diff --git a/.vscode/launch.json b/.vscode/launch.json
index 7248065..99dbf54 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -4,6 +4,24 @@
   // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
   "version": "0.2.0",
   "configurations": [
+    {
+      "name": "Unit test",
+      "args": "./test/unit/backend.test.ts",
+      "request": "launch",
+      "skipFiles": [
+        "<node_internals>/**"
+      ],
+      "type": "node",
+      "runtimeArgs": [
+        "--import",
+        "tsx",
+        "--import",
+        "./test/unit/automocks.ts",
+        "--test-name-pattern",
+        "parquet-tools backend tests supports cancellation",
+        "--test"
+      ]
+    },
     {
       "name": "Extension Tests",
       "type": "extensionHost",
@@ -19,14 +37,15 @@
       "env": {
         "DEBUG_MODE": "TRUE",
         "LOG_TO_CONSOLE": "true",
-        "TEST_GLOB_PATTERN": "extension.test.js"
+        // "TEST_GLOB_PATTERN": "extension.test.js",
+        // "TEST_SUBPROCESS": "true"
       },
       "resolveSourceMapLocations": [
         "${workspaceFolder}/**",
         "!**/node_modules/**"
       ],
       "skipFiles": [
-        "<node_internals>/**"
+        // "<node_internals>/**"
       ]
     },
     {
@@ -45,36 +64,6 @@
       ],
       "trace": true
     },
-    {
-      "type": "node",
-      "name": "vscode-jest-tests.v2",
-      "request": "launch",
-      "args": [
-        "--runInBand",
-        "--watchAll=false",
-        "--config",
-        "test/unit/jest.config.ts",
-        "--testNamePattern",
-        "${jest.testNamePattern}",
-        "--runTestsByPath",
-        "${jest.testFile}"
-      ],
-      "cwd": "${workspaceFolder}",
-      "console": "integratedTerminal",
-      "internalConsoleOptions": "neverOpen",
-      "program": "${workspaceFolder}/node_modules/.bin/jest",
-      "windows": {
-        "program": "${workspaceFolder}/node_modules/jest/bin/jest"
-      },
-      "env": {
-        "DEBUG_MODE": "TRUE"
-      },
-      "outFiles": [
-        "${workspaceFolder}/**/*.js",
-        "!**/node_modules/**",
-        "${workspaceFolder}/node_modules/apache-arrow/**/*.js"
-      ]
-    },
     {
       "name": "vsce",
       "program": "${workspaceFolder}/node_modules/@vscode/vsce/vsce",
@@ -102,33 +91,6 @@
         }
       },
     },
-    {
-      "name": "(Windows) Launch",
-      "type": "cppvsdbg",
-      "request": "launch",
-      "program": "node",
-      "args": [
-        "${workspaceFolder}/node_modules/jest/bin/jest",
-        "test/unit/arrow-backend.test.ts"
-      ],
-      "stopAtEntry": false,
-      "cwd": "${workspaceFolder}",
-      "environment": [
-        {
-          "name": "DEBUG_MODE",
-          "value": "TRUE"
-        }
-      ],
-      "console": "externalTerminal",
-      "presentation": {
-        "hidden": true
-      },
-      "windows": {
-        "presentation": {
-          "hidden": false,
-        }
-      },
-    },
     {
       "name": "Conan Install",
       "type": "debugpy",
diff --git a/.vscode/settings.json b/.vscode/settings.json
index f23f0d0..0171e3d 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -107,5 +107,11 @@
         "./automocks.ts"
       ]
     }
-  ]
+  ],
+  "[typescript]": {
+    "editor.formatOnSave": true,
+    "editor.codeActionsOnSave": {
+      "source.organizeImports": "always"
+    }
+  }
 }
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
index 6aa5bca..03a2b77 100644
--- a/.vscode/tasks.json
+++ b/.vscode/tasks.json
@@ -41,6 +41,23 @@
       "presentation": {
         "clear": true
       }
+    },
+    {
+      "type": "npm",
+      "script": "unit",
+      "problemMatcher": [],
+      "label": "npm: unit",
+      "detail": "node --import tsx --import ./test/unit/automocks.ts --test test/unit/*.test.ts",
+      "presentation": {
+        "clear": true
+      }
+    },
+    {
+      "type": "npm",
+      "script": "lint",
+      "problemMatcher": [],
+      "label": "npm: lint",
+      "detail": "eslint --max-warnings=0 \"**/*.ts\""
     }
   ]
 }
diff --git a/package-lock.json b/package-lock.json
index ac8f9c4..2d82224 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,7 +1,7 @@
 {
   "name": "parquet-viewer",
   "version": "2.9.0",
-  "lockfileVersion": 2,
+  "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
@@ -13,14 +13,14 @@
         "."
       ],
       "dependencies": {
-        "@async-generators/to-array": "^0.1.0",
         "@dvirtz/parquets": "^0.11.6",
         "@vscode-logging/logger": "^1.2.3",
         "@vscode-logging/wrapper": "^1.0.1",
         "apache-arrow": "^15.0.0",
         "color-string": "^1.6.0",
         "parquet-reader": "file:packages/parquet-reader",
-        "parquet-wasm": "^0.5.0"
+        "parquet-wasm": "^0.5.0",
+        "split2": "^4.2.0"
       },
       "devDependencies": {
         "@commitlint/cli": "^17.0.2",
@@ -28,7 +28,8 @@
         "@semantic-release/changelog": "^6.0.3",
         "@semantic-release/git": "^10.0.1",
         "@types/glob": "^8.1.0",
-        "@types/node": "^20.12.7",
+        "@types/node": "^22.4.0",
+        "@types/split2": "^4.2.3",
         "@types/unzipper": "^0.10.8",
         "@types/vscode": "^1.46.0",
         "@typescript-eslint/eslint-plugin": "^5.27.1",
@@ -82,23 +83,6 @@
         "node": ">=0.10.0"
       }
     },
-    "node_modules/@async-generators/iterable": {
-      "version": "0.2.0",
-      "license": "MIT",
-      "engines": {
-        "node": ">=8.5.0"
-      }
-    },
-    "node_modules/@async-generators/to-array": {
-      "version": "0.1.0",
-      "license": "MIT",
-      "dependencies": {
-        "@async-generators/iterable": "^0.2.0"
-      },
-      "engines": {
-        "node": ">=8.5.0"
-      }
-    },
     "node_modules/@babel/code-frame": {
       "version": "7.24.2",
       "dev": true,
@@ -753,12 +737,11 @@
     },
     "node_modules/@esbuild/win32-x64": {
       "version": "0.20.2",
-      "resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.20.2.tgz",
-      "integrity": "sha512-N49X4lJX27+l9jbLKSqZ6bKNjzQvHaT8IIFUy+YIqmXQdjYCToGWwOItDrfby14c78aDd5NHQl29xingXfCdLQ==",
       "cpu": [
         "x64"
       ],
       "dev": true,
+      "license": "MIT",
       "optional": true,
       "os": [
         "win32"
@@ -1299,14 +1282,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/@semantic-release/commit-analyzer/node_modules/split2": {
-      "version": "4.2.0",
-      "dev": true,
-      "license": "ISC",
-      "engines": {
-        "node": ">= 10.x"
-      }
-    },
     "node_modules/@semantic-release/commit-analyzer/node_modules/text-extensions": {
       "version": "2.4.0",
       "dev": true,
@@ -2166,14 +2141,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/@semantic-release/release-notes-generator/node_modules/split2": {
-      "version": "4.2.0",
-      "dev": true,
-      "license": "ISC",
-      "engines": {
-        "node": ">= 10.x"
-      }
-    },
     "node_modules/@semantic-release/release-notes-generator/node_modules/text-extensions": {
       "version": "2.4.0",
       "dev": true,
@@ -2263,9 +2230,8 @@
     },
     "node_modules/@types/glob": {
       "version": "8.1.0",
-      "resolved": "https://registry.npmjs.org/@types/glob/-/glob-8.1.0.tgz",
-      "integrity": "sha512-IO+MJPVhoqz+28h1qLAcBEH2+xHMK6MTyHJc7MTnnYb6wsoLR29POVGJ7LycmVXIqyy/4/2ShP5sUwTXuOwb/w==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "@types/minimatch": "^5.1.2",
         "@types/node": "*"
@@ -2287,11 +2253,11 @@
       "license": "MIT"
     },
     "node_modules/@types/node": {
-      "version": "20.12.12",
-      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.12.12.tgz",
-      "integrity": "sha512-eWLDGF/FOSPtAvEqeRAQ4C8LSA7M1I7i0ky1I8U7kD1J5ITyW3AsRhQrKVoWf5pFKZ2kILsEGJhsI9r93PYnOw==",
+      "version": "22.4.0",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-22.4.0.tgz",
+      "integrity": "sha512-49AbMDwYUz7EXxKU/r7mXOsxwFr4BYbvB7tWYxVuLdb2ibd30ijjXINSMAHiEEZk5PCRBmW1gUeisn2VMKt3cQ==",
       "dependencies": {
-        "undici-types": "~5.26.4"
+        "undici-types": "~6.19.2"
       }
     },
     "node_modules/@types/node-int64": {
@@ -2320,6 +2286,14 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/@types/split2": {
+      "version": "4.2.3",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/node": "*"
+      }
+    },
     "node_modules/@types/thrift": {
       "version": "0.10.17",
       "license": "MIT",
@@ -2676,9 +2650,8 @@
     },
     "node_modules/@vscode/vsce/node_modules/glob": {
       "version": "7.2.3",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
-      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -2833,10 +2806,11 @@
       }
     },
     "node_modules/apache-arrow/node_modules/@types/node": {
-      "version": "20.12.5",
-      "license": "MIT",
+      "version": "20.16.0",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.16.0.tgz",
+      "integrity": "sha512-vDxceJcoZhIVh67S568bm1UGZO0DX0hpplJZxzeXMKwIPLn190ec5RRxQ69BKhX44SUGIxxgMdDY557lGLKprQ==",
       "dependencies": {
-        "undici-types": "~5.26.4"
+        "undici-types": "~6.19.2"
