mirror of https://github.com/apache/nifi.git
NIFI-10463: Fix GetHubSpot incremental loading
This closes #6379. Signed-off-by: Peter Turcsanyi <turcsanyi@apache.org>
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nifi-airtable-nar
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Copyright 2014-2022 The Apache Software Foundation
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This product includes software developed at
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The Apache Software Foundation (http://www.apache.org/).
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**************************
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Apache Software License v2
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**************************
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(ASLv2) Apache Commons IO
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The following NOTICE information applies:
|
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Apache Commons IO
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Copyright 2002-2016 The Apache Software Foundation
|
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|
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(ASLv2) Jackson JSON processor
|
||||
The following NOTICE information applies:
|
||||
# Jackson JSON processor
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Jackson is a high-performance, Free/Open Source JSON processing library.
|
||||
It was originally written by Tatu Saloranta (tatu.saloranta@iki.fi), and has
|
||||
been in development since 2007.
|
||||
It is currently developed by a community of developers, as well as supported
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||||
commercially by FasterXML.com.
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|
||||
## Licensing
|
||||
|
||||
Jackson core and extension components may licensed under different licenses.
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To find the details that apply to this artifact see the accompanying LICENSE file.
|
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For more information, including possible other licensing options, contact
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FasterXML.com (http://fasterxml.com).
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## Credits
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A list of contributors may be found from CREDITS file, which is included
|
||||
in some artifacts (usually source distributions); but is always available
|
||||
from the source code management (SCM) system project uses.
|
|
@ -22,13 +22,14 @@ import com.fasterxml.jackson.core.JsonGenerator;
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import com.fasterxml.jackson.core.JsonParser;
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import com.fasterxml.jackson.core.JsonToken;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.databind.node.ArrayNode;
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import com.fasterxml.jackson.databind.node.ObjectNode;
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import org.apache.commons.io.IOUtils;
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import org.apache.nifi.annotation.behavior.InputRequirement;
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import org.apache.nifi.annotation.behavior.InputRequirement.Requirement;
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import org.apache.nifi.annotation.behavior.PrimaryNodeOnly;
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import org.apache.nifi.annotation.behavior.Stateful;
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import org.apache.nifi.annotation.behavior.TriggerSerially;
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import org.apache.nifi.annotation.behavior.TriggerWhenEmpty;
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import org.apache.nifi.annotation.configuration.DefaultSettings;
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import org.apache.nifi.annotation.documentation.CapabilityDescription;
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import org.apache.nifi.annotation.documentation.Tags;
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@ -47,31 +48,36 @@ import org.apache.nifi.processor.io.OutputStreamCallback;
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import org.apache.nifi.processor.util.StandardValidators;
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import org.apache.nifi.web.client.api.HttpResponseEntity;
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import org.apache.nifi.web.client.api.HttpResponseStatus;
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import org.apache.nifi.web.client.api.HttpUriBuilder;
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import org.apache.nifi.web.client.provider.api.WebClientServiceProvider;
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import java.io.IOException;
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import java.io.InputStream;
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import java.io.UncheckedIOException;
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import java.net.URI;
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import java.nio.charset.StandardCharsets;
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import java.time.Instant;
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import java.util.Arrays;
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import java.util.Collections;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.OptionalLong;
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import java.util.Set;
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import java.util.concurrent.TimeUnit;
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import java.util.concurrent.atomic.AtomicInteger;
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import java.util.function.Function;
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import java.util.stream.Collectors;
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@PrimaryNodeOnly
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@TriggerSerially
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@TriggerWhenEmpty
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@InputRequirement(Requirement.INPUT_FORBIDDEN)
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@Tags({"hubspot"})
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@CapabilityDescription("Retrieves JSON data from a private HubSpot application."
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+ " Configuring the Result Limit property enables incremental retrieval of results. When this property is set the processor will"
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+ " retrieve new records. This processor is intended to be run on the Primary Node only.")
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@Stateful(scopes = Scope.CLUSTER, description = "When the 'Limit' attribute is set, the paging cursor is saved after executing a request."
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+ " Only the objects after the paging cursor will be retrieved. The maximum number of retrieved objects is the 'Limit' attribute.")
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+ " This processor is intended to be run on the Primary Node only.")
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@Stateful(scopes = Scope.CLUSTER, description = "In case of incremental loading, the start and end timestamps of the last" +
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" query time window are stored in the state. When the 'Result Limit' property is set, the paging cursor is saved after" +
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" executing a request. Only the objects after the paging cursor will be retrieved. The maximum number of retrieved" +
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" objects can be set in the 'Result Limit' property.")
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@DefaultSettings(yieldDuration = "10 sec")
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public class GetHubSpot extends AbstractProcessor {
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@ -97,9 +103,44 @@ public class GetHubSpot extends AbstractProcessor {
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.name("result-limit")
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.displayName("Result Limit")
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.description("The maximum number of results to request for each invocation of the Processor")
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.expressionLanguageSupported(ExpressionLanguageScope.FLOWFILE_ATTRIBUTES)
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.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
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.required(false)
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.addValidator(StandardValidators.POSITIVE_INTEGER_VALIDATOR)
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.addValidator(StandardValidators.createLongValidator(1, 100, true))
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.build();
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static final PropertyDescriptor IS_INCREMENTAL = new PropertyDescriptor.Builder()
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.name("is-incremental")
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.displayName("Incremental Loading")
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.description("The processor can incrementally load the queried objects so that each object is queried exactly once." +
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" For each query, the processor queries objects within a time window where the objects were modified between" +
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" the previous run time and the current time (optionally adjusted by the Incremental Delay property).")
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.required(true)
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.allowableValues("true", "false")
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.defaultValue("false")
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.build();
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static final PropertyDescriptor INCREMENTAL_DELAY = new PropertyDescriptor.Builder()
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.name("incremental-delay")
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.displayName("Incremental Delay")
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.description(("The ending timestamp of the time window will be adjusted earlier by the amount configured in this property." +
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" For example, with a property value of 10 seconds, an ending timestamp of 12:30:45 would be changed to 12:30:35." +
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" Set this property to avoid missing objects when the clock of your local machines and HubSpot servers' clock are not in sync."))
