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import os
import unittest
from datetime import datetime
from collections import OrderedDict
from sqlalchemy import TEXT, BIGINT
from sqlalchemy.exc import IntegrityError, SQLAlchemyError, ArgumentError
from dataset import connect, chunked
from .sample_data import TEST_DATA, TEST_CITY_1
class DatabaseTestCase(unittest.TestCase):
def setUp(self):
self.db = connect()
self.tbl = self.db["weather"]
assert not self.db.has_table("weather")
self.tbl.insert_many(TEST_DATA)
# table is only created after insert statement
assert self.db.has_table("weather")
def tearDown(self):
for table in self.db.tables:
self.db[table].drop()
def test_valid_database_url(self):
assert self.db.url, os.environ["DATABASE_URL"]
def test_database_url_query_string(self):
db = connect("sqlite:///:memory:/?cached_statements=1")
assert "cached_statements" in db.url, db.url
def test_tables(self):
assert self.db.tables == ["weather"], self.db.tables
def test_contains(self):
assert "weather" in self.db, self.db.tables
def test_create_table(self):
table = self.db["foo"]
assert self.db.has_table(table.table.name)
assert len(table.table.columns) == 1, table.table.columns
assert "id" in table.table.c, table.table.c
def test_create_table_no_ids(self):
if "mysql" in self.db.engine.dialect.dbapi.__name__:
return
if "sqlite" in self.db.engine.dialect.dbapi.__name__:
return
table = self.db.create_table("foo_no_id", primary_id=False)
assert table.table.exists()
assert len(table.table.columns) == 0, table.table.columns
def test_create_table_custom_id1(self):
pid = "string_id"
table = self.db.create_table("foo2", pid, self.db.types.string(255))
assert self.db.has_table(table.table.name)
assert len(table.table.columns) == 1, table.table.columns
assert pid in table.table.c, table.table.c
table.insert({pid: "foobar"})
assert table.find_one(string_id="foobar")[pid] == "foobar"
def test_create_table_custom_id2(self):
pid = "string_id"
table = self.db.create_table("foo3", pid, self.db.types.string(50))
assert self.db.has_table(table.table.name)
assert len(table.table.columns) == 1, table.table.columns
assert pid in table.table.c, table.table.c
table.insert({pid: "foobar"})
assert table.find_one(string_id="foobar")[pid] == "foobar"
def test_create_table_custom_id3(self):
pid = "int_id"
table = self.db.create_table("foo4", primary_id=pid)
assert self.db.has_table(table.table.name)
assert len(table.table.columns) == 1, table.table.columns
assert pid in table.table.c, table.table.c
table.insert({pid: 123})
table.insert({pid: 124})
assert table.find_one(int_id=123)[pid] == 123
assert table.find_one(int_id=124)[pid] == 124
self.assertRaises(IntegrityError, lambda: table.insert({pid: 123}))
def test_create_table_shorthand1(self):
pid = "int_id"
table = self.db.get_table("foo5", pid)
assert len(table.table.columns) == 1, table.table.columns
assert pid in table.table.c, table.table.c
table.insert({"int_id": 123})
table.insert({"int_id": 124})
assert table.find_one(int_id=123)["int_id"] == 123
assert table.find_one(int_id=124)["int_id"] == 124
self.assertRaises(IntegrityError, lambda: table.insert({"int_id": 123}))
def test_create_table_shorthand2(self):
pid = "string_id"
table = self.db.get_table(
"foo6", primary_id=pid, primary_type=self.db.types.string(255)
)
assert len(table.table.columns) == 1, table.table.columns
assert pid in table.table.c, table.table.c
table.insert({"string_id": "foobar"})
assert table.find_one(string_id="foobar")["string_id"] == "foobar"
def test_with(self):
init_length = len(self.db["weather"])
with self.assertRaises(ValueError):
with self.db as tx:
tx["weather"].insert(
{
"date": datetime(2011, 1, 1),
"temperature": 1,
"place": "tmp_place",
}
)
raise ValueError()
assert len(self.db["weather"]) == init_length
def test_invalid_values(self):
if "mysql" in self.db.engine.dialect.dbapi.__name__:
