feat: start datacatalogue
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27
plesna/dataplatform.py
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27
plesna/dataplatform.py
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from plesna.datastore.datacatalogue import DataCatalogue
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from plesna.graph.graph_set import GraphSet
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class DataPlateformError(Exception):
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pass
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class DataPlateform:
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def __init__(self):
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self._graphset = GraphSet()
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self._metadata_engine = ""
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self._transformations = {}
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self._datacatalogues = {}
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def add_datacatalague(self, name: str, datacatalogue: DataCatalogue):
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if name in self._datacatalogues:
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raise DataPlateformError("The datacatalogue {name} already exists")
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self._datacatalogues[name] = datacatalogue
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@property
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def datacatalogues(self):
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return list(self._datacatalogues)
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def get_datacatalogue(self, name: str):
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return self._datacatalogues[name]
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81
plesna/datastore/fake_datacatalogue.py
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81
plesna/datastore/fake_datacatalogue.py
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from pathlib import Path
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from pydantic import BaseModel, computed_field
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from plesna.models.storage import Schema, Table
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from .datacatalogue import DataCatalogue
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class FakeSchema(BaseModel):
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name: str
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@computed_field
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@property
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def ref(self) -> Schema:
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return Schema(
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id=str(self.name),
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value=str(self.name),
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)
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class FakeTable(BaseModel):
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name: str
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data: dict[str, list]
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@computed_field
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@property
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def ref(self) -> Table:
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return Table(
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id=str(self.name),
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value=str(self.name),
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)
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class FakeDataCatalogue(DataCatalogue):
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"""DataCatalogue based on dictionnaries"""
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def __init__(self, name: str):
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self.name = name
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def ls(
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self, dir="", only_files=False, only_directories=False, recursive=False
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) -> list[str]:
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dirpath = self._basepath / dir
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if only_files:
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return [
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str(f.relative_to(dirpath))
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for f in dirpath.iterdir()
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if not f.is_dir() and not str(f).startswith(".")
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]
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if only_directories:
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if recursive:
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return [
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str(f[0].relative_to(dirpath))
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for f in dirpath.walk()
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if not str(f).startswith(".")
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]
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return [
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str(f.relative_to(dirpath))
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for f in dirpath.iterdir()
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if f.is_dir() and not str(f).startswith(".")
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]
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return [
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str(f.relative_to(dirpath))
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for f in dirpath.iterdir()
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if not str(f).startswith(".")
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]
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def schemas(self) -> dict[str, FSSchema]:
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"""List schemas (sub directories within basepath)"""
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subdirectories = self.ls("", only_directories=True, recursive=True)
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return {str(path): FSSchema(path=path) for path in subdirectories}
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def tables(self, schema_id=".") -> dict[str, FSTable]:
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"""List table in schema (which are files in the directory)"""
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schema_path = schema_id
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return {path: FSTable(path=path) for path in self.ls(schema_path, only_files=True)}
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43
tests/dataplatform/test_dataplateform.py
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tests/dataplatform/test_dataplateform.py
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from pathlib import Path
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import pytest
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from plesna.dataplatform import DataPlateform
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from plesna.datastore.fs_datacatalogue import FSDataCatalogue
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FIXTURE_DIR = Path(__file__).parent / Path("raw_data")
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@pytest.fixture
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def raw_catalogue(tmp_path):
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raw_path = Path(tmp_path) / "raw"
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raw_path.mkdir()
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return FSDataCatalogue("raw", raw_path)
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@pytest.fixture
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def bronze_catalogue(tmp_path):
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bronze_path = Path(tmp_path) / "bronze"
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bronze_path.mkdir()
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return FSDataCatalogue("bronze", bronze_path)
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@pytest.fixture
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def silver_catalogue(tmp_path):
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silver_path = Path(tmp_path) / "silver"
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silver_path.mkdir()
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return FSDataCatalogue("silver", silver_path)
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def test_add_catalogue(
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raw_catalogue: FSDataCatalogue,
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bronze_catalogue: FSDataCatalogue,
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silver_catalogue: FSDataCatalogue,
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):
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dp = DataPlateform()
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dp.add_datacatalague("raw", raw_catalogue)
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dp.add_datacatalague("bronze", bronze_catalogue)
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dp.add_datacatalague("silver", silver_catalogue)
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assert dp.datacatalogues == ["raw", "bronze", "silver"]
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assert dp.get_datacatalogue("raw") == raw_catalogue
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BIN
tests/e2e/raw_data/salary.pdf
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BIN
tests/e2e/raw_data/salary.pdf
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tests/e2e/raw_data/username-password-recovery-code.xls
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tests/e2e/raw_data/username-password-recovery-code.xls
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tests/e2e/raw_data/username-password-recovery-code.xlsx
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tests/e2e/raw_data/username-password-recovery-code.xlsx
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7
tests/e2e/raw_data/username.csv
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7
tests/e2e/raw_data/username.csv
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Username;Identifier;First name;Last name
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booker12;9012;Rachel;Booker
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grey07;2070;Laura;Grey
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johnson81;4081;Craig;Johnson
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jenkins46;9346;Mary;Jenkins
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smith79;5079;Jamie;Smith
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39
tests/e2e/test_datalake.py
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tests/e2e/test_datalake.py
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from pathlib import Path
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import pytest
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from plesna.dataplatform import DataPlateform
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from plesna.datastore.fs_datacatalogue import FSDataCatalogue
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FIXTURE_DIR = Path(__file__).parent / Path("raw_data")
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@pytest.fixture
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def raw_catalogue(tmp_path):
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raw_path = Path(tmp_path) / "raw"
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return FSDataCatalogue(raw_path)
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@pytest.fixture
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def bronze_catalogue(tmp_path):
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bronze_path = Path(tmp_path) / "bronze"
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return FSDataCatalogue(bronze_path)
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@pytest.fixture
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def silver_catalogue(tmp_path):
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silver_path = Path(tmp_path) / "silver"
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return FSDataCatalogue(silver_path)
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@pytest.fixture
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def dataplateform(
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raw_catalogue: FSDataCatalogue,
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bronze_catalogue: FSDataCatalogue,
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silver_catalogue: FSDataCatalogue,
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):
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dp = DataPlateform()
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dp.add_datacatalague("raw", raw_catalogue)
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dp.add_datacatalague("bronze", bronze_catalogue)
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dp.add_datacatalague("silver", silver_catalogue)
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pass
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