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11 Commits
bb691acc14
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dags
Author | SHA1 | Date | |
---|---|---|---|
ec19534094 | |||
d4428187d1 | |||
9118feb4c6 | |||
d7716a4b8e | |||
478a8c2403 | |||
8882317a47 | |||
2a387a1bc8 | |||
eec3a13dbb | |||
8623cd5960 | |||
543b3fe98e | |||
1a49158afa |
@@ -5,7 +5,7 @@ from plesna.graph.graph_set import GraphSet
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from plesna.models.flux import Flux, FluxMetaData
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from plesna.models.graphs import Node
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from plesna.models.libs.flux_graph import flux_to_edgeonset
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from plesna.storage.repository.repository import Repository
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from plesna.storage.data_repository.data_repository import DataRepository
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class DataPlateformError(Exception):
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@@ -18,7 +18,7 @@ class DataPlateform:
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self._fluxes = {}
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self._repositories = {}
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def add_repository(self, repository: Repository) -> str:
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def add_repository(self, repository: DataRepository) -> str:
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if repository.id in self._repositories:
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raise DataPlateformError("The repository {repository.id} already exists")
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@@ -29,27 +29,31 @@ class DataPlateform:
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def repositories(self) -> list[str]:
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return list(self._repositories)
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def repository(self, id: str) -> Repository:
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def repository(self, id: str) -> DataRepository:
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return self._repositories[id]
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def add_flux(self, name: str, flux: Flux) -> str:
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if name in self._fluxes:
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raise DataPlateformError("The flux {name} already exists")
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def is_valid_flux(self, flux: Flux) -> bool:
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return True
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self._fluxes[name] = flux
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return name
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def add_flux(self, flux: Flux) -> str:
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if flux.id in self._fluxes:
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raise DataPlateformError("The flux {flux} already exists")
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assert self.is_valid_flux(flux)
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self._fluxes[flux.id] = flux
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return flux.id
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@property
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def fluxes(self) -> list[str]:
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return list(self._fluxes)
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def flux(self, name: str) -> Flux:
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return self._fluxes[name]
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def flux(self, flux_id: str) -> Flux:
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return self._fluxes[flux_id]
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def execute_flux(self, name: str) -> FluxMetaData:
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if name not in self._fluxes:
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raise DataPlateformError("The flux {name} is not registered")
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return consume_flux(self._fluxes[name])
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def execute_flux(self, flux_id: str) -> FluxMetaData:
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if flux_id not in self._fluxes:
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raise DataPlateformError("The flux {flux_id} is not registered")
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return consume_flux(self._fluxes[flux_id])
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def graphset(
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self,
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@@ -3,7 +3,7 @@ import abc
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from plesna.models.storage import Partition, Schema, Table
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class Repository:
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class DataRepository:
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def __init__(self, id: str, name: str):
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self._id = id
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self._name = name
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@@ -3,8 +3,8 @@ from pathlib import Path
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from pydantic import BaseModel, computed_field
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from plesna.libs.string_tools import extract_values_from_pattern
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from plesna.models.storage import Partition, Schema, Table
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from plesna.storage.repository.repository import Repository
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from plesna.models.storage import Schema, Table
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from plesna.storage.data_repository.data_repository import DataRepository
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class FSTable(BaseModel):
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@@ -58,8 +58,8 @@ class FSRepositoryError(ValueError):
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pass
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class FSRepository(Repository):
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"""Repository based on files tree structure
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class FSDataRepository(DataRepository):
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"""Data Repository based on files tree structure
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- first level: schemas
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- second level: tables
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0
plesna/storage/metadata_repository/__init__.py
Normal file
0
plesna/storage/metadata_repository/__init__.py
Normal file
132
plesna/storage/metadata_repository/fs_metadata_repository.py
Normal file
132
plesna/storage/metadata_repository/fs_metadata_repository.py
Normal file
@@ -0,0 +1,132 @@
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from pathlib import Path
