions: Content-Type: - text/event-stream; charset=utf-8 Date: - - Tue, 16 Jul 2024 14:51:40 GMT + - Thu, 05 Sep 2024 15:16:05 GMT Server: - cloudflare Transfer-Encoding: - chunked + X-Robots-Tag: + - none anthropic-ratelimit-requests-limit: - '5' anthropic-ratelimit-requests-remaining: - - '4' + - '2' anthropic-ratelimit-requests-reset: - - '2024-07-16T14:51:43Z' + - '2024-09-05T15:16:43Z' anthropic-ratelimit-tokens-limit: - '20000' anthropic-ratelimit-tokens-remaining: - '16000' anthropic-ratelimit-tokens-reset: - - '2024-07-16T14:51:51Z' + - '2024-09-05T15:16:16Z' request-id: - - req_01P5CsZqBn8Yok4Q95vUjCLb + - req_01Y5WYxkzR42ZiuMUddXZyHx via: - 1.1 google status: diff --git a/tests/cassettes/test_litellm/test_litellm_chat.yaml b/tests/cassettes/test_litellm/test_litellm_chat.yaml index 18bdf7bd..cc62d3e8 100644 --- a/tests/cassettes/test_litellm/test_litellm_chat.yaml +++ b/tests/cassettes/test_litellm/test_litellm_chat.yaml @@ -1,50 +1,38 @@ interactions: - request: - body: '{"messages": [{"role": "user", "content": "Hello World!"}], "model": "mistral-small-latest"}' + body: '{"messages": [{"role": "user", "content": [{"type": "text", "text": "Hello + World!"}]}], "max_tokens": 4096, "model": "claude-3-5-sonnet-20240620"}' headers: - accept: - - application/json - accept-encoding: + Accept-Encoding: - gzip, deflate - connection: + Connection: - keep-alive - content-length: - - '92' + Content-Length: + - '146' + User-Agent: + - python-requests/2.32.3 + accept: + - application/json + anthropic-version: + - '2023-06-01' content-type: - application/json - host: - - api.mistral.ai - user-agent: - - OpenAI/Python 1.35.14 - x-stainless-arch: - - arm64 - x-stainless-async: - - 'false' - x-stainless-lang: - - python - x-stainless-os: - - MacOS - x-stainless-package-version: - - 1.35.14 - x-stainless-runtime: - - CPython - x-stainless-runtime-version: - - 3.11.8 method: POST - uri: https://api.mistral.ai/v1/chat/completions + uri: https://api.anthropic.com/v1/messages response: body: string: !!binary | - H4sIAAAAAAAAAzyQQW7CMBBFr+L+TTcGNZAG8KZbOENVIceeELcTTxQPahHi7lVawfZp3tfTXJEi - HOq6beNrR5G6Xd34pm1WVbXr1tt2G0IkgoW0nxQUDqH3ugwyjEyaJMMiTOSVIly1WVVVXdW7rcUg - kRgOQyo6eV6UwTMv2CsVnZ1eUqAC935FypF+4F4sBirFnwjuikmY4OBLSUV9/nMkK+W5YU/M8mQO - +lxMToGMihmI1FzkvDR7+TbBZ3Mw//ZMjUr0lzdYqAgfg2cucPnMfLPoUk6lP07ki2Q4FJURFiyn - cZL2fvdhcb7XjZMMox5VvigXuGaeVc8PsFrPufcfPXC1ud1+AQAA//8DAJZqKBJzAQAA + H4sIAAAAAAAAA0yQsU7DQAyGX8V46ZJUaQoI3cKWpgMjA0IoOiVucsrFTnI+SlT13VEKSEyWPvv7 + f8kXdA0aHEJbZbuii4e3sTy4l89pKoql7KfTa44J6jLSekUh2JYwwVn8CmwILqhlxQQHacijwdrb + 2FC6Tx/SIMykaZ7l99ljnmGCtbASK5r3y1+o0teq34bBkryXOzjqJkA7k1VQgYFIYZG4hVLOUFuG + I/xUrxRUGrs8Q0Hk4TQTrYoNPQwElheYIgV1wgFkBk+68p7lDO606psGvOsJOvIjnJ12q6Sd43aL + 148Eg8pYzWSDMBokbiqNM+PvItAUiWtCw9H7BOPtQeaCjseolUpPHNDssgQl6n+0f7pevwEAAP// + AwDQ5UrOfgEAAA== headers: CF-Cache-Status: - DYNAMIC CF-RAY: - - 8a42cfbc782e0bcb-AMS + - 8be72d90e8afb9bd-BRU Connection: - keep-alive Content-Encoding: @@ -52,39 +40,31 @@ interactions: Content-Type: - application/json Date: - - Tue, 16 Jul 2024 14:51:38 GMT + - Thu, 05 Sep 2024 15:16:02 GMT Server: - cloudflare Transfer-Encoding: - chunked - access-control-allow-origin: - - '*' - alt-svc: - - h3=":443"; ma=86400 - ratelimitbysize-limit: - - '500000' - ratelimitbysize-query-cost: - - '32003' - ratelimitbysize-remaining: - - '433342' - ratelimitbysize-reset: - - '22' - x-envoy-upstream-service-time: - - '314' - x-kong-proxy-latency: - - '1' - x-kong-request-id: - - 8269985897449b4174481527113eac05 - x-kong-upstream-latency: - - '315' - x-ratelimitbysize-limit-minute: - - '500000' - x-ratelimitbysize-limit-month: - - '1000000000' - x-ratelimitbysize-remaining-minute: - - '433342' - x-ratelimitbysize-remaining-month: - - '999743976' + X-Robots-Tag: + - none + anthropic-ratelimit-requests-limit: + - '5' + anthropic-ratelimit-requests-remaining: + - '4' + anthropic-ratelimit-requests-reset: + - '2024-09-05T15:16:43Z' + anthropic-ratelimit-tokens-limit: + - '20000' + anthropic-ratelimit-tokens-remaining: + - '20000' + anthropic-ratelimit-tokens-reset: + - '2024-09-05T15:16:02Z' + request-id: + - req_01U1Y4mTMiVGRAD2ddCJa3JF + via: + - 1.1 google + x-cloud-trace-context: + - 1eaa4807aeafd5afd84a159cf9f10530 status: code: 200 message: OK diff --git a/tests/cassettes/test_litellm/test_litellm_stream_chat.yaml b/tests/cassettes/test_litellm/test_litellm_stream_chat.yaml index 9a8d4467..b1f912b5 100644 --- a/tests/cassettes/test_litellm/test_litellm_stream_chat.yaml +++ b/tests/cassettes/test_litellm/test_litellm_stream_chat.yaml @@ -1,109 +1,109 @@ interactions: - request: - body: '{"messages": [{"role": "user", "content": "Hello World!"}], "model": "mistral-small-latest", - "stream": true}' + body: '{"messages": [{"role": "user", "content": [{"type": "text", "text": "Hello + World!"