       }
     },
     "node_modules/aproba": {
@@ -3052,9 +3026,8 @@
     },
     "node_modules/braces": {
       "version": "3.0.3",
-      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
-      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "fill-range": "^7.1.1"
       },
@@ -3600,6 +3573,27 @@
         "node": ">=14"
       }
     },
+    "node_modules/conventional-commits-parser/node_modules/readable-stream": {
+      "version": "3.6.2",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "inherits": "^2.0.3",
+        "string_decoder": "^1.1.1",
+        "util-deprecate": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
+    "node_modules/conventional-commits-parser/node_modules/split2": {
+      "version": "3.2.2",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "readable-stream": "^3.0.0"
+      }
+    },
     "node_modules/copyfiles": {
       "version": "2.4.1",
       "dev": true,
@@ -3630,9 +3624,8 @@
     },
     "node_modules/copyfiles/node_modules/glob": {
       "version": "7.2.3",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
-      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -4094,9 +4087,8 @@
     },
     "node_modules/del/node_modules/glob": {
       "version": "7.2.3",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
-      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -4450,10 +4442,9 @@
     },
     "node_modules/esbuild": {
       "version": "0.20.2",
-      "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.20.2.tgz",
-      "integrity": "sha512-WdOOppmUNU+IbZ0PaDiTst80zjnrOkyJNHoKupIcVyU8Lvla3Ugx94VzkQ32Ijqd7UhHJy75gNWDMUekcrSJ6g==",
       "dev": true,
       "hasInstallScript": true,
+      "license": "MIT",
       "bin": {
         "esbuild": "bin/esbuild"
       },
@@ -4846,9 +4837,8 @@
     },
     "node_modules/fill-range": {
       "version": "7.1.1",
-      "resolved": "https://registry.npmjs.org/fill-range/-/fill-range-7.1.1.tgz",
-      "integrity": "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "to-regex-range": "^5.0.1"
       },
@@ -4915,9 +4905,8 @@
     },
     "node_modules/flat-cache/node_modules/glob": {
       "version": "7.2.3",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
-      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -5094,9 +5083,8 @@
     },
     "node_modules/fstream/node_modules/glob": {
       "version": "7.2.3",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
-      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "fs.realpath": "^1.0.0",
         "inflight": "^1.0.4",
@@ -5217,9 +5205,8 @@
     },
     "node_modules/get-tsconfig": {
       "version": "4.7.5",
-      "resolved": "https://registry.npmjs.org/get-tsconfig/-/get-tsconfig-4.7.5.tgz",
-      "integrity": "sha512-ZCuZCnlqNzjb4QprAzXKdpp/gh6KTxSJuw3IBsPnV/7fV4NxC9ckB+vPTt8w7fJA0TaSD7c55BR47JD6MEDyDw==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "resolve-pkg-maps": "^1.0.0"
       },
@@ -5279,6 +5266,14 @@
         "node": ">= 6"
       }
     },
+    "node_modules/git-raw-commits/node_modules/split2": {
+      "version": "3.2.2",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "readable-stream": "^3.0.0"
+      }
+    },
     "node_modules/git-raw-commits/node_modules/through2": {
       "version": "4.0.2",
       "dev": true,
@@ -5295,9 +5290,8 @@
     },
     "node_modules/glob": {
       "version": "10.3.15",
-      "resolved": "https://registry.npmjs.org/glob/-/glob-10.3.15.tgz",
-      "integrity": "sha512-0c6RlJt1TICLyvJYIApxb8GsXoai0KUP7AxKKAtsYXdgJR1mGEUa7DgwShbdk1nly0PYoZj01xd4hzbq3fsjpw==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "foreground-child": "^3.1.0",
         "jackspeak": "^2.3.6",
@@ -5328,18 +5322,16 @@
     },
     "node_modules/glob/node_modules/brace-expansion": {
       "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz",
-      "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==",
       "dev": true,
+      "license": "MIT",
       "dependencies": {
         "balanced-match": "^1.0.0"
       }
     },
     "node_modules/glob/node_modules/minimatch": {
       "version": "9.0.4",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.4.tgz",
-      "integrity": "sha512-KqWh+VchfxcMNRAJjj2tnsSJdNbHsVgnkBhTNrW7AjVo6OvLtxw8zfT9oLw1JSohlFzJ8jCoTgaoXvJ+kHt6fw==",
       "dev": true,
+      "license": "ISC",
       "dependencies": {
         "brace-expansion": "^2.0.1"
       },
@@ -5352,9 +5344,8 @@
     },
     "node_modules/glob/node_modules/minipass": {
       "version": "7.1.1",
-      "resolved": "https://registry.npmjs.org/minipass/-/minipass-7.1.1.tgz",
-      "integrity": "sha512-UZ7eQ+h8ywIRAW1hIEl2AqdwzJucU/Kp59+8kkZeSvafXhZjul247BvIJjEVFVeON6d7lM46XX1HXCduKAS8VA==",
       "dev": true,
+      "license": "ISC",
       "engines": {
         "node": ">=16 || 14 >=14.17"
       }
@@ -5825,9 +5816,8 @@
     },
     "node_modules/is-number": {
       "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/is-number/-/is-number-7.0.0.tgz",
-      "integrity": "sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=0.12.0"
       }
@@ -10365,9 +10355,8 @@
     },
     "node_modules/path-is-absolute": {
       "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz",
-      "integrity": "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==",
       "dev": true,
+      "license": "MIT",
       "engines": {
         "node": ">=0.10.0"
       }
@@ -10387,9 +10376,8 @@
     },
     "node_modules/path-scurry": {
       "version": "1.11.1",
-      "resolved": "https://registry.npmjs.org/path-scurry/-/path-scurry-1.11.1.tgz",
-      "integrity": "sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA==",
       "dev": true,
+      "license": "BlueOak-1.0.0",
       "dependencies": {
         "lru-cache": "^10.2.0",
         "minipass": "^5.0.0 || ^6.0.2 || ^7.0.0"
@@ -10903,9 +10891,8 @@
     },
     "node_modules/resolve-pkg-maps": {
       "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/resolve-pkg-maps/-/resolve-pkg-maps-1.0.0.tgz",
-      "integrity": "sha512-seS2Tj26TBVOC2NIc2rOe2y2ZO7efxITtLZcGSOnHHNOQ7CkiUBfw0Iw2ck6xkIhPwLhKNLS8BO+hEpngQlqzw==",
       "dev": true,
+      "license": "MIT",
       "funding": {
         "url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1"
       }
@@ -10936,57 +10923,6 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
-    "node_modules/rimraf/node_modules/brace-expansion": {
-      "version": "2.0.1",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "balanced-match": "^1.0.0"
-      }
-    },
-    "node_modules/rimraf/node_modules/glob": {
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diff --git a/package.json b/package.json
index 9d37e45..0122900 100644
--- a/package.json
+++ b/package.json
@@ -25,7 +25,7 @@
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+    "node": ">=21.0.0",
     "vscode": "^1.82.0"
   },
   "categories": [
@@ -205,7 +205,8 @@
     "@semantic-release/changelog": "^6.0.3",
     "@semantic-release/git": "^10.0.1",
     "@types/glob": "^8.1.0",
-    "@types/node": "^20.12.7",
+    "@types/node": "^22.4.0",
+    "@types/split2": "^4.2.3",
     "@types/unzipper": "^0.10.8",
     "@types/vscode": "^1.46.0",
     "@typescript-eslint/eslint-plugin": "^5.27.1",
@@ -228,14 +229,14 @@
     "unzipper": "^0.10.14"
   },
   "dependencies": {
-    "@async-generators/to-array": "^0.1.0",
     "@dvirtz/parquets": "^0.11.6",
     "@vscode-logging/logger": "^1.2.3",
     "@vscode-logging/wrapper": "^1.0.1",
     "apache-arrow": "^15.0.0",
     "color-string": "^1.6.0",
     "parquet-reader": "file:packages/parquet-reader",
-    "parquet-wasm": "^0.5.0"
+    "parquet-wasm": "^0.5.0",
+    "split2": "^4.2.0"
   },
   "overrides": {
     "kexec": "meteor/node-kexec#update-for-node-12"
diff --git a/src/backends/arrow-backend.ts b/src/backends/arrow-backend.ts
deleted file mode 100644
index bef8e32..0000000
--- a/src/backends/arrow-backend.ts
+++ /dev/null
@@ -1,18 +0,0 @@
-import { RecordBatchReader } from 'apache-arrow/Arrow';
-import { CancellationToken } from 'vscode';
-import { ParquetBackend } from './parquet-backend';
-
-export abstract class ArrowBackend extends ParquetBackend {
-  abstract readParquet(path: string): Promise<RecordBatchReader>;
-
-  public async * generateRowsImpl(parquetPath: string, _token?: CancellationToken): AsyncGenerator<object> {
-    const batches = await this.readParquet(parquetPath);
-
-    // read all records from the file and print them
-    for await (const batch of batches) {
-      for await (const row of batch) {
-        yield row;
-      }
-    }
-  }
-}
diff --git a/src/backends/arrow-cpp-backend.ts b/src/backends/arrow-cpp-backend.ts
index 7d1662f..8986314 100644
--- a/src/backends/arrow-cpp-backend.ts
+++ b/src/backends/arrow-cpp-backend.ts
@@ -1,22 +1,18 @@
-import { AsyncRecordBatchStreamReader } from "apache-arrow";
-import { ArrowBackend } from "./arrow-backend";
-import { PassThrough, Stream } from "stream";
+import { AsyncRecordBatchStreamReader } from 'apache-arrow';
+import { PassThrough, Readable } from "node:stream";
+import { recordBatchTransform } from './record-batch-transform';
 
