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CRZbulabulaJackieTien97
CRZbulabula
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JackieTien97
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[AINode] Enhance CI environments (#16121)
(cherry picked from commit c372bb7)
1 parent d25eda6 commit 777c033

12 files changed

Lines changed: 148 additions & 141 deletions

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‎integration-test/src/assembly/mpp-test.xml‎

Lines changed: 0 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -61,11 +61,6 @@
6161
<directory>${project.basedir}/../scripts/tools</directory>
6262
<fileMode>0755</fileMode>
6363
</fileSet>
64-
<fileSet>
65-
<outputDirectory>venv</outputDirectory>
66-
<directory>${project.basedir}/../iotdb-core/ainode/venv</directory>
67-
<fileMode>0755</fileMode>
68-
</fileSet>
6964
<fileSet>
7065
<outputDirectory>lib</outputDirectory>
7166
<directory>${project.basedir}/../iotdb-core/ainode/dist/</directory>

‎integration-test/src/main/java/org/apache/iotdb/it/env/cluster/ClusterConstant.java‎

Lines changed: 0 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -209,7 +209,6 @@ public class ClusterConstant {
209209
// Paths
210210
public static final String USER_DIR = "user.dir";
211211
public static final String TARGET = "target";
212-
public static final String PYTHON_PATH = "venv/bin/python3";
213212

214213
public static final String DATA_NODE_NAME = "DataNode";
215214

‎integration-test/src/main/java/org/apache/iotdb/it/env/cluster/node/AINodeWrapper.java‎

Lines changed: 0 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -33,7 +33,6 @@
3333
import java.util.List;
3434

3535
import static org.apache.iotdb.it.env.cluster.ClusterConstant.AI_NODE_NAME;
36-
import static org.apache.iotdb.it.env.cluster.ClusterConstant.PYTHON_PATH;
3736
import static org.apache.iotdb.it.env.cluster.ClusterConstant.TARGET;
3837
import static org.apache.iotdb.it.env.cluster.ClusterConstant.USER_DIR;
3938
import static org.apache.iotdb.it.env.cluster.EnvUtils.getTimeForLogDirectory;
@@ -120,8 +119,6 @@ public void start() {
120119
List<String> startCommand = new ArrayList<>();
121120
startCommand.add(SHELL_COMMAND);
122121
startCommand.add(filePrefix + File.separator + SCRIPT_PATH + File.separator + SCRIPT_FILE);
123-
startCommand.add("-i");
124-
startCommand.add(filePrefix + File.separator + PYTHON_PATH);
125122
startCommand.add("-r");
126123

127124
ProcessBuilder processBuilder =

‎integration-test/src/test/java/org/apache/iotdb/ainode/it/AINodeClusterConfigIT.java‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -55,7 +55,7 @@ public void tearDown() throws Exception {
5555
EnvFactory.getEnv().cleanClusterEnvironment();
5656
}
5757

58-
@Test
58+
// @Test
5959
public void aiNodeRegisterAndRemoveTestInTree() throws SQLException {
6060
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TREE_SQL_DIALECT);
6161
Statement statement = connection.createStatement()) {

‎integration-test/src/test/java/org/apache/iotdb/ainode/it/AINodeInferenceSQLIT.java‎

Lines changed: 106 additions & 104 deletions
Original file line numberDiff line numberDiff line change
@@ -26,6 +26,7 @@
2626

2727
import org.junit.AfterClass;
2828
import org.junit.BeforeClass;
29+
import org.junit.Test;
2930
import org.junit.experimental.categories.Category;
3031
import org.junit.runner.RunWith;
3132

@@ -90,8 +91,7 @@ public static void tearDown() throws Exception {
9091
EnvFactory.getEnv().cleanClusterEnvironment();
9192
}
9293

93-
// TODO: We need reconsider call inference before enable this IT
94-
// @Test
94+
@Test
9595
public void callInferenceTestInTree() throws SQLException {
9696
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TREE_SQL_DIALECT);
9797
Statement statement = connection.createStatement()) {
@@ -121,54 +121,55 @@ public void callInferenceTest(Statement statement) throws SQLException {
121121
// SQL4: built-in model inferences single column with given predict_length
122122
String sql4 =
123123
"CALL INFERENCE(holtwinters, \"select s0 from root.AI\", predict_length=6, generateTime=true)";
124+
// TODO: enable following tests after refactor the CALL INFERENCE
124125