}]}], "max_tokens": 4096, "model": "claude-3-5-sonnet-20240620", "stream": + true}' headers: - accept: - - application/json - accept-encoding: + Accept-Encoding: - gzip, deflate - connection: + Connection: - keep-alive - content-length: - - '108' + Content-Length: + - '162' + User-Agent: + - python-requests/2.32.3 + accept: + - application/json + anthropic-version: + - '2023-06-01' content-type: - application/json - host: - - api.mistral.ai - user-agent: - - OpenAI/Python 1.35.14 - x-stainless-arch: - - arm64 - x-stainless-async: - - 'false' - x-stainless-lang: - - python - x-stainless-os: - - MacOS - x-stainless-package-version: - - 1.35.14 - x-stainless-runtime: - - CPython - x-stainless-runtime-version: - - 3.11.8 method: POST - uri: https://api.mistral.ai/v1/chat/completions + uri: https://api.anthropic.com/v1/messages response: body: - string: 'data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":null,"logprobs":null}]} + string: 'event: message_start + + data: {"type":"message_start","message":{"id":"msg_01K8R7oa2MDmHMxNTXRdYwH1","type":"message","role":"assistant","model":"claude-3-5-sonnet-20240620","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":10,"output_tokens":5}} } + + + event: content_block_start + + data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""} } + + event: ping - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"Hello"},"finish_reason":null,"logprobs":null}]} + data: {"type": "ping"} - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"!"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"Hello! + It''s great"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - It"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"''"},"finish_reason":null,"logprobs":null}]} + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + to meet you. How"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"s"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + can"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - great"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - to"},"finish_reason":null,"logprobs":null}]} + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + I assist you today?"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - meet"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + Feel"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - you"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"."},"finish_reason":null,"logprobs":null}]} + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + free to ask me anything"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - How"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + you"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - can"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - I"},"finish_reason":null,"logprobs":null}]} + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"''d + like help"} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - assist"},"finish_reason":null,"logprobs":null}]} + event: content_block_delta + data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" + with."} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - you"},"finish_reason":null,"logprobs":null}]} + event: content_block_stop - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":" - today"},"finish_reason":null,"logprobs":null}]} + data: {"type":"content_block_stop","index":0 } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":"?"},"finish_reason":null,"logprobs":null}]} + event: message_delta + data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"output_tokens":31} } - data: {"id":"aeadd0d4cdc349f89d684afcdb3ed6c4","object":"chat.completion.chunk","created":1721141499,"model":"mistral-small-latest","choices":[{"index":0,"delta":{"content":""},"finish_reason":"stop","logprobs":null}],"usage":{"prompt_tokens":6,"total_tokens":23,"completion_tokens":17}} + event: message_stop - data: [DONE] + data: {"type":"message_stop" } ' @@ -111,45 +111,37 @@ interactions: CF-Cache-Status: - DYNAMIC CF-RAY: - - 8a42cfc19e9f0bcb-AMS + - 8be72d9dabb2b733-BRU + Cache-Control: + - no-cache Connection: - keep-alive Content-Type: - text/event-stream; charset=utf-8 Date: - - Tue, 16 Jul 2024 14:51:39 GMT + - Thu, 05 Sep 2024 15:16:03 GMT Server: - cloudflare Transfer-Encoding: - chunked - access-control-allow-origin: - - '*' - alt-svc: - - h3=":443"; ma=86400 - ratelimitbysize-limit: - - '500000' - ratelimitbysize-query-cost: - - '32003' - ratelimitbysize-remaining: - - '434648' - ratelimitbysize-reset: - - '21' - x-envoy-upstream-service-time: - - '56' - x-kong-proxy-latency: - - '2' - x-kong-request-id: - - 58beaa2d83644c31c175934f0ee04d47 - x-kong-upstream-latency: - - '57' - x-ratelimitbysize-limit-minute: - - '500000' - x-ratelimitbysize-limit-month: - - '1000000000' - x-ratelimitbysize-remaining-minute: - - '434648' - x-ratelimitbysize-remaining-month: - - '999743976' + X-Robots-Tag: + - none + anthropic-ratelimit-requests-limit: + - '5' + anthropic-ratelimit-requests-remaining: + - '3' + anthropic-ratelimit-requests-reset: + - '2024-09-05T15:16:43Z' + anthropic-ratelimit-tokens-limit: + - '20000' + anthropic-ratelimit-tokens-remaining: + - '16000' + anthropic-ratelimit-tokens-reset: + - '2024-09-05T15:16:15Z' + request-id: + - req_0126Z9CVAxnRKbK2ee7AVsYT + via: + - 1.1 google status: code: 200 message: OK diff --git a/tests/test_litellm.py b/tests/test_litellm.py index 842f41f3..23c8fc16 100644 --- a/tests/test_litellm.py +++ b/tests/test_litellm.py @@ -5,7 +5,7 @@ @pytest.mark.vcr def test_litellm_chat(tracer_init): response = litellm.completion( - messages=[{"role": "user", "content": "Hello World!"}], model="mistral/mistral-small-latest" + messages=[{"role": "user", "content": "Hello World!"}], model="claude-3-5-sonnet-20240620" ) assert len(response.choices) > 0 assert response.impacts.energy.value > 0 @@ -24,7 +24,7 @@ async def test_litellm_async_chat(tracer_init): @pytest.mark.vcr def test_litellm_stream_chat(tracer_init): stream = litellm.completion( - messages=[{"role": "user", "content": "Hello World!"}], model="mistral/mistral-small-latest", stream=True + messages=[{"role": "user", "content": "Hello World!"