From 4ec37d14aadc8a1d72bb4917be4f72c322d57f67 Mon Sep 17 00:00:00 2001 From: Vivek Shrivastava Date: Fri, 29 Dec 2023 14:03:00 -0500 Subject: [PATCH] Adding feature for tag based lookup --- README.md | 28 ++++- common/pom.xml | 4 + .../common/AWSSchemaRegistryClient.java | 112 +++++++++++++++++- .../GlueSchemaRegistryConfiguration.java | 50 +++++++- images/schema_level_tag.png | Bin 0 -> 37500 bytes images/schema_version_key.png | Bin 0 -> 32270 bytes images/schema_version_tag.png | Bin 0 -> 90270 bytes ...ueSchemaRegistryDeserializationFacade.java | 51 +++++++- 8 files changed, 235 insertions(+), 10 deletions(-) create mode 100644 images/schema_level_tag.png create mode 100644 images/schema_version_key.png create mode 100644 images/schema_version_tag.png diff --git a/README.md b/README.md index ec17d63d..1408b1f6 100644 --- a/README.md +++ b/README.md @@ -635,6 +635,32 @@ repository for the latest support: [Avro SerializationSchema and Deserialization properties); DataStream stream = env.addSource(consumer); ``` - +## Tag-Based Schema Version Lookup +We have introduced a tag-based lookup feature to efficiently retrieve schema versions in AWS Glue. This allows for faster retrieval of schema versions by utilizing metadata tags associated with the schemas. + +How it works: +When a schema is registered, it can be tagged with metadata. +During retrieval, if the schema version isn't found in the cache, the system will attempt to find the schema using the specified metadata tags provided by +tagBasedLookupKeyName and tagBasedLookupKeyValue parameter. + +This reduces the need for extensive lookups, optimizing the schema retrieval process. +Configuration: +To enable tag-based lookup: + +Set useTagBasedLookup to true in your configuration. + +Use tagBasedLookupKeyName and tagBasedLookupKeyValue to search for schema version in the scheams with the following tags +if tagBasedLookupKeyName is tagLookUp and tagBasedLookupKeyValue is yes, then this needs to be stored at the schema level. +![img.png](images/schema_level_tag.png) + +Provide the metadataTagKeyName with original schema version uuid, which will be used as the lookup key. +![img.png](images/schema_version_tag.png) + +![img.png](images/schema_version_key.png) + + +Please note that proper and correct tagging of schemas is essential for this feature to work efficiently. + + ## Security issue notifications If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. diff --git a/common/pom.xml b/common/pom.xml index 9ae68806..6382765b 100644 --- a/common/pom.xml +++ b/common/pom.xml @@ -65,6 +65,10 @@ software.amazon.awssdk glue + + software.amazon.awssdk + resourcegroupstaggingapi + ${parent.groupId} schema-registry-build-tools diff --git a/common/src/main/java/com/amazonaws/services/schemaregistry/common/AWSSchemaRegistryClient.java b/common/src/main/java/com/amazonaws/services/schemaregistry/common/AWSSchemaRegistryClient.java index 949e6563..14f459b1 100644 --- a/common/src/main/java/com/amazonaws/services/schemaregistry/common/AWSSchemaRegistryClient.java +++ b/common/src/main/java/com/amazonaws/services/schemaregistry/common/AWSSchemaRegistryClient.java @@ -47,7 +47,11 @@ import software.amazon.awssdk.services.glue.model.GetTagsRequest; import software.amazon.awssdk.services.glue.model.GetTagsResponse; import software.amazon.awssdk.services.glue.model.GlueRequest; +import software.amazon.awssdk.services.glue.model.GlueException; import software.amazon.awssdk.services.glue.model.MetadataKeyValuePair; +import software.amazon.awssdk.services.glue.model.MetadataInfo; +import software.amazon.awssdk.services.glue.model.ListSchemaVersionsResponse; +import software.amazon.awssdk.services.glue.model.ListSchemaVersionsRequest; import software.amazon.awssdk.services.glue.model.PutSchemaVersionMetadataRequest; import software.amazon.awssdk.services.glue.model.PutSchemaVersionMetadataResponse; import