feat: start datacatalogue

This commit is contained in:
Bertrand Benjamin 2025-01-03 08:59:54 +01:00
parent db14b4a49a
commit 646b3cfd92
8 changed files with 197 additions and 0 deletions

27
plesna/dataplatform.py Normal file
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from plesna.datastore.datacatalogue import DataCatalogue
from plesna.graph.graph_set import GraphSet
class DataPlateformError(Exception):
pass
class DataPlateform:
def __init__(self):
self._graphset = GraphSet()
self._metadata_engine = ""
self._transformations = {}
self._datacatalogues = {}
def add_datacatalague(self, name: str, datacatalogue: DataCatalogue):
if name in self._datacatalogues:
raise DataPlateformError("The datacatalogue {name} already exists")
self._datacatalogues[name] = datacatalogue
@property
def datacatalogues(self):
return list(self._datacatalogues)
def get_datacatalogue(self, name: str):
return self._datacatalogues[name]

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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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from pathlib import Path
import pytest
from plesna.dataplatform import DataPlateform
from plesna.datastore.fs_datacatalogue import FSDataCatalogue
FIXTURE_DIR = Path(__file__).parent / Path("raw_data")
@pytest.fixture
def raw_catalogue(tmp_path):
raw_path = Path(tmp_path) / "raw"
raw_path.mkdir()
return FSDataCatalogue("raw", raw_path)
@pytest.fixture
def bronze_catalogue(tmp_path):
bronze_path = Path(tmp_path) / "bronze"
bronze_path.mkdir()
return FSDataCatalogue("bronze", bronze_path)
@pytest.fixture
def silver_catalogue(tmp_path):
silver_path = Path(tmp_path) / "silver"
silver_path.mkdir()
return FSDataCatalogue("silver", silver_path)
def test_add_catalogue(
raw_catalogue: FSDataCatalogue,
bronze_catalogue: FSDataCatalogue,
silver_catalogue: FSDataCatalogue,
):
dp = DataPlateform()
dp.add_datacatalague("raw", raw_catalogue)
dp.add_datacatalague("bronze", bronze_catalogue)
dp.add_datacatalague("silver", silver_catalogue)
assert dp.datacatalogues == ["raw", "bronze", "silver"]
assert dp.get_datacatalogue("raw") == raw_catalogue

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Username;Identifier;First name;Last name
booker12;9012;Rachel;Booker
grey07;2070;Laura;Grey
johnson81;4081;Craig;Johnson
jenkins46;9346;Mary;Jenkins
smith79;5079;Jamie;Smith
1 Username Identifier First name Last name
2 booker12 9012 Rachel Booker
3 grey07 2070 Laura Grey
4 johnson81 4081 Craig Johnson
5 jenkins46 9346 Mary Jenkins
6 smith79 5079 Jamie Smith

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from pathlib import Path
import pytest
from plesna.dataplatform import DataPlateform
from plesna.datastore.fs_datacatalogue import FSDataCatalogue
FIXTURE_DIR = Path(__file__).parent / Path("raw_data")
@pytest.fixture
def raw_catalogue(tmp_path):
raw_path = Path(tmp_path) / "raw"
return FSDataCatalogue(raw_path)
@pytest.fixture
def bronze_catalogue(tmp_path):
bronze_path = Path(tmp_path) / "bronze"
return FSDataCatalogue(bronze_path)
@pytest.fixture
def silver_catalogue(tmp_path):
silver_path = Path(tmp_path) / "silver"
return FSDataCatalogue(silver_path)
@pytest.fixture
def dataplateform(
raw_catalogue: FSDataCatalogue,
bronze_catalogue: FSDataCatalogue,
silver_catalogue: FSDataCatalogue,
):
dp = DataPlateform()
dp.add_datacatalague("raw", raw_catalogue)
dp.add_datacatalague("bronze", bronze_catalogue)
dp.add_datacatalague("silver", silver_catalogue)
pass