-
Notifications
You must be signed in to change notification settings - Fork 3.7k
/
Copy pathSqliteVectorStoreCollectionCommandBuilder.cs
326 lines (248 loc) · 10.5 KB
/
SqliteVectorStoreCollectionCommandBuilder.cs
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
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
// Copyright (c) Microsoft. All rights reserved.
using System;
using System.Collections.Generic;
using System.Data.Common;
using System.Diagnostics;
using System.Diagnostics.CodeAnalysis;
using System.Linq;
using System.Text;
using Microsoft.Data.Sqlite;
namespace Microsoft.SemanticKernel.Connectors.Sqlite;
/// <summary>
/// Command builder for queries in SQLite database.
/// </summary>
[SuppressMessage("Security", "CA2100:Review SQL queries for security vulnerabilities", Justification = "User input is passed using command parameters.")]
internal static class SqliteVectorStoreCollectionCommandBuilder
{
public static DbCommand BuildTableCountCommand(SqliteConnection connection, string tableName)
{
Verify.NotNullOrWhiteSpace(tableName);
const string SystemTable = "sqlite_master";
const string ParameterName = "@tableName";
var query = $"SELECT count(*) FROM {SystemTable} WHERE type='table' AND name={ParameterName};";
var command = connection.CreateCommand();
command.CommandText = query;
command.Parameters.Add(new SqliteParameter(ParameterName, tableName));
return command;
}
public static DbCommand BuildCreateTableCommand(SqliteConnection connection, string tableName, IReadOnlyList<SqliteColumn> columns, bool ifNotExists)
{
var builder = new StringBuilder();
builder.AppendLine($"CREATE TABLE {(ifNotExists ? "IF NOT EXISTS " : string.Empty)}[{tableName}] (");
builder.AppendLine(string.Join(",\n", columns.Select(GetColumnDefinition)));
builder.Append(");");
foreach (var column in columns)
{
if (column.HasIndex)
{
builder.AppendLine();
builder.Append($"CREATE INDEX {(ifNotExists ? "IF NOT EXISTS " : string.Empty)}[{tableName}_{column.Name}_index] ON [{tableName}]([{column.Name}]);");
}
}
var command = connection.CreateCommand();
command.CommandText = builder.ToString();
return command;
}
public static DbCommand BuildCreateVirtualTableCommand(
SqliteConnection connection,
string tableName,
IReadOnlyList<SqliteColumn> columns,
bool ifNotExists,
string extensionName)
{
var builder = new StringBuilder();
builder.AppendLine($"CREATE VIRTUAL TABLE {(ifNotExists ? "IF NOT EXISTS " : string.Empty)}[{tableName}] USING {extensionName}(");
builder.AppendLine(string.Join(",\n", columns.Select(GetColumnDefinition)));
builder.Append(");");
var command = connection.CreateCommand();
command.CommandText = builder.ToString();
return command;
}
public static DbCommand BuildDropTableCommand(SqliteConnection connection, string tableName)
{
string query = $"DROP TABLE IF EXISTS [{tableName}];";
var command = connection.CreateCommand();
command.CommandText = query;
return command;
}
public static DbCommand BuildInsertCommand(
SqliteConnection connection,
string tableName,
string rowIdentifier,
IReadOnlyList<string> columnNames,
IReadOnlyList<Dictionary<string, object?>> records,
bool replaceIfExists = false)
{
var builder = new StringBuilder();
var command = connection.CreateCommand();
var replacePlaceholder = replaceIfExists ? " OR REPLACE" : string.Empty;
for (var recordIndex = 0; recordIndex < records.Count; recordIndex++)
{
var rowIdentifierParameterName = GetParameterName(rowIdentifier, recordIndex);
var (columns, parameters, values) = GetQueryParts(
columnNames,
records[recordIndex],
recordIndex);
builder.AppendLine($"INSERT{replacePlaceholder} INTO [{tableName}] ({string.Join(", ", columns)})");
builder.AppendLine($"VALUES ({string.Join(", ", parameters)})");
builder.AppendLine($"RETURNING {rowIdentifier};");
for (var i = 0; i < parameters.Count; i++)
{
command.Parameters.Add(new SqliteParameter(parameters[i], values[i]));
}
}
command.CommandText = builder.ToString();
return command;
}
public static DbCommand BuildSelectCommand(
SqliteConnection connection,
string tableName,
IReadOnlyList<string> columnNames,
List<SqliteWhereCondition> conditions,
string? orderByPropertyName = null)
{
var builder = new StringBuilder();
var (command, whereClause) = GetCommandWithWhereClause(connection, conditions);
builder.Append("SELECT ");
foreach (var columnName in columnNames)
{
builder.AppendFormat("[{0}],", columnName);
}
builder.Length--; // Remove the last comma
builder.AppendLine();
builder.AppendLine($"FROM [{tableName}]");
AppendWhereClauseIfExists(builder, whereClause);