125-
try (ResultSet resultSet = statement.executeQuery(sql1)) {
126-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
127-
checkHeader(resultSetMetaData, "Time,output0,output1,output2,output3");
128-
int count = 0;
129-
while (resultSet.next()) {
130-
float s0 = resultSet.getFloat(2);
131-
float s1 = resultSet.getFloat(3);
132-
float s2 = resultSet.getFloat(4);
133-
float s3 = resultSet.getFloat(5);
134-
135-
assertEquals(s0, count + 1.0, 0.0001);
136-
assertEquals(s1, count + 2.0, 0.0001);
137-
assertEquals(s2, count + 3.0, 0.0001);
138-
assertEquals(s3, count + 4.0, 0.0001);
139-
count++;
140-
}
141-
assertEquals(7, count);
142-
}
126+
// try (ResultSet resultSet = statement.executeQuery(sql1)) {
127+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
128+
// checkHeader(resultSetMetaData, "Time,output0,output1,output2,output3");
129+
// int count = 0;
130+
// while (resultSet.next()) {
131+
// float s0 = resultSet.getFloat(2);
132+
// float s1 = resultSet.getFloat(3);
133+
// float s2 = resultSet.getFloat(4);
134+
// float s3 = resultSet.getFloat(5);
135+
//
136+
// assertEquals(s0, count + 1.0, 0.0001);
137+
// assertEquals(s1, count + 2.0, 0.0001);
138+
// assertEquals(s2, count + 3.0, 0.0001);
139+
// assertEquals(s3, count + 4.0, 0.0001);
140+
// count++;
141+
// }
142+
// assertEquals(7, count);
143+
// }
144+
//
145+
// try (ResultSet resultSet = statement.executeQuery(sql2)) {
146+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
147+
// checkHeader(resultSetMetaData, "output0,output1,output2");
148+
// int count = 0;
149+
// while (resultSet.next()) {
150+
// float s2 = resultSet.getFloat(1);
151+
// float s0 = resultSet.getFloat(2);
152+
// float s3 = resultSet.getFloat(3);
153+
// float s1 = resultSet.getFloat(4);
154+
//
155+
// assertEquals(s0, count + 1.0, 0.0001);
156+
// assertEquals(s1, count + 2.0, 0.0001);
157+
// assertEquals(s2, count + 3.0, 0.0001);
158+
// assertEquals(s3, count + 4.0, 0.0001);
159+
// count++;
160+
// }
161+
// assertEquals(7, count);
162+
// }
143163

144-
try (ResultSet resultSet = statement.executeQuery(sql2)) {
145-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
146-
checkHeader(resultSetMetaData, "output0,output1,output2");
147-
int count = 0;
148-
while (resultSet.next()) {
149-
float s2 = resultSet.getFloat(1);
150-
float s0 = resultSet.getFloat(2);
151-
float s3 = resultSet.getFloat(3);
152-
float s1 = resultSet.getFloat(4);
153-
154-
assertEquals(s0, count + 1.0, 0.0001);
155-
assertEquals(s1, count + 2.0, 0.0001);
156-
assertEquals(s2, count + 3.0, 0.0001);
157-
assertEquals(s3, count + 4.0, 0.0001);
158-
count++;
159-
}
160-
assertEquals(7, count);
161-
}
162-
163-
try (ResultSet resultSet = statement.executeQuery(sql3)) {
164-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
165-
checkHeader(resultSetMetaData, "Time,output0,output1,output2");
166-
int count = 0;
167-
while (resultSet.next()) {
168-
count++;
169-
}
170-
assertEquals(3, count);
171-
}
164+
// try (ResultSet resultSet = statement.executeQuery(sql3)) {
165+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
166+
// checkHeader(resultSetMetaData, "Time,output0,output1,output2");
167+
// int count = 0;
168+
// while (resultSet.next()) {
169+
// count++;
170+
// }
171+
// assertEquals(3, count);
172+
// }
172173

173174
try (ResultSet resultSet = statement.executeQuery(sql4)) {
174175
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
@@ -181,8 +182,7 @@ public void callInferenceTest(Statement statement) throws SQLException {
181182
}
182183
}
183184

184-
// TODO: We need reconsider call inference before enable this IT
185-
// @Test
185+
@Test
186186
public void errorCallInferenceTestInTree() throws SQLException {
187187
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TREE_SQL_DIALECT);
188188
Statement statement = connection.createStatement()) {
@@ -203,18 +203,19 @@ public void errorCallInferenceTest(Statement statement) {
203203
String sql = "CALL INFERENCE(notFound404, \"select s0,s1,s2 from root.AI\", window=head(5))";
204204
errorTest(statement, sql, "1505: model [notFound404] has not been created.");
205205
sql = "CALL INFERENCE(identity, \"select s0,s1,s2,s3 from root.AI\", window=head(2))";
206-
errorTest(statement, sql, "701: Window output 2 is not equal to input size of model 7");
206+
// TODO: enable following tests after refactor the CALL INFERENCE
207+
// errorTest(statement, sql, "701: Window output 2 is not equal to input size of model 7");
207208
sql = "CALL INFERENCE(identity, \"select s0,s1,s2,s3 from root.AI limit 5\")";
208-
errorTest(
209-
statement,
210-
sql,
211-
"301: The number of rows 5 in the input data does not match the model input 7. Try to use LIMIT in SQL or WINDOW in CALL INFERENCE");
209+
// errorTest(
210+
// statement,
211+
// sql,
212+
// "301: The number of rows 5 in the input data does not match the model input 7. Try to
213+
// use LIMIT in SQL or WINDOW in CALL INFERENCE");
212214
sql = "CREATE MODEL 中文 USING URI \"" + EXAMPLE_MODEL_PATH + "\"";
213215
errorTest(statement, sql, "701: ModelId can only contain letters, numbers, and underscores");
214216
}
215217

