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65
dataplex/snippets/src/main/java/dataplex/SearchEntries.java
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/* | ||
* Copyright 2024 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package dataplex; | ||
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// [START dataplex_search_entries] | ||
import com.google.cloud.dataplex.v1.CatalogServiceClient; | ||
import com.google.cloud.dataplex.v1.Entry; | ||
import com.google.cloud.dataplex.v1.SearchEntriesRequest; | ||
import com.google.cloud.dataplex.v1.SearchEntriesResult; | ||
import java.io.IOException; | ||
import java.util.List; | ||
import java.util.stream.Collectors; | ||
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public class SearchEntries { | ||
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public static void main(String[] args) throws IOException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
String projectId = "MY_PROJECT_ID"; | ||
// How to write query for search: https://cloud.google.com/dataplex/docs/search-syntax | ||
String query = "MY_QUERY"; | ||
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List<Entry> entries = searchEntries(projectId, query); | ||
entries.forEach(entry -> System.out.println("Entry name found in search: " + entry.getName())); | ||
} | ||
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// Method to search Entries located in projectId and matching query | ||
public static List<Entry> searchEntries(String projectId, String query) throws IOException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. | ||
try (CatalogServiceClient client = CatalogServiceClient.create()) { | ||
SearchEntriesRequest searchEntriesRequest = | ||
SearchEntriesRequest.newBuilder() | ||
.setPageSize(100) | ||
// Required field, will by default limit search scope to organization under which the | ||
// project is located | ||
.setName(String.format("projects/%s/locations/global", projectId)) | ||
// Optional field, will further limit search scope only to specified project | ||
.setScope(String.format("projects/%s", projectId)) | ||
.setQuery(query) | ||
.build(); | ||
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CatalogServiceClient.SearchEntriesPagedResponse searchEntriesResponse = | ||
client.searchEntries(searchEntriesRequest); | ||
return searchEntriesResponse.getPage().getResponse().getResultsList().stream() | ||
// Extract Entries nested inside search results | ||
.map(SearchEntriesResult::getDataplexEntry) | ||
.collect(Collectors.toList()); | ||
} | ||
} | ||
} | ||
// [END dataplex_search_entries] |
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dataplex/snippets/src/test/java/dataplex/SearchEntriesIT.java
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/* | ||
* Copyright 2024 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package dataplex; | ||
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import static com.google.common.truth.Truth.assertThat; | ||
import static junit.framework.TestCase.assertNotNull; | ||
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import com.google.cloud.dataplex.v1.Entry; | ||
import java.io.IOException; | ||
import java.util.List; | ||
import java.util.UUID; | ||
import org.junit.AfterClass; | ||
import org.junit.BeforeClass; | ||
import org.junit.Test; | ||
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public class SearchEntriesIT { | ||
private static final String ID = UUID.randomUUID().toString().substring(0, 8); | ||
private static final String LOCATION = "us-central1"; | ||
private static final String entryGroupId = "test-entry-group-" + ID; | ||
private static final String entryId = "test-entry-" + ID; | ||
private static final String expectedEntry = | ||
String.format("locations/%s/entryGroups/%s/entries/%s", LOCATION, entryGroupId, entryId); | ||
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private static final String PROJECT_ID = requireProjectIdEnvVar(); | ||
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private static String requireProjectIdEnvVar() { | ||
String value = System.getenv("GOOGLE_CLOUD_PROJECT"); | ||
assertNotNull( | ||
"Environment variable GOOGLE_CLOUD_PROJECT is required to perform these tests.", value); | ||
return value; | ||
} | ||
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@BeforeClass | ||
public static void setUp() throws Exception { | ||
requireProjectIdEnvVar(); | ||