AppendOrderByIfExists(builder, orderByPropertyName);
command.CommandText = builder.ToString();
return command;
}
public static DbCommand BuildSelectLeftJoinCommand(
SqliteConnection connection,
string leftTable,
string rightTable,
string joinColumnName,
IReadOnlyList<string> leftTablePropertyNames,
IReadOnlyList<string> rightTablePropertyNames,
List<SqliteWhereCondition> conditions,
string? extraWhereFilter = null,
Dictionary<string, object>? extraParameters = null,
string? orderByPropertyName = null)
{
var builder = new StringBuilder();
List<string> propertyNames =
[
.. leftTablePropertyNames.Select(property => $"[{leftTable}].[{property}]"),
.. rightTablePropertyNames.Select(property => $"[{rightTable}].[{property}]"),
];
var (command, whereClause) = GetCommandWithWhereClause(connection, conditions, extraWhereFilter, extraParameters);
builder.AppendLine($"SELECT {string.Join(", ", propertyNames)}");
builder.AppendLine($"FROM [{leftTable}] ");
builder.AppendLine($"LEFT JOIN [{rightTable}] ON [{leftTable}].[{joinColumnName}] = [{rightTable}].[{joinColumnName}]");
AppendWhereClauseIfExists(builder, whereClause);
AppendOrderByIfExists(builder, orderByPropertyName);
command.CommandText = builder.ToString();
return command;
}
public static DbCommand BuildDeleteCommand(
SqliteConnection connection,
string tableName,
List<SqliteWhereCondition> conditions)
{
var builder = new StringBuilder();
var (command, whereClause) = GetCommandWithWhereClause(connection, conditions);
builder.AppendLine($"DELETE FROM [{tableName}]");
AppendWhereClauseIfExists(builder, whereClause);
command.CommandText = builder.ToString();
return command;
}
#region private
private static void AppendWhereClauseIfExists(StringBuilder builder, string? whereClause)
{
if (!string.IsNullOrWhiteSpace(whereClause))
{
builder.AppendLine($"WHERE {whereClause}");
}
}
private static void AppendOrderByIfExists(StringBuilder builder, string? propertyName)
{
if (!string.IsNullOrWhiteSpace(propertyName))
{
builder.AppendLine($"ORDER BY {propertyName}");
}
}
private static string GetColumnDefinition(SqliteColumn column)
{
const string PrimaryKeyIdentifier = "PRIMARY KEY";
List<string> columnDefinitionParts = [column.Name, column.Type];
if (column.IsPrimary)
{
columnDefinitionParts.Add(PrimaryKeyIdentifier);
}
if (column.Configuration is { Count: > 0 })
{
columnDefinitionParts.AddRange(column.Configuration
.Select(configuration => $"{configuration.Key}={configuration.Value}"));
}
return string.Join(" ", columnDefinitionParts);
}
private static (DbCommand Command, string WhereClause) GetCommandWithWhereClause(
SqliteConnection connection,
List<SqliteWhereCondition> conditions,
string? extraWhereFilter = null,
Dictionary<string, object>? extraParameters = null)
{
const string WhereClauseOperator = " AND ";
var command = connection.CreateCommand();
var whereClauseParts = new List<string>();
foreach (var condition in conditions)
{
var parameterNames = new List<string>();
for (var parameterIndex = 0; parameterIndex < condition.Values.Count; parameterIndex++)
{
var parameterName = GetParameterName(condition.Operand, parameterIndex);
parameterNames.Add(parameterName);
command.Parameters.Add(new SqliteParameter(parameterName, condition.Values[parameterIndex]));
}
whereClauseParts.Add(condition.BuildQuery(parameterNames));
}
var whereClause = string.Join(WhereClauseOperator, whereClauseParts);
if (extraWhereFilter is not null)
{
if (conditions.Count > 0)
{
whereClause += " AND ";
}
whereClause += extraWhereFilter;
Debug.Assert(extraParameters is not null, "extraParameters must be provided when extraWhereFilter is provided.");
foreach (var p in extraParameters!)
{
command.Parameters.Add(new SqliteParameter(p.Key, p.Value));
}
}
return (command, whereClause);
}
private static (List<string> Columns, List<string> ParameterNames, List<object?> ParameterValues) GetQueryParts(
IReadOnlyList<string> propertyNames,
Dictionary<string, object?> record,
int index)
{
var columns = new List<string>();
var parameterNames = new List<string>();
var parameterValues = new List<object?>();
foreach (var propertyName in propertyNames)
{
if (record.TryGetValue(propertyName, out var value))
{
columns.Add($"[{propertyName}]");
parameterNames.Add(GetParameterName(propertyName, index));
parameterValues.Add(value ?? DBNull.Value);
}
}
return (columns, parameterNames, parameterValues);
}
private static string GetParameterName(string propertyName, int index)
{
return $"@{propertyName}{index}";
}
#endregion
}