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.required(true)
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.defaultValue("3 sec")
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.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
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.addValidator(StandardValidators.TIME_PERIOD_VALIDATOR)
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.dependsOn(IS_INCREMENTAL, "true")
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.build();
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static final PropertyDescriptor INCREMENTAL_INITIAL_START_TIME = new PropertyDescriptor.Builder()
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.name("incremental-initial-start-time")
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.displayName("Incremental Initial Start Time")
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.description("This property specifies the start time that the processor applies when running the first request." +
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" The expected format is a UTC date-time such as '2011-12-03T10:15:30Z'")
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.required(false)
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.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
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.addValidator(StandardValidators.ISO8601_INSTANT_VALIDATOR)
|
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.dependsOn(IS_INCREMENTAL, "true")
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.build();
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static final PropertyDescriptor WEB_CLIENT_SERVICE_PROVIDER = new PropertyDescriptor.Builder()
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@ -117,28 +158,36 @@ public class GetHubSpot extends AbstractProcessor {
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private static final String API_BASE_URI = "api.hubapi.com";
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private static final String HTTPS = "https";
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private static final String CURSOR_PARAMETER = "after";
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private static final String LIMIT_PARAMETER = "limit";
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private static final int TOO_MANY_REQUESTS = 429;
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private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
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private static final JsonFactory JSON_FACTORY = OBJECT_MAPPER.getFactory();
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private static final Map<String, HubSpotObjectType> OBJECT_TYPE_LOOKUP_MAP = createObjectTypeLookupMap();
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private static final String NO_PAGING = "no paging";
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private static final String PAGING_CURSOR = "after";
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static final String CURSOR_KEY = "paging_next";
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static final String START_INCREMENTAL_KEY = "time_window_start";
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static final String END_INCREMENTAL_KEY = "time_window_end";
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private static Map<String, HubSpotObjectType> createObjectTypeLookupMap() {
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return Arrays.stream(HubSpotObjectType.values())
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.collect(Collectors.toMap(HubSpotObjectType::getValue, Function.identity()));
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}
|
||||
|
||||
private volatile WebClientServiceProvider webClientServiceProvider;
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private volatile boolean isObjectTypeModified;
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private static final List<PropertyDescriptor> PROPERTY_DESCRIPTORS = Collections.unmodifiableList(Arrays.asList(
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OBJECT_TYPE,
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ACCESS_TOKEN,
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RESULT_LIMIT,
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IS_INCREMENTAL,
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INCREMENTAL_DELAY,
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INCREMENTAL_INITIAL_START_TIME,
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WEB_CLIENT_SERVICE_PROVIDER
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));
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private static final Set<Relationship> RELATIONSHIPS = Collections.singleton(REL_SUCCESS);
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@OnScheduled
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public void onScheduled(final ProcessContext context) {
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||||
webClientServiceProvider = context.getProperty(WEB_CLIENT_SERVICE_PROVIDER).asControllerService(WebClientServiceProvider.class);
|
||||
}
|
||||
|
||||
@Override
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||||
protected List<PropertyDescriptor> getSupportedPropertyDescriptors() {
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return PROPERTY_DESCRIPTORS;
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||||
|
@ -149,26 +198,45 @@ public class GetHubSpot extends AbstractProcessor {
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return RELATIONSHIPS;
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||||
}
|
||||
|
||||
@Override
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||||
public void onPropertyModified(final PropertyDescriptor descriptor, final String oldValue, final String newValue) {
|
||||
if (OBJECT_TYPE.equals(descriptor) || IS_INCREMENTAL.equals(descriptor)) {
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||||
isObjectTypeModified = true;
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||||
}
|
||||
}
|
||||
|
||||
@OnScheduled
|
||||
public void onScheduled(final ProcessContext context) {
|
||||
webClientServiceProvider = context.getProperty(WEB_CLIENT_SERVICE_PROVIDER).asControllerService(WebClientServiceProvider.class);
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||||
}
|
||||
|
||||
@Override
|
||||
public void onTrigger(final ProcessContext context, final ProcessSession session) throws ProcessException {
|
||||
if (isObjectTypeModified) {
|
||||
clearState(context);
