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MeiliSearch Destination (airbytehq#1964)
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cgardens authored Feb 9, 2021
1 parent 96d99f3 commit 9a81bd6
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{
"destinationDefinitionId": "af7c921e-5892-4ff2-b6c1-4a5ab258fb7e",
"name": "MeiliSearch",
"dockerRepository": "airbyte/destination-meilisearch",
"dockerImageTag": "0.1.0",
"documentationUrl": "https://docs.airbyte.io/integrations/destinations/meilisearch"
}
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dockerRepository: airbyte/destination-redshift
dockerImageTag: 0.1.8
documentationUrl: https://docs.airbyte.io/integrations/destinations/redshift
- destinationDefinitionId: af7c921e-5892-4ff2-b6c1-4a5ab258fb7e
name: MeiliSearch
dockerRepository: airbyte/destination-meilisearch
dockerImageTag: 0.1.0
documentationUrl: https://docs.airbyte.io/integrations/destinations/meilisearch
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/*
* MIT License
*
* Copyright (c) 2020 Airbyte
*
* 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 io.airbyte.integrations;

import io.airbyte.commons.json.Jsons;
import io.airbyte.commons.resources.MoreResources;
import io.airbyte.integrations.base.Integration;
import io.airbyte.protocol.models.ConnectorSpecification;

public abstract class BaseConnector implements Integration {

/**
* By convention the spec is stored as a resource for java connectors. That resource is called
* spec.json.
*
* @return specification.
* @throws Exception - any exception.
*/
@Override
public ConnectorSpecification spec() throws Exception {
// return a JsonSchema representation of the spec for the integration.
final String resourceString = MoreResources.readResource("spec.json");
return Jsons.deserialize(resourceString, ConnectorSpecification.class);
}

}
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Expand Up @@ -291,11 +291,15 @@ public void testIncrementalSync() throws Exception {
return;
}

testIncrementalSync("exchange_rate_messages.txt", "exchange_rate_catalog.json");
}

public void testIncrementalSync(String messagesFilename, String catalogFilename) throws Exception {
final AirbyteCatalog catalog =
Jsons.deserialize(MoreResources.readResource("exchange_rate_catalog.json"), AirbyteCatalog.class);
Jsons.deserialize(MoreResources.readResource(catalogFilename), AirbyteCatalog.class);
final ConfiguredAirbyteCatalog configuredCatalog = CatalogHelpers.toDefaultConfiguredCatalog(catalog);
configuredCatalog.getStreams().forEach(s -> s.withSyncMode(SyncMode.INCREMENTAL));
final List<AirbyteMessage> firstSyncMessages = MoreResources.readResource("exchange_rate_messages.txt").lines()
final List<AirbyteMessage> firstSyncMessages = MoreResources.readResource(messagesFilename).lines()
.map(record -> Jsons.deserialize(record, AirbyteMessage.class)).collect(Collectors.toList());
runSync(getConfig(), firstSyncMessages, configuredCatalog);

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*
!Dockerfile
!build
12 changes: 12 additions & 0 deletions airbyte-integrations/connectors/destination-meilisearch/Dockerfile
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FROM airbyte/integration-base-java:dev

WORKDIR /airbyte

ENV APPLICATION destination-meilisearch

COPY build/distributions/${APPLICATION}*.tar ${APPLICATION}.tar

RUN tar xf ${APPLICATION}.tar --strip-components=1

LABEL io.airbyte.version=0.1.0
LABEL io.airbyte.name=airbyte/destination-meilisearch
33 changes: 33 additions & 0 deletions airbyte-integrations/connectors/destination-meilisearch/README.md
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# MeiliSearch Destination

This is the repository for the MeiliSearch destination connector, written in Java.
For information about how to use this connector within Airbyte, see [the documentation](https://docs.airbyte.io/integrations/destomatopms/meilisearch).

## Local development

### Prerequisites
**To iterate on this connector, make sure to complete this prerequisites section.**

#### Build & Activate Virtual Environment
First, build the module by running the following from the `airbyte` project root directory:
```
./gradlew :airbyte-integrations:connectors:destination-meilisearch:build
```

#### Create credentials
If you are running MeiliSearch locally you may not need an api key at all. If there is an API key set for MeiliSearch, you can find instruction on how to find it in the [MeiliSearch docs](https://docs.meilisearch.com/reference/features/authentication.html#master-key).

**If you are an Airbyte core member**, the integration tests do not require any external credentials. MeiliSearch is run from a test container.

