Issue #76: preliminary sql generator

README.md

@@ -58,48 +58,51 @@ $ java -jar path/to/web-api-commander.jar
 Doing so displays the following information:
 ```
 usage: java -jar web-api-commander
-    --bearerToken <b>             Bearer token to be used with the
-                                  request.
-    --clientId <d>                Client Id to be used with the request.
+    --bearerToken <b>              Bearer token to be used with the
+                                   request.
+    --clientId <d>                 Client Id to be used with the request.
     --clientSecret <s>
-    --contentType <t>             Results format: JSON (default),
-                                  JSON_NO_METADATA, JSON_FULL_METADATA,
-                                  XML.
-    --entityName <n>              The name of the entity to fetch, e.g.
-                                  Property.
-    --generateDDAcceptanceTests   Generates acceptance tests in the
-                                  current directory.
-    --generateMetadataReport      Generates metadata report from given
-                                  <inputFile>.
-    --generateQueries             Resolves queries in a given RESOScript
-                                  <inputFile> and displays them in
-                                  standard out.
-    --generateReferenceDDL        Generates reference DDL to create a
-                                  RESO-compliant SQL database. Pass
-                                  --useKeyNumeric to generate the DB using
-                                  numeric keys.
-    --generateReferenceEDMX       Generates reference metadata in EDMX
-                                  format.
-    --getMetadata                 Fetches metadata from <serviceRoot>
-                                  using <bearerToken> and saves results in
-                                  <outputFile>.
-    --help                        print help
-    --inputFile <i>               Path to input file.
-    --outputFile <o>              Path to output file.
-    --runRESOScript               Runs commands in RESOScript file given
-                                  as <inputFile>.
-    --saveGetRequest              Performs GET from <requestURI> using the
-                                  given <bearerToken> and saves output to
-                                  <outputFile>.
-    --serviceRoot <s>             Service root URL on the host.
-    --uri <u>                     URI for raw request. Use 'single quotes'
-                                  to enclose.
-    --useEdmEnabledClient         present if an EdmEnabledClient should be
-                                  used.
-    --useKeyNumeric               present if numeric keys are to be used
-                                  for database DDL generation.
-    --validateMetadata            Validates previously-fetched metadata in
-                                  the <inputFile> path.
+    --contentType <t>              Results format: JSON (default),
+                                   JSON_NO_METADATA, JSON_FULL_METADATA,
+                                   XML.
+    --entityName <n>               The name of the entity to fetch, e.g.
+                                   Property.
+    --generateDDAcceptanceTests    Generates acceptance tests in the
+                                   current directory.
+    --generateMetadataReport       Generates metadata report from given
+                                   <inputFile>.
+    --generateQueries              Resolves queries in a given RESOScript
+                                   <inputFile> and displays them in
+                                   standard out.
+    --generateReferenceDDL         Generates reference DDL to create a
+                                   RESO-compliant SQL database. Pass
+                                   --useKeyNumeric to generate the DB
+                                   using numeric keys.
+    --generateReferenceEDMX        Generates reference metadata in EDMX
+                                   format.
+    --generateResourceInfoModels   Generates Java Models for the Web API
+                                   Reference Server in the current
+                                   directory.
+    --getMetadata                  Fetches metadata from <serviceRoot>
+                                   using <bearerToken> and saves results
+                                   in <outputFile>.
+    --help                         print help
+    --inputFile <i>                Path to input file.
+    --outputFile <o>               Path to output file.
+    --runRESOScript                Runs commands in RESOScript file given
+                                   as <inputFile>.
+    --saveGetRequest               Performs GET from <requestURI> using
+                                   the given <bearerToken> and saves
+                                   output to <outputFile>.
+    --serviceRoot <s>              Service root URL on the host.
+    --uri <u>                      URI for raw request. Use 'single
+                                   quotes' to enclose.
+    --useEdmEnabledClient          present if an EdmEnabledClient should
+                                   be used.
+    --useKeyNumeric                present if numeric keys are to be used
+                                   for database DDL generation.
+    --validateMetadata             Validates previously-fetched metadata
+                                   in the <inputFile> path.
 
 ```
 When using commands, if required arguments aren't provided, relevant feedback will be displayed in the terminal.
@@ -227,6 +230,17 @@ New Cucumber BDD acceptance tests will be generated and placed in a timestamped
 
 To update the current tests, copy the newly generated ones into the [Data Dictionary BDD `.features` directory](src/main/java/org/reso/certification/features/data-dictionary/v1-7-0), run the `./gradlew build` task, and if everything works as expected, commit the newly generated tests. 
 
+## Generating RESO Web API Reference Server Data Models
+The RESO Commander can be used to generate data models for the Web API Reference server from the currently approved [Data Dictionary Spreadsheet](src/main/resources/RESODataDictionary-1.7.xlsx). 
+
+The Commander project's copy of the sheet needs to be updated with a copy of the [DD Google Sheet](https://docs.google.com/spreadsheets/d/1SZ0b6T4_lz6ti6qB2Je7NSz_9iNOaV_v9dbfhPwWgXA/edit?usp=sharing) prior to generating reference metadata.
+
+```
+$ java -jar path/to/web-api-commander.jar --generateResourceInfoModels
+```
+New ResourceInfo Models for the Web API Reference Server will be generated and placed in a timestamped directory relative to your current path.
+
+
 ## Generating RESO Data Dictionary Reference Metadata
 In addition to generating DD acceptance tests, the RESO Commander can generate reference metadata based on the current reference [Data Dictionary Spreadsheet](src/main/resources/RESODataDictionary-1.7.xlsx). 
 

build.gradle

@@ -48,6 +48,8 @@ dependencies {
   compile 'io.cucumber:cucumber-guice:6.10.2'
   compile 'io.cucumber:cucumber-core:6.10.2'
 
+  compile 'com.github.javafaker:javafaker:1.0.2'
+
   compile 'net.masterthought:cucumber-reporting:5.5.2'
 
   //TODO: choose one schema validator between this and rest-assured
@@ -175,6 +177,35 @@ task testDataDictionary_1_7() {
   }
 }
 
+task testIdxPayload_1_7() {
+  group = 'RESO Certification'
+  description = 'Runs IDX Payload 1.7 Automated Acceptance Tests.' +
+      '\n  Example: ' +
+      '\n    $ ./gradlew testIdxPayload_1_7 -DpathToRESOScript=/path/to/web-api-core-1.0.2.resoscript -DshowResponses=true\n'
+
+  dependsOn jar
+  doLast {
+    javaexec {
+      main = "io.cucumber.core.cli.Main"
+      classpath = configurations.cucumberRuntime + sourceSets.main.output + sourceSets.test.output
+      systemProperties = System.getProperties()
+
+      args = [
+          '--strict',
+          '--plugin',
+          'pretty',
+          '--plugin',
+          'json:build/idx-payload.dd-1.7.json',
+          '--plugin',
+          'html:build/idx-payload.dd-1.7.html',
+          '--glue',
+          'org.reso.certification.stepdefs#IDXPayload',
+          'src/main/java/org/reso/certification/features/payloads/idx-payload.feature'
+      ]
+    }
+  }
+}
+
 task generateCertificationReport_DD_1_7() {
   group = 'RESO Certification'
   description = 'Runs Data Dictionary 1.7 tests and creates a certification report' +

src/main/java/org/reso/auth/OAuth2HttpClientFactory.java

@@ -6,6 +6,8 @@ import org.apache.http.Header;
 import org.apache.http.HttpStatus;
 import org.apache.http.NameValuePair;
 import org.apache.http.client.HttpClient;
+import org.apache.http.client.config.CookieSpecs;
+import org.apache.http.client.config.RequestConfig;
 import org.apache.http.client.entity.UrlEncodedFormEntity;
 import org.apache.http.client.methods.CloseableHttpResponse;
 import org.apache.http.client.methods.HttpPost;
@@ -64,6 +66,7 @@ public class OAuth2HttpClientFactory extends AbstractHttpClientFactory {
     try {
       LOG.debug("Fetching access token...");
       final HttpPost post = new HttpPost(tokenUri);
+      post.setConfig(RequestConfig.custom().setCookieSpec(CookieSpecs.STANDARD).build());
 
       params.add(new BasicNameValuePair("grant_type", "client_credentials"));
       params.add(new BasicNameValuePair("client_id", clientId));
@@ -118,6 +121,7 @@ public class OAuth2HttpClientFactory extends AbstractHttpClientFactory {
         .setUserAgent(USER_AGENT)
         .setDefaultHeaders(headers)
         .setConnectionManager(connectionManager)
+        .setDefaultRequestConfig(RequestConfig.custom().setCookieSpec(CookieSpecs.STANDARD).build())
         .build();
   }
 

src/main/java/org/reso/auth/TokenHttpClientFactory.java

@@ -2,6 +2,8 @@ package org.reso.auth;
 
 import org.apache.http.Header;
 import org.apache.http.client.HttpClient;
+import org.apache.http.client.config.CookieSpecs;
+import org.apache.http.client.config.RequestConfig;
 import org.apache.http.conn.HttpClientConnectionManager;
 import org.apache.http.impl.client.CloseableHttpClient;
 import org.apache.http.impl.client.HttpClientBuilder;
@@ -44,11 +46,11 @@ public class TokenHttpClientFactory extends AbstractHttpClientFactory {
     return HttpClientBuilder.create()
         .setUserAgent(USER_AGENT)
         .setDefaultHeaders(headers)
+        .setDefaultRequestConfig(RequestConfig.custom().setCookieSpec(CookieSpecs.STANDARD).build())
         .setConnectionManager(connectionManager)
         .build();
   }
 
-
   @Override
   public void close(final HttpClient httpClient) {
     try {

src/main/java/org/reso/certification/codegen/BDDProcessor.java

@@ -122,7 +122,7 @@ public class BDDProcessor extends WorksheetProcessor {
       return tags;
     }
 
-    private static String padLeft(String s, int n) {
+    public static String padLeft(String s, int n) {
       String[] padding = new String[n];
       Arrays.fill(padding, " ");
       return String.join("", padding) + s;

src/main/java/org/reso/certification/codegen/DDCacheProcessor.java

@@ -0,0 +1,83 @@
+package org.reso.certification.codegen;
+
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.reso.models.ReferenceStandardField;
+
+import java.util.LinkedHashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+public class DDCacheProcessor extends WorksheetProcessor {
+  private static final Logger LOG = LogManager.getLogger(DDCacheProcessor.class);
+  Map<String, List<ReferenceStandardField>> fieldCache = new LinkedHashMap<>();
+
+  private void addToFieldCache(ReferenceStandardField field) {
+    fieldCache.putIfAbsent(field.getParentResourceName(), new LinkedList<>());
+    fieldCache.get(field.getParentResourceName()).add(field);
+  }
+
+  public Map<String, List<ReferenceStandardField>> getFieldCache() {
+    return fieldCache;
+  }
+
+  public static Map<String, List<ReferenceStandardField>> buildCache() {
+    LOG.info("Creating standard field cache...");
+    DDCacheProcessor cacheProcessor = new DDCacheProcessor();
+    DataDictionaryCodeGenerator generator = new DataDictionaryCodeGenerator(cacheProcessor);
+    generator.processWorksheets();
+    LOG.info("Standard field cache created!");
+    return cacheProcessor.getFieldCache();
+  }
+
+  public static DataDictionaryCodeGenerator getGeneratorInstance() {
+    DDCacheProcessor cacheProcessor = new DDCacheProcessor();
+    return new DataDictionaryCodeGenerator(cacheProcessor);
+  }
+
+  @Override
+  void processNumber(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processStringListSingle(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processString(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processBoolean(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processStringListMulti(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processDate(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processTimestamp(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void processCollection(ReferenceStandardField field) {
+    addToFieldCache(field);
+  }
+
+  @Override
+  void generateOutput() {
+    //no output
+  }
+}

src/main/java/org/reso/certification/codegen/DDLProcessor.java

@@ -149,7 +149,7 @@ public class DDLProcessor extends WorksheetProcessor {
           .append("\n\n")
           .append("CREATE TABLE IF NOT EXISTS ")
           //exception for ouid so it doesn't become o_u_i_d
-          .append(CaseFormat.UPPER_CAMEL.to(CaseFormat.LOWER_UNDERSCORE, resourceName).replace("o_u_i_d", "ouid"))
+          .append(buildDbTableName(resourceName))
           .append(" ( ")
           .append(templateContent).append(",\n")
           .append(PADDING).append(PADDING).append(buildPrimaryKeyMarkup(resourceName)).append("\n")
@@ -164,6 +164,10 @@ public class DDLProcessor extends WorksheetProcessor {
     LOG.info(this::buildInsertLookupsStatement);
   }
 
+  public static String buildDbTableName(String resourceName) {
+    return CaseFormat.UPPER_CAMEL.to(CaseFormat.LOWER_UNDERSCORE, resourceName).replace("o_u_i_d", "ouid");
+  }
+
   private static String buildCreateLookupStatement(boolean useKeyNumeric) {
       return
           "\n\n/**\n" +

src/main/java/org/reso/certification/codegen/DataDictionaryCodeGenerator.java

@@ -9,18 +9,20 @@ import org.reso.commander.common.DataDictionaryMetadata;
 import static org.reso.certification.codegen.WorksheetProcessor.REFERENCE_WORKSHEET;
 import static org.reso.certification.codegen.WorksheetProcessor.buildWellKnownStandardFieldHeaderMap;
 
-public class DataDictionaryCodeGenerator {
+public final class DataDictionaryCodeGenerator {
   private static final Logger LOG = LogManager.getLogger(DataDictionaryCodeGenerator.class);
-  WorksheetProcessor processor = null;
+  private WorksheetProcessor processor = null;
   Workbook workbook = null;
 
+  private DataDictionaryCodeGenerator() {
+    //private constructor, should not instantiate directly
+  }
+
   /**
    * Instantiates a new DataDictionary generator with the given worksheet processor
    * @param processor the worksheet processor to use to generate the data dictionary
-   * @throws Exception an exception if the Data Dictionary processor is null
    */
-  public DataDictionaryCodeGenerator(WorksheetProcessor processor) throws Exception {
-    if (processor == null) throw new Exception("Data Dictionary processor cannot be null!");
+  public DataDictionaryCodeGenerator(WorksheetProcessor processor) {
     this.processor = processor;
     processor.setReferenceResource(REFERENCE_WORKSHEET);
     workbook = processor.getReferenceWorkbook();
@@ -31,21 +33,25 @@ public class DataDictionaryCodeGenerator {
    * Generates Data Dictionary references for local workbook instance using the configured WorksheetProcessor
    */
   public void processWorksheets() {
-    Sheet currentWorksheet, standardResourcesWorksheet;
+    Sheet currentWorksheet, standardRelationshipsWorksheet;
     int sheetIndex, rowIndex;
     final int ROW_HEADER_INDEX = 0, FIRST_ROW_INDEX = 1;
     final String STANDARD_RELATIONSHIPS_WORKSHEET = "Standard Relationships";
 
     try {
-      standardResourcesWorksheet = workbook.getSheet(STANDARD_RELATIONSHIPS_WORKSHEET);
-      assert standardResourcesWorksheet != null;
+      standardRelationshipsWorksheet = workbook.getSheet(STANDARD_RELATIONSHIPS_WORKSHEET);
+      assert standardRelationshipsWorksheet != null : "Standard Relationships worksheet MUST be present!";
 
-      processor.buildStandardRelationships(standardResourcesWorksheet);
+      processor.buildStandardRelationships(standardRelationshipsWorksheet);
 
       //workbook consists of many sheets, process only the ones that have the name of a well-known resource
+      //TODO: change to stream processing logic
       for (sheetIndex = ROW_HEADER_INDEX; sheetIndex < workbook.getNumberOfSheets(); sheetIndex++) {
+        assert workbook != null && sheetIndex >= 0 && sheetIndex < workbook.getNumberOfSheets()
+            : "Worksheet at index + " + sheetIndex + " does not exist!";
         currentWorksheet = workbook.getSheetAt(sheetIndex);
 
+        //TODO: make DD version dynamic
         if (DataDictionaryMetadata.v1_7.WELL_KNOWN_RESOURCES.contains(currentWorksheet.getSheetName()) && currentWorksheet.getPhysicalNumberOfRows() > 1) {
           processor.beforeResourceSheetProcessed(currentWorksheet);
 
@@ -67,4 +73,8 @@ public class DataDictionaryCodeGenerator {
       LOG.info(ex);
     }
   }
+
+  public WorksheetProcessor getProcessor() {
+    return processor;
+  }
 }

src/main/java/org/reso/certification/codegen/DataDictionarySeedDataSqlGenerator.java

@@ -0,0 +1,281 @@
+package org.reso.certification.codegen;
+
+import com.github.javafaker.Faker;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.reso.commander.common.Utils;
+import org.reso.models.DataGenerator;
+import org.reso.models.ReferenceStandardField;
+import org.reso.models.ReferenceStandardLookup;
+
+import java.time.OffsetDateTime;
+import java.time.temporal.ChronoUnit;
+import java.util.*;
+import java.util.concurrent.ThreadLocalRandom;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.stream.Collectors;
+
+import static org.reso.certification.codegen.WorksheetProcessor.WELL_KNOWN_DATA_TYPES.*;
+
+/**
+ * From: https://mariadb.com/kb/en/how-to-quickly-insert-data-into-mariadb/
+ *
+ * ALTER TABLE table_name DISABLE KEYS;
+ * BEGIN;
+ * ... inserting data with INSERT or LOAD DATA ....
+ * COMMIT;
+ * ALTER TABLE table_name ENABLE KEYS;
+ *
+ * SET @@session.unique_checks = 0;
+ * SET @@session.foreign_key_checks = 0;
+ *
+ * SET @@global.innodb_autoinc_lock_mode = 2;
+ *
+ * Then use this to import the data:
+ *
+ * mysqlimport --use-threads=<numThreads> database text-file-name [text-file-name...]
+ */
+public class DataDictionarySeedDataSqlGenerator {
+  private static final Logger LOG = LogManager.getLogger(DataDictionarySeedDataSqlGenerator.class);
+  final private DDCacheProcessor processor;
+
+  /**
+   * Cache of fields and their data generators by resource
+   */
+  private final static AtomicReference<Map<String, Map<String, DataGenerator.FieldDataGenerator>>> dataGeneratorResourceFieldMap
+      = new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+  /**
+   * Cache of standard fields from the current Data Dictionary worksheet
+   */
+  private final static AtomicReference<Map<String, List<ReferenceStandardField>>> referenceStandardFieldCache
+      = new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+  /**
+   * Cache of keys by resource name
+   */
+  private final static AtomicReference<Map<String, String>> keyCache
+      = new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+
+  /**
+   * TODO: add a standard relationships cache so keys can be sampled from the keyCache for related records
+   */
+
+  public DataDictionarySeedDataSqlGenerator() {
+    LOG.info("Welcome to the RESO Data Dictionary Database Seed Generator!");
+    LOG.info("Creating standard field cache...");
+    DDCacheProcessor processor = new DDCacheProcessor();
+    DataDictionaryCodeGenerator generator = new DataDictionaryCodeGenerator(processor);
+    generator.processWorksheets();
+    LOG.info("Standard field cache created!");
+
+    this.processor = processor;
+
+    //build a cache of the Dictionary standard fields
+    referenceStandardFieldCache.set(processor.getFieldCache());
+
+    //build a cache of Data Dictionary generators
+    DataGenerator dataGenerator = DataGenerator.deserialize();
+    dataGenerator.getResourceInfo().forEach(resourceInfo -> {
+      dataGeneratorResourceFieldMap.get().putIfAbsent(resourceInfo.getResourceName(), new LinkedHashMap<>());
+      dataGenerator.getFields().forEach(fieldDataGenerator ->
+          dataGeneratorResourceFieldMap.get().get(resourceInfo.getResourceName()).put(fieldDataGenerator.getFieldName(), fieldDataGenerator));
+    });
+
+    //extract counts for each resource
+    final Map<String, Integer> resourceCounts = dataGenerator.getResourceInfo().stream()
+        .collect(Collectors.toMap(DataGenerator.ResourceInfo::getResourceName, DataGenerator.ResourceInfo::getRecordCount));
+
+    //iterate over each resource in the Data Dictionary and generate n items from it, where n is the recordCount
+    //in the resourceInfo section of the data generator reference file
+    referenceStandardFieldCache.get().keySet().forEach(resourceName -> {
+      LOG.info("Processing " + resourceName + " resource...");
+      LOG.info(generateRowInsertStatements(resourceName, referenceStandardFieldCache.get().get(resourceName), resourceCounts.get(resourceName)));
+    });
+  }
+
+  /**
+   * INSERT INTO tbl_name (a,b,c)
+   * VALUES(1,2,3), (4,5,6), (7,8,9);
+   *
+   * TODO: this function needs to have the lookups split out and handled in their own insert statement generator
+   *
+   * @param resourceName
+   * @param referenceStandardFields
+   * @param numStatements
+   * @return
+   */
+  final String generateRowInsertStatements(String resourceName, List<ReferenceStandardField> referenceStandardFields, Integer numStatements) {
+    final String tableName = DDLProcessor.buildDbTableName(resourceName);
+    StringBuilder stringBuilder = new StringBuilder();
+    stringBuilder.append("ALTER TABLE ").append(tableName).append(" DISABLE KEYS;\n");
+    stringBuilder.append("BEGIN;\n");
+    stringBuilder.append("INSERT INTO ").append(tableName);
+    stringBuilder.append(" (");
+    stringBuilder.append(referenceStandardFields.stream().map(ReferenceStandardField::getStandardName)
+        .collect(Collectors.joining(", ")));
+    stringBuilder.append(") VALUES");
+
+    for (int statementCount = 0; statementCount < numStatements; statementCount++) {
+      stringBuilder.append("\n\t(");
+      stringBuilder.append(referenceStandardFields.stream().map(this::generateValues).collect(Collectors.joining(", ")));
+      stringBuilder.append(")");
+
+      //add commas between values only if we're not at the last item
+      if (statementCount < numStatements - 1) stringBuilder.append(", ");
+    }
+
+    stringBuilder.append(";\n");
+    stringBuilder.append("COMMIT;\n");
+    stringBuilder.append("ALTER TABLE " + tableName + " ENABLE KEYS;\n\n");
+
+    return stringBuilder.toString();
+  }
+
+  final String generateValues(ReferenceStandardField referenceStandardField) {
+    //now that row has been processed, extract field type and assemble the template
+    switch (referenceStandardField.getSimpleDataType()) {
+      case NUMBER:
+        return generateNumber(referenceStandardField);
+      case STRING_LIST_SINGLE:
+        return generateStringListSingle(referenceStandardField);
+      case STRING:
+        return generateString(referenceStandardField);
+      case BOOLEAN:
+        return generateBoolean(referenceStandardField);
+      case STRING_LIST_MULTI:
+        return generateStringListMulti(referenceStandardField).toString();
+      case DATE:
+        return generateDate(referenceStandardField);
+      case TIMESTAMP:
+        return generateTimestamp(referenceStandardField);
+      default:
+        if (referenceStandardField.getSimpleDataType() != null)
+          LOG.debug("Data type: " + referenceStandardField.getSimpleDataType() + " is not supported!");
+
+    }
+    return null;
+  }
+
+  String generateNumber(ReferenceStandardField referenceStandardField) {
+    return referenceStandardField.getSuggestedMaxPrecision() != null
+        ? generateDecimal(referenceStandardField) : generateInteger(referenceStandardField);
+  }
+
+  String generateInteger(ReferenceStandardField referenceStandardField) {
+    final int MAX_INTEGER_POWER = 5;
+    int maxPower = Math.min(referenceStandardField.getSuggestedMaxLength(), MAX_INTEGER_POWER);
+    return String.valueOf(Faker.instance().number().numberBetween(0, (int)Math.pow(10, maxPower)));
+  }
+
+  String generateDecimal(ReferenceStandardField referenceStandardField) {
+    final int MAX_INTEGER_POWER = 6;
+    int maxPower = Math.min(referenceStandardField.getSuggestedMaxLength(), MAX_INTEGER_POWER);
+    return String.valueOf(Faker.instance().number()
+        .randomDouble(referenceStandardField.getSuggestedMaxPrecision(), 0, (int)Math.pow(10, maxPower)));
+  }
+
+  String generateBoolean(ReferenceStandardField referenceStandardField) {
+    return String.valueOf(ThreadLocalRandom.current().nextBoolean()).toUpperCase();
+  }
+
+  String generateStringListSingle(ReferenceStandardField referenceStandardField) {
+    List<String> possibleChoices;
+    List<String> customExamples = dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()) != null
+        ? dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()).getCustomExamples() : null;
+
+    if (processor.getEnumerations().containsKey(referenceStandardField.getLookupStandardName())) {
+      possibleChoices = processor.getEnumerations().get(referenceStandardField.getLookupStandardName()).stream()
+          .map(ReferenceStandardLookup::getLookupValue).collect(Collectors.toList());
+    } else if (customExamples != null && customExamples.size() > 0) {
+      possibleChoices = customExamples;
+    } else {
+      possibleChoices = new ArrayList<>();
+      possibleChoices.add(Faker.instance().chuckNorris().fact());
+    }
+
+    Collections.shuffle(possibleChoices);
+    return wrapInQuotes(possibleChoices.get(0));
+  }
+
+  List<String> generateStringListMulti(ReferenceStandardField referenceStandardField) {
+    List<String> possibleChoices;
+    List<String> customExamples = dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()) != null
+        ? dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()).getCustomExamples() : null;
+    int numElements, randomSize = 0;
+    Set<String> enumNames = new LinkedHashSet<>();
+
+    if (processor.getEnumerations().containsKey(referenceStandardField.getLookupStandardName())) {
+      numElements = processor.getEnumerations().get(referenceStandardField.getLookupStandardName()).size();
+      randomSize = ThreadLocalRandom.current().nextInt(0, numElements);
+      possibleChoices = processor.getEnumerations().get(referenceStandardField.getLookupStandardName()).stream()
+          .map(ReferenceStandardLookup::getLookupValue).collect(Collectors.toList());
+    } else if (customExamples != null && customExamples.size() > 0) {
+      randomSize = ThreadLocalRandom.current().nextInt(customExamples.size());
+      possibleChoices = customExamples;
+    } else {
+      possibleChoices = new ArrayList<>();
+      possibleChoices.add(Faker.instance().buffy().quotes());
+    }
+
+    new LinkedHashSet<>(randomSize);
+
+    for(int numEnums = 0; numEnums < randomSize; numEnums++) {
+      Collections.shuffle(possibleChoices);
+      if (possibleChoices.size() > 0) {
+        enumNames.add(wrapInQuotes(possibleChoices.get(0)));
+        possibleChoices.remove(0);
+      }
+    }
+    return new ArrayList<>(enumNames);
+  }
+
+  static String wrapInQuotes(String item) {
+    return "\"" + item + "\"";
+  }
+
+  /**
+   * TODO: determine whether we need to be able to go both ways on dates on demand.
+   * For example, it might make sense to have open house dates in the future.
+   * This method currently only generates past dates.
+   * @param referenceStandardField
+   * @return
+   */
+  String generateDate(ReferenceStandardField referenceStandardField) {
+    long numDays = ThreadLocalRandom.current().nextInt(5 * 365); //max 5 years back
+    return wrapInQuotes(Utils.getIsoDate(OffsetDateTime.now().minus(numDays, ChronoUnit.DAYS)));
+  }
+
+  /**
+   * The only time a string will be generated will be when there is a custom example
+   * @param referenceStandardField
+   * @return
+   */
+  String generateString(ReferenceStandardField referenceStandardField) {
+    List<String> customExamples = dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()) != null
+        ? dataGeneratorResourceFieldMap.get().get(referenceStandardField.getParentResourceName()).get(referenceStandardField.getStandardName()).getCustomExamples() : null;
+
+    String value;
+
+    if (customExamples != null && customExamples.size() > 0) {
+      value = customExamples.get(ThreadLocalRandom.current().nextInt(customExamples.size()));
+    } else {
+      value = Faker.instance().buffy().quotes();
+    }
+
+    if (value != null) {
+      value = wrapInQuotes(value);
+    }
+
+    return value;
+  }
+
+  String generateTimestamp(ReferenceStandardField referenceStandardField) {
+    long numDays = ThreadLocalRandom.current().nextInt(5 * 365); //max 5 years back
+    return wrapInQuotes(Utils.getIsoTimestamp(OffsetDateTime.now().minus(numDays, ChronoUnit.DAYS)));
+  }
+
+}
+
+

