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Add Azure blob storage source (#546)
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langstream-agents/langstream-agent-azure-blob-storage-source/pom.xml
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
Copyright DataStax, Inc. | ||
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. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<parent> | ||
<artifactId>langstream-agents</artifactId> | ||
<groupId>ai.langstream</groupId> | ||
<version>0.1.1-SNAPSHOT</version> | ||
</parent> | ||
<modelVersion>4.0.0</modelVersion> | ||
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<artifactId>langstream-agent-azure-blob-storage-source</artifactId> | ||
<dependencyManagement> | ||
<dependencies> | ||
<dependency> | ||
<groupId>com.azure</groupId> | ||
<artifactId>azure-sdk-bom</artifactId> | ||
<version>${azure-sdk-bom.version}</version> | ||
<type>pom</type> | ||
<scope>import</scope> | ||
</dependency> | ||
</dependencies> | ||
</dependencyManagement> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>${project.groupId}</groupId> | ||
<artifactId>langstream-api</artifactId> | ||
<version>${project.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>${project.groupId}</groupId> | ||
<artifactId>langstream-agents-commons</artifactId> | ||
<version>${project.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.projectlombok</groupId> | ||
<artifactId>lombok</artifactId> | ||
<scope>provided</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.slf4j</groupId> | ||
<artifactId>slf4j-api</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.azure</groupId> | ||
<artifactId>azure-storage-blob</artifactId> | ||
<exclusions> | ||
<exclusion> | ||
<groupId>com.azure</groupId> | ||
<artifactId>azure-core-http-netty</artifactId> | ||
</exclusion> | ||
</exclusions> | ||
</dependency> | ||
<dependency> | ||
<groupId>com.azure</groupId> | ||
<artifactId>azure-core-http-okhttp</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>ch.qos.logback</groupId> | ||
<artifactId>logback-core</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>ch.qos.logback</groupId> | ||
<artifactId>logback-classic</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.nifi</groupId> | ||
<artifactId>nifi-nar-maven-plugin</artifactId> | ||
<extensions>true</extensions> | ||
<configuration> | ||
<classifier>nar</classifier> | ||
</configuration> | ||
<executions> | ||
<execution> | ||
<id>default-nar</id> | ||
<phase>package</phase> | ||
<goals> | ||
<goal>nar</goal> | ||
</goals> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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...ce/src/main/java/ai/langstream/agents/azureblobstorage/source/AzureBlobStorageSource.java
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/* | ||
* Copyright DataStax, Inc. | ||
* | ||
* 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 ai.langstream.agents.azureblobstorage.source; | ||
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import ai.langstream.api.runner.code.AbstractAgentCode; | ||
import ai.langstream.api.runner.code.AgentSource; | ||
import ai.langstream.api.runner.code.Header; | ||
import ai.langstream.api.runner.code.Record; | ||
import ai.langstream.api.util.ConfigurationUtils; | ||
import com.azure.core.http.rest.PagedIterable; | ||
import com.azure.storage.blob.BlobContainerClient; | ||
import com.azure.storage.blob.BlobContainerClientBuilder; | ||
import com.azure.storage.blob.models.BlobItem; | ||
import com.azure.storage.common.StorageSharedKeyCredential; | ||
import java.util.ArrayList; | ||
import java.util.Collection; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.Set; | ||
import java.util.concurrent.ConcurrentHashMap; | ||
import lombok.AllArgsConstructor; | ||
import lombok.ToString; | ||
import lombok.extern.slf4j.Slf4j; | ||
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@Slf4j | ||
public class AzureBlobStorageSource extends AbstractAgentCode implements AgentSource { | ||
private BlobContainerClient client; | ||
private final Set<String> blobsToCommit = ConcurrentHashMap.newKeySet(); | ||
private int idleTime; | ||
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public static final String ALL_FILES = "*"; | ||
public static final String DEFAULT_EXTENSIONS_FILTER = "pdf,docx,html,htm,md,txt"; | ||
private Set<String> extensions = Set.of(); | ||
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static BlobContainerClient createContainerClient(Map<String, Object> configuration) { | ||
return createContainerClient( | ||
ConfigurationUtils.getString("container", "langstream-azure-source", configuration), | ||
ConfigurationUtils.requiredNonEmptyField( | ||
configuration, "endpoint", () -> "azure blob storage source"), | ||
ConfigurationUtils.getString("sas-token", null, configuration), | ||
ConfigurationUtils.getString("storage-account-name", null, configuration), | ||
ConfigurationUtils.getString("storage-account-key", null, configuration), | ||
ConfigurationUtils.getString( | ||
"storage-account-connection-string", null, configuration)); | ||
} | ||
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static BlobContainerClient createContainerClient( | ||
String container, | ||
String endpoint, | ||
String sasToken, | ||
String storageAccountName, | ||
String storageAccountKey, | ||
String storageAccountConnectionString) { | ||
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BlobContainerClientBuilder containerClientBuilder = new BlobContainerClientBuilder(); | ||
if (sasToken != null) { | ||
containerClientBuilder.sasToken(sasToken); | ||
log.info("Connecting to Azure at {} with SAS token", endpoint); | ||
} else if (storageAccountName != null) { | ||
containerClientBuilder.credential( | ||
new StorageSharedKeyCredential(storageAccountName, storageAccountKey)); | ||
log.info( | ||
"Connecting to Azure at {} with account name {}", endpoint, storageAccountName); | ||
} else if (storageAccountConnectionString != null) { | ||
log.info("Connecting to Azure at {} with connection string", endpoint); | ||
containerClientBuilder.credential( | ||