# WARNING: mysql seems to be doing some weird type casting
# upon insert. The mysql-python driver is not affected but
# it isn't compatible with Python 3
# Conclusion: use postgresql.
return
with self.assertRaises(SQLAlchemyError):
tbl = self.db["weather"]
tbl.insert(
{"date": True, "temperature": "wrong_value", "place": "tmp_place"}
)
def test_load_table(self):
tbl = self.db.load_table("weather")
assert tbl.table.name == self.tbl.table.name
def test_query(self):
r = self.db.query("SELECT COUNT(*) AS num FROM weather").next()
assert r["num"] == len(TEST_DATA), r
def test_table_cache_updates(self):
tbl1 = self.db.get_table("people")
data = OrderedDict([("first_name", "John"), ("last_name", "Smith")])
tbl1.insert(data)
data["id"] = 1
tbl2 = self.db.get_table("people")
assert dict(tbl2.all().next()) == dict(data), (tbl2.all().next(), data)
class TableTestCase(unittest.TestCase):
def setUp(self):
self.db = connect()
self.tbl = self.db["weather"]
for row in TEST_DATA:
self.tbl.insert(row)
def tearDown(self):
self.tbl.drop()
def test_insert(self):
assert len(self.tbl) == len(TEST_DATA), len(self.tbl)
last_id = self.tbl.insert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"}
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
assert self.tbl.find_one(id=last_id)["place"] == "Berlin"
def test_insert_ignore(self):
self.tbl.insert_ignore(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
self.tbl.insert_ignore(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
def test_insert_ignore_all_key(self):
for i in range(0, 4):
self.tbl.insert_ignore(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["date", "temperature", "place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
def test_insert_json(self):
last_id = self.tbl.insert(
{
"date": datetime(2011, 1, 2),
"temperature": -10,
"place": "Berlin",
"info": {
"currency": "EUR",
"language": "German",
"population": 3292365,
},
}
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
assert self.tbl.find_one(id=last_id)["place"] == "Berlin"
def test_upsert(self):
self.tbl.upsert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
self.tbl.upsert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
def test_upsert_single_column(self):
table = self.db["banana_single_col"]
table.upsert({"color": "Yellow"}, ["color"])
assert len(table) == 1, len(table)
table.upsert({"color": "Yellow"}, ["color"])
assert len(table) == 1, len(table)
def test_upsert_all_key(self):
assert len(self.tbl) == len(TEST_DATA), len(self.tbl)
for i in range(0, 2):
self.tbl.upsert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"},
["date", "temperature", "place"],
)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
def test_upsert_id(self):
table = self.db["banana_with_id"]
data = dict(id=10, title="I am a banana!")
