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turcsanyi pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/nifi.git


The following commit(s) were added to refs/heads/main by this push:
     new 5d2bd1e47b NIFI-10463: Fix GetHubSpot incremental loading
5d2bd1e47b is described below

commit 5d2bd1e47b34b39eda4068dbe6f941d525084dbc
Author: Lehel <lehe...@hotmail.com>
AuthorDate: Thu Sep 1 01:30:39 2022 +0200

    NIFI-10463: Fix GetHubSpot incremental loading
    
    This closes #6379.
    
    Signed-off-by: Peter Turcsanyi <turcsa...@apache.org>
---
 .../src/main/resources/META-INF/LICENSE            | 202 +++++++++++++++++
 .../src/main/resources/META-INF/NOTICE             |  37 +++
 .../apache/nifi/processors/hubspot/GetHubSpot.java | 248 ++++++++++++++++-----
 .../nifi/processors/hubspot/HubSpotObjectType.java |  61 ++---
 .../processors/hubspot/IncrementalFieldType.java   |  32 +++
 .../additionalDetails.html                         | 118 +---------
 .../nifi/processors/hubspot/GetHubSpotTest.java    | 180 +++++++++++----
 .../test/resources/expected_flowfile_content.json  |  13 ++
 .../src/test/resources/expected_request_body.json  |  14 ++
 .../resources/response-with-paging-cursor.json     |  23 --
 .../resources/response-without-paging-cursor.json  |  23 --
 .../src/test/resources/simple_response.json        |  36 +++
 .../src/test/resources/zero_result.json            |   4 +
 13 files changed, 706 insertions(+), 285 deletions(-)

diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/LICENSE
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/LICENSE
new file mode 100644
index 0000000000..7a4a3ea242
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/LICENSE
@@ -0,0 +1,202 @@
+
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\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/NOTICE
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/NOTICE
new file mode 100644
index 0000000000..8f8b7eac83
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-nar/src/main/resources/META-INF/NOTICE
@@ -0,0 +1,37 @@
+nifi-airtable-nar
+Copyright 2014-2022 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+**************************
+Apache Software License v2
+**************************
+
+  (ASLv2) Apache Commons IO
+    The following NOTICE information applies:
+      Apache Commons IO
+      Copyright 2002-2016 The Apache Software Foundation
+
+  (ASLv2) Jackson JSON processor
+    The following NOTICE information applies:
+      # Jackson JSON processor
+
+      Jackson is a high-performance, Free/Open Source JSON processing library.
+      It was originally written by Tatu Saloranta (tatu.salora...@iki.fi), and 
has
+      been in development since 2007.
+      It is currently developed by a community of developers, as well as 
supported
+      commercially by FasterXML.com.
+
+      ## Licensing
+
+      Jackson core and extension components may licensed under different 
licenses.
+      To find the details that apply to this artifact see the accompanying 
LICENSE file.
+      For more information, including possible other licensing options, contact
+      FasterXML.com (http://fasterxml.com).
+
+      ## Credits
+
+      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.
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/GetHubSpot.java
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/GetHubSpot.java
index 80c1b4c96f..58c0d02c58 100644
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/GetHubSpot.java
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/GetHubSpot.java
@@ -22,13 +22,14 @@ import com.fasterxml.jackson.core.JsonGenerator;
 import com.fasterxml.jackson.core.JsonParser;
 import com.fasterxml.jackson.core.JsonToken;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.node.ArrayNode;
+import com.fasterxml.jackson.databind.node.ObjectNode;
 import org.apache.commons.io.IOUtils;
 import org.apache.nifi.annotation.behavior.InputRequirement;
 import org.apache.nifi.annotation.behavior.InputRequirement.Requirement;
 import org.apache.nifi.annotation.behavior.PrimaryNodeOnly;
 import org.apache.nifi.annotation.behavior.Stateful;
 import org.apache.nifi.annotation.behavior.TriggerSerially;
-import org.apache.nifi.annotation.behavior.TriggerWhenEmpty;
 import org.apache.nifi.annotation.configuration.DefaultSettings;
 import org.apache.nifi.annotation.documentation.CapabilityDescription;
 import org.apache.nifi.annotation.documentation.Tags;
@@ -47,31 +48,36 @@ import org.apache.nifi.processor.io.OutputStreamCallback;
 import org.apache.nifi.processor.util.StandardValidators;
 import org.apache.nifi.web.client.api.HttpResponseEntity;
 import org.apache.nifi.web.client.api.HttpResponseStatus;
-import org.apache.nifi.web.client.api.HttpUriBuilder;
 import org.apache.nifi.web.client.provider.api.WebClientServiceProvider;
 
 import java.io.IOException;
+import java.io.InputStream;
 import java.io.UncheckedIOException;
 import java.net.URI;
 import java.nio.charset.StandardCharsets;
+import java.time.Instant;
 import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.OptionalLong;
 import java.util.Set;
+import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicInteger;
+import java.util.function.Function;
+import java.util.stream.Collectors;
 