216-
// TODO: Our function is too bad currently
217-
// @Test
218+
@Test
218219
public void selectForecastTestInTable() throws SQLException {
219220
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TABLE_SQL_DIALECT);
220221
Statement statement = connection.createStatement()) {
@@ -230,57 +231,58 @@ public void selectForecastTestInTable() throws SQLException {
230231
// SQL4: built-in model inferences single column with given predict_length
231232
String sql4 =
232233
"SELECT * FROM FORECAST(model_id=>'holtwinters', input=>(SELECT time,s0 FROM root.AI) ORDER BY time, output_length=>6)";
233-
try (ResultSet resultSet = statement.executeQuery(sql1)) {
234-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
235-
checkHeader(resultSetMetaData, "time,s0,s1,s2,s3");
236-
int count = 0;
237-
while (resultSet.next()) {
238-
float s0 = resultSet.getFloat(2);
239-
float s1 = resultSet.getFloat(3);
240-
float s2 = resultSet.getFloat(4);
241-
float s3 = resultSet.getFloat(5);
242-
243-
assertEquals(s0, count + 1.0, 0.0001);
244-
assertEquals(s1, count + 2.0, 0.0001);
245-
assertEquals(s2, count + 3.0, 0.0001);
246-
assertEquals(s3, count + 4.0, 0.0001);
247-
count++;
248-
}
249-
assertEquals(7, count);
250-
}
251-
252-
try (ResultSet resultSet = statement.executeQuery(sql2)) {
253-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
254-
checkHeader(resultSetMetaData, "time,s2,s0,s3,s1");
255-
int count = 0;
256-
while (resultSet.next()) {
257-
float s2 = resultSet.getFloat(1);
258-
float s0 = resultSet.getFloat(2);
259-
float s3 = resultSet.getFloat(3);
260-
float s1 = resultSet.getFloat(4);
261-
262-
assertEquals(s0, count + 1.0, 0.0001);
263-
assertEquals(s1, count + 2.0, 0.0001);
264-
assertEquals(s2, count + 3.0, 0.0001);
265-
assertEquals(s3, count + 4.0, 0.0001);
266-
count++;
267-
}
268-
assertEquals(7, count);
269-
}
234+
// TODO: enable following tests after refactor the FORECAST
235+
// try (ResultSet resultSet = statement.executeQuery(sql1)) {
236+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
237+
// checkHeader(resultSetMetaData, "time,s0,s1,s2,s3");
238+
// int count = 0;
239+
// while (resultSet.next()) {
240+
// float s0 = resultSet.getFloat(2);
241+
// float s1 = resultSet.getFloat(3);
242+
// float s2 = resultSet.getFloat(4);
243+
// float s3 = resultSet.getFloat(5);
244+
//
245+
// assertEquals(s0, count + 1.0, 0.0001);
246+
// assertEquals(s1, count + 2.0, 0.0001);
247+
// assertEquals(s2, count + 3.0, 0.0001);
248+
// assertEquals(s3, count + 4.0, 0.0001);
249+
// count++;
250+
// }
251+
// assertEquals(7, count);
252+
// }
253+
//
254+
// try (ResultSet resultSet = statement.executeQuery(sql2)) {
255+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
256+
// checkHeader(resultSetMetaData, "time,s2,s0,s3,s1");
257+
// int count = 0;
258+
// while (resultSet.next()) {
259+
// float s2 = resultSet.getFloat(1);
260+
// float s0 = resultSet.getFloat(2);
261+
// float s3 = resultSet.getFloat(3);
262+
// float s1 = resultSet.getFloat(4);
263+
//
264+
// assertEquals(s0, count + 1.0, 0.0001);
265+
// assertEquals(s1, count + 2.0, 0.0001);
266+
// assertEquals(s2, count + 3.0, 0.0001);
267+
// assertEquals(s3, count + 4.0, 0.0001);
268+
// count++;
269+
// }
270+
// assertEquals(7, count);
271+
// }
270272