StorageSharedKeyCredential.fromConnectionString( | ||
storageAccountConnectionString)); | ||
} else { | ||
throw new IllegalArgumentException( | ||
"Either sas-token, account-name/account-key or account-connection-string must be provided"); | ||
} | ||
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containerClientBuilder.endpoint(endpoint); | ||
containerClientBuilder.containerName(container); | ||
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final BlobContainerClient containerClient = containerClientBuilder.buildClient(); | ||
log.info( | ||
"Connected to Azure to account {}, container {}", | ||
containerClient.getAccountName(), | ||
containerClient.getBlobContainerName()); | ||
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if (!containerClient.exists()) { | ||
log.info("Creating container"); | ||
containerClient.createIfNotExists(); | ||
} else { | ||
log.info("Container already exists"); | ||
} | ||
return containerClient; | ||
} | ||
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@Override | ||
public void init(Map<String, Object> configuration) throws Exception { | ||
client = createContainerClient(configuration); | ||
idleTime = Integer.parseInt(configuration.getOrDefault("idle-time", 5).toString()); | ||
extensions = | ||
Set.of( | ||
configuration | ||
.getOrDefault("file-extensions", DEFAULT_EXTENSIONS_FILTER) | ||
.toString() | ||
.split(",")); | ||
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log.info("Getting files with extensions {} (use '*' to no filter)", extensions); | ||
} | ||
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@Override | ||
public List<Record> read() throws Exception { | ||
List<Record> records = new ArrayList<>(); | ||
final PagedIterable<BlobItem> blobs; | ||
try { | ||
blobs = client.listBlobs(); | ||
} catch (Exception e) { | ||
log.error("Error listing blobs on container {}", client.getBlobContainerName(), e); | ||
throw e; | ||
} | ||
boolean somethingFound = false; | ||
for (BlobItem blob : blobs) { | ||
final String name = blob.getName(); | ||
if (blob.isDeleted()) { | ||
log.debug("Skipping blob {}. deleted status", name); | ||
continue; | ||
} | ||
boolean extensionAllowed = isExtensionAllowed(name, extensions); | ||
if (!extensionAllowed) { | ||
log.debug("Skipping blob with bad extension {}", name); | ||
continue; | ||
} | ||
if (!blobsToCommit.contains(name)) { | ||
log.info("Found new blob {}", name); | ||
try { | ||
byte[] read = client.getBlobClient(name).downloadContent().toBytes(); | ||
; | ||
records.add(new BlobSourceRecord(read, name)); | ||
somethingFound = true; | ||
blobsToCommit.add(name); | ||
} catch (Exception e) { | ||
log.error("Error reading object {}", name, e); | ||
throw e; | ||
} | ||
break; | ||
} else { | ||
log.info("Skipping already processed object {}", name); | ||
} | ||
} | ||
if (!somethingFound) { | ||
log.info("Nothing found, sleeping for {} seconds", idleTime); | ||
Thread.sleep(idleTime * 1000L); | ||
} else { | ||
processed(0, 1); | ||
} | ||
return records; | ||
} | ||
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static boolean isExtensionAllowed(String name, Set<String> extensions) { | ||
if (extensions.contains(ALL_FILES)) { | ||
return true; | ||
} | ||
String extension; | ||
int extensionIndex = name.lastIndexOf('.'); | ||
if (extensionIndex < 0 || extensionIndex == name.length() - 1) { | ||
extension = ""; | ||
} else { | ||
extension = name.substring(extensionIndex + 1); | ||
} | ||
return extensions.contains(extension); | ||
} | ||
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@Override | ||
protected Map<String, Object> buildAdditionalInfo() { | ||
return Map.of("container", client.getBlobContainerName()); | ||
} | ||
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@Override | ||
public void commit(List<Record> records) throws Exception { | ||
for (Record record : records) { | ||
BlobSourceRecord blobRecord = (BlobSourceRecord) record; | ||
String name = blobRecord.name; | ||
log.info("Removing blob {}", name); | ||
client.getBlobClient(name).deleteIfExists(); | ||
blobsToCommit.remove(name); | ||
} | ||
} | ||
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private static class BlobSourceRecord implements Record { | ||
private final byte[] read; | ||
private final String name; | ||
private final long timestamp = System.currentTimeMillis(); | ||
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public BlobSourceRecord(byte[] read, String name) { | ||
this.read = read; | ||
this.name = name; | ||
} | ||
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/** | ||
* the key is used for routing, so it is better to set it to something meaningful. In case | ||
* of retransmission the message will be sent to the same partition. | ||
* | ||
* @return the key | ||
*/ | ||
@Override | ||
public Object key() { | ||
return name; | ||
} | ||
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@Override | ||
public Object value() { | ||
return read; | ||
} | ||
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@Override | ||
public String origin() { | ||
return null; | ||
} | ||
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@Override | ||
public Long timestamp() { | ||
return timestamp; | ||
} | ||
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@Override | ||
public Collection<Header> headers() { | ||
return List.of(new BlobHeader("name", name)); | ||
} | ||
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@AllArgsConstructor | ||
@ToString | ||
private static class BlobHeader implements Header { | ||
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final String key; | ||
final String value; | ||
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@Override | ||
public String key() { | ||
return key; | ||
} | ||
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@Override | ||
public String value() { | ||
return value; | ||
} | ||
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@Override | ||
public String valueAsString() { | ||
return value; | ||
} | ||
} | ||
} | ||
} |
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