From d6e04ea1ccbbaf3d793e361e5067a35cb9940f68 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Sat, 14 Dec 2024 14:41:02 -0500
Subject: [PATCH 01/14] Enable readColumn to read all rows

---
 src/column.js | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/src/column.js b/src/column.js
index a72967d..037acc5 100644
--- a/src/column.js
+++ b/src/column.js
@@ -10,7 +10,7 @@ import { concat } from './utils.js'
  * Parse column data from a buffer.
  *
  * @param {DataReader} reader
- * @param {number} rowLimit maximum number of rows to read
+ * @param {number} rowLimit maximum number of rows to read (Infinity reads all rows)
  * @param {ColumnMetaData} columnMetadata column metadata
  * @param {SchemaTree[]} schemaPath schema path for the column
  * @param {ParquetReadOptions} options read options
@@ -24,6 +24,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   const rowData = []
 
   while (rowData.length < rowLimit) {
+    if (reader.offset >= reader.view.byteLength - 1) break // end of reader
     // parse column header
     const header = parquetHeader(reader)
     // assert(header.compressed_page_size !== undefined)
@@ -93,11 +94,13 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
     }
     reader.offset += header.compressed_page_size
   }
-  if (rowData.length < rowLimit) {
-    throw new Error(`parquet row data length ${rowData.length} does not match row group limit ${rowLimit}}`)
-  }
-  if (rowData.length > rowLimit) {
-    rowData.length = rowLimit // truncate to row limit
+  if (rowLimit !== Infinity) {
+    if (rowData.length < rowLimit) {
+      throw new Error(`parquet row data length ${rowData.length} does not match row group limit ${rowLimit}}`)
+    }
+    if (rowData.length > rowLimit) {
+      rowData.length = rowLimit // truncate to row limit
+    }
   }
   return rowData
 }

From b4a79b0c74e9362c5543c62dcc7a59aa1055f1ed Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Sat, 14 Dec 2024 15:18:49 -0500
Subject: [PATCH 02/14] Refactor readColumn to use hasRowLimit

---
 src/column.js | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/column.js b/src/column.js
index 037acc5..dd4bc5f 100644
--- a/src/column.js
+++ b/src/column.js
@@ -22,8 +22,9 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   let dictionary = undefined
   /** @type {any[]} */
   const rowData = []
+  const hasRowLimit = rowLimit ?? isFinite(rowLimit)
 
-  while (rowData.length < rowLimit) {
+  while (rowData.length < rowLimit || !hasRowLimit) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader
     // parse column header
     const header = parquetHeader(reader)
@@ -94,7 +95,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
     }
     reader.offset += header.compressed_page_size
   }
-  if (rowLimit !== Infinity) {
+  if (hasRowLimit) {
     if (rowData.length < rowLimit) {
       throw new Error(`parquet row data length ${rowData.length} does not match row group limit ${rowLimit}}`)
     }

From 3a29c7dab004b7f5ffa7b5b0797d09239639e589 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Sat, 14 Dec 2024 16:24:19 -0500
Subject: [PATCH 03/14] Simplify hasRowLimit condition

---
 src/column.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/column.js b/src/column.js
index dd4bc5f..36debbf 100644
--- a/src/column.js
+++ b/src/column.js
@@ -22,7 +22,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   let dictionary = undefined
   /** @type {any[]} */
   const rowData = []
-  const hasRowLimit = rowLimit ?? isFinite(rowLimit)
+  const hasRowLimit = rowLimit > 0 && isFinite(rowLimit)
 
   while (rowData.length < rowLimit || !hasRowLimit) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader

From 24fa3148635c7bc081f6e40224a541f6af41d255 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Sat, 14 Dec 2024 16:43:20 -0500
Subject: [PATCH 04/14] Check less common condition first

---
 src/column.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/column.js b/src/column.js
index 36debbf..830c251 100644
--- a/src/column.js
+++ b/src/column.js
@@ -22,7 +22,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   let dictionary = undefined
   /** @type {any[]} */
   const rowData = []
-  const hasRowLimit = rowLimit > 0 && isFinite(rowLimit)
+  const hasRowLimit = isFinite(rowLimit) && rowLimit >= 0
 
   while (rowData.length < rowLimit || !hasRowLimit) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader

From 764d40e820d184b5486ec6b93cd2200e851d8c08 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:29:33 -0500
Subject: [PATCH 05/14] add readColumn test files

---
 test/files/adam_genotypes.columns.json        |   389 +
 test/files/brotli_compressed.columns.json     |    22 +
 test/files/byte_array_decimal.columns.json    |    30 +
 .../files/byte_stream_split.zstd.columns.json |   608 +
 ...te_stream_split_extended.gzip.columns.json |  5232 ++++++
 .../concatenated_gzip_members.columns.json    |   519 +
 test/files/datapage_v2.snappy.columns.json    |    56 +
 test/files/delta_binary_packed.columns.json   | 13336 ++++++++++++++++
 test/files/delta_byte_array.columns.json      |  9022 +++++++++++
 ...elta_encoding_optional_column.columns.json |  1738 ++
 ...elta_encoding_required_column.columns.json |  1738 ++
 .../delta_length_byte_array.columns.json      |  1006 ++
 test/files/dict-page-offset-zero.columns.json |    45 +
 test/files/duckdb2557.columns.json            |  1451 ++
 test/files/duckdb3734.columns.json            |   216 +
 test/files/duckdb4442.columns.json            |    55 +
 test/files/duckdb5533.columns.json            |    34 +
 test/files/fixed_length_decimal.columns.json  |    30 +
 .../float16_nonzeros_and_nans.columns.json    |    14 +
 test/files/hadoop_lz4_compressed.columns.json |    22 +
 test/files/incorrect_map_schema.columns.json  |    20 +
 test/files/issue23.columns.json               |   793 +
 test/files/lz4_raw_compressed.columns.json    |    22 +
 test/files/nested_structs.rust.columns.json   |   652 +
 test/files/nonnullable.impala.columns.json    |    79 +
 test/files/nullable.impala.columns.json       |   605 +
 ...in-dict-uncompressed-checksum.columns.json |  2008 +++
 .../files/repeated_no_annotation.columns.json |    60 +
 test/files/rle_boolean_encoding.columns.json  |    74 +
 test/files/rowgroups.columns.json             |    25 +
 test/files/struct_strings.columns.json        |    12 +
 test/files/unsigned.columns.json              |    20 +
 32 files changed, 39933 insertions(+)
 create mode 100644 test/files/adam_genotypes.columns.json
 create mode 100644 test/files/brotli_compressed.columns.json
 create mode 100644 test/files/byte_array_decimal.columns.json
 create mode 100644 test/files/byte_stream_split.zstd.columns.json
 create mode 100644 test/files/byte_stream_split_extended.gzip.columns.json
 create mode 100644 test/files/concatenated_gzip_members.columns.json
 create mode 100644 test/files/datapage_v2.snappy.columns.json
 create mode 100644 test/files/delta_binary_packed.columns.json
 create mode 100644 test/files/delta_byte_array.columns.json
 create mode 100644 test/files/delta_encoding_optional_column.columns.json
 create mode 100644 test/files/delta_encoding_required_column.columns.json
 create mode 100644 test/files/delta_length_byte_array.columns.json
 create mode 100644 test/files/dict-page-offset-zero.columns.json
 create mode 100644 test/files/duckdb2557.columns.json
 create mode 100644 test/files/duckdb3734.columns.json
 create mode 100644 test/files/duckdb4442.columns.json
 create mode 100644 test/files/duckdb5533.columns.json
 create mode 100644 test/files/fixed_length_decimal.columns.json
 create mode 100644 test/files/float16_nonzeros_and_nans.columns.json
 create mode 100644 test/files/hadoop_lz4_compressed.columns.json
 create mode 100644 test/files/incorrect_map_schema.columns.json
 create mode 100644 test/files/issue23.columns.json
 create mode 100644 test/files/lz4_raw_compressed.columns.json
 create mode 100644 test/files/nested_structs.rust.columns.json
 create mode 100644 test/files/nonnullable.impala.columns.json
 create mode 100644 test/files/nullable.impala.columns.json
 create mode 100644 test/files/plain-dict-uncompressed-checksum.columns.json
 create mode 100644 test/files/repeated_no_annotation.columns.json
 create mode 100644 test/files/rle_boolean_encoding.columns.json
 create mode 100644 test/files/rowgroups.columns.json
 create mode 100644 test/files/struct_strings.columns.json
 create mode 100644 test/files/unsigned.columns.json

diff --git a/test/files/adam_genotypes.columns.json b/test/files/adam_genotypes.columns.json
new file mode 100644
index 0000000..efdc7d2
--- /dev/null
+++ b/test/files/adam_genotypes.columns.json
@@ -0,0 +1,389 @@
+[
+  [
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        [
+          "name"
+        ]
+      ]
+    ],
+    [
+      [
+        false
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        null
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      [
+        []
+      ]
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ],
+    [
+      false
+    ],
+    [
+      false
+    ],
+    [
+      null
+    ],
+    [
+      null
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/brotli_compressed.columns.json b/test/files/brotli_compressed.columns.json
new file mode 100644
index 0000000..a02b19b
--- /dev/null
+++ b/test/files/brotli_compressed.columns.json
@@ -0,0 +1,22 @@
+[
+  [
+    [
+      1593604800,
+      1593604800,
+      1593604801,
+      1593604801
+    ],
+    [
+      "abc",
+      "def",
+      "abc",
+      "def"
+    ],
+    [
+      42,
+      7.7,
+      42.125,
+      7.7
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/byte_array_decimal.columns.json b/test/files/byte_array_decimal.columns.json
new file mode 100644
index 0000000..7e7b52d
--- /dev/null
+++ b/test/files/byte_array_decimal.columns.json
@@ -0,0 +1,30 @@
+[
+  [
+    [
+      1,
+      2,
+      3,
+      4,
+      5,
+      6,
+      7,
+      8,
+      9,
+      10,
+      11,
+      12,
+      13,
+      14,
+      15,
+      16,
+      17,
+      18,
+      19,
+      20,
+      21,
+      22,
+      23,
+      24
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/byte_stream_split.zstd.columns.json b/test/files/byte_stream_split.zstd.columns.json
new file mode 100644
index 0000000..6c545d0
--- /dev/null
+++ b/test/files/byte_stream_split.zstd.columns.json
@@ -0,0 +1,608 @@
+[
+  [
+    [
+      1.764052391052246,
+      0.40015721321105957,
+      0.978738009929657,
+      2.2408931255340576,
+      1.8675580024719238,
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+      0.9500884413719177,
+      -0.15135720372200012,
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+      0.4105985164642334,
+      0.14404356479644775,
+      1.4542734622955322,
+      0.7610377073287964,
+      0.12167501449584961,
+      0.44386324286460876,
+      0.3336743414402008,
+      1.4940791130065918,
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+      0.3130677044391632,
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+      0.8644362092018127,
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+      0.04575851559638977,
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+      1.5327792167663574,
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\ No newline at end of file
diff --git a/test/files/byte_stream_split_extended.gzip.columns.json b/test/files/byte_stream_split_extended.gzip.columns.json
new file mode 100644
index 0000000..49f6beb
--- /dev/null
+++ b/test/files/byte_stream_split_extended.gzip.columns.json
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diff --git a/test/files/concatenated_gzip_members.columns.json b/test/files/concatenated_gzip_members.columns.json
new file mode 100644
index 0000000..44d5ac1
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\ No newline at end of file
diff --git a/test/files/datapage_v2.snappy.columns.json b/test/files/datapage_v2.snappy.columns.json
new file mode 100644
index 0000000..52fa085
--- /dev/null
+++ b/test/files/datapage_v2.snappy.columns.json
@@ -0,0 +1,56 @@
+[
+  [
+    [
+      "abc",
+      "abc",
+      "abc",
+      null,
+      "abc"
+    ],
+    [
+      1,
+      2,
+      3,
+      4,
+      5
+    ],
+    [
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+      2
+    ],
+    [
+      true,
+      true,
+      true,
+      false,
+      true
+    ],
+    [
+      [
+        [
+          1,
+          2,
+          3
+        ]
+      ],
+      [],
+      [],
+      [
+        [
+          1,
+          2,
+          3
+        ]
+      ],
+      [
+        [
+          1,
+          2
+        ]
+      ]
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/delta_binary_packed.columns.json b/test/files/delta_binary_packed.columns.json
new file mode 100644
index 0000000..1e0263e
--- /dev/null
+++ b/test/files/delta_binary_packed.columns.json
@@ -0,0 +1,13336 @@
+[
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+]
\ No newline at end of file
diff --git a/test/files/delta_byte_array.columns.json b/test/files/delta_byte_array.columns.json
new file mode 100644
index 0000000..9a67c0c
--- /dev/null
+++ b/test/files/delta_byte_array.columns.json
@@ -0,0 +1,9022 @@
+[
+  [
+    [
+      "AAAAAAAAIODAAAAA",
+      "AAAAAAAAHODAAAAA",
+      "AAAAAAAAGODAAAAA",
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+      "Janis",
+      "Alexis",
+      "Sheila",
+      "Sherri",
+      "Jessica",
+      "Anita",
+      "Charles",
+      null,
+      "John",
+      "James",
+      null,
+      "Linda",
+      "Ethel",
+      "Thomas",
+      "John",
+      "Wanda",
+      "Etta",
+      "Manuel",
+      "Bobby",
+      "John",
+      "Robert",
+      "Stephanie",
+      "Melva",
+      "Laureen",
+      "Lee",
+      "Eula",
+      "Nellie",
+      "Andrew",
+      "Mildred",
+      null,
+      "Denise",
+      "Yolanda",
+      "Nancy",
+      "James",
+      "Jorge",
+      "Yolonda",
+      "Pauline",
+      "David",
+      "Charles",
+      "Dana",
+      "Randall",
+      "Charles",
+      "Alexander",
+      "Charlotte",
+      "Joseph",
+      "Timothy",
+      "Arthur",
+      "Julia",
+      "Sue",
+      "Anderson",
+      "Bernice",
+      "Maribel",
+      "Leroy",
+      "Paul",
+      "Sally",
+      "Richard",
+      "Jennifer",
+      "Carrie",
+      "Jamar",
+      "Virginia",
+      "Eldon",
+      "William",
+      "Julia",
+      "Amy",
+      "Ethelyn",
+      "Douglas",
+      "George",
+      "Shawn",
+      "Grace",
+      null,
+      "Katrina",
+      "Victoria",
+      "Betty",
+      "Michael",
+      "Dewey",
+      "Gary",
+      "Barry",
+      "Fred",
+      "Betty",
+      "Louann",
+      "John",
+      "James",
+      "Robert",
+      "Michelle",
+      "Carrie",
+      "Eric",
+      "Steven",
+      "John",
+      "Roger",
+      "Will",
+      "Noemi",
+      "Robert",
+      "Samuel",
+      null,
+      "Dionne",
+      "Karen",
+      "Valerie",
+      "Karen",
+      "Jennifer",
+      "Patrick",
+      "Joni",
+      "Leonard",
+      "Darlene",
+      "Martha",
+      "Viola",
+      null,
+      "Tara",
+      "Melissa",
+      null,
+      "Everett",
+      "Isela",
+      "Christopher",
+      "John",
+      "Margaret",
+      "Kristin",
+      "Jerald",
+      "Vera",
+      "Jerry",
+      "Douglas",
+      null,
+      "Flor",
+      "Herbert",
+      "Michael",
+      "Tammara",
+      "Kenneth",
+      null,
+      "Judith",
+      "Sheldon",
+      "Robert",
+      "Gary",
+      "Kim",
+      "Minnie",
+      "Jose",
+      "Patti",
+      "Laurence",
+      "James",
+      "Pauline",
+      "Evelyn",
+      "Claudia",
+      "Kevin",
+      "Emanuel",
+      "Tonya",
+      "Helen",
+      "Carlos",
+      "Kermit",
+      "Lena",
+      "Jennifer",
+      "Doris",
+      "Lisa",
+      "Charles",
+      "Felica",
+      "Charles",
+      "Jan",
+      "Jeffrey",
+      "Joseph",
+      "James",
+      "Marina",
+      "Jason",
+      "Machelle",
+      "Dale",
+      "Janice",
+      "Cheri",
+      "Kristin",
+      "Christina",
+      "Dolores",
+      "Michael",
+      "James",
+      "Amber",
+      "Nancy",
+      "Brandi",
+      "Shawn",
+      "Jean",
+      "Jose",
+      "Leonel",
+      "Sonia",
+      "Brian",
+      "Fletcher",
+      "Michael",
+      "Myrtle",
+      "Brian",
+      "Brigida",
+      "Barbara",
+      "Ambrose",
+      "Haywood",
+      "Russell",
+      "Dottie",
+      "Jeanette",
+      "Derek",
+      "Charlie",
+      "Lawrence",
+      "Hollie",
+      "Veronica",
+      "Howard",
+      "Warren",
+      "Mariela",
+      "Kristin",
+      "Eunice",
+      "Carrie",
+      "Bobby",
+      "Joel",
+      "Richard",
+      "Jesse",
+      "Kathryn",
+      "Lynda",
+      "Janet",
+      "Ines",
+      "Joseph",
+      "Ashley",
+      "Jay",
+      "Shelley",
+      "Lan",
+      "Julio",
+      "Helen",
+      "Dennis",
+      "Marie",
+      "Anthony",
+      "Doris",
+      "Sammie",
+      "Robert",
+      "Cedric",
+      "Ronald",
+      "Darrell",
+      "Cynthia",
+      "Issac",
+      "Gladys",
+      "Bessie",
+      "Danny",
+      "Diane",
+      "Craig",
+      "Matthew",
+      "Allison",
+      null,
+      "Mattie",
+      "Maurice",
+      "Kayleen",
+      "Chester",
+      "Teri",
+      "Joseph",
+      "Marc",
+      "Dorothy",
+      "Cleo",
+      "Clayton",
+      "Jason",
+      "Paul",
+      "Aaron",
+      "Catherine",
+      "Penelope",
+      "Ethel",
+      "Matthew",
+      "William",
+      "Sarah",
+      "Lance",
+      "Raymond",
+      "Albert",
+      "Colby",
+      "Jennifer",
+      "Rosemary",
+      "Brenda",
+      "Bruce",
+      "Amanda",
+      "Eleanor",
+      "Daniel",
+      "Scott",
+      "Kelly",
+      "Thomas",
+      "Chris",
+      "Susan",
+      "Kimberly",
+      "Linda",
+      "Rose",
+      "Colby",
+      "Carl",
+      "Mark",
+      "Gloria",
+      "Gloria",
+      "Ronald",
+      "David",
+      "Carla",
+      "Michael",
+      "Maxine",
+      "Beth",
+      "Freda",
+      "Arnold",
+      "Stanford",
+      "Aaron",
+      "Damaris",
+      "Donald",
+      "Hilda",
+      "Bobby",
+      "Herbert",
+      "Bonnie",
+      "James",
+      "Daniel",
+      "Raymond",
+      "Angie",
+      "Paul",
+      "Bruno",
+      "Jeanette",
+      "Michael",
+      "Steven",
+      "Francisco",
+      "Anne",
+      "Jeanette",
+      "Pauline",
+      "Wesley",
+      "Fiona",
+      "Jill",
+      "Stuart",
+      "Catherine",
+      null,
+      null,
+      "Richard",
+      "Barbara",
+      "Kymberly",
+      "Matthew",
+      "Belle",
+      null,
+      "Donna",
+      "Veronica",
+      "John",
+      "Agnes",
+      "Johnny",
+      "Christopher",
+      "Jose",
+      "Jeffrey",
+      "Kenneth",
+      "Fred",
+      "Monica",
+      "Benton",
+      "Sunshine",
+      "Jerrie",
+      "Brian",
+      "Evelyn",
+      "Rosemary",
+      "Anthony",
+      "Benjamin",
+      "Ross",
+      "Anthony",
+      null,
+      null,
+      "Darrell",
+      "John",
+      "John",
+      "Ashley",
+      "Kathy",
+      "Peter",
+      "Matt",
+      "James",
+      "Luz",
+      "Concepcion",
+      "Richard",
+      "Gina",
+      "Gerald",
+      "Iris",
+      "Lee",
+      "Christy",
+      "Michael",
+      null,
+      "Heather",
+      "Billy",
+      "Ralph",
+      "Florence",
+      "Nancy",
+      "Ruth",
+      "Carolyn",
+      "Ima",
+      "Stephen",
+      "Adam",
+      "Joseph",
+      null,
+      "Tommy",
+      "Christopher",
+      "William",
+      "Rachel",
+      "Bernard",
+      "David",
+      "Janice",
+      "Helen",
+      "Everett",
+      "Claudia",
+      "Ashley",
+      "Diane",
+      "William",
+      "Ann",
+      "Dessie",
+      "Walter",
+      "Laura",
+      "Claude",
+      "Rebecca",
+      "Angela",
+      "Honey",
+      "Steven",
+      "Carl",
+      "Clyde",
+      "Petra",
+      "Kevin",
+      "Michael",
+      "Tiffanie",
+      "Robert",
+      "Troy",
+      "Richard",
+      "Derick",
+      "Cindy",
+      "Leonard",
+      "Earl",
+      "Rosalie",
+      "Russell",
+      "Stephen",
+      "James",
+      "Lance",
+      "Scott",
+      "Carrie",
+      "Elizabeth",
+      "Sean",
+      "Sean",
+      "Becky",
+      "Salvador",
+      "Dustin",
+      "Harry",
+      "David",
+      "Janet",
+      "Shirlene",
+      null,
+      "Daniel",
+      "Angelia",
+      null,
+      "Roscoe",
+      "Adela",
+      "Rudolph",
+      "Omar",
+      "Kenny",
+      "William",
+      "Roy",
+      "Cody",
+      "James",
+      "Jacqueline",
+      "Lillian",
+      "Archie",
+      "Christene",
+      null,
+      "Barbara",
+      "Diane",
+      "Curtis",
+      "Karla",
+      "Floyd",
+      "Brian",
+      "Heriberto",
+      "Christine",
+      "Clifford",
+      "Trena",
+      "James",
+      "Ted",
+      "Edwardo",
+      "Dusty",
+      "Debra",
+      "Shawn",
+      "Deborah",
+      "William",
+      "David",
+      "Corey",
+      "Jack",
+      "Romona",
+      "Bruce",
+      "Vincent",
+      "Florence",
+      "Marilyn",
+      "Yvette",
+      "Clifford",
+      "Peter",
+      "Michael",
+      "Joseph",
+      "Robert",
+      "Robert",
+      "Gladys",
+      "Joshua",
+      "Bonnie",
+      "Kathryn",
+      "Linda",
+      "Heather",
+      null,
+      "Rosa",
+      "Randy",
+      "Samantha",
+      "Walter",
+      "Ricky",
+      "Richard",
+      "Eleanor",
+      "Kathleen",
+      "Carly",
+      "Pamela",
+      "Wendy",
+      "Jeanne",
+      "Lydia",
+      "James",
+      "Timothy",
+      "Ebony",
+      "Robert",
+      "Oscar",
+      "Oscar",
+      "Charles",
+      "Inez",
+      "Carlos",
+      "Anthony",
+      "Timothy",
+      "David",
+      "Sue",
+      "Lucas",
+      "Cecil",
+      "Gilberto",
+      "Marie",
+      "Roberto",
+      "Debra",
+      "Catherine",
+      "Marjorie",
+      "Roger",
+      "Elizabeth",
+      "Vivian",
+      "Timothy",
+      "David",
+      "Delia",
+      "Christine",
+      "Julius",
+      "Brandi",
+      "Michele",
+      "Tina",
+      "Daniel",
+      "Stephen",
+      "Katharine",
+      "Issac",
+      "Christopher",
+      null,
+      "Dan",
+      "Jack",
+      "Polly",
+      "Renee",
+      "Carolyn",
+      "Freddie",
+      "Richard",
+      "Karen",
+      "Floyd",
+      "Allen",
+      "David",
+      "Alfred",
+      "Alfred",
+      "Charles",
+      "Anne",
+      "Frank",
+      "Benjamin",
+      "James",
+      "Jodi",
+      "Jeffrey",
+      "Jeannette",
+      "Austin",
+      "David",
+      "Stewart",
+      "Shaun",
+      "Elizabeth",
+      "Craig",
+      "Clyde",
+      "Crystal",
+      "Heather",
+      "Nathan",
+      "Helen",
+      "Phyllis",
+      "Kevin",
+      "Marvin",
+      "Michele",
+      "Ami",
+      "Daisy",
+      "Max",
+      "Jessica",
+      "Eleanor",
+      "Sandi",
+      "Wanda",
+      "Darrin",
+      "Craig",
+      "Annie",
+      "Eric",
+      "David",
+      "Bradley",
+      "Roderick",
+      "James",
+      "Steven",
+      "Arthur",
+      "Gerald",
+      "Julie",
+      "Rodney",
+      "Michael",
+      "Frank",
+      "Matthew",
+      "Joseph",
+      "Dollie",
+      "Melanie",
+      "Cecil",
+      "Travis",
+      "Pamela",
+      "Beryl",
+      "Donna",
+      "Paul",
+      "Wendy",
+      "David",
+      "Christopher",
+      "Steven",
+      "Jill",
+      "Luis",
+      "Jane",
+      null,
+      "Mabel",
+      "William",
+      "Deborah",
+      "Maxine",
+      "Jacqueline",
+      "Neil",
+      "Ha",
+      "Dwight",
+      "Anthony",
+      "Marie",
+      null,
+      "Donna",
+      "Kenneth",
+      "William",
+      "Pamela",
+      "Margaret",
+      "Edith",
+      "Shawn",
+      "Monique",
+      "Nancy",
+      "Paul",
+      null,
+      "Victor",
+      "Naomi",
+      "Stanton",
+      "Andre",
+      "Brad",
+      "Lee",
+      "Margie",
+      "Tonya",
+      "Jack",
+      "Rosalinda",
+      "Margaret",
+      "Betty",
+      "Albert",
+      "Karl",
+      "Ollie",
+      "Fonda",
+      "Brunilda",
+      "Robert",
+      "Michael",
+      "Latisha",
+      "Amy",
+      "Javier"
+    ],
+    [
+      "Bailey",
+      "Clark",
+      "Joyner",
+      null,
+      "Davis",
+      "Smith",
+      "Archie",
+      "Fountain",
+      "Dabney",
+      "Aleman",
+      "Thames",
+      "Hoyt",
+      "Wall",
+      "Norris",
+      "Larson",
+      "Crowley",
+      "Loomis",
+      "Palmer",
+      "Mcdowell",
+      "Benson",
+      "Bell",
+      "Moore",
+      "Roden",
+      "Slocum",
+      "Beatty",
+      "Cook",
+      "Rickard",
+      "Johnson",
+      "Duke",
+      "Waggoner",
+      "White",
+      "Burrows",
+      "Hill",
+      "Sheehan",
+      "Bowles",
+      "Aponte",
+      "Ramos",
+      "Godfrey",
+      "Warren",
+      "Guzman",
+      "Thayer",
+      "King",
+      "Banks",
+      "Simpson",
+      "Flores",
+      "Bryant",
+      "White",
+      "Albert",
+      null,
+      "Bailey",
+      "Phillips",
+      "Roberts",
+      "Wynne",
+      "Boles",
+      "Fountain",
+      "Carter",
+      "Stephens",
+      "Johnson",
+      "Murray",
+      "Irwin",
+      "Moore",
+      "Martinez",
+      "Martin",
+      "Haley",
+      "Farmer",
+      "Williams",
+      "Bond",
+      "Ball",
+      "Dye",
+      "Akers",
+      "Mcdonald",
+      "Hunter",
+      "Casillas",
+      "Hardy",
+      "Rasmussen",
+      "Chew",
+      "Delgado",
+      "Harness",
+      "Tillery",
+      "Hudson",
+      "Harris",
+      "Sanders",
+      "Rodgers",
+      "Bearden",
+      "Soto",
+      "Fultz",
+      "Nielson",
+      "Blanco",
+      "Parsons",
+      "Ortiz",
+      "Schuler",
+      "Hailey",
+      "Smith",
+      "Child",
+      "Ahrens",
+      "Jones",
+      "Hunter",
+      "Robinson",
+      "Fenton",
+      "Brill",
+      "Marsh",
+      "Mcdonnell",
+      "Williams",
+      "Newton",
+      "Malloy",
+      "Sanchez",
+      "Butler",
+      "Pope",
+      "Saunders",
+      "Angel",
+      "Fabian",
+      "Farley",
+      "Bartley",
+      "Peck",
+      "Pierce",
+      "Morrison",
+      "Todd",
+      "Roberson",
+      "Hughes",
+      "Estes",
+      "Stout",
+      "Long",
+      "Lyons",
+      "Taylor",
+      "Howell",
+      "White",
+      "Dawkins",
+      "Horn",
+      "Adams",
+      "Beckwith",
+      "Dominguez",
+      "Thompson",
+      "Orourke",
+      "Mccreary",
+      "Carter",
+      "Kelly",
+      "Wiggins",
+      "Simpson",
+      "Butler",
+      "Casanova",
+      "Grimes",
+      "Larson",
+      "Hankins",
+      "Brewer",
+      null,
+      "Livingston",
+      "Ortiz",
+      "Boston",
+      "Dupont",
+      "Baker",
+      "Conyers",
+      "Arias",
+      "Riggs",
+      "Labbe",
+      "Buchanan",
+      "Kuhn",
+      "Michael",
+      "Moore",
+      "Miller",
+      "Jones",
+      "Salazar",
+      "Welsh",
+      "Numbers",
+      "Bray",
+      "Young",
+      "Burke",
+      "Adams",
+      "Villanueva",
+      "Eaves",
+      "Garcia",
+      "Sheppard",
+      null,
+      "Robinson",
+      "Foster",
+      "Alger",
+      "Smith",
+      "Higgins",
+      "Lopez",
+      "Shay",
+      "Joyce",
+      "Jackson",
+      "Sullivan",
+      "Johnson",
+      "Lacey",
+      "Harbin",
+      "Martinez",
+      null,
+      "Foley",
+      "Price",
+      "Kay",
+      "Haggerty",
+      "Waldron",
+      "Simpson",
+      "Randolph",
+      "Carroll",
+      "Lane",
+      "Gagnon",
+      "Harper",
+      "Lynch",
+      "Davis",
+      "Fuller",
+      "Chavis",
+      "Harris",
+      "Crawford",
+      "Adams",
+      "Shelton",
+      "Albert",
+      "Finch",
+      "Miller",
+      null,
+      "Torres",
+      "Rodgers",
+      "Pearson",
+      "Martin",
+      "Rodriquez",
+      "Robinson",
+      "Wilson",
+      "Pierce",
+      "Williams",
+      "Helms",
+      "Martinez",
+      "Edwards",
+      "Johnson",
+      "Thompson",
+      "Hinton",
+      "Young",
+      "Stephens",
+      "Martinez",
+      "Brown",
+      "Loveless",
+      "Porter",
+      "Johnson",
+      "Wright",
+      "Levi",
+      "Saylor",
+      "Smith",
+      "Miller",
+      "Byrd",
+      "Orr",
+      "Buchanan",
+      "Jones",
+      "Allison",
+      "Stephens",
+      "Wells",
+      "Owens",
+      "Peeler",
+      "Sanchez",
+      "Phillips",
+      "Rojas",
+      "Wade",
+      "Wilson",
+      "Waters",
+      "Allen",
+      "May",
+      "Ross",
+      "Johnson",
+      "Mcdaniel",
+      "Aldridge",
+      "Adams",
+      "Gulley",
+      "Mcmanus",
+      "Baker",
+      "Davis",
+      "Williams",
+      "Andrade",
+      "Carroll",
+      "Madsen",
+      "Wells",
+      "Brown",
+      "Ponce",
+      "Grider",
+      "Lyles",
+      "Orourke",
+      "Brown",
+      "Clay",
+      "Fitzpatrick",
+      "Chappell",
+      "Hightower",
+      "Hudson",
+      "Peterson",
+      "Rodriguez",
+      "Bush",
+      "Brown",
+      "Fuller",
+      "Cole",
+      "Chastain",
+      "Nelson",
+      "Hunt",
+      "Copley",
+      "Anderson",
+      "Matthews",
+      "Smith",
+      "Santana",
+      "Wise",
+      "Caldwell",
+      "Cady",
+      "Travers",
+      "Smith",
+      "Jones",
+      "Moore",
+      "Mcgee",
+      "Wise",
+      "Ortega",
+      "Chase",
+      "Eaton",
+      "Merritt",
+      "Johnson",
+      "Harrell",
+      "Burgess",
+      "Carl",
+      "Lang",
+      "Hawkins",
+      "Thompson",
+      "Sandlin",
+      "Martin",
+      "Spencer",
+      "Thompson",
+      "Langford",
+      "Butler",
+      "Smith",
+      "Derr",
+      "Cohn",
+      "Ferrell",
+      "Weldon",
+      "Middleton",
+      "Rubio",
+      "Paquette",
+      "Albright",
+      "Lee",
+      "Madison",
+      "Greer",
+      "Barnette",
+      "Dudley",
+      "Valdez",
+      "Brown",
+      "Null",
+      "Nelson",
+      "Smith",
+      "Davis",
+      "Hamilton",
+      "Hamilton",
+      "Hall",
+      "Ayala",
+      "Field",
+      "Smith",
+      "Ross",
+      "Robbins",
+      "Lanier",
+      "Davis",
+      "Prado",
+      "Marshall",
+      "Campbell",
+      "Tyler",
+      "Martinez",
+      null,
+      "Taylor",
+      "Glaze",
+      "Miller",
+      "William",
+      "Caldwell",
+      "Leeper",
+      "Black",
+      "Warren",
+      "Smith",
+      "Munoz",
+      "Marquez",
+      "Haynes",
+      "Gill",
+      "Hall",
+      "Patterson",
+      "Kilgore",
+      "Booth",
+      "Gulley",
+      "Cooper",
+      "Blair",
+      "Utley",
+      "Richards",
+      "Smith",
+      "Johnson",
+      "Hutchings",
+      "Haley",
+      "Crawford",
+      "Mueller",
+      "Carroll",
+      "Muller",
+      "Hudson",
+      "Peterson",
+      "Boone",
+      "Nelson",
+      "Smith",
+      "Lane",
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+      "CROATIA",
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+      "UKRAINE",
+      "HAITI",
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+      "UNITED KINGDOM",
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+      "KUWAIT",
+      "MALTA",
+      "PITCAIRN",
+      "ETHIOPIA",
+      "INDONESIA",
+      "BAHAMAS",
+      "SAN MARINO",
+      "HAITI",
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+      "NIGERIA",
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+      "HAITI",
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+      "KIRIBATI",
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+      "ALGERIA",
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+      "NAURU",
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+      "SERBIA",
+      "POLAND",
+      "C�TE D'IVOIRE",
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+      "CHINA",
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+      "HONDURAS",
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+      "TIMOR-LESTE",
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+      "HONDURAS",
+      "HUNGARY",
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+      "PAKISTAN",
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+      "BERMUDA",
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+      "TUNISIA",
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+      "IRAQ",
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+      "BOTSWANA",
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+      "KAZAKHSTAN",
+      "CYPRUS",
+      "NIUE",
+      "ROMANIA",
+      "GUATEMALA",
+      "NETHERLANDS ANTILLES",
+      "CANADA",
+      "CHINA",
+      "LIECHTENSTEIN",
+      "PANAMA",
+      "GUINEA",
+      "LESOTHO",
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+      "ANGOLA",
+      "AMERICAN SAMOA",
+      "SURINAME",
+      "UNITED ARAB EMIRATES",
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+      "SLOVAKIA",
+      "SRI LANKA",
+      "MACAO",
+      "LATVIA",
+      "CZECH REPUBLIC",
+      "ALBANIA",
+      "TOKELAU",
+      "MALI",
+      "UGANDA",
+      "SWITZERLAND",
+      "GREECE",
+      "VENEZUELA",
+      "PITCAIRN",
+      "ICELAND",
+      "SWAZILAND",
+      "UNITED ARAB EMIRATES",
+      "BARBADOS",
+      "UZBEKISTAN",
+      "EGYPT",
+      "EL SALVADOR",
+      "YEMEN",
+      "SRI LANKA",
+      "MALI",
+      "SUDAN",
+      "LITHUANIA",
+      "SEYCHELLES",
+      "SERBIA",
+      "GUAM",
+      "CAMBODIA",
+      "BAHRAIN",
+      "GAMBIA",
+      "LIECHTENSTEIN",
+      "CYPRUS",
+      "ITALY",
+      "DOMINICA",
+      "MADAGASCAR",
+      "SAUDI ARABIA",
+      "TOGO",
+      "AZERBAIJAN",
+      "HONG KONG",
+      "URUGUAY",
+      "INDIA",
+      "LIECHTENSTEIN",
+      "UZBEKISTAN",
+      "LIECHTENSTEIN",
+      "PUERTO RICO",
+      "MALDIVES",
+      "NEW ZEALAND",
+      "LIECHTENSTEIN",
+      "GERMANY",
+      "SEYCHELLES",
+      "THAILAND",
+      "LATVIA",
+      "MYANMAR",
+      "SYRIAN ARAB REPUBLIC",
+      "NEW CALEDONIA",
+      "MEXICO",
+      "CHILE",
+      "ISLE OF MAN",
+      "FINLAND",
+      "GRENADA",
+      "BELGIUM",
+      "CAMEROON",
+      "HUNGARY",
+      "CYPRUS",
+      "LESOTHO",
+      "MAURITANIA",
+      "MALTA",
+      "MONACO",
+      "CAPE VERDE",
+      "POLAND",
+      "LITHUANIA",
+      null,
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+      "MADAGASCAR",
+      "SOLOMON ISLANDS",
+      "LEBANON",
+      "NAMIBIA",
+      "SWAZILAND",
+      "AFGHANISTAN",
+      "MALTA",
+      "MACAO",
+      "ALBANIA",
+      "BOLIVIA",
+      "KOREA, REPUBLIC OF",
+      "COSTA RICA",
+      "BOTSWANA",
+      "NEPAL",
+      "UNITED ARAB EMIRATES",
+      "AFGHANISTAN",
+      "MOLDOVA, REPUBLIC OF",
+      "MONGOLIA",
+      "WALLIS AND FUTUNA",
+      "KOREA, REPUBLIC OF",
+      "LEBANON",
+      "JAMAICA",
+      "UKRAINE",
+      "ERITREA",
+      "SEYCHELLES",
+      "ECUADOR",
+      "ANTIGUA AND BARBUDA",
+      "GRENADA",
+      "GREENLAND",
+      "ARGENTINA",
+      null,
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+      "GREECE",
+      "FRANCE",
+      "CYPRUS",
+      "HAITI",
+      "ETHIOPIA",
+      "NORWAY",
+      "NEW ZEALAND",
+      "GUADELOUPE",
+      "CHRISTMAS ISLAND",
+      "TAJIKISTAN",
+      "SRI LANKA",
+      "CAYMAN ISLANDS",
+      "CZECH REPUBLIC",
+      "HAITI",
+      "BAHAMAS",
+      "ERITREA",
+      "ARGENTINA",
+      "ICELAND",
+      "BANGLADESH",
+      "ECUADOR",
+      "BELIZE",
+      "ANTARCTICA",
+      "LESOTHO",
+      "LEBANON",
+      "PARAGUAY",
+      "BELIZE",
+      "MARTINIQUE",
+      "LATVIA",
+      "SOLOMON ISLANDS",
+      "BARBADOS",
+      "MONACO",
+      "MONGOLIA",
+      "UNITED ARAB EMIRATES",
+      "TONGA",
+      "BRUNEI DARUSSALAM",
+      "MADAGASCAR",
+      "TOGO",
+      "PAPUA NEW GUINEA",
+      "EGYPT",
+      "SAMOA",
+      "SURINAME",
+      "PUERTO RICO",
+      "TONGA",
+      "SAUDI ARABIA",
+      "HONG KONG",
+      "SLOVAKIA",
+      "BELGIUM",
+      "SLOVAKIA",
+      "UGANDA",
+      "AUSTRIA",
+      "SUDAN",
+      "ECUADOR",
+      "TURKEY",
+      "TUNISIA",
+      "EL SALVADOR",
+      "ALAND ISLANDS",
+      "ICELAND",
+      "EL SALVADOR",
+      "KAZAKHSTAN",
+      "DOMINICA",
+      "DENMARK",
+      "CAMEROON",
+      "RUSSIAN FEDERATION",
+      "ARMENIA",
+      "MOZAMBIQUE",
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+      "BULGARIA",
+      "C�TE D'IVOIRE",
+      "GUINEA-BISSAU",
+      "VENEZUELA",
+      "BARBADOS",
+      "R�UNION",
+      "BHUTAN",
+      "BOUVET ISLAND",
+      "LESOTHO",
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+      "SRI LANKA",
+      "CHILE",
+      "QATAR",
+      "GEORGIA",
+      "ZAMBIA",
+      "NEPAL",
+      "R�UNION",
+      "ZAMBIA",
+      "NORFOLK ISLAND",
+      "NEW ZEALAND",
+      "ARGENTINA",
+      "ISLE OF MAN",
+      "UZBEKISTAN",
+      "SINGAPORE",
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+      "KENYA",
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+      "TIMOR-LESTE",
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+      "NETHERLANDS",
+      "WALLIS AND FUTUNA",
+      "SWITZERLAND",
+      "NICARAGUA",
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+      "MALDIVES",
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+      "BOLIVIA",
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+      "AZERBAIJAN",
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+      "BAHRAIN",
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\ No newline at end of file
diff --git a/test/files/delta_encoding_optional_column.columns.json b/test/files/delta_encoding_optional_column.columns.json
new file mode 100644
index 0000000..bcdabc2
--- /dev/null
+++ b/test/files/delta_encoding_optional_column.columns.json
@@ -0,0 +1,1738 @@
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+      "Mrs.",
+      "Dr.",
+      "Dr.",
+      "Dr.",
+      "Ms.",
+      "Miss",
+      "Dr.",
+      "Ms.",
+      "Miss",
+      "Dr.",
+      "Sir",
+      "Sir",
+      "Miss",
+      "Mr.",
+      "Dr.",
+      "Sir",
+      "Dr.",
+      "Dr.",
+      "Ms.",
+      "Mr.",
+      "Mrs.",
+      "Ms.",
+      "Ms.",
+      "Ms.",
+      "Sir",
+      "Sir",
+      "Ms.",
+      "Ms.",
+      "Sir",
+      "Dr.",
+      "Miss",
+      "Dr.",
+      "Mr."
+    ],
+    [
+      "Jeannette",
+      "Austin",
+      "David",
+      "Stewart",
+      "Shaun",
+      "Elizabeth",
+      "Craig",
+      "Clyde",
+      "Crystal",
+      "Heather",
+      "Nathan",
+      "Helen",
+      "Phyllis",
+      "Kevin",
+      "Marvin",
+      "Michele",
+      "Ami",
+      "Daisy",
+      "Max",
+      "Jessica",
+      "Eleanor",
+      "Sandi",
+      "Wanda",
+      "Darrin",
+      "Craig",
+      "Annie",
+      "Eric",
+      "David",
+      "Bradley",
+      "Roderick",
+      "James",
+      "Steven",
+      "Arthur",
+      "Gerald",
+      "Julie",
+      "Rodney",
+      "Michael",
+      "Frank",
+      "Matthew",
+      "Joseph",
+      "Dollie",
+      "Melanie",
+      "Cecil",
+      "Travis",
+      "Pamela",
+      "Beryl",
+      "Donna",
+      "Paul",
+      "Wendy",
+      "David",
+      "Christopher",
+      "Steven",
+      "Jill",
+      "Luis",
+      "Jane",
+      null,
+      "Mabel",
+      "William",
+      "Deborah",
+      "Maxine",
+      "Jacqueline",
+      "Neil",
+      "Ha",
+      "Dwight",
+      "Anthony",
+      "Marie",
+      null,
+      "Donna",
+      "Kenneth",
+      "William",
+      "Pamela",
+      "Margaret",
+      "Edith",
+      "Shawn",
+      "Monique",
+      "Nancy",
+      "Paul",
+      null,
+      "Victor",
+      "Naomi",
+      "Stanton",
+      "Andre",
+      "Brad",
+      "Lee",
+      "Margie",
+      "Tonya",
+      "Jack",
+      "Rosalinda",
+      "Margaret",
+      "Betty",
+      "Albert",
+      "Karl",
+      "Ollie",
+      "Fonda",
+      "Brunilda",
+      "Robert",
+      "Michael",
+      "Latisha",
+      "Amy",
+      "Javier"
+    ],
+    [
+      "Johnson",
+      "Tran",
+      "Lewis",
+      "Ruffin",
+      "Lewis",
+      "Hollingsworth",
+      "Byrd",
+      "Williams",
+      "Ryan",
+      "White",
+      "Pond",
+      "Macdonald",
+      "Horner",
+      "White",
+      "Matlock",
+      "Baldwin",
+      "Montgomery",
+      "Flynn",
+      "Mueller",
+      "Levesque",
+      "Evans",
+      "Tran",
+      "Davis",
+      "Smith",
+      "Lowry",
+      "Grant",
+      "Woods",
+      "Vasquez",
+      "Barry",
+      "Rogers",
+      "Smith",
+      "Mcclellan",
+      "Troy",
+      "Thomas",
+      "Chester",
+      "Taft",
+      "Frye",
+      "Morton",
+      "Brown",
+      "White",
+      "Thao",
+      "Morrison",
+      "Peterman",
+      "Melendez",
+      "Delgado",
+      "Thomason",
+      "King",
+      "Higgins",
+      "Colley",
+      "Nieves",
+      "Eller",
+      "Venable",
+      "Jackson",
+      "Young",
+      "Stephenson",
+      "Hammonds",
+      "Richmond",
+      "Warner",
+      "Burton",
+      "Carlson",
+      "Hatfield",
+      "Cox",
+      "Carpenter",
+      "Schneider",
+      "Fisher",
+      "Peterson",
+      "Woods",
+      "Betts",
+      "Wood",
+      "Craig",
+      "Luna",
+      "Collins",
+      "Hernandez",
+      "Prather",
+      "Baker",
+      "Mccormick",
+      "Morris",
+      "Garrison",
+      "Martinez",
+      "Barnett",
+      "Dallas",
+      "Moore",
+      "Lynch",
+      "Stovall",
+      "Browning",
+      null,
+      "Wilcox",
+      "Grimes",
+      "Farias",
+      "Williams",
+      "Brunson",
+      "Gilbert",
+      "Shipman",
+      "Wiles",
+      "Sharp",
+      "Moran",
+      "White",
+      "Hamilton",
+      "Moses",
+      "Lewis"
+    ],
+    [
+      "Y",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
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+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      null,
+      "Y",
+      "Y",
+      "N",
+      "N",
+      null,
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      null,
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "N",
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+      "N",
+      "N",
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+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
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+    [
+      "BANGLADESH",
+      "NAMIBIA",
+      "KIRIBATI",
+      "MYANMAR",
+      "NIGERIA",
+      "GREECE",
+      "FRENCH POLYNESIA",
+      "FRENCH POLYNESIA",
+      "ECUADOR",
+      "MARTINIQUE",
+      "GUYANA",
+      "DOMINICA",
+      "UZBEKISTAN",
+      "BENIN",
+      "BRUNEI DARUSSALAM",
+      "GEORGIA",
+      "JAMAICA",
+      "NEW ZEALAND",
+      "IRAQ",
+      "ALBANIA",
+      "C�TE D'IVOIRE",
+      "FRENCH GUIANA",
+      "NETHERLANDS ANTILLES",
+      "UNITED STATES",
+      "WALLIS AND FUTUNA",
+      "TUVALU",
+      "SAINT LUCIA",
+      "ISRAEL",
+      "TAJIKISTAN",
+      "OMAN",
+      "KUWAIT",
+      "NEPAL",
+      "LUXEMBOURG",
+      "NORWAY",
+      "HONG KONG",
+      "VIRGIN ISLANDS, U.S.",
+      "CAPE VERDE",
+      "EGYPT",
+      "KOREA, REPUBLIC OF",
+      "SENEGAL",
+      "SWITZERLAND",
+      "HUNGARY",
+      "ICELAND",
+      "AFGHANISTAN",
+      "GUERNSEY",
+      "UNITED KINGDOM",
+      "TUNISIA",
+      "GABON",
+      "FRENCH GUIANA",
+      "CHRISTMAS ISLAND",
+      "AUSTRALIA",
+      "NETHERLANDS ANTILLES",
+      "LUXEMBOURG",
+      "BRUNEI DARUSSALAM",
+      "TURKEY",
+      "NIGER",
+      "CAMBODIA",
+      "GUAM",
+      "COMOROS",
+      "ISLE OF MAN",
+      null,
+      "ECUADOR",
+      "PARAGUAY",
+      "RUSSIAN FEDERATION",
+      "KYRGYZSTAN",
+      "KIRIBATI",
+      null,
+      "FRANCE",
+      "MOLDOVA, REPUBLIC OF",
+      "SPAIN",
+      "GUAM",
+      "NETHERLANDS ANTILLES",
+      "C�TE D'IVOIRE",
+      "PUERTO RICO",
+      "MOROCCO",
+      "BAHAMAS",
+      "GUINEA-BISSAU",
+      null,
+      "CAYMAN ISLANDS",
+      "BAHAMAS",
+      "SWITZERLAND",
+      "NICARAGUA",
+      "URUGUAY",
+      "PHILIPPINES",
+      "PHILIPPINES",
+      null,
+      "SLOVENIA",
+      "UKRAINE",
+      "TURKMENISTAN",
+      "BURKINA FASO",
+      "JORDAN",
+      "MONTSERRAT",
+      "KOREA, REPUBLIC OF",
+      "GAMBIA",
+      "SURINAME",
+      "FIJI",
+      "MEXICO",
+      "NIUE",
+      "TOGO",
+      "CHILE"
+    ],
+    [
+      "Jeannette.Johnson@8BvSqgp.com",
+      "Austin.Tran@ect7cnjLsucbd.edu",
+      "David.Lewis@5mhvq.org",
+      "Stewart.Ruffin@R7Mrx.edu",
+      "Shaun.Lewis@MTRUPYFTXf9.com",
+      "Elizabeth.Hollingsworth@lVpeDS5Rcs.com",
+      "Craig.Byrd@Dc0OEMXkvvuJ.com",
+      "Clyde.Williams@en.com",
+      "Crystal.Ryan@Ju2rO6u.com",
+      "Heather.White@3JitjmxYQnXAtCNAl.com",
+      "Nathan.Pond@nPh7drM687MhI.org",
+      "Helen.Macdonald@3d4.com",
+      "Phyllis.Horner@uQy.edu",
+      "Kevin.White@x9oTPjEI6AdDQ7n4l.edu",
+      "Marvin.Matlock@0FXEZp.org",
+      "Michele.Baldwin@sIVO1J4U.org",
+      "Ami.Montgomery@VBSKqhL36j55.edu",
+      "Daisy.Flynn@288e6Z0csxJ.com",
+      "Max.Mueller@xqCZRBSrTGD6CBvXh.com",
+      "Jessica.Levesque@06mGqI9mHG.org",
+      "Eleanor.Evans@zxvr5rl.org",
+      "Sandi.Tran@myikqStif1Q.edu",
+      "Wanda.Davis@I6s7DD86i6.edu",
+      "Darrin.Smith@Mti.edu",
+      "Craig.Lowry@92zokgx8duX.org",
+      "Annie.Grant@tccug5KC1oT2nL.com",
+      "Eric.Woods@CfPzy1AUqxd2.com",
+      "David.Vasquez@j.org",
+      "Bradley.Barry@Kq2ONpEXU9YSno31.edu",
+      "Roderick.Rogers@pJdioQ.com",
+      "James.Smith@ifJngGlNG.edu",
+      "Steven.Mcclellan@UviyOLnu2m1POo.edu",
+      "Arthur.Troy@3VY5bV30AifrO.com",
+      "Gerald.Thomas@zSuIGSgb6iyu.org",
+      "Julie.Chester@Kv.com",
+      "Rodney.Taft@qe.com",
+      "Michael.Frye@aM1HsbOs0smgpLo.org",
+      "Frank.Morton@Hd7jNaA3s.com",
+      "Matthew.Brown@F.edu",
+      "Joseph.White@c0EJ7pimuu.com",
+      "Dollie.Thao@Xead5vagsekdHDLUkv.edu",
+      "Melanie.Morrison@F2foqn.edu",
+      "Cecil.Peterman@tbeqEuUvS4ZM4Px9N.com",
+      "Travis.Melendez@344rCMk.edu",
+      "Pamela.Delgado@8OpV0Ldj8vq2K9ZK.org",
+      "Beryl.Thomason@OeqefhtCmZTAj.com",
+      "Donna.King@TEftU.com",
+      "Paul.Higgins@qG9NrSTLz9HaNHX.edu",
+      "Wendy.Colley@qLBjqbAQQGj.edu",
+      "David.Nieves@LcDkQ.edu",
+      "Christopher.Eller@gV5Ua7HOmt.com",
+      "Steven.Venable@0hA90vhfK7k9F4h.com",
+      "Jill.Jackson@n6I7SF.org",
+      "Luis.Young@0DmV.edu",
+      "Jane.Stephenson@lq8ZQLAUMZhR.edu",
+      null,
+      "Mabel.Richmond@Tkla.edu",
+      "William.Warner@zegnrzurU.org",
+      "Deborah.Burton@xt.edu",
+      "Maxine.Carlson@StyP5lAokmQ29QHYMLa.edu",
+      null,
+      "Neil.Cox@FRuR2bFK.com",
+      "Ha.Carpenter@XgcUt4svNz.com",
+      "Dwight.Schneider@koxO7zAysvOd.com",
+      "Anthony.Fisher@jJrZfeDcz8P.com",
+      "Marie.Peterson@1zg9tydFHafA5.com",
+      "Brandon.Woods@hjKbf.edu",
+      "Donna.Betts@YJ14k.edu",
+      "Kenneth.Wood@RIA.edu",
+      "William.Craig@prVDE1E8AHc.org",
+      "Pamela.Luna@QBGuhL36lnA.edu",
+      "Margaret.Collins@9obPr3UV.org",
+      "Edith.Hernandez@BNHL0k.com",
+      "Shawn.Prather@8BusRYegn6.org",
+      "Monique.Baker@9uEucNczY.org",
+      "Nancy.Mccormick@DA26I9ZArLF9rxJ6Z.edu",
+      "Paul.Morris@FMGalegqc3.com",
+      "Earl.Garrison@G3sM4P.com",
+      "Victor.Martinez@fC.edu",
+      "Naomi.Barnett@2T3V3OZOy4KBNAHsT.edu",
+      "Stanton.Dallas@DBXgl18FGo.edu",
+      "Andre.Moore@cTZLGYi1ZJi.org",
+      "Brad.Lynch@nAbai.edu",
+      "Lee.Stovall@fqKC83UU0f.org",
+      "Margie.Browning@LM674NrE2.org",
+      null,
+      "Jack.Wilcox@Y3Etqyv3.org",
+      "Rosalinda.Grimes@tC8pcU7Lt.edu",
+      "Margaret.Farias@cb.edu",
+      "Betty.Williams@xRtDqM1eLBVQNoYAJ.com",
+      "Albert.Brunson@62.com",
+      "Karl.Gilbert@Crg5KyP2IxX9C4d6.edu",
+      "Ollie.Shipman@be.org",
+      "Fonda.Wiles@S9KnyEtz9hv.org",
+      "Brunilda.Sharp@T3pylZEUQjm.org",
+      "Robert.Moran@Hh.edu",
+      "Michael.White@i.org",
+      "Latisha.Hamilton@V.com",
+      "Amy.Moses@Ovk9KjHH.com",
+      "Javier.Lewis@VFAxlnZEvOx.org"
+    ],
+    [
+      "2452635",
+      "2452437",
+      "2452558",
+      "2452528",
+      "2452395",
+      "2452584",
+      "2452445",
+      "2452510",
+      "2452294",
+      "2452295",
+      "2452637",
+      "2452626",
+      "2452403",
+      "2452492",
+      "2452633",
+      "2452491",
+      "2452526",
+      "2452338",
+      "2452303",
+      "2452414",
+      "2452413",
+      "2452644",
+      "2452339",
+      "2452355",
+      "2452430",
+      "2452401",
+      "2452584",
+      "2452489",
+      "2452601",
+      "2452462",
+      "2452342",
+      "2452340",
+      "2452542",
+      "2452414",
+      "2452375",
+      "2452353",
+      "2452426",
+      "2452425",
+      "2452319",
+      "2452462",
+      "2452407",
+      "2452530",
+      "2452447",
+      "2452606",
+      "2452334",
+      "2452380",
+      "2452446",
+      "2452447",
+      "2452553",
+      "2452570",
+      "2452520",
+      "2452350",
+      "2452575",
+      "2452586",
+      "2452301",
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+      "2452333",
+      "2452537",
+      "2452498",
+      "2452464",
+      null,
+      "2452586",
+      "2452351",
+      "2452293",
+      "2452470",
+      "2452581",
+      "2452408",
+      "2452455",
+      "2452510",
+      "2452336",
+      "2452410",
+      "2452496",
+      "2452631",
+      "2452353",
+      "2452356",
+      "2452425",
+      "2452499",
+      null,
+      "2452529",
+      "2452433",
+      "2452334",
+      "2452576",
+      "2452549",
+      "2452454",
+      "2452573",
+      "2452376",
+      "2452641",
+      "2452616",
+      "2452634",
+      "2452398",
+      "2452641",
+      "2452454",
+      "2452334",
+      "2452360",
+      "2452430",
+      "2452469",
+      "2452361",
+      "2452313",
+      "2452318",
+      "2452508"
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/delta_encoding_required_column.columns.json b/test/files/delta_encoding_required_column.columns.json
new file mode 100644
index 0000000..77f8046
--- /dev/null
+++ b/test/files/delta_encoding_required_column.columns.json
@@ -0,0 +1,1738 @@
+[
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+      "Y",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "Y",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "N",
+      "N",
+      "N",
+      "N",
+      "Y",
+      "Y"
+    ],
+    [
+      "VIRGIN ISLANDS, U.S.",
+      "BAHRAIN",
+      "AFGHANISTAN",
+      "CANADA",
+      "MAURITANIA",
+      "BANGLADESH",
+      "NAMIBIA",
+      "KIRIBATI",
+      "MYANMAR",
+      "NIGERIA",
+      "GREECE",
+      "FRENCH POLYNESIA",
+      "FRENCH POLYNESIA",
+      "ECUADOR",
+      "MARTINIQUE",
+      "GUYANA",
+      "DOMINICA",
+      "UZBEKISTAN",
+      "BENIN",
+      "BRUNEI DARUSSALAM",
+      "GEORGIA",
+      "JAMAICA",
+      "NEW ZEALAND",
+      "IRAQ",
+      "ALBANIA",
+      "C�TE D'IVOIRE",
+      "FRENCH GUIANA",
+      "NETHERLANDS ANTILLES",
+      "UNITED STATES",
+      "WALLIS AND FUTUNA",
+      "TUVALU",
+      "SAINT LUCIA",
+      "ISRAEL",
+      "TAJIKISTAN",
+      "OMAN",
+      "KUWAIT",
+      "NEPAL",
+      "LUXEMBOURG",
+      "NORWAY",
+      "HONG KONG",
+      "VIRGIN ISLANDS, U.S.",
+      "CAPE VERDE",
+      "EGYPT",
+      "KOREA, REPUBLIC OF",
+      "SENEGAL",
+      "SWITZERLAND",
+      "HUNGARY",
+      "ICELAND",
+      "AFGHANISTAN",
+      "GUERNSEY",
+      "UNITED KINGDOM",
+      "TUNISIA",
+      "GABON",
+      "FRENCH GUIANA",
+      "CHRISTMAS ISLAND",
+      "AUSTRALIA",
+      "NETHERLANDS ANTILLES",
+      "LUXEMBOURG",
+      "BRUNEI DARUSSALAM",
+      "TURKEY",
+      "CAMBODIA",
+      "GUAM",
+      "COMOROS",
+      "ISLE OF MAN",
+      "ECUADOR",
+      "PARAGUAY",
+      "RUSSIAN FEDERATION",
+      "KYRGYZSTAN",
+      "KIRIBATI",
+      "FRANCE",
+      "MOLDOVA, REPUBLIC OF",
+      "SPAIN",
+      "GUAM",
+      "NETHERLANDS ANTILLES",
+      "C�TE D'IVOIRE",
+      "PUERTO RICO",
+      "MOROCCO",
+      "BAHAMAS",
+      "GUINEA-BISSAU",
+      "CAYMAN ISLANDS",
+      "BAHAMAS",
+      "SWITZERLAND",
+      "NICARAGUA",
+      "URUGUAY",
+      "PHILIPPINES",
+      "PHILIPPINES",
+      "SLOVENIA",
+      "UKRAINE",
+      "TURKMENISTAN",
+      "BURKINA FASO",
+      "JORDAN",
+      "MONTSERRAT",
+      "KOREA, REPUBLIC OF",
+      "GAMBIA",
+      "SURINAME",
+      "FIJI",
+      "MEXICO",
+      "NIUE",
+      "TOGO",
+      "CHILE"
+    ],
+    [
+      "Frank.Strain@MbOHByB.edu",
+      "Benjamin.Johnson@HL2ugJBTO.com",
+      "James.Porter@3C1oBhj.com",
+      "Jodi.Silva@lntBSGFbpEOSVs.com",
+      "Jeffrey.Bruce@SPZG.com",
+      "Jeannette.Johnson@8BvSqgp.com",
+      "Austin.Tran@ect7cnjLsucbd.edu",
+      "David.Lewis@5mhvq.org",
+      "Stewart.Ruffin@R7Mrx.edu",
+      "Shaun.Lewis@MTRUPYFTXf9.com",
+      "Elizabeth.Hollingsworth@lVpeDS5Rcs.com",
+      "Craig.Byrd@Dc0OEMXkvvuJ.com",
+      "Clyde.Williams@en.com",
+      "Crystal.Ryan@Ju2rO6u.com",
+      "Heather.White@3JitjmxYQnXAtCNAl.com",
+      "Nathan.Pond@nPh7drM687MhI.org",
+      "Helen.Macdonald@3d4.com",
+      "Phyllis.Horner@uQy.edu",
+      "Kevin.White@x9oTPjEI6AdDQ7n4l.edu",
+      "Marvin.Matlock@0FXEZp.org",
+      "Michele.Baldwin@sIVO1J4U.org",
+      "Ami.Montgomery@VBSKqhL36j55.edu",
+      "Daisy.Flynn@288e6Z0csxJ.com",
+      "Max.Mueller@xqCZRBSrTGD6CBvXh.com",
+      "Jessica.Levesque@06mGqI9mHG.org",
+      "Eleanor.Evans@zxvr5rl.org",
+      "Sandi.Tran@myikqStif1Q.edu",
+      "Wanda.Davis@I6s7DD86i6.edu",
+      "Darrin.Smith@Mti.edu",
+      "Craig.Lowry@92zokgx8duX.org",
+      "Annie.Grant@tccug5KC1oT2nL.com",
+      "Eric.Woods@CfPzy1AUqxd2.com",
+      "David.Vasquez@j.org",
+      "Bradley.Barry@Kq2ONpEXU9YSno31.edu",
+      "Roderick.Rogers@pJdioQ.com",
+      "James.Smith@ifJngGlNG.edu",
+      "Steven.Mcclellan@UviyOLnu2m1POo.edu",
+      "Arthur.Troy@3VY5bV30AifrO.com",
+      "Gerald.Thomas@zSuIGSgb6iyu.org",
+      "Julie.Chester@Kv.com",
+      "Rodney.Taft@qe.com",
+      "Michael.Frye@aM1HsbOs0smgpLo.org",
+      "Frank.Morton@Hd7jNaA3s.com",
+      "Matthew.Brown@F.edu",
+      "Joseph.White@c0EJ7pimuu.com",
+      "Dollie.Thao@Xead5vagsekdHDLUkv.edu",
+      "Melanie.Morrison@F2foqn.edu",
+      "Cecil.Peterman@tbeqEuUvS4ZM4Px9N.com",
+      "Travis.Melendez@344rCMk.edu",
+      "Pamela.Delgado@8OpV0Ldj8vq2K9ZK.org",
+      "Beryl.Thomason@OeqefhtCmZTAj.com",
+      "Donna.King@TEftU.com",
+      "Paul.Higgins@qG9NrSTLz9HaNHX.edu",
+      "Wendy.Colley@qLBjqbAQQGj.edu",
+      "David.Nieves@LcDkQ.edu",
+      "Christopher.Eller@gV5Ua7HOmt.com",
+      "Steven.Venable@0hA90vhfK7k9F4h.com",
+      "Jill.Jackson@n6I7SF.org",
+      "Luis.Young@0DmV.edu",
+      "Jane.Stephenson@lq8ZQLAUMZhR.edu",
+      "Mabel.Richmond@Tkla.edu",
+      "William.Warner@zegnrzurU.org",
+      "Deborah.Burton@xt.edu",
+      "Maxine.Carlson@StyP5lAokmQ29QHYMLa.edu",
+      "Neil.Cox@FRuR2bFK.com",
+      "Ha.Carpenter@XgcUt4svNz.com",
+      "Dwight.Schneider@koxO7zAysvOd.com",
+      "Anthony.Fisher@jJrZfeDcz8P.com",
+      "Marie.Peterson@1zg9tydFHafA5.com",
+      "Donna.Betts@YJ14k.edu",
+      "Kenneth.Wood@RIA.edu",
+      "William.Craig@prVDE1E8AHc.org",
+      "Pamela.Luna@QBGuhL36lnA.edu",
+      "Margaret.Collins@9obPr3UV.org",
+      "Edith.Hernandez@BNHL0k.com",
+      "Shawn.Prather@8BusRYegn6.org",
+      "Monique.Baker@9uEucNczY.org",
+      "Nancy.Mccormick@DA26I9ZArLF9rxJ6Z.edu",
+      "Paul.Morris@FMGalegqc3.com",
+      "Victor.Martinez@fC.edu",
+      "Naomi.Barnett@2T3V3OZOy4KBNAHsT.edu",
+      "Stanton.Dallas@DBXgl18FGo.edu",
+      "Andre.Moore@cTZLGYi1ZJi.org",
+      "Brad.Lynch@nAbai.edu",
+      "Lee.Stovall@fqKC83UU0f.org",
+      "Margie.Browning@LM674NrE2.org",
+      "Jack.Wilcox@Y3Etqyv3.org",
+      "Rosalinda.Grimes@tC8pcU7Lt.edu",
+      "Margaret.Farias@cb.edu",
+      "Betty.Williams@xRtDqM1eLBVQNoYAJ.com",
+      "Albert.Brunson@62.com",
+      "Karl.Gilbert@Crg5KyP2IxX9C4d6.edu",
+      "Ollie.Shipman@be.org",
+      "Fonda.Wiles@S9KnyEtz9hv.org",
+      "Brunilda.Sharp@T3pylZEUQjm.org",
+      "Robert.Moran@Hh.edu",
+      "Michael.White@i.org",
+      "Latisha.Hamilton@V.com",
+      "Amy.Moses@Ovk9KjHH.com",
+      "Javier.Lewis@VFAxlnZEvOx.org"
+    ],
+    [
+      "2452378",
+      "2452499",
+      "2452359",
+      "2452443",
+      "2452590",
+      "2452635",
+      "2452437",
+      "2452558",
+      "2452528",
+      "2452395",
+      "2452584",
+      "2452445",
+      "2452510",
+      "2452294",
+      "2452295",
+      "2452637",
+      "2452626",
+      "2452403",
+      "2452492",
+      "2452633",
+      "2452491",
+      "2452526",
+      "2452338",
+      "2452303",
+      "2452414",
+      "2452413",
+      "2452644",
+      "2452339",
+      "2452355",
+      "2452430",
+      "2452401",
+      "2452584",
+      "2452489",
+      "2452601",
+      "2452462",
+      "2452342",
+      "2452340",
+      "2452542",
+      "2452414",
+      "2452375",
+      "2452353",
+      "2452426",
+      "2452425",
+      "2452319",
+      "2452462",
+      "2452407",
+      "2452530",
+      "2452447",
+      "2452606",
+      "2452334",
+      "2452380",
+      "2452446",
+      "2452447",
+      "2452553",
+      "2452570",
+      "2452520",
+      "2452350",
+      "2452575",
+      "2452586",
+      "2452301",
+      "2452333",
+      "2452537",
+      "2452498",
+      "2452464",
+      "2452586",
+      "2452351",
+      "2452293",
+      "2452470",
+      "2452581",
+      "2452455",
+      "2452510",
+      "2452336",
+      "2452410",
+      "2452496",
+      "2452631",
+      "2452353",
+      "2452356",
+      "2452425",
+      "2452499",
+      "2452529",
+      "2452433",
+      "2452334",
+      "2452576",
+      "2452549",
+      "2452454",
+      "2452573",
+      "2452641",
+      "2452616",
+      "2452634",
+      "2452398",
+      "2452641",
+      "2452454",
+      "2452334",
+      "2452360",
+      "2452430",
+      "2452469",
+      "2452361",
+      "2452313",
+      "2452318",
+      "2452508"
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/delta_length_byte_array.columns.json b/test/files/delta_length_byte_array.columns.json
new file mode 100644
index 0000000..fbe730f
--- /dev/null
+++ b/test/files/delta_length_byte_array.columns.json
@@ -0,0 +1,1006 @@
+[
+  [
+    [
+      "apple_banana_mango0",
+      "apple_banana_mango1",
+      "apple_banana_mango4",
+      "apple_banana_mango9",
+      "apple_banana_mango16",
+      "apple_banana_mango25",
+      "apple_banana_mango36",
+      "apple_banana_mango49",
+      "apple_banana_mango64",
+      "apple_banana_mango81",
+      "apple_banana_mango100",
+      "apple_banana_mango121",
+      "apple_banana_mango144",
+      "apple_banana_mango169",
+      "apple_banana_mango196",
+      "apple_banana_mango225",
+      "apple_banana_mango256",
+      "apple_banana_mango289",
+      "apple_banana_mango324",
+      "apple_banana_mango361",
+      "apple_banana_mango400",
+      "apple_banana_mango441",
+      "apple_banana_mango484",
+      "apple_banana_mango529",
+      "apple_banana_mango576",
+      "apple_banana_mango625",
+      "apple_banana_mango676",
+      "apple_banana_mango729",
+      "apple_banana_mango784",
+      "apple_banana_mango841",
+      "apple_banana_mango900",
+      "apple_banana_mango961",
+      "apple_banana_mango1024",
+      "apple_banana_mango1089",
+      "apple_banana_mango1156",
+      "apple_banana_mango1225",
+      "apple_banana_mango1296",
+      "apple_banana_mango1369",
+      "apple_banana_mango1444",
+      "apple_banana_mango1521",
+      "apple_banana_mango1600",
+      "apple_banana_mango1681",
+      "apple_banana_mango1764",
+      "apple_banana_mango1849",
+      "apple_banana_mango1936",
+      "apple_banana_mango2025",
+      "apple_banana_mango2116",
+      "apple_banana_mango2209",
+      "apple_banana_mango2304",
+      "apple_banana_mango2401",
+      "apple_banana_mango2500",
+      "apple_banana_mango2601",
+      "apple_banana_mango2704",
+      "apple_banana_mango2809",
+      "apple_banana_mango2916",
+      "apple_banana_mango3025",
+      "apple_banana_mango3136",
+      "apple_banana_mango3249",
+      "apple_banana_mango3364",
+      "apple_banana_mango3481",
+      "apple_banana_mango3600",
+      "apple_banana_mango3721",
+      "apple_banana_mango3844",
+      "apple_banana_mango3969",
+      "apple_banana_mango4096",
+      "apple_banana_mango4225",
+      "apple_banana_mango4356",
+      "apple_banana_mango4489",
+      "apple_banana_mango4624",
+      "apple_banana_mango4761",
+      "apple_banana_mango4900",
+      "apple_banana_mango5041",
+      "apple_banana_mango5184",
+      "apple_banana_mango5329",
+      "apple_banana_mango5476",
+      "apple_banana_mango5625",
+      "apple_banana_mango5776",
+      "apple_banana_mango5929",
+      "apple_banana_mango6084",
+      "apple_banana_mango6241",
+      "apple_banana_mango6400",
+      "apple_banana_mango6561",
+      "apple_banana_mango6724",
+      "apple_banana_mango6889",
+      "apple_banana_mango7056",
+      "apple_banana_mango7225",
+      "apple_banana_mango7396",
+      "apple_banana_mango7569",
+      "apple_banana_mango7744",
+      "apple_banana_mango7921",
+      "apple_banana_mango8100",
+      "apple_banana_mango8281",
+      "apple_banana_mango8464",
+      "apple_banana_mango8649",
+      "apple_banana_mango8836",
+      "apple_banana_mango9025",
+      "apple_banana_mango9216",
+      "apple_banana_mango9409",
+      "apple_banana_mango9604",
+      "apple_banana_mango9801",
+      "apple_banana_mango10000",
+      "apple_banana_mango10201",
+      "apple_banana_mango10404",
+      "apple_banana_mango10609",
+      "apple_banana_mango10816",
+      "apple_banana_mango11025",
+      "apple_banana_mango11236",
+      "apple_banana_mango11449",
+      "apple_banana_mango11664",
+      "apple_banana_mango11881",
+      "apple_banana_mango12100",
+      "apple_banana_mango12321",
+      "apple_banana_mango12544",
+      "apple_banana_mango12769",
+      "apple_banana_mango12996",
+      "apple_banana_mango13225",
+      "apple_banana_mango13456",
+      "apple_banana_mango13689",
+      "apple_banana_mango13924",
+      "apple_banana_mango14161",
+      "apple_banana_mango14400",
+      "apple_banana_mango14641",
+      "apple_banana_mango14884",
+      "apple_banana_mango15129",
+      "apple_banana_mango15376",
+      "apple_banana_mango15625",
+      "apple_banana_mango15876",
+      "apple_banana_mango16129",
+      "apple_banana_mango16384",
+      "apple_banana_mango16641",
+      "apple_banana_mango16900",
+      "apple_banana_mango17161",
+      "apple_banana_mango17424",
+      "apple_banana_mango17689",
+      "apple_banana_mango17956",
+      "apple_banana_mango18225",
+      "apple_banana_mango18496",
+      "apple_banana_mango18769",
+      "apple_banana_mango19044",
+      "apple_banana_mango19321",
+      "apple_banana_mango19600",
+      "apple_banana_mango19881",
+      "apple_banana_mango20164",
+      "apple_banana_mango20449",
+      "apple_banana_mango20736",
+      "apple_banana_mango21025",
+      "apple_banana_mango21316",
+      "apple_banana_mango21609",
+      "apple_banana_mango21904",
+      "apple_banana_mango22201",
+      "apple_banana_mango22500",
+      "apple_banana_mango22801",
+      "apple_banana_mango23104",
+      "apple_banana_mango23409",
+      "apple_banana_mango23716",
+      "apple_banana_mango24025",
+      "apple_banana_mango24336",
+      "apple_banana_mango24649",
+      "apple_banana_mango24964",
+      "apple_banana_mango25281",
+      "apple_banana_mango25600",
+      "apple_banana_mango25921",
+      "apple_banana_mango26244",
+      "apple_banana_mango26569",
+      "apple_banana_mango26896",
+      "apple_banana_mango27225",
+      "apple_banana_mango27556",
+      "apple_banana_mango27889",
+      "apple_banana_mango28224",
+      "apple_banana_mango28561",
+      "apple_banana_mango28900",
+      "apple_banana_mango29241",
+      "apple_banana_mango29584",
+      "apple_banana_mango29929",
+      "apple_banana_mango30276",
+      "apple_banana_mango30625",
+      "apple_banana_mango30976",
+      "apple_banana_mango31329",
+      "apple_banana_mango31684",
+      "apple_banana_mango32041",
+      "apple_banana_mango32400",
+      "apple_banana_mango32761",
+      "apple_banana_mango33124",
+      "apple_banana_mango33489",
+      "apple_banana_mango33856",
+      "apple_banana_mango34225",
+      "apple_banana_mango34596",
+      "apple_banana_mango34969",
+      "apple_banana_mango35344",
+      "apple_banana_mango35721",
+      "apple_banana_mango36100",
+      "apple_banana_mango36481",
+      "apple_banana_mango36864",
+      "apple_banana_mango37249",
+      "apple_banana_mango37636",
+      "apple_banana_mango38025",
+      "apple_banana_mango38416",
+      "apple_banana_mango38809",
+      "apple_banana_mango39204",
+      "apple_banana_mango39601",
+      "apple_banana_mango40000",
+      "apple_banana_mango40401",
+      "apple_banana_mango40804",
+      "apple_banana_mango41209",
+      "apple_banana_mango41616",
+      "apple_banana_mango42025",
+      "apple_banana_mango42436",
+      "apple_banana_mango42849",
+      "apple_banana_mango43264",
+      "apple_banana_mango43681",
+      "apple_banana_mango44100",
+      "apple_banana_mango44521",
+      "apple_banana_mango44944",
+      "apple_banana_mango45369",
+      "apple_banana_mango45796",
+      "apple_banana_mango46225",
+      "apple_banana_mango46656",
+      "apple_banana_mango47089",
+      "apple_banana_mango47524",
+      "apple_banana_mango47961",
+      "apple_banana_mango48400",
+      "apple_banana_mango48841",
+      "apple_banana_mango49284",
+      "apple_banana_mango49729",
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+      "apple_banana_mango567009",
+      "apple_banana_mango568516",
+      "apple_banana_mango570025",
+      "apple_banana_mango571536",
+      "apple_banana_mango573049",
+      "apple_banana_mango574564",
+      "apple_banana_mango576081",
+      "apple_banana_mango577600",
+      "apple_banana_mango579121",
+      "apple_banana_mango580644",
+      "apple_banana_mango582169",
+      "apple_banana_mango583696",
+      "apple_banana_mango585225",
+      "apple_banana_mango586756",
+      "apple_banana_mango588289",
+      "apple_banana_mango589824",
+      "apple_banana_mango591361",
+      "apple_banana_mango592900",
+      "apple_banana_mango594441",
+      "apple_banana_mango595984",
+      "apple_banana_mango597529",
+      "apple_banana_mango599076",
+      "apple_banana_mango600625",
+      "apple_banana_mango602176",
+      "apple_banana_mango603729",
+      "apple_banana_mango605284",
+      "apple_banana_mango606841",
+      "apple_banana_mango608400",
+      "apple_banana_mango609961",
+      "apple_banana_mango611524",
+      "apple_banana_mango613089",
+      "apple_banana_mango614656",
+      "apple_banana_mango616225",
+      "apple_banana_mango617796",
+      "apple_banana_mango619369",
+      "apple_banana_mango620944",
+      "apple_banana_mango622521",
+      "apple_banana_mango624100",
+      "apple_banana_mango625681",
+      "apple_banana_mango627264",
+      "apple_banana_mango628849",
+      "apple_banana_mango630436",
+      "apple_banana_mango632025",
+      "apple_banana_mango633616",
+      "apple_banana_mango635209",
