feat: start datacatalogue
This commit is contained in:
parent
db14b4a49a
commit
646b3cfd92
27
plesna/dataplatform.py
Normal file
27
plesna/dataplatform.py
Normal file
@ -0,0 +1,27 @@
|
||||
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]
|
81
plesna/datastore/fake_datacatalogue.py
Normal file
81
plesna/datastore/fake_datacatalogue.py
Normal file
@ -0,0 +1,81 @@
|
||||
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)}
|
43
tests/dataplatform/test_dataplateform.py
Normal file
43
tests/dataplatform/test_dataplateform.py
Normal file
@ -0,0 +1,43 @@
|
||||
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
|
BIN
tests/e2e/raw_data/salary.pdf
Normal file
BIN
tests/e2e/raw_data/salary.pdf
Normal file
Binary file not shown.
BIN
tests/e2e/raw_data/username-password-recovery-code.xls
Normal file
BIN
tests/e2e/raw_data/username-password-recovery-code.xls
Normal file
Binary file not shown.
BIN
tests/e2e/raw_data/username-password-recovery-code.xlsx
Normal file
BIN
tests/e2e/raw_data/username-password-recovery-code.xlsx
Normal file
Binary file not shown.
7
tests/e2e/raw_data/username.csv
Normal file
7
tests/e2e/raw_data/username.csv
Normal file
@ -0,0 +1,7 @@
|
||||
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
|
||||
|
|
39
tests/e2e/test_datalake.py
Normal file
39
tests/e2e/test_datalake.py
Normal file
@ -0,0 +1,39 @@
|
||||
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
|
Loading…
Reference in New Issue
Block a user