}], model="claude-3-5-sonnet-20240620", stream=True ) for chunk in stream: assert chunk.impacts.energy.value >= 0 From ea01da28bf360ac94e664361e7a7d4c47da6af0b Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Mon, 9 Sep 2024 13:16:46 +0200 Subject: [PATCH 13/23] doc: include providers and electricity_mix_zone kwargs --- ecologits/_ecologits.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index b29ad04b..6ea4c607 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -117,7 +117,7 @@ def init( Args: providers: list of providers to initialize (all providers by default). - electricity_mix: electricity_mix_zone: ISO 3166-1 alpha-3 code of the electricity mix zone (WOR by default). + electricity_mix_zone: ISO 3166-1 alpha-3 code of the electricity mix zone (WOR by default). """ if isinstance(providers, str): providers = [providers] From b9e3a80d5cb2d408ac8134cd644622c89faf8ac8 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Mon, 9 Sep 2024 13:17:14 +0200 Subject: [PATCH 14/23] doc: include providers and electricity_mix_zone kwargs --- docs/tutorial/impacts.md | 20 +++++++++++++++----- docs/tutorial/index.md | 20 +++++++++++++++++--- 2 files changed, 32 insertions(+), 8 deletions(-) diff --git a/docs/tutorial/impacts.md b/docs/tutorial/impacts.md index 9c8281a2..2df703c8 100644 --- a/docs/tutorial/impacts.md +++ b/docs/tutorial/impacts.md @@ -155,12 +155,22 @@ We use impact factors to quantify environmental harm from human activities, meas ### Electricity Mix -**We currently assume by default a worldwide average impact factor for electricity consumption**. We plan to allow users to change these impact factors dynamically based on a specific country/region or with custom values. +When initializing `EcoLogits`, you can choose a specific electricity mix zone from the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database. -Default values (from [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/)): +```python title="Choose a different electricity mix" +from ecologits import EcoLogits + +EcoLogits.init() +# Impacts are computed with the world electricity mix + +EcoLogits.init(electricity_mix_zone="FRA") +# Impacts are computed with the electricity mix of France +``` + +By default, the **world electricity mix** ("WOR" code in the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database) is chosen, whose values are given by: | Impact criteria | Value | Unit | |-----------------|------------|-----------------| -| GWP | $5.904e-1$ | $kgCO2eq / kWh$ | -| ADPe | $7.378e-7$ | $kgSbeq / kWh$ | -| PE | $9.988$ | $MJ / kWh$ | +| GWP | $5.904e-1$ | kgCO2eq / kWh | +| ADPe | $7.378e-7$ | kgSbeq / kWh | +| PE | $9.988$ | MJ / kWh | diff --git a/docs/tutorial/index.md b/docs/tutorial/index.md index 14edfcd5..414a5f36 100644 --- a/docs/tutorial/index.md +++ b/docs/tutorial/index.md @@ -56,10 +56,24 @@ from ecologits import EcoLogits EcoLogits.init() # Initialize for `openai` provider only -EcoLogits.init("openai") +EcoLogits.init(providers="openai") # Initialize for `openai` and `anthropic` providers only -EcoLogits.init(["openai", "anthropic"]) +EcoLogits.init(providers=["openai", "anthropic"]) ``` -It is currently not possible to un-initialize a provider at runtime. If that's the case do not hesitate to [open an issue :octicons-link-external-16:](https://github.com/genai-impact/ecologits/issues/new/choose) and explain why it could be necessary for your use case. +!!! warning "It is currently not possible to un-initialize a provider at runtime. Each time that `EcoLogits` is re-initialized with another providers, the latter will be added to the list of already initialized providers. If you think that un-initializing a provider could be necessary for your use case, please [open an issue :octicons-link-external-16:](https://github.com/genai-impact/ecologits/issues/new/choose)." + +It is also possible to initialize `EcoLogits` with a different electricity mix. The latter has to be chosen among the mixes in the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database. + +!!! info "The default electricity mix is the world mix given by [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/)." + +```python title="Choose a different electricity mix" +from ecologits import EcoLogits + +EcoLogits.init() +# Impacts are computed with the world electricity mix + +EcoLogits.init(electricity_mix_zone="FRA") +# Impacts are computed with the electricity mix of France +``` From a0d942d62b842cb98c2152d27c38c3a38409778e Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 08:10:26 +0200 Subject: [PATCH 15/23] fix: remove logging dep --- poetry.lock | 719 ++++++++++++++++++++++++------------------------- pyproject.toml | 1 - 2 files changed, 357 insertions(+), 363 deletions(-) diff --git a/poetry.lock b/poetry.lock index beee848a..08d611ec 100644 --- a/poetry.lock +++ b/poetry.lock @@ -250,18 +250,18 @@ dev = ["freezegun 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00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 08:15:36 +0200 Subject: [PATCH 16/23] fix: logging in sep + warning->debug --- ecologits/log.py | 3 +++ ecologits/tracers/utils.py | 8 +++----- 2 files changed, 6 insertions(+), 5 deletions(-) create mode 100644 ecologits/log.py diff --git a/ecologits/log.py b/ecologits/log.py new file mode 100644 index 00000000..95e1be07 --- /dev/null +++ b/ecologits/log.py @@ -0,0 +1,3 @@ +import logging + +logger = logging.getLogger(__name__) \ No newline at end of file diff --git a/ecologits/tracers/utils.py b/ecologits/tracers/utils.py index 