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# coding: utf-8
# Copyright 2014-2025 Álvaro Justen <https://github.com/turicas/rows/>
# This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General
# Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option)
# any later version.
# This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied
# warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for
# more details.
# You should have received a copy of the GNU Lesser General Public License along with this program. If not, see
# <http://www.gnu.org/licenses/>.
from __future__ import unicode_literals
import datetime
import random
import unittest
from collections import OrderedDict
from pathlib import Path
from textwrap import dedent
import mock
import pytest
import rows
import rows.fields as fields
from rows.compat import BINARY_TYPE
from rows.table import FlexibleTable, Table
from rows.utils import Source
binary_type_name = BINARY_TYPE.__name__
class TableTestCase(unittest.TestCase):
def setUp(self):
self.table = Table(
fields=OrderedDict([("name", fields.TextField), ("birthdate", fields.DateField)])
)
self.first_row = {
"name": "Álvaro Justen",
"birthdate": datetime.date(1987, 4, 29),
}
self.table.append(self.first_row)
self.table.append({"name": "Somebody", "birthdate": datetime.date(1990, 2, 1)})
self.table.append({"name": "Douglas Adams", "birthdate": "1952-03-11"})
def test_table_init_slug_creation_on_fields(self):
table = Table(
fields=OrderedDict(
[('Query Occurrence"( % ),"First Seen', fields.FloatField)]
)
)
assert "query_occurrence_first_seen" in table.fields
def test_Table_is_present_on_main_namespace(self):
assert "Table" in dir(rows)
assert Table is rows.Table
def test_table_iteration(self):
# TODO: may test with all field types (using tests.utils.table)
table_rows = [row for row in self.table]
assert len(table_rows) == 3
assert table_rows[0].name == "Álvaro Justen"
assert table_rows[0].birthdate == datetime.date(1987, 4, 29)
assert table_rows[1].name == "Somebody"
assert table_rows[1].birthdate == datetime.date(1990, 2, 1)
assert table_rows[2].name == "Douglas Adams"
assert table_rows[2].birthdate == datetime.date(1952, 3, 11)
def test_table_slicing(self):
assert len(self.table[::2]) == 2
assert self.table[::2][0].name == "Álvaro Justen"
def test_table_slicing_error(self):
with self.assertRaises(ValueError) as context_manager:
self.table[[1]]
assert type(context_manager.exception) == ValueError
def test_table_insert_row(self):
self.table.insert(
1, {"name": "Grace Hopper", "birthdate": datetime.date(1909, 12, 9)}
)
assert self.table[1].name == "Grace Hopper"
def test_table_append_error(self):
# TODO: may mock these validations and test only on *Field tests
with self.assertRaises(ValueError) as context_manager:
self.table.append(
{"name": "Álvaro Justen".encode("utf-8"), "birthdate": "1987-04-29"}
)
assert type(context_manager.exception) == ValueError
assert context_manager.exception.args[0] == "Binary is not supported"
with self.assertRaises(ValueError) as context_manager:
self.table.append({"name": "Álvaro Justen", "birthdate": "WRONG"})
assert type(context_manager.exception) == ValueError
assert "does not match format" in context_manager.exception.args[0]
def test_table_getitem_invalid_type(self):
with self.assertRaises(ValueError) as exception_context:
self.table[3.14]
assert exception_context.exception.args[0] == "Unsupported key type: float"
with self.assertRaises(ValueError) as exception_context:
self.table[b"name"]
assert exception_context.exception.args[0] == "Unsupported key type: {}".format(binary_type_name)
