MLE-24983 Updating links to Spark docs

rjrudin · rjrudin · commit 1a3d970d1998 · 2025-11-03T14:56:47.000-05:00
Using "latest" instead of "3.5.6"
diff --git a/docs/import/embedder/embedder.md b/docs/import/embedder/embedder.md
@@ -98,15 +98,15 @@ options to be used (the deployment names and endpoints are notional):
 --embedder azure \
 --embedder-prop api-key=changeme \
 --embedder-prop deployment-name=text-test-embedding-ada-002 \
---embedder-prop endpoint=https://gpt-testing.openai.azure.com
+--embedder-prop endpoint=https://gpt-testing-custom-data1.openai.azure.com
 ```
 {% endtab %}
 {% tab log Windows %}
 ```
 --embedder azure ^
 --embedder-prop api-key=changeme ^
 --embedder-prop deployment-name=text-test-embedding-ada-002 ^
---embedder-prop endpoint=https://gpt-testing.openai.azure.com
+--embedder-prop endpoint=https://gpt-testing-custom-data1.openai.azure.com
 ```
 {% endtab %}
 {% endtabs %}
@@ -301,7 +301,7 @@ connection string are notional):
     --embedder azure \
     @azure-api-key.txt \
     --embedder-prop deployment-name=text-test-embedding-ada-002 \
-    --embedder-prop endpoint=https://gpt-testing.openai.azure.com
+    --embedder-prop endpoint=https://gpt-testing-custom-data1.openai.azure.com
 ```
 {% endtab %}
 {% tab log Windows %}
@@ -318,7 +318,7 @@ bin\flux import-files ^
     --embedder azure ^
     @azure-api-key.txt ^
     --embedder-prop deployment-name=text-test-embedding-ada-002 ^
-    --embedder-prop endpoint=https://gpt-testing.openai.azure.com
+    --embedder-prop endpoint=https://gpt-testing-custom-data1.openai.azure.com
 ```
 {% endtab %}
 {% endtabs %}
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/AggregateJsonFilesImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/AggregateJsonFilesImporter.java
@@ -8,7 +8,7 @@
 
 /**
  * Read either JSON Lines files or files containing arrays of JSON objects from supported file locations using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-json.html">Spark's JSON support</a>,
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-json.html">Spark's JSON support</a>,
  * and write each object as a JSON document to MarkLogic.
  */
 public interface AggregateJsonFilesImporter extends Executor<AggregateJsonFilesImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/AvroFilesExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/AvroFilesExporter.java
@@ -8,7 +8,7 @@
 /**
  * Read rows via Optic from MarkLogic and write them to Avro files on a local filesystem,
  * HDFS, or S3 using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html">Spark's Avro support</a>.
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-avro.html">Spark's Avro support</a>.
  */
 public interface AvroFilesExporter extends Executor<AvroFilesExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/AvroFilesImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/AvroFilesImporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read Avro files from supported file locations using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html">Spark's Avro support</a>,
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-avro.html">Spark's Avro support</a>,
  * and write JSON or XML documents to MarkLogic.
  */
 public interface AvroFilesImporter extends Executor<AvroFilesImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/DelimitedFilesExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/DelimitedFilesExporter.java
@@ -8,7 +8,7 @@
 
 /**
  * Read rows via Optic from MarkLogic and write them to delimited text files on a local filesystem, HDFS, or S3
- * using <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html">Spark's CSV support</a>.
+ * using <a href="https://spark.apache.org/docs/latest/sql-data-sources-csv.html">Spark's CSV support</a>.
  */
 public interface DelimitedFilesExporter extends Executor<DelimitedFilesExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/DelimitedFilesImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/DelimitedFilesImporter.java
@@ -8,7 +8,7 @@
 
 /**
  * Read delimited text files from supported file locations using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html">Spark's CSV support</a>,
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-csv.html">Spark's CSV support</a>,
  * and write JSON or XML documents to MarkLogic.
  */
 public interface DelimitedFilesImporter extends Executor<DelimitedFilesImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/JdbcExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/JdbcExporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read rows via Optic from MarkLogic and write them to a table using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-jdbc.html">Spark's JDBC support</a>.
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-jdbc.html">Spark's JDBC support</a>.
  */
 public interface JdbcExporter extends Executor<JdbcExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/JdbcImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/JdbcImporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read rows using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-jdbc.html">Spark's JDBC support</a>
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-jdbc.html">Spark's JDBC support</a>
  * and write JSON or XML documents to MarkLogic.
