I built a matcher meant to finish the cleanup that normalization left behind. Testing it against real data showed that no version of it could be made safe. What follows is the architecture that was left once the matcher was set aside.The post Avoiding Entity Key Drift in a Data Lake: Step 2, When Fuzzy Matching Stops Working appeared first on Towards Data Science.