def test_table_getitem_column_doesnt_exist(self):
with self.assertRaises(KeyError) as exception_context:
self.table["doesnt-exist"]
assert exception_context.exception.args[0] == "doesnt-exist"
def test_table_getitem_slice_happy_path(self):
assert list(self.table[:]) == list(self.table)
assert self.table[:].meta == self.table.meta
assert list(self.table[1:]) == list(self.table)[1:]
assert list(self.table[:-1]) == list(self.table)[:-1]
def test_table_getitem_column_happy_path(self):
expected_values = ["Álvaro Justen", "Somebody", "Douglas Adams"]
assert self.table["name"] == expected_values
expected_values = [
datetime.date(1987, 4, 29),
datetime.date(1990, 2, 1),
datetime.date(1952, 3, 11),
]
assert self.table["birthdate"] == expected_values
def test_table_setitem_row(self):
self.first_row["name"] = "turicas"
self.first_row["birthdate"] = datetime.date(2000, 1, 1)
self.table[0] = self.first_row
assert self.table[0].name == "turicas"
assert self.table[0].birthdate == datetime.date(2000, 1, 1)
def test_field_names_and_types(self):
assert self.table.field_names == list(self.table.fields.keys())
assert self.table.field_types == list(self.table.fields.values())
def test_table_setitem_column_happy_path_new_column(self):
number_of_fields = len(self.table.fields)
assert len(self.table) == 3
self.table["user_id"] = [4, 5, 6]
assert len(self.table) == 3
assert len(self.table.fields) == number_of_fields + 1
assert "user_id" in self.table.fields
assert self.table.fields["user_id"] is fields.IntegerField
assert self.table[0].user_id == 4
assert self.table[1].user_id == 5
assert self.table[2].user_id == 6
def test_table_setitem_column_happy_path_replace_column(self):
number_of_fields = len(self.table.fields)
assert len(self.table) == 3
self.table["name"] = [4, 5, 6] # change values *and* type
assert len(self.table) == 3
assert len(self.table.fields) == number_of_fields
assert "name" in self.table.fields
assert self.table.fields["name"] is fields.IntegerField
assert self.table[0].name == 4
assert self.table[1].name == 5
assert self.table[2].name == 6
def test_table_setitem_column_slug_field_name(self):
self.assertNotIn("user_id", self.table.fields)
self.table["User ID"] = [4, 5, 6]
assert "user_id" in self.table.fields
def test_table_setitem_column_invalid_length(self):
number_of_fields = len(self.table.fields)
assert len(self.table) == 3
with self.assertRaises(ValueError) as exception_context:
self.table["user_id"] = [4, 5] # list len should be 3
assert len(self.table) == 3
assert len(self.table.fields) == number_of_fields
assert exception_context.exception.args[0] == "Values length (2) should be the same as Table length (3)"
def test_table_setitem_invalid_type(self):
fields = self.table.fields.copy()
assert len(self.table) == 3
with self.assertRaises(ValueError) as exception_context:
self.table[3.14] = []
assert len(self.table) == 3 # should not add any row
self.assertDictEqual(fields, self.table.fields) # should not add field
assert exception_context.exception.args[0] == "Unsupported key type: float"
with self.assertRaises(ValueError) as exception_context:
self.table[b"some_value"] = []
assert len(self.table) == 3 # should not add any row
self.assertDictEqual(fields, self.table.fields) # should not add field
assert exception_context.exception.args[0] == "Unsupported key type: {}".format(binary_type_name)
def test_table_delitem_row(self):
table_rows = [row for row in self.table]
before = len(self.table)
del self.table[0]
after = len(self.table)
assert after == before - 1
for row, expected_row in zip(self.table, table_rows[1:]):
assert row == expected_row