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from datetime import datetime
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import csv
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import json
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from typing import Iterable
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from plesna.libs.string_tools import StringToolsError, extract_values_from_pattern
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from plesna.storage.metadata_repository.metadata_repository import (
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ExecutionLog,
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MetaDataRepository,
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ModificationLog,
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)
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class FSMetaDataRepositoryError(ValueError):
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pass
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class FSMetaDataRepository(MetaDataRepository):
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"""MetaData Repository based on csv files
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Files organisations: executions and modifications are stored in csv file according to ***_FILEMODEL
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"""
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OBJECTS = {
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"flux": {"filemodel": "{id}_execution.csv", "logmodel": ExecutionLog},
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"table": {"filemodel": "{id}_execution.csv", "logmodel": ModificationLog},
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}
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def __init__(self, basepath: str):
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super().__init__()
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self._basepath = Path(basepath)
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assert self._basepath.exists()
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def get_things(self, what: str) -> list[str]:
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"""List all ids for 'what'"""
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whats = []
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for filepath in self._basepath.iterdir():
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try:
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founded = extract_values_from_pattern(
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self.OBJECTS[what]["filemodel"], filepath.name
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)
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except StringToolsError:
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pass
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else:
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whats.append(founded["id"])
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return whats
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def fluxes(self) -> list[str]:
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"""List fluxes's ids"""
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return self.get_things(what="flux")
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def tables(
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self,
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) -> list[str]:
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"""List all table's ids"""
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return self.get_things(what="table")
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def _add_thing(self, what: str, id: str) -> str:
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"""Add the new things 'what'"""
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filepath = self._basepath / self.OBJECTS[what]["filemodel"].format(id=id)
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filepath.touch()
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with open(filepath, "a") as csvfile:
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writer = csv.DictWriter(
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csvfile, fieldnames=self.OBJECTS[what]["logmodel"].model_fields.keys()
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)
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writer.writeheader()
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return id
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def add_flux(self, flux_id: str) -> str:
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"""Get the flux metadata"""
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return self._add_thing(what="flux", id=flux_id)
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def add_table(self, table_id: str) -> str:
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"""Get the table metadata"""
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return self._add_thing(what="table", id=table_id)
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def _register_things_event(self, what: str, id: str, dt: datetime, event: dict) -> ExecutionLog:
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filepath = self._basepath / self.OBJECTS[what]["filemodel"].format(id=id)
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if not filepath.exists:
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raise FSMetaDataRepositoryError(f"The {what} {id} hasn't been added yet.")
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metadata_ = self.OBJECTS[what]["logmodel"](datetime=dt, **event)
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with open(filepath, "a") as csvfile:
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writer = csv.DictWriter(
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csvfile, fieldnames=self.OBJECTS[what]["logmodel"].model_fields.keys()
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)
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writer.writerow(metadata_.to_flat_dict())
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return metadata_
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def register_flux_execution(self, flux_id: str, dt: datetime, output: dict) -> ExecutionLog:
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"""Get the flux metadata"""
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return self._register_things_event("flux", flux_id, dt, {"output": {"data": output}})
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def register_table_modification(self, table_id: str, dt: datetime, flux_id: str) -> str:
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"""Get the table metadata"""
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return self._register_things_event("table", table_id, dt, {"flux_id": flux_id})
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def _get_all_log(self, what: str, id: str) -> Iterable[dict]:
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"""Generate log dict from history"""
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filepath = self._basepath / self.OBJECTS[what]["filemodel"].format(id=id)
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if not filepath.exists:
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raise FSMetaDataRepositoryError(f"The {what} {id} hasn't been added yet.")
