> Re-attempt adding duplicate raw data I am usi...
# ask-community-for-troubleshooting
a
Re-attempt adding duplicate raw data
I am using airtbyte to fetch data from hubspot, it should fetch 3 rows of raw data. But due to some scope issues, workflow gets partially completed and re-attempts again. After 3 re-attempts (and partial successful execution), I’ve 9 rows of raw data (3 duplicates of each row for each attempt). Is there any way to resolve this? It works fine if I remove the specific data for which the token doesn’t have permission. Workflow gets completed and I get 3 rows.
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u
@[DEPRECATED] Marcos Marx turned this message into Zendesk ticket 2648 to ensure timely resolution!
m
Are you using incremental+dedup mode or what mode are you using?
a
Yes.
m
Normalization should remove the duplicate records for your final tables. Duplicates are expected in the raw tables.
a
But if the query gets executed correctly in the first attempt and I manually sync again after few minutes, it only fetches the latest data (raw). No dups. Is this also expected behaviour?