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959b53e6a0
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2de0e5ef5c
@ -1,70 +0,0 @@
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from collections.abc import Callable
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from datetime import datetime
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import pandas as pd
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from pydantic import BaseModel
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from ..repository.repository import AbstractRepository
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class Schema(BaseModel):
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repository: str
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schema: str
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class Table(BaseModel):
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repository: str
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schema: str
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table: str
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class Flux(BaseModel):
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sources: list[Table]
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destinations: dict[str, Table]
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transformation: Callable[[list[pd.DataFrame]], dict[str, pd.DataFrame]]
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class State(BaseModel):
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statuses: dict[str, str]
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qty_out: int
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failed_lines: list[str]
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start: datetime
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end: datetime
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Repositories = dict[str, AbstractRepository]
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def open_source(repositories: Repositories, source: Table) -> pd.DataFrame:
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return repositories[source.repository].read(source.table, source.schema)
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def write_source(
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content: pd.DataFrame, repositories: Repositories, destination: Table
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) -> str:
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return repositories[destination.repository].write(
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content, destination.table, destination.schema
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)
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def consume_flux(flux: Flux, repositories: dict[str, AbstractRepository]) -> State:
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start = datetime.now()
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src_dfs = [open_source(repositories, source) for source in flux.sources]
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built_dfs = flux.transformation(src_dfs)
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statuses = {
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dest: write_source(df, repositories, flux.destinations[dest])
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for dest, df in built_dfs.items()
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}
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end = datetime.now()
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qty_out = 0
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failed_lines = []
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return State(
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statuses=statuses,
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qty_out=qty_out,
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failed_lines=failed_lines,
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start=start,
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end=end,
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)
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35
dashboard/libs/fs_schema.py
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35
dashboard/libs/fs_schema.py
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@ -0,0 +1,35 @@
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from .schema import AbstractSchema
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from pathlib import Path
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class FSSchema(AbstractSchema):
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def __init__(self, basepath, metadata_engine=None):
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self.basepath = basepath
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self._metadata_engine = metadata_engine
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def ls(self, dir, only_files=True):
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dirpath = Path(dir)
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if only_files:
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return [f for f in dirpath.iterdir() if f.is_dir()]
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return [f for f in dirpath.iterdir()]
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def tables(self, dir, only_files=True):
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dirpath = Path(dir)
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if only_files:
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return [f for f in dirpath.iterdir() if f.is_dir()]
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return [f for f in dirpath.iterdir()]
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def info(self, path):
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path = Path(path)
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pass
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def read(self, path):
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path = Path(path)
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pass
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def write(self, path, content):
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path = Path(path)
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pass
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def delete(self, path):
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path = Path(path)
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pass
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@ -55,7 +55,7 @@ class FSRepository(AbstractRepository):
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raise ValueError("Can't open the table")
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def write(self, content, table:str, schema:str='.'):
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def write(self, table:str, content, schema:str='.'):
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table_path = self.build_table_path(table, schema)
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pass
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@ -1,5 +1,4 @@
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import abc
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from .metadata import AbstractMetadataEngine
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@ -7,31 +6,31 @@ class AbstractRepository(abc.ABC):
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metadata_engine = AbstractMetadataEngine
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@abc.abstractmethod
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def schemas(self) -> list[str]:
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"""List schemas"""
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def schemas():
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""" List schemas """
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raise NotImplementedError
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@abc.abstractmethod
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def tables(self, schema) -> list[str]:
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"""List table in schema"""
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def tables(schema):
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""" List table in schema"""
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raise NotImplementedError
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@abc.abstractmethod
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def infos(self, table: str, schema: str) -> dict[str, str]:
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"""Get infos about the table"""
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def info(self, path):
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""" Get infos about a file"""
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raise NotImplementedError
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@abc.abstractmethod
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def read(self, table: str, schema: str):
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"""Get content of the table"""
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def read(self, path):
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""" Get content of a file"""
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raise NotImplementedError
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@abc.abstractmethod
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def write(self, content, table: str, schema: str):
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"""Write content into the table"""
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def write(self, path, content):
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""" Write content into the file"""
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raise NotImplementedError
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@abc.abstractmethod
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def delete_table(self, table: str, schema: str):
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"""Delete the table"""
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def delete(self, path):
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""" Delete the file """
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raise NotImplementedError
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import pandas as pd
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import pytest
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from dashboard.libs.repository.repository import AbstractRepository
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FakeTable = pd.DataFrame
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FakeSchema = dict[str, pd.DataFrame]
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FakeSchemas = dict[str, FakeSchema]
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class FakeRepository(AbstractRepository):
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def __init__(self, schemas: FakeSchemas):
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self._schemas = {}
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for schema_name, tables in schemas.items():
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schema = {}
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for table, df in tables.items():
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schema[table] = {
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"df": df,
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"metadata": {
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"status": "new",
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"qty_read": 0,
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"qty_write": 0,
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},
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}
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self._schemas[schema_name] = schema
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def schemas(self):
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"""List schemas"""
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return list(self._schemas.keys())
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def tables(self, schema):
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"""List table's name in schema"""
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return list(self._schemas[schema].keys())
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def infos(self, table: str, schema: str) -> dict[str, str]:
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"""Get infos about the table"""
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return self._schemas[schema][table]["metadata"]
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def read(self, table, schema) -> pd.DataFrame:
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"""Get content of the table"""
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self._schemas[schema][table]["metadata"]["qty_read"] += 1
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return self._schemas[schema][table]["df"]
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def write(self, content, table, schema) -> dict[str, str]:
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"""Write content into the table"""
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self._schemas[schema][table]["df"] = content
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self._schemas[schema][table]["metadata"]["status"] = "modified"
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self._schemas[schema][table]["metadata"]["qty_write"] += 1
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return self.infos(table, schema)
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def delete_table(self, table, schema):
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"""Delete the table"""
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raise NotImplementedError
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def test_fakerepository():
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fakerepository = FakeRepository(
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{
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"foo": {
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"table1": pd.DataFrame({"A": []}),
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"table2": pd.DataFrame({"B": []}),
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},
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"bar": {
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"table1": pd.DataFrame({"C": []}),
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"table2": pd.DataFrame({"D": []}),
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},
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}
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)
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assert fakerepository.schemas() == ["foo", "bar"]
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assert fakerepository.tables("foo") == ["table1", "table2"]
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assert fakerepository.infos("table1", "foo") == {
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"status": "new",
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"qty_read": 0,
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"qty_write": 0,
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}
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assert fakerepository.read("table1", "foo").equals(pd.DataFrame({"A": []}))
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assert fakerepository.infos("table1", "foo") == {
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"status": "new",
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"qty_read": 1,
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"qty_write": 0,
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}
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df = pd.DataFrame({"A": [1, 2]})
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assert fakerepository.write(df, "table1", "foo") == {
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"status": "modified",
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"qty_read": 1,
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"qty_write": 1,
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}
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