### Locally running the connector docker image
```
# in airbyte root directory
./gradlew :airbyte-integrations:connectors:destination-meilisearch:airbyteDocker
docker run --rm airbyte/destination-meilisearch:dev spec
docker run --rm -v $(pwd)/airbyte-integrations/connectors/destination-meilisearch/secrets:/secrets airbyte/destination-meilisearch:dev check --config /secrets/config.json
docker run --rm -v $(pwd)/airbyte-integrations/connectors/destination-meilisearch/secrets:/secrets airbyte/destination-meilisearch:dev discover --config /secrets/config.json
docker run --rm -v $(pwd)/airbyte-integrations/connectors/destination-meilisearch/secrets:/secrets -v $(pwd)/airbyte-integrations/connectors/destination-meilisearch/sample_files:/sample_files airbyte/destination-meilisearch:dev read --config /secrets/config.json --catalog /sample_files/configured_catalog.json
```

### Integration Tests
1. From the airbyte project root, run `./gradlew :airbyte-integrations:connectors:destination-meilisearch:integrationTest` to run the standard integration test suite.
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plugins {
id 'application'
id 'airbyte-docker'
id 'airbyte-integration-test-java'
}

application {
mainClass = 'io.airbyte.integrations.destination.meilisearch.MeiliSearchDestination'
}

dependencies {
implementation project(':airbyte-db')
implementation project(':airbyte-integrations:bases:base-java')
implementation project(':airbyte-protocol:models')
implementation project(':airbyte-integrations:connectors:destination-jdbc')

implementation 'com.meilisearch.sdk:meilisearch-java:0.2.0'

integrationTestJavaImplementation project(':airbyte-integrations:bases:standard-destination-test')
integrationTestJavaImplementation project(':airbyte-integrations:connectors:destination-meilisearch')

integrationTestJavaImplementation "org.testcontainers:testcontainers:1.15.1"

implementation files(project(':airbyte-integrations:bases:base-java').airbyteDocker.outputs)
}
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/*
* MIT License
*
* Copyright (c) 2020 Airbyte
*
* 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 io.airbyte.integrations.destination.meilisearch;

import com.fasterxml.jackson.databind.JsonNode;
import com.fasterxml.jackson.databind.node.ObjectNode;
import com.meilisearch.sdk.Client;
import com.meilisearch.sdk.Config;
import com.meilisearch.sdk.Index;
import io.airbyte.commons.functional.CheckedBiConsumer;
import io.airbyte.commons.json.Jsons;
import io.airbyte.commons.text.Names;
import io.airbyte.integrations.BaseConnector;
import io.airbyte.integrations.base.Destination;
import io.airbyte.integrations.base.DestinationConsumer;
import io.airbyte.integrations.base.IntegrationRunner;
import io.airbyte.integrations.destination.buffered_stream_consumer.BufferedStreamConsumer;
import io.airbyte.protocol.models.AirbyteConnectionStatus;
import io.airbyte.protocol.models.AirbyteConnectionStatus.Status;
import io.airbyte.protocol.models.AirbyteMessage;
import io.airbyte.protocol.models.AirbyteRecordMessage;
import io.airbyte.protocol.models.CatalogHelpers;
import io.airbyte.protocol.models.ConfiguredAirbyteCatalog;
import io.airbyte.protocol.models.ConfiguredAirbyteStream;
import io.airbyte.protocol.models.SyncMode;
import java.time.Instant;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
import java.util.UUID;
import java.util.stream.Collectors;
import java.util.stream.Stream;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
* <p>
* Since this is not a relational database, it therefore makes some slightly different choices. The
* main difference that we need to reckon with is that this destination does not work without a
* primary key for each stream. That primary key needs to be defined ahead of time. Only records for
* which that primary key is present can be uploaded. There are also some rules around the allowed
* formats of these primary keys.
* </p>
* <p>
* The strategy is to inject an extra airbyte primary key field in each record. The value of that
* field is a randomly generate UUID. This means that we have no ability to ever overwrite
* individual records that we put in MeiliSearch.
* </p>
* <p>
* Index names can only contain alphanumeric values, so we normalize stream names to meet these
* constraints. This is why streamName and indexName are treated separately in this connector.
* </p>
* <p>
* This destination can support full refresh and incremental. It does NOT support normalization. It
* breaks from the paradigm of having a "raw" and "normalized" table. There is no DBT for
* MeiliSearch so we write the data a single time in a way that makes it most likely to work well
* within MeiliSearch.
* </p>
*/
public class MeiliSearchDestination extends BaseConnector implements Destination {

private static final Logger LOGGER = LoggerFactory.getLogger(MeiliSearchDestination.class);

public static final String AB_PK_COLUMN = "_ab_pk";