-export class ArrowCppBackend extends ArrowBackend {
-  readParquet_: ((path: string, stream: Stream) => void) | undefined;
-
-  async readParquet(path: string) {
-      if (typeof (this.readParquet_) == 'undefined') {
-        try {
-          const module = await import("parquet-reader");
-          this.readParquet_ = module.readParquet;
-        } catch (error) {
-          throw new Error(`cannot find prebuilt arrow module, either build the module or use another backend: ${error}`);
-        }
-      }
-      const stream = new PassThrough;
-      this.readParquet_(path, stream);
-      return AsyncRecordBatchStreamReader.from(stream);
-  }
 
+export async function arrowCppBackend(path: string, signal?: AbortSignal): Promise<Readable> {
+  const readParquet = await (async () => {
+    try {
+      const module = await import("parquet-reader");
+      return module.readParquet;
+    } catch (error) {
+      throw new Error(`cannot find prebuilt arrow module, either build the module or use another backend: ${error}`);
+    }
+  })();
+  const stream = new PassThrough;
+  readParquet(path, stream);
+  return recordBatchTransform((await AsyncRecordBatchStreamReader.from(stream)).toNodeStream(), signal);
 }
diff --git a/src/backends/parquet-backend-factory.ts b/src/backends/parquet-backend-factory.ts
index 960734b..a694ecc 100644
--- a/src/backends/parquet-backend-factory.ts
+++ b/src/backends/parquet-backend-factory.ts
@@ -1,20 +1,35 @@
-import { BackendName } from './backend-name';
+import { Readable } from 'node:stream';
+import { CancellationToken } from 'vscode';
 import { getLogger } from '../logger';
-import { ParquetToolsBackend } from './parquet-tools-backend';
-import { ParquetsBackend } from './parquets-backend';
-import { ParquetWasmBackend } from './parquet-wasm-backend';
-import { ArrowCppBackend } from './arrow-cpp-backend';
+import { arrowCppBackend } from './arrow-cpp-backend';
+import { BackendName } from './backend-name';
+import { parquetToolsBackend } from './parquet-tools-backend';
+import { parquetWasmBackend } from './parquet-wasm-backend';
+import { parquetsBackend } from './parquets-backend';
+
+export async function createParquetBackend(backend: BackendName, path: string, token?: CancellationToken): Promise<Readable> {
+  const abortSignal = (() => {
+    if (token) {
+      const controller = new AbortController();
+
+      token.onCancellationRequested(() => {
+        getLogger().info(`parsing ${path} was cancelled by user`);
+        controller.abort('user cancel');
+      });
+
+      return controller.signal;
+    }
+  })();
 
-export function createParquetBackend(backend: BackendName) {
-  getLogger().info(`using ${backend} backend`);
+  getLogger().info(`opening ${path} using ${backend} backend`);
   switch (backend) {
     case 'parquet-tools':
-      return new ParquetToolsBackend;
+      return parquetToolsBackend(path, abortSignal);
     case 'parquets':
-      return new ParquetsBackend;
+      return parquetsBackend(path, abortSignal);
     case 'arrow':
-      return new ArrowCppBackend;
+      return arrowCppBackend(path, abortSignal);
     case 'parquet-wasm':
-      return new ParquetWasmBackend;
+      return parquetWasmBackend(path, abortSignal);
   }
 }
diff --git a/src/backends/parquet-backend.ts b/src/backends/parquet-backend.ts
deleted file mode 100644
index e1a2feb..0000000
--- a/src/backends/parquet-backend.ts
+++ /dev/null
@@ -1,17 +0,0 @@
-import { CancellationToken } from 'vscode';
-import { getLogger } from '../logger';
-
-export abstract class ParquetBackend {
-  public async* generateRows(parquetPath: string, token?: CancellationToken) {
-    getLogger().info(`opening ${parquetPath}`)
-    for await (const row of this.generateRowsImpl(parquetPath, token)) {
-      if (token?.isCancellationRequested) {
-        getLogger().info(`parsing ${parquetPath} was cancelled by user`);
-        break;
-      }
-      yield row;
-    }
-  }
-
-  abstract generateRowsImpl(parquetPath: string, token?: CancellationToken): AsyncGenerator<object>;
-}
diff --git a/src/backends/parquet-tools-backend.ts b/src/backends/parquet-tools-backend.ts
index 78a6e2c..f99f488 100644
--- a/src/backends/parquet-tools-backend.ts
+++ b/src/backends/parquet-tools-backend.ts
@@ -1,62 +1,52 @@
-import * as vscode from 'vscode';
+import { strict as assert } from 'assert';
 import { spawn } from "child_process";
+import { Readable } from 'node:stream';
 import * as path from 'path';
-import { strict as assert } from 'assert';
+import split2 from 'split2';
+import * as vscode from 'vscode';
 import { getLogger } from '../logger';
 import { parquetTools as getParquetTools } from '../settings';
-import { createInterface } from 'readline';
-import { ParquetBackend } from './parquet-backend';
 