 @PrimaryNodeOnly
 @TriggerSerially
-@TriggerWhenEmpty
 @InputRequirement(Requirement.INPUT_FORBIDDEN)
 @Tags({"hubspot"})
 @CapabilityDescription("Retrieves JSON data from a private HubSpot 
application."
-        + " Configuring the Result Limit property enables incremental 
retrieval of results. When this property is set the processor will"
-        + " retrieve new records. This processor is intended to be run on the 
Primary Node only.")
-@Stateful(scopes = Scope.CLUSTER, description = "When the 'Limit' attribute is 
set, the paging cursor is saved after executing a request."
-        + " Only the objects after the paging cursor will be retrieved. The 
maximum number of retrieved objects is the 'Limit' attribute.")
+        + " This processor is intended to be run on the Primary Node only.")
+@Stateful(scopes = Scope.CLUSTER, description = "In case of incremental 
loading, the start and end timestamps of the last" +
+        " query time window are stored in the state. When the 'Result Limit' 
property is set, the paging cursor is saved after" +
+        " executing a request. Only the objects after the paging cursor will 
be retrieved. The maximum number of retrieved" +
+        " objects can be set in the 'Result Limit' property.")
 @DefaultSettings(yieldDuration = "10 sec")
 public class GetHubSpot extends AbstractProcessor {
 
@@ -97,9 +103,44 @@ public class GetHubSpot extends AbstractProcessor {
             .name("result-limit")
             .displayName("Result Limit")
             .description("The maximum number of results to request for each 
invocation of the Processor")
-            
.expressionLanguageSupported(ExpressionLanguageScope.FLOWFILE_ATTRIBUTES)
+            
.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
             .required(false)
-            .addValidator(StandardValidators.POSITIVE_INTEGER_VALIDATOR)
+            .addValidator(StandardValidators.createLongValidator(1, 100, true))
+            .build();
+
+    static final PropertyDescriptor IS_INCREMENTAL = new 
PropertyDescriptor.Builder()
+            .name("is-incremental")
+            .displayName("Incremental Loading")
+            .description("The processor can incrementally load the queried 
objects so that each object is queried exactly once." +
+                    " For each query, the processor queries objects within a 
time window where the objects were modified between" +
+                    " the previous run time and the current time (optionally 
adjusted by the Incremental Delay property).")
+            .required(true)
+            .allowableValues("true", "false")
+            .defaultValue("false")
+            .build();
+
+    static final PropertyDescriptor INCREMENTAL_DELAY = new 
PropertyDescriptor.Builder()
+            .name("incremental-delay")
+            .displayName("Incremental Delay")
+            .description(("The ending timestamp of the time window will be 
adjusted earlier by the amount configured in this property." +
+                    " For example, with a property value of 10 seconds, an 
ending timestamp of 12:30:45 would be changed to 12:30:35." +
+                    " Set this property to avoid missing objects when the 
clock of your local machines and HubSpot servers' clock are not in sync."))
+            .required(true)
+            .defaultValue("3 sec")
+            
.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
+            .addValidator(StandardValidators.TIME_PERIOD_VALIDATOR)
+            .dependsOn(IS_INCREMENTAL, "true")
+            .build();
+
+    static final PropertyDescriptor INCREMENTAL_INITIAL_START_TIME = new 
PropertyDescriptor.Builder()
+            .name("incremental-initial-start-time")
+            .displayName("Incremental Initial Start Time")
+            .description("This property specifies the start time that the 
processor applies when running the first request." +
+                    " The expected format is a UTC date-time such as 
'2011-12-03T10:15:30Z'")
+            .required(false)
+            
.expressionLanguageSupported(ExpressionLanguageScope.VARIABLE_REGISTRY)
+            .addValidator(StandardValidators.ISO8601_INSTANT_VALIDATOR)
+            .dependsOn(IS_INCREMENTAL, "true")
             .build();
 
     static final PropertyDescriptor WEB_CLIENT_SERVICE_PROVIDER = new 
PropertyDescriptor.Builder()
@@ -117,28 +158,36 @@ public class GetHubSpot extends AbstractProcessor {
 