  */
 public interface JdbcImporter extends Executor<JdbcImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/JsonLinesFilesExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/JsonLinesFilesExporter.java
@@ -8,7 +8,7 @@
 
 /**
  * Read rows via Optic from MarkLogic and write them to JSON Lines files on a local filesystem, HDFS, or S3 using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-json.html">Spark's JSON support</a>.
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-json.html">Spark's JSON support</a>.
  */
 public interface JsonLinesFilesExporter extends Executor<JsonLinesFilesExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/OrcFilesExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/OrcFilesExporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read rows via Optic from MarkLogic and write them to ORC files on a local filesystem, HDFS, or S3 using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-orc.html">Spark's ORC support</a>.
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-orc.html">Spark's ORC support</a>.
  */
 public interface OrcFilesExporter extends Executor<OrcFilesExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/OrcFilesImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/OrcFilesImporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read ORC files from supported file locations using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-orc.html">Spark's ORC support</a>,
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-orc.html">Spark's ORC support</a>,
  * and write JSON or XML documents to MarkLogic.
  */
 public interface OrcFilesImporter extends Executor<OrcFilesImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/ParquetFilesExporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/ParquetFilesExporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read rows via Optic from MarkLogic and write them to Parquet files on a local filesystem, HDFS, or S3 using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-parquet.html">Spark's Parquet support</a>.
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-parquet.html">Spark's Parquet support</a>.
  */
 public interface ParquetFilesExporter extends Executor<ParquetFilesExporter> {
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/api/ParquetFilesImporter.java b/flux-cli/src/main/java/com/marklogic/flux/api/ParquetFilesImporter.java
@@ -7,7 +7,7 @@
 
 /**
  * Read Parquet files from supported file locations using
- * <a href="https://spark.apache.org/docs/3.5.6/sql-data-sources-parquet.html">Spark's Parquet support</a>,
+ * <a href="https://spark.apache.org/docs/latest/sql-data-sources-parquet.html">Spark's Parquet support</a>,
  * and write JSON or XML documents to MarkLogic.
  */
 public interface ParquetFilesImporter extends Executor<ParquetFilesImporter> {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/JdbcParams.java b/flux-cli/src/main/java/com/marklogic/flux/impl/JdbcParams.java
@@ -32,7 +32,7 @@ public class JdbcParams<T extends JdbcOptions> implements JdbcOptions<T> {
     @CommandLine.Option(
         names = "--spark-prop",
         description = "Specify any Spark JDBC option defined at " +
-            "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-jdbc.html; e.g. --spark-prop fetchsize=100 ."
+            "%nhttps://spark.apache.org/docs/latest/sql-data-sources-jdbc.html; e.g. --spark-prop fetchsize=100 ."
     )
     private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/custom/AbstractCustomExportCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/custom/AbstractCustomExportCommand.java
@@ -45,7 +45,7 @@ public static class CustomWriteParams implements CustomExportWriteOptions, Cloud
 
         @CommandLine.Option(names = "--mode",
             description = "Specifies how data is written if the path already exists. " +
-                "See %nhttps://spark.apache.org/docs/3.5.6/api/java/org/apache/spark/sql/SaveMode.html for more information. "
+                "See %nhttps://spark.apache.org/docs/latest/api/java/org/apache/spark/sql/SaveMode.html for more information. "
                 + OptionsUtil.VALID_VALUES_DESCRIPTION)
         private SaveMode saveMode = SaveMode.APPEND;
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportAvroFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportAvroFilesCommand.java
@@ -15,7 +15,7 @@
 @CommandLine.Command(
     name = "export-avro-files",
     description = "Read rows via Optic from MarkLogic and write them to Avro files on a local filesystem, HDFS, or S3 " +
-        "using Spark's support defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html ."
+        "using Spark's support defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html ."
 )
 public class ExportAvroFilesCommand extends AbstractExportRowsToFilesCommand<AvroFilesExporter> implements AvroFilesExporter {
 
@@ -37,7 +37,7 @@ public static class WriteAvroFilesParams extends WriteStructuredFilesParams<Writ
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark Avro option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html; e.g. --spark-prop compression=bzip2."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html; e.g. --spark-prop compression=bzip2."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportDelimitedFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportDelimitedFilesCommand.java
@@ -15,7 +15,7 @@
 @CommandLine.Command(
     name = "export-delimited-files",
     description = "Read rows via Optic from MarkLogic and write them to delimited text files on a local filesystem, " +
-        "HDFS, or S3 using Spark's support defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html ."
+        "HDFS, or S3 using Spark's support defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-csv.html ."