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||||
isObjectTypeModified = false;
|
||||
}
|
||||
final String accessToken = context.getProperty(ACCESS_TOKEN).getValue();
|
||||
final String endpoint = context.getProperty(OBJECT_TYPE).getValue();
|
||||
|
||||
final StateMap state = getStateMap(context);
|
||||
final URI uri = createUri(context, state);
|
||||
final URI uri = getBaseUri(context);
|
||||
|
||||
final HttpResponseEntity response = getHttpResponseEntity(accessToken, uri);
|
||||
final AtomicInteger objectCountHolder = new AtomicInteger();
|
||||
final AtomicInteger total = new AtomicInteger(-1);
|
||||
final Map<String, String> stateMap = getStateMap(session);
|
||||
final String filters = createIncrementalFilters(context, stateMap);
|
||||
final HttpResponseEntity response = getHttpResponseEntity(accessToken, uri, filters);
|
||||
|
||||
if (response.statusCode() == HttpResponseStatus.OK.getCode()) {
|
||||
FlowFile flowFile = session.create();
|
||||
flowFile = session.write(flowFile, parseHttpResponse(context, endpoint, state, response, objectCountHolder));
|
||||
if (objectCountHolder.get() > 0) {
|
||||
flowFile = session.write(flowFile, parseHttpResponse(response, total, stateMap));
|
||||
if (total.get() > 0) {
|
||||
session.transfer(flowFile, REL_SUCCESS);
|
||||
} else {
|
||||
getLogger().debug("Empty response when requested HubSpot endpoint: [{}]", endpoint);
|
||||
context.yield();
|
||||
session.remove(flowFile);
|
||||
}
|
||||
updateState(session, stateMap);
|
||||
} else if (response.statusCode() == TOO_MANY_REQUESTS) {
|
||||
context.yield();
|
||||
throw new ProcessException(String.format("Rate limit exceeded, yielding before retrying request. HTTP %d error for requested URI [%s]", response.statusCode(), uri));
|
||||
|
@ -187,78 +255,154 @@ public class GetHubSpot extends AbstractProcessor {
|
|||
}
|
||||
}
|
||||
|
||||
private OutputStreamCallback parseHttpResponse(ProcessContext context, String endpoint, StateMap state, HttpResponseEntity response, AtomicInteger objectCountHolder) {
|
||||
private OutputStreamCallback parseHttpResponse(final HttpResponseEntity response, final AtomicInteger total,
|
||||
final Map<String, String> stateMap) {
|
||||
return out -> {
|
||||
try (final JsonParser jsonParser = JSON_FACTORY.createParser(response.body());
|
||||
final JsonGenerator jsonGenerator = JSON_FACTORY.createGenerator(out, JsonEncoding.UTF8)) {
|
||||
boolean isCursorAvailable = false;
|
||||
while (jsonParser.nextToken() != null) {
|
||||
if (jsonParser.getCurrentToken() == JsonToken.FIELD_NAME && jsonParser.getCurrentName()
|
||||
.equals("total")) {
|
||||
jsonParser.nextToken();
|
||||
total.set(jsonParser.getIntValue());
|
||||
}
|
||||
if (jsonParser.getCurrentToken() == JsonToken.FIELD_NAME && jsonParser.getCurrentName()
|
||||
.equals("results")) {
|
||||
jsonParser.nextToken();
|
||||
jsonGenerator.copyCurrentStructure(jsonParser);
|
||||
objectCountHolder.incrementAndGet();
|
||||
}
|
||||
final String fieldName = jsonParser.getCurrentName();
|
||||
if (CURSOR_PARAMETER.equals(fieldName)) {
|
||||
if (PAGING_CURSOR.equals(fieldName)) {
|
||||
isCursorAvailable = true;
|
||||
jsonParser.nextToken();
|
||||
Map<String, String> newStateMap = new HashMap<>(state.toMap());
|
||||
newStateMap.put(endpoint, jsonParser.getText());
|
||||
updateState(context, newStateMap);
|
||||
stateMap.put(CURSOR_KEY, jsonParser.getText());
|
||||
break;
|
||||
}
|
||||
}
|
||||
if (!isCursorAvailable) {
|
||||
stateMap.put(CURSOR_KEY, NO_PAGING);
|
||||
}
|
||||
}
|
||||
};
|
||||
}
|
||||
|
||||
HttpUriBuilder getBaseUri(final ProcessContext context) {
|
||||
URI getBaseUri(final ProcessContext context) {
|
||||
final String path = context.getProperty(OBJECT_TYPE).getValue();
|
||||
return webClientServiceProvider.getHttpUriBuilder()
|
||||
.scheme(HTTPS)
|
||||
.host(API_BASE_URI)
|
||||
.encodedPath(path);
|
||||
.encodedPath(path + "/search")
|
||||
.build();
|
||||
}
|
||||
|
||||
private HttpResponseEntity getHttpResponseEntity(final String accessToken, final URI uri) {
|
||||
return webClientServiceProvider.getWebClientService()
|
||||
.get()
|
||||
.uri(uri)
|
||||
.header("Authorization", "Bearer " + accessToken)
|
||||
.retrieve();
|
||||
private HttpResponseEntity getHttpResponseEntity(final String accessToken, final URI uri, final String filters) {
|
||||
final InputStream inputStream = IOUtils.toInputStream(filters, StandardCharsets.UTF_8);
|
||||
try {
|
||||
return webClientServiceProvider.getWebClientService()
|
||||
.post()
|
||||
.uri(uri)
|
||||
.header("Authorization", "Bearer " + accessToken)
|
||||
.header("Content-Type", "application/json")
|
||||
.body(inputStream, OptionalLong.of(inputStream.available()))
|
||||
.retrieve();
|
||||
} catch (IOException e) {
|
||||
throw new ProcessException("Could not transform incremental filters to input stream", e);
|
||||
}
|
||||
}
|
||||
|
||||
private URI createUri(final ProcessContext context, final StateMap state) {
|
||||
final String path = context.getProperty(OBJECT_TYPE).getValue();
|
||||
final HttpUriBuilder uriBuilder = getBaseUri(context);
|
||||
private String createIncrementalFilters(final ProcessContext context, final Map<String, String> stateMap) {
|
||||
final String limit = context.getProperty(RESULT_LIMIT).evaluateAttributeExpressions().getValue();
|
||||
final String objectType = context.getProperty(OBJECT_TYPE).getValue();
|
||||
final HubSpotObjectType hubSpotObjectType = OBJECT_TYPE_LOOKUP_MAP.get(objectType);
|
||||
final Long incrDelayMs = context.getProperty(INCREMENTAL_DELAY).evaluateAttributeExpressions().asTimePeriod(TimeUnit.MILLISECONDS);
|
||||
|
||||
final boolean isLimitSet = context.getProperty(RESULT_LIMIT).evaluateAttributeExpressions().isSet();
|
||||
if (isLimitSet) {
|
||||
final String limit = context.getProperty(RESULT_LIMIT).getValue();
|
||||
uriBuilder.addQueryParameter(LIMIT_PARAMETER, limit);
|
||||
final ObjectNode root = OBJECT_MAPPER.createObjectNode();
|
||||
if (limit != null) {
|
||||
root.put("limit", limit);
|
||||
}
|
||||
|
||||
final String cursor = state.get(path);
|
||||
if (cursor != null) {
|
||||
uriBuilder.addQueryParameter(CURSOR_PARAMETER, cursor);
|
||||
final String cursor = stateMap.get(CURSOR_KEY);
|
||||
if (cursor != null && !NO_PAGING.equals(cursor)) {
|
||||
root.put(PAGING_CURSOR, cursor);
|
||||
}
|
||||
return uriBuilder.build();
|
||||
final boolean isIncremental = context.getProperty(IS_INCREMENTAL).asBoolean();
|
||||
if (isIncremental) {
|
||||
final String initialStartTimeValue = context.getProperty(INCREMENTAL_INITIAL_START_TIME).evaluateAttributeExpressions().getValue();