src/main/java/org/reso/certification/codegen/ResourceInfoProcessor.java

@@ -0,0 +1,249 @@
+package org.reso.certification.codegen;
+
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.apache.poi.ss.usermodel.Sheet;
+import org.reso.commander.common.Utils;
+import org.reso.models.ReferenceStandardField;
+
+import static org.reso.certification.codegen.DDLProcessor.buildDbTableName;
+import static org.reso.certification.containers.WebAPITestContainer.EMPTY_STRING;
+
+public class ResourceInfoProcessor extends WorksheetProcessor {
+  final static String
+      ANNOTATION_TERM_DISPLAY_NAME = "RESO.OData.Metadata.StandardName",
+      ANNOTATION_TERM_DESCRIPTION = "Core.Description",
+      ANNOTATION_TERM_URL = "RESO.DDWikiUrl";
+  private static final Logger LOG = LogManager.getLogger(ResourceInfoProcessor.class);
+  private static final String
+      FILE_EXTENSION = ".java";
+
+  public void processResourceSheet(Sheet sheet) {
+    super.processResourceSheet(sheet);
+    markup.append(ResourceInfoTemplates.buildClassInfo(sheet.getSheetName(), null));
+  }
+
+  @Override
+  void processNumber(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildNumberMarkup(row));
+  }
+
+  @Override
+  void processStringListSingle(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildStringListSingleMarkup(row));
+  }
+
+  @Override
+  void processString(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildStringMarkup(row));
+  }
+
+  @Override
+  void processBoolean(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildBooleanMarkup(row));
+  }
+
+  @Override
+  void processStringListMulti(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildStringListMultiMarkup(row));
+  }
+
+  @Override
+  void processDate(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildDateMarkup(row));
+  }
+
+  @Override
+  void processTimestamp(ReferenceStandardField row) {
+    markup.append(ResourceInfoTemplates.buildTimestampMarkup(row));
+  }
+
+  @Override
+  void processCollection(ReferenceStandardField row) {
+    LOG.debug("Collection Type is not supported!");
+  }
+
+  @Override
+  void generateOutput() {
+    LOG.info("Using reference worksheet: " + REFERENCE_WORKSHEET);
+    LOG.info("Generating ResourceInfo .java files for the following resources: " + resourceTemplates.keySet().toString());
+    resourceTemplates.forEach((resourceName, content) -> {
+      //put in local directory rather than relative to where the input file is
+      Utils.createFile(getDirectoryName(), resourceName + "Definition" + FILE_EXTENSION, content);
+    });
+  }
+
+  @Override
+  String getDirectoryName() {
+    return startTimestamp + "-ResourceInfoModels";
+  }
+
+  @Override
+  public void afterResourceSheetProcessed(Sheet sheet) {
+    assert sheet != null && sheet.getSheetName() != null;
+    String resourceName = sheet.getSheetName();
+
+    String templateContent =
+        markup.toString() + "\n" +
+            "    return " + resourceName + "Definition.fieldList;\n" +
+            "  }\n" +
+            "}";
+
+    resourceTemplates.put(resourceName, templateContent);
+    resetMarkupBuffer();
+  }
+
+  public static final class ResourceInfoTemplates {
+    /**
+     * Contains various templates used for test generation
+     * TODO: add a formatter rather than using inline spaces
+     */
+    public static String buildClassInfo(String resourceName, String generatedTimestamp) {
+      if (resourceName == null) return null;
+      if (generatedTimestamp == null) generatedTimestamp = Utils.getIsoTimestamp();
+
+      final String definitionName = resourceName + "Definition";
+
+      return "package org.reso.service.data.definition;\n" + "\n" +
+          "import org.apache.olingo.commons.api.edm.EdmPrimitiveTypeKind;\n" +
+          "import org.reso.service.data.meta.FieldInfo;\n" +
+          "import org.reso.service.data.meta.ResourceInfo;\n" + "\n" +
+          "import java.util.ArrayList;\n" + "\n" +
+          "// This class was autogenerated on: " + generatedTimestamp + "\n" +
+          "public class " + definitionName + " extends ResourceInfo {\n" +
+          "  private static ArrayList<FieldInfo> fieldList = null;\n" + "\n" +
+          "  public " + definitionName + "() {" + "\n" +
+          "    this.tableName = " + buildDbTableName(resourceName) + ";\n" +
+          "    this.resourcesName = " + resourceName + ";\n" +
+          "    this.resourceName = " + resourceName + ";\n" +
+          "  }\n" + "\n" +
+          "  public ArrayList<FieldInfo> getFieldList() {\n" +
+          "    return " + definitionName + ".getStaticFieldList();\n" +
+          "  }\n" + "\n" +
+          "  public static ArrayList<FieldInfo> getStaticFieldList() {\n" +
+          "    if (null != " + definitionName + ".fieldList) {\n" +
+          "      return " + definitionName + ".fieldList;\n" +
+          "    }\n" + "\n" +
+          "    ArrayList<FieldInfo> list = new ArrayList<FieldInfo>();\n" +
+          "    " + definitionName + ".fieldList = list;\n" +
+          "    FieldInfo fieldInfo = null;\n";
+    }
+
+    public static String buildBooleanMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      //TODO: refactor into one method that takes a type name and returns the appropriate content
+      return "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.Boolean.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n" +
+          "    list.add(fieldInfo);" +
+          "\n";
+    }
+
+    public static String buildDateMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      return "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.Date.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n" +
+          "    list.add(fieldInfo);" +
+          "\n";
+    }
+
+    /**
+     * Provides special routing for Data Dictionary numeric types, which may be Integer or Decimal
+     *
+     * @param field the numeric field to build type markup for
+     * @return a string containing specific markup for the given field
+     */
+    public static String buildNumberMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      if (field.getSuggestedMaxPrecision() != null) return buildDecimalMarkup(field);
+      else return buildIntegerMarkup(field);
+    }
+
+    public static String buildDecimalMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      return "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.Decimal.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n" +
+          "    list.add(fieldInfo);" +
+          "\n";
+
+      //TODO: Length is actually scale for Decimal fields by the DD! :/
+      //TODO: Add setScale property to Decimal types in FieldInfo
+
+      //TODO: Precision is actually Scale for Decimal fields by the DD! :/
+      //TODO: Add setPrecision property to Decimal types in FieldInfo
+    }
+
+    public static String buildIntegerMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      return "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.Int64.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n" +
+          "    list.add(fieldInfo);" +
+          "\n";
+    }
+
+    private static String buildStandardEnumerationMarkup(String lookupName) {
+      //TODO: add code to build Lookups
+      return "\n    /* TODO: buildStandardEnumerationMarkup */\n";
+    }
+
+    public static String buildStringListMultiMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+      //TODO: add multi lookup handler
+      return "\n    /* TODO: buildStringListMultiMarkup */\n";
+    }
+
+    public static String buildStringListSingleMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+      //TODO: add single lookup handler
+      return "\n    /* TODO: buildStringListSingleMarkup */\n";
+    }
+
+    public static String buildStringMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      String content = "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.String.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n";
+
+      if (field.getSuggestedMaxLength() != null) {
+        content +=
+            "    fieldInfo.setMaxLength(" + field.getSuggestedMaxLength() + ");\n";
+      }
+
+      content +=
+          "    list.add(fieldInfo);" + "\n";
+
+      return content;
+    }
+
+    public static String buildTimestampMarkup(ReferenceStandardField field) {
+      if (field == null) return EMPTY_STRING;
+
+      return "\n" +
+          "    fieldInfo = new FieldInfo(\"" + field.getStandardName() + "\", EdmPrimitiveTypeKind.DateTime.getFullQualifiedName());\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDisplayName() + "\", \"" + ANNOTATION_TERM_DISPLAY_NAME + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getDefinition() + "\", \"" + ANNOTATION_TERM_DESCRIPTION + "\");\n" +
+          "    fieldInfo.addAnnotation(\"" + field.getWikiPageUrl() + "\", \"" + ANNOTATION_TERM_URL + "\");\n" +
+          "    list.add(fieldInfo);" +
+          "\n";
+    }
+  }
+}

src/main/java/org/reso/certification/codegen/WorksheetProcessor.java

@@ -27,7 +27,7 @@ public abstract class WorksheetProcessor {
   public static final String REFERENCE_WORKSHEET = "RESODataDictionary-1.7.xlsx";
 
   static final Map<String, String> resourceTemplates = new LinkedHashMap<>();
-  static final Map<String, Set<ReferenceStandardLookup>> standardEnumerationsMap = new LinkedHashMap<>();
+  static final Map<String, List<ReferenceStandardLookup>> standardEnumerationsMap = new LinkedHashMap<>();
   static final Map<String, Map<String, ReferenceStandardField>> standardFieldsMap = new LinkedHashMap<>(new LinkedHashMap<>());
   private static final Logger LOG = LogManager.getLogger(WorksheetProcessor.class);
   String referenceDocument = null;
@@ -332,9 +332,7 @@ public abstract class WorksheetProcessor {
 
   public void buildEnumerationMap() {
     final String ENUMERATION_TAB_NAME = "Lookup Fields and Values";
-    final int LOOKUP_NAME_INDEX = 0, STANDARD_NAME_INDEX = 1;
 
-    DataFormatter formatter = new DataFormatter();
     Sheet sheet = getReferenceWorkbook().getSheet(ENUMERATION_TAB_NAME);
     buildWellKnownStandardEnumerationHeaderMap(sheet);
 
@@ -345,12 +343,11 @@ public abstract class WorksheetProcessor {
         standardEnumeration.set(deserializeStandardEnumerationRow(row));
 
         if (!standardEnumerationsMap.containsKey(standardEnumeration.get().getLookupField())) {
-          standardEnumerationsMap.put(standardEnumeration.get().getLookupField(), new LinkedHashSet<>());
+          standardEnumerationsMap.put(standardEnumeration.get().getLookupField(), new ArrayList<>());
         }
         standardEnumerationsMap.get(standardEnumeration.get().getLookupField()).add(standardEnumeration.get());
       }
     });
-    //enumerations.forEach((key, items) -> LOG.info("key: " + key + " , items: " + items.toString()));
   }
 
   public void buildStandardRelationships(Sheet worksheet) {
@@ -366,7 +363,7 @@ public abstract class WorksheetProcessor {
     }
   }
 
-  public Map<String, Set<ReferenceStandardLookup>> getEnumerations() {
+  public Map<String, List<ReferenceStandardLookup>> getEnumerations() {
     return standardEnumerationsMap;
   }
 

src/main/java/org/reso/certification/containers/WebAPITestContainer.java

@@ -81,6 +81,8 @@ public final class WebAPITestContainer implements TestContainer {
   private final AtomicBoolean isUsingMetadataFile = new AtomicBoolean(false);
 
   // request instance variables - these get resetMarkupBuffer with every request
+  //TODO: refactor underlying response properties to use a ODataTransportWrapper (or any TransportWrapper)
+  //      and create the test container with the appropriate response of the transport wrapper
   private final AtomicReference<String> selectList = new AtomicReference<>();
   private final AtomicReference<ODataRawResponse> oDataRawResponse = new AtomicReference<>();
   private final AtomicReference<Request> request = new AtomicReference<>();

src/main/java/org/reso/certification/features/payloads/idx-payload.feature

@@ -0,0 +1,53 @@
+Feature: IDX Payload Endorsement (Web API)
+  All Scenarios passing means the given Web API server passes the IDX Payloads Endorsement
+  # SEE: https://docs.google.com/document/d/1btCduOpWWzeadeMcSviA8M9dclIz23P-bPUGKwcD0NY/edit?usp=sharing
+
+  Background:
+    Given a RESOScript file was provided
+    And Client Settings and Parameters were read from the file
+    And a test container was successfully created from the given RESOScript
+    And the test container uses an authorization_code or client_credentials for authentication
+
+  # TODO: tie back into common metadata validation shared scenario
+  @metadata-validation @idx-payload-endorsement @dd-1.7 @web-api-1.0.2
+  Scenario: Request and Validate Server Metadata
+    When XML Metadata are requested from the service root in "ClientSettings_WebAPIURI"
+    Then the server responds with a status code of 200
+    And the server has an OData-Version header value of "4.0" or "4.01"
+    And the XML Metadata response is valid XML
+    And the XML Metadata returned by the server are valid
+    And the XML Metadata returned by the server contains Edm metadata
+    And the Edm metadata returned by the server are valid
+    And the metadata contains a valid service document
+    And each resource MUST have a primary key field by the OData specification
+
+  @standard-resource-sampling @dd-1.7 @idx-payload-endorsement
+  Scenario: Standard Resource Sampling
+    Given that valid metadata have been requested from the server
+    And the metadata contains RESO Standard Resources
+    And "payload-samples" has been created in the build directory
+    Then up to 10000 records are sampled from each resource with "IDX" payload samples stored in "payload-samples"
+
+  # data are not stored in this case, just sampled and scored
+  @local-resource-sampling @dd-1.7 @idx-payload-endorsement
+  Scenario: Non Standard Resource Sampling - Request Data from Each Server Resource
+    Given that valid metadata have been requested from the server
+    And the metadata contains local resources
+    Then up to 10000 records are sampled from each local resource
+
+  @idx-payload-endorsement @dd-1.7
+  Scenario: A Data Availability Report is Created from Sampled Records
+    Given standard and local resources have been processed
+    Then a data availability report is created in "data-availability-report.json"
+
+  @idx-user-sampling @dd-1.7 @idx-payload-endorsement
+  Scenario: IDX User Sampling
+    Given samples exist in "payload-samples" in the build directory
+    And a RESOScript file was provided for the IDX User
+    And Client Settings and Parameters were read from the file
+    And a test container was successfully created from the given RESOScript
+    And the test container uses an authorization_code or client_credentials for authentication
+    When samples from "payload-samples" are fetched as the representative user for each resource in the "IDX" payload
+    Then each result MUST contain the string version of the key and the following fields
+      |ModificationTimestamp|
+    And the "IDX" payload field values MUST match those in the samples

src/main/java/org/reso/certification/features/web-api/web-api-server.add-edit.feature