-export class ParquetToolsBackend extends ParquetBackend {
+export async function parquetToolsBackend(path: string, signal?: AbortSignal): Promise<Readable> {
+  return Readable.from(generateParquetRows(path, signal));
+}
 
-  public static async* spawnParquetTools(params: string[], token?: vscode.CancellationToken): AsyncGenerator<string> {
-    const [command, ...args] = await ParquetToolsBackend.parquetToolsPath();
-    getLogger().debug(`spawning ${command} ${args.concat(params).join(' ')}`);
-    const childProcess = spawn(command, args.concat(params));
+async function* generateParquetRows(path: string, signal?: AbortSignal) {
+  const [command, ...args] = await parquetToolsPath();
+  getLogger().debug(`spawning ${command} cat -j ${path}`);
+  const childProcess = spawn(command, args.concat(['cat', '-j', path]));
 
-    token?.onCancellationRequested(_ => {
-      childProcess.kill();
-    });
+  signal?.addEventListener('abort', _ => {
+    childProcess.kill();
+  });
+  let stderr = '';
+  childProcess.stderr.on('data', data => stderr += data);
 
-    childProcess.stdout.setEncoding('utf-8');
-    for await (const line of createInterface({input: childProcess.stdout})) {
-      yield line;
-    }
-    let stderr = '';
-    childProcess.stderr.on('data', data => stderr += data);
-    const code = await new Promise((resolve, reject) => {
-      childProcess.once("error", reject);
-      childProcess.on("close", (code) => {
-        resolve(code);
-      });
+  yield* childProcess.stdout.compose(split2(JSON.parse), signal && { signal: signal });
+
+  const exitCode = await new Promise<number>((resolve) => {
+    childProcess.on('exit', (code) => {
+      resolve(code || 0);
     });
-    if (!token?.isCancellationRequested) {
-      if (code) {
-        throw new Error(`parquet-tools exited with code ${code}\n${stderr}`);
-      }
-    }
-    return stderr;
-  }
+  });
 
-  private static async parquetToolsPath(): Promise<Array<string>> {
-    let parquetTools = getParquetTools();
-    if (!parquetTools) {
-      throw Error(`illegal value for parquet-viewer.parquetToolsPath setting: ${parquetTools}`);
-    }
-    if (parquetTools.endsWith('.jar')) {
-      if (!path.isAbsolute(parquetTools)) {
-        const files = await vscode.workspace.findFiles(parquetTools);
-        assert.equal(files.length, 1);
-        parquetTools = files[0].fsPath;
-      }
-      return [`java`, '-jar', parquetTools];
-    }
-    return [parquetTools];
+  if (exitCode != 0 && !signal?.aborted) {
+    throw new Error(`parquet-tools exited with code ${exitCode}\n${stderr}`);
   }
+}
 
-  public async * generateRowsImpl(parquetPath: string, token?: vscode.CancellationToken): AsyncGenerator<object> {
-    for await (const line of ParquetToolsBackend.spawnParquetTools(['cat', '-j', parquetPath], token)) {
-      yield JSON.parse(line);
+async function parquetToolsPath(): Promise<Array<string>> {
+  let parquetTools = getParquetTools();
+  if (!parquetTools) {
+    throw Error(`illegal value for parquet-viewer.parquetToolsPath setting: ${parquetTools}`);
+  }
+  if (parquetTools.endsWith('.jar')) {
+    if (!path.isAbsolute(parquetTools)) {
+      const files = await vscode.workspace.findFiles(parquetTools);
+      assert.equal(files.length, 1);
+      parquetTools = files[0].fsPath;
     }
+    return [`java`, '-jar', parquetTools];
   }
+  return [parquetTools];
 }
diff --git a/src/backends/parquet-wasm-backend.ts b/src/backends/parquet-wasm-backend.ts
index 09d8e09..92cf118 100644
--- a/src/backends/parquet-wasm-backend.ts
+++ b/src/backends/parquet-wasm-backend.ts
@@ -1,12 +1,11 @@
-import { AsyncRecordBatchStreamReader } from "apache-arrow";
+import { AsyncRecordBatchStreamReader } from 'apache-arrow';
+import { readFile } from "node:fs/promises";
+import { Readable } from 'node:stream';
 import { readParquet } from "parquet-wasm/node/arrow1";
-import { promises } from "fs";
-import { ArrowBackend } from "./arrow-backend";
+import { recordBatchTransform } from './record-batch-transform';
 
-export class ParquetWasmBackend extends ArrowBackend {
-  async readParquet(path: string) {
-    const data = new Uint8Array(await promises.readFile(path));
-    const stream = readParquet(data);
-    return AsyncRecordBatchStreamReader.from(stream.intoIPCStream());
-  }
+export async function parquetWasmBackend(path: string, signal?: AbortSignal): Promise<Readable> {
+  const data = new Uint8Array(await readFile(path));
+  const stream = readParquet(data);
+  return recordBatchTransform(AsyncRecordBatchStreamReader.from(stream.intoIPCStream()).toNodeStream(), signal);
 }
diff --git a/src/backends/parquets-backend.ts b/src/backends/parquets-backend.ts
index 4eac570..02fcff1 100644
--- a/src/backends/parquets-backend.ts
+++ b/src/backends/parquets-backend.ts
@@ -1,18 +1,14 @@
-import { CancellationToken } from 'vscode';
 import { ParquetReader } from '@dvirtz/parquets';
-import { ParquetBackend } from './parquet-backend';
+import { Readable } from 'node:stream';
 
-export class ParquetsBackend extends ParquetBackend {
-  public async * generateRowsImpl(parquetPath: string, _token?: CancellationToken): AsyncGenerator<object> {
-    const reader = await ParquetReader.openFile(parquetPath);
-    const cursor = reader.getCursor();
+async function* parquetsGenerator(path: string) {
+  const reader = await ParquetReader.openFile(path);
+  const cursor = reader.getCursor();
+  yield* cursor;
 
-    // read all records from the file and print them
-    let record = null;
-    while ((record = await cursor.next())) {
-      yield record;
-    }
+  await reader.close();
+}
 
-    await reader.close();
-  }
+export async function parquetsBackend(path: string, signal?: AbortSignal): Promise<Readable> {
+  return Readable.from(parquetsGenerator(path), { objectMode: true, signal: signal });
 }
diff --git a/src/backends/record-batch-transform.ts b/src/backends/record-batch-transform.ts
new file mode 100644
index 0000000..281c341
--- /dev/null
+++ b/src/backends/record-batch-transform.ts
@@ -0,0 +1,18 @@
+import { RecordBatch } from 'apache-arrow';
+import { Readable, Transform, TransformCallback, addAbortSignal } from 'node:stream';
+
+export async function recordBatchTransform(reader: Readable, signal?: AbortSignal) {
+  const transform = new Transform({
+    objectMode: true, transform: function (chunk: RecordBatch, _encoding: string, callback: TransformCallback) {
+      for (const row of chunk) {
+        this.push(row);
+      }
+      callback();
+    }
+  });
+  const composed = reader.compose(transform);
+  if (signal) {
+    addAbortSignal(signal, composed);
+  }
+  return composed;
+}
diff --git a/src/formatters/csv-formatter.ts b/src/formatters/csv-formatter.ts
index ea57530..dbecfbb 100644
--- a/src/formatters/csv-formatter.ts
+++ b/src/formatters/csv-formatter.ts
@@ -1,27 +1,31 @@
+import { Transform } from 'node:stream';
+import { TransformCallback } from 'stream';
 import { csvSeparator } from '../settings';
-import { Formatter } from "./formatter";
 