|
||||
final String hubspotSpecificIncrementalFieldName = hubSpotObjectType.getLastModifiedDateType().getValue();
|
||||
final String lastStartTime = stateMap.get(START_INCREMENTAL_KEY);
|
||||
final String lastEndTime = stateMap.get(END_INCREMENTAL_KEY);
|
||||
|
||||
final String currentStartTime;
|
||||
final String currentEndTime;
|
||||
|
||||
if (cursor != null && !NO_PAGING.equals(cursor)) {
|
||||
currentStartTime = lastStartTime;
|
||||
currentEndTime = lastEndTime;
|
||||
} else {
|
||||
currentStartTime = lastEndTime != null ? lastEndTime : getInitialStartTimeEpoch(initialStartTimeValue);
|
||||
final long delayedCurrentEndTime = incrDelayMs != null ? getCurrentEpochTime() - incrDelayMs : getCurrentEpochTime();
|
||||
currentEndTime = String.valueOf(delayedCurrentEndTime);
|
||||
|
||||
stateMap.put(START_INCREMENTAL_KEY, currentStartTime);
|
||||
stateMap.put(END_INCREMENTAL_KEY, currentEndTime);
|
||||
}
|
||||
|
||||
final ArrayNode filters = OBJECT_MAPPER.createArrayNode();
|
||||
|
||||
if (currentStartTime != null) {
|
||||
final ObjectNode greaterThanFilterNode = OBJECT_MAPPER.createObjectNode();
|
||||
greaterThanFilterNode.put("propertyName", hubspotSpecificIncrementalFieldName);
|
||||
greaterThanFilterNode.put("operator", "GTE");
|
||||
greaterThanFilterNode.put("value", currentStartTime);
|
||||
filters.add(greaterThanFilterNode);
|
||||
}
|
||||
|
||||
final ObjectNode lessThanFilterNode = OBJECT_MAPPER.createObjectNode();
|
||||
lessThanFilterNode.put("propertyName", hubspotSpecificIncrementalFieldName);
|
||||
lessThanFilterNode.put("operator", "LT");
|
||||
lessThanFilterNode.put("value", currentEndTime);
|
||||
filters.add(lessThanFilterNode);
|
||||
|
||||
root.set("filters", filters);
|
||||
}
|
||||
return root.toString();
|
||||
}
|
||||
|
||||
private StateMap getStateMap(final ProcessContext context) {
|
||||
private String getInitialStartTimeEpoch(String initialStartTimeValue) {
|
||||
if (initialStartTimeValue != null) {
|
||||
return String.valueOf(Instant.parse(initialStartTimeValue).toEpochMilli());
|
||||
}
|
||||
return null;
|
||||
}
|
||||
|
||||
long getCurrentEpochTime() {
|
||||
return Instant.now().toEpochMilli();
|
||||
}
|
||||
|
||||
private Map<String, String> getStateMap(final ProcessSession session) {
|
||||
final StateMap stateMap;
|
||||
try {
|
||||
stateMap = context.getStateManager().getState(Scope.CLUSTER);
|
||||
stateMap = session.getState(Scope.CLUSTER);
|
||||
} catch (IOException e) {
|
||||
throw new ProcessException("State retrieval failed", e);
|
||||
}
|
||||
return stateMap;
|
||||
return new HashMap<>(stateMap.toMap());
|
||||
}
|
||||
|
||||
private void updateState(ProcessContext context, Map<String, String> newState) {
|
||||
private void updateState(ProcessSession session, Map<String, String> newState) {
|
||||
try {
|
||||
context.getStateManager().setState(newState, Scope.CLUSTER);
|
||||
session.setState(newState, Scope.CLUSTER);
|
||||
} catch (IOException e) {
|
||||
throw new ProcessException("Page cursor update failed", e);
|
||||
}
|
||||
}
|
||||
|
||||
private void clearState(ProcessContext context) {
|
||||
try {
|
||||
context.getStateManager().clear(Scope.CLUSTER);
|
||||
} catch (IOException e) {
|
||||
throw new ProcessException("Clearing state failed", e);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
|
@ -18,97 +18,100 @@ package org.apache.nifi.processors.hubspot;
|
|||
|
||||
import org.apache.nifi.components.DescribedValue;
|
||||
|
||||
import static org.apache.nifi.processors.hubspot.IncrementalFieldType.HS_LAST_MODIFIED_DATE;
|
||||
import static org.apache.nifi.processors.hubspot.IncrementalFieldType.LAST_MODIFIED_DATE;
|
||||
|
||||
public enum HubSpotObjectType implements DescribedValue {
|
||||
|
||||
COMPANIES(
|
||||
"/crm/v3/objects/companies",
|
||||
"Companies",
|
||||
"In HubSpot, the companies object is a standard CRM object. Individual company records can be used to store information about businesses" +
|
||||
" and organizations within company properties."
|
||||
" and organizations within company properties.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
CONTACTS(
|
||||
"/crm/v3/objects/contacts",
|
||||
"Contacts",
|
||||
"In HubSpot, contacts store information about individuals. From marketing automation to smart content, the lead-specific data found in" +
|
||||
" contact records helps users leverage much of HubSpot's functionality."
|
||||
" contact records helps users leverage much of HubSpot's functionality.",
|
||||
LAST_MODIFIED_DATE
|
||||
),
|
||||
DEALS(
|
||||
"/crm/v3/objects/deals",
|
||||
"Deals",
|
||||
"In HubSpot, a deal represents an ongoing transaction that a sales team is pursuing with a contact or company. It’s tracked through" +
|
||||
" pipeline stages until won or lost."
|
||||
),
|
||||
FEEDBACK_SUBMISSIONS(
|
||||
"/crm/v3/objects/feedback_submissions",
|
||||
"Feedback Submissions",
|
||||
"In HubSpot, feedback submissions are an object which stores information submitted to a feedback survey. This includes Net Promoter Score (NPS)," +
|
||||
" Customer Satisfaction (CSAT), Customer Effort Score (CES) and Custom Surveys."
|
||||
" pipeline stages until won or lost.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
LINE_ITEMS(
|
||||
"/crm/v3/objects/line_items",
|
||||
"Line Items",
|
||||
"In HubSpot, line items can be thought of as a subset of products. When a product is attached to a deal, it becomes a line item. Line items can" +
|
||||
" be created that are unique to an individual quote, but they will not be added to the product library."
|
||||
" be created that are unique to an individual quote, but they will not be added to the product library.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
PRODUCTS(
|
||||
"/crm/v3/objects/products",
|
||||
"Products",
|
||||
"In HubSpot, products represent the goods or services to be sold. Building a product library allows the user to quickly add products to deals," +
|
||||
" generate quotes, and report on product performance."
|
||||
" generate quotes, and report on product performance.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
TICKETS(
|
||||
"/crm/v3/objects/tickets",
|
||||
"Tickets",
|
||||
"In HubSpot, a ticket represents a customer request for help or support."
|
||||
"In HubSpot, a ticket represents a customer request for help or support.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
QUOTES(
|
||||
"/crm/v3/objects/quotes",
|
||||
"Quotes",
|
||||
"In HubSpot, quotes are used to share pricing information with potential buyers."