0013099f..32808062 100644 --- a/ecologits/tracers/utils.py +++ b/ecologits/tracers/utils.py @@ -1,13 +1,11 @@ -import logging from typing import Optional from ecologits.electricity_mix_repository import electricity_mixes from ecologits.impacts.llm import compute_llm_impacts from ecologits.impacts.modeling import Impacts, Range +from ecologits.log import logger from ecologits.model_repository import models -logger = logging.getLogger(__name__) - def _avg(value_range: tuple) -> float: return sum(value_range) / len(value_range) @@ -36,7 +34,7 @@ def llm_impacts( model = models.find_model(provider=provider, model_name=model_name) if model is None: - logger.warning(f"Could not find model `{model_name}` for {provider} provider.") + logger.debug(f"Could not find model `{model_name}` for {provider} provider.") return None model_active_params = model.active_parameters \ or Range(min=model.active_parameters_range[0], max=model.active_parameters_range[1]) @@ -45,7 +43,7 @@ def llm_impacts( electricity_mix = electricity_mixes.find_electricity_mix(zone=electricity_mix_zone) if electricity_mix is None: - logger(f"Could not find electricity mix `{electricity_mix_zone}` in the ADEME database") + logger.debug(f"Could not find electricity mix `{electricity_mix_zone}` in the ADEME database") return None if_electricity_mix_adpe=electricity_mix.adpe if_electricity_mix_pe=electricity_mix.pe From ff7caaff647d28339b7defc8e5a15924e3eea3a4 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 08:41:50 +0200 Subject: [PATCH 17/23] feat: config as EcoLogits attr --- ecologits/_ecologits.py | 17 ++++++++++++----- ecologits/config.py | 3 --- ecologits/tracers/anthropic_tracer.py | 10 +++++----- ecologits/tracers/cohere_tracer.py | 10 +++++----- ecologits/tracers/google_tracer.py | 10 +++++----- ecologits/tracers/huggingface_tracer.py | 10 +++++----- ecologits/tracers/litellm_tracer.py | 10 +++++----- ecologits/tracers/mistralai_tracer.py | 10 +++++----- ecologits/tracers/openai_tracer.py | 10 +++++----- 9 files changed, 47 insertions(+), 43 deletions(-) delete mode 100644 ecologits/config.py diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 6ea4c607..bb97cc5c 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -1,9 +1,9 @@ +from dataclasses import dataclass, field import importlib.util from typing import Optional, Union from packaging.version import Version -from ecologits.config import Config from ecologits.exceptions import EcoLogitsError @@ -107,6 +107,13 @@ class EcoLogits: ``` """ + @dataclass + class _Config: + electricity_mix_zone: str = field(default="WOR") + provider: list[str] = field(default_factory=list) + + config = _Config() + @staticmethod def init( providers: Optional[Union[str, list[str]]] = None, @@ -126,14 +133,14 @@ def init( init_instruments(providers) - Config.electricity_mix_zone = electricity_mix_zone - Config.providers += providers - Config.providers = list(set(Config.providers)) + EcoLogits.config.electricity_mix_zone = electricity_mix_zone + EcoLogits.config.providers += providers + EcoLogits.config.providers = list(set(EcoLogits.config.providers)) def init_instruments(providers: list[str]) -> None: for provider in providers: if provider not in _INSTRUMENTS: raise EcoLogitsError(f"Could not find tracer for the `{provider}` provider.") - if provider not in Config.providers: + if provider not in EcoLogits.config.providers: init_func = _INSTRUMENTS[provider] init_func() diff --git a/ecologits/config.py b/ecologits/config.py deleted file mode 100644 index 14e2908c..00000000 --- a/ecologits/config.py +++ /dev/null @@ -1,3 +0,0 @@ -class Config: - providers: list[str] = [] - electricity_mix_zone: str diff --git a/ecologits/tracers/anthropic_tracer.py b/ecologits/tracers/anthropic_tracer.py index 4cdcdc63..fe4d44a7 100644 --- a/ecologits/tracers/anthropic_tracer.py +++ b/ecologits/tracers/anthropic_tracer.py @@ -6,7 +6,7 @@ from typing_extensions import override from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -60,7 +60,7 @@ def __stream_text__(self) -> Iterator[str]: model_name=model_name, output_token_count=output_tokens, request_latency=requests_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) def __init__(self, parent) -> None: # noqa: ANN001 @@ -94,7 +94,7 @@ async def __stream_text__(self) -> AsyncIterator[str]: model_name=model_name, output_token_count=output_tokens, request_latency=requests_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) def __init__(self, parent) -> None: # noqa: ANN001 @@ -157,7 +157,7 @@ def anthropic_chat_wrapper( model_name=model_name, output_token_count=response.usage.output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return Message(**response.model_dump(), impacts=impacts) @@ -177,7 +177,7 @@ async def anthropic_async_chat_wrapper( model_name=model_name, output_token_count=response.usage.output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return Message(**response.