-
Notifications
You must be signed in to change notification settings - Fork 9
Expand file tree
/
Copy pathVectorSchemaRootConverter.java
More file actions
221 lines (199 loc) · 8.56 KB
/
VectorSchemaRootConverter.java
File metadata and controls
221 lines (199 loc) · 8.56 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
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
/*
* The MIT License
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
package com.influxdb.v3.client.internal;
import java.math.BigInteger;
import java.time.LocalDateTime;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.logging.Logger;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import javax.annotation.concurrent.ThreadSafe;
import org.apache.arrow.vector.FieldVector;
import org.apache.arrow.vector.VectorSchemaRoot;
import org.apache.arrow.vector.types.pojo.Field;
import org.apache.arrow.vector.util.Text;
import com.influxdb.v3.client.PointValues;
import com.influxdb.v3.client.write.WritePrecision;
/**
* The VectorSchemaRootConverter class is responsible for converting rows of data from a VectorSchemaRoot object
* to PointValues. It provides a method to perform this conversion.
* <p>
* This class is thread-safe.
*/
@ThreadSafe
public final class VectorSchemaRootConverter {
private static final Logger LOG = Logger.getLogger(VectorSchemaRootConverter.class.getName());
public static final VectorSchemaRootConverter INSTANCE = new VectorSchemaRootConverter();
/**
* Converts a given row of data from a VectorSchemaRoot object to PointValues.
*
* @param rowNumber the index of the row to be converted
* @param fieldVectors the list of FieldVector objects representing the data columns
* @return the converted PointValues object
*/
@Nonnull
PointValues toPointValues(final int rowNumber,
@Nonnull final List<FieldVector> fieldVectors) {
PointValues p = new PointValues();
for (FieldVector fieldVector : fieldVectors) {
var field = fieldVector.getField();
var value = fieldVector.getObject(rowNumber);
var fieldName = field.getName();
var metaType = field.getMetadata().get("iox::column::type");
if (value instanceof Text) {
value = value.toString();
}
if ((Objects.equals(fieldName, "measurement")
|| Objects.equals(fieldName, "iox::measurement"))
&& value instanceof String) {
p.setMeasurement((String) value);
continue;
}
if (metaType == null) {
if (Objects.equals(fieldName, "time") && (value instanceof Long || value instanceof LocalDateTime)) {
var timeNano = NanosecondConverter.getTimestampNano(value, field);
p.setTimestamp(timeNano, WritePrecision.NS);
} else {
// just push as field If you don't know what type is it
p.setField(fieldName, value);
}
continue;
}
String valueType = metaType.split("::")[2];
Object mappedValue = getMappedValue(field, value);
if ("field".equals(valueType)) {
p.setField(fieldName, mappedValue);
} else if ("tag".equals(valueType) && value instanceof String) {
p.setTag(fieldName, (String) mappedValue);
} else if ("timestamp".equals(valueType)) {
p.setTimestamp((BigInteger) mappedValue, WritePrecision.NS);
}
}
return p;
}
/**
* Function to cast value return base on metadata from InfluxDB.
*
* @param field the Field object from Arrow
* @param value the value to cast
* @return the value with the correct type
*/
public Object getMappedValue(@Nonnull final Field field, @Nullable final Object value) {
if (value == null) {
return null;
}
var fieldName = field.getName();
if ("measurement".equals(fieldName) || "iox::measurement".equals(fieldName)) {
return value.toString();
}
var metaType = field.getMetadata().get("iox::column::type");
if (metaType == null) {
if ("time".equals(fieldName) && (value instanceof Long || value instanceof LocalDateTime)) {
return NanosecondConverter.getTimestampNano(value, field);
} else {
return value;
}
}
String[] parts = metaType.split("::");
String valueType = parts[2];
if ("field".equals(valueType)) {
switch (metaType) {
case "iox::column_type::field::integer":
case "iox::column_type::field::uinteger":
if (value instanceof Number) {
return TypeCasting.toLongValue(value);
} else {
LOG.warning(String.format("Value %s is not an Long", value));
return value;
}
case "iox::column_type::field::float":
if (value instanceof Number) {
return TypeCasting.toDoubleValue(value);
} else {
LOG.warning(String.format("Value %s is not a Double", value));
return value;
}
case "iox::column_type::field::string":
if (value instanceof Text || value instanceof String) {
return TypeCasting.toStringValue(value);
} else {
LOG.warning(String.format("Value %s is not a String", value));
return value;
}
case "iox::column_type::field::boolean":
if (value instanceof Boolean) {
return value;
} else {
LOG.warning(String.format("Value %s is not a Boolean", value));
return value;
}
default:
return value;
}
} else if ("timestamp".equals(valueType) || Objects.equals(fieldName, "time")) {
return NanosecondConverter.getTimestampNano(value, field);
} else {
return TypeCasting.toStringValue(value);
}
}
/**
* Get array of values from VectorSchemaRoot.
*
* @param vector The data return from InfluxDB.
* @param rowNumber The row number of data
* @return An array of Objects represents a row of data
*/
public Object[] getArrayObjectFromVectorSchemaRoot(@Nonnull final VectorSchemaRoot vector, final int rowNumber) {
List<FieldVector> fieldVectors = vector.getFieldVectors();
int columnSize = fieldVectors.size();
var row = new Object[columnSize];
for (int i = 0; i < columnSize; i++) {
FieldVector fieldVector = fieldVectors.get(i);
row[i] = getMappedValue(
fieldVector.getField(),
fieldVector.getObject(rowNumber)
);
}
return row;
}
/**
* Get a Map from VectorSchemaRoot.
*
* @param vector The data return from InfluxDB.
* @param rowNumber The row number of data
* @return A Map represents a row of data
*/
public Map<String, Object> getMapFromVectorSchemaRoot(@Nonnull final VectorSchemaRoot vector, final int rowNumber) {
Map<String, Object> row = new LinkedHashMap<>();
for (FieldVector fieldVector : vector.getFieldVectors()) {
Object mappedValue = getMappedValue(
fieldVector.getField(),
fieldVector.getObject(rowNumber)
);
row.put(fieldVector.getName(), mappedValue);
}
return row;
}
}