|
||||
"In HubSpot, quotes are used to share pricing information with potential buyers.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
|
||||
CALLS(
|
||||
"/crm/v3/objects/calls",
|
||||
"Calls",
|
||||
"Get calls on CRM records and on the calls index page."
|
||||
"Get calls on CRM records and on the calls index page.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
EMAILS(
|
||||
"/crm/v3/objects/emails",
|
||||
"Emails",
|
||||
"Get emails on CRM records."
|
||||
"Get emails on CRM records.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
MEETINGS(
|
||||
"/crm/v3/objects/meetings",
|
||||
"Meetings",
|
||||
"Get meetings on CRM records."
|
||||
"Get meetings on CRM records.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
NOTES(
|
||||
"/crm/v3/objects/notes",
|
||||
"Notes",
|
||||
"Get notes on CRM records."
|
||||
"Get notes on CRM records.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
),
|
||||
TASKS(
|
||||
"/crm/v3/objects/tasks",
|
||||
"Tasks",
|
||||
"Get tasks on CRM records."
|
||||
),
|
||||
|
||||
OWNERS(
|
||||
"/crm/v3/owners/",
|
||||
"Owners",
|
||||
"HubSpot uses owners to assign specific users to contacts, companies, deals, tickets, or engagements. Any HubSpot user with access to contacts" +
|
||||
" can be assigned as an owner, and multiple owners can be assigned to an object by creating a custom property for this purpose."
|
||||
"Get tasks on CRM records.",
|
||||
HS_LAST_MODIFIED_DATE
|
||||
);
|
||||
|
||||
|
||||
private final String value;
|
||||
private final String displayName;
|
||||
private final String description;
|
||||
private final IncrementalFieldType lastModifiedDateType;
|
||||
|
||||
HubSpotObjectType(final String value, final String displayName, final String description) {
|
||||
HubSpotObjectType(String value, String displayName, String description, IncrementalFieldType lastModifiedDateType) {
|
||||
this.value = value;
|
||||
this.displayName = displayName;
|
||||
this.description = description;
|
||||
this.lastModifiedDateType = lastModifiedDateType;
|
||||
}
|
||||
|
||||
@Override
|
||||
|
@ -125,4 +128,8 @@ public enum HubSpotObjectType implements DescribedValue {
|
|||
public String getDescription() {
|
||||
return description;
|
||||
}
|
||||
|
||||
public IncrementalFieldType getLastModifiedDateType() {
|
||||
return lastModifiedDateType;
|
||||
}
|
||||
}
|
||||
|
|
|
@ -0,0 +1,32 @@
|
|||
/*
|
||||
* Licensed to the Apache Software Foundation (ASF) under one or more
|
||||
* contributor license agreements. See the NOTICE file distributed with
|
||||
* this work for additional information regarding copyright ownership.
|
||||
* The ASF licenses this file to You 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 org.apache.nifi.processors.hubspot;
|
||||
|
||||
public enum IncrementalFieldType {
|
||||
LAST_MODIFIED_DATE("lastmodifieddate"),
|
||||
HS_LAST_MODIFIED_DATE("hs_lastmodifieddate");
|
||||
|
||||
private final String value;
|
||||
|
||||
IncrementalFieldType(String value) {
|
||||
this.value = value;
|
||||
}
|
||||
|
||||
public String getValue() {
|
||||
return value;
|
||||
}
|
||||
}
|
|
@ -28,121 +28,9 @@
|
|||
</p>
|
||||
<h2>Incremental Loading</h2>
|
||||
<p>
|
||||
Some resources can be processed incrementally by NiFi. This means that only resources created or modified after the
|
||||
last run
|
||||
time of the processor are displayed. The processor state can be reset in the context menu. The following list shows
|
||||
which
|
||||
date-time fields are incremented for which resources.
|
||||
<ul>
|
||||
<li>Access
|
||||
<ul>
|
||||
<li>Access Scope: none</li>
|
||||
<li>StoreFront Access Token: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Analytics
|
||||
<ul>
|
||||
<li>Reports: updated_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Billing
|
||||
<ul>
|
||||
<li>Application Charge: none</li>
|
||||
<li>Application Credit: none</li>
|
||||
<li>Recurring Application Charge: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Customers
|
||||
<ul>
|
||||
<li>Customers: updated_at_min</li>
|
||||
<li>Customer Saved Searches: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Discounts
|
||||
<ul>
|
||||
<li>Price Rules: updated_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Events
|
||||
<ul>
|
||||
<li>Events: created_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Inventory
|
||||
<ul>
|
||||
<li>Inventory Levels: updated_at_min</li>
|
||||
<li>Locations: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Marketing Event
|
||||
<ul>
|
||||
<li>Marketing Events: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Metafields
|
||||
<ul>
|
||||
<li>Metafields: updated_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Online Store
|
||||
<ul>
|
||||
<li>Blogs: none</li>
|
||||
<li>Comment: none</li>
|
||||
<li>Pages: none</li>
|
||||
<li>Redirects: none</li>
|
||||
<li>Script Tags: updated_at_min</li>
|
||||
<li>Themes: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Orders
|
||||
<ul>
|
||||
<li>Abandoned Checkouts: updated_at_min</li>
|
||||
<li>Draft Orders: updated_at_min</li>
|
||||
<li>Orders: updated_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Plus
|
||||
<ul>
|
||||
<li>Gift Cards: none</li>
|
||||
<li>Users: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Product
|
||||
<ul>
|
||||
<li>Collects: none</li>
|
||||
<li>Custom Collections: updated_at_min</li>
|
||||
<li>Products: updated_at_min</li>
|
||||
<li>Smart Collections: updated_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Sales Channels
|
||||
<ul>
|
||||
<li>Collection Listings: none</li>
|
||||
<li>Mobile Platform Applications: none</li>
|
||||
<li>Product Listings: updated_at_min</li>
|
||||
<li>Resource Feedbacks: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Shipping and Fulfillments
|
||||
<ul>
|
||||
<li>Carrier Services: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Store Properties
|
||||
<ul>
|
||||
<li>Countries: none</li>
|
||||
<li>Currencies: none</li>
|
||||
<li>Policies: none</li>
|
||||
<li>Shipping Zones: updated_at_min</li>
|
||||
<li>Shop: none</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li>Tender Transactions
|
||||
<ul>
|
||||
<li>Tender Transactions: processed_at_min</li>
|
||||
</ul>
|
||||
</li>
|
||||
</ul>
|
||||
HubSpot objects can be processed incrementally by NiFi. This means that only objects created or modified after the
|
||||
last run time of the processor are processed. The processor state can be reset in the context menu. The incremental loading
|
||||
is based on the objects last modified time.