table.upsert(data, ["id"])
assert len(table) == 1, len(table)
def test_update_while_iter(self):
for row in self.tbl:
row["foo"] = "bar"
self.tbl.update(row, ["place", "date"])
assert len(self.tbl) == len(TEST_DATA), len(self.tbl)
def test_weird_column_names(self):
with self.assertRaises(ValueError):
self.tbl.insert(
{
"date": datetime(2011, 1, 2),
"temperature": -10,
"foo.bar": "Berlin",
"qux.bar": "Huhu",
}
)
def test_cased_column_names(self):
tbl = self.db["cased_column_names"]
tbl.insert({"place": "Berlin"})
tbl.insert({"Place": "Berlin"})
tbl.insert({"PLACE ": "Berlin"})
assert len(tbl.columns) == 2, tbl.columns
assert len(list(tbl.find(Place="Berlin"))) == 3
assert len(list(tbl.find(place="Berlin"))) == 3
assert len(list(tbl.find(PLACE="Berlin"))) == 3
def test_invalid_column_names(self):
tbl = self.db["weather"]
with self.assertRaises(ValueError):
tbl.insert({None: "banana"})
with self.assertRaises(ValueError):
tbl.insert({"": "banana"})
with self.assertRaises(ValueError):
tbl.insert({"-": "banana"})
def test_delete(self):
self.tbl.insert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"}
)
original_count = len(self.tbl)
assert len(self.tbl) == len(TEST_DATA) + 1, len(self.tbl)
# Test bad use of API
with self.assertRaises(ArgumentError):
self.tbl.delete({"place": "Berlin"})
assert len(self.tbl) == original_count, len(self.tbl)
assert self.tbl.delete(place="Berlin") is True, "should return 1"
assert len(self.tbl) == len(TEST_DATA), len(self.tbl)
assert self.tbl.delete() is True, "should return non zero"
assert len(self.tbl) == 0, len(self.tbl)
def test_repr(self):
assert (
repr(self.tbl) == "<Table(weather)>"
), "the representation should be <Table(weather)>"
def test_delete_nonexist_entry(self):
assert (
self.tbl.delete(place="Berlin") is False
), "entry not exist, should fail to delete"
def test_find_one(self):
self.tbl.insert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"}
)
d = self.tbl.find_one(place="Berlin")
assert d["temperature"] == -10, d
d = self.tbl.find_one(place="Atlantis")
assert d is None, d
def test_count(self):
assert len(self.tbl) == 6, len(self.tbl)
length = self.tbl.count(place=TEST_CITY_1)
assert length == 3, length
def test_find(self):
ds = list(self.tbl.find(place=TEST_CITY_1))
assert len(ds) == 3, ds
ds = list(self.tbl.find(place=TEST_CITY_1, _limit=2))
assert len(ds) == 2, ds
ds = list(self.tbl.find(place=TEST_CITY_1, _limit=2, _step=1))
assert len(ds) == 2, ds
ds = list(self.tbl.find(place=TEST_CITY_1, _limit=1, _step=2))
assert len(ds) == 1, ds
ds = list(self.tbl.find(_step=2))
assert len(ds) == len(TEST_DATA), ds
ds = list(self.tbl.find(order_by=["temperature"]))
assert ds[0]["temperature"] == -1, ds
ds = list(self.tbl.find(order_by=["-temperature"]))
assert ds[0]["temperature"] == 8, ds
ds = list(self.tbl.find(self.tbl.table.columns.temperature > 4))
assert len(ds) == 3, ds
def test_find_dsl(self):
ds = list(self.tbl.find(place={"like": "%lw%"}))
assert len(ds) == 3, ds
ds = list(self.tbl.find(temperature={">": 5}))
assert len(ds) == 2, ds
ds = list(self.tbl.find(temperature={">=": 5}))
assert len(ds) == 3, ds
ds = list(self.tbl.find(temperature={"<": 0}))
assert len(ds) == 1, ds
ds = list(self.tbl.find(temperature={"<=": 0}))
assert len(ds) == 2, ds
ds = list(self.tbl.find(temperature={"!=": -1}))
assert len(ds) == 5, ds
ds = list(self.tbl.find(temperature={"between": [5, 8]}))
assert len(ds) == 3, ds
ds = list(self.tbl.find(place={"=": "G€lway"}))
assert len(ds) == 3, ds
