forked from dbt-msft/dbt-sqlserver
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathsqlserver_column.py
More file actions
116 lines (99 loc) · 3.65 KB
/
Copy pathsqlserver_column.py
File metadata and controls
116 lines (99 loc) · 3.65 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
112
113
114
115
116
from typing import Any, ClassVar, Dict
from dbt_common.exceptions import DbtRuntimeError
from dbt.adapters.base.column import Column
class SQLServerColumn(Column):
TYPE_LABELS: ClassVar[Dict[str, str]] = {
"STRING": "VARCHAR(8000)",
"VARCHAR": "VARCHAR(8000)",
"CHAR": "CHAR(1)",
"NCHAR": "CHAR(1)",
"NVARCHAR": "VARCHAR(8000)",
"TIMESTAMP": "DATETIME2(6)",
"DATETIME2": "DATETIME2(6)",
"DATETIME2(6)": "DATETIME2(6)",
"DATE": "DATE",
"TIME": "TIME(6)",
"FLOAT": "FLOAT",
"REAL": "REAL",
"INT": "INT",
"INTEGER": "INT",
"BIGINT": "BIGINT",
"SMALLINT": "SMALLINT",
"TINYINT": "SMALLINT",
"BIT": "BIT",
"BOOLEAN": "BIT",
"DECIMAL": "DECIMAL",
"NUMERIC": "NUMERIC",
"MONEY": "DECIMAL",
"SMALLMONEY": "DECIMAL",
"UNIQUEIDENTIFIER": "UNIQUEIDENTIFIER",
"VARBINARY": "VARBINARY(MAX)",
"BINARY": "BINARY(1)",
}
@classmethod
def string_type(cls, size: int) -> str:
return f"varchar({size if size > 0 else '8000'})"
def literal(self, value: Any) -> str:
return "cast('{}' as {})".format(value, self.data_type)
@property
def data_type(self) -> str:
# Always enforce datetime2 precision
if self.dtype.lower() == "datetime2":
return "datetime2(6)"
if self.is_string():
return self.string_type(self.string_size())
elif self.is_numeric():
return self.numeric_type(self.dtype, self.numeric_precision, self.numeric_scale)
else:
return self.dtype
def is_string(self) -> bool:
return self.dtype.lower() in ["varchar", "char"]
def is_number(self):
return any([self.is_integer(), self.is_numeric(), self.is_float()])
def is_float(self):
return self.dtype.lower() in ["float", "real"]
def is_integer(self) -> bool:
return self.dtype.lower() in [
# real types
"smallint",
"integer",
"bigint",
"smallserial",
"serial",
"bigserial",
# aliases
"int2",
"int4",
"int8",
"serial2",
"serial4",
"serial8",
"int",
]
def is_numeric(self) -> bool:
return self.dtype.lower() in ["numeric", "decimal", "money", "smallmoney"]
def string_size(self) -> int:
if not self.is_string():
raise DbtRuntimeError("Called string_size() on non-string field!")
if self.char_size is None:
return 8000
else:
return int(self.char_size)
def can_expand_to(self, other_column: "SQLServerColumn") -> bool:
if not self.is_string() or not other_column.is_string():
return False
return other_column.string_size() > self.string_size()
class SQLServerColumnNative(SQLServerColumn):
"""STRING maps to VARCHAR(MAX) (matches dbt convention) and NCHAR / NVARCHAR
map to their unicode SQL Server types — fixing the legacy default where
they were silently aliased to non-unicode CHAR(1) / VARCHAR(8000).
NVARCHAR uses the maximum fixed-length form (4000 — the cap for fixed
NVARCHAR since unicode is two bytes per character), parallel to VARCHAR(8000).
Opt-in via the `dbt_sqlserver_use_native_string_types` behaviour flag;
intended to become the default in a future release."""
TYPE_LABELS: ClassVar[Dict[str, str]] = {
**SQLServerColumn.TYPE_LABELS,
"STRING": "VARCHAR(MAX)",
"NCHAR": "NCHAR(1)",
"NVARCHAR": "NVARCHAR(4000)",
}