 )
 public class ExportDelimitedFilesCommand extends AbstractExportRowsToFilesCommand<DelimitedFilesExporter> implements DelimitedFilesExporter {
 
@@ -39,7 +39,7 @@ public static class WriteDelimitedFilesParams extends WriteStructuredFilesParams
 
         @CommandLine.Option(
             names = {"--spark-prop"},
-            description = "Specify any Spark CSV option defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html; e.g. --spark-prop quoteAll=true."
+            description = "Specify any Spark CSV option defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-csv.html; e.g. --spark-prop quoteAll=true."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportJdbcCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportJdbcCommand.java
@@ -16,7 +16,7 @@
 @CommandLine.Command(
     name = "export-jdbc",
     description = "Read rows via Optic from MarkLogic and write them to a table using Spark's support defined at" +
-        "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-jdbc.html ."
+        "%nhttps://spark.apache.org/docs/latest/sql-data-sources-jdbc.html ."
 )
 public class ExportJdbcCommand extends AbstractCommand<JdbcExporter> implements JdbcExporter {
 
@@ -67,7 +67,7 @@ public static class WriteJdbcParams extends JdbcParams<WriteRowsOptions> impleme
 
         @CommandLine.Option(names = "--mode",
             description = "Specifies how data is written to a table if the table already exists. " +
-                "See %nhttps://spark.apache.org/docs/3.5.6/api/java/org/apache/spark/sql/SaveMode.html for more information. "
+                "See %nhttps://spark.apache.org/docs/latest/api/java/org/apache/spark/sql/SaveMode.html for more information. "
                 + OptionsUtil.VALID_VALUES_DESCRIPTION)
         private SaveMode saveMode = SaveMode.ERRORIFEXISTS;
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportJsonLinesFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportJsonLinesFilesCommand.java
@@ -15,7 +15,7 @@
 @CommandLine.Command(
     name = "export-json-lines-files",
     description = "Read rows via Optic from MarkLogic and write them to JSON Lines files on a local filesystem, HDFS, or S3 " +
-        "using Spark's support defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-json.html ."
+        "using Spark's support defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-json.html ."
 )
 public class ExportJsonLinesFilesCommand extends AbstractExportRowsToFilesCommand<JsonLinesFilesExporter> implements JsonLinesFilesExporter {
 
@@ -30,7 +30,7 @@ public static class WriteJsonFilesParams extends WriteStructuredFilesParams<Writ
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark JSON option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-json.html; e.g. --spark-prop compression=bzip2."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-json.html; e.g. --spark-prop compression=bzip2."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportOrcFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportOrcFilesCommand.java
@@ -15,7 +15,7 @@
 @CommandLine.Command(
     name = "export-orc-files",
     description = "Read rows via Optic from MarkLogic and write them to ORC files on a local filesystem, HDFS, or S3 " +
-        "using Spark's support defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-orc.html ."
+        "using Spark's support defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-orc.html ."
 )
 public class ExportOrcFilesCommand extends AbstractExportRowsToFilesCommand<OrcFilesExporter> implements OrcFilesExporter {
 
@@ -37,7 +37,7 @@ public static class WriteOrcFilesParams extends WriteStructuredFilesParams<Write
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark ORC option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-orc.html; e.g. --spark-prop compression=lz4."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-orc.html; e.g. --spark-prop compression=lz4."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportParquetFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/ExportParquetFilesCommand.java
@@ -15,7 +15,7 @@
 @CommandLine.Command(
     name = "export-parquet-files",
     description = "Read rows via Optic from MarkLogic and write them to Parquet files on a local filesystem, HDFS, or S3 " +
-        "using Spark's support defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-parquet.html ."
+        "using Spark's support defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html ."
 )
 public class ExportParquetFilesCommand extends AbstractExportRowsToFilesCommand<ParquetFilesExporter> implements ParquetFilesExporter {
 
@@ -37,7 +37,7 @@ public static class WriteParquetFilesParams extends WriteStructuredFilesParams<W
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark Parquet option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-parquet.html; e.g. --spark-prop compression=gzip."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-parquet.html; e.g. --spark-prop compression=gzip."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/export/WriteStructuredFilesParams.java b/flux-cli/src/main/java/com/marklogic/flux/impl/export/WriteStructuredFilesParams.java
@@ -15,7 +15,7 @@ public abstract class WriteStructuredFilesParams<T extends WriteFilesOptions> ex
 
     @CommandLine.Option(names = "--mode",
         description = "Specifies how data is written if the path already exists. " +
-            "See %nhttps://spark.apache.org/docs/3.5.6/api/java/org/apache/spark/sql/SaveMode.html for more information. "
+            "See %nhttps://spark.apache.org/docs/latest/api/java/org/apache/spark/sql/SaveMode.html for more information. "
             + OptionsUtil.VALID_VALUES_DESCRIPTION)
     private SaveMode saveMode = SaveMode.APPEND;
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportAggregateJsonFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportAggregateJsonFilesCommand.java
@@ -20,7 +20,7 @@
     name = "import-aggregate-json-files",
     description = "Read either JSON Lines files or files containing arrays of JSON objects from " +
         "local, HDFS, and S3 locations using Spark's support " +
-        "defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-json.html, with each object being written " +
+        "defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-json.html, with each object being written " +
         "as a JSON document to MarkLogic."