-export class CsvFormatter implements Formatter {
-  async* format(lines: AsyncGenerator<object>): AsyncGenerator<string> {
-    const first = await lines.next();
-    if (first.value) {
-      yield this.generateHeader(first.value);
-      yield this.generateRow(first.value);
-    }
-    for await (const line of lines) {
-      yield this.generateRow(line);
-    }
+export class CsvFormatter extends Transform {
+  private first = true;
+  private separator = csvSeparator();
+
+  constructor() {
+    super({
+      objectMode: true
+    });
   }
 
-  format_error(message: string): string {
-    return message;
+  _transform(chunk: object, _encoding: BufferEncoding, callback: TransformCallback): void {
+    if (this.first) {
+      this.first = false;
+      this.push(this.generateHeader(chunk));
+    }
+    this.push(this.generateRow(chunk));
+    callback();
   }
 
   private generateHeader(line: object) {
-    return Object.keys(line).join(csvSeparator());
+    return Object.keys(line).join(this.separator);
   }
 
   private generateRow(line: object) {
-    return Object.values(line).join(csvSeparator());
+    return Object.values(line).join(this.separator);
   }
 }
diff --git a/src/formatters/formatter-factory.ts b/src/formatters/formatter-factory.ts
index 02cc1cf..4f95363 100644
--- a/src/formatters/formatter-factory.ts
+++ b/src/formatters/formatter-factory.ts
@@ -1,9 +1,9 @@
+import { Transform } from 'node:stream';
 import { format } from "../settings";
 import { CsvFormatter } from "./csv-formatter";
-import { Formatter } from "./formatter";
 import { JsonFormatter } from "./json-formatter";
 
-export function createFormatter(): Formatter {
+export function createFormatter(): Transform {
   switch (format()) {
     case 'json':
       return new JsonFormatter;
diff --git a/src/formatters/formatter.ts b/src/formatters/formatter.ts
deleted file mode 100644
index 10b5464..0000000
--- a/src/formatters/formatter.ts
+++ /dev/null
@@ -1,6 +0,0 @@
-export abstract class Formatter
-{
-  abstract format(lines: AsyncGenerator<object>): AsyncGenerator<string>;
-
-  abstract format_error(message: string): string;
-}
diff --git a/src/formatters/json-formatter.ts b/src/formatters/json-formatter.ts
index 904d3d1..a39d075 100644
--- a/src/formatters/json-formatter.ts
+++ b/src/formatters/json-formatter.ts
@@ -1,47 +1,39 @@
-import { Formatter } from "./formatter";
-import { jsonSpace, jsonAsArray } from '../settings';
+import { Transform, TransformCallback } from 'node:stream';
+import { jsonAsArray, jsonSpace } from '../settings';
 
-export class JsonFormatter extends Formatter {
-  async* format(lines: AsyncGenerator<object>): AsyncGenerator<string> {
-    if (jsonAsArray()) {
-      yield* this.arrayLines(lines);
-    } else {
-      yield* this.generateRows(lines);
-    }
-  }
+export class JsonFormatter extends Transform {
+  private asArray = jsonAsArray();
+  private last: string | undefined;
 
-  private async *arrayLines(lines: AsyncGenerator<object>) {
-    yield `[`;
-    const rows = this.generateRows(lines);
-    let current = await rows.next();
-    if (!current.done) {
-      let next = await rows.next();
-      while (!next.done) {
-        if (next.value) {
-          yield `${current.value},`;
-        }
-        current = next;
-        next = await rows.next();
-      }
-    }
-    if (current.value) {
-      yield current.value;
+  constructor() {
+    super({
+      objectMode: true
+    });
+    if (this.asArray) {
+      this.push('[');
     }
-    yield `]`;
   }
 
-  format_error(message: string): string {
-    return JSON.stringify({ error: message });
+  _transform(chunk: object, _encoding: BufferEncoding, callback: TransformCallback): void {
+    if (this.last) {
+      this.push(`${this.last}${this.asArray ? ',' : ''}`);
+    }
+    this.last = JSON.stringify(chunk, (key, value) => {
+      return typeof value === 'bigint'
+        ? this.bigIntToJson(value)
+        : value; // return everything else unchanged
+    }, jsonSpace());
+    callback();
   }
 
-  private async* generateRows(lines: AsyncGenerator<object>) {
-    for await (const line of lines) {
-      yield JSON.stringify(line, (key, value) => {
-        return typeof value === 'bigint'
-          ? this.bigIntToJson(value)
-          : value; // return everything else unchanged
-      }, jsonSpace());
+  _flush(callback: TransformCallback): void {
+    if (this.last) {
+      this.push(this.last);
+    }
+    if (this.asArray) {
+      this.push(']');
     }
+    callback();
   }
 
   private bigIntToJson(value: bigint) {
diff --git a/src/parquet-document.ts b/src/parquet-document.ts
index 79bfb14..218d839 100644
--- a/src/parquet-document.ts
+++ b/src/parquet-document.ts
@@ -1,11 +1,11 @@
+import assert from 'assert';
+import * as os from 'os';
 import * as path from 'path';
 import * as vscode from 'vscode';
-import * as os from 'os';
-import { getLogger } from './logger';
 import { createParquetBackend } from './backends/parquet-backend-factory';
-import { backend, affectsDocument } from './settings';
 import { createFormatter } from './formatters/formatter-factory';
-import assert from 'assert';
+import { getLogger } from './logger';
+import { affectsDocument, backend } from './settings';
 
 export default class ParquetDocument implements vscode.Disposable {
   private readonly _uri: vscode.Uri;
@@ -14,8 +14,6 @@ export default class ParquetDocument implements vscode.Disposable {
   private _lines: string[] = [];
   private readonly _disposable: vscode.Disposable;
   private readonly _parquetPath: string;
-  private readonly _backend = createParquetBackend(backend());
-  private readonly _formatter = createFormatter();
   private _dirty = true;
 
 
@@ -64,7 +62,7 @@ export default class ParquetDocument implements vscode.Disposable {
       const message = `while reading ${this._parquetPath}: ${error}`;
       getLogger().error(message);
       void vscode.window.showErrorMessage(message);
-      this._lines.push(this._formatter.format_error(message));
+      this._lines.push(message);
     }
   }
 
@@ -83,7 +81,8 @@ export default class ParquetDocument implements vscode.Disposable {
       cancellable: true
     },
       async (progress, token) => {
-        for await (const line of this._formatter.format(this._backend.generateRows(this._parquetPath, token))) {
+        // consume the generator to get the lines
+        for await (const line of (await createParquetBackend(backend(), this._parquetPath, token)).compose(createFormatter())) {
           const lineByteLength = encoder.encode(`${line}${os.EOL}`).byteLength;
           totalByteLength += lineByteLength;
           if (totalByteLength >= FILE_SIZE_MB_LIMIT * 1024 * 1024) {
diff --git a/test/integration/logger.test.ts b/test/integration/logger.test.ts
index 101ee3a..a33d0d0 100644
--- a/test/integration/logger.test.ts
+++ b/test/integration/logger.test.ts
@@ -1,14 +1,13 @@
-import { test } from 'node:test';
-import { strict as assert } from 'node:assert';
-import { logLevel, logFolder, setLogFolder, setLogLevel } from '../../src/settings';
-import { getUri } from './utils';
 import { promises } from 'fs';
-import path = require('path');
-import toArray from '@async-generators/to-array';
-import { ParquetsBackend } from '../../src/backends/parquets-backend';
+import { strict as assert } from 'node:assert';
+import { test } from 'node:test';
+import * as tempy from 'tempy';
 import * as vscode from 'vscode';
+import { createParquetBackend } from '../../src/backends/parquet-backend-factory';
 import { initLogger } from '../../src/logger';
-import * as tempy from 'tempy';
+import { logFolder, logLevel, setLogFolder, setLogLevel } from '../../src/settings';
+import { getUri } from './utils';
+import path = require('path');
 
