-
Notifications
You must be signed in to change notification settings - Fork 11
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
fix: fix load data to use bloom/tasks (loading positions missing)
- Loading branch information
herve.le-bars
committed
May 12, 2024
1 parent
31d2231
commit 91b99b5
Showing
3 changed files
with
88 additions
and
5 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,84 @@ | ||
from pathlib import Path | ||
from time import perf_counter | ||
|
||
import pandas as pd | ||
from bloom.config import settings | ||
from bloom.container import UseCases | ||
from bloom.domain.spire_ais_data import SpireAisData | ||
from bloom.infra.database.errors import DBException | ||
from bloom.logger import logger | ||
from pydantic import ValidationError | ||
from shapely import wkb | ||
import numpy as np | ||
|
||
|
||
def map_to_domain(row: pd.Series) -> SpireAisData: | ||
isna = row.isna() | ||
|
||
return SpireAisData( | ||
spire_update_statement=row['spire_update_statement'], | ||
vessel_ais_class=row['vessel_ais_class'], | ||
vessel_flag=row['vessel_flag'], | ||
vessel_name=row['vessel_name'], | ||
vessel_callsign=row['vessel_callsign'], | ||
vessel_timestamp=row['vessel_timestamp'], | ||
vessel_update_timestamp=row['vessel_update_timestamp'], | ||
vessel_ship_type=row['vessel_ship_type'], | ||
vessel_sub_ship_type=row['vessel_sub_ship_type'], | ||
vessel_mmsi=row['vessel_mmsi'], | ||
vessel_imo=row['vessel_imo'], | ||
vessel_width=row['vessel_width'], | ||
vessel_length=row['vessel_length'], | ||
position_accuracy=row['position_accuracy'], | ||
position_collection_type=row['position_collection_type'], | ||
position_course=row['position_course'], | ||
position_heading=row['position_heading'], | ||
position_latitude=row['position_latitude'], | ||
position_longitude=row['position_longitude'], | ||
position_maneuver=row['position_maneuver'], | ||
position_navigational_status=row['position_navigational_status'], | ||
position_rot=row['position_rot'], | ||
position_speed=row['position_speed'], | ||
position_timestamp=row['position_timestamp'], | ||
position_update_timestamp=row['position_update_timestamp'], | ||
voyage_destination=row['voyage_destination'], | ||
voyage_draught=row['voyage_draught'], | ||
voyage_eta=row['voyage_eta'], | ||
voyage_timestamp=row['voyage_timestamp'], | ||
voyage_update_timestamp=row['voyage_update_timestamp'], | ||
created_at=row['created_at'], | ||
) | ||
|
||
|
||
def run(csv_file_name: str): | ||
use_cases = UseCases() | ||
db = use_cases.db() | ||
spire_ais_data_repository = use_cases.spire_ais_data_repository() | ||
|
||
total = 0 | ||
try: | ||
df = pd.read_csv(csv_file_name, sep=";") | ||
df = df.rename(columns={}) | ||
df=df.replace(np.NaN,None) | ||
spire_ais_data = df.apply(map_to_domain, axis=1) | ||
with db.session() as session: | ||
spire_ais_data = spire_ais_data_repository.batch_create_ais_data(session=session, ais_list=list(spire_ais_data)) | ||
session.commit() | ||
total = len(spire_ais_data) | ||
#print(spire_ais_data) | ||
except ValidationError as e: | ||
logger.error("Erreur de validation des données de bateau") | ||
logger.error(e.errors()) | ||
except DBException: | ||
logger.error("Erreur d'insertion en base") | ||
logger.info(f"{total} ais data créés") | ||
|
||
|
||
if __name__ == "__main__": | ||
time_start = perf_counter() | ||
file_name = Path(settings.data_folder).joinpath("./spire_positions_subset.csv") | ||
logger.info(f"DEBUT - Chargement des données AIS Spire depuis le fichier {file_name}") | ||
run(file_name) | ||
time_end = perf_counter() | ||
duration = time_end - time_start | ||
logger.info(f"FIN - Chargement des données AIS Spire en {duration:.2f}s") |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters