[T1] Allow fixed length encoding for min/max and deprecate encoding_stats

1. Add `min8`/`max8` fields for encoding fixed length binary encoding for min/max for physical types less than or equal 8 bytes.
2. Deprecate `ColumnMetaData.encoding_stats` and replace with a bool `ColumnMetaData.is_fully_dict_encoded`

Author: alkis

src/main/thrift/parquet.thrift

@@ -242,43 +242,36 @@ struct SizeStatistics {
  * All fields are optional.
  */
 struct Statistics {
-   /**
-    * DEPRECATED: min and max value of the column. Use min_value and max_value.
-    *
-    * Values are encoded using PLAIN encoding, except that variable-length byte
-    * arrays do not include a length prefix.
-    *
-    * These fields encode min and max values determined by signed comparison
-    * only. New files should use the correct order for a column's logical type
-    * and store the values in the min_value and max_value fields.
-    *
-    * To support older readers, these may be set when the column order is
-    * signed.
-    */
+   /* DEPRECATED: do not use */
    1: optional binary max;
    2: optional binary min;
    /** count of null value in the column */
    3: optional i64 null_count;
    /** count of distinct values occurring */
    4: optional i64 distinct_count;
    /**
-    * Lower and upper bound values for the column, determined by its ColumnOrder.
+    * Only one pair of max_value/min_value, max1/min1, max2/min2, max4/min4,
+    * max8/min8 can be set. The pair is determined by the physical type of the
+    * column. Floating point values are bitcasted to integers. Variable length
+    * values are set in min_value/max_value.
+    *
+    * Min and Max are the lower and upper bound values for the column,
+    * respectively, as determined by its ColumnOrder.
     *
     * These may be the actual minimum and maximum values found on a page or column
     * chunk, but can also be (more compact) values that do not exist on a page or
     * column chunk. For example, instead of storing "Blart Versenwald III", a writer
     * may set min_value="B", max_value="C". Such more compact values must still be
     * valid values within the column's logical type.
-    *
-    * Values are encoded using PLAIN encoding, except that variable-length byte
-    * arrays do not include a length prefix.
     */
    5: optional binary max_value;
    6: optional binary min_value;
    /** If true, max_value is the actual maximum value for a column */
    7: optional bool is_max_value_exact;
    /** If true, min_value is the actual minimum value for a column */
    8: optional bool is_min_value_exact;
+   9: optional i64 max8;
+   10: optional i64 min8;
 }
 
 /** Empty structs to use as logical type annotations */
@@ -810,9 +803,13 @@ struct ColumnMetaData {
   /** optional statistics for this column chunk */
   12: optional Statistics statistics;
 
-  /** Set of all encodings used for pages in this column chunk.
+  /**
+   * DEPRECATED: use is_fully_dict_encoded instead
+   *
+   * Set of all encodings used for pages in this column chunk.
    * This information can be used to determine if all data pages are
-   * dictionary encoded for example **/
+   * dictionary encoded for example
+   */
   13: optional list<PageEncodingStats> encoding_stats;
 
   /** Byte offset from beginning of file to Bloom filter data. **/
@@ -833,6 +830,9 @@ struct ColumnMetaData {
    * filter pushdown.
    */
   16: optional SizeStatistics size_statistics;
+
+  /** If true, all data pages are dictionary encoded **/
+  17: optional bool is_fully_dict_encoded;
 }
 
 struct EncryptionWithFooterKey {