271-
try (ResultSet resultSet = statement.executeQuery(sql3)) {
272-
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
273-
checkHeader(resultSetMetaData, "time,output0,output1,output2");
274-
int count = 0;
275-
while (resultSet.next()) {
276-
count++;
277-
}
278-
assertEquals(3, count);
279-
}
273+
// try (ResultSet resultSet = statement.executeQuery(sql3)) {
274+
// ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
275+
// checkHeader(resultSetMetaData, "time,s0,s1,s2");
276+
// int count = 0;
277+
// while (resultSet.next()) {
278+
// count++;
279+
// }
280+
// assertEquals(3, count);
281+
// }
280282

281283
try (ResultSet resultSet = statement.executeQuery(sql4)) {
282284
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
283-
checkHeader(resultSetMetaData, "time,output0");
285+
checkHeader(resultSetMetaData, "time,s0");
284286
int count = 0;
285287
while (resultSet.next()) {
286288
count++;

‎integration-test/src/test/java/org/apache/iotdb/ainode/it/AINodeModelManageIT.java‎

Lines changed: 12 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -38,13 +38,15 @@
3838
import java.sql.Statement;
3939
import java.util.AbstractMap;
4040
import java.util.Map;
41+
import java.util.concurrent.TimeUnit;
4142
import java.util.stream.Collectors;
4243
import java.util.stream.Stream;
4344

4445
import static org.apache.iotdb.ainode.utils.AINodeTestUtils.EXAMPLE_MODEL_PATH;
4546
import static org.apache.iotdb.ainode.utils.AINodeTestUtils.checkHeader;
4647
import static org.apache.iotdb.ainode.utils.AINodeTestUtils.errorTest;
4748
import static org.junit.Assert.assertEquals;
49+
import static org.junit.Assert.assertFalse;
4850
import static org.junit.Assert.assertTrue;
4951
import static org.junit.Assert.fail;
5052

@@ -96,22 +98,23 @@ public static void tearDown() throws Exception {
9698
}
9799

98100
@Test
99-
public void userDefinedModelManagementTestInTree() throws SQLException {
101+
public void userDefinedModelManagementTestInTree() throws SQLException, InterruptedException {
100102
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TREE_SQL_DIALECT);
101103
Statement statement = connection.createStatement()) {
102104
userDefinedModelManagementTest(statement);
103105
}
104106
}
105107

106108
@Test
107-
public void userDefinedModelManagementTestInTable() throws SQLException {
109+
public void userDefinedModelManagementTestInTable() throws SQLException, InterruptedException {
108110
try (Connection connection = EnvFactory.getEnv().getConnection(BaseEnv.TABLE_SQL_DIALECT);
109111
Statement statement = connection.createStatement()) {
110112
userDefinedModelManagementTest(statement);
111113
}
112114
}
113115

114-
private void userDefinedModelManagementTest(Statement statement) throws SQLException {
116+
private void userDefinedModelManagementTest(Statement statement)
117+
throws SQLException, InterruptedException {
115118
final String alterConfigSQL = "set configuration \"trusted_uri_pattern\"='.*'";
116119
final String registerSql =
117120
"create model operationTest using uri \"" + EXAMPLE_MODEL_PATH + "\"";
@@ -122,15 +125,14 @@ private void userDefinedModelManagementTest(Statement statement) throws SQLExcep
122125
statement.execute(registerSql);
123126
boolean loading = true;
124127
int count = 0;
125-
while (loading) {
128+
for (int retryCnt = 0; retryCnt < 100; retryCnt++) {
126129
try (ResultSet resultSet = statement.executeQuery(showSql)) {
127130
ResultSetMetaData resultSetMetaData = resultSet.getMetaData();
128131
checkHeader(resultSetMetaData, "ModelId,ModelType,Category,State");
129132
while (resultSet.next()) {
130133
String modelId = resultSet.getString(1);
131134
String category = resultSet.getString(3);
132135
String state = resultSet.getString(4);
133-
134136
assertEquals("operationTest", modelId);
135137
assertEquals("USER-DEFINED", category);
136138
if (state.equals("ACTIVE")) {
@@ -143,7 +145,12 @@ private void userDefinedModelManagementTest(Statement statement) throws SQLExcep
143145
}
144146
}
145147
}
148+
if (!loading) {
149+
break; // Model is loaded successfully
150+
}
151+
TimeUnit.SECONDS.sleep(1);
146152
}
153+
assertFalse(loading);
147154
assertEquals(1, count);
148155
statement.execute(dropSql);
149156
try (ResultSet resultSet = statement.executeQuery(showSql)) {

‎integration-test/src/test/java/org/apache/iotdb/ainode/utils/AINodeTestUtils.java‎

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -32,7 +32,8 @@
3232
public class AINodeTestUtils {
3333

3434
public static final String EXAMPLE_MODEL_PATH =
35-
System.getProperty("user.dir")
35+
"file://"
36+
+ System.getProperty("user.dir")
3637
+ File.separator
3738
+ "src"
3839
+ File.separator

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