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/cohere_tracer.py b/ecologits/tracers/cohere_tracer.py index c7e4c136..d924f14c 100644 --- a/ecologits/tracers/cohere_tracer.py +++ b/ecologits/tracers/cohere_tracer.py @@ -4,7 +4,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -51,7 +51,7 @@ def cohere_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) return NonStreamedChatResponse(**response.dict(), impacts=impacts) @@ -69,7 +69,7 @@ async def cohere_async_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) return NonStreamedChatResponse(**response.dict(), impacts=impacts) @@ -89,7 +89,7 @@ def cohere_stream_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) yield StreamedChatResponse_StreamEnd(**event.dict(), impacts=impacts) else: @@ -111,7 +111,7 @@ async def cohere_async_stream_chat_wrapper( model_name=model_name, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) yield StreamedChatResponse_StreamEnd(**event.dict(), impacts=impacts) else: diff --git a/ecologits/tracers/google_tracer.py b/ecologits/tracers/google_tracer.py index 915281df..a3e3e0d6 100644 --- a/ecologits/tracers/google_tracer.py +++ b/ecologits/tracers/google_tracer.py @@ -4,7 +4,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.tracers.utils import llm_impacts try: @@ -92,7 +92,7 @@ def google_chat_wrapper_non_stream( model_name=model_name, # ? output_token_count=response.usage_metadata.total_token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone, + electricity_mix_zone=EcoLogits.config.electricity_mix_zone, ) if impacts is not None: # Convert the response object to a dictionary (model_dump() is not available in the response object) @@ -116,7 +116,7 @@ def google_chat_wrapper_stream( model_name=model_name, # ? output_token_count=chunk.usage_metadata.total_token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: chunk = wrap_from_dict(chunk.__dict__, impacts) # noqa: PLW2901 @@ -147,7 +147,7 @@ async def google_async_chat_wrapper_non_stream( model_name=model_name, # ? output_token_count=response.usage_metadata.total_token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: # Convert the response object to a dictionary (model_dump() is not available in the response object) @@ -171,7 +171,7 @@ async def google_async_chat_wrapper_stream( model_name=model_name, # ? output_token_count=chunk.usage_metadata.total_token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: chunk = wrap_from_dict(chunk.__dict__, impacts, async_mode = True) # noqa: PLW2901 diff --git a/ecologits/tracers/huggingface_tracer.py b/ecologits/tracers/huggingface_tracer.py index 05c1e76e..6b84df6a 100644 --- a/ecologits/tracers/huggingface_tracer.py +++ b/ecologits/tracers/huggingface_tracer.py @@ -5,7 +5,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -68,7 +68,7 @@ def huggingface_chat_wrapper_non_stream( model_name=instance.model, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletionOutput(**asdict(response), impacts=impacts) @@ -93,7 +93,7 @@ def huggingface_chat_wrapper_stream( model_name=instance.model, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamOutput(**asdict(chunk), impacts=impacts) @@ -129,7 +129,7 @@ async def huggingface_async_chat_wrapper_non_stream( model_name=instance.model, output_token_count=output_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletionOutput(**asdict(response), impacts=impacts) @@ -154,7 +154,7 @@ async def huggingface_async_chat_wrapper_stream( model_name=instance.model, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamOutput(**asdict(chunk), impacts=impacts) diff --git a/ecologits/tracers/litellm_tracer.py b/ecologits/tracers/litellm_tracer.py index a38625cf..11209635 100644 --- a/ecologits/tracers/litellm_tracer.py +++ b/ecologits/tracers/litellm_tracer.py @@ -3,7 +3,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.model_repository import models from ecologits.tracers.utils import llm_impacts @@ -60,7 +60,7 @@ def litellm_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone, + electricity_mix_zone=EcoLogits.config.electricity_mix_zone, ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) @@ -83,7 +83,7 @@ def litellm_chat_wrapper_non_stream( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -118,7 +118,7 @@ async def litellm_async_chat_wrapper_base( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -146,7 +146,7 @@ async def litellm_async_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/mistralai_tracer.py b/ecologits/tracers/mistralai_tracer.py index 1146bc67..48a8a1d5 100644 --- a/ecologits/tracers/mistralai_tracer.py +++ b/ecologits/tracers/mistralai_tracer.py @@ -4,7 +4,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -47,7 +47,7 @@ def mistralai_chat_wrapper( model_name=response.model, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletionResponse(**response.model_dump(), impacts=impacts) @@ -71,7 +71,7 @@ def mistralai_chat_wrapper_stream_wrapper( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamResponse(**chunk.model_dump(), impacts=impacts) @@ -93,7 +93,7 @@ async def mistralai_async_chat_wrapper( model_name=response.model, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletionResponse(**response.model_dump(), impacts=impacts) @@ -120,7 +120,7 @@ async def mistralai_async_chat_wrapper_stream_wrapper( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionStreamResponse(**chunk.model_dump(), impacts=impacts) diff --git a/ecologits/tracers/openai_tracer.py b/ecologits/tracers/openai_tracer.py index 00d44865..454ac996 100644 --- a/ecologits/tracers/openai_tracer.py +++ b/ecologits/tracers/openai_tracer.py @@ -3,7 +3,7 @@ from wrapt import wrap_function_wrapper -from ecologits.config import Config +from ecologits._ecologits import EcoLogits from ecologits.impacts import Impacts from ecologits.tracers.utils import llm_impacts @@ -59,7 +59,7 @@ def openai_chat_wrapper_non_stream( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -89,7 +89,7 @@ def openai_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) @@ -124,7 +124,7 @@ async def