+      "apple_banana_mango636804",
+      "apple_banana_mango638401",
+      "apple_banana_mango640000",
+      "apple_banana_mango641601",
+      "apple_banana_mango643204",
+      "apple_banana_mango644809",
+      "apple_banana_mango646416",
+      "apple_banana_mango648025",
+      "apple_banana_mango649636",
+      "apple_banana_mango651249",
+      "apple_banana_mango652864",
+      "apple_banana_mango654481",
+      "apple_banana_mango656100",
+      "apple_banana_mango657721",
+      "apple_banana_mango659344",
+      "apple_banana_mango660969",
+      "apple_banana_mango662596",
+      "apple_banana_mango664225",
+      "apple_banana_mango665856",
+      "apple_banana_mango667489",
+      "apple_banana_mango669124",
+      "apple_banana_mango670761",
+      "apple_banana_mango672400",
+      "apple_banana_mango674041",
+      "apple_banana_mango675684",
+      "apple_banana_mango677329",
+      "apple_banana_mango678976",
+      "apple_banana_mango680625",
+      "apple_banana_mango682276",
+      "apple_banana_mango683929",
+      "apple_banana_mango685584",
+      "apple_banana_mango687241",
+      "apple_banana_mango688900",
+      "apple_banana_mango690561",
+      "apple_banana_mango692224",
+      "apple_banana_mango693889",
+      "apple_banana_mango695556",
+      "apple_banana_mango697225",
+      "apple_banana_mango698896",
+      "apple_banana_mango700569",
+      "apple_banana_mango702244",
+      "apple_banana_mango703921",
+      "apple_banana_mango705600",
+      "apple_banana_mango707281",
+      "apple_banana_mango708964",
+      "apple_banana_mango710649",
+      "apple_banana_mango712336",
+      "apple_banana_mango714025",
+      "apple_banana_mango715716",
+      "apple_banana_mango717409",
+      "apple_banana_mango719104",
+      "apple_banana_mango720801",
+      "apple_banana_mango722500",
+      "apple_banana_mango724201",
+      "apple_banana_mango725904",
+      "apple_banana_mango727609",
+      "apple_banana_mango729316",
+      "apple_banana_mango731025",
+      "apple_banana_mango732736",
+      "apple_banana_mango734449",
+      "apple_banana_mango736164",
+      "apple_banana_mango737881",
+      "apple_banana_mango739600",
+      "apple_banana_mango741321",
+      "apple_banana_mango743044",
+      "apple_banana_mango744769",
+      "apple_banana_mango746496",
+      "apple_banana_mango748225",
+      "apple_banana_mango749956",
+      "apple_banana_mango751689",
+      "apple_banana_mango753424",
+      "apple_banana_mango755161",
+      "apple_banana_mango756900",
+      "apple_banana_mango758641",
+      "apple_banana_mango760384",
+      "apple_banana_mango762129",
+      "apple_banana_mango763876",
+      "apple_banana_mango765625",
+      "apple_banana_mango767376",
+      "apple_banana_mango769129",
+      "apple_banana_mango770884",
+      "apple_banana_mango772641",
+      "apple_banana_mango774400",
+      "apple_banana_mango776161",
+      "apple_banana_mango777924",
+      "apple_banana_mango779689",
+      "apple_banana_mango781456",
+      "apple_banana_mango783225",
+      "apple_banana_mango784996",
+      "apple_banana_mango786769",
+      "apple_banana_mango788544",
+      "apple_banana_mango790321",
+      "apple_banana_mango792100",
+      "apple_banana_mango793881",
+      "apple_banana_mango795664",
+      "apple_banana_mango797449",
+      "apple_banana_mango799236",
+      "apple_banana_mango801025",
+      "apple_banana_mango802816",
+      "apple_banana_mango804609",
+      "apple_banana_mango806404",
+      "apple_banana_mango808201",
+      "apple_banana_mango810000",
+      "apple_banana_mango811801",
+      "apple_banana_mango813604",
+      "apple_banana_mango815409",
+      "apple_banana_mango817216",
+      "apple_banana_mango819025",
+      "apple_banana_mango820836",
+      "apple_banana_mango822649",
+      "apple_banana_mango824464",
+      "apple_banana_mango826281",
+      "apple_banana_mango828100",
+      "apple_banana_mango829921",
+      "apple_banana_mango831744",
+      "apple_banana_mango833569",
+      "apple_banana_mango835396",
+      "apple_banana_mango837225",
+      "apple_banana_mango839056",
+      "apple_banana_mango840889",
+      "apple_banana_mango842724",
+      "apple_banana_mango844561",
+      "apple_banana_mango846400",
+      "apple_banana_mango848241",
+      "apple_banana_mango850084",
+      "apple_banana_mango851929",
+      "apple_banana_mango853776",
+      "apple_banana_mango855625",
+      "apple_banana_mango857476",
+      "apple_banana_mango859329",
+      "apple_banana_mango861184",
+      "apple_banana_mango863041",
+      "apple_banana_mango864900",
+      "apple_banana_mango866761",
+      "apple_banana_mango868624",
+      "apple_banana_mango870489",
+      "apple_banana_mango872356",
+      "apple_banana_mango874225",
+      "apple_banana_mango876096",
+      "apple_banana_mango877969",
+      "apple_banana_mango879844",
+      "apple_banana_mango881721",
+      "apple_banana_mango883600",
+      "apple_banana_mango885481",
+      "apple_banana_mango887364",
+      "apple_banana_mango889249",
+      "apple_banana_mango891136",
+      "apple_banana_mango893025",
+      "apple_banana_mango894916",
+      "apple_banana_mango896809",
+      "apple_banana_mango898704",
+      "apple_banana_mango900601",
+      "apple_banana_mango902500",
+      "apple_banana_mango904401",
+      "apple_banana_mango906304",
+      "apple_banana_mango908209",
+      "apple_banana_mango910116",
+      "apple_banana_mango912025",
+      "apple_banana_mango913936",
+      "apple_banana_mango915849",
+      "apple_banana_mango917764",
+      "apple_banana_mango919681",
+      "apple_banana_mango921600",
+      "apple_banana_mango923521",
+      "apple_banana_mango925444",
+      "apple_banana_mango927369",
+      "apple_banana_mango929296",
+      "apple_banana_mango931225",
+      "apple_banana_mango933156",
+      "apple_banana_mango935089",
+      "apple_banana_mango937024",
+      "apple_banana_mango938961",
+      "apple_banana_mango940900",
+      "apple_banana_mango942841",
+      "apple_banana_mango944784",
+      "apple_banana_mango946729",
+      "apple_banana_mango948676",
+      "apple_banana_mango950625",
+      "apple_banana_mango952576",
+      "apple_banana_mango954529",
+      "apple_banana_mango956484",
+      "apple_banana_mango958441",
+      "apple_banana_mango960400",
+      "apple_banana_mango962361",
+      "apple_banana_mango964324",
+      "apple_banana_mango966289",
+      "apple_banana_mango968256",
+      "apple_banana_mango970225",
+      "apple_banana_mango972196",
+      "apple_banana_mango974169",
+      "apple_banana_mango976144",
+      "apple_banana_mango978121",
+      "apple_banana_mango980100",
+      "apple_banana_mango982081",
+      "apple_banana_mango984064",
+      "apple_banana_mango986049",
+      "apple_banana_mango988036",
+      "apple_banana_mango990025",
+      "apple_banana_mango992016",
+      "apple_banana_mango994009",
+      "apple_banana_mango996004",
+      "apple_banana_mango998001"
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/dict-page-offset-zero.columns.json b/test/files/dict-page-offset-zero.columns.json
new file mode 100644
index 0000000..6bd5475
--- /dev/null
+++ b/test/files/dict-page-offset-zero.columns.json
@@ -0,0 +1,45 @@
+[
+  [
+    [
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
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+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552,
+      1552
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/duckdb2557.columns.json b/test/files/duckdb2557.columns.json
new file mode 100644
index 0000000..87f08df
--- /dev/null
+++ b/test/files/duckdb2557.columns.json
@@ -0,0 +1,1451 @@
+[
+  [
+    [
+      [
+        "adipiscing",
+        "elit"
+      ],
+      [
+        "adipiscing",
+        "elit"
+      ],
+      [
+        "dolor",
+        "sit",
+        "amet",
+        "consectetur",
+        "adipiscing",
+        "elit"
+      ],
+      [
+        "Lorem",
+        "ipsum",
+        "dolor",
+        "sit",
+        "amet",
+        "consectetur",
+        "adipiscing",
+        "elit"
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+        "consectetur",
+        "adipiscing",
+        "elit"
+      ],
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+        "sit",
+        "amet",
+        "consectetur",
+        "adipiscing",
+        "elit"
+      ],
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+        "amet",
+        "consectetur",
+        "adipiscing",
+        "elit"
+      ],
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+        "elit"
+      ],
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+        "dolor",
+        "sit",
+        "amet",
+        "consectetur",
+        "adipiscing",
+        "elit"
+      ],
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+        "Lorem",
+        "ipsum",
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+        "consectetur",
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+        "elit"
+      ],
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+      ],
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+        "adipiscing",
+        "elit"
+      ],
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+        "consectetur",
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+        "elit"
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+        "adipiscing",
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+      ],
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+        "adipiscing",
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+        "elit"
+      ],
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+        "adipiscing",
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+        "adipiscing",
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+      ],
+      [
+        "ipsum",
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+        "amet",
+        "consectetur",
+        "adipiscing",
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+        "amet",
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+        "adipiscing",
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+        "consectetur",
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\ No newline at end of file
diff --git a/test/files/duckdb3734.columns.json b/test/files/duckdb3734.columns.json
new file mode 100644
index 0000000..f275a8a
--- /dev/null
+++ b/test/files/duckdb3734.columns.json
@@ -0,0 +1,216 @@
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+          ]
+        ]
+      ],
+      [
+        [
+          [
+            "\\N"
+          ]
+        ]
+      ]
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/duckdb4442.columns.json b/test/files/duckdb4442.columns.json
new file mode 100644
index 0000000..5d9c754
--- /dev/null
+++ b/test/files/duckdb4442.columns.json
@@ -0,0 +1,55 @@
+[
+  [
+    [
+      12
+    ],
+    [
+      5184
+    ],
+    [
+      1
+    ],
+    [
+      22
+    ],
+    [
+      "2011-10-06T22:21:49.580Z"
+    ],
+    [
+      "outbound"
+    ],
+    [
+      323020033
+    ],
+    [
+      "{}"
+    ],
+    [
+      2100
+    ],
+    [
+      33
+    ],
+    [
+      0
+    ],
+    [
+      7
+    ],
+    [
+      10
+    ],
+    [
+      0
+    ],
+    [
+      1317427200000
+    ],
+    [
+      1317939709580
+    ],
+    [
+      11
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/duckdb5533.columns.json b/test/files/duckdb5533.columns.json
new file mode 100644
index 0000000..1e31a93
--- /dev/null
+++ b/test/files/duckdb5533.columns.json
@@ -0,0 +1,34 @@
+[
+  [
+    [
+      "2022-11-27T17:42:43.514Z",
+      "2022-11-27T17:42:43.514Z",
+      "2022-11-27T17:42:44.280Z",
+      "2022-11-27T17:42:44.280Z"
+    ],
+    [
+      2448,
+      85016,
+      1184,
+      85016
+    ],
+    [
+      null,
+      null,
+      null,
+      null
+    ],
+    [
+      1,
+      -1,
+      1,
+      -1
+    ],
+    [
+      343,
+      343,
+      343,
+      343
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/fixed_length_decimal.columns.json b/test/files/fixed_length_decimal.columns.json
new file mode 100644
index 0000000..7e7b52d
--- /dev/null
+++ b/test/files/fixed_length_decimal.columns.json
@@ -0,0 +1,30 @@
+[
+  [
+    [
+      1,
+      2,
+      3,
+      4,
+      5,
+      6,
+      7,
+      8,
+      9,
+      10,
+      11,
+      12,
+      13,
+      14,
+      15,
+      16,
+      17,
+      18,
+      19,
+      20,
+      21,
+      22,
+      23,
+      24
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/float16_nonzeros_and_nans.columns.json b/test/files/float16_nonzeros_and_nans.columns.json
new file mode 100644
index 0000000..80be60e
--- /dev/null
+++ b/test/files/float16_nonzeros_and_nans.columns.json
@@ -0,0 +1,14 @@
+[
+  [
+    [
+      null,
+      1,
+      -2,
+      null,
+      0,
+      -1,
+      0,
+      2
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/hadoop_lz4_compressed.columns.json b/test/files/hadoop_lz4_compressed.columns.json
new file mode 100644
index 0000000..a02b19b
--- /dev/null
+++ b/test/files/hadoop_lz4_compressed.columns.json
@@ -0,0 +1,22 @@
+[
+  [
+    [
+      1593604800,
+      1593604800,
+      1593604801,
+      1593604801
+    ],
+    [
+      "abc",
+      "def",
+      "abc",
+      "def"
+    ],
+    [
+      42,
+      7.7,
+      42.125,
+      7.7
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/incorrect_map_schema.columns.json b/test/files/incorrect_map_schema.columns.json
new file mode 100644
index 0000000..686b63b
--- /dev/null
+++ b/test/files/incorrect_map_schema.columns.json
@@ -0,0 +1,20 @@
+[
+  [
+    [
+      [
+        [
+          "parent",
+          "name"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          "another",
+          "report"
+        ]
+      ]
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/issue23.columns.json b/test/files/issue23.columns.json
new file mode 100644
index 0000000..fe378b7
--- /dev/null
+++ b/test/files/issue23.columns.json
@@ -0,0 +1,793 @@
+[
+  [
+    [
+      [
+        "22425501"
+      ]
+    ],
+    [
+      [
+        [
+          "PL"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          "Test Fable"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          "22428702",
+          "22425554"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            "PL"
+          ],
+          [
+            "PL"
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            "Test category 23"
+          ],
+          [
+            "Test catergory"
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            "22428878"
+          ],
+          [
+            "22425677"
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              "PL"
+            ]
+          ],
+          [
+            [
+              "UK",
+              "PL"
+            ]
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              "Test"
+            ]
+          ],
+          [
+            [
+              "Duży​​ awokado tost z jajkiem",
+              "Duży​​ awokado tost z jajkiem"
+            ]
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              "22806893",
+              "22806869"
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "PL"
+              ],
+              [
+                "PL"
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "Dish extra 1"
+              ],
+              [
+                "Dodatki do śniadania"
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              false,
+              false
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              -1,
+              -1
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "21985972",
+                "21985948"
+              ],
+              [
+                "22861716",
+                "22673128",
+                "22672907"
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  "861005"
+                ],
+                [
+                  "20997760"
+                ]
+              ],
+              [
+                [
+                  "11742617"
+                ],
+                [
+                  "895653"
+                ],
+                [
+                  "861005"
+                ]
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  [
+                    "UK",
+                    "EN",
+                    "PL"
+                  ]
+                ],
+                [
+                  [
+                    "PL"
+                  ]
+                ]
+              ],
+              [
+                [
+                  [
+                    "PL"
+                  ]
+                ],
+                [
+                  [
+                    "UK",
+                    "EN",
+                    "PL"
+                  ]
+                ],
+                [
+                  [
+                    "UK",
+                    "EN",
+                    "PL"
+                  ]
+                ]
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  [
+                    "Цебуля",
+                    "Onion",
+                    "Cebula"
+                  ]
+                ],
+                [
+                  [
+                    "asd"
+                  ]
+                ]
+              ],
+              [
+                [
+                  [
+                    "Śmietana 12%"
+                  ]
+                ],
+                [
+                  [
+                    "Картопля",
+                    "Potato",
+                    "Ziemnaik"
+                  ]
+                ],
+                [
+                  [
+                    "Цебуля",
+                    "Onion",
+                    "Cebula"
+                  ]
+                ]
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "KG",
+                "KG"
+              ],
+              [
+                "KG",
+                "KG",
+                "KG"
+              ]
+            ]
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+          [
+            []
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+        [
+          [
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+                  1
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+                [
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+                [
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+          [
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+    [
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+        [
+          [
+            [
+              [
+                [
+                  [
+                    "7"
+                  ]
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+                [
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+              [
+                [
+                  [
+                    "\u0001"
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+                  [
+                    "o"
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+                [
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+          [
+            []
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+    ],
+    [
+      [
+        [
+          [
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+                  0
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+                [
+                  0
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+                  0
+                ],
+                [
+                  0
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+                [
+                  0
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+          [
+            []
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+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  []
+                ],
+                [
+                  []
+                ]
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+              [
+                [
+                  []
+                ],
+                [
+                  []
+                ],
+                [
+                  []
+                ]
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+          [
+            []
+          ]
+        ]
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+    ],
+    [
+      [
+        [
+          [
+            [
+              "PL"
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+              "PL"
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+    ],
+    [
+      [
+        [
+          [
+            [
+              "asd"
+            ]
+          ],
+          [
+            [
+              "Duży​​ awokado tost z jajkiem",
+              "Rzemieślnicze pieczywo, dwa jajka sadzone lub jajecznica, guacamole, serek kremowy, podawane z sałatką"
+            ]
+          ]
+        ]
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+    ],
+    [
+      [
+        [
+          [
+            [
+              "PL"
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+            [
+              "UK",
+              "PL"
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+    ],
+    [
+      [
+        [
+          [
+            [
+              ""
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+          [
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+              "",
+              ""
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+        ]
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+    [
+      [
+        [
+          [
+            "KG"
+          ],
+          [
+            "KG"
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+      ]
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+    [
+      [
+        [
+          [
+            [
+              [
+                0
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+              [
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+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  "d"
+                ]
+              ]
+            ]
+          ],
+          [
+            [
+              [
+                [
+                  "\u0001"
+                ]
+              ]
+            ]
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+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
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+                0
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+          ],
+          [
+            [
+              [
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+            ]
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                [
+                  "\n"
+                ]
+              ]
+            ]
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+          [
+            [
+              [
+                [
+                  "\n"
+                ]
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+          ]
+        ]
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+    ],
+    [
+      [
+        [
+          [
+            0
+          ],
+          [
+            0
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            false
+          ],
+          [
+            false
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              "VEGETARIAN",
+              "VEGAN",
+              "HALAL",
+              "KOSHER",
+              "LACTOSE_FREE",
+              "GLUTEN_FREE",
+              "ORGANIC"
+            ]
+          ],
+          [
+            [
+              "VEGETARIAN"
+            ]
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              "https://file-storage.itasty.eu/image/dish/d92c8ad1-1679-41e4-8596-4652c0ec9131/d92c8ad1-1679-41e4-8596-4652c0ec9131.jpeg"
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "THUMBNAIL_SMALL",
+                "THUMBNAIL",
+                "LARGE"
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          [
+            [
+              [
+                "https://file-storage.itasty.eu/image/dish/d92c8ad1-1679-41e4-8596-4652c0ec9131/d92c8ad1-1679-41e4-8596-4652c0ec9131_thumbnail_small_w285.jpeg",
+                "https://file-storage.itasty.eu/image/dish/d92c8ad1-1679-41e4-8596-4652c0ec9131/d92c8ad1-1679-41e4-8596-4652c0ec9131_thumbnail_w400.jpeg",
+                "https://file-storage.itasty.eu/image/dish/d92c8ad1-1679-41e4-8596-4652c0ec9131/d92c8ad1-1679-41e4-8596-4652c0ec9131_large_w800.jpeg"
+              ]
+            ]
+          ],
+          [
+            []
+          ]
+        ]
+      ]
+    ],
+    [
+      [
+        ""
+      ]
+    ],
+    [
+      [
+        [
+          "PL"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          "Test Fable"
+        ]
+      ]
+    ],
+    [
+      [
+        [
+          "PL",
+          "EN",
+          "UK"
+        ]
+      ]
+    ],
+    [
+      []
+    ],
+    [
+      []
+    ],
+    [
+      "PLN"
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/lz4_raw_compressed.columns.json b/test/files/lz4_raw_compressed.columns.json
new file mode 100644
index 0000000..a02b19b
--- /dev/null
+++ b/test/files/lz4_raw_compressed.columns.json
@@ -0,0 +1,22 @@
+[
+  [
+    [
+      1593604800,
+      1593604800,
+      1593604801,
+      1593604801
+    ],
+    [
+      "abc",
+      "def",
+      "abc",
+      "def"
+    ],
+    [
+      42,
+      7.7,
+      42.125,
+      7.7
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/nested_structs.rust.columns.json b/test/files/nested_structs.rust.columns.json
new file mode 100644
index 0000000..fde2bfa
--- /dev/null
+++ b/test/files/nested_structs.rust.columns.json
@@ -0,0 +1,652 @@
+[
+  [
+    [
+      190406409000602
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+    [
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diff --git a/test/files/nonnullable.impala.columns.json b/test/files/nonnullable.impala.columns.json
new file mode 100644
index 0000000..4039c0c
--- /dev/null
+++ b/test/files/nonnullable.impala.columns.json
@@ -0,0 +1,79 @@
+[
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\ No newline at end of file
diff --git a/test/files/nullable.impala.columns.json b/test/files/nullable.impala.columns.json
new file mode 100644
index 0000000..acfe3dc
--- /dev/null
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diff --git a/test/files/plain-dict-uncompressed-checksum.columns.json b/test/files/plain-dict-uncompressed-checksum.columns.json
new file mode 100644
index 0000000..31ead72
--- /dev/null
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+      "a655fd0e-9949-4059-bcae-fd6a002a4652",
+      "a655fd0e-9949-4059-bcae-fd6a002a4652"
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/repeated_no_annotation.columns.json b/test/files/repeated_no_annotation.columns.json
new file mode 100644
index 0000000..1cae41d
--- /dev/null
+++ b/test/files/repeated_no_annotation.columns.json
@@ -0,0 +1,60 @@
+[
+  [
+    [
+      1,
+      2,
+      3,
+      4,
+      5,
+      6
+    ],
+    [
+      [],
+      [],
+      [
+        []
+      ],
+      [
+        [
+          5555555555
+        ]
+      ],
+      [
+        [
+          1111111111
+        ]
+      ],
+      [
+        [
+          1111111111,
+          2222222222,
+          3333333333
+        ]
+      ]
+    ],
+    [
+      [],
+      [],
+      [
+        []
+      ],
+      [
+        [
+          null
+        ]
+      ],
+      [
+        [
+          "home"
+        ]
+      ],
+      [
+        [
+          "home",
+          null,
+          "mobile"
+        ]
+      ]
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/rle_boolean_encoding.columns.json b/test/files/rle_boolean_encoding.columns.json
new file mode 100644
index 0000000..a20004b
--- /dev/null
+++ b/test/files/rle_boolean_encoding.columns.json
@@ -0,0 +1,74 @@
+[
+  [
+    [
+      true,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      false,
+      false,
+      false,
+      false,
+      true,
+      true,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      false,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      false,
+      true,
+      true,
+      false,
+      null,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/rowgroups.columns.json b/test/files/rowgroups.columns.json
new file mode 100644
index 0000000..ebb80f8
--- /dev/null
+++ b/test/files/rowgroups.columns.json
@@ -0,0 +1,25 @@
+[
+  [
+    [
+      1,
+      2,
+      3,
+      4,
+      5,
+      6,
+      7,
+      8,
+      9,
+      10
+    ]
+  ],
+  [
+    [
+      11,
+      12,
+      13,
+      14,
+      15
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/struct_strings.columns.json b/test/files/struct_strings.columns.json
new file mode 100644
index 0000000..b6e6e3d
--- /dev/null
+++ b/test/files/struct_strings.columns.json
@@ -0,0 +1,12 @@
+[
+  [
+    [
+      "hello",
+      null
+    ],
+    [
+      null,
+      1.23
+    ]
+  ]
+]
\ No newline at end of file
diff --git a/test/files/unsigned.columns.json b/test/files/unsigned.columns.json
new file mode 100644
index 0000000..339cda5
--- /dev/null
+++ b/test/files/unsigned.columns.json
@@ -0,0 +1,20 @@
+[
+  [
+    [
+      0,
+      255
+    ],
+    [
+      0,
+      65535
+    ],
+    [
+      0,
+      4294967295
+    ],
+    [
+      0,
+      18446744073709552000
+    ]
+  ]
+]
\ No newline at end of file