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with open(filepath, "r") as csvfile:
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reader = csv.DictReader(csvfile)
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for row in reader:
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yield row
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def flux_logs(self, flux_id: str) -> list[ExecutionLog]:
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"""Get all flux logs"""
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logs = []
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for logline in self._get_all_log("flux", flux_id):
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logline["output"] = json.loads(logline["output"])
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logs.append(self.OBJECTS["flux"]["logmodel"](**logline))
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return logs
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def flux(self, flux_id: str) -> ExecutionLog:
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"""Get the last flux log"""
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return max(self.flux_logs(flux_id), key=lambda l: l.datetime)
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def table_logs(self, table_id: str) -> list[ModificationLog]:
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"""Get all table's modification metadatas"""
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return [ModificationLog(**log) for log in self._get_all_log("table", table_id)]
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def table(self, table_id: str) -> ModificationLog:
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"""Get the last table's modification metadatas"""
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return max(self.table_logs(table_id), key=lambda l: l.datetime)
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81
plesna/storage/metadata_repository/metadata_repository.py
Normal file
81
plesna/storage/metadata_repository/metadata_repository.py
Normal file
@@ -0,0 +1,81 @@
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import abc
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from datetime import datetime
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from pydantic import BaseModel
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from plesna.models.flux import FluxMetaData
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class ModificationLog(BaseModel):
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datetime: datetime
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flux_id: str
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def to_flat_dict(self):
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return {"datetime": self.datetime.isoformat(), "flux_id": self.flux_id}
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class ExecutionLog(BaseModel):
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datetime: datetime
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output: FluxMetaData
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def to_flat_dict(self):
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return {"datetime": self.datetime.isoformat(), "output": self.output.model_dump_json()}
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class MetaDataRepository:
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"""Object that stores metadata about flux, schema, tables"""
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def __init__(self):
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pass
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@abc.abstractmethod
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def fluxes(self) -> list[str]:
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"""List fluxes's ids"""
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raise NotImplementedError
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@abc.abstractmethod
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def add_flux(self, flux_id: str) -> str:
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"""Get the flux metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def register_flux_execution(self, flux_id: str, dt: datetime, metadata: dict) -> str:
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"""Get the flux metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def flux(self, schema_id: str) -> ExecutionLog:
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"""Get the flux last execution metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def flux_logs(self, schema_id: str) -> list[ExecutionLog]:
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"""Get all the flux execution metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def tables(
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self,
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) -> list[str]:
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"""List all table's ids"""
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raise NotImplementedError
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@abc.abstractmethod
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def add_table(self, table_id: str) -> str:
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"""Get the table metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def register_table_modification(self, table_id: str, dt: datetime, metadata: dict) -> str:
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"""Get the table metadata"""
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raise NotImplementedError
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@abc.abstractmethod
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def table(self, table_id: str) -> ModificationLog:
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"""Get the last table's modification metadatas"""
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raise NotImplementedError
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@abc.abstractmethod
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def table_logs(self, table_id: str) -> list[ModificationLog]:
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"""Get all table's modification metadatas"""
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raise NotImplementedError
|
16
pyproject.toml
Normal file
16
pyproject.toml
Normal file
@@ -0,0 +1,16 @@
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[project]
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name = "plesna"
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version = "0.1.0"
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description = "Add your description here"
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readme = "README.md"
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requires-python = ">=3.13"
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dependencies = [
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"ruff>=0.8.5",
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]
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[tool.ruff]
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line-length = 100
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indent-width = 4
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[tool.ruff.lint]
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select = ["E", "F"]
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ignore = ["F401"]
|
@@ -6,13 +6,13 @@ import pytest
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from plesna.dataplatform import DataPlateform
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from plesna.models.graphs import Edge, EdgeOnSet, Node
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from plesna.models.flux import Flux, Transformation
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from plesna.storage.repository.fs_repository import FSRepository
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from plesna.storage.data_repository.fs_data_repository import FSDataRepository
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FIXTURE_DIR = Path(__file__).parent.parent / Path("raw_datas")
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@pytest.fixture
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def repository(tmp_path) -> FSRepository:
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def repository(tmp_path) -> FSDataRepository:
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example_src = FIXTURE_DIR
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assert example_src.exists()
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@@ -24,11 +24,11 @@ def repository(tmp_path) -> FSRepository:
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silver_path = Path(tmp_path) / "silver"
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silver_path.mkdir()
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return FSRepository("test", "test", tmp_path)
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return FSDataRepository("test", "test", tmp_path)
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def test_add_repository(
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repository: FSRepository,
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repository: FSDataRepository,
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):
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dp = DataPlateform()
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dp.add_repository(repository)
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@@ -39,7 +39,7 @@ def test_add_repository(
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|
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@pytest.fixture
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def copy_flux(repository: FSRepository) -> Flux:
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def copy_flux(repository: FSDataRepository) -> Flux:
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raw_username = [repository.table("test-raw-username")]
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bronze_username = [repository.table("test-bronze-username")]
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@@ -62,7 +62,7 @@ def copy_flux(repository: FSRepository) -> Flux:
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|
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|
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@pytest.fixture