openai_async_chat_wrapper_base( model_name=model_name, output_token_count=response.usage.completion_tokens, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: return ChatCompletion(**response.model_dump(), impacts=impacts) @@ -154,7 +154,7 @@ async def openai_async_chat_wrapper_stream( model_name=model_name, output_token_count=token_count, request_latency=request_latency, - electricity_mix_zone=Config.electricity_mix_zone + electricity_mix_zone=EcoLogits.config.electricity_mix_zone ) if impacts is not None: yield ChatCompletionChunk(**chunk.model_dump(), impacts=impacts) From dc1374c34e90546adf32b60f8682f505b27d4d1f Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 17:35:01 +0200 Subject: [PATCH 18/23] chore: pre-commit --- ecologits/_ecologits.py | 8 ++++---- ecologits/log.py | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index bb97cc5c..5e18dc28 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -1,5 +1,5 @@ -from dataclasses import dataclass, field import importlib.util +from dataclasses import dataclass, field from typing import Optional, Union from packaging.version import Version @@ -108,11 +108,11 @@ class EcoLogits: """ @dataclass - class _Config: + class _Config: electricity_mix_zone: str = field(default="WOR") provider: list[str] = field(default_factory=list) - - config = _Config() + + config = _Config() @staticmethod def init( diff --git a/ecologits/log.py b/ecologits/log.py index 95e1be07..eea436a3 100644 --- a/ecologits/log.py +++ b/ecologits/log.py @@ -1,3 +1,3 @@ import logging -logger = logging.getLogger(__name__) \ No newline at end of file +logger = logging.getLogger(__name__) From 0383e498845c4def2e87145206a4457ffeb726b5 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 17:36:03 +0200 Subject: [PATCH 19/23] fix: provider -> providers --- ecologits/_ecologits.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index 5e18dc28..a83a1ddf 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -110,7 +110,7 @@ class EcoLogits: @dataclass class _Config: electricity_mix_zone: str = field(default="WOR") - provider: list[str] = field(default_factory=list) + providers: list[str] = field(default_factory=list) config = _Config() From 96535d6ee768790adeefd3d7e57990281d0570fb Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Tue, 10 Sep 2024 18:19:16 +0200 Subject: [PATCH 20/23] test: fix test different mixes --- .../test_init_with_different_mixes.yaml | 163 ++++++++++-------- tests/test_tracer.py | 39 ++--- 2 files changed, 106 insertions(+), 96 deletions(-) diff --git a/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml b/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml index 936c207f..be42076a 100644 --- a/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml +++ b/tests/cassettes/test_tracer/test_init_with_different_mixes.yaml @@ -1,24 +1,22 @@ interactions: - request: - body: '{"max_tokens": 1024, "messages": [{"role": "user", "content": "Hello, Claude"}], - "model": "claude-3-opus-20240229"}' + body: '{"messages": [{"role": "user", "content": "Hello World!"}], "model": "gpt-3.5-turbo", + "seed": 0}' headers: accept: - application/json accept-encoding: - gzip, deflate - anthropic-version: - - '2023-06-01' connection: - keep-alive content-length: - - '115' + - '96' content-type: - application/json host: - - api.anthropic.com + - api.openai.com user-agent: - - Anthropic/Python 0.29.2 + - OpenAI/Python 1.35.14 x-stainless-arch: - arm64 x-stainless-async: @@ -28,26 +26,27 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 0.29.2 + - 1.35.14 x-stainless-runtime: - CPython x-stainless-runtime-version: - 3.11.8 method: POST - uri: 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X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + openai-organization: + - user-9oylvgpazsbmej0gab9qijx2 + openai-processing-ms: + - '253' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=15552000; includeSubDomains; preload + x-ratelimit-limit-requests: - '10000' - anthropic-ratelimit-tokens-remaining: - - '10000' - anthropic-ratelimit-tokens-reset: - - '2024-09-05T13:46:39Z' - request-id: - - req_01Bvsh4NeRG6xmqGh3scgoqS - via: - - 1.1 google - x-cloud-trace-context: - - 13abff072c4925a394badb55996aee13 + x-ratelimit-limit-tokens: + - '200000' + x-ratelimit-remaining-requests: + - '9999' + x-ratelimit-remaining-tokens: + - '199980' + x-ratelimit-reset-requests: + - 8.64s + x-ratelimit-reset-tokens: + - 6ms + x-request-id: + - req_1a8fbf25d778e625875d9c29c34e499e status: code: 200 message: OK - request: - body: '{"max_tokens": 1024, "messages": [{"role": "user", "content": "Hello, Claude"}], - "model": "claude-3-opus-20240229"}' + body: '{"messages": 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x-ratelimit-limit-tokens: + - '200000' + x-ratelimit-remaining-requests: + - '9998' + x-ratelimit-remaining-tokens: + - '199980' + x-ratelimit-reset-requests: + - 16.602s + x-ratelimit-reset-tokens: + - 6ms + x-request-id: + - req_cbcf7fe669bdc3adc64f13585f8c6dcb status: code: 200 message: OK diff --git a/tests/test_tracer.py b/tests/test_tracer.py index f7fd6bed..6150edc4 100644 --- a/tests/test_tracer.py +++ b/tests/test_tracer.py @@ -55,31 +55,18 @@ def test_init_with_different_providers(): @pytest.mark.vcr def test_init_with_different_mixes(): - client = Anthropic() - - EcoLogits.init(electricity_mix_zone="FRA") - message_under_french_mix = client.messages.create( - max_tokens=1024, - messages=[ - { - "role": "user", - "content": "Hello, Claude", - } - ], - model="claude-3-opus-20240229", + seed = 0 # Define seed for having the same answers + EcoLogits.init() # World's mix + openai_client = OpenAI() + openai_response_world = openai_client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "Hello World!"