From afb38b858147b3d0089ca02a26071d647aa0888d Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:30:22 -0500
Subject: [PATCH 06/14] implement readColumn tests for undefined rowLimits

---
 test/column.test.js | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)
 create mode 100644 test/column.test.js

diff --git a/test/column.test.js b/test/column.test.js
new file mode 100644
index 0000000..1c9aa57
--- /dev/null
+++ b/test/column.test.js
@@ -0,0 +1,30 @@
+import fs from 'fs'
+import { compressors } from 'hyparquet-compressors'
+import { describe, expect, it } from 'vitest'
+import { parquetMetadata } from '../src/hyparquet.js'
+import { getSchemaPath } from '../src/schema.js'
+import { getColumnRange, readColumn } from '../src/column.js'
+import { asyncBufferFromFile, toJson } from '../src/utils.js'
+import { fileToJson } from './helpers.js'
+
+describe('readColumn', () => {
+  const parquetFiles = fs.readdirSync('test/files').filter(f => f.endsWith('.parquet'))
+  parquetFiles.forEach((file, i) => {
+    it(`read columns from ${file} when rowLimit is undefined`, async () => {
+      const arrayBuffer = await asyncBufferFromFile(`test/files/${file}`).then(e => e.slice(0))
+      const metadata = parquetMetadata(arrayBuffer)
+
+      const result = metadata.row_groups.map((rowGroup) => rowGroup.columns.map((column) => {
+        const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
+        const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
+        const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
+        const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
+        return readColumn(reader, undefined, column.meta_data, schemaPath, { compressors })
+      }))
+
+      const base = file.replace('.parquet', '')
+      const expected = fileToJson(`test/files/${base}.columns.json`)
+      expect(JSON.stringify(toJson(result))).toEqual(JSON.stringify(toJson(expected))) // ensure that we're not comparing NaN, -0, etc.
+    })
+  })
+})

From 4b25716f75f06becc176929c9216b71fc0d632b0 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:31:13 -0500
Subject: [PATCH 07/14] remove unused variable

---
 test/column.test.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/column.test.js b/test/column.test.js
index 1c9aa57..837d61f 100644
--- a/test/column.test.js
+++ b/test/column.test.js
@@ -9,7 +9,7 @@ import { fileToJson } from './helpers.js'
 
 describe('readColumn', () => {
   const parquetFiles = fs.readdirSync('test/files').filter(f => f.endsWith('.parquet'))
-  parquetFiles.forEach((file, i) => {
+  parquetFiles.forEach((file) => {
     it(`read columns from ${file} when rowLimit is undefined`, async () => {
       const arrayBuffer = await asyncBufferFromFile(`test/files/${file}`).then(e => e.slice(0))
       const metadata = parquetMetadata(arrayBuffer)

From acb49f7c070b00756dbc64354191035c5ef0e1f0 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:33:34 -0500
Subject: [PATCH 08/14] return early if no metadata is present

---
 test/column.test.js | 1 +
 1 file changed, 1 insertion(+)

diff --git a/test/column.test.js b/test/column.test.js
index 837d61f..cf9c0c8 100644
--- a/test/column.test.js
+++ b/test/column.test.js
@@ -15,6 +15,7 @@ describe('readColumn', () => {
       const metadata = parquetMetadata(arrayBuffer)
 
       const result = metadata.row_groups.map((rowGroup) => rowGroup.columns.map((column) => {
+        if (!column.meta_data) return []
         const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
         const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
         const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])

From 6da005b7e7794b2e501f143c6c4ba72eea6b5901 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:45:01 -0500
Subject: [PATCH 09/14] address tsc warnings

---
 src/column.js       | 6 +++---
 test/column.test.js | 5 +++--
 2 files changed, 6 insertions(+), 5 deletions(-)

diff --git a/src/column.js b/src/column.js
index 830c251..d191772 100644
--- a/src/column.js
+++ b/src/column.js
@@ -10,7 +10,7 @@ import { concat } from './utils.js'
  * Parse column data from a buffer.
  *
  * @param {DataReader} reader
- * @param {number} rowLimit maximum number of rows to read (Infinity reads all rows)
+ * @param {number | undefined} rowLimit maximum number of rows to read (Infinity reads all rows)
  * @param {ColumnMetaData} columnMetadata column metadata
  * @param {SchemaTree[]} schemaPath schema path for the column
  * @param {ParquetReadOptions} options read options
@@ -22,9 +22,9 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   let dictionary = undefined
   /** @type {any[]} */
   const rowData = []
-  const hasRowLimit = isFinite(rowLimit) && rowLimit >= 0
+  const hasRowLimit = rowLimit !== undefined && isFinite(rowLimit)
 
-  while (rowData.length < rowLimit || !hasRowLimit) {
+  while (!hasRowLimit || rowData.length) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader
     // parse column header
     const header = parquetHeader(reader)
diff --git a/test/column.test.js b/test/column.test.js
index cf9c0c8..5d1b830 100644
--- a/test/column.test.js
+++ b/test/column.test.js
@@ -11,7 +11,8 @@ describe('readColumn', () => {
   const parquetFiles = fs.readdirSync('test/files').filter(f => f.endsWith('.parquet'))
   parquetFiles.forEach((file) => {
     it(`read columns from ${file} when rowLimit is undefined`, async () => {
-      const arrayBuffer = await asyncBufferFromFile(`test/files/${file}`).then(e => e.slice(0))
+      const asyncBuffer = await asyncBufferFromFile(`test/files/${file}`)
+      const arrayBuffer = await asyncBuffer.slice(0)
       const metadata = parquetMetadata(arrayBuffer)
 
       const result = metadata.row_groups.map((rowGroup) => rowGroup.columns.map((column) => {
@@ -20,7 +21,7 @@ describe('readColumn', () => {
         const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
         const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
         const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
-        return readColumn(reader, undefined, column.meta_data, schemaPath, { compressors })
+        return readColumn(reader, undefined, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
       }))
 
       const base = file.replace('.parquet', '')

From 04262305466021ea38b2aa2333d7596c75ed7d9a Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 15:45:42 -0500
Subject: [PATCH 10/14] add comparison

---
 src/column.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/column.js b/src/column.js
index d191772..60d6a09 100644
--- a/src/column.js
+++ b/src/column.js
@@ -24,7 +24,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   const rowData = []
   const hasRowLimit = rowLimit !== undefined && isFinite(rowLimit)
 
-  while (!hasRowLimit || rowData.length) {
+  while (!hasRowLimit || rowData.length < rowLimit) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader
     // parse column header
     const header = parquetHeader(reader)

From dab11c25b382c0786a9376a97288c5552e0430b1 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Wed, 18 Dec 2024 16:04:22 -0500
Subject: [PATCH 11/14] clarify that undefined is valid for rowLimit

---
 src/column.js | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/column.js b/src/column.js
index 60d6a09..9b76a68 100644
--- a/src/column.js
+++ b/src/column.js
@@ -10,7 +10,7 @@ import { concat } from './utils.js'
  * Parse column data from a buffer.
  *
  * @param {DataReader} reader
- * @param {number | undefined} rowLimit maximum number of rows to read (Infinity reads all rows)
+ * @param {number | undefined} rowLimit maximum number of rows to read (undefined reads all rows)
  * @param {ColumnMetaData} columnMetadata column metadata
  * @param {SchemaTree[]} schemaPath schema path for the column
  * @param {ParquetReadOptions} options read options
@@ -22,7 +22,7 @@ export function readColumn(reader, rowLimit, columnMetadata, schemaPath, { compr
   let dictionary = undefined
   /** @type {any[]} */
   const rowData = []
-  const hasRowLimit = rowLimit !== undefined && isFinite(rowLimit)
+  const hasRowLimit = rowLimit !== undefined && rowLimit >= 0 && isFinite(rowLimit)
 
   while (!hasRowLimit || rowData.length < rowLimit) {
     if (reader.offset >= reader.view.byteLength - 1) break // end of reader

From 481c5d75b2116714a1c5a77b9aab66b3af3d2970 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Thu, 19 Dec 2024 20:42:13 -0500
Subject: [PATCH 12/14] remove test files

---
 test/files/adam_genotypes.columns.json        |   389 -
 test/files/brotli_compressed.columns.json     |    22 -
 test/files/byte_array_decimal.columns.json    |    30 -
 .../files/byte_stream_split.zstd.columns.json |   608 -
 ...te_stream_split_extended.gzip.columns.json |  5232 ------
 .../concatenated_gzip_members.columns.json    |   519 -
 test/files/datapage_v2.snappy.columns.json    |    56 -
 test/files/delta_binary_packed.columns.json   | 13336 ----------------
 test/files/delta_byte_array.columns.json      |  9022 -----------
 ...elta_encoding_optional_column.columns.json |  1738 --
 ...elta_encoding_required_column.columns.json |  1738 --
 .../delta_length_byte_array.columns.json      |  1006 --
 test/files/dict-page-offset-zero.columns.json |    45 -
 test/files/duckdb2557.columns.json            |  1451 --
 test/files/duckdb3734.columns.json            |   216 -
 test/files/duckdb4442.columns.json            |    55 -
 test/files/duckdb5533.columns.json            |    34 -
 test/files/fixed_length_decimal.columns.json  |    30 -
 .../float16_nonzeros_and_nans.columns.json    |    14 -
 test/files/hadoop_lz4_compressed.columns.json |    22 -
 test/files/incorrect_map_schema.columns.json  |    20 -
 test/files/issue23.columns.json               |   793 -
 test/files/lz4_raw_compressed.columns.json    |    22 -
 test/files/nested_structs.rust.columns.json   |   652 -
 test/files/nonnullable.impala.columns.json    |    79 -
 test/files/nullable.impala.columns.json       |   605 -
 ...in-dict-uncompressed-checksum.columns.json |  2008 ---
 .../files/repeated_no_annotation.columns.json |    60 -
 test/files/rle_boolean_encoding.columns.json  |    74 -
 test/files/rowgroups.columns.json             |    25 -
 test/files/struct_strings.columns.json        |    12 -
 test/files/unsigned.columns.json              |    20 -
 32 files changed, 39933 deletions(-)
 delete mode 100644 test/files/adam_genotypes.columns.json
 delete mode 100644 test/files/brotli_compressed.columns.json
 delete mode 100644 test/files/byte_array_decimal.columns.json
 delete mode 100644 test/files/byte_stream_split.zstd.columns.json
 delete mode 100644 test/files/byte_stream_split_extended.gzip.columns.json
 delete mode 100644 test/files/concatenated_gzip_members.columns.json
 delete mode 100644 test/files/datapage_v2.snappy.columns.json
 delete mode 100644 test/files/delta_binary_packed.columns.json
 delete mode 100644 test/files/delta_byte_array.columns.json
 delete mode 100644 test/files/delta_encoding_optional_column.columns.json
 delete mode 100644 test/files/delta_encoding_required_column.columns.json
 delete mode 100644 test/files/delta_length_byte_array.columns.json
 delete mode 100644 test/files/dict-page-offset-zero.columns.json
 delete mode 100644 test/files/duckdb2557.columns.json
 delete mode 100644 test/files/duckdb3734.columns.json
 delete mode 100644 test/files/duckdb4442.columns.json
 delete mode 100644 test/files/duckdb5533.columns.json
 delete mode 100644 test/files/fixed_length_decimal.columns.json
 delete mode 100644 test/files/float16_nonzeros_and_nans.columns.json
 delete mode 100644 test/files/hadoop_lz4_compressed.columns.json
 delete mode 100644 test/files/incorrect_map_schema.columns.json
 delete mode 100644 test/files/issue23.columns.json
 delete mode 100644 test/files/lz4_raw_compressed.columns.json
 delete mode 100644 test/files/nested_structs.rust.columns.json
 delete mode 100644 test/files/nonnullable.impala.columns.json
 delete mode 100644 test/files/nullable.impala.columns.json
 delete mode 100644 test/files/plain-dict-uncompressed-checksum.columns.json
 delete mode 100644 test/files/repeated_no_annotation.columns.json
 delete mode 100644 test/files/rle_boolean_encoding.columns.json
 delete mode 100644 test/files/rowgroups.columns.json
 delete mode 100644 test/files/struct_strings.columns.json
 delete mode 100644 test/files/unsigned.columns.json