     private static final String API_BASE_URI = "api.hubapi.com";
     private static final String HTTPS = "https";
-    private static final String CURSOR_PARAMETER = "after";
-    private static final String LIMIT_PARAMETER = "limit";
     private static final int TOO_MANY_REQUESTS = 429;
     private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
     private static final JsonFactory JSON_FACTORY = OBJECT_MAPPER.getFactory();
+    private static final Map<String, HubSpotObjectType> OBJECT_TYPE_LOOKUP_MAP 
= createObjectTypeLookupMap();
+    private static final String NO_PAGING = "no paging";
+    private static final String PAGING_CURSOR = "after";
+    static final String CURSOR_KEY = "paging_next";
+    static final String START_INCREMENTAL_KEY = "time_window_start";
+    static final String END_INCREMENTAL_KEY = "time_window_end";
+
+    private static Map<String, HubSpotObjectType> createObjectTypeLookupMap() {
+        return Arrays.stream(HubSpotObjectType.values())
+                .collect(Collectors.toMap(HubSpotObjectType::getValue, 
Function.identity()));
+    }
 
     private volatile WebClientServiceProvider webClientServiceProvider;
+    private volatile boolean isObjectTypeModified;
 
     private static final List<PropertyDescriptor> PROPERTY_DESCRIPTORS = 
Collections.unmodifiableList(Arrays.asList(
             OBJECT_TYPE,
             ACCESS_TOKEN,
             RESULT_LIMIT,
+            IS_INCREMENTAL,
+            INCREMENTAL_DELAY,
+            INCREMENTAL_INITIAL_START_TIME,
             WEB_CLIENT_SERVICE_PROVIDER
     ));
 
     private static final Set<Relationship> RELATIONSHIPS = 
Collections.singleton(REL_SUCCESS);
 
-    @OnScheduled
-    public void onScheduled(final ProcessContext context) {
-        webClientServiceProvider = 
context.getProperty(WEB_CLIENT_SERVICE_PROVIDER).asControllerService(WebClientServiceProvider.class);
-    }
-
     @Override
     protected List<PropertyDescriptor> getSupportedPropertyDescriptors() {
         return PROPERTY_DESCRIPTORS;
@@ -149,26 +198,45 @@ public class GetHubSpot extends AbstractProcessor {
         return RELATIONSHIPS;
     }
 
+    @Override
+    public void onPropertyModified(final PropertyDescriptor descriptor, final 
String oldValue, final String newValue) {
+        if (OBJECT_TYPE.equals(descriptor) || 
IS_INCREMENTAL.equals(descriptor)) {
+            isObjectTypeModified = true;
+        }
+    }
+
+    @OnScheduled
+    public void onScheduled(final ProcessContext context) {
+        webClientServiceProvider = 
context.getProperty(WEB_CLIENT_SERVICE_PROVIDER).asControllerService(WebClientServiceProvider.class);
+    }
+
     @Override
     public void onTrigger(final ProcessContext context, final ProcessSession 
session) throws ProcessException {
+        if (isObjectTypeModified) {
+            clearState(context);
+            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);
+        }
+    }
 }
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/HubSpotObjectType.java
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/HubSpotObjectType.java
index afcefc81d1..a4150f1908 100644
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/HubSpotObjectType.java
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/HubSpotObjectType.java
@@ -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;
+    }
 }
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/IncrementalFieldType.java
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/IncrementalFieldType.java
new file mode 100644
index 0000000000..0c7e75e7dd
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/java/org/apache/nifi/processors/hubspot/IncrementalFieldType.java
@@ -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;
+    }
+}
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/resources/docs/org.apache.nifi.processors.hubspot.GetHubSpot/additionalDetails.html
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/resources/docs/org.apache.nifi.processors.hubspot.GetHubSpot/additionalDetails.html
index 17df046700..6f2dd67fa6 100644
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/resources/docs/org.apache.nifi.processors.hubspot.GetHubSpot/additionalDetails.html
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/main/resources/docs/org.apache.nifi.processors.hubspot.GetHubSpot/additionalDetails.html
@@ -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>
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/java/org/apache/nifi/processors/hubspot/GetHubSpotTest.java
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/java/org/apache/nifi/processors/hubspot/GetHubSpotTest.java
index c5c0fa7820..410a279ce7 100644
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/java/org/apache/nifi/processors/hubspot/GetHubSpotTest.java
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/java/org/apache/nifi/processors/hubspot/GetHubSpotTest.java
@@ -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
@@ -84,77 +91,160 @@ class GetHubSpotTest {
     }
 
     @Test
-    void testLimitIsAddedToUrl() throws InterruptedException, IOException {
+    void testFlowFileContainsResultsArray() throws IOException {
 
-        final String response = 
getResourceAsString(RESPONSE_WITHOUT_PAGING_CURSOR_JSON);
-        server.enqueue(new 
MockResponse().setResponseCode(200).setBody(response));
+        final String response = getResourceAsString("simple_response.json");
+        server.enqueue(new MockResponse().setBody(response));
 
         runner.run(1);
 
-        RecordedRequest request = server.takeRequest();
-        assertEquals(BASE_URL + "?limit=1", request.getPath());
+        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(flowFiles.get(0).getContent());
+
+        assertEquals(expectedJsonNode, actualJsonNode);
     }
 