 )
 public class ImportAggregateJsonFilesCommand extends AbstractImportFilesCommand<AggregateJsonFilesImporter> implements AggregateJsonFilesImporter {
@@ -51,7 +51,7 @@ public static class ReadJsonFilesParams extends ReadFilesParams<ReadJsonFilesOpt
         @CommandLine.Option(
             names = "--json-lines",
             description = "Specifies that the file contains one JSON object per line, per the JSON Lines format defined at https://jsonlines.org/ , " +
-                "using the Spark JSON data source defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-json.html."
+                "using the Spark JSON data source defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-json.html."
         )
         private boolean jsonLines;
 
@@ -74,7 +74,7 @@ public static class ReadJsonFilesParams extends ReadFilesParams<ReadJsonFilesOpt
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark JSON option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-json.html; e.g. --spark-prop allowComments=true."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-json.html; e.g. --spark-prop allowComments=true."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportAvroFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportAvroFilesCommand.java
@@ -19,7 +19,7 @@
 @CommandLine.Command(
     name = "import-avro-files",
     description = "Read Avro files from supported file locations using Spark's support defined at" +
-        "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html, and write JSON or XML documents " +
+        "%nhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html, and write JSON or XML documents " +
         "to MarkLogic."
 )
 public class ImportAvroFilesCommand extends AbstractImportFilesCommand<AvroFilesImporter> implements AvroFilesImporter {
@@ -56,7 +56,7 @@ public static class ReadAvroFilesParams extends ReadFilesParams<ReadTabularFiles
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark Avro data source option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-avro.html; e.g. --spark-prop ignoreExtension=true. " +
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-avro.html; e.g. --spark-prop ignoreExtension=true. " +
                 "Spark configuration options must be defined via '--spark-conf'."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportDelimitedFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportDelimitedFilesCommand.java
@@ -18,7 +18,7 @@
 @CommandLine.Command(
     name = "import-delimited-files",
     description = "Read delimited text files from supported file locations using Spark's support " +
-        "defined at %nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html, and write JSON or XML documents " +
+        "defined at %nhttps://spark.apache.org/docs/latest/sql-data-sources-csv.html, and write JSON or XML documents " +
         "to MarkLogic."
 )
 public class ImportDelimitedFilesCommand extends AbstractImportFilesCommand<DelimitedFilesImporter> implements DelimitedFilesImporter {
@@ -61,7 +61,7 @@ public static class ReadDelimitedFilesParams extends ReadFilesParams<ReadDelimit
         @CommandLine.Option(
             names = "--spark-prop",
             description = "Specify any Spark CSV option defined at " +
-                "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-csv.html; e.g. --spark-prop quoteAll=true."
+                "%nhttps://spark.apache.org/docs/latest/sql-data-sources-csv.html; e.g. --spark-prop quoteAll=true."
         )
         private Map<String, String> additionalOptions = new HashMap<>();
 
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportJdbcCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportJdbcCommand.java
@@ -20,7 +20,7 @@
 @CommandLine.Command(
     name = "import-jdbc",
     description = "Read rows via JDBC using Spark's support defined at " +
-        "%nhttps://spark.apache.org/docs/3.5.6/sql-data-sources-jdbc.html, and write JSON or XML documents " +
+        "%nhttps://spark.apache.org/docs/latest/sql-data-sources-jdbc.html, and write JSON or XML documents " +
         "to MarkLogic."
 )
 public class ImportJdbcCommand extends AbstractCommand<JdbcImporter> implements JdbcImporter {
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportOrcFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportOrcFilesCommand.java
diff --git a/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportParquetFilesCommand.java b/flux-cli/src/main/java/com/marklogic/flux/impl/importdata/ImportParquetFilesCommand.java
diff --git a/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportAvroFilesOptionsTest.java b/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportAvroFilesOptionsTest.java
diff --git a/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportOrcFilesOptionsTest.java b/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportOrcFilesOptionsTest.java
diff --git a/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportParquetFilesOptionsTest.java b/flux-cli/src/test/java/com/marklogic/flux/impl/importdata/ImportParquetFilesOptionsTest.java
