Feat: add flux in dataplatform

This commit is contained in:
Bertrand Benjamin 2025-01-04 13:51:24 +01:00
parent beb9fd5465
commit 1446c166ca
3 changed files with 46 additions and 86 deletions

View File

@ -1,4 +1,5 @@
from plesna.graph.graph_set import GraphSet
from plesna.models.flux import Flux
from plesna.storage.repository.repository import Repository
@ -10,14 +11,15 @@ class DataPlateform:
def __init__(self):
self._graphset = GraphSet()
self._metadata_engine = ""
self._transformations = {}
self._fluxes = {}
self._repositories = {}
def add_repository(self, name: str, repository: Repository):
def add_repository(self, name: str, repository: Repository) -> str:
if name in self._repositories:
raise DataPlateformError("The repository {name} already exists")
self._repositories[name] = repository
return name
@property
def repositories(self) -> list[str]:
@ -25,3 +27,17 @@ class DataPlateform:
def repository(self, name: str) -> Repository:
return self._repositories[name]
def add_flux(self, name: str, flux: Flux) -> str:
if name in self._fluxes:
raise DataPlateformError("The flux {name} already exists")
self._fluxes[name] = flux
return name
@property
def fluxes(self) -> list[str]:
return list(self._fluxes)
def flux(self, name: str) -> Flux:
return self._fluxes[name]

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@ -1,81 +0,0 @@
from pathlib import Path
from pydantic import BaseModel, computed_field
from plesna.models.storage import Schema, Table
from .datacatalogue import DataCatalogue
class FakeSchema(BaseModel):
name: str
@computed_field
@property
def ref(self) -> Schema:
return Schema(
id=str(self.name),
value=str(self.name),
)
class FakeTable(BaseModel):
name: str
data: dict[str, list]
@computed_field
@property
def ref(self) -> Table:
return Table(
id=str(self.name),
value=str(self.name),
)
class FakeDataCatalogue(DataCatalogue):
"""DataCatalogue based on dictionnaries"""
def __init__(self, name: str):
self.name = name
def ls(
self, dir="", only_files=False, only_directories=False, recursive=False
) -> list[str]:
dirpath = self._basepath / dir
if only_files:
return [
str(f.relative_to(dirpath))
for f in dirpath.iterdir()
if not f.is_dir() and not str(f).startswith(".")
]
if only_directories:
if recursive:
return [
str(f[0].relative_to(dirpath))
for f in dirpath.walk()
if not str(f).startswith(".")
]
return [
str(f.relative_to(dirpath))
for f in dirpath.iterdir()
if f.is_dir() and not str(f).startswith(".")
]
return [
str(f.relative_to(dirpath))
for f in dirpath.iterdir()
if not str(f).startswith(".")
]
def schemas(self) -> dict[str, FSSchema]:
"""List schemas (sub directories within basepath)"""
subdirectories = self.ls("", only_directories=True, recursive=True)
return {str(path): FSSchema(path=path) for path in subdirectories}
def tables(self, schema_id=".") -> dict[str, FSTable]:
"""List table in schema (which are files in the directory)"""
schema_path = schema_id
return {path: FSTable(path=path) for path in self.ls(schema_path, only_files=True)}

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@ -4,6 +4,8 @@ from pathlib import Path
import pytest
from plesna.dataplatform import DataPlateform
from plesna.models.flux import Flux
from plesna.models.transformation import Transformation
from plesna.storage.repository.fs_repository import FSRepository
FIXTURE_DIR = Path(__file__).parent.parent / Path("raw_datas")
@ -69,6 +71,29 @@ def test_listing_content(dataplatform: DataPlateform):
]
def test_add_flux(dataplatform: DataPlateform):
# dataplatform.add_flux()
pass
@pytest.fixture
def copy_flux(repository: FSRepository) -> Flux:
src = {"username": repository.table("raw", "username")}
targets = {"username": repository.table("bronze", "username")}
def copy(sources, targets):
pass
extra_kwrds = {}
flux = Flux(
sources=src,
targets=targets,
transformation=Transformation(function=copy, extra_kwrds=extra_kwrds),
)
return flux
def test_add_flux(dataplatform: DataPlateform, copy_flux: Flux):
dataplatform.add_flux(name="copy_flux", flux=copy_flux)
assert dataplatform.fluxes == ["copy_flux"]
dataplatform.add_flux(name="copy_flux_bis", flux=copy_flux)
assert dataplatform.fluxes == ["copy_flux", "copy_flux_bis"]
assert dataplatform.flux("copy_flux") == copy_flux
assert dataplatform.flux("copy_flux_bis") == copy_flux