}], + seed=seed, ) - - EcoLogits.init(electricity_mix_zone="BEL") - message_under_belgian_mix = client.messages.create( - max_tokens=1024, - messages=[ - { - "role": "user", - "content": "Hello, Claude", - } - ], - model="claude-3-opus-20240229", + EcoLogits.init(electricity_mix_zone="FRA") # Switch to France's mix + openai_response_france = openai_client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "Hello World!"}], + seed=seed, ) - - assert message_under_belgian_mix.impacts.energy.value.min != message_under_french_mix.impacts.energy.value.min - \ No newline at end of file + assert openai_response_france.choices == openai_response_world.choices and openai_response_france.impacts.gwp.value < openai_response_world.impacts.gwp.value \ No newline at end of file From 4a0d3311c7edb030ec6627667acd9d3785d25dcb Mon Sep 17 00:00:00 2001 From: Samuel Rince Date: Wed, 11 Sep 2024 15:39:30 +0200 Subject: [PATCH 21/23] style: formatting --- ecologits/_ecologits.py | 1 + ecologits/electricity_mix_repository.py | 1 + tests/test_tracer.py | 6 +++++- 3 files changed, 7 insertions(+), 1 deletion(-) diff --git a/ecologits/_ecologits.py b/ecologits/_ecologits.py index a83a1ddf..a2041527 100644 --- a/ecologits/_ecologits.py +++ b/ecologits/_ecologits.py @@ -137,6 +137,7 @@ def init( EcoLogits.config.providers += providers EcoLogits.config.providers = list(set(EcoLogits.config.providers)) + def init_instruments(providers: list[str]) -> None: for provider in providers: if provider not in _INSTRUMENTS: diff --git a/ecologits/electricity_mix_repository.py b/ecologits/electricity_mix_repository.py index a4a78fcd..e5430fb7 100644 --- a/ecologits/electricity_mix_repository.py +++ b/ecologits/electricity_mix_repository.py @@ -42,4 +42,5 @@ def from_csv(cls, filepath: Optional[str] = None) -> "ElectricityMixRepository": ) return cls(electricity_mixes) + electricity_mixes = ElectricityMixRepository.from_csv() diff --git a/tests/test_tracer.py b/tests/test_tracer.py index 6150edc4..15a39cb6 100644 --- a/tests/test_tracer.py +++ b/tests/test_tracer.py @@ -4,6 +4,7 @@ from openai import OpenAI from anthropic import Anthropic + @pytest.mark.vcr def test_double_init(tracer_init): EcoLogits.init() # second init @@ -15,6 +16,7 @@ def test_double_init(tracer_init): assert len(openai_response.choices) > 0 assert hasattr(openai_response, "impacts") + @pytest.mark.skip(reason="Must implement un-instrument behavior first.") def test_init_with_different_providers(): EcoLogits.init(providers=["openai"]) @@ -53,6 +55,7 @@ def test_init_with_different_providers(): assert len(anthropic_response.content) > 0 assert hasattr(anthropic_response, "impacts") + @pytest.mark.vcr def test_init_with_different_mixes(): seed = 0 # Define seed for having the same answers @@ -69,4 +72,5 @@ def test_init_with_different_mixes(): messages=[{"role": "user", "content": "Hello World!"}], seed=seed, ) - assert openai_response_france.choices == openai_response_world.choices and openai_response_france.impacts.gwp.value < openai_response_world.impacts.gwp.value \ No newline at end of file + assert openai_response_france.choices == openai_response_world.choices + assert openai_response_france.impacts.gwp.value < openai_response_world.impacts.gwp.value From 01a5bc727b6a054eb6e1ea4acb87a1b49163921e Mon Sep 17 00:00:00 2001 From: Samuel Rince Date: Wed, 11 Sep 2024 16:20:44 +0200 Subject: [PATCH 22/23] docs: enhance documentation for initialization --- docs/tutorial/impacts.md | 11 ++++------ docs/tutorial/index.md | 45 ++++++++++++++++++++++++++-------------- 2 files changed, 33 insertions(+), 23 deletions(-) diff --git a/docs/tutorial/impacts.md b/docs/tutorial/impacts.md index 2df703c8..2d00a37d 100644 --- a/docs/tutorial/impacts.md +++ b/docs/tutorial/impacts.md @@ -155,19 +155,16 @@ We use impact factors to quantify environmental harm from human activities, meas ### Electricity Mix -When initializing `EcoLogits`, you can choose a specific electricity mix zone from the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database. +When initializing `EcoLogits`, you can choose a specific electricity mix zone from the [ADEME Base Empreinte® :octicons-link-external-16:](https://base-empreinte.ademe.fr/) database. -```python title="Choose a different electricity mix" +```python title="Select a different electricity mix" from ecologits import EcoLogits -EcoLogits.init() -# Impacts are computed with the world electricity mix - +# Select the electricity mix of France EcoLogits.init(electricity_mix_zone="FRA") -# Impacts are computed with the electricity mix of France ``` -By default, the **world electricity mix** ("WOR" code in the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database) is chosen, whose values are given by: +By default, the `WOR` World electricity mix is used, which values are: | Impact criteria | Value | Unit | |-----------------|------------|-----------------| diff --git a/docs/tutorial/index.md b/docs/tutorial/index.md index 414a5f36..87ada762 100644 --- a/docs/tutorial/index.md +++ b/docs/tutorial/index.md @@ -45,35 +45,48 @@ It achieves this by **patching the Python client libraries**, ensuring that each ## Initialization of EcoLogits -To use EcoLogits in your projects, you will need to initialize the client tracers that are used internally to intercept and enrich