@@ -16,35 +16,39 @@ Feature: Web API Server Add/Edit Endorsement
   #      OData-Version: 4.01
   #      Content-Type: application/json;odata.metadata=minimal
   #      Accept: application/json
+  #
+  # This is without the prefer header and minimal value
+  #
   @create @create-succeeds @add-edit-endorsement @rcp-010 @1.0.2
   Scenario: Create operation succeeds using a given payload
     Given valid metadata have been retrieved
     And request data has been provided in "create-succeeds.json"
     And request data in "create-succeeds.json" is valid JSON
     And schema in "create-succeeds.json" matches the metadata
-    And the request header "OData-Version" is "4.01"
-    And the request header "Content-Type" contains "application/json"
-    And the request header "Accept" is "application/json"
+    And the request header "OData-Version" "equals" one of the following values
+      |4.0|4.01|
+    And the request header "Content-Type" "contains" "application/json"
+    And the request header "Accept" "contains" "application/json"
     When a "POST" request is made to the "resource-endpoint" URL with data in "create-succeeds.json"
-    Then the test is skipped if the server responds with a status code of 401
-    # TODO: check spec for 204
-    When the server responds with one of the following status codes
-      |200|201|
-    Then the response header "OData-Version" is "4.01"
-    And the response header "EntityId" is present
-    And the response header "Location" is present
-    And the response header "Location" is a valid URL
-    When the server responds with a 200 status code "valid JSON exists" in the JSON response
-    When the server responds with a 200 status code "@odata.context" "is present" in the JSON response
-    When the server responds with a 200 status code "@odata.context" "is a valid URL" in the JSON response
-    When the server responds with a 200 status code "@odata.id" "is present" in the JSON response
-    When the server responds with a 200 status code "@odata.id" "is a valid URL" in the JSON response
-    When the server responds with a 200 status code "@odata.editLink" "is present" in the JSON response
-    When the server responds with a 200 status code "@odata.editLink" "is a valid URL" in the JSON response
-    When the server responds with a 200 status code "@odata.etag" "is present" in the JSON response
-    When the server responds with a 200 status code "@odata.etag" "starts with" "W/" in the JSON response
-    When the server responds with a 200 status code data from "create-succeeds.json" "exists" in the JSON response
-    When a "GET" request is made to the response header "Location" URL
+    Then the server responds with one of the following status codes
+      |201|
+    And the response header "OData-Version" "equals" one of the following values
+      |4.0|4.01|
+    And the response header "EntityId" "MUST" "be present"
+    And the response header "Location" "MUST" "be present"
+    And the response header "Location" "is a valid URL"
+    And the response header "Location" "MUST" reference the resource being created
+    And the response is valid JSON
+    And the JSON response "MUST" contain "@odata.context"
+    And the JSON response value "@odata.context" "is a valid URL"
+    And the JSON response "MUST" contain "@odata.id"
+    And the JSON response value "@odata.id" "is a valid URL"
+    And the JSON response "MAY" contain "@odata.editLink"
+    And the JSON response value "@odata.editLink" "is a valid URL"
+    And the JSON response "MAY" contain "@odata.etag"
+    And the JSON response value "@odata.etag" "starts with" "W/"
+    And the JSON response "MUST" contain all JSON data in "create-succeeds.json"
+    When a "GET" request is made to the URL in response header "Location"
     Then the server responds with a status code of 200
     And the response has header "OData-Version" with one of the following values
       |4.0|4.01|
@@ -58,7 +62,7 @@ Feature: Web API Server Add/Edit Endorsement
   # SEE: https://reso.atlassian.net/wiki/spaces/RESOWebAPIRCP/pages/2239399511/RCP+-+WEBAPI-010+Add+Functionality+to+Web+API+Specification#Error-Message-Example
   # POST serviceRoot/Property
   #      OData-Version: 4.01
-  #      Content-Type: application/json;odata.metadata=minimal
+  #      Content-Type: application/json
   #      Accept: application/json
   @create @create-fails @add-edit-endorsement @rcp-010 @1.0.2
   Scenario: Create operation fails using a given payload
@@ -66,12 +70,16 @@ Feature: Web API Server Add/Edit Endorsement
     And request data has been provided in "create-fails.json"
     And request data in "create-fails.json" is valid JSON
     And schema in "create-fails.json" matches the metadata
-    And the request header "OData-Version" is "4.01"
-    And the request header "Content-Type" is "application/json;odata.metadata=minimal"
-    And the request header "Accept" is "application/json"
+    And the request header "OData-Version" "equals" one of the following values
+      |4.0|4.01|
+    And the request header "Content-Type" "MUST" "be present"
+    And the request header "Content-Type" "equals" "application/json"
+    And the request header "Accept" "MUST" "be present"
+    And the request header "Accept" "contains" "application/json"
     When a "POST" request is made to the "resource-endpoint" URL with data in "create-fails.json"
     Then the server responds with one of the following error codes
-      |400|401|403|405|408|500|501|503|
-    And the response header "OData-Version" is "4.01"
+      |400|
+    And the response has header "OData-Version" with one of the following values
+      |4.0|4.01|
     And the error response is in a valid format
-    And the values in the "target" field in the JSON payload "error.details" path are contained within the metadata
+    And the values in the "target" field in the JSON payload "error.details" path are contained within the metadata

src/main/java/org/reso/certification/reporting/CertificationReportGenerator.java

@@ -114,7 +114,6 @@ public class CertificationReportGenerator {
     } catch (IOException e) {
       e.printStackTrace();
     }
-
     return null;
   }
 }

src/main/java/org/reso/certification/stepdefs/DataDictionary.java

@@ -29,7 +29,6 @@ import org.reso.models.Settings;
 import java.io.File;
 import java.io.IOException;
 import java.lang.reflect.Type;
-import java.net.URL;
 import java.nio.file.Files;
 import java.nio.file.Paths;
 import java.util.*;
@@ -70,8 +69,8 @@ public class DataDictionary {
   //named args
   private static final String SHOW_RESPONSES_ARG = "showResponses";
   private static final String USE_STRICT_MODE_ARG = "strict";
-  private static final String PATH_TO_METADATA_ARG = "pathToMetadata";
-  private static final String PATH_TO_RESOSCRIPT_ARG = "pathToRESOScript";
+  protected static final String PATH_TO_METADATA_ARG = "pathToMetadata";
+  protected static final String PATH_TO_RESOSCRIPT_ARG = "pathToRESOScript";
   private static final String LOOKUP_VALUE = "lookupValue";
 
   //extract any params here
@@ -150,9 +149,8 @@ public class DataDictionary {
 
   @When("a metadata file is provided")
   public void aMetadataFileIsProvided() {
-    boolean result = false;
     if (isUsingMetadata) {
-      result = pathToMetadata != null && Files.exists(Paths.get(pathToMetadata));
+      boolean result = pathToMetadata != null && Files.exists(Paths.get(pathToMetadata));
       if (!result) {
         failAndExitWithErrorMessage("Path to given metadata file does not exist: " + PATH_TO_METADATA_ARG + "=" + pathToMetadata, scenario);
       }
@@ -195,8 +193,6 @@ public class DataDictionary {
 
   @And("valid metadata were retrieved from the server")
   public void validMetadataWereRetrievedFromTheServer() {
-    boolean result = false;
-
     if (isUsingRESOScript && container.getShouldValidateMetadata()) {
       //request metadata from server using service root in RESOScript file
       TestUtils.assertXMLMetadataAreRequestedFromTheServer(container, scenario);
@@ -591,11 +587,9 @@ public class DataDictionary {
 
   private XMLMetadata getReferenceMetadata() {
     if (referenceMetadata == null) {
-      URL resource = Thread.currentThread().getContextClassLoader().getResource(REFERENCE_METADATA);
-      assert resource != null;
-      referenceMetadata = Commander
-          .deserializeXMLMetadata(Commander.convertInputStreamToString(Commander.deserializeFileFromPath(resource.getPath())),
-              container.getCommander().getClient());
+      final String xmlMetadata = Commander.convertInputStreamToString(Thread.currentThread().getContextClassLoader().getResourceAsStream(REFERENCE_METADATA));
+      assert xmlMetadata != null : getDefaultErrorMessage("could not load reference metadata from: " + REFERENCE_METADATA);
+      referenceMetadata = Commander.deserializeXMLMetadata(xmlMetadata, container.getCommander().getClient());
     }
     return referenceMetadata;
   }