def test_table_delitem_column_doesnt_exist(self):
with self.assertRaises(KeyError) as exception_context:
del self.table["doesnt-exist"]
assert exception_context.exception.args[0] == "doesnt-exist"
def test_table_delitem_column_happy_path(self):
fields = self.table.fields.copy()
assert len(self.table) == 3
del self.table["name"]
assert len(self.table) == 3 # should not del any row
assert len(self.table.fields) == len(fields) - 1
self.assertDictEqual(
dict(self.table[0]._asdict()), {"birthdate": datetime.date(1987, 4, 29)}
)
self.assertDictEqual(
dict(self.table[1]._asdict()), {"birthdate": datetime.date(1990, 2, 1)}
)
self.assertDictEqual(
dict(self.table[2]._asdict()), {"birthdate": datetime.date(1952, 3, 11)}
)
def test_table_delitem_column_invalid_type(self):
fields = self.table.fields.copy()
assert len(self.table) == 3
with self.assertRaises(ValueError) as exception_context:
del self.table[3.14]
assert len(self.table) == 3 # should not del any row
self.assertDictEqual(fields, self.table.fields) # should not del field
assert exception_context.exception.args[0] == "Unsupported key type: float"
with self.assertRaises(ValueError) as exception_context:
self.table[b"name"] = [] # 'name' actually exists
assert len(self.table) == 3 # should not del any row
self.assertDictEqual(fields, self.table.fields) # should not del field
assert exception_context.exception.args[0] == "Unsupported key type: {}".format(binary_type_name)
def test_table_add(self):
assert self.table + 0 is self.table
assert 0 + self.table is self.table
new_table = self.table + self.table
assert new_table.fields == self.table.fields
assert len(new_table) == 2 * len(self.table)
assert list(new_table) == list(self.table) * 2
def test_table_add_error(self):
with self.assertRaises(ValueError):
self.table + 1
with self.assertRaises(ValueError):
1 + self.table
def test_table_order_by(self):
with self.assertRaises(ValueError):
self.table.order_by("doesnt_exist")
before = [row.birthdate for row in self.table]
self.table.order_by("birthdate")
after = [row.birthdate for row in self.table]
self.assertNotEqual(before, after)
assert sorted(before) == after
self.table.order_by("-birthdate")
final = [row.birthdate for row in self.table]
assert final == list(reversed(after))
self.table.order_by("name")
expected_rows = [
{"name": "Douglas Adams", "birthdate": datetime.date(1952, 3, 11)},
{"name": "Somebody", "birthdate": datetime.date(1990, 2, 1)},
{"name": "Álvaro Justen", "birthdate": datetime.date(1987, 4, 29)},
]
for expected_row, row in zip(expected_rows, self.table):
assert expected_row == dict(row._asdict())
def test_table_repr(self):
expected = "<EagerTable: 2 fields, 3 rows>"
assert expected == repr(self.table)
def test_table_add_should_not_iterate_over_rows(self):
table1 = Table(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.FloatField)])
)
table2 = Table(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.FloatField)])
)
table1._rows = mock.Mock()
table1._rows.__add__ = mock.Mock()
table1._rows.__iter__ = mock.Mock()
table2._rows = mock.Mock()
table2._rows.__add__ = mock.Mock()
table2._rows.__iter__ = mock.Mock()
self.assertFalse(table1._rows.__add__.called)
self.assertFalse(table2._rows.__add__.called)
self.assertFalse(table1._rows.__iter__.called)
self.assertFalse(table2._rows.__iter__.called)
table1 + table2
assert table1._rows.__add__.called
self.assertFalse(table2._rows.__add__.called)
self.assertFalse(table1._rows.__iter__.called)
self.assertFalse(table2._rows.__iter__.called)
def test_repr_html(self):
table = Table(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.IntegerField)]),
