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Feat/discourse null values #340

Merged
merged 2 commits into from
Dec 16, 2024
Merged

Feat/discourse null values #340

merged 2 commits into from
Dec 16, 2024

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amindadgar
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@amindadgar amindadgar commented Dec 16, 2024

Summary by CodeRabbit

  • New Features

    • Enhanced member transformation logic with improved error handling for avatar_template and joined_at fields.
  • Bug Fixes

    • Updated handling of the name field to prevent issues with the string "null".
  • Tests

    • Added a new test to verify transformation behavior when a member's name is set to "null", improving test coverage.

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coderabbitai bot commented Dec 16, 2024

Walkthrough

The pull request introduces modifications to the TransformRawMembers class in the transform_raw_members.py file, focusing on improving error handling and robustness when transforming raw member data. The changes include updating the logic for handling avatar_template, joined_at, and name fields, ensuring that transformations are only applied when appropriate values are present and preventing potential errors during member data processing.

Changes

File Change Summary
dags/analyzer_helper/discourse/transform_raw_members.py - Added null check for avatar_template before startswith
- Explicitly retrieve joined_at field
- Added null check for joined_at before date conversion
- Changed string comparison from is not to != for name field
dags/analyzer_helper/tests/unit/test_discourse_transform_raw_members.py - Added new test method test_transform_single_member_null_name
- Tests handling of member with name set to "null"

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We check for null with careful might,
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Actionable comments posted: 0

🧹 Nitpick comments (3)
dags/analyzer_helper/discourse/transform_raw_members.py (2)

51-51: Consider adding date format validation

While the null check is good, consider adding validation for the date format to handle malformed dates gracefully.

-            "joined_at": (
-                self.converter.from_date_string(joined_at) if joined_at else None
-            ),
+            "joined_at": (
+                self.converter.from_date_string(joined_at)
+                if joined_at and self._is_valid_date_format(joined_at)
+                else None
+            ),

You'll need to add a helper method:

def _is_valid_date_format(self, date_string: str) -> bool:
    try:
        self.converter.from_date_string(date_string)
        return True
    except ValueError:
        logging.warning(f"Invalid date format: {date_string}")
        return False

Also applies to: 57-59


61-61: Consider case-insensitive comparison for "null"

While changing from is not to != is correct for string comparison, consider handling different cases of "null" for more robust validation.

-                "name": member["name"] if member["name"] != "null" else None,
+                "name": member["name"] if member["name"].lower() != "null" else None,
dags/analyzer_helper/tests/unit/test_discourse_transform_raw_members.py (1)

49-78: Enhance test coverage with additional edge cases

While the test covers the basic "null" case, consider adding tests for:

  • Different cases of "null" (e.g., "NULL", "Null")
  • Missing name field in the input
  • None value for name

Here's a suggested additional test:

def test_transform_member_name_edge_cases(self):
    """Tests various edge cases for member name handling"""
    test_cases = [
        {"name": "NULL", "expected": None},  # Upper case
        {"name": "Null", "expected": None},  # Mixed case
        {"name": None, "expected": None},    # None value
    ]
    
    base_member = {
        "id": 85149,
        "joined_at": "2023-07-02",
        "isBot": False,
        "username": "memberUser1",
        "avatar": "/path1/{size}/endpoint",
    }
    
    for case in test_cases:
        with self.subTest(name=case["name"]):
            member = {**base_member, "name": case["name"]}
            result = self.transformer.transform([member])[0]
            self.assertEqual(result["options"]["name"], case["expected"])
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📥 Commits

Reviewing files that changed from the base of the PR and between 08321e6 and 3c271a9.

📒 Files selected for processing (2)
  • dags/analyzer_helper/discourse/transform_raw_members.py (1 hunks)
  • dags/analyzer_helper/tests/unit/test_discourse_transform_raw_members.py (1 hunks)
🔇 Additional comments (1)
dags/analyzer_helper/discourse/transform_raw_members.py (1)

41-43: LGTM: Improved null-safety for avatar handling

The added null check before calling startswith prevents potential NullPointerException. This is a good defensive programming practice.

@amindadgar amindadgar merged commit b1006e7 into main Dec 16, 2024
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