feat: new Columnar upload form and API (#28192)

This commit is contained in:
Daniel Vaz Gaspar
2024-05-06 15:51:42 +01:00
committed by GitHub
parent f5843fe588
commit 9a339f08a7
29 changed files with 2267 additions and 1232 deletions

View File

@@ -20,6 +20,9 @@ from typing import Any
import numpy as np
import pytest
import xlsxwriter
from werkzeug.datastructures import FileStorage
from xlsxwriter.workbook import Worksheet
from superset.commands.database.exceptions import DatabaseUploadFailed
from superset.commands.database.uploaders.excel_reader import (
@@ -50,6 +53,18 @@ EXCEL_DATA_DECIMAL_CHAR = {
}
def write_data_to_worksheet(
worksheet: Worksheet, header: list[str], data: list[list[Any]]
):
all_data = [header] + data
row = 0
col = 0
for name, age in all_data:
worksheet.write(row, col, name)
worksheet.write(row, col + 1, age)
row += 1
@pytest.mark.parametrize(
"file, options, expected_cols, expected_values",
[
@@ -175,6 +190,23 @@ def test_excel_reader_file_to_dataframe(file, options, expected_cols, expected_v
file.close()
def test_excel_reader_index_column():
excel_reader = ExcelReader(
options=ExcelReaderOptions(index_column="Name"),
)
df = excel_reader.file_to_dataframe(create_excel_file(EXCEL_DATA))
assert df.index.name == "Name"
def test_excel_reader_wrong_index_column():
excel_reader = ExcelReader(
options=ExcelReaderOptions(index_column="wrong"),
)
with pytest.raises(DatabaseUploadFailed) as ex:
excel_reader.file_to_dataframe(create_excel_file(EXCEL_DATA))
assert str(ex.value) == ("Parsing error: Index wrong invalid (sheet: 0)")
def test_excel_reader_wrong_columns_to_read():
excel_reader = ExcelReader(
options=ExcelReaderOptions(columns_read=["xpto"]),
@@ -203,7 +235,60 @@ def test_excel_reader_invalid_file():
options=ExcelReaderOptions(),
)
with pytest.raises(DatabaseUploadFailed) as ex:
excel_reader.file_to_dataframe(io.StringIO("c1"))
excel_reader.file_to_dataframe(FileStorage(io.BytesIO(b"c1")))
assert str(ex.value) == (
"Parsing error: Excel file format cannot be determined, you must specify an engine manually."
)
def test_excel_reader_metadata():
excel_reader = ExcelReader(
options=ExcelReaderOptions(),
)
file = create_excel_file(EXCEL_DATA)
metadata = excel_reader.file_metadata(file)
assert metadata == {
"items": [
{"column_names": ["Name", "Age", "City", "Birth"], "sheet_name": "Sheet1"}
]
}
file.close()
def test_excel_reader_metadata_mul_sheets():
buffer = io.BytesIO()
workbook = xlsxwriter.Workbook(buffer)
worksheet1 = workbook.add_worksheet("Sheet1")
header1 = ["col11", "col12"]
data1 = [["v11", "v12"]]
write_data_to_worksheet(worksheet1, header1, data1)
worksheet2 = workbook.add_worksheet("Sheet2")
header2 = ["col21", "col22"]
data2 = [["v21", "v22"]]
write_data_to_worksheet(worksheet2, header2, data2)
workbook.close()
file = FileStorage(stream=buffer, filename="test.xls")
excel_reader = ExcelReader(
options=ExcelReaderOptions(),
)
metadata = excel_reader.file_metadata(file)
assert metadata == {
"items": [
{"column_names": ["col11", "col12"], "sheet_name": "Sheet1"},
{"column_names": ["col21", "col22"], "sheet_name": "Sheet2"},
]
}
file.close()
def test_excel_reader_file_metadata_invalid_file():
excel_reader = ExcelReader(
options=ExcelReaderOptions(),
)
with pytest.raises(DatabaseUploadFailed) as ex:
excel_reader.file_metadata(FileStorage(io.BytesIO(b"1")))
assert str(ex.value) == ("Excel file format cannot be determined")