src/main/java/org/reso/certification/stepdefs/IDXPayload.java

@@ -0,0 +1,586 @@
+package org.reso.certification.stepdefs;
+
+import com.google.common.collect.Sets;
+import com.google.common.hash.Hashing;
+import com.google.gson.Gson;
+import com.google.gson.GsonBuilder;
+import com.google.inject.Inject;
+import io.cucumber.java.Before;
+import io.cucumber.java.Scenario;
+import io.cucumber.java.en.And;
+import io.cucumber.java.en.Given;
+import io.cucumber.java.en.Then;
+import io.cucumber.java.en.When;
+import org.apache.http.HttpStatus;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.apache.olingo.client.api.data.ResWrap;
+import org.apache.olingo.commons.api.data.EntityCollection;
+import org.apache.olingo.commons.api.edm.EdmEntityType;
+import org.apache.olingo.commons.api.edm.EdmKeyPropertyRef;
+import org.apache.olingo.commons.api.edm.EdmNamed;
+import org.apache.olingo.commons.api.edm.EdmPrimitiveTypeKind;
+import org.apache.olingo.commons.api.format.ContentType;
+import org.reso.certification.codegen.DDCacheProcessor;
+import org.reso.certification.containers.WebAPITestContainer;
+import org.reso.commander.common.DataDictionaryMetadata;
+import org.reso.commander.common.Utils;
+import org.reso.models.*;
+
+import java.io.ByteArrayInputStream;
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.time.OffsetDateTime;
+import java.time.format.DateTimeFormatter;
+import java.time.temporal.ChronoUnit;
+import java.util.*;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.stream.Collectors;
+
+import static io.restassured.path.json.JsonPath.from;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assume.assumeTrue;
+import static org.reso.certification.containers.WebAPITestContainer.EMPTY_STRING;
+import static org.reso.commander.Commander.NOT_OK;
+import static org.reso.commander.common.ErrorMsg.getDefaultErrorMessage;
+import static org.reso.commander.common.TestUtils.failAndExitWithErrorMessage;
+
+public class IDXPayload {
+  private static final Logger LOG = LogManager.getLogger(IDXPayload.class);
+  private static final String MODIFICATION_TIMESTAMP_FIELD = "ModificationTimestamp";
+  private static final String POSTAL_CODE_FIELD = "PostalCode";
+  private static final int TOP_COUNT = 100;
+
+  private static final int MAX_RETRIES = 3;
+
+  private static final String SAMPLES_DIRECTORY_ROOT = "build";
+  private static final String SAMPLES_DIRECTORY_TEMPLATE = SAMPLES_DIRECTORY_ROOT + File.separator + "%s";
+  private static final String PATH_TO_RESOSCRIPT_KEY = "pathToRESOScript";
+
+  final String REQUEST_URI_TEMPLATE = "?$filter=%s" + " lt %s&$orderby=%s desc&$top=" + TOP_COUNT;
+  final String COUNT_REQUEST_URI_TEMPLATE = "?$count=true";
+
+  //TODO: get this from the parameters
+  private final static boolean DEBUG = false;
+
+  private static Scenario scenario;
+
+  private final static AtomicBoolean hasStandardResources = new AtomicBoolean(false);
+  private final static AtomicBoolean hasLocalResources = new AtomicBoolean(false);
+  private final static AtomicReference<Set<String>> standardResources = new AtomicReference<>(new LinkedHashSet<>());
+  private final static AtomicReference<Set<String>> localResources = new AtomicReference<>(new LinkedHashSet<>());
+  private final static AtomicReference<WebAPITestContainer> container = new AtomicReference<>();
+  private final static AtomicBoolean hasSamplesDirectoryBeenCleared = new AtomicBoolean(false);
+
+  private final static AtomicReference<Map<String, List<PayloadSample>>> resourcePayloadSampleMap =
+      new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+  private final static AtomicReference<Map<String, List<ReferenceStandardField>>> standardFieldCache =
+      new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+  private final static AtomicReference<Map<String, Integer>> resourceCounts =
+      new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+  @Inject
+  public IDXPayload(WebAPITestContainer c) {
+    container.set(c);
+  }
+
+  @Before
+  public void beforeStep(Scenario scenario) {
+    final String pathToRESOScript = System.getProperty(PATH_TO_RESOSCRIPT_KEY, null);
+
+    if (pathToRESOScript == null) return;
+
+    IDXPayload.scenario = scenario;
+
+    if (!container.get().getIsInitialized()) {
+      container.get().setSettings(Settings.loadFromRESOScript(new File(System.getProperty(PATH_TO_RESOSCRIPT_KEY))));
+      container.get().initialize();
+    }
+  }
+
+  /**
+   * Creates a data availability report for the given samples map
+   * @param resourcePayloadSamplesMap the samples map to create the report from
+   * @param reportName the name of the report
+   */
+  public void createDataAvailabilityReport(Map<String, List<PayloadSample>> resourcePayloadSamplesMap,
+                                           String reportName, Map<String, Integer> resourceCounts) {
+    PayloadSampleReport payloadSampleReport = new PayloadSampleReport(container.get().getEdm(), resourcePayloadSamplesMap, resourceCounts);
+    GsonBuilder gsonBuilder = new GsonBuilder().setPrettyPrinting();
+    gsonBuilder.registerTypeAdapter(PayloadSampleReport.class, payloadSampleReport);
+
+    Utils.createFile(SAMPLES_DIRECTORY_ROOT, reportName, gsonBuilder.create().toJson(payloadSampleReport));
+  }
+
+  /**
+   * Hashes the given values
+   *
+   * @param values items to hash, will be joined together, then hashed
+   * @return the SHA hash of the given values
+   */
+  private static String hashValues(String... values) {
+    return Hashing.sha256().hashString(String.join(EMPTY_STRING, values), StandardCharsets.UTF_8).toString();
+  }
+
+  /**
+   * Builds a request URI string, taking into account whether the sampling is being done with an optional
+   * filter, for instance in the shared systems case
+   * @param resourceName the resource name to query
+   * @param timestampField the timestamp field for the resource
+   * @param lastFetchedDate the last fetched date for filtering
+   * @return a string OData query used for sampling
+   */
+  private String buildODataTimestampRequestUriString(String resourceName, String timestampField, OffsetDateTime lastFetchedDate) {
+    String requestUri = container.get().getCommander().getClient()
+        .newURIBuilder(container.get().getServiceRoot())
+        .appendEntitySetSegment(resourceName).build().toString();
+
+    requestUri += String.format(REQUEST_URI_TEMPLATE, timestampField,
+        lastFetchedDate.format(DateTimeFormatter.ISO_INSTANT), timestampField);
+
+    return requestUri;
+  }
+
+  /**
+   * Builds a request URI string for counting the number of available items on a resource, taking into account
+   * whether the sample is being done with an optional filter, for instance in the shared system case
+   * @param resourceName the resource name to query
+   * @return a request URI string for getting OData counts
+   */
+  private String buildODataCountRequestUriString(String resourceName) {
+    String requestUri = container.get().getCommander().getClient()
+        .newURIBuilder(container.get().getServiceRoot())
+        .appendEntitySetSegment(resourceName).build().toString();
+
+    requestUri += COUNT_REQUEST_URI_TEMPLATE;
+
+    return requestUri;
+  }
+
+  /**
+   * Queries the server and fetches a resource count for the given resource name
+   * @param resourceName the resource name to get the count for
+   * @return the count found for the resource, or null if the request did not return a count
+   */
+  private Integer getResourceCount(String resourceName) {
+    ODataTransportWrapper transportWrapper;
+    String requestUri = buildODataCountRequestUriString(resourceName);
+    Integer count = null;
+
+    LOG.info("\n\nMaking count request to the " + resourceName + " resource: " + requestUri);
+    transportWrapper = container.get().getCommander().executeODataGetRequest(requestUri);
+
+    if (transportWrapper.getHttpResponseCode() == null || transportWrapper.getHttpResponseCode() != HttpStatus.SC_OK) {
+      if (transportWrapper.getHttpResponseCode() == null) {
+        scenario.log(getDefaultErrorMessage("Count request to", requestUri,
+            "failed! No response code was provided. Check commander.log for any errors..."));
+      } else {
+        scenario.log(getDefaultErrorMessage("Count request to", requestUri,
+            "failed with response code", transportWrapper.getHttpResponseCode().toString()));
+      }
+    } else {
+      String oDataCountString = from(transportWrapper.getResponseData()).getString("\"@odata.count\"");
+      count = oDataCountString != null && oDataCountString.trim().length() > 0 ? Integer.parseInt(oDataCountString) : 0;
+      scenario.log("Total record count for the " + resourceName + " resource: " + oDataCountString);
+    }
+    return count;
+  }
+
+  /**
+   * Fetches and processes records in cases where encoding the results is necessary
+   *
+   * @param resourceName                the resource name to sample from
+   * @param targetRecordCount           the target record count to fetch (will stop before then if the end is reached)
+   * @param encodedResultsDirectoryName the directory name for encoded results
+   * @return a list of PayloadSample items
+   */
+  List<PayloadSample> fetchAndProcessRecords(String resourceName, int targetRecordCount, String encodedResultsDirectoryName) {
+    final AtomicReference<OffsetDateTime> lastFetchedDate = new AtomicReference<>(OffsetDateTime.now());
+    final List<String> timestampCandidateFields = new LinkedList<>();
+    final AtomicReference<EdmEntityType> entityType = new AtomicReference<>();
+    final AtomicReference<Map<String, String>> encodedSample = new AtomicReference<>(Collections.synchronizedMap(new LinkedHashMap<>()));
+    final AtomicReference<ODataTransportWrapper> transportWrapper = new AtomicReference<>();
+    final AtomicReference<ResWrap<EntityCollection>> entityCollectionResWrap = new AtomicReference<>();
+    final AtomicReference<String> timestampField = new AtomicReference<>();
+    final AtomicBoolean hasRecords = new AtomicBoolean(true);
+    final AtomicReference<PayloadSample> payloadSample = new AtomicReference<>();
+    final AtomicReference<List<PayloadSample>> payloadSamples =
+        new AtomicReference<>(Collections.synchronizedList(new LinkedList<>()));
+
+    boolean hasStandardTimestampField = false;
+    String requestUri;
+    int recordsProcessed = 0;
+    int numRetries = 0;
+    int lastTimestampCandidateIndex = 0;
+
+    container.get().getEdm().getSchemas().forEach(edmSchema ->
+        edmSchema.getEntityTypes().stream().filter(edmEntityType -> edmEntityType.getName().equals(resourceName))
+            .findFirst().ifPresent(entityType::set));
+
+    //return null if the entity type isn't defined
+    if (entityType.get() == null) return new ArrayList<>();
+
+    if (entityType.get().getProperty(MODIFICATION_TIMESTAMP_FIELD) == null) {
+      scenario.log("Could not find " + MODIFICATION_TIMESTAMP_FIELD + " in the " + resourceName + " resource!\n");
+      scenario.log("Searching for suitable timestamp fields...");
+
+      entityType.get().getPropertyNames().forEach(propertyName -> {
+        try {
+          if (entityType.get().getProperty(propertyName).getType().getFullQualifiedName().getFullQualifiedNameAsString()
+              .contentEquals(EdmPrimitiveTypeKind.DateTimeOffset.getFullQualifiedName().getFullQualifiedNameAsString())) {
+            scenario.log("Found Edm.DateTimeOffset field " + propertyName + " in the " + resourceName + " resource!\n");
+            timestampCandidateFields.add(propertyName);
+          }
+        } catch (Exception ex) {
+          LOG.error(ex);
+        }
+      });
+    } else {
+      hasStandardTimestampField = true;
+    }
+
+    final List<EdmKeyPropertyRef> keyFields = entityType.get().getKeyPropertyRefs();
+
+    scenario.log("Sampling resource: " + resourceName);
+    scenario.log("Keys found: " + keyFields.stream().map(EdmKeyPropertyRef::getName).collect(Collectors.joining(", ")));
+
+    //loop and fetch records as long as items are available and we haven't reached our target count yet
+    while (hasRecords.get() && recordsProcessed < targetRecordCount) {
+      if (hasStandardTimestampField) {
+        timestampField.set(MODIFICATION_TIMESTAMP_FIELD);
+      } else if (timestampCandidateFields.size() > 0 && lastTimestampCandidateIndex < timestampCandidateFields.size()) {
+        timestampField.set(timestampCandidateFields.get(lastTimestampCandidateIndex++));
+      } else {
+        scenario.log(getDefaultErrorMessage("Could not find a suitable timestamp field in the "
+            + resourceName + " resource to sample with..."));
+
+        //skip this resource since no suitable fields were found
+        break;
+      }
+
+      payloadSample.set(new PayloadSample(resourceName, timestampField.get(),
+          keyFields.stream().map(EdmKeyPropertyRef::getName).collect(Collectors.toList())));
+
+      requestUri = buildODataTimestampRequestUriString(resourceName, timestampField.get(), lastFetchedDate.get());
+      payloadSample.get().setRequestUri(requestUri);
+
+      LOG.info("Making request to: " + requestUri);
+      transportWrapper.set(container.get().getCommander().executeODataGetRequest(requestUri));
+
+      // retries. sometimes requests can time out and fail and we don't want to stop sampling
+      // immediately, but retry a couple of times before we bail
+      if (recordsProcessed == 0 && transportWrapper.get().getResponseData() == null) {
+        //only count retries if we're constantly making requests and not getting anything
+        numRetries += 1;
+      } else {
+        numRetries = 0;
+      }
+
+      if (numRetries >= MAX_RETRIES) {
+        if (timestampCandidateFields.size() > 0 && (lastTimestampCandidateIndex < timestampCandidateFields.size())) {
+          LOG.info("Trying next candidate timestamp field: " + timestampCandidateFields.get(lastTimestampCandidateIndex));
+          numRetries = 0;
+        } else {
+          LOG.info("Could not fetch records from the " + resourceName + " resource after " + MAX_RETRIES
+              + " tries from the given URL: " + requestUri);
+          break;
+        }
+      }
+
+      if (transportWrapper.get().getHttpResponseCode() == null || transportWrapper.get().getHttpResponseCode() != HttpStatus.SC_OK) {
+        if (transportWrapper.get().getHttpResponseCode() == null) {
+          LOG.error(getDefaultErrorMessage("Request to", requestUri,
+              "failed! No response code was provided. Check commander.log for any errors..."));
+        } else {
+          scenario.log(getDefaultErrorMessage("Request to", requestUri,
+              "failed with response code", transportWrapper.get().getHttpResponseCode().toString()));
+        }
+        break;
+      } else {
+        LOG.info("Time taken: "
+            + (transportWrapper.get().getElapsedTimeMillis() >= 1000 ? (transportWrapper.get().getElapsedTimeMillis() / 1000) + "s"
+            : transportWrapper.get().getElapsedTimeMillis() + "ms"));
+
+        try {
+          payloadSample.get().setResponseSizeBytes(transportWrapper.get().getResponseData().getBytes().length);
+
+          entityCollectionResWrap.set(container.get().getCommander().getClient()
+              .getDeserializer(ContentType.APPLICATION_JSON)
+              .toEntitySet(new ByteArrayInputStream(transportWrapper.get().getResponseData().getBytes())));
+
+          if (entityCollectionResWrap.get().getPayload().getEntities().size() > 0) {
+            LOG.info("Hashing " + resourceName + " payload values...");
+            entityCollectionResWrap.get().getPayload().getEntities().forEach(entity -> {
+              encodedSample.set(Collections.synchronizedMap(new LinkedHashMap<>()));
+
+              entity.getProperties().forEach(property -> {
+                //value will be considered null unless trimmed string or collection has non-zero length
+                String value = property.getValue() != null
+                    && ((property.isCollection() && property.asCollection().size() > 0)
+                    || (property.isComplex() && property.asComplex().getValue().size() > 0)
+                    || property.getValue().toString().trim().length() > 0
+                    || property.isGeospatial() && property.asGeospatial() != null)
+                    ? property.getValue().toString() : null;
+
+                if (DEBUG) {
+                  if (property.isCollection() && property.asCollection().size() > 0) {
+                    LOG.info("Found Collection for field: " + property.getName() + ", value: " + property.asCollection());
+                  }
+
+                  if (property.isComplex() && property.asComplex().getValue().size() > 0) {
+                    LOG.info("Found Complex Type for field: " + property.getName() + ", value: " + property.asComplex());
+                  }
+
+                  if (property.isEnum() && property.asEnum() != null) {
+                    LOG.info("Found Enum for field" + property.getName() + ", value: " + property.asEnum());
+                  }
+
+                  if (property.isGeospatial() && property.asGeospatial() != null) {
+                    LOG.info("Found Enum for field: " + property.getName() + ", value: " + property.asGeospatial());
+                  }
+                }
+
+                //turn off hashing when DEBUG is true
+                if (!DEBUG && value != null) {
+                  if (!(property.getName().contentEquals(timestampField.get())
+                      || property.getName().equals(POSTAL_CODE_FIELD)
+                      || keyFields.stream().reduce(true, (acc, f) -> acc && f.getName().contentEquals(property.getName()), Boolean::logicalAnd))) {
+                    value = hashValues(property.getValue().toString());
+                  }
+                }
+
+                // TODO: clean up. If field is timestamp field or key field unmask, if field is null report null, otherwise hash value
+                encodedSample.get().put(property.getName(), value);
+
+                if (property.getName().contentEquals(MODIFICATION_TIMESTAMP_FIELD)) {
+                  if (OffsetDateTime.parse(property.getValue().toString()).isBefore(lastFetchedDate.get())) {
+                    lastFetchedDate.set(OffsetDateTime.parse(property.getValue().toString()));
+                  }
+                }
+              });
+              payloadSample.get().addSample(encodedSample.get());
+            });
+            LOG.info("Values encoded!");
+
+            recordsProcessed += entityCollectionResWrap.get().getPayload().getEntities().size();
+            LOG.info("Records processed: " + recordsProcessed + ". Target record count: " + targetRecordCount + "\n");
+
+            payloadSample.get().setResponseTimeMillis(transportWrapper.get().getElapsedTimeMillis());
+
+            if (encodedResultsDirectoryName != null) {
+              payloadSample.get().setPayloadFields(standardFieldCache.get().get(resourceName).stream()
+                  .map(ReferenceStandardField::getStandardName).collect(Collectors.toList()));
+
+              //serialize results once resource processing has finished
+              Utils.createFile(String.format(SAMPLES_DIRECTORY_TEMPLATE, encodedResultsDirectoryName),
+                  resourceName + "-" + Utils.getTimestamp() + ".json",
+                  payloadSample.get().serialize(payloadSample.get(), PayloadSample.class, null).toString());
+            }
+
+            payloadSamples.get().add(payloadSample.get());
+          } else {
+            scenario.log("All available records fetched! Total: " + recordsProcessed);
+            hasRecords.set(false);
+          }
+        } catch (Exception ex) {
+          scenario.log("Error in fetchAndProcessRecords: " + getDefaultErrorMessage(ex.toString()));
+          scenario.log("Skipping sample...");
+          lastFetchedDate.set(lastFetchedDate.get().minus(1, ChronoUnit.WEEKS));
+        }
+      }
+    }
+    return payloadSamples.get();
+  }
+
+  /**
+   * fetches and processes records in cases where only sampling is required and encoding is not necessary
+   *
+   * @param resourceName      the resource name to sample from
+   * @param targetRecordCount the target record count for the resource (will stop if the end of the records is reached)
+   * @return a list of PayloadSample items
+   */
+  List<PayloadSample> fetchAndProcessRecords(String resourceName, int targetRecordCount) {
+    return fetchAndProcessRecords(resourceName, targetRecordCount, null);
+  }
+
+
+  /*==================================== TESTS START HERE ====================================*/
+
+
+  @Given("that valid metadata have been requested from the server")
+  public void thatValidMetadataHaveBeenRequestedFromTheServer() {
+    try {
+      if (container.get().hasValidMetadata()) {
+        if (standardFieldCache.get().size() == 0) {
+          standardFieldCache.get().putAll(DDCacheProcessor.buildCache());
+        }
+      } else {
+        failAndExitWithErrorMessage("Valid metadata was not retrieved from the server. Exiting!", scenario);
+      }
+    } catch (Exception ex) {
+      failAndExitWithErrorMessage(ex.toString(), scenario);
+    }
+  }
+
+  @And("the metadata contains RESO Standard Resources")
+  public void theMetadataContainsRESOStandardResources() {
+    Set<String> resources = container.get().getEdm().getSchemas().stream().map(schema ->
+      schema.getEntityTypes().stream().map(EdmNamed::getName)
+          .collect(Collectors.toSet()))
+        .flatMap(Collection::stream)
+        .collect(Collectors.toSet());
+
+    standardResources.set(resources.stream()
+        .filter(DataDictionaryMetadata.v1_7.WELL_KNOWN_RESOURCES::contains).collect(Collectors.toSet()));
+    localResources.set(Sets.difference(resources, standardResources.get()));
+    hasStandardResources.set(standardResources.get().size() > 0);
+    hasLocalResources.set(localResources.get().size() > 0);
+
+    if (hasStandardResources.get()) {
+      //TODO: add pluralizer
+      scenario.log("Found " + standardResources.get().size() + " RESO Standard Resource"
+          + (standardResources.get().size() == 1 ? "" : "s") + ": "
+          + String.join(", ", standardResources.get()));
+    } else {
+      scenario.log("No RESO Standard Resources found. Skipping...");
+      assumeTrue(true);
+    }
+  }
+
+  @And("each resource MUST have a primary key field by the OData specification")
+  public void eachResourceMUSTHaveAPrimaryKeyFieldByTheODataSpecification() {
+    scenario.log("Each resource MUST have a primary key field by the OData specification!");
+    assumeTrue(true);
+  }
+
+  @And("the metadata contains local resources")
+  public void theMetadataContainsLocalResources() {
+    if (localResources.get() == null || localResources.get().size() == 0) {
+      scenario.log("No local resources found! Skipping...");
+      assumeTrue(true);
+    } else {
+      scenario.log("Found " + localResources.get().size() + " Local Resource"
+          + (localResources.get().size() == 1 ? "" : "s") + ": "
+          + String.join(", ", localResources.get()));
+    }
+  }
+
+  @Then("up to {int} records are sampled from each resource with {string} payload samples stored in {string}")
+  public void upToRecordsAreSampledFromEachResourceWithPayloadSamplesStoredIn(int numRecords, String payloadName, String resultsDirectoryName) {
+    assertNotNull(getDefaultErrorMessage("resultsDirectoryName MUST be present!"), resultsDirectoryName);
+
+    if (!hasStandardResources.get()) {
+      scenario.log("No RESO Standard Resources to sample!");
+      assumeTrue(true);
+    } else {
+      Set<String> payloadResources = new LinkedHashSet<>();
+      standardFieldCache.get().forEach((resourceName, fieldList) -> {
+        if (!payloadResources.contains(resourceName) && fieldList.stream().anyMatch(field -> field.getPayloads().contains(payloadName))) {
+          payloadResources.add(resourceName);
+        }
+      });
+
+      standardResources.get().forEach(resourceName -> {
+        resourceCounts.get().put(resourceName, getResourceCount(resourceName));
+        resourcePayloadSampleMap.get().putIfAbsent(resourceName, Collections.synchronizedList(new LinkedList<>()));
+        //only save results to the directory if the resources are part of the given payload
+        resourcePayloadSampleMap.get().put(resourceName,
+            fetchAndProcessRecords(resourceName, numRecords, payloadResources.contains(resourceName) ? resultsDirectoryName : null));
+      });
+    }
+  }
+
+  @Then("up to {int} records are sampled from each local resource")
+  public void upToRecordsAreSampledFromEachLocalResource(int numRecords) {
+    if (!hasLocalResources.get()) {
+      scenario.log("No local resources were found to sample!");
+      assumeTrue(true);
+    } else {
+      localResources.get().forEach(resourceName -> {
+        resourceCounts.get().put(resourceName, getResourceCount(resourceName));
+        resourcePayloadSampleMap.get().putIfAbsent(resourceName, Collections.synchronizedList(new LinkedList<>()));
+        resourcePayloadSampleMap.get().put(resourceName, fetchAndProcessRecords(resourceName, numRecords, null));
+      });
+    }
+  }
+
+  @Given("samples exist in {string} in the build directory")
+  public void samplesExistInInTheBuildDirectory(String resultsDirectory) {
+    scenario.log("Samples exist in {string} in the build directory!");
+    assumeTrue(true);
+  }
+
+  @And("a RESOScript file was provided for the IDX User")
+  public void aRESOScriptFileWasProvidedForTheIDXUser() {
+    scenario.log("!!TODO!! A RESOScript file was provided for the IDX User!");
+    assumeTrue(true);
+  }
+
+  @When("samples from {string} are fetched as the representative user for each resource in the {string} payload")
+  public void samplesFromAreFetchedAsTheRepresentativeUserForEachResourceInThePayload(String resultsDirectory, String payloadName) {
+    File f = new File(SAMPLES_DIRECTORY_ROOT + File.separator + resultsDirectory);
+    AtomicReference<PayloadSample> payloadSample = new AtomicReference<>();
+
+    if (f.list() == null) return;
+
+    Arrays.stream(Objects.requireNonNull(f.list((file, s) -> s.endsWith("json")))).forEach(sampleResults -> {
+      try {
+        final String jsonString = new String(Files.readAllBytes(Paths.get(f.getPath() + File.separator + sampleResults)));
+        payloadSample.set(new Gson().fromJson(jsonString, PayloadSample.class));
+
+      } catch (FileNotFoundException fnfEx) {
+        LOG.error(getDefaultErrorMessage("file", sampleResults, "could not be found! Skipping..."));
+        LOG.error("Exception: " + fnfEx);
+      } catch (IOException ioException) {
+        ioException.printStackTrace();
+      }
+    });
+  }
+
+  @Then("each result MUST contain the string version of the key and the following fields")
+  public void eachResultMUSTContainTheStringVersionOfTheKeyAndTheFollowingFields(List<String> requiredFields) {
+    scenario.log("!!TODO!! Each result MUST contain the string version of the key and the following fields!");
+    assumeTrue(true);
+  }
+
+  @And("the {string} payload field values MUST match those in the samples")
+  public void thePayloadFieldValuesMUSTMatchThoseInTheSamples(String arg0) {
+    scenario.log("!!TODO!! The {string} payload field values MUST match those in the samples!");
+    assumeTrue(true);
+  }
+
+  @Given("standard and local resources have been processed")
+  public void standardAndLocalResourcesHaveBeenProcessed() {
+    scenario.log("!!TODO!! Standard and local resources have been processed!");
+    assumeTrue(true);
+  }
+
+  @Then("a data availability report is created in {string}")
+  public void aDataAvailabilityReportIsCreatedIn(String reportFileName) {
+    if (resourcePayloadSampleMap.get() == null) {
+      LOG.info("No resource payload samples found! Skipping...");
+      assumeTrue(true);
+    }
+    LOG.info("\n\nCreating data availability report!");
+    createDataAvailabilityReport(resourcePayloadSampleMap.get(), reportFileName, resourceCounts.get());
+  }
+
+  @And("{string} has been created in the build directory")
+  public void hasBeenCreatedInTheBuildDirectory(String encodedResultsDirectoryName) {
+    if (encodedResultsDirectoryName != null && !hasSamplesDirectoryBeenCleared.get()) {
+      if (!Utils.removeDirectory(String.format(SAMPLES_DIRECTORY_TEMPLATE, encodedResultsDirectoryName))) {
+        LOG.error("Failed to create runtime directories needed for program execution. Exiting...");
+        System.exit(NOT_OK);
+      } else {
+        hasSamplesDirectoryBeenCleared.set(true);
+      }
+    }
+  }
+}

