diff --git a/backend/alembic/versions/c16b5dd42d2c_create_kpler_ais_data.py b/backend/alembic/versions/c16b5dd42d2c_create_kpler_ais_data.py new file mode 100644 index 00000000..46ac1b52 --- /dev/null +++ b/backend/alembic/versions/c16b5dd42d2c_create_kpler_ais_data.py @@ -0,0 +1,67 @@ +"""create_kpler_ais_data + +Revision ID: c16b5dd42d2c +Revises: 5801cb8f1af5 +Create Date: 2026-03-31 11:43:44.681915 + +""" +from alembic import op +import sqlalchemy as sa +from sqlalchemy.sql import func +from sqlalchemy.dialects.postgresql import JSONB + +# revision identifiers, used by Alembic. +revision = 'c16b5dd42d2c' +down_revision = '5801cb8f1af5' +branch_labels = None +depends_on = None + + +def upgrade() -> None: + op.create_table( + "kpler_ais_data", + sa.Column("id", sa.Integer, sa.Identity(), primary_key=True), + sa.Column("position_id", sa.Integer), + sa.Column("vessel_uid", sa.Integer), + sa.Column("vessel_flag", sa.String), + sa.Column("vessel_name", sa.String), + sa.Column("vessel_callsign", sa.String), + sa.Column("vessel_mmsi", sa.Integer), + sa.Column("vessel_imo", sa.Integer), + sa.Column("vessel_marinetraffic_type", sa.String), + sa.Column("vessel_ais_type", sa.Integer), + sa.Column("vessel_width", sa.Double), + sa.Column("vessel_length", sa.Double), + sa.Column("vessel_grt", sa.Double), + sa.Column("vessel_dwt", sa.Double), + sa.Column("static_timestamp", sa.DateTime(timezone=True)), + sa.Column("static_source", sa.String), + sa.Column("static_message_type", sa.Integer), + sa.Column("position_message_type", sa.Integer), + sa.Column("position_source", sa.String), + sa.Column("position_course", sa.Double), + sa.Column("position_heading", sa.Double), + sa.Column("position_longitude", sa.Double), + sa.Column("position_latitude", sa.Double), + sa.Column("position_navigational_status", sa.Integer), + sa.Column("position_rot", sa.Double), + sa.Column("position_speed", sa.Double), + sa.Column("position_timestamp", sa.DateTime(timezone=True)), + sa.Column("position_kpler_insert_timestamp", sa.DateTime(timezone=True)), + sa.Column("voyage_destination", sa.String), + sa.Column("voyage_draught", sa.Double), + sa.Column("voyage_eta", sa.DateTime(timezone=True)), + sa.Column("payload", JSONB), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=func.now()) + ) + + op.create_index("i_kpler_ais_data_static_timesamp", "kpler_ais_data", ["static_timestamp"]) + op.create_index( + "i_kpler_ais_data_position_timesamp", + "kpler_ais_data", + ["position_timestamp"], + ) + + +def downgrade() -> None: + op.drop_table("kpler_ais_data") diff --git a/backend/bloom/config.py b/backend/bloom/config.py index b20d2385..b4c1684f 100644 --- a/backend/bloom/config.py +++ b/backend/bloom/config.py @@ -44,6 +44,10 @@ class Settings(BaseSettings): redis_password: str = Field(default='bloom',min_length=1) redis_cache_expiration: int = Field(default=900) + kpler_api_root: str = Field(default='') + kpler_token: str = Field(default='') + messages_page_size: int = Field(default = 100) + api_pooling_period: timedelta = Field(default=timedelta(minutes=2)) logging_level:str=Field( diff --git a/backend/bloom/container.py b/backend/bloom/container.py index cc4f0e8c..84218873 100644 --- a/backend/bloom/container.py +++ b/backend/bloom/container.py @@ -2,6 +2,7 @@ from bloom.infra.database.database_manager import Database from bloom.infra.repositories.repository_alert import RepositoryAlert from bloom.infra.repositories.repository_excursion import ExcursionRepository +from bloom.infra.repositories.repository_kpler_ais_data import KplerAisDataRepository from bloom.infra.repositories.repository_port import PortRepository from bloom.infra.repositories.repository_raster import RepositoryRaster from bloom.infra.repositories.repository_spire_ais_data import SpireAisDataRepository @@ -74,6 +75,11 @@ class UseCases(containers.DeclarativeContainer): session_factory=db.provided.session, ) + kpler_ais_data_repository = providers.Factory( + KplerAisDataRepository, + session_factory=db.provided.session, + ) + segment_repository = providers.Factory( SegmentRepository, session_factory=db.provided.session, diff --git a/backend/bloom/domain/kpler_ais_data.py b/backend/bloom/domain/kpler_ais_data.py new file mode 100644 index 00000000..82854c98 --- /dev/null +++ b/backend/bloom/domain/kpler_ais_data.py @@ -0,0 +1,80 @@ +from datetime import datetime +from typing import Any + +from pydantic import BaseModel +from functools import reduce + +from typing import Union + +class KplerAisData(BaseModel): + id: Union[int, None] = None # noqa: UP007 + position_id: Union[int, None] = None # noqa: UP007 + vessel_uid: Union[int, None] = None # noqa: UP007 + vessel_flag: Union[str, None] = None # noqa: UP007 + vessel_name: Union[str, None] = None # noqa: UP007 + vessel_callsign: Union[str, None] = None # noqa: UP007 + vessel_mmsi: Union[int] = None # noqa: UP007 + vessel_imo: Union[int, None] = None # noqa: UP007 + vessel_marinetraffic_type: Union[str, None] = None # noqa: UP007 + vessel_ais_type: Union[int, None] = None # noqa: UP007 + vessel_width: Union[float, None] = None # noqa: UP007 + vessel_length: Union[float, None] = None # noqa: UP007 + vessel_grt: Union[float, None] = None # noqa: UP007 + vessel_dwt: Union[float, None] = None # noqa: UP007 + static_timestamp: Union[datetime, None] = None # noqa: UP007 + static_source: Union[str, None] = None # noqa: UP007 + static_message_type: Union[int, None] = None # noqa: UP007 + position_message_type: Union[int, None] = None # noqa: UP007 + position_source: Union[str, None] = None # noqa: UP007 + position_course: Union[float, None] = None # noqa: UP007 + position_heading: Union[float, None] = None # noqa: UP007 + position_longitude: Union[float, None] = None # noqa: UP007 + position_latitude: Union[float, None] = None # noqa: UP007 + position_navigational_status: Union[int, None] = None # noqa: UP007 + position_rot: Union[float, None] = None # noqa: UP007 + position_speed: Union[float, None] = None # noqa: UP007 + position_timestamp: Union[datetime, None] = None # noqa: UP007 + position_kpler_insert_timestamp: Union[datetime, None] = None # noqa: UP007 + voyage_destination: Union[str, None] = None # noqa: UP007 + voyage_draught: Union[float, None] = None # noqa: UP007 + voyage_eta: Union[datetime, None] = None # noqa: UP007 + payload: Union[dict, None] = None + created_at: Union[datetime, None] = None # noqa: UP007 + + def map_from_kpler(message: dict[str, Any]): # noqa: ANN201 + def deep_get(dictionary: dict[str, Any], *keys) -> str: + return reduce(lambda d, key: d.get(key) if d else None, keys, dictionary) + + return KplerAisData( + position_id=message["id"] if "id" in message.keys() else None, + vessel_uid=deep_get(message, "properties", "vesselUid") if "properties" in message.keys() and "vesselUid" in message["properties"].keys() else None, + vessel_flag=deep_get(message, "properties", "flag") if "properties" in message.keys() and "flag" in message["properties"].keys() else None, + vessel_name=deep_get(message, "properties", "vesselName") if "properties" in message.keys() and "vesselName" in message["properties"].keys() else None, + vessel_callsign=deep_get(message, "properties", "callsign") if "properties" in message.keys() and "callsign" in message["properties"].keys() else None, + vessel_mmsi=deep_get(message, "properties", "mmsi") if "properties" in message.keys() and "mmsi" in message["properties"].keys() else None, + vessel_imo=deep_get(message, "properties", "imo") if "properties" in message.keys() and "imo" in message["properties"].keys() else None, + vessel_marinetraffic_type=deep_get(message, "properties", "vesselType") if "properties" in message.keys() and "vesselType" in message["properties"].keys() else None, + vessel_ais_type=deep_get(message, "properties", "vesselTypeAis") if "properties" in message.keys() and "vesselTypeAis" in message["properties"].keys() else None, + vessel_width=deep_get(message, "properties", "width") if "properties" in message.keys() and "width" in message["properties"].keys() else None, + vessel_length=deep_get(message, "properties", "length") if "properties" in message.keys() and "length" in message["properties"].keys() else None, + vessel_grt=deep_get(message, "properties", "grt") if "properties" in message.keys() and "grt" in message["properties"].keys() else None, + vessel_dwt=deep_get(message, "properties", "dwt") if "properties" in message.keys() and "dwt" in message["properties"].keys() else None, + static_timestamp=deep_get(message, "properties", "staticDt") if "properties" in message.keys() and "staticDt" in message["properties"].keys() else None, + static_source=deep_get(message, "properties", "staticSrc") if "properties" in message.keys() and "staticSrc" in message["properties"].keys() else None, + static_message_type=deep_get(message, "properties", "staticMsgType") if "properties" in message.keys() and "staticMsgType" in message["properties"].keys() else None, + position_message_type=deep_get(message, "properties", "posMsgType") if "properties" in message.keys() and "posMsgType" in message["properties"].keys() else None, + position_source=deep_get(message, "properties", "posSrc") if "properties" in message.keys() and "posSrc" in message["properties"].keys() else None, + position_course=deep_get(message, "properties", "cog") if "properties" in message.keys() and "cog" in message["properties"].keys() else None, + position_heading=deep_get(message, "properties", "heading") if "properties" in message.keys() and "heading" in message["properties"].keys() else None, + position_longitude=deep_get(message, "properties", "longitude") if "properties" in message.keys() and "longitude" in message["properties"].keys() else None, + position_latitude=deep_get(message, "properties", "latitude") if "properties" in message.keys() and "latitude" in message["properties"].keys() else None, + position_navigational_status=deep_get(message, "properties", "navStatus") if "properties" in message.keys() and "navStatus" in message["properties"].keys() else None, + position_rot=deep_get(message, "properties", "rot") if "properties" in message.keys() and "rot" in message["properties"].keys() else None, + position_speed=deep_get(message, "properties", "sog") if "properties" in message.keys() and "sog" in message["properties"].keys() else None, + position_timestamp=deep_get(message, "properties", "posDt") if "properties" in message.keys() and "posDt" in message["properties"].keys() else None, + position_kpler_insert_timestamp=deep_get(message, "properties", "insertDt") if "properties" in message.keys() and "insertDt" in message["properties"].keys() else None, + voyage_destination=deep_get(message, "properties", "destination") if "properties" in message.keys() and "destination" in message["properties"].keys() else None, + voyage_draught=deep_get(message, "properties", "draught") if "properties" in message.keys() and "draught" in message["properties"].keys() else None, + voyage_eta=deep_get(message, "properties", "eta") if "properties" in message.keys() and "eta" in message["properties"].keys() else None, + payload=message + ) \ No newline at end of file diff --git a/backend/bloom/infra/database/sql_model.py b/backend/bloom/infra/database/sql_model.py index 42896ab7..77da0b06 100644 --- a/backend/bloom/infra/database/sql_model.py +++ b/backend/bloom/infra/database/sql_model.py @@ -105,6 +105,43 @@ class SpireAisData(Base): voyage_update_timestamp = Column("voyage_update_timestamp", DateTime(timezone=True)) created_at = Column("created_at", DateTime(timezone=True), server_default=func.now()) +class KplerAisData(Base): + __tablename__ = "kpler_ais_data" + + id = Column("id", Integer, primary_key=True) + position_id = Column("position_id", Integer) + vessel_uid = Column("vessel_uid", Integer) + vessel_flag = Column("vessel_flag", String) + vessel_name = Column("vessel_name", String) + vessel_callsign = Column("vessel_callsign", String) + vessel_mmsi = Column("vessel_mmsi", Integer) + vessel_imo = Column("vessel_imo", Integer) + vessel_marinetraffic_type = Column("vessel_marinetraffic_type", String) + vessel_ais_type = Column("vessel_ais_type", Integer) + vessel_width = Column("vessel_width", Double) + vessel_length = Column("vessel_length", Double) + vessel_grt = Column("vessel_grt", Double) + vessel_dwt = Column("vessel_dwt", Double) + static_timestamp = Column("static_timestamp", DateTime(timezone=True)) + static_source = Column("static_source", String) + static_message_type = Column("static_message_type", Integer) + position_message_type = Column("position_message_type", Integer) + position_source = Column("position_source", String) + position_course = Column("position_course", Double) + position_heading = Column("position_heading", Double) + position_longitude = Column("position_longitude", Double) + position_latitude = Column("position_latitude", Double) + position_navigational_status = Column("position_navigational_status", Integer) + position_rot = Column("position_rot", Double) + position_speed = Column("position_speed", Double) + position_timestamp = Column("position_timestamp", DateTime(timezone=True)) + position_kpler_insert_timestamp = Column("position_kpler_insert_timestamp", DateTime(timezone=True)) + voyage_destination = Column("voyage_destination", String) + voyage_draught = Column("voyage_draught", Double) + voyage_eta = Column("voyage_eta", DateTime(timezone=True)) + payload = Column("payload", JSONB) + created_at = Column("created_at", DateTime(timezone=True), server_default=func.now()) + class Zone(Base): __tablename__ = "dim_zone" diff --git a/backend/bloom/infra/http/kpler_api_utils.py b/backend/bloom/infra/http/kpler_api_utils.py new file mode 100644 index 00000000..aecd8aa8 --- /dev/null +++ b/backend/bloom/infra/http/kpler_api_utils.py @@ -0,0 +1,11 @@ +from typing import Any +from bloom.domain.kpler_ais_data import KplerAisData +from gql import Client, gql + +from bloom.logger import logger + +def map_raw_messages_to_domain(raw_messages: list[dict[str, Any]]) -> list[KplerAisData]: + kpler_ais_data = [] + for vessel in raw_messages: + kpler_ais_data.append(KplerAisData.map_from_kpler(vessel)) + return kpler_ais_data \ No newline at end of file diff --git a/backend/bloom/infra/kpler_api_client.py b/backend/bloom/infra/kpler_api_client.py new file mode 100644 index 00000000..b46a07ac --- /dev/null +++ b/backend/bloom/infra/kpler_api_client.py @@ -0,0 +1,39 @@ +from bloom.config import settings +from typing import Any +import aiohttp +from urllib.parse import urljoin +from bloom.logger import logger + + +class KplerApiError(Exception): + pass + +class KplerApiClient: + FORMAT = 'json' + + def __init__(self): + self.api_root = settings.kpler_api_root + self.api_token = settings.kpler_token + conn = aiohttp.TCPConnector() + self.http_session = aiohttp.ClientSession(connector=conn) + + async def get(self, endpoint: str, params=None, **kwargs) -> Any: + if params is None: + params = {} + params = params | {"format": KplerApiClient.FORMAT} | kwargs + headers={"Authorization": "Basic " + self.api_token, + "Accept": "application/json"} + path = urljoin(self.api_root, endpoint) + + logger.debug(f"GET {path}, params={params}") + async with self.http_session.get(path, params=params, headers=headers) as resp: + if resp.status == 204: + return None + elif resp.ok: + response = await resp.json() + return response + else: + resp.raise_for_status() + + async def close(self): + await self.http_session.close() \ No newline at end of file diff --git a/backend/bloom/infra/repositories/repository_kpler_ais_data.py b/backend/bloom/infra/repositories/repository_kpler_ais_data.py new file mode 100644 index 00000000..17c24792 --- /dev/null +++ b/backend/bloom/infra/repositories/repository_kpler_ais_data.py @@ -0,0 +1,60 @@ +from bloom.domain.kpler_ais_data import KplerAisData +import pandas as pd +from bloom.infra.database import sql_model +from dependency_injector.providers import Callable +from sqlalchemy.orm import Session + + +class KplerAisDataRepository: + + def __init__(self, session_factory: Callable) -> None: + self.session_factory = session_factory + + def batch_create_ais_data( + self, ais_list: list[KplerAisData], session: Session + ) -> list[KplerAisData]: + orm_list = [KplerAisDataRepository.map_to_orm(ais) for ais in ais_list] + session.add_all(orm_list) + return [KplerAisDataRepository.map_to_domain(orm) for orm in orm_list] + + @staticmethod + def map_to_orm(data: KplerAisData) -> sql_model.KplerAisData: + return sql_model.KplerAisData(**data.