 export async function runTest() {
   await test('Logger tests', async (context) => {
@@ -33,11 +32,15 @@ export async function runTest() {
       assert.equal(logFolder(), folder);
 
       const parquet = await getUri('small.parquet');
-      const contents = await toArray(new ParquetsBackend().generateRows(parquet.fsPath));
+      const contents = await (await createParquetBackend('parquets', parquet.fsPath)).toArray();
       const logContents = await promises.readFile(logPath, 'utf-8');
 
       assert.equal(contents.length, 2);
-      assert.match(logContents, /\{\s+"label": "parquet-viewer",\s+"level": "info",\s+"message": "opening .*small.parquet",\s+"time": "\S+"\s+\}/);
+      const log = JSON.parse(logContents);
+      assert.equal(log.label, 'parquet-viewer');
+      assert.equal(log.level, 'info');
+      assert.match(log.message, /opening .*small.parquet using .* backend/);
+      assert.match(log.time, new RegExp(new Date().toISOString().split('T')[0]));
     });
   });
 }
diff --git a/test/integration/parquet-editor-provider.test.ts b/test/integration/parquet-editor-provider.test.ts
index 49c7521..efec708 100644
--- a/test/integration/parquet-editor-provider.test.ts
+++ b/test/integration/parquet-editor-provider.test.ts
@@ -1,16 +1,17 @@
 console.log(`node ${process.execPath} ${process.execArgv}`);
-import { test, Mock } from 'node:test';
 import { strict as assert } from 'node:assert';
+import { Mock, test } from 'node:test';
 import os from 'os';
 import * as path from 'path';
 import * as vscode from 'vscode';
+import { name } from '../../package.json';
 import { BackendName } from '../../src/backends/backend-name';
+import { FormatterName } from '../../src/formatters/formatter-name';
 import { initLogger } from '../../src/logger';
 import { ParquetTextDocumentContentProvider } from "../../src/parquet-document-provider";
 import { ParquetEditorProvider } from "../../src/parquet-editor-provider";
 import * as settings from '../../src/settings';
 import { getUri, readFile } from "./utils";
-import { name } from '../../package.json';
 
 function checkMockCalled(mock: Mock<(...args: never[]) => unknown>, msg: string) {
   assert(mock.mock.callCount() > 0, msg);
@@ -22,9 +23,9 @@ export async function runTest() {
     const workspace = vscode.workspace;
     const fs = workspace.fs;
     const editorProvider = new ParquetEditorProvider;
-    let testFile: vscode.Uri | undefined;
     type TestContext = typeof context;
     const DEFAULT_BACKEND = 'parquets';
+    const DEFAULT_FORMAT = 'json';
 
     context.beforeEach(async () => {
       await vscode.commands.executeCommand('workbench.action.closeAllEditors');
@@ -32,16 +33,15 @@ export async function runTest() {
       disposables.push(
         workspace.registerTextDocumentContentProvider('parquet', new ParquetTextDocumentContentProvider)
       );
+      context.mock.method(settings, 'backend', () => DEFAULT_BACKEND);
+      context.mock.method(settings, 'format', () => DEFAULT_FORMAT);
+      context.mock.method(settings, 'jsonAsArray', () => false);
     });
 
     context.afterEach(async () => {
       while (disposables.length) {
         disposables.pop()?.dispose();
       }
-      if (testFile) {
-        await workspace.fs.delete(testFile);
-        testFile = undefined;
-      }
     });
 
     function workspaceRoot() {
@@ -52,6 +52,7 @@ export async function runTest() {
     async function copyTo(name: string, source: vscode.Uri) {
       const uri = vscode.Uri.file(path.join(workspaceRoot(), name));
       await fs.copy(source, uri, { overwrite: true });
+      disposables.push(new vscode.Disposable(() => workspace.fs.delete(uri)));
       return uri;
     }
 
@@ -98,25 +99,28 @@ export async function runTest() {
     }
 
     const tests = (() => {
-      const tests: [string, BackendName][] = [
-        ['small', 'parquets'],
-        ['small', 'arrow'],
-        ['large', 'parquets'],
-        ['version_2', 'arrow'],
-        ['version_2', 'parquet-wasm'],
+      const tests: [string, BackendName, FormatterName][] = [
+        ['small', 'parquets', 'json'],
+        ['small', 'arrow', 'csv'],
+        ['large', 'parquets', 'json'],
+        ['version_2', 'arrow', 'csv'],
+        ['version_2', 'parquet-wasm', 'json'],
       ];
       if (os.type() != 'Darwin' || os.arch() == 'x64') {
-        return tests.concat([['small', 'parquet-tools']]);
+        return tests.concat([['small', 'parquet-tools', 'csv']]);
       }
       return tests;
     })();
 
-    for (const [name, backend] of tests) {
-      await context.test(`shows ${name} using ${backend}`, async function (context) {
-        const parquet = await getUri(`${name}.parquet`);
-        testFile = await copyTo(`${name}-${backend}.parquet`, parquet);
+    for (const [name, backend, format] of tests) {
+      await context.test(`shows ${name} using ${backend} formatted as ${format}`, async function (context) {
         context.mock.method(settings, 'backend', () => backend);
-        const onDocumentOpened = registerDocumentOpenedListener(testFile, await readFile(`${name}.json`), context);
+        context.mock.method(settings, 'format', () => format);
+
+        const parquet = await getUri(`${name}.parquet`);
+        const testFile = await copyTo(`${name}-${backend}.parquet`, parquet);
+        const expected = await readFile(`${name}.${format == 'csv' ? 'csv' : 'json'}`);
+        const onDocumentOpened = registerDocumentOpenedListener(testFile, expected, context);
         await openDocument(testFile);
         checkMockCalled(await onDocumentOpened, 'onDidOpenTextDocument not called')
       });
@@ -124,10 +128,8 @@ export async function runTest() {
 
 
     await context.test('updated on file change', async function (context) {
-      context.mock.method(settings, 'backend', () => DEFAULT_BACKEND);
-
       const small = await getUri('small.parquet');
-      testFile = await copyTo('temp.parquet', small);
+      const testFile = await copyTo('temp.parquet', small);
 
       const smallOpened = registerDocumentOpenedListener(testFile, await readFile('small.json'), context);
       await openDocument(testFile);
@@ -143,9 +145,8 @@ export async function runTest() {
 
     await context.test('handles error', async function (context) {
       const parquet = await getUri(`version_2.parquet`);
-      testFile = await copyTo(`version_2-parquets.parquet`, parquet);
-      context.mock.method(settings, 'backend', () => DEFAULT_BACKEND);
-      const onDocumentOpened = registerDocumentOpenedListener(testFile, new RegExp(`{\\"error\\":\\"while reading ${testFile.fsPath.replace(/\\/g, '\\\\\\\\')}: .*\\"}`), context);
+      const testFile = await copyTo(`version_2-parquets.parquet`, parquet);
+      const onDocumentOpened = registerDocumentOpenedListener(testFile, new RegExp(`while reading ${testFile.fsPath.replace(/\\/g, '\\\\')}: .*`), context);
       await openDocument(testFile);
       checkMockCalled(await onDocumentOpened, 'onDidOpenTextDocument not called');
     });
@@ -153,7 +154,6 @@ export async function runTest() {
     await context.test('updates when settings change', async function (context) {
       type ConfigurationListener = (e: vscode.ConfigurationChangeEvent) => unknown
       let listener: ConfigurationListener = (e: vscode.ConfigurationChangeEvent) => { e };
-      context.mock.method(settings, 'backend', () => DEFAULT_BACKEND);
       const onDidChangeConfiguration = context.mock.method(vscode.workspace, 'onDidChangeConfiguration', (l: ConfigurationListener) => {
         listener = l;
         return { dispose: () => undefined };
diff --git a/test/integration/runTests.ts b/test/integration/runTests.ts
index 5a0cda7..b4c5eec 100644
--- a/test/integration/runTests.ts
+++ b/test/integration/runTests.ts
@@ -12,7 +12,7 @@ export async function run(): Promise<void> {
       const { spec } = await import('node:test/reporters');
       const { finished } = await import('stream/promises')
       await finished(runNodeTests({
-        files: await glob(pattern, { cwd: __dirname }),
+        files: await glob(pattern, { cwd: __dirname, absolute: true }),
         concurrency: false,
         inspectPort: process.debugPort,
       })
diff --git a/test/integration/utils.ts b/test/integration/utils.ts
index 0fef0b6..adcd3f0 100644
--- a/test/integration/utils.ts
+++ b/test/integration/utils.ts
@@ -4,7 +4,7 @@ import * as meta from '../../package.json';
 