@Override
public AirbyteConnectionStatus check(JsonNode config) {
try {
LOGGER.info("config in check {}", config);
// create a fake index and add a record to it to make sure we can connect and have write access.
final Client client = getClient(config);
final Index index = client.index("_airbyte");
index.addDocuments("[{\"id\": \"_airbyte\" }]");
index.search("_airbyte");
client.deleteIndex(index.getUid());
return new AirbyteConnectionStatus().withStatus(Status.SUCCEEDED);
} catch (Exception e) {
LOGGER.error("Check connection failed.", e);
return new AirbyteConnectionStatus().withStatus(Status.FAILED).withMessage("Check connection failed: " + e.getMessage());
}
}

@Override
public DestinationConsumer<AirbyteMessage> write(JsonNode config, ConfiguredAirbyteCatalog catalog) throws Exception {
final Client client = getClient(config);
final Map<String, Index> indexNameToIndex = createIndices(catalog, client);

return new BufferedStreamConsumer(
() -> LOGGER.info("Starting write to MeiliSearch."),
recordWriterFunction(indexNameToIndex),
(hasFailed) -> LOGGER.info("Completed writing to MeiliSearch. Status: {}", hasFailed ? "FAILED" : "SUCCEEDED"),
catalog,
CatalogHelpers.getStreamNames(catalog));
}

private static Map<String, Index> createIndices(ConfiguredAirbyteCatalog catalog, Client client) throws Exception {
final Map<String, Index> map = new HashMap<>();
for (final ConfiguredAirbyteStream stream : catalog.getStreams()) {
final String indexName = getIndexName(stream);

if (stream.getSyncMode() == SyncMode.FULL_REFRESH && indexExists(client, indexName)) {
client.deleteIndex(indexName);
}

final Index index = client.getOrCreateIndex(indexName, AB_PK_COLUMN);
map.put(indexName, index);
}
return map;
}

private static boolean indexExists(Client client, String indexName) throws Exception {
return Arrays.stream(client.getIndexList())
.map(Index::getUid)
.anyMatch(actualIndexName -> actualIndexName.equals(indexName));
}

private static CheckedBiConsumer<String, Stream<AirbyteRecordMessage>, Exception> recordWriterFunction(final Map<String, Index> indexNameToWriteConfig) {
return (streamName, recordStream) -> {
final String resolvedIndexName = getIndexName(streamName);
if (!indexNameToWriteConfig.containsKey(resolvedIndexName)) {
throw new IllegalArgumentException(
String.format("Message contained record from a stream that was not in the catalog. \nexpected streams: %s",
indexNameToWriteConfig.keySet()));
}

final Index index = indexNameToWriteConfig.get(resolvedIndexName);

// Only writes the data, not the full AirbyteRecordMessage. This is different from how database
// destinations work. There is not really a viable way to "transform" data after it is MeiliSearch.
// Tools like DBT do not apply. Therefore, we need to try to write data in the most usable format
// possible that does not require alteration.
final String json = Jsons.serialize(recordStream
.map(AirbyteRecordMessage::getData)
.peek(o -> ((ObjectNode) o).put(AB_PK_COLUMN, Names.toAlphanumericAndUnderscore(UUID.randomUUID().toString())))
.collect(Collectors.toList()));
final String s = index.addDocuments(json);
LOGGER.info("add docs response {}", s);
LOGGER.info("waiting for update to be applied started {}", Instant.now());
try {
index.waitForPendingUpdate(Jsons.deserialize(s).get("updateId").asInt());
} catch (Exception e) {
LOGGER.error("waiting for update to be applied failed.", e);
LOGGER.error("printing MeiliSearch update statuses: {}", Arrays.asList(index.getUpdates()));
throw e;
}
LOGGER.info("waiting for update to be applied completed {}", Instant.now());
};
}

private static String getIndexName(String streamName) {
return Names.toAlphanumericAndUnderscore(streamName);
}

private static String getIndexName(ConfiguredAirbyteStream stream) {
return getIndexName(stream.getStream().getName());
}

static Client getClient(JsonNode config) {
return new Client(new Config(config.get("host").asText(), config.has("api_key") ? config.get("api_key").asText() : null));
}

public static void main(String[] args) throws Exception {
final Destination destination = new MeiliSearchDestination();
LOGGER.info("starting destination: {}", MeiliSearchDestination.class);
new IntegrationRunner(destination).run(args);
LOGGER.info("completed destination: {}", MeiliSearchDestination.class);
}

}
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{
"documentationUrl": "https://docs.airbyte.io/integrations/destinations/meilisearch",
"supportsIncremental": true,
"connectionSpecification": {
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "MeiliSearch Destination Spec",
"type": "object",
"required": ["host"],
"additionalProperties": false,
"properties": {
"host": {
"title": "Host",
"description": "Hostname of the MeiliSearch instance",
"type": "string",
"order": 0
},
"api_key": {
"title": "API Key",
"airbyte_secret": true,
"description": "MeiliSearch instance API Key",
"type": "string",
"order": 1
}
}
}
}
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