CreateEntryGroup.createEntryGroup(PROJECT_ID, LOCATION, entryGroupId); | ||
CreateEntry.createEntry(PROJECT_ID, LOCATION, entryGroupId, entryId); | ||
Thread.sleep(30000); | ||
} | ||
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@Test | ||
public void testSearchEntries() throws IOException { | ||
String query = "name:test-entry- AND description:description AND aspect:generic"; | ||
List<Entry> entries = SearchEntries.searchEntries(PROJECT_ID, query); | ||
assertThat( | ||
entries.stream() | ||
.map(Entry::getName) | ||
.map(entryName -> entryName.substring(entryName.indexOf("location")))) | ||
.contains(expectedEntry); | ||
} | ||
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@AfterClass | ||
public static void tearDown() throws Exception { | ||
// Entry inside this Entry Group will be deleted automatically | ||
DeleteEntryGroup.deleteEntryGroup(PROJECT_ID, LOCATION, entryGroupId); | ||
} | ||
} |
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/* | ||
* Copyright 2024 Google LLC | ||
* | ||
* 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. | ||
*/ | ||
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package tpu; | ||
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//[START tpu_vm_create_topology] | ||
import com.google.cloud.tpu.v2.AcceleratorConfig; | ||
import com.google.cloud.tpu.v2.AcceleratorConfig.Type; | ||
import com.google.cloud.tpu.v2.CreateNodeRequest; | ||
import com.google.cloud.tpu.v2.Node; | ||
import com.google.cloud.tpu.v2.TpuClient; | ||
import java.io.IOException; | ||
import java.util.concurrent.ExecutionException; | ||
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public class CreateTpuWithTopologyFlag { | ||
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public static void main(String[] args) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// TODO(developer): Replace these variables before running the sample. | ||
// Project ID or project number of the Google Cloud project you want to create a node. | ||
String projectId = "YOUR_PROJECT_ID"; | ||
// The zone in which to create the TPU. | ||
// For more information about supported TPU types for specific zones, | ||
// see https://cloud.google.com/tpu/docs/regions-zones | ||
String zone = "europe-west4-a"; | ||
// The name for your TPU. | ||
String nodeName = "YOUR_TPU_NAME"; | ||
// The version of the Cloud TPU you want to create. | ||
// Available options: TYPE_UNSPECIFIED = 0, V2 = 2, V3 = 4, V4 = 7 | ||
Type tpuVersion = AcceleratorConfig.Type.V2; | ||
// Software version that specifies the version of the TPU runtime to install. | ||
// For more information, see https://cloud.google.com/tpu/docs/runtimes | ||
String tpuSoftwareVersion = "tpu-vm-tf-2.17.0-pod-pjrt"; | ||
// The physical topology of your TPU slice. | ||
// For more information about topology for each TPU version, | ||
// see https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#versions. | ||
String topology = "2x2"; | ||
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createTpuWithTopologyFlag(projectId, zone, nodeName, tpuVersion, tpuSoftwareVersion, topology); | ||
} | ||
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// Creates a TPU VM with the specified name, zone, version and topology. | ||
public static Node createTpuWithTopologyFlag(String projectId, String zone, String nodeName, | ||
Type tpuVersion, String tpuSoftwareVersion, String topology) | ||
throws IOException, ExecutionException, InterruptedException { | ||
// Initialize client that will be used to send requests. This client only needs to be created | ||
// once, and can be reused for multiple requests. | ||
try (TpuClient tpuClient = TpuClient.create()) { | ||
String parent = String.format("projects/%s/locations/%s", projectId, zone); | ||
Node tpuVm = | ||
Node.newBuilder() | ||
.setName(nodeName) | ||
.setAcceleratorConfig(Node.newBuilder() | ||
.getAcceleratorConfigBuilder() | ||
.setType(tpuVersion) | ||
.setTopology(topology) | ||
.build()) | ||
.setRuntimeVersion(tpuSoftwareVersion) | ||
.build(); | ||
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CreateNodeRequest request = | ||
CreateNodeRequest.newBuilder() | ||
.setParent(parent) | ||
.setNodeId(nodeName) | ||
.setNode(tpuVm) | ||
.build(); | ||
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return tpuClient.createNodeAsync(request).get(); | ||
} | ||
} | ||
} | ||
//[END tpu_vm_create_topology] |
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