meta={"name": "my table"},
)
for i in range(5):
table.append({"f1": i, "f2": i ** 2})
result = table._repr_html_()
expected = (
dedent(
"""
<table>
<caption>my_table</caption>
<thead>
<tr>
<th> f1 </th>
<th> f2 </th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td> 0 </td>
<td> 0 </td>
</tr>
<tr class="even">
<td> 1 </td>
<td> 1 </td>
</tr>
<tr class="odd">
<td> 2 </td>
<td> 4 </td>
</tr>
<tr class="even">
<td> 3 </td>
<td> 9 </td>
</tr>
<tr class="odd">
<td> 4 </td>
<td> 16 </td>
</tr>
</tbody>
</table>
"""
).strip()
+ "\n"
)
assert result == expected
# For long tables show only header + spacer + tail
table = Table(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.IntegerField)]),
meta={"name": "my table"},
)
for i in range(50):
table.append({"f1": i, "f2": i ** 2})
result = table._repr_html_()
expected = (
dedent(
"""
<table>
<caption>my_table (previewing 20 rows out of 50)</caption>
<thead>
<tr>
<th> f1 </th>
<th> f2 </th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td> 0 </td>
<td> 0 </td>
</tr>
<tr class="even">
<td> 1 </td>
<td> 1 </td>
</tr>
<tr class="odd">
<td> 2 </td>
<td> 4 </td>
</tr>
<tr class="even">
<td> 3 </td>
<td> 9 </td>
</tr>
<tr class="odd">
<td> 4 </td>
<td> 16 </td>
</tr>
<tr class="even">
<td> 5 </td>
<td> 25 </td>
</tr>
<tr class="odd">
<td> 6 </td>
<td> 36 </td>
</tr>
<tr class="even">
<td> 7 </td>
<td> 49 </td>
</tr>
<tr class="odd">
<td> 8 </td>
<td> 64 </td>
</tr>
<tr class="even">
<td> 9 </td>
<td> 81 </td>
</tr>
<tr class="odd">
<td> ... </td>
<td> ... </td>
</tr>
<tr class="even">
<td> 40 </td>
<td> 1600 </td>
</tr>
<tr class="odd">
<td> 41 </td>
<td> 1681 </td>
</tr>
<tr class="even">
<td> 42 </td>
<td> 1764 </td>
</tr>
<tr class="odd">
<td> 43 </td>
<td> 1849 </td>
</tr>
<tr class="even">
<td> 44 </td>
<td> 1936 </td>
</tr>
<tr class="odd">
<td> 45 </td>
<td> 2025 </td>
</tr>
<tr class="even">
<td> 46 </td>
<td> 2116 </td>
</tr>
<tr class="odd">
<td> 47 </td>
<td> 2209 </td>
</tr>
<tr class="even">
<td> 48 </td>
<td> 2304 </td>
</tr>
<tr class="odd">
<td> 49 </td>
<td> 2401 </td>
</tr>
</tbody>
</table>
"""
).strip()
+ "\n"
)
assert result == expected
class TestFlexibleTable(unittest.TestCase):
def setUp(self):
self.table = FlexibleTable()
def test_FlexibleTable_is_present_on_main_namespace(self):
assert "FlexibleTable" in dir(rows)
assert FlexibleTable is rows.FlexibleTable
def test_inheritance(self):
assert issubclass(FlexibleTable, Table)
def test_flexible_append_detect_field_type(self):
assert len(self.table.fields) == 0
self.table.append({"a": 123, "b": 3.14})
assert self.table[0].a == 123
assert self.table[0].b == 3.14
assert self.table.fields["a"] == fields.IntegerField
assert self.table.fields["b"] == fields.FloatField
# Values are checked based on field types when appending
with self.assertRaises(ValueError):
self.table.append({"a": "spam", "b": 1.23}) # invalid value for 'a'
with self.assertRaises(ValueError):
self.table.append({"a": 42, "b": "ham"}) # invalid value or 'b'
# Values are converted
self.table.append({"a": "42", "b": "2.71"})
assert self.table[1].a == 42
assert self.table[1].b == 2.71
def test_flexible_insert_row(self):
self.table.append({"a": 123, "b": 3.14})
self.table.insert(0, {"a": 2357, "b": 1123})
assert self.table[0].a == 2357
def test_flexible_update_row(self):
self.table.append({"a": 123, "b": 3.14})
self.table[0] = {"a": 2357, "b": 1123}
assert self.table[0].a == 2357
def test_table_slicing(self):
self.table.append({"a": 123, "b": 3.14})
self.table.append({"a": 2357, "b": 1123})
self.table.append({"a": 8687, "b": 834798})
assert len(self.table[::2]) == 2
