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5450de8628
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5450de8628 | |||
08c7fbe4c5 |
@ -25,7 +25,7 @@ class Flux(BaseModel):
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class State(BaseModel):
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class State(BaseModel):
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statuses: dict[str, str]
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statuses: dict[str, dict]
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qty_out: int
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qty_out: int
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failed_lines: list[str]
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failed_lines: list[str]
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start: datetime
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start: datetime
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@ -10,55 +10,60 @@ class FSRepository(AbstractRepository):
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self.name = name
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self.name = name
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self.basepath = Path(basepath)
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self.basepath = Path(basepath)
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assert self.basepath.exists()
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self._metadata_engine = metadata_engine
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self._metadata_engine = metadata_engine
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def ls(self, dir, only_files=False, only_directories=False, recursive=False) -> list[str]:
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def ls(
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dirpath = Path(dir)
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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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if only_files:
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return [str(f.relative_to(dirpath)) for f in dirpath.iterdir() if not f.is_dir()]
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return [
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str(f.relative_to(dirpath)) for f in dirpath.iterdir() if not f.is_dir()
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]
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if only_directories:
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if only_directories:
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if recursive:
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if recursive:
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return [str(f[0].relative_to(dirpath)) for f in dirpath.walk()]
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return [str(f[0].relative_to(dirpath)) for f in dirpath.walk()]
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return [str(f.relative_to(dirpath)) for f in dirpath.iterdir() if f.is_dir()]
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return [
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str(f.relative_to(dirpath)) for f in dirpath.iterdir() if f.is_dir()
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]
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return [str(f.relative_to(dirpath)) for f in dirpath.iterdir()]
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return [str(f.relative_to(dirpath)) for f in dirpath.iterdir()]
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def schemas(self, recursive=True) -> list[str]:
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def schemas(self, recursive=True) -> list[str]:
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dirpath = self.basepath
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return self.ls("", only_directories=True, recursive=True)
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return self.ls(dirpath, only_directories=True, recursive=True)
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def tables(self, schema:str) -> list[str]:
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def tables(self, schema: str = ".") -> list[str]:
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dirpath = self.basepath / schema
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return self.ls(schema, only_files=True)
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return self.ls(dirpath, only_files=True)
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def build_table_path(self, table: str, schema: str):
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def build_table_path(self, table: str, schema: str):
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table_path = self.basepath
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table_path = self.basepath
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if schema == '.':
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if schema == ".":
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return table_path / table
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return table_path / table
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return table_path / schema / table
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return table_path / schema / table
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def info(self, table:str, schema:str='.'):
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def infos(self, table: str, schema: str = "."):
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table_path = self.build_table_path(table, schema)
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table_path = self.build_table_path(table, schema)
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pass
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pass
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def read(self, table:str, schema:str='.', read_options={}):
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def read(self, table: str, schema: str = ".", read_options={}):
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table_path = self.build_table_path(table, schema)
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table_path = self.build_table_path(table, schema)
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extension = table_path.suffix
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extension = table_path.suffix
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if extension == '.csv':
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if extension == ".csv":
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return pd.read_csv(table_path, **read_options)
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return pd.read_csv(table_path, **read_options)
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if extension == '.xlsx':
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if extension == ".xlsx":
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return pd.read_excel(table_path, **read_options)
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return pd.read_excel(table_path, **read_options)
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raise ValueError("Can't open the table")
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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, content, table: str, schema: str = "."):
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table_path = self.build_table_path(table, schema)
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table_path = self.build_table_path(table, schema)
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pass
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pass
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def delete(self, table:str, schema:str='.'):
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def delete_table(self, table: str, schema: str = "."):
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table_path = self.build_table_path(table, schema)
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table_path = self.build_table_path(table, schema)
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pass
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pass
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0
tests/repository/__init__.py
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0
tests/repository/__init__.py
Normal file
BIN
tests/repository/fs_examples/salary.pdf
Normal file
BIN
tests/repository/fs_examples/salary.pdf
Normal file
Binary file not shown.
Binary file not shown.
7
tests/repository/fs_examples/username.csv
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7
tests/repository/fs_examples/username.csv
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@ -0,0 +1,7 @@
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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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46
tests/repository/test_fs_repository.py
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tests/repository/test_fs_repository.py
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@ -0,0 +1,46 @@
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import shutil
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from pathlib import Path
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import pytest
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from dashboard.libs.repository.fs_repository import FSRepository
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EXAMPLE_DIR = "./tests/repository/fs_examples/"
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@pytest.fixture
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def location(tmp_path):
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loc = tmp_path
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username_loc = loc / "username"
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username_loc.mkdir()
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salary_loc = loc / "salary"
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salary_loc.mkdir()
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example_src = Path(EXAMPLE_DIR)
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for f in example_src.glob("*"):
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if "username" in str(f):
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shutil.copy(f, username_loc)
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else:
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shutil.copy(f, salary_loc)
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return loc
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def test_init(location):
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repo = FSRepository("example", location)
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assert repo.ls() == [
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"username",
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"salary",
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]
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assert repo.schemas() == [
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".",
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"username",
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"salary",
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]
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assert repo.tables() == []
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assert repo.tables("username") == [
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"username.csv",
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"username-password-recovery-code.xlsx",
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]
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assert repo.tables("salary") == ["salary.pdf"]
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@ -1,6 +1,7 @@
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import pandas as pd
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import pandas as pd
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import pytest
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import pytest
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from dashboard.libs.flux.flux import Flux, consume_flux
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from dashboard.libs.repository.repository import AbstractRepository
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from dashboard.libs.repository.repository import AbstractRepository
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FakeTable = pd.DataFrame
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FakeTable = pd.DataFrame
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@ -43,7 +44,17 @@ class FakeRepository(AbstractRepository):
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def write(self, content, table, schema) -> dict[str, str]:
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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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"""Write content into the table"""
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try:
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self._schemas[schema][table]["df"] = content
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self._schemas[schema][table]["df"] = content
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except KeyError:
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self._schemas[schema][table] = {
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"df": content,
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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][table]["metadata"]["status"] = "modified"
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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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self._schemas[schema][table]["metadata"]["qty_write"] += 1
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return self.infos(table, schema)
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return self.infos(table, schema)
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@ -86,3 +97,35 @@ def test_fakerepository():
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"qty_read": 1,
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"qty_read": 1,
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"qty_write": 1,
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"qty_write": 1,
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}
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}
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def test_consume_flux():
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source_repository = FakeRepository(
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{
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"source": {
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"table1": pd.DataFrame({"A": [1, 2, 3]}),
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},
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}
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)
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dest_repository = FakeRepository(
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{
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"destination": {},
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}
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)
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repositories = {
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"source": source_repository,
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"dest": dest_repository,
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}
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transformation = lambda dfs: {"dest": dfs[0] * 2}
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flux = Flux(
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sources=[{"repository": "source", "schema": "source", "table": "table1"}],
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destinations={
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"dest": {"repository": "dest", "schema": "destination", "table": "table1"}
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},
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transformation=transformation,
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)
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state = consume_flux(flux, repositories)
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assert state.statuses["dest"] == {'status': 'modified', 'qty_read': 0, 'qty_write': 1}
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assert dest_repository.read("table1", "destination").equals(pd.DataFrame({"A": [2, 4, 6]}))
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