 export async function getUri(fileName: string): Promise<Uri> {
   const testFiles = await workspace.findFiles(`**/${fileName}`);
-  assert.equal(testFiles.length, 1);
+  assert.equal(testFiles.length, 1, `Expected to find exactly one file named ${fileName}`);
   return testFiles[0];
 }
 
diff --git a/test/unit/backend.test.ts b/test/unit/backend.test.ts
index 70ebc4c..95e80a5 100644
--- a/test/unit/backend.test.ts
+++ b/test/unit/backend.test.ts
@@ -1,46 +1,61 @@
-import toArray from '@async-generators/to-array';
-import { test } from 'node:test';
+/* eslint-disable @typescript-eslint/no-floating-promises */
 import { strict as assert } from 'node:assert';
+import { describe, mock, test } from 'node:test';
 import os from 'os';
+import { CancellationToken } from 'vscode';
 import { BackendNames } from '../../src/backends/backend-name';
 import { createParquetBackend } from '../../src/backends/parquet-backend-factory';
 import * as workspace from './workspace';
 
-// parquet-tools doesn't work on Apple M1
-for (const backendName of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
-  void test(`${backendName} backend tests`, async (context) => {
-    const backend = createParquetBackend(backendName);
+class CancellationTokenMock implements CancellationToken {
+  isCancellationRequested = false;
+  callback?: (_: unknown) => undefined;
+  onCancellationRequested = mock.fn((callback: (_: unknown) => undefined) => {
+    if (this.callback) {
+      const existingCallback = this.callback;
+      this.callback = (arg: unknown) => {
+        existingCallback(arg);
+        return callback(arg);
+      };
+    } else {
+      this.callback = callback;
+    }
+    return { dispose: () => undefined };
+  });
+  cancel = () => {
+    this.isCancellationRequested = true;
+    if (this.callback) this.callback(undefined);
+  }
+}
 
-    await context.test("Error on not existing file", async () => {
-      const error = (() => {
-        switch (backendName) {
+// parquet-tools doesn't work on Apple M1
+for (const backend of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
+  describe(`${backend} backend tests`, async () => {
+    test("error on none existing file", async () => {
+      const expected = (() => {
+        switch (backend) {
           case 'arrow':
             return /Failed to open no-such-file: Failed to open local file 'no-such-file'/;
           case 'parquets':
             return /ENOENT: no such file or directory, stat '.*no-such-file'/;
           case 'parquet-tools':
-            return /parquet-tools exited with code 1\n.*java.io.FileNotFoundException: File no-such-file does not exist/s;
+            return /parquet-tools exited with code 1\n.*java.io.FileNotFoundException: File no-such-file does not exist/;
           case 'parquet-wasm':
             return /ENOENT: no such file or directory, open '.*no-such-file'/;
         }
       })();
-      await assert.rejects(toArray(backend.generateRows("no-such-file")), error);
+      await assert.rejects(async () => (await createParquetBackend(backend, "no-such-file")).toArray(), expected);
     });
 
-    await context.test("supports cancellation", async (context) => {
-      const token = {
-        get isCancellationRequested() {
-          return this.isCancellationRequestedMock();
-        },
-        isCancellationRequestedMock: (() => {
-          const fn = context.mock.fn(() => true);
-          fn.mock.mockImplementationOnce(() => false);
-          return fn;
-        })(),
-        onCancellationRequested: context.mock.fn(_ => ({dispose: () => undefined}))
-      };
-      assert.equal((await toArray(backend.generateRows(workspace.parquet('small'), token))).length, 1);
-      assert.equal(token.isCancellationRequestedMock.mock.callCount(), 2);
+    test("supports cancellation", async () => {
+      const token = new CancellationTokenMock();
+      const rows = (await createParquetBackend(backend, workspace.parquet('small'), token)).iterator();
+      const first = await rows.next();
+      assert.ok(first.done === false);
+      assert.notEqual(first.value, "");
+      assert.ok(token.onCancellationRequested.mock.callCount() >= 1);
+      token.cancel();
+      await assert.rejects(rows.next(), /AbortError: The operation was aborted/);
     });
   });
 }
diff --git a/test/unit/csv.test.ts b/test/unit/csv.test.ts
index 9ebc88e..83fe25c 100644
--- a/test/unit/csv.test.ts
+++ b/test/unit/csv.test.ts
@@ -1,35 +1,35 @@
+/* eslint-disable @typescript-eslint/no-floating-promises */
 import assert from 'node:assert';
 import { createReadStream } from 'node:fs';
 import os from 'node:os';
 import { createInterface } from 'node:readline/promises';
-import { test } from "node:test";
+import { describe, test } from "node:test";
 
-import { BackendNames } from "../../src/backends/backend-name";
+import { BackendName, BackendNames } from "../../src/backends/backend-name";
 import { createParquetBackend } from '../../src/backends/parquet-backend-factory';
 import { CsvFormatter } from "../../src/formatters/csv-formatter";
 
+import { csvSeparatorMock } from './mocks/vscode';
 import * as workspace from './workspace';
 import { zip } from './zip';
-import { csvSeparatorMock } from './mocks/vscode';
-
-
-const formatter = new CsvFormatter();
 
+describe("CSV tests", () => {
+  async function formattedParquet(backend: BackendName, filename: string) {
+    return (await createParquetBackend(backend, workspace.parquet(filename))).compose(new CsvFormatter());
+  }
 
-void test("CSV tests", async (context) => {
-  for (const backendName of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
-    await context.test(`${backendName} backend`, async (context) => {
-      const backend = createParquetBackend(backendName);
+  for (const backend of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
+    test(`${backend} backend`, async (context) => {
 
       const testFiles = {
         'parquet-tools': [
-            ['small', 'small'],
-            ['large', 'large'],
-            ['version_2', 'version_2']
+          ['small', 'small'],
+          ['large', 'large'],
+          ['version_2', 'version_2']
         ],
         'parquets': [
-            ['small', 'small'],
-            ['large', 'large'],
+          ['small', 'small'],
+          ['large', 'large'],
         ],
         'arrow': [
           ['small', 'small'],
@@ -42,19 +42,19 @@ void test("CSV tests", async (context) => {
           ['polars', 'polars'],
         ],
         'parquet-wasm': [
-            ['small', 'small'],
-            ['large', 'large.arrow'],
-            ['version_2', 'version_2'],
-            ['zstd', 'small'],
-            ['gzip', 'small'],
-            ['brotli', 'small'],
-            ['polars', 'polars'],
+          ['small', 'small'],
+          ['large', 'large.arrow'],
+          ['version_2', 'version_2'],
+          ['zstd', 'small'],
+          ['gzip', 'small'],
+          ['brotli', 'small'],
+          ['polars', 'polars'],
         ]
       };
 
-      for (const [input, expectedFile] of testFiles[backendName]) {
+      for (const [input, expectedFile] of testFiles[backend]) {
         await context.test(`Converts ${input} parquet to CSV`, async () => {
-          for await (const [actual, expected] of zip(formatter.format(backend.generateRows(workspace.parquet(input))),
+          for await (const [actual, expected] of zip(await formattedParquet(backend, input),
             createInterface({ input: createReadStream(workspace.csv(expectedFile)) }))) {
             assert.equal(actual, expected);
           }
@@ -62,17 +62,15 @@ void test("CSV tests", async (context) => {
       }
     });
 