assert self.table[::2][0].a == 123
def test_table_slicing_error(self):
self.table.append({"a": 123, "b": 3.14})
self.table.append({"a": 2357, "b": 1123})
self.table.append({"a": 8687, "b": 834798})
with self.assertRaises(ValueError) as context_manager:
self.table[[1]]
assert type(context_manager.exception) == ValueError
def test_table_iadd(self):
table = FlexibleTable(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.FloatField)])
)
table.append({"f1": 1, "f2": 2})
table.append({"f1": 3, "f2": 4})
assert len(table) == 2
table += table
assert len(table) == 4
data_rows = list(table)
assert data_rows[0] == data_rows[2]
assert data_rows[1] == data_rows[3]
def test_table_name(self):
table = FlexibleTable(fields=OrderedDict([("a", fields.TextField)]))
assert "name" not in table.meta
assert table.name == "table1"
table.meta["source"] = Source(
uri=Path("This is THE name.csv"), plugin_name="csv", encoding="utf-8"
)
assert table.name == "this_is_the_name"
def test_head(self):
table = FlexibleTable(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.IntegerField)])
)
for i in range(50):
table.append({"f1": i, "f2": i ** 2})
t2 = table.head()
assert len(t2) == 10
t2 = table.head(n=15)
assert len(t2) == 15
assert list(t2) == list(table[:15])
def test_tail(self):
table = FlexibleTable(
fields=OrderedDict([("f1", fields.IntegerField), ("f2", fields.IntegerField)])
)
for i in range(50):
table.append({"f1": i, "f2": i ** 2})
t2 = table.tail()
assert len(t2) == 10
t2 = table.tail(n=15)
assert len(t2) == 15
assert list(t2) == list(table[-15:])
def test_fields_with_python_keywords():
some_keywords = ("def", "try", "if", "for", "while", "def ")
# Should not raise an exception
table = Table(fields=OrderedDict([(key, fields.TextField) for key in some_keywords]))
assert table.field_names == ["def_1", "try_1", "if_1", "for_1", "while_1", "def_2"]
def test_replacing_column_must_use_slug():
table = Table(fields=OrderedDict([(key, fields.IntegerField) for key in ("f1", "f2", "f3")]))
for i in range(10):
table.append({"f1": i, "f2": i * 2, "f3": i ** 2})
new_values = list(range(10))
table["F2!!!"] = new_values
assert table.field_names == ["f1", "f2", "f3"]
assert table["f2"] == new_values
def row_source(n):
for i in range(n):
yield [i, random.choice(["Bob", "Álvaro", "Alice"]), i ** 2]
@pytest.mark.parametrize("mode,filled", [
("eager", True),
("incremental", False),
("incremental", True),
("stream", None),
])
def test_repr_html_modes(mode, filled):
table_rows = row_source(25)
table_fields = OrderedDict([("f1", fields.IntegerField), ("f2", fields.TextField), ("f3", fields.IntegerField)])
table = Table(fields=table_fields, mode=mode, data=table_rows)
if mode == "incremental" and filled:
list(table) # consume all rows
html = table._repr_html_()
assert html.startswith("<table") or "<table" in html
assert "f1" in html # field name
assert "..." in html
if mode == "eager" or (mode == "incremental" and filled):
assert "out of 25" in html
else:
assert "out of ?" in html
def test_repr_html_small_eager():
table_rows = row_source(5)
table_fields = OrderedDict([("f1", fields.IntegerField), ("f2", fields.TextField), ("f3", fields.IntegerField)])
table = Table(fields=table_fields, mode="eager", data=table_rows)
html = table._repr_html_()
assert html.count("<tr") == 6 # 1 header + 5 rows
assert "out of" not in html # shouldn't show preview count
def test_repr_html_incremental_partial():
table_rows = row_source(30)
table_fields = OrderedDict([("f1", fields.IntegerField), ("f2", fields.TextField), ("f3", fields.IntegerField)])
table = Table(fields=table_fields, mode="incremental", data=table_rows)