|
||||
</p>
|
||||
</body>
|
||||
</html>
|
|
@ -18,42 +18,50 @@ package org.apache.nifi.processors.hubspot;
|
|||
|
||||
import com.fasterxml.jackson.databind.JsonNode;
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.fasterxml.jackson.databind.node.ArrayNode;
|
||||
import com.fasterxml.jackson.databind.node.ObjectNode;
|
||||
import okhttp3.HttpUrl;
|
||||
import okhttp3.mockwebserver.MockResponse;
|
||||
import okhttp3.mockwebserver.MockWebServer;
|
||||
import okhttp3.mockwebserver.RecordedRequest;
|
||||
import org.apache.commons.io.IOUtils;
|
||||
import org.apache.nifi.components.PropertyDescriptor;
|
||||
import org.apache.nifi.components.state.Scope;
|
||||
import org.apache.nifi.components.state.StateMap;
|
||||
import org.apache.nifi.processor.ProcessContext;
|
||||
import org.apache.nifi.reporting.InitializationException;
|
||||
import org.apache.nifi.util.MockFlowFile;
|
||||
import org.apache.nifi.util.TestRunner;
|
||||
import org.apache.nifi.util.TestRunners;
|
||||
import org.apache.nifi.web.client.StandardHttpUriBuilder;
|
||||
import org.apache.nifi.web.client.api.HttpUriBuilder;
|
||||
import org.apache.nifi.web.client.provider.service.StandardWebClientServiceProvider;
|
||||
import org.junit.jupiter.api.AfterEach;
|
||||
import org.junit.jupiter.api.BeforeEach;
|
||||
import org.junit.jupiter.api.Test;
|
||||
|
||||
import java.io.IOException;
|
||||
import java.net.URI;
|
||||
import java.nio.charset.StandardCharsets;
|
||||
import java.util.Collections;
|
||||
import java.time.Instant;
|
||||
import java.time.temporal.ChronoUnit;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Objects;
|
||||
|
||||
import static org.apache.nifi.processors.hubspot.GetHubSpot.CURSOR_KEY;
|
||||
import static org.apache.nifi.processors.hubspot.GetHubSpot.END_INCREMENTAL_KEY;
|
||||
import static org.apache.nifi.processors.hubspot.GetHubSpot.START_INCREMENTAL_KEY;
|
||||
import static org.apache.nifi.processors.hubspot.HubSpotObjectType.COMPANIES;
|
||||
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||
import static org.junit.jupiter.api.Assertions.assertThrows;
|
||||
import static org.junit.jupiter.api.Assertions.assertTrue;
|
||||
|
||||
class GetHubSpotTest {
|
||||
|
||||
public static final String BASE_URL = "/test/hubspot";
|
||||
public static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
|
||||
public static final String RESPONSE_WITHOUT_PAGING_CURSOR_JSON = "response-without-paging-cursor.json";
|
||||
public static final String RESPONSE_WITH_PAGING_CURSOR_JSON = "response-with-paging-cursor.json";
|
||||
private static final long TEST_EPOCH_TIME = 1662665787;
|
||||
private static final String BASE_URL = "/test/hubspot";
|
||||
private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
|
||||
private static MockWebServer server;
|
||||
private static HttpUrl baseUrl;
|
||||
|
||||
private TestRunner runner;
|
||||
|
||||
@BeforeEach
|
||||
|
@ -63,7 +71,7 @@ class GetHubSpotTest {
|
|||
baseUrl = server.url(BASE_URL);
|
||||
|
||||
final StandardWebClientServiceProvider standardWebClientServiceProvider = new StandardWebClientServiceProvider();
|
||||
final MockGetHubSpot mockGetHubSpot = new MockGetHubSpot();
|
||||
final MockGetHubSpot mockGetHubSpot = new MockGetHubSpot(TEST_EPOCH_TIME);
|
||||
|
||||
runner = TestRunners.newTestRunner(mockGetHubSpot);
|
||||
runner.addControllerService("standardWebClientServiceProvider", standardWebClientServiceProvider);
|
||||
|
@ -71,8 +79,7 @@ class GetHubSpotTest {
|
|||
|
||||
runner.setProperty(GetHubSpot.WEB_CLIENT_SERVICE_PROVIDER, standardWebClientServiceProvider.getIdentifier());
|
||||
runner.setProperty(GetHubSpot.ACCESS_TOKEN, "testToken");
|
||||
runner.setProperty(GetHubSpot.OBJECT_TYPE, HubSpotObjectType.COMPANIES.getValue());
|
||||
runner.setProperty(GetHubSpot.RESULT_LIMIT, "1");
|
||||
runner.setProperty(GetHubSpot.OBJECT_TYPE, COMPANIES.getValue());
|
||||
}
|
||||
|
||||
@AfterEach
|
||||
|
@ -83,78 +90,161 @@ class GetHubSpotTest {
|
|||
}
|
||||
}
|
||||
|
||||
@Test
|
||||
void testLimitIsAddedToUrl() throws InterruptedException, IOException {
|
||||
|
||||
final String response = getResourceAsString(RESPONSE_WITHOUT_PAGING_CURSOR_JSON);
|
||||
server.enqueue(new MockResponse().setResponseCode(200).setBody(response));
|
||||
|
||||
runner.run(1);
|
||||
|
||||
RecordedRequest request = server.takeRequest();
|
||||
assertEquals(BASE_URL + "?limit=1", request.getPath());
|
||||
}
|
||||
|
||||
@Test
|
||||
void testPageCursorIsAddedToUrlFromState() throws InterruptedException, IOException {
|
||||
|
||||
final String response = getResourceAsString(RESPONSE_WITHOUT_PAGING_CURSOR_JSON);
|
||||
server.enqueue(new MockResponse().setBody(response));
|
||||
|
||||
runner.getStateManager().setState(Collections.singletonMap(HubSpotObjectType.COMPANIES.getValue(), "12345"), Scope.CLUSTER);
|
||||
|
||||
runner.run(1);
|
||||
|
||||
RecordedRequest request = server.takeRequest();