software.amazon.awssdk.services.glue.model.QuerySchemaVersionMetadataRequest; @@ -56,10 +60,17 @@ import software.amazon.awssdk.services.glue.model.RegisterSchemaVersionResponse; import software.amazon.awssdk.services.glue.model.RegistryId; import software.amazon.awssdk.services.glue.model.SchemaId; - +import software.amazon.awssdk.services.glue.model.SchemaVersionListItem; +import software.amazon.awssdk.services.resourcegroupstaggingapi.ResourceGroupsTaggingApiClient; +import software.amazon.awssdk.services.resourcegroupstaggingapi.model.GetResourcesRequest; +import software.amazon.awssdk.services.resourcegroupstaggingapi.model.GetResourcesResponse; +import software.amazon.awssdk.services.resourcegroupstaggingapi.model.TagFilter; + +import java.util.ArrayList; +import java.util.List; +import java.util.Map; import java.net.URI; import java.net.URISyntaxException; -import java.util.Map; import java.util.StringJoiner; import java.util.UUID; @@ -75,6 +86,8 @@ public class AWSSchemaRegistryClient { private final GlueClient client; private GlueSchemaRegistryConfiguration glueSchemaRegistryConfiguration; + private ResourceGroupsTaggingApiClient taggingApiClient; + /** * Create Amazon Schema Registry Client. * @@ -288,7 +301,7 @@ public UUID registerSchemaVersion(String schemaDefinition, String schemaName, St * @param schemaDefinition Schema Definition * @param schemaName Schema Name * @param dataFormat Data Format - * @return GetSchemaVersionResponse object. + * @return GetSchemaVersionResponse object. * @throws AWSSchemaRegistryException on any error during the registration and fetching of schema version */ public GetSchemaVersionResponse registerSchemaVersion(String schemaDefinition, String schemaName, String dataFormat) throws AWSSchemaRegistryException { @@ -569,4 +582,97 @@ private String buildUserAgentSuffix() { return userAgentSuffix.toString(); } } + /** + * Retrieves an instance of the ResourceGroupsTaggingApiClient. + * + *

+ * This method lazily initializes the taggingApiClient if it hasn't been created yet. + * If a proxy URL is provided in the glueSchemaRegistryConfiguration, the client is configured + * to use that proxy for its HTTP connections. + *

+ * + * @return the ResourceGroupsTaggingApiClient instance + */ + + private ResourceGroupsTaggingApiClient getTaggingApiClient() { + if (taggingApiClient == null) { + UrlConnectionHttpClient.Builder urlConnectionHttpClientBuilder = UrlConnectionHttpClient.builder(); + + if (glueSchemaRegistryConfiguration.getProxyUrl() != null) { + log.debug("Creating http client using proxy {}", glueSchemaRegistryConfiguration.getProxyUrl().toString()); + ProxyConfiguration proxy = ProxyConfiguration.builder().endpoint(glueSchemaRegistryConfiguration.getProxyUrl()).build(); + urlConnectionHttpClientBuilder.proxyConfiguration(proxy); + } + + taggingApiClient = ResourceGroupsTaggingApiClient.builder() + .httpClient(urlConnectionHttpClientBuilder.build()) + .build(); + } + return taggingApiClient; + } + + + /** + * Retrieve all schema ARNs based on the provided tag key and tag value. + * @param tagKey The tag key to look up. + * @param tagValue The tag value to match. + * @return List of schema ARNs + */ + public List getSchemasWithTag(String tagKey, String tagValue) { + ResourceGroupsTaggingApiClient taggingApiClient = getTaggingApiClient(); + List schemaArns = new ArrayList<>(); + + TagFilter tagFilter = TagFilter.builder() + .key(tagKey) + .values(tagValue) + .build(); + + GetResourcesRequest request = GetResourcesRequest.builder() + .tagFilters(tagFilter) + .build(); + + GetResourcesResponse response = taggingApiClient.getResources(request); + + response.resourceTagMappingList().forEach(resourceTagMapping -> { + schemaArns.add(resourceTagMapping.resourceARN()); + }); + + return schemaArns; + } + + + /** + * List all schema versions for