-    const backend = createParquetBackend('arrow');
-
     for (const separator of ['\t', ';']) {
-      await context.test(`CSV separator ${separator}`, async (context) => {
+      test(`CSV separator ${separator}`, async (context) => {
         context.after(() => {
           csvSeparatorMock.mock.restore();
         });
 
         csvSeparatorMock.mock.mockImplementation(() => separator);
 
-        for await (const [actual, expected] of zip(formatter.format(backend.generateRows(workspace.parquet('small'))),
+        for await (const [actual, expected] of zip(await formattedParquet('arrow', 'small'),
           createInterface({ input: createReadStream(workspace.csv('small')) }))) {
           assert.equal(actual, (expected as string).replaceAll(', ', separator));
         }
diff --git a/test/unit/json.test.ts b/test/unit/json.test.ts
index ce7f9e7..51d4a03 100644
--- a/test/unit/json.test.ts
+++ b/test/unit/json.test.ts
@@ -1,23 +1,23 @@
-import toArray from '@async-generators/to-array';
-import { test } from 'node:test';
-import { strict as assert } from 'node:assert';
+/* eslint-disable @typescript-eslint/no-floating-promises */
 import { createReadStream } from 'fs';
+import { strict as assert } from 'node:assert';
+import { describe, test } from 'node:test';
 import os from 'os';
 import { createInterface } from 'readline';
-import { BackendNames } from '../../src/backends/backend-name';
+import { BackendName, BackendNames } from '../../src/backends/backend-name';
 import { createParquetBackend } from '../../src/backends/parquet-backend-factory';
-import * as workspace from './workspace';
 import { JsonFormatter } from '../../src/formatters/json-formatter';
 import { jsonAsArrayMock, jsonSpaceMock } from './mocks/vscode';
+import * as workspace from './workspace';
 import { zip } from './zip';
 
-const formatter = new JsonFormatter();
-
+describe("JSON tests", async () => {
+  async function formattedParquet(backend: BackendName, filename: string) {
+    return (await createParquetBackend(backend, workspace.parquet(filename))).compose(new JsonFormatter());
+  }
 
-void test("JSON tests", async (context) => {
-  for (const backendName of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
-    await context.test(`${backendName} backend`, async (context) => {
-      const backend = createParquetBackend(backendName);
+  for (const backend of BackendNames.filter(backend => os.type() != 'Darwin' || os.arch() == 'x64' || backend != 'parquet-tools')) {
+    test(`${backend} backend`, async (context) => {
 
       const testFiles = {
         'parquet-tools': [
@@ -50,9 +50,9 @@ void test("JSON tests", async (context) => {
         ]
       };
 
-      for (const [input, expectedFile] of testFiles[backendName]) {
+      for (const [input, expectedFile] of testFiles[backend]) {
         await context.test(`Converts ${input} parquet to JSON`, async () => {
-          for await (const [actual, expected] of zip(formatter.format(backend.generateRows(workspace.parquet(input))),
+          for await (const [actual, expected] of zip(await formattedParquet(backend, input),
             createInterface({ input: createReadStream(workspace.json(expectedFile)) }))) {
             assert.equal(actual, expected);
           }
@@ -61,13 +61,11 @@ void test("JSON tests", async (context) => {
     });
   }
 
-  const backend = createParquetBackend('arrow');
-
   for (const space of [0, 2, 10, '\t', '###']) {
-    await context.test(`JSON space ${space}`, async () => {
+    test(`JSON space ${space}`, async () => {
       jsonSpaceMock.mock.mockImplementation(() => space);
 
-      for await (const [actual, expected] of zip(formatter.format(backend.generateRows(workspace.parquet('small'))),
+      for await (const [actual, expected] of zip(await formattedParquet('arrow', 'small'),
         createInterface({ input: createReadStream(workspace.json('small')) }))) {
         assert.equal(actual, JSON.stringify(JSON.parse(expected), null, space));
       }
@@ -77,12 +75,19 @@ void test("JSON tests", async (context) => {
     });
   }
 
-  await context.test('jsonAsArray', async () => {
+  test('jsonAsArray', async () => {
     jsonAsArrayMock.mock.mockImplementation(() => true);
 
-    const json = await toArray(formatter.format(backend.generateRows(workspace.parquet('large'))));
-    const records = await toArray(createInterface({ input: createReadStream(workspace.json('large.arrow')) }));
-    assert.equal(json.join(''), JSON.stringify(records.map(str => JSON.parse(str))));
+    async function* asArray() {
+      const json = JSON.parse((await (await formattedParquet('arrow', 'large')).toArray()).join(''));
+      assert(json instanceof Array);
+      yield* json;
+    }
+
+    for await (const [actual, expected] of zip(asArray(),
+      createInterface({ input: createReadStream(workspace.json("large.arrow")) }))) {
+      assert.equal(JSON.stringify(actual), expected);
+    }
 
     jsonAsArrayMock.mock.resetCalls();
     jsonAsArrayMock.mock.restore();
diff --git a/test/unit/mocks/vscode.ts b/test/unit/mocks/vscode.ts
index 56a0f2a..7290bce 100644
--- a/test/unit/mocks/vscode.ts
+++ b/test/unit/mocks/vscode.ts
@@ -1,10 +1,10 @@
+import { mock, Mock } from 'node:test';
 import * as path from 'path';
 import { root as workspacePath } from '../workspace';
-import { mock, Mock } from 'node:test';
 
 export const jsonSpaceMock: Mock<() => unknown> = mock.fn();
 export const jsonAsArrayMock: Mock<() => unknown> = mock.fn();
-export const csvSeparatorMock = mock.fn();
+export const csvSeparatorMock: Mock<() => unknown> = mock.fn();
 
 export const workspace = {
   getConfiguration: () => ({
diff --git a/test/unit/parquet-tools-backend.test.ts b/test/unit/parquet-tools-backend.test.ts
deleted file mode 100644
index e28ee13..0000000
--- a/test/unit/parquet-tools-backend.test.ts
+++ /dev/null
@@ -1,10 +0,0 @@
-import { test } from 'node:test';
-import { strict as assert } from 'node:assert';
-import { ParquetToolsBackend } from "../../src/backends/parquet-tools-backend";
-
-void test("ParquetToolsBackend tests", async (context) => {
-  await context.test("-h works", async () => {
-    const stdout = (await ParquetToolsBackend.spawnParquetTools(['-h']).next()).value as string;
-    assert.match(stdout, /parquet-tools cat:/);
-  });
-});
diff --git a/test/unit/parquets.test.ts b/test/unit/parquets.test.ts
index cbc515f..c6f4d23 100644
--- a/test/unit/parquets.test.ts
+++ b/test/unit/parquets.test.ts
@@ -1,13 +1,10 @@
-import toArray from '@async-generators/to-array';
-import { test } from 'node:test';
 import { strict as assert } from 'node:assert';
-import { ParquetsBackend } from "../../src/backends/parquets-backend";
+import { test } from 'node:test';
+import { parquetsBackend } from "../../src/backends/parquets-backend";
 import * as workspace from './workspace';
 
 void test("ParquetsBackend tests", async (context) => {
-  const backend = new ParquetsBackend();
-
   await context.test("throws on invalid parquet version", async () => {
-    await assert.rejects(toArray(backend.generateRows(workspace.parquet('version_2'))), /invalid parquet version/);
+    await assert.rejects((await parquetsBackend(workspace.parquet('version_2'))).toArray(), /invalid parquet version/);
   });
 });
diff --git a/test/unit/zip.ts b/test/unit/zip.ts
index 0e023ad..354642e 100644
--- a/test/unit/zip.ts
+++ b/test/unit/zip.ts
@@ -3,7 +3,7 @@ export async function* zip<T extends AsyncIterable<unknown>[]>(...iterables: T)
   const iterators = iterables.map(i => i[Symbol.asyncIterator]())
   while (true) {
     const results = await Promise.all(iterators.map(async iter => await iter.next()));
-    if (results.some(res => res.done)) break;
+    if (results.every(res => res.done)) break;
     yield results.map(res => res.value);
   }
 }