feat: add schema and table listing

This commit is contained in:
Bertrand Benjamin 2024-07-27 17:39:09 +02:00
parent ed6d1c87d1
commit 5b53630688
10 changed files with 185 additions and 6 deletions

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@ -1,7 +1,10 @@
import dash
from dash import Dash, html, dcc
from .pages import home, config
app = Dash(__name__, use_pages=True)
dash.register_page(home.__name__, path='/', layout=home.layout)
dash.register_page(config.__name__, path='/config', layout=config.layout)
app.layout = html.Div([
html.H1('Plesna'),

13
dashboard/datalake.py Normal file
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@ -0,0 +1,13 @@
from .libs.stage.fs_stage import FSStage
from dotenv import dotenv_values
env = {
**dotenv_values(".env"),
}
stages = {
"raw": FSStage(f"{env['DATA_PATH']}/{env['RAW_SUBPATH']}"),
"staging": FSStage(f"{env['DATA_PATH']}/{env['STAGING_SUBPATH']}"),
"gold": FSStage(f"{env['DATA_PATH']}/{env['GOLD_SUBPATH']}"),
"mart": FSStage(f"{env['DATA_PATH']}/{env['MART_SUBPATH']}"),
}

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from .schema import AbstractSchema
from pathlib import Path
class FSSchema(AbstractSchema):
def __init__(self, basepath, metadata_engine=None):
self.basepath = basepath
self._metadata_engine = metadata_engine
def ls(self, dir, only_files=True):
dirpath = Path(dir)
if only_files:
return [f for f in dirpath.iterdir() if f.is_dir()]
return [f for f in dirpath.iterdir()]
def tables(self, dir, only_files=True):
dirpath = Path(dir)
if only_files:
return [f for f in dirpath.iterdir() if f.is_dir()]
return [f for f in dirpath.iterdir()]
def info(self, path):
path = Path(path)
pass
def read(self, path):
path = Path(path)
pass
def write(self, path, content):
path = Path(path)
pass
def delete(self, path):
path = Path(path)
pass

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@ -0,0 +1,48 @@
from .stage import AbstractStage
from pathlib import Path
class FSStage(AbstractStage):
def __init__(self, basepath, metadata_engine=None):
self.basepath = Path(basepath)
self._metadata_engine = metadata_engine
def ls(self, dir, only_files=False, only_directories=False) -> list[str]:
dirpath = Path(dir)
if only_files:
return [str(f.relative_to(dirpath)) for f in dirpath.iterdir() if not f.is_dir()]
if only_directories:
return [str(f.relative_to(dirpath)) for f in dirpath.iterdir() if f.is_dir()]
return [str(f.relative_to(dirpath)) for f in dirpath.iterdir()]
def schemas(self) -> list[str]:
dirpath = self.basepath
return self.ls(dirpath, only_directories=True)
def tables(self, schema:str) -> list[str]:
dirpath = self.basepath / schema
return self.ls(dirpath, only_files=True)
def build_table_path(self, table:str, schema:str):
table_path = self.basepath
if schema == '':
return table_path / table
return table_path / schema / table
def info(self, table:str, schema:str=''):
table_path = self.build_table_path(table, schema)
pass
def read(self, table:str, schema:str=''):
table_path = self.build_table_path(table, schema)
pass
def write(self, table:str, content, schema:str=''):
table_path = self.build_table_path(table, schema)
pass
def delete(self, table:str, schema:str=''):
table_path = self.build_table_path(table, schema)
pass

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@ -0,0 +1,5 @@
from abc import ABC
class AbstractMetadataEngine(ABC):
pass

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@ -0,0 +1,36 @@
import abc
from .metadata import AbstractMetadataEngine
class AbstractStage(abc.ABC):
metadata_engine = AbstractMetadataEngine
@abc.abstractmethod
def schemas():
""" List schemas """
raise NotImplementedError
@abc.abstractmethod
def tables(schema):
""" List table in schema"""
raise NotImplementedError
@abc.abstractmethod
def info(self, path):
""" Get infos about a file"""
raise NotImplementedError
@abc.abstractmethod
def read(self, path):
""" Get content of a file"""
raise NotImplementedError
@abc.abstractmethod
def write(self, path, content):
""" Write content into the file"""
raise NotImplementedError
@abc.abstractmethod
def delete(self, path):
""" Delete the file """
raise NotImplementedError

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@ -1,4 +1,3 @@
import dash
from dash import html
from dotenv import dotenv_values
import os
@ -9,8 +8,6 @@ env = {
}
dash.register_page(__name__, path='/config')
layout = html.Div([
html.H1('This is our Config page'),
html.Ul(children = [html.Li(f"{k} = {v}") for k,v in env.items()]),

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@ -1,9 +1,51 @@
import dash
from dash import html
from ..datalake import stages
from ..libs.stage.stage import AbstractStage
def html_list_schema(stage:AbstractStage, with_tables=True):
""" Build html list of schema in stage """
if with_tables:
return html.Ul(
[
html.Li(
children = [
html.Span(schema),
html_list_table(stage, schema)
]
) for schema in stage.schemas()
]
)
return html.Ul(
[
html.Li(schema) for schema in stage.schemas()
]
)
def html_list_table(stage:AbstractStage, schema:str):
""" Build html list of table in stage """
return html.Ul(
[
html.Li(table) for table in stage.tables(schema=schema)
]
)
dash.register_page(__name__, path='/')
layout = html.Div([
html.H1('This is our Home page'),
html.Div('This is our Home page content.'),
html.Div(children=[
html.Ul(
children=[
html.Li(
children=[
html.Span(stagename),
html_list_schema(stage)
]
) for stagename, stage in stages.items()
]
)
]),
])