responses. - -!!! info "Default behavior is to search and initialize all available providers." +To use EcoLogits in your projects, you will need to initialize the client tracers that are used internally to intercept and enrich responses. The default initialization will use default parameters and enable tracking of all available providers. To change that behaviour, read along on how to configure EcoLogits. ```python from ecologits import EcoLogits -# Initialize for all available providers +# Default initialization method EcoLogits.init() +``` -# Initialize for `openai` provider only -EcoLogits.init(providers="openai") -# Initialize for `openai` and `anthropic` providers only -EcoLogits.init(providers=["openai", "anthropic"]) +### Configure providers + +You can select which provider to enable with EcoLogits using the `providers` parameter. + +!!! info "Default behavior is to enable all available providers." + +```python title="Select a providers to enable" +from ecologits import EcoLogits + +# Examples on how to enable one or multiple providers +EcoLogits.init(providers="openai") +EcoLogits.init(providers=["anthropic", "mistralai"]) ``` -!!! warning "It is currently not possible to un-initialize a provider at runtime. Each time that `EcoLogits` is re-initialized with another providers, the latter will be added to the list of already initialized providers. If you think that un-initializing a provider could be necessary for your use case, please [open an issue :octicons-link-external-16:](https://github.com/genai-impact/ecologits/issues/new/choose)." +??? warning "Disabling a provider at runtime is not supported" -It is also possible to initialize `EcoLogits` with a different electricity mix. The latter has to be chosen among the mixes in the [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/) database. + **It is currently not possible to dynamically activate and deactivate a provider at runtime.** Each time that `EcoLogits` is re-initialized with another providers, the latter will be added to the list of already initialized providers. If you think that un-initializing a provider could be necessary for your use case, please [open an issue :octicons-link-external-16:](https://github.com/genai-impact/ecologits/issues/new/choose)." -!!! info "The default electricity mix is the world mix given by [ADEME Base Empreinte®](https://base-empreinte.ademe.fr/)." -```python title="Choose a different electricity mix" -from ecologits import EcoLogits +### Configue electricity mix + +You can change the [electricity mix :octicons-link-external-16:](https://ourworldindata.org/electricity-mix) for server-side computation depending on a specific location. EcoLogits will automatically change the default impact factors for electricity consumption according to the selected zone. + +Available zones are listed in the [electricity_mixes.csv :octicons-link-external-16:](https://github.com/genai-impact/ecologits/blob/main/ecologits/data/electricity_mixes.csv) file and are based on the [ISO 3166-1 alpha-3 :octicons-link-external-16:](https://en.wikipedia.org/wiki/ISO_3166-1_alpha-3) convention with some extras like `WOR` for World or `EEE` for Europe. -EcoLogits.init() -# Impacts are computed with the world electricity mix +Electricity mixes for each geographic zone are sourced from the [ADEME Base Empreinte® :octicons-link-external-16:](https://base-empreinte.ademe.fr/) database and are based on yearly averages. + +!!! info "Default electricity mix zone is `WOR` for World." + +```python title="Select a different electricity mix" +from ecologits import EcoLogits +# Select the electricity mix of France EcoLogits.init(electricity_mix_zone="FRA") -# Impacts are computed with the electricity mix of France ``` From 6800fd25f006aacc77b40f2668cb38f6898c99d9 Mon Sep 17 00:00:00 2001 From: Adrien Banse Date: Wed, 11 Sep 2024 16:37:29 +0200 Subject: [PATCH 23/23] docs: grammar and typos check --- docs/tutorial/impacts.md | 2 +- docs/tutorial/index.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/tutorial/impacts.md b/docs/tutorial/impacts.md index 2d00a37d..30ff6d7f 100644 --- a/docs/tutorial/impacts.md +++ b/docs/tutorial/impacts.md @@ -164,7 +164,7 @@ from ecologits import EcoLogits EcoLogits.init(electricity_mix_zone="FRA") ``` -By default, the `WOR` World electricity mix is used, which values are: +By default, the `WOR` World electricity mix is used, whose values are: | Impact criteria | Value | Unit | |-----------------|------------|-----------------| diff --git a/docs/tutorial/index.md b/docs/tutorial/index.md index 87ada762..4232ba8d 100644 --- a/docs/tutorial/index.md +++ b/docs/tutorial/index.md @@ -74,7 +74,7 @@ EcoLogits.init(providers=["anthropic", "mistralai"]) **It is currently not possible to dynamically activate and deactivate a provider at runtime.** Each time that `EcoLogits` is re-initialized with another providers, the latter will be added to the list of already initialized providers. If you think that un-initializing a provider could be necessary for your use case, please [open an issue :octicons-link-external-16:](https://github.com/genai-impact/ecologits/issues/new/choose)." -### Configue electricity mix +### Configure electricity mix You can change the [electricity mix :octicons-link-external-16:](https://ourworldindata.org/electricity-mix) for server-side computation depending on a specific location. EcoLogits will automatically change the default impact factors for electricity consumption according to the selected zone.