langchain : text_splitters Added PowerShell (#24582)

- **Description:** Added PowerShell support for text splitters language
include docs relevant update
  - **Issue:** None
  - **Dependencies:** None

---------

Co-authored-by: tzitman <tamir.zitman@intel.com>
Co-authored-by: Chester Curme <chester.curme@gmail.com>

docs/docs/how_to/code_splitter.ipynb

@@ -54,7 +54,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9e4144de-d925-4d4c-91c3-685ef8baa57c",
+   "id": "2bb9c73f-9d00-4a19-a81f-cab2f0fd921a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -63,7 +63,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 4,
    "id": "a9e37aa1",
    "metadata": {},
    "outputs": [],
@@ -718,8 +718,44 @@
     "php_splitter = RecursiveCharacterTextSplitter.from_language(\n",
     "    language=Language.PHP, chunk_size=50, chunk_overlap=0\n",
     ")\n",
-    "haskell_docs = php_splitter.create_documents([PHP_CODE])\n",
+    "php_docs = php_splitter.create_documents([PHP_CODE])\n",
-    "haskell_docs"
+    "php_docs"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e9fa62c1",
+   "metadata": {},
+   "source": [
+    "## PowerShell\n",
+    "Here's an example using the PowerShell text splitter:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7e6893ad",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "POWERSHELL_CODE = \"\"\"\n",
+    "$directoryPath = Get-Location\n",
+    "\n",
+    "$items = Get-ChildItem -Path $directoryPath\n",
+    "\n",
+    "$files = $items | Where-Object { -not $_.PSIsContainer }\n",
+    "\n",
+    "$sortedFiles = $files | Sort-Object LastWriteTime\n",
+    "\n",
+    "foreach ($file in $sortedFiles) {\n",
+    "    Write-Output (\"Name: \" + $file.Name + \" | Last Write Time: \" + $file.LastWriteTime)\n",
+    "}\n",
+    "\"\"\"\n",
+    "powershell_splitter = RecursiveCharacterTextSplitter.from_language(\n",
+    "    language=Language.POWERSHELL, chunk_size=100, chunk_overlap=0\n",
+    ")\n",
+    "powershell_docs = powershell_splitter.create_documents([POWERSHELL_CODE])\n",
+    "powershell_docs"
    ]
   }
  ],
@@ -739,7 +775,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.5"
+   "version": "3.10.4"
   }
  },
  "nbformat": 4,

libs/text-splitters/langchain_text_splitters/base.py

@@ -294,6 +294,7 @@ class Language(str, Enum):
     PERL = "perl"
     HASKELL = "haskell"
     ELIXIR = "elixir"
+    POWERSHELL = "powershell"
 
 
 @dataclass(frozen=True)

libs/text-splitters/langchain_text_splitters/character.py

@@ -659,6 +659,30 @@ class RecursiveCharacterTextSplitter(TextSplitter):
                 " ",
                 "",
             ]
+        elif language == Language.POWERSHELL:
+            return [
+                # Split along function definitions
+                "\nfunction ",
+                # Split along parameter declarations (escape parentheses)
+                "\nparam ",
+                # Split along control flow statements
+                "\nif ",
+                "\nforeach ",
+                "\nfor ",
+                "\nwhile ",
+                "\nswitch ",
+                # Split along class definitions (for PowerShell 5.0 and above)
+                "\nclass ",
+                # Split along try-catch-finally blocks
+                "\ntry ",
+                "\ncatch ",
+                "\nfinally ",
+                # Split by normal lines and empty spaces
+                "\n\n",
+                "\n",
+                " ",
+                "",
+            ]
         elif language in Language._value2member_map_:
             raise ValueError(f"Language {language} is not implemented yet!")
         else:

libs/text-splitters/tests/unit_tests/test_text_splitters.py

@@ -1974,3 +1974,56 @@ def test_split_json_many_calls() -> None:
 
     assert chunk0 == chunk0_output
     assert chunk1 == chunk1_output
+
+
+def test_powershell_code_splitter_short_code() -> None:
+    splitter = RecursiveCharacterTextSplitter.from_language(
+        Language.POWERSHELL, chunk_size=60, chunk_overlap=0
+    )
+    code = """
+# Check if a file exists
+$filePath = "C:\\temp\\file.txt"
+if (Test-Path $filePath) {
+    # File exists
+} else {
+    # File does not exist
+}
+    """
+
+    chunks = splitter.split_text(code)
+    assert chunks == [
+        '# Check if a file exists\n$filePath = "C:\\temp\\file.txt"',
+        "if (Test-Path $filePath) {\n    # File exists\n} else {",
+        "# File does not exist\n}",
+    ]
+
+
+def test_powershell_code_splitter_longer_code() -> None:
+    splitter = RecursiveCharacterTextSplitter.from_language(
+        Language.POWERSHELL, chunk_size=60, chunk_overlap=0
+    )
+    code = """
+# Get a list of all processes and export to CSV
+$processes = Get-Process
+$processes | Export-Csv -Path "C:\\temp\\processes.csv" -NoTypeInformation
+
+# Read the CSV file and display its content
+$csvContent = Import-Csv -Path "C:\\temp\\processes.csv"
+$csvContent | ForEach-Object {
+    $_.ProcessName
+}
+
+# End of script
+    """
+
+    chunks = splitter.split_text(code)
+    assert chunks == [
+        "# Get a list of all processes and export to CSV",
+        "$processes = Get-Process",
+        '$processes | Export-Csv -Path "C:\\temp\\processes.csv"',
+        "-NoTypeInformation",
+        "# Read the CSV file and display its content",
+        '$csvContent = Import-Csv -Path "C:\\temp\\processes.csv"',
+        "$csvContent | ForEach-Object {\n    $_.ProcessName\n}",
+        "# End of script",
+    ]