|
||||
assertEquals(BASE_URL + "?limit=1&after=12345", request.getPath());
|
||||
}
|
||||
|
||||
@Test
|
||||
void testFlowFileContainsResultsArray() throws IOException {
|
||||
|
||||
final String response = getResourceAsString(RESPONSE_WITH_PAGING_CURSOR_JSON);
|
||||
final String response = getResourceAsString("simple_response.json");
|
||||
server.enqueue(new MockResponse().setBody(response));
|
||||
|
||||
runner.run(1);
|
||||
|
||||
final List<MockFlowFile> flowFile = runner.getFlowFilesForRelationship(GetHubSpot.REL_SUCCESS);
|
||||
final List<MockFlowFile> flowFiles = runner.getFlowFilesForRelationship(GetHubSpot.REL_SUCCESS);
|
||||
final String expectedFlowFileContent = getResourceAsString("expected_flowfile_content.json");
|
||||
|
||||
final JsonNode expectedJsonNode = OBJECT_MAPPER.readTree(expectedFlowFileContent);
|
||||
final JsonNode actualJsonNode = OBJECT_MAPPER.readTree(flowFile.get(0).getContent());
|
||||
final JsonNode actualJsonNode = OBJECT_MAPPER.readTree(flowFiles.get(0).getContent());
|
||||
|
||||
assertEquals(expectedJsonNode, actualJsonNode);
|
||||
}
|
||||
|
||||
@Test
|
||||
void testStateIsStoredWhenPagingCursorFound() throws IOException {
|
||||
|
||||
final String response = getResourceAsString(RESPONSE_WITH_PAGING_CURSOR_JSON);
|
||||
final String expectedPagingCursor = OBJECT_MAPPER.readTree(response)
|
||||
.path("paging")
|
||||
.path("next")
|
||||
.path("after")
|
||||
.asText();
|
||||
void testFlowFileNotCreatedWhenZeroResult() throws IOException {
|
||||
|
||||
final String response = getResourceAsString("zero_result.json");
|
||||
server.enqueue(new MockResponse().setBody(response));
|
||||
|
||||
runner.run(1);
|
||||
|
||||
final StateMap state = runner.getStateManager().getState(Scope.CLUSTER);
|
||||
final String actualPagingCursor = state.get(HubSpotObjectType.COMPANIES.getValue());
|
||||
final List<MockFlowFile> flowFiles = runner.getFlowFilesForRelationship(GetHubSpot.REL_SUCCESS);
|
||||
|
||||
assertEquals(expectedPagingCursor, actualPagingCursor);
|
||||
assertTrue(flowFiles.isEmpty());
|
||||
}
|
||||
|
||||
@Test
|
||||
void testExceptionIsThrownWhenTooManyRequest() throws IOException {
|
||||
|
||||
final String response = getResourceAsString("zero_result.json");
|
||||
server.enqueue(new MockResponse().setBody(response).setResponseCode(429));
|
||||
|
||||
assertThrows(AssertionError.class, () -> runner.run(1));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testSimpleIncrementalLoadingFilter() throws IOException, InterruptedException {
|
||||
final String response = getResourceAsString("simple_response.json");
|
||||
server.enqueue(new MockResponse().setBody(response));
|
||||
|
||||
final String limit = "2";
|
||||
final int defaultDelay = 3000;
|
||||
final String endTime = String.valueOf(Instant.now().toEpochMilli());
|
||||
final Map<String, String> stateMap = new HashMap<>();
|
||||
stateMap.put(END_INCREMENTAL_KEY, endTime);
|
||||
|
||||
runner.getStateManager().setState(stateMap, Scope.CLUSTER);
|
||||
runner.setProperty(GetHubSpot.IS_INCREMENTAL, "true");
|
||||
runner.setProperty(GetHubSpot.RESULT_LIMIT, limit);
|
||||
|
||||
runner.run(1);
|
||||
|
||||
final String requestBodyString = new String(server.takeRequest().getBody().readByteArray());
|
||||
|
||||
final ObjectNode startTimeNode = OBJECT_MAPPER.createObjectNode();
|
||||
startTimeNode.put("propertyName", "hs_lastmodifieddate");
|
||||
startTimeNode.put("operator", "GTE");
|
||||
startTimeNode.put("value", endTime);
|
||||
|
||||
final ObjectNode endTimeNode = OBJECT_MAPPER.createObjectNode();
|
||||
endTimeNode.put("propertyName", "hs_lastmodifieddate");
|
||||
endTimeNode.put("operator", "LT");
|
||||
endTimeNode.put("value", String.valueOf(TEST_EPOCH_TIME - defaultDelay));
|
||||
|
||||
final ArrayNode filtersNode = OBJECT_MAPPER.createArrayNode();
|
||||
filtersNode.add(startTimeNode);
|
||||
filtersNode.add(endTimeNode);
|
||||
|
||||
final ObjectNode root = OBJECT_MAPPER.createObjectNode();
|
||||
root.put("limit", limit);
|
||||
root.set("filters", filtersNode);
|
||||
|
||||
final String expectedJsonString = root.toString();
|
||||
|
||||
assertEquals(OBJECT_MAPPER.readTree(expectedJsonString), OBJECT_MAPPER.readTree(requestBodyString));
|
||||
}
|
||||
|
||||
@Test
|
||||
void testIncrementalLoadingFilterWithPagingCursor() throws IOException, InterruptedException {
|
||||
final String response = getResourceAsString("simple_response.json");
|
||||
server.enqueue(new MockResponse().setBody(response));
|
||||
|
||||
final String limit = "2";
|
||||
final String after = "nextPage";
|
||||
final String objectType = COMPANIES.getValue();
|
||||
final String cursorKey = String.format(CURSOR_KEY, objectType);
|
||||
final Instant now = Instant.now();
|
||||
final String startTime = String.valueOf(now.toEpochMilli());
|
||||
final String endTime = String.valueOf(now.plus(2, ChronoUnit.MINUTES).toEpochMilli());
