Merge pull request #51 from SentienceAPI/improve_agent5

Save trace in snapshot

Author: SentienceDEV

sentience/models.py

@@ -2,7 +2,7 @@
 Pydantic models for Sentience SDK - matches spec/snapshot.schema.json
 """
 
-from typing import List, Literal, Optional, Union
+from typing import Literal
 
 from pydantic import BaseModel, Field
 
@@ -114,6 +114,8 @@ class SnapshotOptions(BaseModel):
     limit: int = Field(50, ge=1, le=500)
     filter: SnapshotFilter | None = None
     use_api: bool | None = None  # Force API vs extension
+    save_trace: bool = False  # Save raw_elements to JSON for benchmarking/training
+    trace_path: str | None = None  # Path to save trace (default: "trace_{timestamp}.json")
 
     class Config:
         arbitrary_types_allowed = True

sentience/snapshot.py

@@ -2,12 +2,38 @@
 Snapshot functionality - calls window.sentience.snapshot() or server-side API
 """
 
+import json
+import os
+import time
 from typing import Any
 
 import requests
 
 from .browser import SentienceBrowser
-from .models import Snapshot
+from .models import Snapshot, SnapshotOptions
+
+
+def _save_trace_to_file(raw_elements: list[dict[str, Any]], trace_path: str | None = None) -> None:
+    """
+    Save raw_elements to a JSON file for benchmarking/training
+
+    Args:
+        raw_elements: Raw elements data from snapshot
+        trace_path: Path to save trace file. If None, uses "trace_{timestamp}.json"
+    """
+    # Default filename if none provided
+    filename = trace_path or f"trace_{int(time.time())}.json"
+
+    # Ensure directory exists
+    directory = os.path.dirname(filename)
+    if directory:
+        os.makedirs(directory, exist_ok=True)
+
+    # Save the raw elements to JSON
+    with open(filename, "w") as f:
+        json.dump(raw_elements, f, indent=2)
+
+    print(f"[SDK] Trace saved to: {filename}")
 
 
 def snapshot(
@@ -16,6 +42,8 @@ def snapshot(
     limit: int | None = None,
     filter: dict[str, Any] | None = None,
     use_api: bool | None = None,
+    save_trace: bool = False,
+    trace_path: str | None = None,
 ) -> Snapshot:
     """
     Take a snapshot of the current page
@@ -27,26 +55,38 @@ def snapshot(
         filter: Filter options (min_area, allowed_roles, min_z_index)
         use_api: Force use of server-side API if True, local extension if False.
                  If None, uses API if api_key is set, otherwise uses local extension.
+        save_trace: Whether to save raw_elements to JSON for benchmarking/training
+        trace_path: Path to save trace file. If None, uses "trace_{timestamp}.json"
 
     Returns:
         Snapshot object
     """
+    # Build SnapshotOptions from individual parameters
+    options = SnapshotOptions(
+        screenshot=screenshot if screenshot is not None else False,
+        limit=limit if limit is not None else 50,
+        filter=filter,
+        use_api=use_api,
+        save_trace=save_trace,
+        trace_path=trace_path,
+    )
+
     # Determine if we should use server-side API
-    should_use_api = use_api if use_api is not None else (browser.api_key is not None)
+    should_use_api = (
+        options.use_api if options.use_api is not None else (browser.api_key is not None)
+    )
 
     if should_use_api and browser.api_key:
         # Use server-side API (Pro/Enterprise tier)
-        return _snapshot_via_api(browser, screenshot, limit, filter)
+        return _snapshot_via_api(browser, options)
     else:
         # Use local extension (Free tier)
-        return _snapshot_via_extension(browser, screenshot, limit, filter)
+        return _snapshot_via_extension(browser, options)
 
 
 def _snapshot_via_extension(
     browser: SentienceBrowser,
-    screenshot: bool | None,
-    limit: int | None,
-    filter: dict[str, Any] | None,
+    options: SnapshotOptions,
 ) -> Snapshot:
     """Take snapshot using local extension (Free tier)"""
     if not browser.page:
@@ -77,14 +117,16 @@ def _snapshot_via_extension(
             f"Is the extension loaded? Diagnostics: {diag}"
         ) from e
 
-    # Build options
-    options: dict[str, Any] = {}
-    if screenshot is not None:
-        options["screenshot"] = screenshot
-    if limit is not None:
-        options["limit"] = limit
-    if filter is not None:
-        options["filter"] = filter
+    # Build options dict for extension API (exclude save_trace/trace_path)
+    ext_options: dict[str, Any] = {}
+    if options.screenshot is not False:
+        ext_options["screenshot"] = options.screenshot
+    if options.limit != 50:
+        ext_options["limit"] = options.limit
+    if options.filter is not None:
+        ext_options["filter"] = (
+            options.filter.model_dump() if hasattr(options.filter, "model_dump") else options.filter
+        )
 
     # Call extension API
     result = browser.page.evaluate(
@@ -93,19 +135,21 @@ def _snapshot_via_extension(
             return window.sentience.snapshot(options);
         }
         """,
-        options,
+        ext_options,
     )
 
+    # Save trace if requested
+    if options.save_trace:
+        _save_trace_to_file(result.get("raw_elements", []), options.trace_path)
+
     # Validate and parse with Pydantic
     snapshot_obj = Snapshot(**result)
     return snapshot_obj
 
 
 def _snapshot_via_api(
     browser: SentienceBrowser,
-    screenshot: bool | None,
-    limit: int | None,
-    filter: dict[str, Any] | None,
+    options: SnapshotOptions,
 ) -> Snapshot:
     """Take snapshot using server-side API (Pro/Enterprise tier)"""
     if not browser.page:
@@ -128,8 +172,8 @@ def _snapshot_via_api(
 
     # Step 1: Get raw data from local extension (always happens locally)
     raw_options: dict[str, Any] = {}
-    if screenshot is not None:
-        raw_options["screenshot"] = screenshot
+    if options.screenshot is not False:
+        raw_options["screenshot"] = options.screenshot
 
     raw_result = browser.page.evaluate(
         """
@@ -140,6 +184,10 @@ def _snapshot_via_api(
         raw_options,
     )
 
+    # Save trace if requested (save raw data before API processing)
+    if options.save_trace:
+        _save_trace_to_file(raw_result.get("raw_elements", []), options.trace_path)
+
     # Step 2: Send to server for smart ranking/filtering
     # Use raw_elements (raw data) instead of elements (processed data)
     # Server validates API key and applies proprietary ranking logic
@@ -148,8 +196,8 @@ def _snapshot_via_api(
         "url": raw_result.get("url", ""),
         "viewport": raw_result.get("viewport"),
         "options": {
-            "limit": limit,
-            "filter": filter,
+            "limit": options.limit,
+            "filter": options.filter.model_dump() if options.filter else None,
         },
     }