ds = list(self.tbl.find(place={"ilike": "%LwAy"}))
assert len(ds) == 3, ds
def test_offset(self):
ds = list(self.tbl.find(place=TEST_CITY_1, _offset=1))
assert len(ds) == 2, ds
ds = list(self.tbl.find(place=TEST_CITY_1, _limit=2, _offset=2))
assert len(ds) == 1, ds
def test_streamed(self):
ds = list(self.tbl.find(place=TEST_CITY_1, _streamed=True, _step=1))
assert len(ds) == 3, len(ds)
for row in self.tbl.find(place=TEST_CITY_1, _streamed=True, _step=1):
row["temperature"] = -1
self.tbl.update(row, ["id"])
def test_distinct(self):
x = list(self.tbl.distinct("place"))
assert len(x) == 2, x
x = list(self.tbl.distinct("place", "date"))
assert len(x) == 6, x
x = list(
self.tbl.distinct(
"place",
"date",
self.tbl.table.columns.date >= datetime(2011, 1, 2, 0, 0),
)
)
assert len(x) == 4, x
x = list(self.tbl.distinct("temperature", place="B€rkeley"))
assert len(x) == 3, x
x = list(self.tbl.distinct("temperature", place=["B€rkeley", "G€lway"]))
assert len(x) == 6, x
def test_insert_many(self):
data = TEST_DATA * 100
self.tbl.insert_many(data, chunk_size=13)
assert len(self.tbl) == len(data) + 6, (len(self.tbl), len(data))
def test_chunked_insert(self):
data = TEST_DATA * 100
with chunked.ChunkedInsert(self.tbl) as chunk_tbl:
for item in data:
chunk_tbl.insert(item)
assert len(self.tbl) == len(data) + 6, (len(self.tbl), len(data))
def test_chunked_insert_callback(self):
data = TEST_DATA * 100
N = 0
def callback(queue):
nonlocal N
N += len(queue)
with chunked.ChunkedInsert(self.tbl, callback=callback) as chunk_tbl:
for item in data:
chunk_tbl.insert(item)
assert len(data) == N
assert len(self.tbl) == len(data) + 6
def test_update_many(self):
tbl = self.db["update_many_test"]
tbl.insert_many([dict(temp=10), dict(temp=20), dict(temp=30)])
tbl.update_many([dict(id=1, temp=50), dict(id=3, temp=50)], "id")
# Ensure data has been updated.
assert tbl.find_one(id=1)["temp"] == tbl.find_one(id=3)["temp"]
def test_chunked_update(self):
tbl = self.db["update_many_test"]
tbl.insert_many(
[
dict(temp=10, location="asdf"),
dict(temp=20, location="qwer"),
dict(temp=30, location="asdf"),
]
)
chunked_tbl = chunked.ChunkedUpdate(tbl, "id")
chunked_tbl.update(dict(id=1, temp=50))
chunked_tbl.update(dict(id=2, location="asdf"))
chunked_tbl.update(dict(id=3, temp=50))
chunked_tbl.flush()
# Ensure data has been updated.
assert tbl.find_one(id=1)["temp"] == tbl.find_one(id=3)["temp"] == 50
assert (
tbl.find_one(id=2)["location"] == tbl.find_one(id=3)["location"] == "asdf"
) # noqa
def test_upsert_many(self):
# Also tests updating on records with different attributes
tbl = self.db["upsert_many_test"]
W = 100
tbl.upsert_many([dict(age=10), dict(weight=W)], "id")
assert tbl.find_one(id=1)["age"] == 10
tbl.upsert_many([dict(id=1, age=70), dict(id=2, weight=W / 2)], "id")
assert tbl.find_one(id=2)["weight"] == W / 2
def test_drop_operations(self):
assert self.tbl._table is not None, "table shouldn't be dropped yet"
self.tbl.drop()
assert self.tbl._table is None, "table should be dropped now"
assert list(self.tbl.all()) == [], self.tbl.all()
assert self.tbl.count() == 0, self.tbl.count()
def test_table_drop(self):
assert "weather" in self.db
self.db["weather"].drop()
assert "weather" not in self.db
def test_table_drop_then_create(self):
assert "weather" in self.db
self.db["weather"].drop()
assert "weather" not in self.db
self.db["weather"].insert({"foo": "bar"})
def test_columns(self):
cols = self.tbl.columns
assert len(list(cols)) == 4, "column count mismatch"