src/main/java/org/reso/certification/stepdefs/WebAPIServer.java

@@ -2,6 +2,7 @@ package org.reso.certification.stepdefs;
 
 import com.fasterxml.jackson.databind.node.ObjectNode;
 import com.fasterxml.jackson.databind.node.POJONode;
+import com.google.inject.Inject;
 import io.cucumber.java8.En;
 import org.apache.http.HttpStatus;
 import org.apache.logging.log4j.LogManager;
@@ -77,7 +78,10 @@ class WebAPIServer implements En {
   /**
    * Entry point to the Web API Server tests
    */
-  public WebAPIServer() {
+  @Inject
+  public WebAPIServer(WebAPITestContainer c) {
+    container.set(c);
+
     getTestContainer().setShowResponses(showResponses);
 
     runBackground();

src/main/java/org/reso/certification/stepdefs/WebAPIServerAddEdit.java

@@ -95,4 +95,48 @@ public class WebAPIServerAddEdit {
   public void theRequestHeaderContains(String arg0, String arg1) {
 
   }
+
+  @And("the request header {string} {string} one of the following values")
+  public void theRequestHeaderOneOfTheFollowingValues(String arg0, String arg1) {
+  }
+
+  @And("the request header {string} {string} {string}")
+  public void theRequestHeader(String arg0, String arg1, String arg2) {
+  }
+
+  @And("the response header {string} {string} one of the following values")
+  public void theResponseHeaderOneOfTheFollowingValues(String arg0, String arg1) {
+  }
+
+  @And("the response header {string} {string} {string}")
+  public void theResponseHeader(String arg0, String arg1, String arg2) {
+  }
+
+  @And("the response header {string} {string}")
+  public void theResponseHeader(String arg0, String arg1) {
+  }
+
+  @And("the response header {string} {string} reference the resource being created")
+  public void theResponseHeaderReferenceTheResourceBeingCreated(String arg0, String arg1) {
+  }
+
+  @And("the JSON response {string} contain {string}")
+  public void theJSONResponseContain(String arg0, String arg1) {
+  }
+
+  @And("the JSON response value {string} {string}")
+  public void theJSONResponseValue(String arg0, String arg1) {
+  }
+
+  @And("the JSON response value {string} {string} {string}")
+  public void theJSONResponseValue(String arg0, String arg1, String arg2) {
+  }
+
+  @And("the JSON response {string} contain all JSON data in {string}")
+  public void theJSONResponseContainAllJSONDataIn(String arg0, String arg1) {
+  }
+
+  @When("a {string} request is made to the URL in response header {string}")
+  public void aRequestIsMadeToTheURLInResponseHeader(String arg0, String arg1) {
+  }
 }

src/main/java/org/reso/commander/App.java

@@ -4,10 +4,7 @@ import org.apache.commons.cli.*;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 import org.apache.olingo.commons.api.format.ContentType;
-import org.reso.certification.codegen.BDDProcessor;
-import org.reso.certification.codegen.DDLProcessor;
-import org.reso.certification.codegen.DataDictionaryCodeGenerator;
-import org.reso.certification.codegen.EDMXProcessor;
+import org.reso.certification.codegen.*;
 import org.reso.models.ClientSettings;
 import org.reso.models.ODataTransportWrapper;
 import org.reso.models.Request;
@@ -222,6 +219,14 @@ public class App {
           } catch (Exception ex) {
             LOG.error(getDefaultErrorMessage(ex));
           }
+        } else if (cmd.hasOption(APP_OPTIONS.ACTIONS.GENERATE_RESOURCE_INFO_MODELS)) {
+          APP_OPTIONS.validateAction(cmd, APP_OPTIONS.ACTIONS.GENERATE_RESOURCE_INFO_MODELS);
+          try {
+            DataDictionaryCodeGenerator generator = new DataDictionaryCodeGenerator(new ResourceInfoProcessor());
+            generator.processWorksheets();
+          } catch (Exception ex) {
+            LOG.error(getDefaultErrorMessage(ex));
+          }
         } else if (cmd.hasOption(APP_OPTIONS.ACTIONS.GENERATE_REFERENCE_EDMX)) {
           APP_OPTIONS.validateAction(cmd, APP_OPTIONS.ACTIONS.GENERATE_REFERENCE_EDMX);
           try {
@@ -237,6 +242,12 @@ public class App {
           } catch (Exception ex) {
             LOG.error(getDefaultErrorMessage(ex));
           }
+        } else if (cmd.hasOption(APP_OPTIONS.ACTIONS.GENERATE_SEED_DATA_SQL)) {
+          try {
+            DataDictionarySeedDataSqlGenerator generator = new DataDictionarySeedDataSqlGenerator();
+          } catch (Exception ex) {
+            LOG.error(getDefaultErrorMessage(ex));
+          }
         } else if (cmd.hasOption(APP_OPTIONS.ACTIONS.GENERATE_QUERIES)) {
           APP_OPTIONS.validateAction(cmd, APP_OPTIONS.ACTIONS.GENERATE_QUERIES);
 
@@ -373,10 +384,10 @@ public class App {
   private static class APP_OPTIONS {
 
     //parameter names
-    static final  String SERVICE_ROOT = "serviceRoot";
-    static final  String BEARER_TOKEN = "bearerToken";
-    static final  String CLIENT_ID = "clientId";
-    static final  String CLIENT_SECRET = "clientSecret";
+    static final String SERVICE_ROOT = "serviceRoot";
+    static final String BEARER_TOKEN = "bearerToken";
+    static final String CLIENT_ID = "clientId";
+    static final String CLIENT_SECRET = "clientSecret";
     static final String INPUT_FILE = "inputFile";
     static final String OUTPUT_FILE = "outputFile";
     static final String URI = "uri";
@@ -419,6 +430,8 @@ public class App {
         }
       } else if (action.matches(ACTIONS.GENERATE_QUERIES)) {
         validationResponse = validateOptions(cmd, INPUT_FILE);
+      } else if (action.matches(ACTIONS.GENERATE_REFERENCE_DDL) || action.matches(ACTIONS.GENERATE_SEED_DATA_SQL)) {
+        validationResponse = validateOptions(cmd, INPUT_FILE);
       }
 
       if (validationResponse != null) {
@@ -517,10 +530,14 @@ public class App {
               .desc("Runs commands in RESOScript file given as <inputFile>.").build())
           .addOption(Option.builder().argName("t").longOpt(ACTIONS.GENERATE_DD_ACCEPTANCE_TESTS)
               .desc("Generates acceptance tests in the current directory.").build())
+          .addOption(Option.builder().argName("i").longOpt(ACTIONS.GENERATE_RESOURCE_INFO_MODELS)
+              .desc("Generates Java Models for the Web API Reference Server in the current directory.").build())
           .addOption(Option.builder().argName("r").longOpt(ACTIONS.GENERATE_REFERENCE_EDMX)
               .desc("Generates reference metadata in EDMX format.").build())
           .addOption(Option.builder().argName("k").longOpt(ACTIONS.GENERATE_REFERENCE_DDL)
               .desc("Generates reference DDL to create a RESO-compliant SQL database. Pass --useKeyNumeric to generate the DB using numeric keys.").build())
+          .addOption(Option.builder().argName("d").longOpt(ACTIONS.GENERATE_SEED_DATA_SQL)
+              .desc("Generates SQL statements to seed data (Data Dictionary 1.7). Pass --useKeyNumeric to generate the DB using numeric keys.").build())
           .addOption(Option.builder().argName("m").longOpt(ACTIONS.GET_METADATA)
               .desc("Fetches metadata from <serviceRoot> using <bearerToken> and saves results in <outputFile>.").build())
           .addOption(Option.builder().argName("g").longOpt(ACTIONS.GENERATE_METADATA_REPORT)
@@ -553,12 +570,14 @@ public class App {
       public static final String GENERATE_DD_ACCEPTANCE_TESTS = "generateDDAcceptanceTests";
       public static final String GENERATE_REFERENCE_EDMX = "generateReferenceEDMX";
       public static final String GENERATE_REFERENCE_DDL = "generateReferenceDDL";
+      public static final String GENERATE_SEED_DATA_SQL = "generateSeedDataSql";
       public static final String GENERATE_QUERIES = "generateQueries";
       public static final String RUN_RESOSCRIPT = "runRESOScript";
       public static final String GET_METADATA = "getMetadata";
       public static final String VALIDATE_METADATA = "validateMetadata";
       public static final String SAVE_GET_REQUEST = "saveGetRequest";
       public static final String GENERATE_METADATA_REPORT = "generateMetadataReport";
+      public static final String GENERATE_RESOURCE_INFO_MODELS = "generateResourceInfoModels";
     }
   }
 }

src/main/java/org/reso/commander/common/TestUtils.java

@@ -31,7 +31,7 @@ import java.nio.charset.StandardCharsets;
 import java.sql.Time;
 import java.sql.Timestamp;
 import java.time.LocalDate;
-import java.time.ZonedDateTime;
+import java.time.OffsetDateTime;
 import java.time.format.DateTimeFormatter;
 import java.time.format.DateTimeParseException;
 import java.time.temporal.ChronoField;
@@ -680,7 +680,7 @@ public final class TestUtils {
   public static Integer getTimestampPart(String timestampPart, Object value) throws DateTimeParseException {
     if (timestampPart == null || value == null) return null;
 