diff --git a/test/files/adam_genotypes.columns.json b/test/files/adam_genotypes.columns.json
deleted file mode 100644
index efdc7d2..0000000
--- a/test/files/adam_genotypes.columns.json
+++ /dev/null
@@ -1,389 +0,0 @@
-[
-  [
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        [
-          "name"
-        ]
-      ]
-    ],
-    [
-      [
-        false
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        null
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      [
-        []
-      ]
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      []
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ],
-    [
-      false
-    ],
-    [
-      false
-    ],
-    [
-      null
-    ],
-    [
-      null
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/brotli_compressed.columns.json b/test/files/brotli_compressed.columns.json
deleted file mode 100644
index a02b19b..0000000
--- a/test/files/brotli_compressed.columns.json
+++ /dev/null
@@ -1,22 +0,0 @@
-[
-  [
-    [
-      1593604800,
-      1593604800,
-      1593604801,
-      1593604801
-    ],
-    [
-      "abc",
-      "def",
-      "abc",
-      "def"
-    ],
-    [
-      42,
-      7.7,
-      42.125,
-      7.7
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/byte_array_decimal.columns.json b/test/files/byte_array_decimal.columns.json
deleted file mode 100644
index 7e7b52d..0000000
--- a/test/files/byte_array_decimal.columns.json
+++ /dev/null
@@ -1,30 +0,0 @@
-[
-  [
-    [
-      1,
-      2,
-      3,
-      4,
-      5,
-      6,
-      7,
-      8,
-      9,
-      10,
-      11,
-      12,
-      13,
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\ No newline at end of file
diff --git a/test/files/byte_stream_split.zstd.columns.json b/test/files/byte_stream_split.zstd.columns.json
deleted file mode 100644
index 6c545d0..0000000
--- a/test/files/byte_stream_split.zstd.columns.json
+++ /dev/null
@@ -1,608 +0,0 @@
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diff --git a/test/files/byte_stream_split_extended.gzip.columns.json b/test/files/byte_stream_split_extended.gzip.columns.json
deleted file mode 100644
index 49f6beb..0000000
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diff --git a/test/files/datapage_v2.snappy.columns.json b/test/files/datapage_v2.snappy.columns.json
deleted file mode 100644
index 52fa085..0000000
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diff --git a/test/files/delta_binary_packed.columns.json b/test/files/delta_binary_packed.columns.json
deleted file mode 100644
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\ No newline at end of file
diff --git a/test/files/delta_byte_array.columns.json b/test/files/delta_byte_array.columns.json
deleted file mode 100644
index 9a67c0c..0000000
--- a/test/files/delta_byte_array.columns.json
+++ /dev/null
@@ -1,9022 +0,0 @@
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-      "Laurie",
-      "Andrea",
-      "Earl",
-      "Sherry",
-      "Joseph",
-      "Aline",
-      "Cameron",
-      "Amy",
-      "Jose",
-      "Manuela",
-      "Rose",
-      "David",
-      "Kimberly",
-      "Lydia",
-      "Rosemary",
-      "Ruth",
-      "Nadia",
-      "Raymond",
-      "Margie",
-      "Etta",
-      "Margaret",
-      "Joanne",
-      "Eduardo",
-      "Barbara",
-      "Ellamae",
-      "Max",
-      "Douglas",
-      "Meghan",
-      "Karina",
-      "Cornelius",
-      "Bernard",
-      "Emerson",
-      "Jason",
-      "Phillip",
-      "Steven",
-      "Larry",
-      "Steven",
-      "Dana",
-      "Richard",
-      "Roberta",
-      "Donna",
-      "Debra",
-      "Shea",
-      "Jennifer",
-      "Felicia",
-      "Brenda",
-      "Elizabeth",
-      "Cristy",
-      "James",
-      "Wesley",
-      "Deborah",
-      "Kerrie",
-      "Alecia",
-      "Victoria",
-      "Emelina",
-      "Chrystal",
-      "Rob",
-      "Zachary",
-      "Gino",
-      "Marian",
-      "Andra",
-      "Daisy",
-      "Hellen",
-      "William",
-      "Issac",
-      "Elois",
-      "Wanda",
-      "Raymond",
-      "David",
-      "Ronald",
-      "Scott",
-      "Timothy",
-      "Naida",
-      "Penelope",
-      "Riley",
-      "Jay",
-      "Tim",
-      "Terrance",
-      "Denise",
-      "Dorothy",
-      "Timothy",
-      "Mark",
-      "Eddie",
-      "Joshua",
-      "Jane",
-      "Richard",
-      "Minnie",
-      "Patrick",
-      "Rose",
-      "Donald",
-      "Angela",
-      "Robert",
-      "Ruth",
-      "Gladys",
-      "Marcus",
-      "Steven",
-      "Stephanie",
-      "Matilde",
-      "Carla",
-      "Ella",
-      "Marcelino",
-      "Andy",
-      "Alberto",
-      "Jerrie",
-      "Betty",
-      "Kermit",
-      "Amanda",
-      "Gregory",
-      "Angel",
-      "Stephen",
-      "Kizzie",
-      "Darrick",
-      "John",
-      null,
-      "Stephen",
-      "Terry",
-      "Janet",
-      "Heather",
-      "Jeffrey",
-      "Joseph",
-      "Marcela",
-      "Teresa",
-      "Aaron",
-      "Theresa",
-      "Annie",
-      "Michele",
-      "Peggy",
-      "Brandi",
-      "Jose",
-      "Matt",
-      "Cherise",
-      "Michael",
-      "Guy",
-      "John",
-      "Annie",
-      "Catherine",
-      "Paul",
-      "Craig",
-      "Reginald",
-      "Alfred",
-      null,
-      "Garland",
-      "Claudia",
-      "Jennifer",
-      "Darnell",
-      "Ernesto",
-      "Danny",
-      "Nadia",
-      "Amy",
-      "Ryan",
-      "Jose",
-      "Rebecca",
-      "Allen",
-      "David",
-      "Ella",
-      "Timothy",
-      "David",
-      "Steve",
-      "Howard",
-      "Omar",
-      null,
-      "Kevin",
-      null,
-      "Bryan",
-      "Beverly",
-      "Betty",
-      "Scot",
-      "Martha",
-      "Rita",
-      "Aaron",
-      null,
-      "Theresa",
-      "Benjamin",
-      "Donald",
-      "Erma",
-      "Howard",
-      "Travis",
-      "Christine",
-      "Ernestina",
-      "Irene",
-      "Tara",
-      "Dorothy",
-      "Harold",
-      "Wilson",
-      "Danielle",
-      "Joseph",
-      "William",
-      "Amanda",
-      "Jennifer",
-      "Kenneth",
-      "James",
-      "Pamela",
-      "Jimmy",
-      "Mark",
-      "Althea",
-      "Rosie",
-      "Paul",
-      "Robert",
-      "Charles",
-      null,
-      "Marilyn",
-      "Evelyn",
-      "Leroy",
-      "Sean",
-      "Juan",
-      "Joel",
-      "James",
-      "Jeffrey",
-      "Alvin",
-      "Glenda",
-      "Ralph",
-      "Miles",
-      "Dawn",
-      "Rebecca",
-      "Junior",
-      "Robert",
-      "Charles",
-      "Ida",
-      "Rick",
-      "Edna",
-      "Arthur",
-      "Blair",
-      "Paul",
-      "Katie",
-      "Angela",
-      "Julio",
-      "Eugene",
-      "Chris",
-      "Otis",
-      "Pattie",
-      "Joy",
-      "Ashlee",
-      "Sean",
-      "Lisa",
-      "Steve",
-      "Helen",
-      "Richard",
-      "Viola",
-      "Kathryn",
-      "James",
-      null,
-      "Toni",
-      "Sandra",
-      "Nellie",
-      "Jennifer",
-      "Victor",
-      "John",
-      "Malcolm",
-      "Harriet",
-      "Lawrence",
-      "Anne",
-      "Lisa",
-      "Drew",
-      "Ruby",
-      "Richard",
-      "Andrea",
-      "James",
-      "Leonard",
-      "Kimberly",
-      "Darrell",
-      "Christopher",
-      "Rose",
-      "Doris",
-      "Joseph",
-      "Heather",
-      "Shawn",
-      "George",
-      "Booker",
-      "Eddie",
-      "John",
-      "Helen",
-      "Herbert",
-      "Hazel",
-      "Joanne",
-      "David",
-      "Julie",
-      "Loren",
-      "Viola",
-      "Natasha",
-      "Jo",
-      "Jolene",
-      "Jeff",
-      "Eduardo",
-      "Charles",
-      "Robert",
-      "Glenn",
-      "Jeanne",
-      "Rebecca",
-      "Rochel",
-      "Joanne",
-      "Kermit",
-      "Eva",
-      "Martha",
-      "Linda",
-      "Tina",
-      "Robert",
-      "Terrence",
-      "Walter",
-      "Francis",
-      "Russell",
-      "Ella",
-      "Tonia",
-      "Susan",
-      "Theresa",
-      "Daniel",
-      "Eleanor",
-      "Mark",
-      "James",
-      "Megan",
-      "Robert",
-      "Nathan",
-      "Gavin",
-      "Augusta",
-      "Sterling",
-      "Patsy",
-      "Ruth",
-      "David",
-      "Colleen",
-      "Janis",
-      "Alexis",
-      "Sheila",
-      "Sherri",
-      "Jessica",
-      "Anita",
-      "Charles",
-      null,
-      "John",
-      "James",
-      null,
-      "Linda",
-      "Ethel",
-      "Thomas",
-      "John",
-      "Wanda",
-      "Etta",
-      "Manuel",
-      "Bobby",
-      "John",
-      "Robert",
-      "Stephanie",
-      "Melva",
-      "Laureen",
-      "Lee",
-      "Eula",
-      "Nellie",
-      "Andrew",
-      "Mildred",
-      null,
-      "Denise",
-      "Yolanda",
-      "Nancy",
-      "James",
-      "Jorge",
-      "Yolonda",
-      "Pauline",
-      "David",
-      "Charles",
-      "Dana",
-      "Randall",
-      "Charles",
-      "Alexander",
-      "Charlotte",
-      "Joseph",
-      "Timothy",
-      "Arthur",
-      "Julia",
-      "Sue",
-      "Anderson",
-      "Bernice",
-      "Maribel",
-      "Leroy",
-      "Paul",
-      "Sally",
-      "Richard",
-      "Jennifer",
-      "Carrie",
-      "Jamar",
-      "Virginia",
-      "Eldon",
-      "William",
-      "Julia",
-      "Amy",
-      "Ethelyn",
-      "Douglas",
-      "George",
-      "Shawn",
-      "Grace",
-      null,
-      "Katrina",
-      "Victoria",
-      "Betty",
-      "Michael",
-      "Dewey",
-      "Gary",
-      "Barry",
-      "Fred",
-      "Betty",
-      "Louann",
-      "John",
-      "James",
-      "Robert",
-      "Michelle",
-      "Carrie",
-      "Eric",
-      "Steven",
-      "John",
-      "Roger",
-      "Will",
-      "Noemi",
-      "Robert",
-      "Samuel",
-      null,
-      "Dionne",
-      "Karen",
-      "Valerie",
-      "Karen",
-      "Jennifer",
-      "Patrick",
-      "Joni",
-      "Leonard",
-      "Darlene",
-      "Martha",
-      "Viola",
-      null,
-      "Tara",
-      "Melissa",
-      null,
-      "Everett",
-      "Isela",
-      "Christopher",
-      "John",
-      "Margaret",
-      "Kristin",
-      "Jerald",
-      "Vera",
-      "Jerry",
-      "Douglas",
-      null,
-      "Flor",
-      "Herbert",
-      "Michael",
-      "Tammara",
-      "Kenneth",
-      null,
-      "Judith",
-      "Sheldon",
-      "Robert",
-      "Gary",
-      "Kim",
-      "Minnie",
-      "Jose",
-      "Patti",
-      "Laurence",
-      "James",
-      "Pauline",
-      "Evelyn",
-      "Claudia",
-      "Kevin",
-      "Emanuel",
-      "Tonya",
-      "Helen",
-      "Carlos",
-      "Kermit",
-      "Lena",
-      "Jennifer",
-      "Doris",
-      "Lisa",
-      "Charles",
-      "Felica",
-      "Charles",
-      "Jan",
-      "Jeffrey",
-      "Joseph",
-      "James",
-      "Marina",
-      "Jason",
-      "Machelle",
-      "Dale",
-      "Janice",
-      "Cheri",
-      "Kristin",
-      "Christina",
-      "Dolores",
-      "Michael",
-      "James",
-      "Amber",
-      "Nancy",
-      "Brandi",
-      "Shawn",
-      "Jean",
-      "Jose",
-      "Leonel",
-      "Sonia",
-      "Brian",
-      "Fletcher",
-      "Michael",
-      "Myrtle",
-      "Brian",
-      "Brigida",
-      "Barbara",
-      "Ambrose",
-      "Haywood",
-      "Russell",
-      "Dottie",
-      "Jeanette",
-      "Derek",
-      "Charlie",
-      "Lawrence",
-      "Hollie",
-      "Veronica",
-      "Howard",
-      "Warren",
-      "Mariela",
-      "Kristin",
-      "Eunice",
-      "Carrie",
-      "Bobby",
-      "Joel",
-      "Richard",
-      "Jesse",
-      "Kathryn",
-      "Lynda",
-      "Janet",
-      "Ines",
-      "Joseph",
-      "Ashley",
-      "Jay",
-      "Shelley",
-      "Lan",
-      "Julio",
-      "Helen",
-      "Dennis",
-      "Marie",
-      "Anthony",
-      "Doris",
-      "Sammie",
-      "Robert",
-      "Cedric",
-      "Ronald",
-      "Darrell",
-      "Cynthia",
-      "Issac",
-      "Gladys",
-      "Bessie",
-      "Danny",
-      "Diane",
-      "Craig",
-      "Matthew",
-      "Allison",
-      null,
-      "Mattie",
-      "Maurice",
-      "Kayleen",
-      "Chester",
-      "Teri",
-      "Joseph",
-      "Marc",
-      "Dorothy",
-      "Cleo",
-      "Clayton",
-      "Jason",
-      "Paul",
-      "Aaron",
-      "Catherine",
-      "Penelope",
-      "Ethel",
-      "Matthew",
-      "William",
-      "Sarah",
-      "Lance",
-      "Raymond",
-      "Albert",
-      "Colby",
-      "Jennifer",
-      "Rosemary",
-      "Brenda",
-      "Bruce",
-      "Amanda",
-      "Eleanor",
-      "Daniel",
-      "Scott",
-      "Kelly",
-      "Thomas",
-      "Chris",
-      "Susan",
-      "Kimberly",
-      "Linda",
-      "Rose",
-      "Colby",
-      "Carl",
-      "Mark",
-      "Gloria",
-      "Gloria",
-      "Ronald",
-      "David",
-      "Carla",
-      "Michael",
-      "Maxine",
-      "Beth",
-      "Freda",
-      "Arnold",
-      "Stanford",
-      "Aaron",
-      "Damaris",
-      "Donald",
-      "Hilda",
-      "Bobby",
-      "Herbert",
-      "Bonnie",
-      "James",
-      "Daniel",
-      "Raymond",
-      "Angie",
-      "Paul",
-      "Bruno",
-      "Jeanette",
-      "Michael",
-      "Steven",
-      "Francisco",
-      "Anne",
-      "Jeanette",
-      "Pauline",
-      "Wesley",
-      "Fiona",
-      "Jill",
-      "Stuart",
-      "Catherine",
-      null,
-      null,
-      "Richard",
-      "Barbara",
-      "Kymberly",
-      "Matthew",
-      "Belle",
-      null,
-      "Donna",
-      "Veronica",
-      "John",
-      "Agnes",
-      "Johnny",
-      "Christopher",
-      "Jose",
-      "Jeffrey",
-      "Kenneth",
-      "Fred",
-      "Monica",
-      "Benton",
-      "Sunshine",
-      "Jerrie",
-      "Brian",
-      "Evelyn",
-      "Rosemary",
-      "Anthony",
-      "Benjamin",
-      "Ross",
-      "Anthony",
-      null,
-      null,
-      "Darrell",
-      "John",
-      "John",
-      "Ashley",
-      "Kathy",
-      "Peter",
-      "Matt",
-      "James",
-      "Luz",
-      "Concepcion",
-      "Richard",
-      "Gina",
-      "Gerald",
-      "Iris",
-      "Lee",
-      "Christy",
-      "Michael",
-      null,
-      "Heather",
-      "Billy",
-      "Ralph",
-      "Florence",
-      "Nancy",
-      "Ruth",
-      "Carolyn",
-      "Ima",
-      "Stephen",
-      "Adam",
-      "Joseph",
-      null,
-      "Tommy",
-      "Christopher",
-      "William",
-      "Rachel",
-      "Bernard",
-      "David",
-      "Janice",
-      "Helen",
-      "Everett",
-      "Claudia",
-      "Ashley",
-      "Diane",
-      "William",
-      "Ann",
-      "Dessie",
-      "Walter",
-      "Laura",
-      "Claude",
-      "Rebecca",
-      "Angela",
-      "Honey",
-      "Steven",
-      "Carl",
-      "Clyde",
-      "Petra",
-      "Kevin",
-      "Michael",
-      "Tiffanie",
-      "Robert",
-      "Troy",
-      "Richard",
-      "Derick",
-      "Cindy",
-      "Leonard",
-      "Earl",
-      "Rosalie",
-      "Russell",
-      "Stephen",
-      "James",
-      "Lance",
-      "Scott",
-      "Carrie",
-      "Elizabeth",
-      "Sean",
-      "Sean",
-      "Becky",
-      "Salvador",
-      "Dustin",
-      "Harry",
-      "David",
-      "Janet",
-      "Shirlene",
-      null,
-      "Daniel",
-      "Angelia",
-      null,
-      "Roscoe",
-      "Adela",
-      "Rudolph",
-      "Omar",
-      "Kenny",
-      "William",
-      "Roy",
-      "Cody",
-      "James",
-      "Jacqueline",
-      "Lillian",
-      "Archie",
-      "Christene",
-      null,
-      "Barbara",
-      "Diane",
-      "Curtis",
-      "Karla",
-      "Floyd",
-      "Brian",
-      "Heriberto",
-      "Christine",
-      "Clifford",
-      "Trena",
-      "James",
-      "Ted",
-      "Edwardo",
-      "Dusty",
-      "Debra",
-      "Shawn",
-      "Deborah",
-      "William",
-      "David",
-      "Corey",
-      "Jack",
-      "Romona",
-      "Bruce",
-      "Vincent",
-      "Florence",
-      "Marilyn",
-      "Yvette",
-      "Clifford",
-      "Peter",
-      "Michael",
-      "Joseph",
-      "Robert",
-      "Robert",
-      "Gladys",
-      "Joshua",
-      "Bonnie",
-      "Kathryn",
-      "Linda",
-      "Heather",
-      null,
-      "Rosa",
-      "Randy",
-      "Samantha",
-      "Walter",
-      "Ricky",
-      "Richard",
-      "Eleanor",
-      "Kathleen",
-      "Carly",
-      "Pamela",
-      "Wendy",
-      "Jeanne",
-      "Lydia",
-      "James",
-      "Timothy",
-      "Ebony",
-      "Robert",
-      "Oscar",
-      "Oscar",
-      "Charles",
-      "Inez",
-      "Carlos",
-      "Anthony",
-      "Timothy",
-      "David",
-      "Sue",
-      "Lucas",
-      "Cecil",
-      "Gilberto",
-      "Marie",
-      "Roberto",
-      "Debra",
-      "Catherine",
-      "Marjorie",
-      "Roger",
-      "Elizabeth",
-      "Vivian",
-      "Timothy",
-      "David",
-      "Delia",
-      "Christine",
-      "Julius",
-      "Brandi",
-      "Michele",
-      "Tina",
-      "Daniel",
-      "Stephen",
-      "Katharine",
-      "Issac",
-      "Christopher",
-      null,
-      "Dan",
-      "Jack",
-      "Polly",
-      "Renee",
-      "Carolyn",
-      "Freddie",
-      "Richard",
-      "Karen",
-      "Floyd",
-      "Allen",
-      "David",
-      "Alfred",
-      "Alfred",
-      "Charles",
-      "Anne",
-      "Frank",
-      "Benjamin",
-      "James",
-      "Jodi",
-      "Jeffrey",
-      "Jeannette",
-      "Austin",
-      "David",
-      "Stewart",
-      "Shaun",
-      "Elizabeth",
-      "Craig",
-      "Clyde",
-      "Crystal",
-      "Heather",
-      "Nathan",
-      "Helen",
-      "Phyllis",
-      "Kevin",
-      "Marvin",
-      "Michele",
-      "Ami",
-      "Daisy",
-      "Max",
-      "Jessica",
-      "Eleanor",
-      "Sandi",
-      "Wanda",
-      "Darrin",
-      "Craig",
-      "Annie",
-      "Eric",
-      "David",
-      "Bradley",
-      "Roderick",
-      "James",
-      "Steven",
-      "Arthur",
-      "Gerald",
-      "Julie",
-      "Rodney",
-      "Michael",
-      "Frank",
-      "Matthew",
-      "Joseph",
-      "Dollie",
-      "Melanie",
-      "Cecil",
-      "Travis",
-      "Pamela",
-      "Beryl",
-      "Donna",
-      "Paul",
-      "Wendy",
-      "David",
-      "Christopher",
-      "Steven",
-      "Jill",
-      "Luis",
-      "Jane",
-      null,
-      "Mabel",
-      "William",
-      "Deborah",
-      "Maxine",
-      "Jacqueline",
-      "Neil",
-      "Ha",
-      "Dwight",
-      "Anthony",
-      "Marie",
-      null,
-      "Donna",
-      "Kenneth",
-      "William",
-      "Pamela",
-      "Margaret",
-      "Edith",
-      "Shawn",
-      "Monique",
-      "Nancy",
-      "Paul",
-      null,
-      "Victor",
-      "Naomi",
-      "Stanton",
-      "Andre",
-      "Brad",
-      "Lee",
-      "Margie",
-      "Tonya",
-      "Jack",
-      "Rosalinda",
-      "Margaret",
-      "Betty",
-      "Albert",
-      "Karl",
-      "Ollie",
-      "Fonda",
-      "Brunilda",
-      "Robert",
-      "Michael",
-      "Latisha",
-      "Amy",
-      "Javier"
-    ],
-    [
-      "Bailey",
-      "Clark",
-      "Joyner",
-      null,
-      "Davis",
-      "Smith",
-      "Archie",
-      "Fountain",
-      "Dabney",
-      "Aleman",
-      "Thames",
-      "Hoyt",
-      "Wall",
-      "Norris",
-      "Larson",
-      "Crowley",
-      "Loomis",
-      "Palmer",
-      "Mcdowell",
-      "Benson",
-      "Bell",
-      "Moore",
-      "Roden",
-      "Slocum",
-      "Beatty",
-      "Cook",
-      "Rickard",
-      "Johnson",
-      "Duke",
-      "Waggoner",
-      "White",
-      "Burrows",
-      "Hill",
-      "Sheehan",
-      "Bowles",
-      "Aponte",
-      "Ramos",
-      "Godfrey",
-      "Warren",
-      "Guzman",
-      "Thayer",
-      "King",
-      "Banks",
-      "Simpson",
-      "Flores",
-      "Bryant",
-      "White",
-      "Albert",
-      null,
-      "Bailey",
-      "Phillips",
-      "Roberts",
-      "Wynne",
-      "Boles",
-      "Fountain",
-      "Carter",
-      "Stephens",
-      "Johnson",
-      "Murray",
-      "Irwin",
-      "Moore",
-      "Martinez",
-      "Martin",
-      "Haley",
-      "Farmer",
-      "Williams",
-      "Bond",
-      "Ball",
-      "Dye",
-      "Akers",
-      "Mcdonald",
-      "Hunter",
-      "Casillas",
-      "Hardy",
-      "Rasmussen",
-      "Chew",
-      "Delgado",
-      "Harness",
-      "Tillery",
-      "Hudson",
-      "Harris",
-      "Sanders",
-      "Rodgers",
-      "Bearden",
-      "Soto",
-      "Fultz",
-      "Nielson",
-      "Blanco",
-      "Parsons",
-      "Ortiz",
-      "Schuler",
-      "Hailey",
-      "Smith",
-      "Child",
-      "Ahrens",
-      "Jones",
-      "Hunter",
-      "Robinson",
-      "Fenton",
-      "Brill",
-      "Marsh",
-      "Mcdonnell",
-      "Williams",
-      "Newton",
-      "Malloy",
-      "Sanchez",
-      "Butler",
-      "Pope",
-      "Saunders",
-      "Angel",
-      "Fabian",
-      "Farley",
-      "Bartley",
-      "Peck",
-      "Pierce",
-      "Morrison",
-      "Todd",
-      "Roberson",
-      "Hughes",
-      "Estes",
-      "Stout",
-      "Long",
-      "Lyons",
-      "Taylor",
-      "Howell",
-      "White",
-      "Dawkins",
-      "Horn",
-      "Adams",
-      "Beckwith",
-      "Dominguez",
-      "Thompson",
-      "Orourke",
-      "Mccreary",
-      "Carter",
-      "Kelly",
-      "Wiggins",
-      "Simpson",
-      "Butler",
-      "Casanova",
-      "Grimes",
-      "Larson",
-      "Hankins",
-      "Brewer",
-      null,
-      "Livingston",
-      "Ortiz",
-      "Boston",
-      "Dupont",
-      "Baker",
-      "Conyers",
-      "Arias",
-      "Riggs",
-      "Labbe",
-      "Buchanan",
-      "Kuhn",
-      "Michael",
-      "Moore",
-      "Miller",
-      "Jones",
-      "Salazar",
-      "Welsh",
-      "Numbers",
-      "Bray",
-      "Young",
-      "Burke",
-      "Adams",
-      "Villanueva",
-      "Eaves",
-      "Garcia",
-      "Sheppard",
-      null,
-      "Robinson",
-      "Foster",
-      "Alger",
-      "Smith",
-      "Higgins",
-      "Lopez",
-      "Shay",
-      "Joyce",
-      "Jackson",
-      "Sullivan",
-      "Johnson",
-      "Lacey",
-      "Harbin",
-      "Martinez",
-      null,
-      "Foley",
-      "Price",
-      "Kay",
-      "Haggerty",
-      "Waldron",
-      "Simpson",
-      "Randolph",
-      "Carroll",
-      "Lane",
-      "Gagnon",
-      "Harper",
-      "Lynch",
-      "Davis",
-      "Fuller",
-      "Chavis",
-      "Harris",
-      "Crawford",
-      "Adams",
-      "Shelton",
-      "Albert",
-      "Finch",
-      "Miller",
-      null,
-      "Torres",
-      "Rodgers",
-      "Pearson",
-      "Martin",
-      "Rodriquez",
-      "Robinson",
-      "Wilson",
-      "Pierce",
-      "Williams",
-      "Helms",
-      "Martinez",
-      "Edwards",
-      "Johnson",
-      "Thompson",
-      "Hinton",
-      "Young",
-      "Stephens",
-      "Martinez",
-      "Brown",
-      "Loveless",
-      "Porter",
-      "Johnson",
-      "Wright",
-      "Levi",
-      "Saylor",
-      "Smith",
-      "Miller",
-      "Byrd",
-      "Orr",
-      "Buchanan",
-      "Jones",
-      "Allison",
-      "Stephens",
-      "Wells",
-      "Owens",
-      "Peeler",
-      "Sanchez",
-      "Phillips",
-      "Rojas",
-      "Wade",
-      "Wilson",
-      "Waters",
-      "Allen",
-      "May",
-      "Ross",
-      "Johnson",
-      "Mcdaniel",
-      "Aldridge",
-      "Adams",
-      "Gulley",
-      "Mcmanus",
-      "Baker",
-      "Davis",
-      "Williams",
-      "Andrade",
-      "Carroll",
-      "Madsen",
-      "Wells",
-      "Brown",
-      "Ponce",
-      "Grider",
-      "Lyles",
-      "Orourke",
-      "Brown",
-      "Clay",
-      "Fitzpatrick",
-      "Chappell",
-      "Hightower",
-      "Hudson",
-      "Peterson",
-      "Rodriguez",
-      "Bush",
-      "Brown",
-      "Fuller",
-      "Cole",
-      "Chastain",
-      "Nelson",
-      "Hunt",
-      "Copley",
-      "Anderson",
-      "Matthews",
-      "Smith",
-      "Santana",
-      "Wise",
-      "Caldwell",
-      "Cady",
-      "Travers",
-      "Smith",
-      "Jones",
-      "Moore",
-      "Mcgee",
-      "Wise",
-      "Ortega",
-      "Chase",
-      "Eaton",
-      "Merritt",
-      "Johnson",
-      "Harrell",
-      "Burgess",
-      "Carl",
-      "Lang",
-      "Hawkins",
-      "Thompson",
-      "Sandlin",
-      "Martin",
-      "Spencer",
-      "Thompson",
-      "Langford",
-      "Butler",
-      "Smith",
-      "Derr",
-      "Cohn",
-      "Ferrell",
-      "Weldon",
-      "Middleton",
-      "Rubio",
-      "Paquette",
-      "Albright",
-      "Lee",
-      "Madison",
-      "Greer",
-      "Barnette",
-      "Dudley",
-      "Valdez",
-      "Brown",
-      "Null",
-      "Nelson",
-      "Smith",
-      "Davis",
-      "Hamilton",
-      "Hamilton",
-      "Hall",
-      "Ayala",
-      "Field",
-      "Smith",
-      "Ross",
-      "Robbins",
-      "Lanier",
-      "Davis",
-      "Prado",
-      "Marshall",
-      "Campbell",
-      "Tyler",
-      "Martinez",
-      null,
-      "Taylor",
-      "Glaze",
-      "Miller",
-      "William",
-      "Caldwell",
-      "Leeper",
-      "Black",
-      "Warren",
-      "Smith",
-      "Munoz",
-      "Marquez",
-      "Haynes",
-      "Gill",
-      "Hall",
-      "Patterson",
-      "Kilgore",
-      "Booth",
-      "Gulley",
-      "Cooper",
-      "Blair",
-      "Utley",
-      "Richards",
-      "Smith",
-      "Johnson",
-      "Hutchings",
-      "Haley",
-      "Crawford",
-      "Mueller",
-      "Carroll",
-      "Muller",
-      "Hudson",
-      "Peterson",
-      "Boone",
-      "Nelson",
-      "Smith",
-      "Lane",
-      "Marshall",
-      "Scott",
-      "Porter",
-      "Grogan",
-      "Marroquin",
-      "Phillips",
-      "Ellis",
-      "Katz",
-      "Mendez",
-      "Singleton",
-      "Roe",
-      "Bravo",
-      "Weis",
-      "Allen",
-      "Pierson",
-      "Kramer",
-      "Kramer",
-      "Sullivan",
-      "Arroyo",
-      "Newell",
-      "Williams",
-      "Quillen",
-      "Gomez",
-      "Lloyd",
-      "Willard",
-      "Martin",
-      "Mcdaniel",
-      null,
-      "Delgadillo",
-      "Prieto",
-      "Day",
-      "Hernandez",
-      "Miranda",
-      "Amundson",
-      "Hunt",
-      "Rowland",
-      "Combs",
-      "Hamel",
-      "Floyd",
-      "Jones",
-      null,
-      "Bruner",
-      "Segura",
-      "Mcgee",
-      "Young",
-      "Albert",
-      "Moye",
-      "Little",
-      "Tiller",
-      "Clawson",
-      "Thompson",
-      "White",
-      "Rhea",
-      "Douglas",
-      "Bass",
-      "Hernandez",
-      "Greene",
-      "Mcdonough",
-      "Contreras",
-      "Simmons",
-      "Braxton",
-      "Motley",
-      "Hammond",
-      null,
-      "Alexander",
-      "Brooks",
-      "Ritchie",
-      "Meyers",
-      "Austin",
-      "Henderson",
-      "Jackson",
-      "Black",
-      "Dominguez",
-      "Delarosa",
-      "Prewitt",
-      "Preston",
-      "Scott",
-      null,
-      "Braun",
-      "Beach",
-      "Herring",
-      "Somerville",
-      "Mitchell",
-      null,
-      "Winkler",
-      "Hewitt",
-      "Ruiz",
-      "Lancaster",
-      "Evans",
-      "Schwartz",
-      "Larson",
-      "Woods",
-      "Beyer",
-      "Burch",
-      "Hammond",
-      "Burt",
-      "Sterling",
-      "Burns",
-      "Davis",
-      "Martinez",
-      "Wright",
-      "Garza",
-      "Thompson",
-      "Dominguez",
-      "Reyes",
-      "Moreno",
-      "Zamora",
-      "Witte",
-      "Brunner",
-      "Cromwell",
-      "Hardy",
-      "Thompson",
-      "Bradford",
-      "Talley",
-      "Foster",
-      "Martin",
-      "Hopson",
-      "Young",
-      "Hopkins",
-      "Alvarez",
-      "Mack",
-      "Hoyt",
-      "Williams",
-      "Harvey",
-      "Jones",
-      "Hoffman",
-      "Berry",
-      "Littlefield",
-      "Rowe",
-      "Fuller",
-      "Coulter",
-      null,
-      "Tyler",
-      "Miller",
-      "Palmer",
-      "Espinoza",
-      "Bennett",
-      "Lewis",
-      "Doolittle",
-      "Lee",
-      "Callahan",
-      null,
-      "Gentry",
-      "Rodriguez",
-      "Garcia",
-      "Murphy",
-      "Deleon",
-      "Guevara",
-      "Leonard",
-      "Werner",
-      "Chan",
-      "Hendrickson",
-      "Hunter",
-      "Hargrove",
-      "Shaw",
-      "Hernandez",
-      "White",
-      "Ferrell",
-      "Mcbride",
-      "Benjamin",
-      "Mcknight",
-      "Lee",
-      "Schramm",
-      "Taylor",
-      "Norris",
-      "Douglas",
-      "Johns",
-      "Giordano",
-      "Thompson",
-      "Barber",
-      "Culver",
-      "Thomas",
-      "Brown",
-      "Mathis",
-      "Ward",
-      "Clark",
-      "Leatherman",
-      "Walton",
-      "Dunbar",
-      "Davidson",
-      "Sutton",
-      "Marcum",
-      "Hernandez",
-      "Peek",
-      "Donald",
-      "Gallo",
-      "Sylvester",
-      "Leake",
-      "Cosgrove",
-      "Dickson",
-      "Kelly",
-      "Morales",
-      "Edwards",
-      "Velazquez",
-      "Anderson",
-      "Moore",
-      "Anderson",
