Update fine-tuning test recordings with ID sanitizers (#44334)

* Adding recording and decorator for finetuning

* removing extra

* updating assets json

* updating assets tag

* applying black

* adding cspell

* updating assets

* adding custom matcher for macos and ubuntu

* pushing changes

* adding recording

---------

Co-authored-by: Jayesh Tanna <[email protected]>

Author: jayesh-tanna

sdk/ai/azure-ai-projects/assets.json

@@ -2,5 +2,5 @@
   "AssetsRepo": "Azure/azure-sdk-assets",
   "AssetsRepoPrefixPath": "python",
   "TagPrefix": "python/ai/azure-ai-projects",
-  "Tag": "python/ai/azure-ai-projects_56eacfd554"
+  "Tag": "python/ai/azure-ai-projects_1d985f7ba5"
 }

sdk/ai/azure-ai-projects/cspell.json

@@ -1,31 +1,33 @@
 {
-    "ignoreWords": [
-        "agentic",
-        "aiproject",
-        "azureopenai",
-        "GLEU",
-        "aiservices",
-        "azureai",
-        "GENAI",
-        "UPIA",
-        "ansii",
-        "getconnectionwithcredentials",
-        "quantitive",
-        "balapvbyostoragecanary",
-        "fspath",
-        "aread",
-        "inpainting",
-        "CSDL",
-        "fstring",
-        "aiprojectclient",
-        "Tadmaq",
-        "Udbk",
-        "Ministral",
-        "cogsvc",
-        "evals",
-        "FineTuning",
-        "closefd"
-    ],
+  "ignoreWords": [
+    "agentic",
+    "aiproject",
+    "azureopenai",
+    "GLEU",
+    "aiservices",
+    "azureai",
+    "GENAI",
+    "UPIA",
+    "ansii",
+    "getconnectionwithcredentials",
+    "quantitive",
+    "balapvbyostoragecanary",
+    "fspath",
+    "aread",
+    "inpainting",
+    "CSDL",
+    "fstring",
+    "aiprojectclient",
+    "Tadmaq",
+    "Udbk",
+    "Ministral",
+    "cogsvc",
+    "evals",
+    "FineTuning",
+    "ftjob",
+    "ftchkpt",
+    "closefd"
+  ],
     "ignorePaths": [
         "*.csv",
         "*.json",

sdk/ai/azure-ai-projects/tests/conftest.py

@@ -108,6 +108,15 @@ def sanitize_url_paths():
 
     sanitize_url_paths()
 
+    # Sanitize fine-tuning job IDs in URLs and response bodies
+    add_general_regex_sanitizer(regex=r"ftjob-[a-f0-9]+", value="sanitized-ftjob-id")
+
+    # Sanitize file IDs in URLs and response bodies
+    add_general_regex_sanitizer(regex=r"file-[a-f0-9]+", value="sanitized-file-id")
+
+    # Sanitize checkpoint IDs in URLs and response bodies
+    add_general_regex_sanitizer(regex=r"ftchkpt-[a-f0-9]+", value="sanitized-checkpoint-id")
+
     # Sanitize API key from service response (this includes Application Insights connection string)
     add_body_key_sanitizer(json_path="credentials.key", value="sanitized-api-key")