a given schema name. + * + * @param schemaVersionIdTagKey tag key name, schemaId, schemaVersionId + * @return schemaVersionId matched with the tag key name + * @throws AWSSchemaRegistryException on any error during the listing of schema versions + */ + + public UUID filterSchemaVersionByTag(String schemaVersionIdTagKey, SchemaId schemaId, UUID schemaVersionId) { + try { + ListSchemaVersionsRequest listSchemaVersionsRequest = ListSchemaVersionsRequest.builder() + .schemaId(schemaId) + .build(); + + ListSchemaVersionsResponse listSchemaVersionsResponse = client.listSchemaVersions(listSchemaVersionsRequest); + + for (SchemaVersionListItem schemaVersion : listSchemaVersionsResponse.schemas()) { + QuerySchemaVersionMetadataRequest metadataRequest = QuerySchemaVersionMetadataRequest.builder() + .schemaVersionId(schemaVersion.schemaVersionId()) + .build(); + + QuerySchemaVersionMetadataResponse metadataResponse = client.querySchemaVersionMetadata(metadataRequest); + Map metadataMap = metadataResponse.metadataInfoMap(); + MetadataInfo schemaIdMetadata = metadataMap.get(schemaVersionIdTagKey); + if (schemaIdMetadata != null && schemaIdMetadata.metadataValue().equals(schemaVersionId.toString())) { + return UUID.fromString(schemaVersion.schemaVersionId()); + } + } + return null; + } catch (GlueException e) { + String errorMessage = "Error occurred while filtering schema version by tag: " + e.getMessage(); + throw new RuntimeException(errorMessage, e); + } + } } \ No newline at end of file diff --git a/common/src/main/java/com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java b/common/src/main/java/com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java index ce7d870d..bc815e76 100644 --- a/common/src/main/java/com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java +++ b/common/src/main/java/com/amazonaws/services/schemaregistry/common/configs/GlueSchemaRegistryConfiguration.java @@ -58,6 +58,11 @@ public class GlueSchemaRegistryConfiguration { private Map metadata; private String secondaryDeserializer; private URI proxyUrl; + // for metadata based key lookup purpose + private boolean useTagBasedLookup; // this is to be initialized first + private String metadataTagKeyName; + private String tagBasedLookupKeyName; + private String tagBasedLookupKeyValue; /** * Name of the application using the serializer/deserializer. @@ -104,6 +109,10 @@ private void buildSchemaRegistryConfigs(Map configs) { validateAndSetUserAgent(configs); validateAndSetSecondaryDeserializer(configs); validateAndSetProxyUrl(configs); + validateAndSetUseTagBasedLookup(configs); + validateAndSetMetadataTagKeyName(configs); + validateAndSetSchemaLookupTagKeyName(configs); + validateAndSetSchemaLookupTagKeyValue(configs); } private void validateAndSetSecondaryDeserializer(Map configs) { @@ -142,7 +151,7 @@ private boolean validateCompressionType(String compressionType) { if (!EnumUtils.isValidEnum(AWSSchemaRegistryConstants.COMPRESSION.class, compressionType.toUpperCase())) { String errorMessage = String.format("Invalid Compression type : %s, Accepted values are : %s", compressionType, - AWSSchemaRegistryConstants.COMPRESSION.values()); + AWSSchemaRegistryConstants.COMPRESSION.values()); throw new AWSSchemaRegistryException(errorMessage); } return true; @@ -323,6 +332,45 @@ private void validateAndSetJacksonDeserializationFeatures(Map configs } } + private void validateAndSetUseTagBasedLookup(Map configs) { + if (isPresent(configs, "useTagBasedLookup")) { + this.useTagBasedLookup = Boolean.parseBoolean(configs.get("useTagBasedLookup").toString()); + } else { + this.useTagBasedLookup = false; // default value + } + } + + private void validateAndSetMetadataTagKeyName(Map configs) { + if (useTagBasedLookup) { + if (isPresent(configs, "metadataTagKeyName")) { + this.metadataTagKeyName = (String) configs.get("metadataTagKeyName"); + } else { + throw new AWSSchemaRegistryException("Metadata tag key name is required when tag based schemaVersionId lookup is enabled"); + } + } + } + + private void validateAndSetSchemaLookupTagKeyName(Map configs) { + if (useTagBasedLookup) { + if (isPresent(configs, "schemaLookUpTagName")) { + this.tagBasedLookupKeyName = (String) configs.get("schemaLookUpTagName"); + } else { + throw new AWSSchemaRegistryException("schemaLookUpTagName is required when tag based schemaVersionId lookup is enabled. Set this tag to reduce schema lookups"); + } + } + } + + + private void validateAndSetSchemaLookupTagKeyValue(Map configs) { + if (useTagBasedLookup) { + if (isPresent(configs, "schemaLookUpTagValue")) { + this.tagBasedLookupKeyValue = (String) configs.get("schemaLookUpTagValue"); + } else { + throw new AWSSchemaRegistryException("Metadata tag key name and value are used to reduce schame lookups"); + } + } + } + private boolean isPresent(Map configs, String key) { if (!GlueSchemaRegistryUtils.getInstance() diff --git a/images/schema_level_tag.png b/images/schema_level_tag.png new file mode 100644 index 0000000000000000000000000000000000000000..dfa64573fa554e3dd1a5d696a99ad210708e6563 GIT binary patch literal 37500 zcmZs@1ym%*w#238(Gn0n}bWR1l$d&$P5JH?=lDo`RDPosVva{SDOX)?^giiMI`9w^|HbHkKmY2dgPHOF<78$3KVp3fNdH$2JtG|h z{r|T8c`Nr{S2<~taj`r~7i}f6m;Aog{+PymJ2qy0R-GJM z?fLp}w$+Vn1Az-F+VvlYEiNI#TdvV%W~YDFbs;lAXfoVJY(cSuMf@iD{~x-X!+ygW 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schemaVersionId) { - GetSchemaVersionResponse response = - schemaRegistryClient.getSchemaVersionResponse(schemaVersionId.toString()); - return new Schema(response.schemaDefinition(), response.dataFormat().name(), getSchemaName(response.schemaArn())); + public Schema load(UUID schemaVersionId) throws Exception { + try { + GetSchemaVersionResponse response = schemaRegistryClient.getSchemaVersionResponse(schemaVersionId.toString()); + return new Schema(response.schemaDefinition(), response.dataFormat().name(), getSchemaName(response.schemaArn())); + } catch (Exception e) { + if (e instanceof AWSSchemaRegistryException && isUseTagBasedLookup) { + String schemaVersionIdTagKey = glueSchemaRegistryConfiguration.getMetadataTagKeyName(); + String enableTagBasedLookupKey = glueSchemaRegistryConfiguration.getTagBasedLookupKeyName(); + String enableTagBasedLookupValue = glueSchemaRegistryConfiguration.getTagBasedLookupKeyValue(); + log.info("Schema information not found in cache, trying to find using metadata key " + + schemaVersionIdTagKey + " in schema with tag " + enableTagBasedLookupKey + " with tag value " + enableTagBasedLookupValue ); + List schemaArns = schemaRegistryClient.getSchemasWithTag(enableTagBasedLookupKey, enableTagBasedLookupValue); + + UUID tagSchemaVersionId = null; + for (String schemaArn : schemaArns) { + SchemaId schemaId = SchemaId.builder() + .schemaArn(schemaArn) + .build(); + log.info("Trying to find schema UUID " + schemaVersionId + " in schema " + schemaArn); + tagSchemaVersionId = schemaRegistryClient.filterSchemaVersionByTag(schemaVersionIdTagKey, schemaId, schemaVersionId); + if (tagSchemaVersionId != null) { + break; + } + } + + if (tagSchemaVersionId == null) { + throw new AWSSchemaRegistryException("Schema version id " + schemaVersionId + " not found"); + } + + if (!tagSchemaVersionId.equals(schemaVersionId)) { + Schema schema = cache.get(tagSchemaVersionId); + cache.put(schemaVersionId, schema); + log.info("Schema information stored in cache for " + schemaVersionIdTagKey + " for schemaVersionId " + schemaVersionId); + return schema; + } else { + GetSchemaVersionResponse tagResponse = schemaRegistryClient.getSchemaVersionResponse(schemaVersionId.toString()); + return new Schema(tagResponse.schemaDefinition(), tagResponse.dataFormat().name(), getSchemaName(tagResponse.schemaArn())); + } + } else { + throw e; + } + } } } }