-      "Billings",
-      "Spangler",
-      "Rogers",
-      "Woodson",
-      "Harry",
-      "Taylor",
-      "Foster",
-      "Wooten",
-      "Frazier",
-      "Nugent",
-      "Flores",
-      "Clemons",
-      "Mason",
-      "Mccain",
-      "Keller",
-      "King",
-      "Espinoza",
-      "Alba",
-      "Miner",
-      "Olvera",
-      "Cox",
-      "Bates",
-      "Madera",
-      "Kerns",
-      "Lee",
-      "Brookins",
-      "King",
-      "Hansen",
-      "Allen",
-      "Isaacson",
-      "Sturgill",
-      "Robinson",
-      "Hoover",
-      "Fields",
-      "Carlton",
-      "Davis",
-      "Wilcox",
-      "Saunders",
-      "Johnson",
-      "Perkins",
-      "Houston",
-      "Gonzalez",
-      "Becker",
-      "Lewis",
-      "Glover",
-      "Browder",
-      "Lane",
-      "May",
-      "Hall",
-      "Oneill",
-      "Snowden",
-      "Harrison",
-      "Qualls",
-      "Campbell",
-      "Gilmore",
-      "Washington",
-      null,
-      "Butcher",
-      "Huff",
-      "Littleton",
-      "Moore",
-      "Hutchinson",
-      "Ellison",
-      "Hewitt",
-      "Cyr",
-      "Wallace",
-      "Jones",
-      "Wilkins",
-      "Spencer",
-      "Andrews",
-      "Tolbert",
-      "Hart",
-      "Mills",
-      "Knutson",
-      "Conway",
-      "Lee",
-      "Day",
-      "Williams",
-      "Hernandez",
-      "Miller",
-      "Mcdonald",
-      "Hinton",
-      "Young",
-      "Rodriguez",
-      "Larson",
-      "Wiles",
-      "Cox",
-      "Shipley",
-      "Holloway",
-      "Hite",
-      "Solomon",
-      "Vickers",
-      null,
-      "Ritchey",
-      "Anderson",
-      "Silva",
-      "Smith",
-      "Burgess",
-      "White",
-      "Foster",
-      "Lee",
-      "Yates",
-      "Nunes",
-      "Blair",
-      "Thompson",
-      "Stone",
-      "Smith",
-      "Santana",
-      "Sherrod",
-      "Ransom",
-      "Pugh",
-      "Whitaker",
-      "Batson",
-      "Stone",
-      "Roberts",
-      "Farias",
-      "Hudson",
-      "Mcguire",
-      null,
-      "Brown",
-      "Coffin",
-      "Johnson",
-      "Caro",
-      "Jones",
-      "Duarte",
-      "Wong",
-      "Amos",
-      "Burton",
-      "Chambers",
-      "Hilton",
-      "Neal",
-      "Whitney",
-      "Randolph",
-      "Kaye",
-      "Hernandez",
-      "Bryant",
-      "Moreau",
-      "Kirby",
-      "Gray",
-      "Jenkins",
-      "Butler",
-      "Wallace",
-      "Molina",
-      "Burns",
-      "Siegel",
-      "Simms",
-      "Martinez",
-      "Pham",
-      "Stewart",
-      "Hermann",
-      "Mauro",
-      "Raymond",
-      "Deleon",
-      "Motley",
-      "Bernard",
-      "Brown",
-      "Garrison",
-      "Thompson",
-      "Holliday",
-      "Walker",
-      "Brewer",
-      "Craig",
-      "Stewart",
-      "Jackson",
-      "Munoz",
-      "Holden",
-      "Low",
-      "Donnelly",
-      "Morgan",
-      "Catron",
-      "Redman",
-      "Ward",
-      null,
-      "Smith",
-      "Sanderson",
-      null,
-      "Downey",
-      "Ramirez",
-      "Perry",
-      null,
-      "Hudspeth",
-      "Welch",
-      "Guerra",
-      "Skinner",
-      "Croteau",
-      "Vaughn",
-      "Lee",
-      "Balderas",
-      "Rutherford",
-      "Hutchins",
-      null,
-      "Johnson",
-      "Chu",
-      "Aguilar",
-      "Fowler",
-      "Lackey",
-      "Russo",
-      "Morgan",
-      "Mayes",
-      "Mccullough",
-      "Monk",
-      "Hernandez",
-      "Blount",
-      "Williams",
-      "Rincon",
-      "Scroggins",
-      "Serna",
-      "Putnam",
-      "Hebert",
-      "Markham",
-      "Grant",
-      "Scott",
-      "Ingalls",
-      "Porter",
-      "Bryan",
-      "Carter",
-      "Cowan",
-      "Terrell",
-      "Faison",
-      "Neeley",
-      "Quinones",
-      "Marino",
-      "Woodruff",
-      "Betz",
-      "Martinez",
-      "Foster",
-      "Chapa",
-      "Eastman",
-      "Flynn",
-      "Collins",
-      "Brown",
-      "Riley",
-      "Larsen",
-      "Rand",
-      "Clancy",
-      "Parr",
-      "Cunningham",
-      "Boyd",
-      "Murdock",
-      "Joseph",
-      null,
-      "Nixon",
-      "Wilson",
-      "Long",
-      "Clarke",
-      "Lee",
-      "Taylor",
-      "Muller",
-      "Keegan",
-      "Chavez",
-      "Perez",
-      "Chiu",
-      "Fisher",
-      "Parker",
-      "Smith",
-      "Dickey",
-      "Herrera",
-      "Bailey",
-      "Jolley",
-      "Rodriguez",
-      "Valdez",
-      "Britt",
-      "Rivers",
-      "Bell",
-      "Randall",
-      "Bell",
-      "Garner",
-      "Dewey",
-      "Patterson",
-      "Bennett",
-      "Clark",
-      "Johnson",
-      "Ferguson",
-      "Newman",
-      "Smith",
-      "Burns",
-      "Horn",
-      "Elliott",
-      "Mendoza",
-      "Mcnabb",
-      "Holland",
-      "Walton",
-      "Locke",
-      "Daniels",
-      "Benitez",
-      "Clay",
-      "Underwood",
-      "Bruton",
-      "Hope",
-      "Vega",
-      "Magee",
-      null,
-      "Layne",
-      "Spriggs",
-      "Marlow",
-      "Jones",
-      "Callaway",
-      "Rojas",
-      "Chang",
-      "Roman",
-      "Kelly",
-      "Merritt",
-      "Thornton",
-      "Watson",
-      "Bryant",
-      "Robinson",
-      "Massey",
-      "Strain",
-      "Johnson",
-      "Porter",
-      "Silva",
-      "Bruce",
-      "Johnson",
-      "Tran",
-      "Lewis",
-      "Ruffin",
-      "Lewis",
-      "Hollingsworth",
-      "Byrd",
-      "Williams",
-      "Ryan",
-      "White",
-      "Pond",
-      "Macdonald",
-      "Horner",
-      "White",
-      "Matlock",
-      "Baldwin",
-      "Montgomery",
-      "Flynn",
-      "Mueller",
-      "Levesque",
-      "Evans",
-      "Tran",
-      "Davis",
-      "Smith",
-      "Lowry",
-      "Grant",
-      "Woods",
-      "Vasquez",
-      "Barry",
-      "Rogers",
-      "Smith",
-      "Mcclellan",
-      "Troy",
-      "Thomas",
-      "Chester",
-      "Taft",
-      "Frye",
-      "Morton",
-      "Brown",
-      "White",
-      "Thao",
-      "Morrison",
-      "Peterman",
-      "Melendez",
-      "Delgado",
-      "Thomason",
-      "King",
-      "Higgins",
-      "Colley",
-      "Nieves",
-      "Eller",
-      "Venable",
-      "Jackson",
-      "Young",
-      "Stephenson",
-      "Hammonds",
-      "Richmond",
-      "Warner",
-      "Burton",
-      "Carlson",
-      "Hatfield",
-      "Cox",
-      "Carpenter",
-      "Schneider",
-      "Fisher",
-      "Peterson",
-      "Woods",
-      "Betts",
-      "Wood",
-      "Craig",
-      "Luna",
-      "Collins",
-      "Hernandez",
-      "Prather",
-      "Baker",
-      "Mccormick",
-      "Morris",
-      "Garrison",
-      "Martinez",
-      "Barnett",
-      "Dallas",
-      "Moore",
-      "Lynch",
-      "Stovall",
-      "Browning",
-      null,
-      "Wilcox",
-      "Grimes",
-      "Farias",
-      "Williams",
-      "Brunson",
-      "Gilbert",
-      "Shipman",
-      "Wiles",
-      "Sharp",
-      "Moran",
-      "White",
-      "Hamilton",
-      "Moses",
-      "Lewis"
-    ],
-    [
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      null,
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "N",
-      null,
-      "Y",
-      "Y",
-      "Y",
-      "Y",
-      "Y",
-      "N",
-      null,
-      "Y",
-      "N",
-      "Y",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      null,
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "N",
-      "N",
-      "Y",
-      "Y",
-      "N",
-      "Y",
-      "Y",
-      "N",
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-      "QATAR",
-      "GEORGIA",
-      "AFGHANISTAN",
-      "SAINT HELENA",
-      "ECUADOR",
-      "KUWAIT",
-      null,
-      "HUNGARY",
-      "ECUADOR",
-      "LIECHTENSTEIN",
-      "TUVALU",
-      "ANDORRA",
-      "CHINA",
-      "NETHERLANDS",
-      null,
-      "PAKISTAN",
-      "KAZAKHSTAN",
-      "UGANDA",
-      "MOROCCO",
-      "MADAGASCAR",
-      "WALLIS AND FUTUNA",
-      "GUERNSEY",
-      "NAURU",
-      "VIET NAM",
-      "BARBADOS",
-      "THAILAND",
-      "LITHUANIA",
-      "PAKISTAN",
-      "PARAGUAY",
-      "EL SALVADOR",
-      "NORWAY",
-      "MAURITANIA",
-      "ANGUILLA",
-      "SINGAPORE",
-      "FIJI",
-      null,
-      "ARMENIA",
-      "WALLIS AND FUTUNA",
-      "NIUE",
-      "UKRAINE",
-      "NEW CALEDONIA",
-      "SENEGAL",
-      "SWAZILAND",
-      "GUERNSEY",
-      "ARGENTINA",
-      "KUWAIT",
-      "R�UNION",
-      "GUYANA",
-      "MOZAMBIQUE",
-      "NIGER",
-      "LITHUANIA",
-      "JERSEY",
-      "TUNISIA",
-      "SAUDI ARABIA",
-      "MYANMAR",
-      "SINGAPORE",
-      "ISLE OF MAN",
-      "MOLDOVA, REPUBLIC OF",
-      "MARTINIQUE",
-      "MONTENEGRO",
-      "RWANDA",
-      "UNITED STATES",
-      "VANUATU",
-      "UNITED KINGDOM",
-      "SINGAPORE",
-      "INDONESIA",
-      "PANAMA",
-      "GREENLAND",
-      "BERMUDA",
-      "BHUTAN",
-      "MALAYSIA",
-      "ARGENTINA",
-      "SOMALIA",
-      "GRENADA",
-      "LIBERIA",
-      "SWAZILAND",
-      null,
-      "JAPAN",
-      "EL SALVADOR",
-      "TURKMENISTAN",
-      "UNITED ARAB EMIRATES",
-      "CYPRUS",
-      "CAYMAN ISLANDS",
-      "KUWAIT",
-      "GUYANA",
-      "BRAZIL",
-      "CROATIA",
-      "CZECH REPUBLIC",
-      "BERMUDA",
-      "SUDAN",
-      "KYRGYZSTAN",
-      "TUVALU",
-      "MACAO",
-      "VENEZUELA",
-      "UZBEKISTAN",
-      "MALDIVES",
-      "BAHAMAS",
-      "LITHUANIA",
-      "LIECHTENSTEIN",
-      "OMAN",
-      "CROATIA",
-      "CAMBODIA",
-      "FINLAND",
-      "EL SALVADOR",
-      "BOTSWANA",
-      "GUINEA-BISSAU",
-      "SWITZERLAND",
-      "SURINAME",
-      "UKRAINE",
-      "HAITI",
-      "WALLIS AND FUTUNA",
-      "GERMANY",
-      "KIRIBATI",
-      "ANDORRA",
-      "UNITED KINGDOM",
-      "TUVALU",
-      "KUWAIT",
-      "MALTA",
-      "PITCAIRN",
-      "ETHIOPIA",
-      "INDONESIA",
-      "BAHAMAS",
-      "SAN MARINO",
-      "HAITI",
-      "MALAYSIA",
-      "GUYANA",
-      "OMAN",
-      "NIGERIA",
-      "MAURITIUS",
-      "HAITI",
-      "MONACO",
-      "MAURITANIA",
-      "PANAMA",
-      "AZERBAIJAN",
-      "SRI LANKA",
-      "GUYANA",
-      "KIRIBATI",
-      "KYRGYZSTAN",
-      "SWAZILAND",
-      "MAURITANIA",
-      "BOLIVIA",
-      "BAHRAIN",
-      "BELIZE",
-      "GUATEMALA",
-      "URUGUAY",
-      "CAMEROON",
-      "FIJI",
-      "BENIN",
-      "GUADELOUPE",
-      "DENMARK",
-      "MOLDOVA, REPUBLIC OF",
-      "BOTSWANA",
-      "HONG KONG",
-      "NIGERIA",
-      "AZERBAIJAN",
-      "RWANDA",
-      "ICELAND",
-      "URUGUAY",
-      "PERU",
-      "GABON",
-      "RWANDA",
-      "SLOVAKIA",
-      "KENYA",
-      "GABON",
-      null,
-      "MARSHALL ISLANDS",
-      "BOUVET ISLAND",
-      "SAINT HELENA",
-      "AZERBAIJAN",
-      "BAHRAIN",
-      "GERMANY",
-      "ALGERIA",
-      "EQUATORIAL GUINEA",
-      "NAURU",
-      "FRANCE",
-      "CYPRUS",
-      "DJIBOUTI",
-      "IRELAND",
-      "RUSSIAN FEDERATION",
-      "HAITI",
-      "KYRGYZSTAN",
-      "NEW ZEALAND",
-      "AZERBAIJAN",
-      null,
-      "BAHRAIN",
-      "HONG KONG",
-      "GUAM",
-      "TUVALU",
-      "PUERTO RICO",
-      "MONTSERRAT",
-      "DOMINICA",
-      "LIECHTENSTEIN",
-      "ISLE OF MAN",
-      "PUERTO RICO",
-      "ALBANIA",
-      "PANAMA",
-      "NEW CALEDONIA",
-      "MALDIVES",
-      "AZERBAIJAN",
-      "SPAIN",
-      "HONDURAS",
-      "BELIZE",
-      "RUSSIAN FEDERATION",
-      "SAINT HELENA",
-      "AFGHANISTAN",
-      "GUYANA",
-      "INDONESIA",
-      "LESOTHO",
-      "PALAU",
-      "LATVIA",
-      "CAMEROON",
-      "CUBA",
-      "TONGA",
-      "SAINT LUCIA",
-      "TIMOR-LESTE",
-      "ERITREA",
-      "SERBIA",
-      "POLAND",
-      "C�TE D'IVOIRE",
-      "ROMANIA",
-      "PALAU",
-      "UNITED ARAB EMIRATES",
-      "CHINA",
-      "DENMARK",
-      "HONDURAS",
-      "BULGARIA",
-      "TIMOR-LESTE",
-      "ISLE OF MAN",
-      "PARAGUAY",
-      "PITCAIRN",
-      "HONDURAS",
-      "HUNGARY",
-      "BULGARIA",
-      "TIMOR-LESTE",
-      "PAKISTAN",
-      "BELGIUM",
-      "LIBERIA",
-      "AUSTRIA",
-      "OMAN",
-      "MONTSERRAT",
-      "MARTINIQUE",
-      "LIBERIA",
-      "SOLOMON ISLANDS",
-      "BERMUDA",
-      "CHINA",
-      "DOMINICA",
-      "CHILE",
-      "SAINT HELENA",
-      "VANUATU",
-      "TUNISIA",
-      "MONGOLIA",
-      "TOGO",
-      "SPAIN",
-      "BOLIVIA",
-      "KUWAIT",
-      "BAHAMAS",
-      "IRAQ",
-      "NIGERIA",
-      "BOTSWANA",
-      null,
-      "PUERTO RICO",
-      "KAZAKHSTAN",
-      "CYPRUS",
-      "NIUE",
-      "ROMANIA",
-      "GUATEMALA",
-      "NETHERLANDS ANTILLES",
-      "CANADA",
-      "CHINA",
-      "LIECHTENSTEIN",
-      "PANAMA",
-      "GUINEA",
-      "LESOTHO",
-      null,
-      "ICELAND",
-      "ANGOLA",
-      "AMERICAN SAMOA",
-      "SURINAME",
-      "UNITED ARAB EMIRATES",
-      null,
-      "SAMOA",
-      "SLOVAKIA",
-      "SRI LANKA",
-      "MACAO",
-      "LATVIA",
-      "CZECH REPUBLIC",
-      "ALBANIA",
-      "TOKELAU",
-      "MALI",
-      "UGANDA",
-      "SWITZERLAND",
-      "GREECE",
-      "VENEZUELA",
-      "PITCAIRN",
-      "ICELAND",
-      "SWAZILAND",
-      "UNITED ARAB EMIRATES",
-      "BARBADOS",
-      "UZBEKISTAN",
-      "EGYPT",
-      "EL SALVADOR",
-      "YEMEN",
-      "SRI LANKA",
-      "MALI",
-      "SUDAN",
-      "LITHUANIA",
-      "SEYCHELLES",
-      "SERBIA",
-      "GUAM",
-      "CAMBODIA",
-      "BAHRAIN",
-      "GAMBIA",
-      "LIECHTENSTEIN",
-      "CYPRUS",
-      "ITALY",
-      "DOMINICA",
-      "MADAGASCAR",
-      "SAUDI ARABIA",
-      "TOGO",
-      "AZERBAIJAN",
-      "HONG KONG",
-      "URUGUAY",
-      "INDIA",
-      "LIECHTENSTEIN",
-      "UZBEKISTAN",
-      "LIECHTENSTEIN",
-      "PUERTO RICO",
-      "MALDIVES",
-      "NEW ZEALAND",
-      "LIECHTENSTEIN",
-      "GERMANY",
-      "SEYCHELLES",
-      "THAILAND",
-      "LATVIA",
-      "MYANMAR",
-      "SYRIAN ARAB REPUBLIC",
-      "NEW CALEDONIA",
-      "MEXICO",
-      "CHILE",
-      "ISLE OF MAN",
-      "FINLAND",
-      "GRENADA",
-      "BELGIUM",
-      "CAMEROON",
-      "HUNGARY",
-      "CYPRUS",
-      "LESOTHO",
-      "MAURITANIA",
-      "MALTA",
-      "MONACO",
-      "CAPE VERDE",
-      "POLAND",
-      "LITHUANIA",
-      null,
-      "BURUNDI",
-      "MADAGASCAR",
-      "SOLOMON ISLANDS",
-      "LEBANON",
-      "NAMIBIA",
-      "SWAZILAND",
-      "AFGHANISTAN",
-      "MALTA",
-      "MACAO",
-      "ALBANIA",
-      "BOLIVIA",
-      "KOREA, REPUBLIC OF",
-      "COSTA RICA",
-      "BOTSWANA",
-      "NEPAL",
-      "UNITED ARAB EMIRATES",
-      "AFGHANISTAN",
-      "MOLDOVA, REPUBLIC OF",
-      "MONGOLIA",
-      "WALLIS AND FUTUNA",
-      "KOREA, REPUBLIC OF",
-      "LEBANON",
-      "JAMAICA",
-      "UKRAINE",
-      "ERITREA",
-      "SEYCHELLES",
-      "ECUADOR",
-      "ANTIGUA AND BARBUDA",
-      "GRENADA",
-      "GREENLAND",
-      "ARGENTINA",
-      null,
-      "ERITREA",
-      "GREECE",
-      "FRANCE",
-      "CYPRUS",
-      "HAITI",
-      "ETHIOPIA",
-      "NORWAY",
-      "NEW ZEALAND",
-      "GUADELOUPE",
-      "CHRISTMAS ISLAND",
-      "TAJIKISTAN",
-      "SRI LANKA",
-      "CAYMAN ISLANDS",
-      "CZECH REPUBLIC",
-      "HAITI",
-      "BAHAMAS",
-      "ERITREA",
-      "ARGENTINA",
-      "ICELAND",
-      "BANGLADESH",
-      "ECUADOR",
-      "BELIZE",
-      "ANTARCTICA",
-      "LESOTHO",
-      "LEBANON",
-      "PARAGUAY",
-      "BELIZE",
-      "MARTINIQUE",
-      "LATVIA",
-      "SOLOMON ISLANDS",
-      "BARBADOS",
-      "MONACO",
-      "MONGOLIA",
-      "UNITED ARAB EMIRATES",
-      "TONGA",
-      "BRUNEI DARUSSALAM",
-      "MADAGASCAR",
-      "TOGO",
-      "PAPUA NEW GUINEA",
-      "EGYPT",
-      "SAMOA",
-      "SURINAME",
-      "PUERTO RICO",
-      "TONGA",
-      "SAUDI ARABIA",
-      "HONG KONG",
-      "SLOVAKIA",
-      "BELGIUM",
-      "SLOVAKIA",
-      "UGANDA",
-      "AUSTRIA",
-      "SUDAN",
-      "ECUADOR",
-      "TURKEY",
-      "TUNISIA",
-      "EL SALVADOR",
-      "ALAND ISLANDS",
-      "ICELAND",
-      "EL SALVADOR",
-      "KAZAKHSTAN",
-      "DOMINICA",
-      "DENMARK",
-      "CAMEROON",
-      "RUSSIAN FEDERATION",
-      "ARMENIA",
-      "MOZAMBIQUE",
-      "SENEGAL",
-      "BULGARIA",
-      "C�TE D'IVOIRE",
-      "GUINEA-BISSAU",
-      "VENEZUELA",
-      "BARBADOS",
-      "R�UNION",
-      "BHUTAN",
-      "BOUVET ISLAND",
-      "LESOTHO",
-      "GEORGIA",
-      "BELARUS",
-      null,
-      "MADAGASCAR",
-      "MADAGASCAR",
-      "CROATIA",
-      "ISLE OF MAN",
-      "VIRGIN ISLANDS, U.S.",
-      "SLOVENIA",
-      "EGYPT",
-      "MONGOLIA",
-      "SERBIA",
-      "CAPE VERDE",
-      "TUVALU",
-      "BELIZE",
-      "SRI LANKA",
-      "CHILE",
-      "QATAR",
-      "GEORGIA",
-      "ZAMBIA",
-      "NEPAL",
-      "R�UNION",
-      "ZAMBIA",
-      "NORFOLK ISLAND",
-      "NEW ZEALAND",
-      "ARGENTINA",
-      "ISLE OF MAN",
-      "UZBEKISTAN",
-      "SINGAPORE",
-      "UNITED STATES",
-      null,
-      null,
-      "GEORGIA",
-      "NAURU",
-      "FRENCH POLYNESIA",
-      "KENYA",
-      "CUBA",
-      "SINGAPORE",
-      "TAJIKISTAN",
-      "ALBANIA",
-      "ANDORRA",
-      "MOLDOVA, REPUBLIC OF",
-      "GUERNSEY",
-      "SURINAME",
-      "YEMEN",
-      "BENIN",
-      "SWEDEN",
-      "TIMOR-LESTE",
-      "IRELAND",
-      "NETHERLANDS",
-      "WALLIS AND FUTUNA",
-      "SWITZERLAND",
-      "NICARAGUA",
-      "MOZAMBIQUE",
-      "LITHUANIA",
-      "ANGOLA",
-      "MALDIVES",
-      "KUWAIT",
-      "BELIZE",
-      "MONTSERRAT",
-      "BERMUDA",
-      "MALDIVES",
-      "BOLIVIA",
-      "NEPAL",
-      "AZERBAIJAN",
-      "SLOVAKIA",
-      "GUATEMALA",
-      "TRINIDAD AND TOBAGO",
-      "CUBA",
-      "SAINT LUCIA",
-      "MOLDOVA, REPUBLIC OF",
-      "NETHERLANDS ANTILLES",
-      "PANAMA",
-      "TOKELAU",
-      "MAYOTTE",
-      "ZIMBABWE",
-      "BERMUDA",
-      "GUYANA",
-      "UNITED STATES",
-      "FRENCH GUIANA",
-      "VENEZUELA",
-      "TUVALU",
-      "GRENADA",
-      "SAUDI ARABIA",
-      "MALAYSIA",
-      "PHILIPPINES",
-      "LUXEMBOURG",
-      "KENYA",
-      "BOUVET ISLAND",
-      "KIRIBATI",
-      "BOTSWANA",
-      "VIRGIN ISLANDS, U.S.",
-      "SUDAN",
-      "HONG KONG",
-      "TUVALU",
-      "LIBERIA",
-      "MAURITANIA",
-      "ARGENTINA",
-      "KYRGYZSTAN",
-      "BAHAMAS",
-      "EQUATORIAL GUINEA",
-      "GUADELOUPE",
-      "ANDORRA",
-      "BERMUDA",
-      "INDONESIA",
-      "SWITZERLAND",
-      null,
-      "GIBRALTAR",
-      "UZBEKISTAN",
-      null,
-      null,
-      "IRELAND",
-      "PERU",
-      "SOUTH AFRICA",
-      "ETHIOPIA",
-      "FRENCH POLYNESIA",
-      "NIGERIA",
-      "NIUE",
-      "CAMBODIA",
-      "ALGERIA",
-      "LIBERIA",
-      "ITALY",
-      "BELIZE",
-      "GUAM",
-      "SWITZERLAND",
-      "GHANA",
-      "MALI",
-      "KYRGYZSTAN",
-      "KUWAIT",
-      "NEW ZEALAND",
-      "LUXEMBOURG",
-      null,
-      "NICARAGUA",
-      "MAYOTTE",
-      "ANDORRA",
-      "MONTENEGRO",
-      "FRENCH POLYNESIA",
-      "SLOVENIA",
-      "MALAYSIA",
-      "HONDURAS",
-      "CHILE",
-      "SAN MARINO",
-      "CANADA",
-      "CHRISTMAS ISLAND",
-      "BURKINA FASO",
-      "NEW CALEDONIA",
-      "GERMANY",
-      "BOUVET ISLAND",
-      "CAMBODIA",
-      "WESTERN SAHARA",
-      "MALAWI",
-      "ROMANIA",
-      "BOUVET ISLAND",
-      "KUWAIT",
-      "MALDIVES",
-      "DENMARK",
-      "SPAIN",
-      "SRI LANKA",
-      "TONGA",
-      "AZERBAIJAN",
-      "PERU",
-      "NIUE",
-      "BELIZE",
-      "JAPAN",
-      "JAMAICA",
-      "BANGLADESH",
-      "MYANMAR",
-      "BERMUDA",
-      "SAUDI ARABIA",
-      "EQUATORIAL GUINEA",
-      "MONTSERRAT",
-      null,
-      "SOMALIA",
-      "ARUBA",
-      "EL SALVADOR",
-      "GUYANA",
-      "BAHRAIN",
-      "NAURU",
-      "VIRGIN ISLANDS, U.S.",
-      "TOKELAU",
-      "TIMOR-LESTE",
-      "INDONESIA",
-      "TIMOR-LESTE",
-      "QATAR",
-      "TURKMENISTAN",
-      "JAPAN",
-      "NIGERIA",
-      "INDIA",
-      "LATVIA",
-      "SWAZILAND",
-      "AMERICAN SAMOA",
-      "SOLOMON ISLANDS",
-      "INDONESIA",
-      "GIBRALTAR",
-      "GRENADA",
-      "GUADELOUPE",
-      "TIMOR-LESTE",
-      "TOGO",
-      "JERSEY",
-      "INDONESIA",
-      "NEW CALEDONIA",
-      "SAINT HELENA",
-      "KIRIBATI",
-      "UNITED ARAB EMIRATES",
-      "BERMUDA",
-      "WALLIS AND FUTUNA",
-      "BAHRAIN",
-      "BELIZE",
-      "ROMANIA",
-      "BOTSWANA",
-      "KENYA",
-      "MYANMAR",
-      "ISRAEL",
-      "CAPE VERDE",
-      "SAUDI ARABIA",
-      "PARAGUAY",
-      "SAINT LUCIA",
-      "CAMEROON",
-      "NIGER",
-      "ARGENTINA",
-      "SENEGAL",
-      "BERMUDA",
-      null,
-      "NORFOLK ISLAND",
-      "SAUDI ARABIA",
-      "BAHRAIN",
-      "ARUBA",
-      "ARUBA",
-      "MALDIVES",
-      "MEXICO",
-      "BOTSWANA",
-      "PORTUGAL",
-      "SOMALIA",
-      "EGYPT",
-      "PORTUGAL",
-      "BURUNDI",
-      "VANUATU",
-      "PORTUGAL",
-      "VIRGIN ISLANDS, U.S.",
-      "BAHRAIN",
-      "AFGHANISTAN",
-      "CANADA",
-      "MAURITANIA",
-      "BANGLADESH",
-      "NAMIBIA",
-      "KIRIBATI",
-      "MYANMAR",
-      "NIGERIA",
-      "GREECE",
-      "FRENCH POLYNESIA",
-      "FRENCH POLYNESIA",
-      "ECUADOR",
-      "MARTINIQUE",
-      "GUYANA",
-      "DOMINICA",
-      "UZBEKISTAN",
-      "BENIN",
-      "BRUNEI DARUSSALAM",
-      "GEORGIA",
-      "JAMAICA",
-      "NEW ZEALAND",
-      "IRAQ",
-      "ALBANIA",
-      "C�TE D'IVOIRE",
-      "FRENCH GUIANA",
-      "NETHERLANDS ANTILLES",
-      "UNITED STATES",
-      "WALLIS AND FUTUNA",
-      "TUVALU",
-      "SAINT LUCIA",
-      "ISRAEL",
-      "TAJIKISTAN",
-      "OMAN",
-      "KUWAIT",
-      "NEPAL",
-      "LUXEMBOURG",
-      "NORWAY",
-      "HONG KONG",
-      "VIRGIN ISLANDS, U.S.",
-      "CAPE VERDE",
-      "EGYPT",
-      "KOREA, REPUBLIC OF",
-      "SENEGAL",
-      "SWITZERLAND",
-      "HUNGARY",
-      "ICELAND",
-      "AFGHANISTAN",
-      "GUERNSEY",
-      "UNITED KINGDOM",
-      "TUNISIA",
-      "GABON",
-      "FRENCH GUIANA",
-      "CHRISTMAS ISLAND",
-      "AUSTRALIA",
-      "NETHERLANDS ANTILLES",
-      "LUXEMBOURG",
-      "BRUNEI DARUSSALAM",
-      "TURKEY",
-      "NIGER",
-      "CAMBODIA",
-      "GUAM",
-      "COMOROS",
-      "ISLE OF MAN",
-      null,
-      "ECUADOR",
-      "PARAGUAY",
-      "RUSSIAN FEDERATION",
-      "KYRGYZSTAN",
-      "KIRIBATI",
-      null,
-      "FRANCE",
-      "MOLDOVA, REPUBLIC OF",
-      "SPAIN",
-      "GUAM",
-      "NETHERLANDS ANTILLES",
-      "C�TE D'IVOIRE",
-      "PUERTO RICO",
-      "MOROCCO",
-      "BAHAMAS",
-      "GUINEA-BISSAU",
-      null,
-      "CAYMAN ISLANDS",
-      "BAHAMAS",
-      "SWITZERLAND",
-      "NICARAGUA",
-      "URUGUAY",
-      "PHILIPPINES",
-      "PHILIPPINES",
-      null,
-      "SLOVENIA",
-      "UKRAINE",
-      "TURKMENISTAN",
-      "BURKINA FASO",
-      "JORDAN",
-      "MONTSERRAT",
-      "KOREA, REPUBLIC OF",
-      "GAMBIA",
-      "SURINAME",
-      "FIJI",
-      "MEXICO",
-      "NIUE",
-      "TOGO",
-      "CHILE"
-    ],
-    [
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
-      null,
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\ No newline at end of file
diff --git a/test/files/delta_encoding_optional_column.columns.json b/test/files/delta_encoding_optional_column.columns.json
deleted file mode 100644
index bcdabc2..0000000
--- a/test/files/delta_encoding_optional_column.columns.json
+++ /dev/null
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\ No newline at end of file
diff --git a/test/files/delta_encoding_required_column.columns.json b/test/files/delta_encoding_required_column.columns.json
deleted file mode 100644
index 77f8046..0000000
--- a/test/files/delta_encoding_required_column.columns.json
+++ /dev/null
@@ -1,1738 +0,0 @@
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\ No newline at end of file
diff --git a/test/files/delta_length_byte_array.columns.json b/test/files/delta_length_byte_array.columns.json
deleted file mode 100644
index fbe730f..0000000
--- a/test/files/delta_length_byte_array.columns.json
+++ /dev/null
@@ -1,1006 +0,0 @@
-[
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-      "apple_banana_mango1",
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\ No newline at end of file
diff --git a/test/files/dict-page-offset-zero.columns.json b/test/files/dict-page-offset-zero.columns.json
deleted file mode 100644
index 6bd5475..0000000
--- a/test/files/dict-page-offset-zero.columns.json
+++ /dev/null
@@ -1,45 +0,0 @@
-[
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\ No newline at end of file
diff --git a/test/files/duckdb2557.columns.json b/test/files/duckdb2557.columns.json
deleted file mode 100644
index 87f08df..0000000
--- a/test/files/duckdb2557.columns.json
+++ /dev/null
@@ -1,1451 +0,0 @@
-[
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index f275a8a..0000000
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diff --git a/test/files/lz4_raw_compressed.columns.json b/test/files/lz4_raw_compressed.columns.json
deleted file mode 100644
index a02b19b..0000000
--- a/test/files/lz4_raw_compressed.columns.json
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diff --git a/test/files/nonnullable.impala.columns.json b/test/files/nonnullable.impala.columns.json
deleted file mode 100644
index 4039c0c..0000000
--- a/test/files/nonnullable.impala.columns.json
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-[
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\ No newline at end of file
diff --git a/test/files/nullable.impala.columns.json b/test/files/nullable.impala.columns.json
deleted file mode 100644
index acfe3dc..0000000
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diff --git a/test/files/plain-dict-uncompressed-checksum.columns.json b/test/files/plain-dict-uncompressed-checksum.columns.json
deleted file mode 100644
index 31ead72..0000000
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-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652",
-      "a655fd0e-9949-4059-bcae-fd6a002a4652"
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/repeated_no_annotation.columns.json b/test/files/repeated_no_annotation.columns.json
deleted file mode 100644
index 1cae41d..0000000
--- a/test/files/repeated_no_annotation.columns.json
+++ /dev/null
@@ -1,60 +0,0 @@
-[
-  [
-    [
-      1,
-      2,
-      3,
-      4,
-      5,
-      6
-    ],
-    [
-      [],
-      [],
-      [
-        []
-      ],
-      [
-        [
-          5555555555
-        ]
-      ],
-      [
-        [
-          1111111111
-        ]
-      ],
-      [
-        [
-          1111111111,
-          2222222222,
-          3333333333
-        ]
-      ]
-    ],
-    [
-      [],
-      [],
-      [
-        []
-      ],
-      [
-        [
-          null
-        ]
-      ],
-      [
-        [
-          "home"
-        ]
-      ],
-      [
-        [
-          "home",
-          null,
-          "mobile"
-        ]
-      ]
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/rle_boolean_encoding.columns.json b/test/files/rle_boolean_encoding.columns.json
deleted file mode 100644
index a20004b..0000000
--- a/test/files/rle_boolean_encoding.columns.json
+++ /dev/null
@@ -1,74 +0,0 @@
-[
-  [
-    [
-      true,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      true,
-      false,
-      false,
-      false,
-      false,
-      true,
-      true,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      true,
-      false,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      true,
-      false,
-      true,
-      true,
-      false,
-      null,
-      true,
-      true,
-      false,
-      false,
-      true,
-      true,
-      true
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/rowgroups.columns.json b/test/files/rowgroups.columns.json
deleted file mode 100644
index ebb80f8..0000000
--- a/test/files/rowgroups.columns.json
+++ /dev/null
@@ -1,25 +0,0 @@
-[
-  [
-    [
-      1,
-      2,
-      3,
-      4,
-      5,
-      6,
-      7,
-      8,
-      9,
-      10
-    ]
-  ],
-  [
-    [
-      11,
-      12,
-      13,
-      14,
-      15
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/struct_strings.columns.json b/test/files/struct_strings.columns.json
deleted file mode 100644
index b6e6e3d..0000000
--- a/test/files/struct_strings.columns.json
+++ /dev/null
@@ -1,12 +0,0 @@
-[
-  [
-    [
-      "hello",
-      null
-    ],
-    [
-      null,
-      1.23
-    ]
-  ]
-]
\ No newline at end of file
diff --git a/test/files/unsigned.columns.json b/test/files/unsigned.columns.json
deleted file mode 100644
index 339cda5..0000000
--- a/test/files/unsigned.columns.json
+++ /dev/null
@@ -1,20 +0,0 @@
-[
-  [
-    [
-      0,
-      255
-    ],
-    [
-      0,
-      65535
-    ],
-    [
-      0,
-      4294967295
-    ],
-    [
-      0,
-      18446744073709552000
-    ]
-  ]
-]
\ No newline at end of file