|
||||
final Map<String, String> stateMap = new HashMap<>();
|
||||
stateMap.put(cursorKey, after);
|
||||
stateMap.put(START_INCREMENTAL_KEY, startTime);
|
||||
stateMap.put(END_INCREMENTAL_KEY, endTime);
|
||||
|
||||
runner.getStateManager().setState(stateMap, Scope.CLUSTER);
|
||||
runner.setProperty(GetHubSpot.IS_INCREMENTAL, "true");
|
||||
runner.setProperty(GetHubSpot.RESULT_LIMIT, limit);
|
||||
|
||||
runner.run(1);
|
||||
|
||||
final String requestBodyString = new String(server.takeRequest().getBody().readByteArray());
|
||||
|
||||
final ObjectNode startTimeNode = OBJECT_MAPPER.createObjectNode();
|
||||
startTimeNode.put("propertyName", "hs_lastmodifieddate");
|
||||
startTimeNode.put("operator", "GTE");
|
||||
startTimeNode.put("value", startTime);
|
||||
|
||||
final ObjectNode endTimeNode = OBJECT_MAPPER.createObjectNode();
|
||||
endTimeNode.put("propertyName", "hs_lastmodifieddate");
|
||||
endTimeNode.put("operator", "LT");
|
||||
endTimeNode.put("value", endTime);
|
||||
|
||||
final ArrayNode filtersNode = OBJECT_MAPPER.createArrayNode();
|
||||
filtersNode.add(startTimeNode);
|
||||
filtersNode.add(endTimeNode);
|
||||
|
||||
final ObjectNode root = OBJECT_MAPPER.createObjectNode();
|
||||
root.put("limit", limit);
|
||||
root.put("after", after);
|
||||
root.set("filters", filtersNode);
|
||||
|
||||
final String expectedJsonString = root.toString();
|
||||
|
||||
assertEquals(OBJECT_MAPPER.readTree(expectedJsonString), OBJECT_MAPPER.readTree(requestBodyString));
|
||||
}
|
||||
|
||||
static class MockGetHubSpot extends GetHubSpot {
|
||||
|
||||
private final long currentEpochTime;
|
||||
|
||||
public MockGetHubSpot(long currentEpochTime) {
|
||||
this.currentEpochTime = currentEpochTime;
|
||||
}
|
||||
|
||||
@Override
|
||||
HttpUriBuilder getBaseUri(ProcessContext context) {
|
||||
URI getBaseUri(ProcessContext context) {
|
||||
return new StandardHttpUriBuilder()
|
||||
.scheme(baseUrl.scheme())
|
||||
.host(baseUrl.host())
|
||||
.port(baseUrl.port())
|
||||
.encodedPath(baseUrl.encodedPath());
|
||||
.encodedPath(baseUrl.encodedPath())
|
||||
.build();
|
||||
}
|
||||
|
||||
@Override
|
||||
long getCurrentEpochTime() {
|
||||
return currentEpochTime;
|
||||
}
|
||||
|
||||
@Override
|
||||
public void onPropertyModified(final PropertyDescriptor descriptor, final String oldValue, final String newValue) {
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
@ -11,5 +11,18 @@
|
|||
"createdAt": "2022-07-19T13:18:22.646Z",
|
||||
"updatedAt": "2022-07-19T13:18:33.337Z",
|
||||
"archived": false
|
||||
},
|
||||
{
|
||||
"id": "5935019230",
|
||||
"properties": {
|
||||
"createdate": "2022-07-24T19:35:59.337Z",
|
||||
"domain": "algida.com",
|
||||
"hs_lastmodifieddate": "2022-08-31T20:50:04.438Z",
|
||||
"hs_object_id": "5935019230",
|
||||
"name": "Algida"
|
||||
},
|
||||
"createdAt": "2022-07-24T19:35:59.337Z",
|
||||
"updatedAt": "2022-08-31T20:50:04.438Z",
|
||||
"archived": false
|
||||
}
|
||||
]
|
||||
|
|
|
@ -0,0 +1,14 @@
|
|||
{
|
||||
"filters": [
|
||||
{
|
||||
"propertyName": "hs_lastmodifieddate",
|
||||
"operator": "LT",
|
||||
"value": "1662665562616"
|
||||
},
|
||||
{
|
||||
"propertyName": "hs_lastmodifieddate",
|
||||
"operator": "GT",
|
||||
"value": "1662665562605"
|
||||
}
|
||||
]
|
||||
}
|
|
@ -1,23 +0,0 @@
|
|||
{
|
||||
"results": [
|
||||
{
|
||||
"id": "5918809044",
|
||||
"properties": {
|
||||
"createdate": "2022-07-19T13:18:22.646Z",
|
||||
"domain": "hubspot.com",
|
||||
"hs_lastmodifieddate": "2022-07-19T13:18:33.337Z",
|
||||
"hs_object_id": "5918809044",
|
||||
"name": "Hubspot, Inc."
|
||||
},
|
||||
"createdAt": "2022-07-19T13:18:22.646Z",
|
||||
"updatedAt": "2022-07-19T13:18:33.337Z",
|
||||
"archived": false
|
||||
}
|
||||
],
|
||||
"paging": {
|
||||
"next": {
|
||||
"after": "5918809045",
|
||||
"link": "https://api.hubapi.com/crm/v3/objects/companies?limit=1&after=5918809045"
|
||||
}
|
||||
}
|
||||
}
|
|
@ -1,4 +1,5 @@
|
|||
{
|
||||
"total": 8,
|
||||
"results": [
|
||||
{
|
||||
"id": "5918809044",
|
||||
|
@ -12,12 +13,24 @@
|
|||
"createdAt": "2022-07-19T13:18:22.646Z",
|
||||
"updatedAt": "2022-07-19T13:18:33.337Z",
|
||||
"archived": false
|
||||
},
|
||||
{
|
||||
"id": "5935019230",
|
||||
"properties": {
|
||||
"createdate": "2022-07-24T19:35:59.337Z",
|
||||
"domain": "algida.com",
|
||||
"hs_lastmodifieddate": "2022-08-31T20:50:04.438Z",
|
||||
"hs_object_id": "5935019230",
|
||||
"name": "Algida"
|
||||
},
|
||||
"createdAt": "2022-07-24T19:35:59.337Z",
|
||||
"updatedAt": "2022-08-31T20:50:04.438Z",
|
||||
"archived": false
|
||||
}
|
||||
],
|
||||
"paging": {
|
||||
"next": {
|
||||
"after": "5918809045",
|
||||
"link": "https://api.hubapi.com/crm/v3/objects/companies?limit=1&after=5918809045"
|
||||
"after": "2"
|
||||
}
|
||||
}
|
||||
}
|
|
@ -0,0 +1,4 @@
|
|||
{
|
||||
"total": 0,
|
||||
"results": []
|
||||
}
|
Loading…
Reference in New Issue