_ = table[:5] # consume only head
html = table._repr_html_()
assert "..." in html
assert "out of ?" in html
_ = table[:] # consume everything
html2 = table._repr_html_()
assert "out of ?" not in html2
def test_repr_html_stream():
table_rows = row_source(30)
table_fields = OrderedDict([("f1", fields.IntegerField), ("f2", fields.TextField), ("f3", fields.IntegerField)])
table = Table(fields=table_fields, mode="incremental", data=table_rows)
html = table._repr_html_()
assert "..." in html
assert "out of ?" in html
# accessing again should still show truncated info
html2 = table._repr_html_()
assert "out of ?" in html2
_ = table[:] # consume everything
html3 = table._repr_html_()
assert "out of ?" not in html3
import pytest
from collections import OrderedDict
from rows import Table, EagerTable, IncrementalTable, StreamTable, FlexibleTable, fields
@pytest.fixture
def fields_():
return OrderedDict([
("name", fields.TextField),
("age", fields.IntegerField),
])
@pytest.fixture
def tuples_data():
return [
("Alice", 30),
("Bob", 25),
("Álvaro", 37),
]
@pytest.fixture
def dicts_data():
return [
{"name": "Alice", "age": 30},
{"name": "Bob", "age": 25},
{"name": "Álvaro", "age": 37},
]
def test_eager_iteration(fields_, tuples_data):
table = Table(fields=fields_, data=tuples_data, mode="eager")
assert isinstance(table, EagerTable)
assert [row.name for row in table] == ["Alice", "Bob", "Álvaro"]
def test_eager_getitem_setitem(fields_, tuples_data):
table = Table(fields=fields_, data=tuples_data, mode="eager")
table[1] = {"name": "João", "age": 99}
assert table[1].name == "João"
def test_eager_slice(fields_, tuples_data):
table = Table(fields=fields_, data=tuples_data, mode="eager")
assert len(table) == 3
table2 = table[1:]
assert isinstance(table2, EagerTable)
assert len(table2) == 2
def test_incremental_iteration(fields_, tuples_data):
table = Table(fields=fields_, data=iter(tuples_data), mode="incremental")
data = list(table)
assert data[2].name == "Álvaro"
def test_incremental_getitem(fields_, tuples_data):
table = Table(fields=fields_, data=iter(tuples_data), mode="incremental")
assert table[1].name == "Bob"
assert not table._filled
def test_incremental_append_extend(fields_):
table = Table(fields=fields_, data=[], mode="incremental")
table.append({"name": "X", "age": 50})
table.extend([{"name": "Y", "age": 60}])
assert table[0].name == "X"
assert table[1].name == "Y"
def test_stream_iteration(fields_, tuples_data):
table = Table(fields=fields_, data=iter(tuples_data), mode="stream")
names = [row.name for row in table]
assert names == ["Alice", "Bob", "Álvaro"]
def test_stream_non_indexable(fields_, tuples_data):
table = Table(fields=fields_, data=iter(tuples_data), mode="stream")
with pytest.raises(TypeError):
_ = table[0]
with pytest.raises(TypeError):
table.append({"name": "Z", "age": 9})
with pytest.raises(TypeError):
len(table)
def test_flexible_dynamic_fields():
data = [{"a": 1}, {"b": 2}]
table = Table(fields={}, data=data, mode="flexible")
assert table[0].a == 1
assert table[1].b == 2
table.append({"c": 3})
assert table[2].c == 3
exported = list(table.export())
assert len(exported[0]) == len(exported[1]) == len(exported[2]) == 3
assert exported[0][0] == 1
assert exported[2][2] == 3
def test_repr_and_mode(fields_, tuples_data, dicts_data):
for mode in ("eager", "incremental", "stream", "flexible"):
table = Table(fields=fields_, data=tuples_data if mode != "flexible" else dicts_data, mode=mode)
assert repr(table).startswith("<{}Table".format(mode.capitalize()))
assert table.mode == mode
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