From 3eb6568fee99e639a70a6dbddb3fc1c220746dbe Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Thu, 19 Dec 2024 20:42:37 -0500
Subject: [PATCH 13/14] verify edge case works when rowLimit is undefined

---
 test/column.test.js | 37 +++++++++++++++----------------------
 1 file changed, 15 insertions(+), 22 deletions(-)

diff --git a/test/column.test.js b/test/column.test.js
index 5d1b830..3c0b2dc 100644
--- a/test/column.test.js
+++ b/test/column.test.js
@@ -1,32 +1,25 @@
-import fs from 'fs'
 import { compressors } from 'hyparquet-compressors'
 import { describe, expect, it } from 'vitest'
 import { parquetMetadata } from '../src/hyparquet.js'
 import { getSchemaPath } from '../src/schema.js'
 import { getColumnRange, readColumn } from '../src/column.js'
-import { asyncBufferFromFile, toJson } from '../src/utils.js'
-import { fileToJson } from './helpers.js'
+import { asyncBufferFromFile } from '../src/utils.js'
 
 describe('readColumn', () => {
-  const parquetFiles = fs.readdirSync('test/files').filter(f => f.endsWith('.parquet'))
-  parquetFiles.forEach((file) => {
-    it(`read columns from ${file} when rowLimit is undefined`, async () => {
-      const asyncBuffer = await asyncBufferFromFile(`test/files/${file}`)
-      const arrayBuffer = await asyncBuffer.slice(0)
-      const metadata = parquetMetadata(arrayBuffer)
+  it('read columns when rowLimit is undefined', async () => {
+    const testFile = 'test/files/float16_nonzeros_and_nans.parquet'
+    const asyncBuffer = await asyncBufferFromFile(testFile)
+    const arrayBuffer = await asyncBuffer.slice(0)
+    const metadata = parquetMetadata(arrayBuffer)
 
-      const result = metadata.row_groups.map((rowGroup) => rowGroup.columns.map((column) => {
-        if (!column.meta_data) return []
-        const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
-        const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
-        const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
-        const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
-        return readColumn(reader, undefined, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
-      }))
-
-      const base = file.replace('.parquet', '')
-      const expected = fileToJson(`test/files/${base}.columns.json`)
-      expect(JSON.stringify(toJson(result))).toEqual(JSON.stringify(toJson(expected))) // ensure that we're not comparing NaN, -0, etc.
-    })
+    const column = metadata.row_groups[0].columns[0]
+    if (!column.meta_data) throw new Error(`No column metadata for ${testFile}`)
+    const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
+    const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
+    const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
+    const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
+    const result = readColumn(reader, undefined, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
+    const expected = [null, 1, -2, NaN, 0, -1, -0, 2]
+    expect(result).toEqual(expected)
   })
 })

From 79ccbe3ff0547a8fcdc8071ebb1a2afb06c8ef95 Mon Sep 17 00:00:00 2001
From: Brian Park <park-brian@users.noreply.github.com>
Date: Thu, 19 Dec 2024 20:50:41 -0500
Subject: [PATCH 14/14] add test cases for readColumn

---
 test/column.test.js | 60 ++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 59 insertions(+), 1 deletion(-)

diff --git a/test/column.test.js b/test/column.test.js
index 3c0b2dc..7e5e20b 100644
--- a/test/column.test.js
+++ b/test/column.test.js
@@ -18,8 +18,66 @@ describe('readColumn', () => {
     const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
     const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
     const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
-    const result = readColumn(reader, undefined, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
+
+    const rowLimit = undefined
+    const result = readColumn(reader, rowLimit, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
     const expected = [null, 1, -2, NaN, 0, -1, -0, 2]
     expect(result).toEqual(expected)
   })
+
+  it('read columns when rowLimit is Infinity', async () => {
+    const testFile = 'test/files/float16_nonzeros_and_nans.parquet'
+    const asyncBuffer = await asyncBufferFromFile(testFile)
+    const arrayBuffer = await asyncBuffer.slice(0)
+    const metadata = parquetMetadata(arrayBuffer)
+
+    const column = metadata.row_groups[0].columns[0]
+    if (!column.meta_data) throw new Error(`No column metadata for ${testFile}`)
+    const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
+    const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
+    const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
+    const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
+
+    const rowLimit = Infinity
+    const result = readColumn(reader, rowLimit, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
+    const expected = [null, 1, -2, NaN, 0, -1, -0, 2]
+    expect(result).toEqual(expected)
+  })
+
+  it('read columns when rowLimit is defined', async () => {
+    const testFile = 'test/files/float16_nonzeros_and_nans.parquet'
+    const asyncBuffer = await asyncBufferFromFile(testFile)
+    const arrayBuffer = await asyncBuffer.slice(0)
+    const metadata = parquetMetadata(arrayBuffer)
+
+    const column = metadata.row_groups[0].columns[0]
+    if (!column.meta_data) throw new Error(`No column metadata for ${testFile}`)
+    const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
+    const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
+    const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
+    const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
+
+    const rowLimit = 2
+    const result = readColumn(reader, rowLimit, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
+    expect(result.length).toBe(rowLimit)
+  })
+
+  it('read columns when rowLimit is 0', async () => {
+    const testFile = 'test/files/float16_nonzeros_and_nans.parquet'
+    const asyncBuffer = await asyncBufferFromFile(testFile)
+    const arrayBuffer = await asyncBuffer.slice(0)
+    const metadata = parquetMetadata(arrayBuffer)
+
+    const column = metadata.row_groups[0].columns[0]
+    if (!column.meta_data) throw new Error(`No column metadata for ${testFile}`)
+    const [columnStartByte, columnEndByte] = getColumnRange(column.meta_data).map(Number)
+    const columnArrayBuffer = arrayBuffer.slice(columnStartByte, columnEndByte)
+    const schemaPath = getSchemaPath(metadata.schema, column.meta_data?.path_in_schema ?? [])
+    const reader = { view: new DataView(columnArrayBuffer), offset: 0 }
+
+    const rowLimit = 0
+    const result = readColumn(reader, rowLimit, column.meta_data, schemaPath, { file: asyncBuffer, compressors })
+    expect(result.length).toBe(rowLimit)
+  })
+
 })