-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathcheck_parser.go
More file actions
185 lines (146 loc) · 4.24 KB
/
check_parser.go
File metadata and controls
185 lines (146 loc) · 4.24 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
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
// Copyright 2026 The DBQ Authors
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package dbqcore
import (
"fmt"
"regexp"
"strconv"
"strings"
)
type CheckScope string
const (
ScopeSchema CheckScope = "schema"
ScopeTable CheckScope = "table"
ScopeColumn CheckScope = "column"
)
type BetweenRange struct {
Min interface{}
Max interface{}
}
type CheckExpression struct {
FunctionName string
FunctionParameters []string
Scope CheckScope
Operator string
ThresholdValue interface{}
}
var (
betweenRegex = regexp.MustCompile(`^(\w+)(?:\((.*?)\))?\s+between\s+(.+)\s+and\s+(.+)$`)
operatorRegex = regexp.MustCompile(`^(\w+)(?:\((.*?)\))?\s*([<>=!]+)\s*(.+)$`)
functionOnlyRegex = regexp.MustCompile(`^(\w+)(?:\((.*?)\))?$`)
tableScopeFunctions = map[string]bool{
"row_count": true,
"raw_query": true,
}
columnScopeFunctions = map[string]bool{
"not_null": true,
"uniqueness": true,
"freshness": true,
"min": true,
"max": true,
"sum": true,
"stddev": true,
}
schemaScopeFunctions = map[string]bool{
"expect_columns": true,
"expect_columns_ordered": true,
"columns_not_present": true,
}
)
func ParseCheckExpression(expression string) (*CheckExpression, error) {
expression = strings.TrimSpace(expression)
if expression == "" {
return nil, fmt.Errorf("empty expression")
}
check := &CheckExpression{
FunctionParameters: []string{},
}
if matches := betweenRegex.FindStringSubmatch(expression); matches != nil {
check.FunctionName = matches[1]
check.Operator = "between"
if matches[2] != "" {
check.FunctionParameters = parseParameters(matches[2])
}
minVal, err := parseValue(strings.TrimSpace(matches[3]))
if err != nil {
return nil, fmt.Errorf("failed to parse min value: %v", err)
}
maxVal, err := parseValue(strings.TrimSpace(matches[4]))
if err != nil {
return nil, fmt.Errorf("failed to parse max value: %v", err)
}
check.ThresholdValue = BetweenRange{Min: minVal, Max: maxVal}
} else if matches := operatorRegex.FindStringSubmatch(expression); matches != nil {
check.FunctionName = matches[1]
check.Operator = matches[3]
if matches[2] != "" {
check.FunctionParameters = parseParameters(matches[2])
}
val, err := parseValue(strings.TrimSpace(matches[4]))
if err != nil {
return nil, fmt.Errorf("failed to parse threshold value: %v", err)
}
check.ThresholdValue = val
} else if matches := functionOnlyRegex.FindStringSubmatch(expression); matches != nil {
check.FunctionName = matches[1]
check.Operator = ""
if matches[2] != "" {
check.FunctionParameters = parseParameters(matches[2])
}
} else {
return nil, fmt.Errorf("invalid expression format: %s", expression)
}
check.Scope = inferScope(check.FunctionName)
return check, nil
}
func parseParameters(paramStr string) []string {
if paramStr == "" {
return []string{}
}
params := strings.Split(paramStr, ",")
for i, param := range params {
params[i] = strings.TrimSpace(param)
}
return params
}
func parseValue(valueStr string) (interface{}, error) {
valueStr = strings.TrimSpace(valueStr)
if valueStr == "" {
return nil, fmt.Errorf("empty value")
}
if strings.HasSuffix(valueStr, "d") {
return valueStr, nil
}
if strings.Contains(valueStr, ".") {
if floatVal, err := strconv.ParseFloat(valueStr, 64); err == nil {
return floatVal, nil
}
}
if intVal, err := strconv.Atoi(valueStr); err == nil {
return intVal, nil
}
return valueStr, nil
}
func inferScope(functionName string) CheckScope {
if tableScopeFunctions[functionName] {
return ScopeTable
}
if columnScopeFunctions[functionName] {
return ScopeColumn
}
if schemaScopeFunctions[functionName] {
return ScopeSchema
}
return ScopeColumn
}