-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathtest_sql.py
More file actions
111 lines (90 loc) · 2.95 KB
/
Copy pathtest_sql.py
File metadata and controls
111 lines (90 loc) · 2.95 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
"""Tests for SQL backend code generation."""
from archon.codegen.backends.sql import (
generate_insert_template,
generate_select,
generate_table_ddl,
)
from archon.dsl.schema import DataDomain, DataFeature, DataSchema
def make_schema(name="test_table", features=None, target=None):
if features is None:
features = [
DataFeature(name="id", dtype="int32"),
DataFeature(name="name", dtype="str"),
DataFeature(name="score", dtype="float64"),
]
return DataSchema(
name=name,
domain=DataDomain.TABULAR,
source="./data",
format="csv",
features=features,
target=target,
seed=42,
)
def test_generate_table_ddl():
schema = make_schema()
ddl = generate_table_ddl(schema)
assert "CREATE TABLE test_table" in ddl
assert "id INTEGER" in ddl
assert "name VARCHAR(255)" in ddl
assert "score DOUBLE PRECISION" in ddl
def test_generate_table_ddl_not_null():
schema = make_schema(
features=[
DataFeature(name="id", dtype="int32", nullable=False),
]
)
ddl = generate_table_ddl(schema)
assert "NOT NULL" in ddl
def test_generate_table_ddl_nullable():
schema = make_schema(
features=[
DataFeature(name="opt", dtype="str", nullable=True),
]
)
ddl = generate_table_ddl(schema)
# Nullable columns should not have NOT NULL
assert "NOT NULL" not in ddl
def test_generate_table_ddl_with_target():
schema = make_schema(target="score")
ddl = generate_table_ddl(schema)
assert "-- target column: score" in ddl
def test_generate_insert_template():
schema = make_schema()
insert = generate_insert_template(schema)
assert "INSERT INTO test_table" in insert
assert "(id, name, score)" in insert
assert "VALUES (?, ?, ?)" in insert
def test_generate_select():
schema = make_schema()
select = generate_select(schema, limit=50)
assert "SELECT id, name, score" in select
assert "FROM test_table" in select
assert "LIMIT 50" in select
def test_generate_select_default_limit():
schema = make_schema(features=[DataFeature(name="x", dtype="float64")])
select = generate_select(schema)
assert "LIMIT 100" in select
def test_type_mapping():
schema = make_schema(
features=[
DataFeature(name="a", dtype="float32"),
DataFeature(name="b", dtype="int64"),
DataFeature(name="c", dtype="bool"),
DataFeature(name="d", dtype="datetime"),
]
)
ddl = generate_table_ddl(schema)
assert "a FLOAT" in ddl
assert "b BIGINT" in ddl
assert "c BOOLEAN" in ddl
assert "d TIMESTAMP" in ddl
def test_type_mapping_defaults():
"""Verify dtype 'str' maps to VARCHAR."""
schema = make_schema(
features=[
DataFeature(name="name", dtype="str"),
]
)
ddl = generate_table_ddl(schema)
assert "name VARCHAR(255)" in ddl