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def foo_flux(repository: FSRepository) -> Flux:
|
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def foo_flux(repository: FSDataRepository) -> Flux:
|
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src = [
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repository.table("test-raw-username"),
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repository.table("test-raw-recovery"),
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@@ -84,22 +84,22 @@ def foo_flux(repository: FSRepository) -> Flux:
|
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return flux
|
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|
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|
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def test_add_flux(repository: FSRepository, copy_flux: Flux):
|
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def test_add_flux(repository: FSDataRepository, copy_flux: Flux, foo_flux: Flux):
|
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dataplatform = DataPlateform()
|
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dataplatform.add_repository(repository)
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|
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dataplatform.add_flux(name="copy_flux", flux=copy_flux)
|
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dataplatform.add_flux(flux=copy_flux)
|
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assert dataplatform.fluxes == ["copy_flux"]
|
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dataplatform.add_flux(name="copy_flux_bis", flux=copy_flux)
|
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assert dataplatform.fluxes == ["copy_flux", "copy_flux_bis"]
|
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dataplatform.add_flux(flux=foo_flux)
|
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assert dataplatform.fluxes == ["copy_flux", "foo_flux"]
|
||||
|
||||
assert dataplatform.flux("copy_flux") == copy_flux
|
||||
assert dataplatform.flux("copy_flux_bis") == copy_flux
|
||||
assert dataplatform.flux("foo_flux") == foo_flux
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def dataplatform(
|
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repository: FSRepository,
|
||||
repository: FSDataRepository,
|
||||
foo_flux: Flux,
|
||||
copy_flux: Flux,
|
||||
) -> DataPlateform:
|
||||
@@ -107,8 +107,8 @@ def dataplatform(
|
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|
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dp.add_repository(repository)
|
||||
|
||||
dp.add_flux("foo", foo_flux)
|
||||
dp.add_flux("raw_brz_copy_username", copy_flux)
|
||||
dp.add_flux(foo_flux)
|
||||
dp.add_flux(copy_flux)
|
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return dp
|
||||
|
||||
|
||||
@@ -269,12 +269,12 @@ def test_content_from_graph_arguments(dataplatform: DataPlateform):
|
||||
|
||||
|
||||
def test_execute_flux(dataplatform: DataPlateform):
|
||||
meta = dataplatform.execute_flux("foo")
|
||||
meta = dataplatform.execute_flux("foo_flux")
|
||||
assert meta.data == {"who": "foo"}
|
||||
|
||||
assert dataplatform.repository("test").schema("test-bronze").tables == []
|
||||
|
||||
meta = dataplatform.execute_flux("raw_brz_copy_username")
|
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meta = dataplatform.execute_flux("copy_flux")
|
||||
assert meta.data == {"src_size": 283, "tgt_size": 283}
|
||||
|
||||
assert dataplatform.repository("test").schema("test-bronze").tables == ["test-bronze-username"]
|
||||
|
@@ -1,39 +0,0 @@
|
||||
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
|
||||
|
@@ -3,7 +3,7 @@ from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from plesna.storage.repository.fs_repository import FSRepository
|
||||
from plesna.storage.data_repository.fs_data_repository import FSDataRepository
|
||||
|
||||
FIXTURE_DIR = Path(__file__).parent.parent / Path("./raw_datas/")
|
||||
|
||||
@@ -20,7 +20,7 @@ def location(tmp_path):
|
||||
|
||||
|
||||
def test_init(location):
|
||||
repo = FSRepository("example", "example", location)
|
||||
repo = FSDataRepository("example", "example", location)
|
||||
assert repo.ls() == [
|
||||
"schema",
|
||||
]
|
||||
@@ -44,8 +44,8 @@ def test_init(location):
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def repository(location) -> FSRepository:
|
||||
return FSRepository("repo_id", "example", location)
|
||||
def repository(location) -> FSDataRepository:
|
||||
return FSDataRepository("repo_id", "example", location)
|
||||
|
||||
|
||||
def test_list_schemas(repository):
|
182
tests/storage/test_fs_metadata_repository.py
Normal file
182
tests/storage/test_fs_metadata_repository.py
Normal file
@@ -0,0 +1,182 @@
|
||||
from datetime import datetime
|
||||
import shutil
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from plesna.models.flux import FluxMetaData
|
||||
from plesna.storage.metadata_repository.fs_metadata_repository import FSMetaDataRepository
|
||||
from plesna.storage.metadata_repository.metadata_repository import ExecutionLog, ModificationLog
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def location(tmp_path):
|
||||
catalogpath = tmp_path / "catalog"
|
||||
catalogpath.mkdir()