__dict__) + + @staticmethod + def map_to_domain(orm_data: sql_model.KplerAisData) -> KplerAisData: + return KplerAisData( + id = orm_data.id, + position_id = orm_data.position_id, + vessel_uid = orm_data.vessel_uid, + vessel_flag = orm_data.vessel_flag, + vessel_name = orm_data.vessel_name, + vessel_callsign = orm_data.vessel_callsign, + vessel_mmsi = orm_data.vessel_mmsi, + vessel_imo = orm_data.vessel_imo, + vessel_marinetraffic_type = orm_data.vessel_marinetraffic_type, + vessel_ais_type=orm_data.vessel_ais_type, + vessel_width = orm_data.vessel_width, + vessel_length = orm_data.vessel_length, + vessel_grt = orm_data.vessel_grt, + vessel_dwt= orm_data.vessel_dwt, + static_timestamp = orm_data.static_timestamp, + static_source= orm_data.static_source, + static_message_type= orm_data.static_message_type, + position_message_type= orm_data.position_message_type, + position_source = orm_data.position_source, + position_course = orm_data.position_course, + position_heading = orm_data.position_heading, + position_longitude = orm_data.position_longitude, + position_latitude = orm_data.position_latitude, + position_navigational_status = orm_data.position_navigational_status, + position_rot = orm_data.position_rot, + position_speed= orm_data.position_speed, + position_timestamp = orm_data.position_timestamp, + position_kpler_insert_timestamp = orm_data.position_kpler_insert_timestamp, + voyage_destination = orm_data.voyage_destination, + voyage_draught = orm_data.voyage_draught, + voyage_eta = orm_data.voyage_eta, + payload = orm_data.payload, + created_at = orm_data.created_at + ) \ No newline at end of file diff --git a/backend/bloom/infra/repositories/repository_task_execution.py b/backend/bloom/infra/repositories/repository_task_execution.py index 79ad4744..a575ab3a 100644 --- a/backend/bloom/infra/repositories/repository_task_execution.py +++ b/backend/bloom/infra/repositories/repository_task_execution.py @@ -19,13 +19,6 @@ def get_point_in_time(session: Session, task_name: str) -> datetime: else: return e.point_in_time - def set_duration(session: Session, task_name: str, pit: datetime,duration:timedelta)->None: - stmt = (update(sql_model.TaskExecution) - .where(sql_model.TaskExecution.task_name==task_name) - .where(sql_model.TaskExecution.point_in_time==pit) - .values(duration=duration) - ) - session.execute(stmt) def set_position_count(session: Session, task_name: str, pit: datetime,count:int)->None: stmt = (update(sql_model.TaskExecution) .where(sql_model.TaskExecution.task_name==task_name) diff --git a/backend/bloom/usecase/create_kpler_ais_messages.py b/backend/bloom/usecase/create_kpler_ais_messages.py new file mode 100644 index 00000000..3b454f90 --- /dev/null +++ b/backend/bloom/usecase/create_kpler_ais_messages.py @@ -0,0 +1,135 @@ +import json +from time import perf_counter +import asyncio + +from bloom.config import settings +from bloom.container import UseCases +from bloom.domain.vessel import Vessel +from bloom.infra.kpler_api_client import KplerApiClient +from bloom.infra.http.kpler_api_utils import map_raw_messages_to_domain +from bloom.infra.repositories.repository_task_execution import TaskExecutionRepository +from bloom.logger import logger +from datetime import datetime, timezone +from pathlib import Path +from pydantic import ValidationError +import argparse + + +class GetVesselsFromKplerUseCase: + def __init__(self) -> None: + self.api_client = KplerApiClient() + self.messages_page_size = settings.messages_page_size + + async def run(self, dump_path: str): + use_cases = UseCases() + vessel_repository = use_cases.vessel_repository() + kpler_ais_data_repository = use_cases.kpler_ais_data_repository() + db = use_cases.db() + orm_data = [] + + try: + process_start=datetime.now(timezone.utc) + current_datetime=None + position_count= None + + with db.session() as session: + currentTaskTime = TaskExecutionRepository.get_point_in_time(session, "create_kpler_ais_messages") + if(currentTaskTime <= datetime.now(timezone.utc) - settings.api_pooling_period): + vessels: list[Vessel] = vessel_repository.get_vessels_list(session) + + if len(vessels) > 0: + current_datetime=datetime.now(timezone.utc) + if dump_path is None: + TaskExecutionRepository.set_point_in_time(session, + "create_kpler_ais_messages", + current_datetime) + logger.info(f"Enregistrement du début d'exécution create_kpler_ais_messages {current_datetime}") + session.commit() + try: + raw_messages = await self.get_latest_ais_messages(vessels) + position_count = len(raw_messages) + if dump_path is not None: + try: + now = current_datetime.strftime("%Y-%m-%dT%H:%M:%S") + dump_file = Path(dump_path, f"kpler_ais_latest__{now}").with_suffix(".json") + with dump_file.open("wt") as handle: + json.dump(raw_messages, handle) + except Exception as e: + logger.warning("Echec de l'écriture de la réponse Kpler", exc_info=e) + else: + kpler_ais_data = map_raw_messages_to_domain(raw_messages) + orm_data = kpler_ais_data_repository.batch_create_ais_data( + kpler_ais_data, + session, + ) + session.commit() + # Vu que l'on a enregistré et commité en bdd une ligne pour signalter qu'une + # instance create_kpler_ais_messages était en cours + # en cas d'erreur ou d'interruption volontaire, on supprime la ligne en cours + # cela permettra aux autres instances de se lancer + except (KeyboardInterrupt,Exception) as e: + if dump_path is None: + TaskExecutionRepository.remove_point_in_time(session, + "create_kpler_ais_messages", + current_datetime) + session.commit() + raise(e) + if dump_path is None: + if position_count != None: + TaskExecutionRepository.set_position_count(session, + "create_kpler_ais_messages", + current_datetime, + position_count) + session.commit() + else: + logger.info(f'Le temps écoulé depuis le dernier chargement est inférieur à la période d\'interrogation {settings.api_pooling_period}') + + except ValidationError as e: + logger.error("Erreur de validation des données JSON") + logger.error(e.errors()) + raise e + except Exception as e: + logger.error("Echec de l'appel API", exc_info=e) + raise e + logger.info(f"{len(orm_data)} données chargées") + session.close() + + async def get_latest_ais_messages(self, vessels: list[Vessel]): + pages = [] + mmsi_list = [vessel.mmsi for vessel in vessels] + mmsi_start = 0 + mmsi_end = self.messages_page_size + while mmsi_start <= len(mmsi_list): + mmsi_list_string = ", ".join(map(str, mmsi_list[mmsi_start:mmsi_end])) + page = await self.api_client.get( + "ais-latest", + {"filter": f"mmsi IN ({mmsi_list_string})"} + ) + if page is not None: + pages = pages + page['features'] + mmsi_start += self.messages_page_size + 1 + mmsi_end += self.messages_page_size + 1 + await self.api_client.close() + return pages + +async def main(dump_path: str): + usecase = GetVesselsFromKplerUseCase() + await usecase.run(dump_path) + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="Bloom scraping application") + parser.add_argument( + "-d", + "--dump-path", + help="Répertoire de destination des dump", + required=False, + default=None, + ) + args = parser.parse_args() + time_start = perf_counter() + logger.info("DEBUT - Chargement des données JSON depuis l'API Kpler") + asyncio.run(main(args.dump_path)) + time_end = perf_counter() + duration = time_end - time_start + logger.info(f"FIN - Chargement des données depuis l'API Kpler en {duration:.2f}s") + diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 1856e98d..b2fdeb33 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -53,6 +53,7 @@ dependencies = [ "dbt-core==1.10.5", "dbt-extractor==0.6.0", "dbt-postgres==1.9.0", + "aiohttp>=3.13.5", ] name = "bloom" version = "0.1.0" diff --git a/backend/uv.lock b/backend/uv.lock index 589ca5c1..f218fc7e 100644 --- a/backend/uv.lock +++ b/backend/uv.lock @@ -24,6 +24,148 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/d1/53/89b197cb472a3175d73384761a3413fd58e6b65a794c1102d148b8de87bd/agate-1.9.1-py2.py3-none-any.whl", hash = "sha256:1cf329510b3dde07c4ad1740b7587c9c679abc3dcd92bb1107eabc10c2e03c50", size = 95085 }, ] +[[package]] +name = "aiohappyeyeballs" +version = "2.6.1" +source = { registry = 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