     @Test
-    void testPageCursorIsAddedToUrlFromState() throws InterruptedException, 
IOException {
+    void testFlowFileNotCreatedWhenZeroResult() throws IOException {
 
-        final String response = 
getResourceAsString(RESPONSE_WITHOUT_PAGING_CURSOR_JSON);
+        final String response = getResourceAsString("zero_result.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());
+        final List<MockFlowFile> flowFiles = 
runner.getFlowFilesForRelationship(GetHubSpot.REL_SUCCESS);
+
+        assertTrue(flowFiles.isEmpty());
     }
 
     @Test
-    void testFlowFileContainsResultsArray() throws IOException {
+    void testExceptionIsThrownWhenTooManyRequest() throws IOException {
 
-        final String response = 
getResourceAsString(RESPONSE_WITH_PAGING_CURSOR_JSON);
+        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 List<MockFlowFile> flowFile = 
runner.getFlowFilesForRelationship(GetHubSpot.REL_SUCCESS);
-        final String expectedFlowFileContent = 
getResourceAsString("expected_flowfile_content.json");
+        final String requestBodyString = new 
String(server.takeRequest().getBody().readByteArray());
 
-        final JsonNode expectedJsonNode = 
OBJECT_MAPPER.readTree(expectedFlowFileContent);
-        final JsonNode actualJsonNode = 
OBJECT_MAPPER.readTree(flowFile.get(0).getContent());
+        final ObjectNode startTimeNode = OBJECT_MAPPER.createObjectNode();
+        startTimeNode.put("propertyName", "hs_lastmodifieddate");
+        startTimeNode.put("operator", "GTE");
+        startTimeNode.put("value", endTime);
 
-        assertEquals(expectedJsonNode, actualJsonNode);
-    }
+        final ObjectNode endTimeNode = OBJECT_MAPPER.createObjectNode();
+        endTimeNode.put("propertyName", "hs_lastmodifieddate");
+        endTimeNode.put("operator", "LT");
+        endTimeNode.put("value", String.valueOf(TEST_EPOCH_TIME - 
defaultDelay));
 
-    @Test
-    void testStateIsStoredWhenPagingCursorFound() throws IOException {
+        final ArrayNode filtersNode = OBJECT_MAPPER.createArrayNode();
+        filtersNode.add(startTimeNode);
+        filtersNode.add(endTimeNode);
 
-        final String response = 
getResourceAsString(RESPONSE_WITH_PAGING_CURSOR_JSON);
-        final String expectedPagingCursor = OBJECT_MAPPER.readTree(response)
-                .path("paging")
-                .path("next")
-                .path("after")
-                .asText();
+        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 StateMap state = 
runner.getStateManager().getState(Scope.CLUSTER);
-        final String actualPagingCursor = 
state.get(HubSpotObjectType.COMPANIES.getValue());
+        final String requestBodyString = new 
String(server.takeRequest().getBody().readByteArray());
 
-        assertEquals(expectedPagingCursor, actualPagingCursor);
-    }
+        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) {
         }
     }
 
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_flowfile_content.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_flowfile_content.json
index edd489bce0..bdc053f519 100644
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_flowfile_content.json
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_flowfile_content.json
@@ -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
   }
 ]
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_request_body.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_request_body.json
new file mode 100644
index 0000000000..02fb4e7002
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/expected_request_body.json
@@ -0,0 +1,14 @@
+{
+  "filters": [
+    {
+      "propertyName": "hs_lastmodifieddate",
+      "operator": "LT",
+      "value": "1662665562616"
+    },
+    {
+      "propertyName": "hs_lastmodifieddate",
+      "operator": "GT",
+      "value": "1662665562605"
+    }
+  ]
+}
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-with-paging-cursor.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-with-paging-cursor.json
deleted file mode 100644
index fefdf05f77..0000000000
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-with-paging-cursor.json
+++ /dev/null
@@ -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";
-    }
-  }
-}
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-without-paging-cursor.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-without-paging-cursor.json
deleted file mode 100644
index fefdf05f77..0000000000
--- 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/response-without-paging-cursor.json
+++ /dev/null
@@ -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";
-    }
-  }
-}
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/simple_response.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/simple_response.json
new file mode 100644
index 0000000000..be1ef763d3
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/simple_response.json
@@ -0,0 +1,36 @@
+{
+  "total": 8,
+  "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
+    },
+    {
+      "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": "2"
+    }
+  }
+}
\ No newline at end of file
diff --git 
a/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/zero_result.json
 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/zero_result.json
new file mode 100644
index 0000000000..3fe9070b4e
--- /dev/null
+++ 
b/nifi-nar-bundles/nifi-hubspot-bundle/nifi-hubspot-processors/src/test/resources/zero_result.json
@@ -0,0 +1,4 @@
+{
+  "total": 0,
+  "results": []
+}
\ No newline at end of file

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