-    ZonedDateTime dateTime = ZonedDateTime.parse((String) value, DateTimeFormatter.ISO_DATE_TIME);
+    OffsetDateTime dateTime = OffsetDateTime.parse((String) value, DateTimeFormatter.ISO_DATE_TIME);
 
     switch (timestampPart) {
       case DateParts.YEAR:

src/main/java/org/reso/commander/common/Utils.java

@@ -8,10 +8,11 @@ import java.io.FileWriter;
 import java.nio.charset.StandardCharsets;
 import java.text.DateFormat;
 import java.text.SimpleDateFormat;
-import java.time.ZoneOffset;
-import java.time.ZonedDateTime;
+import java.time.OffsetDateTime;
 import java.time.format.DateTimeFormatter;
+import java.util.Arrays;
 import java.util.Date;
+import java.util.Objects;
 
 public class Utils {
   private static final Logger LOG = LogManager.getLogger(Utils.class);
@@ -85,6 +86,32 @@ public class Utils {
     return outputFile;
   }
 
+  /**
+   * Removes a directory at the given pathToDirectory.
+   *
+   * If current user has write access then directory creation will result in True being returned.
+   * Otherwise will return false if the directory couldn't be created for some reason.
+   * @param pathToDirectory
+   * @return
+   */
+  public static Boolean removeDirectory(String pathToDirectory) {
+    if (pathToDirectory == null) return null;
+    File outputDirectory = new File(pathToDirectory);
+
+    if (outputDirectory.exists()) {
+      if (outputDirectory.canWrite()) {
+        if (outputDirectory.listFiles() != null) {
+          Arrays.stream(Objects.requireNonNull(outputDirectory.listFiles())).forEach(File::delete);
+        }
+        return outputDirectory.delete();
+      } else {
+        LOG.error("Tried deleting directory " + outputDirectory.getPath() + " but didn't have sufficient access.");
+        return false;
+      }
+    }
+    return true;
+  }
+
   public static String pluralize(int lengthAttribute) {
     return lengthAttribute != 1 ? "s" : "";
   }
@@ -109,7 +136,19 @@ public class Utils {
   }
 
   public static String getIsoTimestamp() {
-    return ZonedDateTime.now(ZoneOffset.UTC).format(DateTimeFormatter.ISO_INSTANT);
+    return getIsoTimestamp(OffsetDateTime.now());
+  }
+
+  public static String getIsoTimestamp(OffsetDateTime fromDate) {
+    return OffsetDateTime.from(fromDate).format(DateTimeFormatter.ISO_INSTANT);
+  }
+
+  public static String getIsoDate() {
+    return getIsoDate(OffsetDateTime.now());
+  }
+
+  public static String getIsoDate(OffsetDateTime fromDate) {
+    return fromDate.format(DateTimeFormatter.ISO_DATE);
   }
 
 }

src/main/java/org/reso/models/DataGenerator.java

@@ -0,0 +1,134 @@
+package org.reso.models;
+
+import com.google.gson.Gson;
+import com.google.gson.reflect.TypeToken;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.reso.commander.Commander;
+
+import java.lang.reflect.Type;
+import java.util.List;
+
+import static org.reso.commander.common.ErrorMsg.getDefaultErrorMessage;
+
+/**
+ * Used to deserialize the Data Dictionary reference sheet into a cache of generators
+ */
+public class DataGenerator {
+  private static final Logger LOG = LogManager.getLogger(DataGenerator.class);
+  private final static String DATA_GENERATOR_JSON = "RESODataDictionary-1.7.data-generator.json";
+
+  private String description;
+  private String version;
+  private String generatedOn;
+  private List<ResourceInfo> resourceInfo;
+  private List<FieldDataGenerator> fields;
+
+  /**
+   * Creates a nested map of Data Dictionary reference generators where
+   * * the outer map is keyed by resource name
+   * * inner map is keyed by standard field name and returns a generator for that field
+   *
+   * @return nested hashes of standard field generators
+   */
+  public static DataGenerator deserialize() {
+    final String generatorJson = Commander.convertInputStreamToString(Thread.currentThread().getContextClassLoader().getResourceAsStream(DATA_GENERATOR_JSON));
+    assert generatorJson != null : getDefaultErrorMessage("could not load resource " + DATA_GENERATOR_JSON);
+
+    //final String generatorJson = Commander.convertInputStreamToString(Commander.deserializeFileFromPath(resource.getPath()));
+
+    //note the open braces before getType()
+    Type targetClassType = new TypeToken<DataGenerator>() {}.getType();
+    return new Gson().fromJson(generatorJson, targetClassType);
+  }
+
+  public String getDescription() {
+    return description;
+  }
+
+  public String getVersion() {
+    return version;
+  }
+
+  public String getGeneratedOn() {
+    return generatedOn;
+  }
+
+  public List<ResourceInfo> getResourceInfo() {
+    return resourceInfo;
+  }
+
+  public List<FieldDataGenerator> getFields() {
+    return fields;
+  }
+
+  public static final class FieldDataGenerator {
+    private String fieldName;
+    private String resourceName;
+    private String fakerGeneratorName;
+    private List<String> customExamples;
+
+    public FieldDataGenerator(String fieldName, String resourceName, String fakerGeneratorName, List<String> customExamples) {
+      this.fieldName = fieldName;
+      this.resourceName = resourceName;
+      this.fakerGeneratorName = fakerGeneratorName;
+      this.customExamples = customExamples;
+    }
+
+    public String getFieldName() {
+      return fieldName;
+    }
+
+    public String getResourceName() {
+      return resourceName;
+    }
+
+    public void setResourceName(String resourceName) {
+      this.resourceName = resourceName;
+    }
+
+    public String getFakerGeneratorName() {
+      return fakerGeneratorName;
+    }
+
+    public List<String> getCustomExamples() {
+      return customExamples;
+    }
+
+    public boolean hasFakerGenerator() {
+      return fakerGeneratorName != null && fakerGeneratorName.length() > 0;
+    }
+
+    public boolean hasCustomExamples() {
+      return customExamples != null && customExamples.size() > 0;
+    }
+
+    @Override
+    public String toString() {
+      return "FieldDataGenerator{" +
+          "fieldName='" + fieldName + '\'' +
+          ", resourceName=" + (resourceName == null ? "null" : "'" + resourceName + "'") +
+          ", fakerGeneratorName=" + (fakerGeneratorName == null ? "null" : "'" + fakerGeneratorName + "'") +
+          ", customExamples=" + customExamples +
+          '}';
+    }
+  }
+
+  public static final class ResourceInfo {
+    private String resourceName;
+    private Integer recordCount;
+
+    public ResourceInfo(String resourceName,Integer recordCount) {
+      this.resourceName = resourceName;
+      this.recordCount = recordCount;
+    }
+
+    public String getResourceName() {
+      return resourceName;
+    }
+
+    public Integer getRecordCount() {
+      return recordCount;
+    }
+  }
+}

src/main/java/org/reso/models/MetadataReport.java

@@ -165,7 +165,7 @@ public class MetadataReport implements JsonSerializer<MetadataReport> {
   }
 
   static class SneakyAnnotationReader {
-    Class object;
+    Class<? extends EdmAnnotationImpl> object;
     Field field;
     EdmAnnotationImpl edmAnnotationImpl;
     ClientCsdlAnnotation clientCsdlAnnotation;

src/main/java/org/reso/models/PayloadSample.java

@@ -0,0 +1,131 @@
+package org.reso.models;
+
+import com.google.gson.*;
+import org.reso.commander.common.Utils;
+
+import java.lang.reflect.Type;
+import java.util.Collections;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+public class PayloadSample implements JsonSerializer<PayloadSample> {
+
+  String resourceName;
+  String dateField;
+  Long responseTimeMillis = null;
+  Integer responseSizeBytes = null;
+  String requestUri = null;
+
+  //format is a list of key/value pairs where all fields besides
+  //keys and timestamps are encoded with SHA
+  final List<Map<String, String>> encodedSamples = Collections.synchronizedList(new LinkedList<>());
+
+  //keeps track of the list of key fields found on the server
+  final List<String> keyFields = new LinkedList<>();
+
+  final List<String> payloadFields = new LinkedList<>();
+
+  public PayloadSample(String resourceName, String dateField, List<String> keyFields) {
+    assert resourceName != null : "resourceName MUST be present";
+    this.resourceName = resourceName;
+    this.dateField = dateField;
+    this.keyFields.addAll(keyFields);
+  }
+
+  public void setPayloadFields(List<String> payloadFields) {
+    this.payloadFields.addAll(payloadFields);
+  }
+
+  public void addSample(Map<String, String> sample) {
+    encodedSamples.add(sample);
+  }
+
+  public List<Map<String, String>> getSamples() {
+    return encodedSamples;
+  }
+
+  public Long getResponseTimeMillis() {
+    return responseTimeMillis;
+  }
+
+  public void setResponseTimeMillis(Long value) {
+    responseTimeMillis = value;
+  }
+
+  public String getRequestUri() {
+    return requestUri;
+  }
+
+  public void setRequestUri(String value) {
+    requestUri = value;
+  }
+
+  public Integer getResponseSizeBytes() {
+    return responseSizeBytes;
+  }
+
+  public void setResponseSizeBytes(Integer responseSizeBytes) {
+    this.responseSizeBytes = responseSizeBytes;
+  }
+
+  /**
+   * Gson invokes this call-back method during serialization when it encounters a field of the
+   * specified type.
+   *
+   * <p>In the implementation of this call-back method, you should consider invoking
+   * {@link JsonSerializationContext#serialize(Object, Type)} method to create JsonElements for any
+   * non-trivial field of the {@code src} object. However, you should never invoke it on the
+   * {@code src} object itself since that will cause an infinite loop (Gson will call your
+   * call-back method again).</p>
+   *
+   * @param src       the object that needs to be converted to Json.
+   * @param typeOfSrc the actual type (fully genericized version) of the source object.
+   * @param context context of the serialization request
+   * @return a JsonElement corresponding to the specified object.
+   */
+  @Override
+  public JsonElement serialize(PayloadSample src, Type typeOfSrc, JsonSerializationContext context) {
+    final String
+        DESCRIPTION = "RESO Payload Sample",
+        DESCRIPTION_KEY = "description",
+        GENERATED_ON_KEY = "generatedOn",
+        NUM_SAMPLES_KEY = "numSamples",
+        REQUEST_URI_KEY = "requestUri",
+        RESOURCE_NAME_KEY = "resourceName",
+        DATE_FIELD_KEY = "dateField",
+        KEY_FIELDS_KEY = "keyFields",
+        ENCODED_VALUES_KEY = "encodedValues",
+        PAYLOAD_FIELDS_KEY = "payloadFields";
+
+
+    JsonObject serialized = new JsonObject();
+    serialized.addProperty(DESCRIPTION_KEY, DESCRIPTION);
+    serialized.addProperty(GENERATED_ON_KEY, Utils.getIsoTimestamp());
+    serialized.addProperty(NUM_SAMPLES_KEY, src.encodedSamples.size());
+    serialized.addProperty(REQUEST_URI_KEY, src.requestUri);
+    serialized.addProperty(RESOURCE_NAME_KEY,src.resourceName);
+
+    JsonArray keyFields = new JsonArray();
+    src.keyFields.forEach(keyFields::add);
+    serialized.add(KEY_FIELDS_KEY, keyFields);
+
+    serialized.addProperty(DATE_FIELD_KEY, src.dateField);
+
+    JsonArray payloadFieldsJson = new JsonArray();
+    src.payloadFields.forEach(payloadFieldsJson::add);
+    serialized.add(PAYLOAD_FIELDS_KEY, payloadFieldsJson);
+
+    JsonArray encodedSamplesJson = new JsonArray();
+    src.encodedSamples.forEach(sample -> {
+      JsonObject sampleJson = new JsonObject();
+      sample.forEach(sampleJson::addProperty);
+      encodedSamplesJson.add(sampleJson);
+    });
+
+    serialized.add(ENCODED_VALUES_KEY, encodedSamplesJson);
+
+    return serialized;
+  }
+}
+

