LuciferYang commented on code in PR #40:
URL: 
https://github.com/apache/spark-connect-swift/pull/40#discussion_r2026752332


##########
Tests/SparkConnectTests/CaseInsensitiveDictionaryTests.swift:
##########
@@ -0,0 +1,87 @@
+//
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//  http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+//
+
+import Foundation
+import Testing
+
+@testable import SparkConnect
+
+/// A test suite for `CaseInsensitiveDictionary`
+struct CaseInsensitiveDictionaryTests {
+  @Test
+  func empty() async throws {
+    let dict = CaseInsensitiveDictionary([:])
+    #expect(dict.count == 0)
+  }
+
+  @Test
+  func originalDictionary() async throws {
+    let dict = CaseInsensitiveDictionary([
+      "key1": "value1",
+      "KEY1": "VALUE1",
+    ])
+    #expect(dict.count == 1)
+    #expect(dict.originalDictionary.count == 2)
+  }
+
+  @Test
+  func toDictionary() async throws {
+    let dict = CaseInsensitiveDictionary([
+      "key1": "value1",
+      "KEY1": "VALUE1",
+    ])
+    #expect(dict.toDictionary().count == 2)
+  }
+
+  @Test
+  func `subscript`() async throws {
+    var dict = CaseInsensitiveDictionary([:])
+    #expect(dict.count == 0)
+
+    dict["KEY1"] = "value1"
+    #expect(dict.count == 1)
+    #expect(dict["key1"] as! String == "value1")
+    #expect(dict["KEY1"] as! String == "value1")
+    #expect(dict["KeY1"] as! String == "value1")
+
+    dict["key2"] = false
+    #expect(dict.count == 2)
+    #expect(dict["kEy2"] as! Bool == false)
+
+    dict["key3"] = 2025
+    #expect(dict.count == 3)
+    #expect(dict["key3"] as! Int == 2025)

Review Comment:
   Is the scenario where `dict["key3"] = nil` is supported as expected? I 
tested it, and the result seems to be correct.



##########
Sources/SparkConnect/CaseInsensitiveDictionary.swift:
##########
@@ -0,0 +1,61 @@
+//
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//  http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+//
+import Foundation
+
+/// A  dictionary in which keys are case insensitive. The input dictionary can 
be
+/// accessed for cases where case-sensitive information is required.
+public struct CaseInsensitiveDictionary: Sendable {
+  public var originalDictionary: [String: Sendable]
+  private var keyLowerCasedDictionary: [String: Sendable] = [:]
+
+  init(_ originalDictionary: [String: Sendable] = [:]) {
+    self.originalDictionary = originalDictionary
+    for (key, value) in originalDictionary {
+      keyLowerCasedDictionary[key.lowercased()] = value
+    }
+  }
+
+  subscript(key: String) -> Sendable? {
+    get {
+      return keyLowerCasedDictionary[key.lowercased()]
+    }
+    set {
+      var newMap = originalDictionary.filter { 
$0.key.caseInsensitiveCompare(key) != .orderedSame }
+      newMap[key] = newValue
+      self.originalDictionary = newMap
+      self.keyLowerCasedDictionary[key.lowercased()] = newValue
+    }
+  }
+
+  public func toDictionary() -> [String: Sendable] {
+    return originalDictionary
+  }
+
+  public func toStringDictionary() -> [String: String] {
+    var dict = [String: String]()

Review Comment:
   `return originalDictionary.mapValues { String(describing: $0) }`  appears to 
be more concise, but it might be slower than the current implementation?



##########
Sources/SparkConnect/CaseInsensitiveDictionary.swift:
##########
@@ -0,0 +1,61 @@
+//
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//  http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+//
+import Foundation
+
+/// A  dictionary in which keys are case insensitive. The input dictionary can 
be
+/// accessed for cases where case-sensitive information is required.
+public struct CaseInsensitiveDictionary: Sendable {
+  public var originalDictionary: [String: Sendable]
+  private var keyLowerCasedDictionary: [String: Sendable] = [:]
+
+  init(_ originalDictionary: [String: Sendable] = [:]) {
+    self.originalDictionary = originalDictionary
+    for (key, value) in originalDictionary {
+      keyLowerCasedDictionary[key.lowercased()] = value
+    }
+  }
+
+  subscript(key: String) -> Sendable? {
+    get {
+      return keyLowerCasedDictionary[key.lowercased()]
+    }
+    set {
+      var newMap = originalDictionary.filter { 
$0.key.caseInsensitiveCompare(key) != .orderedSame }

Review Comment:
   how about
   
   ```
       set {
         let lowerKey = key.lowercased()
         if let newValue = newValue {
           keyLowerCasedDictionary[lowerKey] = newValue
         } else {
           keyLowerCasedDictionary.removeValue(forKey: lowerKey)
         }
         originalDictionary = originalDictionary.filter { $0.key.lowercased() 
!= lowerKey }
         if let newValue = newValue {
           originalDictionary[key] = newValue
         }
       }
   ```



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