|
||||
|
||||
return catalogpath
|
||||
|
||||
|
||||
def test_init(location):
|
||||
repo = FSMetaDataRepository(location)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def metadata_repository(location) -> FSMetaDataRepository:
|
||||
return FSMetaDataRepository(location)
|
||||
|
||||
|
||||
def test_add_flux(location, metadata_repository):
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_flux(flux_id)
|
||||
|
||||
metadata_filepath = location / metadata_repository.OBJECTS["flux"]["filemodel"].format(
|
||||
id=flux_id
|
||||
)
|
||||
assert metadata_filepath.exists()
|
||||
|
||||
with open(metadata_filepath, "r") as csvfile:
|
||||
content = csvfile.read()
|
||||
assert content == "datetime,output\n"
|
||||
|
||||
|
||||
def test_add_and_list_fluxes(metadata_repository):
|
||||
flux_ids = ["my_flux", "flux2", "blahblah"]
|
||||
for f in flux_ids:
|
||||
metadata_repository.add_flux(f)
|
||||
assert metadata_repository.fluxes() == flux_ids
|
||||
|
||||
|
||||
def test_register_flux_execution(location, metadata_repository):
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_flux(flux_id)
|
||||
|
||||
metadata_repository.register_flux_execution(
|
||||
flux_id,
|
||||
datetime(2023, 3, 15, 14, 30),
|
||||
output={
|
||||
"truc": "machin",
|
||||
},
|
||||
)
|
||||
|
||||
metadata_filepath = location / metadata_repository.OBJECTS["flux"]["filemodel"].format(
|
||||
id=flux_id
|
||||
)
|
||||
with open(metadata_filepath, "r") as csvfile:
|
||||
content = csvfile.read()
|
||||
assert (
|
||||
content == 'datetime,output\n2023-03-15T14:30:00,"{""data"":{""truc"":""machin""}}"\n'
|
||||
)
|
||||
|
||||
|
||||
def test_register_and_get_exec_logs(metadata_repository):
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_flux(flux_id)
|
||||
|
||||
metadata_repository.register_flux_execution(
|
||||
flux_id,
|
||||
datetime(2023, 3, 15, 14, 30),
|
||||
output={"truc": "machin"},
|
||||
)
|
||||
metadata_repository.register_flux_execution(
|
||||
flux_id,
|
||||
datetime(2024, 3, 15, 14, 30),
|
||||
output={
|
||||
"truc": "chose",
|
||||
},
|
||||
)
|
||||
|
||||
logs = metadata_repository.flux_logs(flux_id)
|
||||
assert logs == [
|
||||
ExecutionLog(
|
||||
datetime=datetime(2023, 3, 15, 14, 30),
|
||||
output=FluxMetaData(data={"truc": "machin"}),
|
||||
),
|
||||
ExecutionLog(
|
||||
datetime=datetime(2024, 3, 15, 14, 30),
|
||||
output=FluxMetaData(data={"truc": "chose"}),
|
||||
),
|
||||
]
|
||||
|
||||
|
||||
def test_register_and_get_last_exec_log(metadata_repository):
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_flux(flux_id)
|
||||
|
||||
metadata_repository.register_flux_execution(
|
||||
flux_id,
|
||||
datetime(2023, 3, 15, 14, 30),
|
||||
output={"truc": "machin"},
|
||||
)
|
||||
metadata_repository.register_flux_execution(
|
||||
flux_id,
|
||||
datetime(2024, 3, 15, 14, 30),
|
||||
output={
|
||||
"truc": "chose",
|
||||
},
|
||||
)
|
||||
|
||||
logs = metadata_repository.flux(flux_id)
|
||||
assert logs == ExecutionLog(
|
||||
datetime=datetime(2024, 3, 15, 14, 30),
|
||||
output=FluxMetaData(data={"truc": "chose"}),
|
||||
)
|
||||
|
||||
|
||||
def test_add_and_list_tables(metadata_repository):
|
||||
table_ids = ["my_table", "table2", "blahblah"]
|
||||
for f in table_ids:
|
||||
metadata_repository.add_table(f)
|
||||
assert metadata_repository.tables() == table_ids
|
||||
|
||||
|
||||
def test_register_table_modification(location, metadata_repository):
|
||||
table_id = "my_table"
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_table(table_id)
|
||||
|
||||
metadata_repository.register_table_modification(
|
||||
table_id, datetime(2023, 3, 15, 14, 30), flux_id
|
||||
)
|
||||
|
||||
metadata_filepath = location / metadata_repository.OBJECTS["table"]["filemodel"].format(
|
||||
id=table_id
|
||||
)
|
||||
with open(metadata_filepath, "r") as csvfile:
|
||||
content = csvfile.read()
|
||||
assert content == "datetime,flux_id\n2023-03-15T14:30:00,my_flux\n"
|
||||
|
||||
|
||||
def test_register_and_get_mod_logs(metadata_repository):
|
||||
table_id = "my_table"
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_table(table_id)
|
||||
|
||||
metadata_repository.register_table_modification(
|
||||
table_id, datetime(2023, 3, 15, 14, 30), flux_id
|
||||
)
|
||||
metadata_repository.register_table_modification(
|
||||
table_id, datetime(2024, 3, 15, 14, 30), flux_id
|
||||
)
|
||||
|
||||
logs = metadata_repository.table_logs(table_id)
|
||||
assert logs == [
|
||||
ModificationLog(datetime=datetime(2023, 3, 15, 14, 30), flux_id=flux_id),
|
||||
ModificationLog(datetime=datetime(2024, 3, 15, 14, 30), flux_id=flux_id),
|
||||
]
|
||||
|
||||
|
||||
def test_register_and_get_last_log(metadata_repository):
|
||||
table_id = "my_table"
|
||||
flux_id = "my_flux"
|
||||
metadata_repository.add_table(table_id)
|
||||
|
||||
metadata_repository.register_table_modification(
|
||||
table_id, datetime(2023, 3, 15, 14, 30), flux_id
|
||||
)
|
||||
metadata_repository.register_table_modification(
|
||||
table_id, datetime(2024, 3, 15, 14, 30), flux_id
|
||||
)
|
||||
|
||||
logs = metadata_repository.table(table_id)
|
||||
assert logs == ModificationLog(datetime=datetime(2024, 3, 15, 14, 30), flux_id=flux_id)
|
Reference in New Issue
Block a user