assert "date" in cols and "temperature" in cols and "place" in cols
def test_drop_column(self):
try:
self.tbl.drop_column("date")
assert "date" not in self.tbl.columns
except RuntimeError:
pass
def test_iter(self):
c = 0
for row in self.tbl:
c += 1
assert c == len(self.tbl)
def test_update(self):
date = datetime(2011, 1, 2)
res = self.tbl.update(
{"date": date, "temperature": -10, "place": TEST_CITY_1}, ["place", "date"]
)
assert res, "update should return True"
m = self.tbl.find_one(place=TEST_CITY_1, date=date)
assert m["temperature"] == -10, (
"new temp. should be -10 but is %d" % m["temperature"]
)
def test_create_column(self):
tbl = self.tbl
flt = self.db.types.float
tbl.create_column("foo", flt)
assert "foo" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["foo"].type, flt), tbl.table.c["foo"].type
assert "foo" in tbl.columns, tbl.columns
def test_ensure_column(self):
tbl = self.tbl
flt = self.db.types.float
tbl.create_column_by_example("foo", 0.1)
assert "foo" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["foo"].type, flt), tbl.table.c["bar"].type
tbl.create_column_by_example("bar", 1)
assert "bar" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["bar"].type, BIGINT), tbl.table.c["bar"].type
tbl.create_column_by_example("pippo", "test")
assert "pippo" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["pippo"].type, TEXT), tbl.table.c["pippo"].type
tbl.create_column_by_example("bigbar", 11111111111)
assert "bigbar" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["bigbar"].type, BIGINT), tbl.table.c[
"bigbar"
].type
tbl.create_column_by_example("littlebar", -11111111111)
assert "littlebar" in tbl.table.c, tbl.table.c
assert isinstance(tbl.table.c["littlebar"].type, BIGINT), tbl.table.c[
"littlebar"
].type
def test_key_order(self):
res = self.db.query("SELECT temperature, place FROM weather LIMIT 1")
keys = list(res.next().keys())
assert keys[0] == "temperature"
assert keys[1] == "place"
def test_empty_query(self):
empty = list(self.tbl.find(place="not in data"))
assert len(empty) == 0, empty
class Constructor(dict):
"""Very simple low-functionality extension to ``dict`` to
provide attribute access to dictionary contents"""
def __getattr__(self, name):
return self[name]
class RowTypeTestCase(unittest.TestCase):
def setUp(self):
self.db = connect(row_type=Constructor)
self.tbl = self.db["weather"]
for row in TEST_DATA:
self.tbl.insert(row)
def tearDown(self):
for table in self.db.tables:
self.db[table].drop()
def test_find_one(self):
self.tbl.insert(
{"date": datetime(2011, 1, 2), "temperature": -10, "place": "Berlin"}
)
d = self.tbl.find_one(place="Berlin")
assert d["temperature"] == -10, d
assert d.temperature == -10, d
d = self.tbl.find_one(place="Atlantis")
assert d is None, d
def test_find(self):
ds = list(self.tbl.find(place=TEST_CITY_1))
assert len(ds) == 3, ds
for item in ds:
assert isinstance(item, Constructor), item
ds = list(self.tbl.find(place=TEST_CITY_1, _limit=2))
assert len(ds) == 2, ds
for item in ds:
assert isinstance(item, Constructor), item
def test_distinct(self):
x = list(self.tbl.distinct("place"))
assert len(x) == 2, x
for item in x:
assert isinstance(item, Constructor), item
x = list(self.tbl.distinct("place", "date"))
assert len(x) == 6, x
for item in x:
assert isinstance(item, Constructor), item
def test_iter(self):
c = 0
for row in self.tbl:
c += 1
assert isinstance(row, Constructor), row
assert c == len(self.tbl)
if __name__ == "__main__":
unittest.main()
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