src/main/java/org/reso/models/PayloadSampleReport.java

@@ -0,0 +1,310 @@
+package org.reso.models;
+
+import com.google.gson.*;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.apache.olingo.commons.api.edm.Edm;
+import org.apache.olingo.commons.api.edm.EdmElement;
+import org.reso.commander.common.Utils;
+
+import java.lang.reflect.Type;
+import java.time.OffsetDateTime;
+import java.time.format.DateTimeFormatter;
+import java.util.*;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicLong;
+import java.util.concurrent.atomic.AtomicReference;
+
+public class PayloadSampleReport implements JsonSerializer<PayloadSampleReport> {
+  private static final Logger LOG = LogManager.getLogger(PayloadSampleReport.class);
+  private static final String POSTAL_CODE_KEY = "PostalCode";
+  private final Map<String, List<PayloadSample>> resourcePayloadSamplesMap = Collections.synchronizedMap(new LinkedHashMap<>());
+  private final Map<String, Map<String, Integer>> resourceFieldTallies = Collections.synchronizedMap(new LinkedHashMap<>(new LinkedHashMap<>()));
+  private final Map<String, Integer> resourceCounts = Collections.synchronizedMap(new LinkedHashMap<>());
+
+  private Edm metadata;
+
+  private PayloadSampleReport() {
+    //private default constructor
+  }
+
+  public PayloadSampleReport(final Edm metadata, final Map<String, List<PayloadSample>> resourcePayloadSamplesMap, final Map<String, Integer> resourceCounts) {
+    this.metadata = metadata;
+    this.resourcePayloadSamplesMap.putAll(resourcePayloadSamplesMap);
+    resourceFieldTallies.putAll(createResourceFieldTallies(resourcePayloadSamplesMap));
+
+    this.resourceCounts.putAll(resourceCounts);
+  }
+
+  @Override
+  public String toString() {
+    return String.valueOf(serialize(this, FieldAvailabilityJson.class, null));
+  }
+
+  /**
+   * FieldAvailabilityJson uses a JSON payload with the following structure:
+   *
+   *    {
+   *       "resourceName": "Property",
+   *       "fieldName": "AboveGradeFinishedArea",
+   *       "availability": 0.1
+   *     }
+   */
+  private final class FieldAvailabilityJson implements JsonSerializer<FieldAvailabilityJson> {
+    static final String
+        RESOURCE_NAME_KEY = "resourceName",
+        FIELD_NAME_KEY = "fieldName",
+        FIELDS_KEY = "fields",
+        AVAILABILITY_KEY = "availability";
+
+    String resourceName;
+    EdmElement edmElement;
+
+    public FieldAvailabilityJson(String resourceName, EdmElement edmElement) {
+      this.resourceName = resourceName;
+      this.edmElement = edmElement;
+    }
+
+    public String buildReportString(JsonElement dataAvailabilityReport) {
+      StringBuilder reportBuilder = new StringBuilder();
+      dataAvailabilityReport.getAsJsonObject().get(FIELDS_KEY).getAsJsonArray().forEach(field -> {
+        reportBuilder.append("\nResource: ");
+        reportBuilder.append(field.getAsJsonObject().get(RESOURCE_NAME_KEY));
+        reportBuilder.append("\nField: ");
+        reportBuilder.append(field.getAsJsonObject().get(FIELD_NAME_KEY));
+        reportBuilder.append("\nAvailability: ");
+        reportBuilder.append(field.getAsJsonObject().get(AVAILABILITY_KEY));
+        reportBuilder.append("\n");
+      });
+      return reportBuilder.toString();
+    }
+
+    @Override
+    public JsonElement serialize(FieldAvailabilityJson src, Type typeOfSrc, JsonSerializationContext context) {
+      JsonObject field = new JsonObject();
+
+      int numTimesPresent = resourceFieldTallies.get(src.resourceName) != null
+          && resourceFieldTallies.get(src.resourceName).get(src.edmElement.getName()) != null
+          ? resourceFieldTallies.get(src.resourceName).get(src.edmElement.getName()) : 0;
+
+      int numSamples = resourcePayloadSamplesMap.get(src.resourceName) != null
+          ? resourcePayloadSamplesMap.get(src.resourceName).stream().reduce(0, (a, f) -> a + f.encodedSamples.size(), Integer::sum) : 0;
+
+      field.addProperty(RESOURCE_NAME_KEY, src.resourceName);
+      field.addProperty(FIELD_NAME_KEY, src.edmElement.getName());
+      field.addProperty(AVAILABILITY_KEY, numSamples > 0 ? (1.0 * numTimesPresent) / numSamples : 0);
+
+      return field;
+    }
+  }
+
+  private static Map<String, Map<String, Integer>> createResourceFieldTallies(Map<String, List<PayloadSample>> resourcePayloadSamplesMap) {
+    AtomicReference<Map<String, Map<String, Integer>>> resourceTallies = new AtomicReference<>(new LinkedHashMap<>());
+    AtomicInteger numSamples = new AtomicInteger(0);
+    resourcePayloadSamplesMap.keySet().forEach(resourceName -> {
+      LOG.info("Processing resource: " + resourceName);
+      numSamples.set(resourcePayloadSamplesMap.get(resourceName) != null
+          ? resourcePayloadSamplesMap.get(resourceName).stream().reduce(0, (a, f) -> a + f.getSamples().size(), Integer::sum) : 0);
+      LOG.info("Sample size: " + numSamples.get());
+
+      //for each resource, go through the keys and tally the data presence counts for each field
+      //as well as the number of samples in each case
+      resourceTallies.get().putIfAbsent(resourceName, new LinkedHashMap<>());
+      if (numSamples.get() > 0) {
+        resourcePayloadSamplesMap.get(resourceName).forEach(payloadSample -> {
+          payloadSample.getSamples().forEach(sample -> {
+            sample.forEach((fieldName, encodedValue) -> {
+              if (encodedValue != null) {
+                resourceTallies.get().get(resourceName).putIfAbsent(fieldName, 0);
+                resourceTallies.get().get(resourceName).put(fieldName, resourceTallies.get().get(resourceName).get(fieldName) + 1);
+              }
+            });
+          });
+        });
+      }
+    });
+    return resourceTallies.get();
+  }
+
+  @Override
+  public JsonElement serialize(PayloadSampleReport src, Type typeOfSrc, JsonSerializationContext context) {
+    final String
+        DESCRIPTION_KEY = "description", DESCRIPTION = "RESO Data Availability Report",
+        VERSION_KEY = "version", VERSION = "1.7",
+        GENERATED_ON_KEY = "generatedOn",
+        RESOURCE_INFO_KEY = "resourceInfo",
+        FIELDS_KEY = "fields";
+
+    JsonArray fields = new JsonArray();
+
+    src.metadata.getSchemas().forEach(edmSchema -> {
+      //serialize entities (resources) and members (fields)
+      edmSchema.getEntityTypes().forEach(edmEntityType -> {
+        edmEntityType.getPropertyNames().forEach(propertyName -> {
+          FieldAvailabilityJson fieldJson = new FieldAvailabilityJson(edmEntityType.getName(), edmEntityType.getProperty(propertyName));
+          fields.add(fieldJson.serialize(fieldJson, FieldAvailabilityJson.class, null));
+        });
+      });
+    });
+
+    JsonObject availabilityReport = new JsonObject();
+    availabilityReport.addProperty(DESCRIPTION_KEY, DESCRIPTION);
+    availabilityReport.addProperty(VERSION_KEY, VERSION);
+    availabilityReport.addProperty(GENERATED_ON_KEY, Utils.getIsoTimestamp());
+
+    final JsonArray resourceTotalsByResource = new JsonArray();
+    src.resourcePayloadSamplesMap.keySet().forEach(resourceName -> {
+      Set<String> postalCodes = new LinkedHashSet<>();
+      ResourceInfo resourceInfo = new ResourceInfo(resourceName);
+
+      int resourceRecordCount = 0;
+      if (src.resourceCounts.get(resourceName) != null) {
+        resourceRecordCount = src.resourceCounts.get(resourceName);
+      }
+      resourceInfo.numRecordsTotal.set(resourceRecordCount);
+
+      PayloadSample zerothSample = resourcePayloadSamplesMap.get(resourceName) != null
+          && resourcePayloadSamplesMap.get(resourceName).size() > 0
+          ? resourcePayloadSamplesMap.get(resourceName).get(0) : null;
+
+      if (zerothSample != null) {
+        resourceInfo.keyFields.set(zerothSample.keyFields);
+        resourceInfo.dateField.set(zerothSample.dateField);
+      }
+
+      if (src.resourcePayloadSamplesMap.get(resourceName) != null) {
+        AtomicReference<OffsetDateTime> offsetDateTime = new AtomicReference<>();
+
+        src.resourcePayloadSamplesMap.get(resourceName).forEach(payloadSample -> {
+         resourceInfo.totalBytesReceived.getAndAdd(payloadSample.getResponseSizeBytes());
+         resourceInfo.totalResponseTimeMillis.getAndAdd(payloadSample.getResponseTimeMillis());
+         resourceInfo.numSamplesProcessed.getAndIncrement();
+         resourceInfo.numRecordsFetched.getAndAdd(payloadSample.encodedSamples.size());
+
+         payloadSample.encodedSamples.forEach(encodedSample -> {
+           offsetDateTime.set(OffsetDateTime.parse(encodedSample.get(payloadSample.dateField)));
+           if (offsetDateTime.get() != null) {
+             if (resourceInfo.dateLow.get() == null) {
+               resourceInfo.dateLow.set(offsetDateTime.get());
+             } else if (offsetDateTime.get().isBefore(resourceInfo.dateLow.get())) {
+               resourceInfo.dateLow.set(offsetDateTime.get());
+             }
+
+             if (resourceInfo.dateHigh.get() == null) {
+               resourceInfo.dateHigh.set(offsetDateTime.get());
+             } else if (offsetDateTime.get().isAfter(resourceInfo.dateHigh.get())) {
+               resourceInfo.dateHigh.set(offsetDateTime.get());
+             }
+           }
+
+           if (encodedSample.containsKey(POSTAL_CODE_KEY)) {
+             postalCodes.add(encodedSample.get(POSTAL_CODE_KEY));
+           }
+         });
+
+         if (resourceInfo.pageSize.get() == 0) resourceInfo.pageSize.set(payloadSample.getSamples().size());
+       });
+      }
+      if (postalCodes.size() > 0) {
+        resourceInfo.postalCodes.set(postalCodes);
+      }
+
+      resourceTotalsByResource.add(resourceInfo.serialize(resourceInfo, ResourceInfo.class, null));
+    });
+
+    availabilityReport.add(RESOURCE_INFO_KEY, resourceTotalsByResource);
+    availabilityReport.add(FIELDS_KEY, fields);
+
+    return availabilityReport;
+  }
+
+  static final class ResourceInfo implements JsonSerializer<ResourceInfo> {
+    final String
+        RESOURCE_NAME_KEY = "resourceName",
+        RECORD_COUNT_KEY = "recordCount",
+        TOTAL_NUM_RECORDS_FETCHED = "numRecordsFetched",
+        TOTAL_NUM_SAMPLES_KEY = "numSamples",
+        PAGE_SIZE_KEY = "pageSize",
+        AVERAGE_RESPONSE_TIME_MILLIS_KEY = "averageResponseTimeMillis",
+        AVERAGE_RESPONSE_BYTES_KEY = "averageResponseBytes",
+        KEY_FIELDS_KEY = "keyFields",
+        DATE_FIELD_KEY = "dateField",
+        DATE_LOW_KEY = "dateLow",
+        DATE_HIGH_KEY = "dateHigh",
+        POSTAL_CODES_KEY = "postalCodes";
+
+    final AtomicInteger numSamplesProcessed = new AtomicInteger(0);
+    final AtomicInteger numRecordsTotal = new AtomicInteger(0);
+    final AtomicInteger numRecordsFetched = new AtomicInteger(0);
+    final AtomicReference<String> resourceName = new AtomicReference<>();
+    final AtomicLong totalResponseTimeMillis = new AtomicLong(0);
+    final AtomicLong totalBytesReceived = new AtomicLong(0);
+    final AtomicInteger pageSize = new AtomicInteger(0);
+    final AtomicReference<List<String>> keyFields = new AtomicReference<>(new LinkedList<>());
+    final AtomicReference<String> dateField = new AtomicReference<>();
+    final AtomicReference<OffsetDateTime> dateLow = new AtomicReference<>(null);
+    final AtomicReference<OffsetDateTime> dateHigh = new AtomicReference<>(null);
+    final AtomicReference<Set<String>> postalCodes = new AtomicReference<>(new LinkedHashSet<>());
+
+    public ResourceInfo(String resourceName) {
+      this.resourceName.set(resourceName);
+    }
+
+    /**
+     * Gson invokes this call-back method during serialization when it encounters a field of the
+     * specified type.
+     *
+     * <p>In the implementation of this call-back method, you should consider invoking
+     * {@link JsonSerializationContext#serialize(Object, Type)} method to create JsonElements for any
+     * non-trivial field of the {@code src} object. However, you should never invoke it on the
+     * {@code src} object itself since that will cause an infinite loop (Gson will call your
+     * call-back method again).</p>
+     *
+     * @param src       the object that needs to be converted to Json.
+     * @param typeOfSrc the actual type (fully genericized version) of the source object.
+     * @param context
+     * @return a JsonElement corresponding to the specified object.
+     */
+    @Override
+    public JsonElement serialize(ResourceInfo src, Type typeOfSrc, JsonSerializationContext context) {
+      JsonObject totals = new JsonObject();
+
+      totals.addProperty(RESOURCE_NAME_KEY, src.resourceName.get());
+
+      totals.addProperty(RECORD_COUNT_KEY, src.numRecordsTotal);
+
+      totals.addProperty(TOTAL_NUM_RECORDS_FETCHED, src.numRecordsFetched.get());
+
+      totals.addProperty(TOTAL_NUM_SAMPLES_KEY, src.numSamplesProcessed.get());
+
+      totals.addProperty(PAGE_SIZE_KEY, src.pageSize.get());
+
+      totals.addProperty(AVERAGE_RESPONSE_BYTES_KEY, src.numSamplesProcessed.get() > 0
+          ? src.totalBytesReceived.get() / src.numSamplesProcessed.get() : 0);
+
+      totals.addProperty(AVERAGE_RESPONSE_TIME_MILLIS_KEY, src.numSamplesProcessed.get() > 0
+          ? src.totalResponseTimeMillis.get() / src.numSamplesProcessed.get() : 0);
+
+      totals.addProperty(DATE_FIELD_KEY, src.dateField.get());
+
+      totals.addProperty(DATE_LOW_KEY, src.dateLow.get() != null
+          ? src.dateLow.get().format(DateTimeFormatter.ISO_INSTANT) : null);
+
+      totals.addProperty(DATE_HIGH_KEY, src.dateHigh.get() != null
+          ? src.dateHigh.get().format(DateTimeFormatter.ISO_INSTANT): null);
+
+      JsonArray keyFields = new JsonArray();
+      src.keyFields.get().forEach(keyFields::add);
+      totals.add(KEY_FIELDS_KEY, keyFields);
+
+      if (src.postalCodes.get().size() > 0) {
+        JsonArray postalCodes = new JsonArray();
+        src.postalCodes.get().forEach(postalCodes::add);
+        totals.add(POSTAL_CODES_KEY, postalCodes);
+      }
+
+      return totals;
+    }
+  }
+
+}

src/main/resources/RESODataDictionary-1.7.metadata-report.json

@@ -1,7 +1,7 @@
 {
   "description": "RESO Data Dictionary Metadata Report",
   "version": "1.7",
-  "generatedOn": "2021-04-13T23:23:58.588Z",
+  "generatedOn": "2021-04-30T12:16:46.822Z",
   "fields": [
     {
       "resourceName": "Property",

src/main/resources/cucumber.properties

@@ -0,0 +1 @@
+cucumber.publish.quiet=true

src/main/resources/jsonschema/misc/metadata-report-schema.6.json

@@ -77,7 +77,6 @@
         }
       },
       "required": [
-        "annotations",
         "fieldName",
         "isCollection",
         "nullable",
@@ -89,8 +88,11 @@
     },
     "Annotation": {
       "type": "object",
-      "additionalProperties": false,
+      "additionalProperties": true,
       "properties": {
+        "term": {
+          "type": "string"
+        },
         "value": {
           "type": "string",
           "qt-uri-protocols": [

src/main/resources/log4j2.xml

@@ -14,12 +14,12 @@
     </File>
   </Appenders>
   <Loggers>
-    <Logger name="org.apache.olingo.client.core" level="all" additivity="false">
+    <Logger name="org.apache.olingo.client.core" level="error" additivity="false">
       <AppenderRef ref="Log"/>
     </Logger>
     <Root level="all">
       <AppenderRef ref="Console" level="info"/>
-      <AppenderRef ref="Log"/>
+      <AppenderRef ref="Log" level="error"/>
     </Root>
   </Loggers>
 </Configuration>