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I want to find out missing values in the columns. Use case, column called colors which has values as [‘ORANGE’,’BLACK’,’BLUE’] and rule is if RED is not part of column values, then Rule should fail and alert that RED color is missing in table.

Hi, we are making use of reconciliation projects to compare two different dataset with eachother. Most of the data needs to be compared, but some fields we want to skip in the comparison. is it possible to skipp certain attributes in the comparison (we got some mutation date fields that show differences, but are no importance) is it possible to distinguish in notification between some attributes missing and data showing differences (Dataset A has a few extra attributes then Dataset B, but all other data should be exactly the same). I don't want daily notifications that I am missing these attributes, but I do want a notification when the data is showing differences. kind regards, Jur Dördregter

Is there any global setting at Monitoring Project level to get DQ issue detected warning if DQ percentage is less than 95%.? 14.5.3 version, warning seems to be given after below 60%. It means that if for catalog item in Monitoring project shows overall data quality less than 95%, it should be shown amber warning. instead of green ok.

There is column called Sales Amount (Long Data type). It has values in decimal point. I wanted to create a DQ evaluation rule that It should have exact two places decimal point. I tried to create rule by converting long to string and validated length after decimal point as 2 but failed for values 1.00 or 2.10 or 0.00 as conversion to string change value from 0.00 to 0, 1.00 to 1 or 2.10 to 2.1 Is there any way to implement this?

Hi, This file is comma separated with header and “ text qualifiers and keeps failing as below with a long line error. The data is from an MSAccess table with specific column widths not the default 255 in length. I have tried a number of times to no avail. Any assistance would be most welcome. 2025-04-10 16:27:04 [INFO] com.ataccama.lib.securityutil.javaencryption.DefaultEncryptionEngine messageId=createDefaultKeyProvider reason=the 'properties.encryption.keystore' property not specified2025-04-10 16:27:04 [INFO] com.ataccama.lib.securityutil.javaencryption.DefaultEncryptionEngine messageId=createDefaultKeyProvider reason=the 'internal.encryption.keystore' property not specified10.04.2025 16:27:04 [INFO] Using following licenses:10.04.2025 16:27:04 [INFO] /data/ataccama/one/dpe/license_axaUK_PROD-dpe-bde_v14_subscription_updated.plf10.04.2025 16:27:05 [INFO] running job 2f1568e2-0000-7000-0000-00000026b0c8 (14-CRESTDSS POLICY AND POPULATION.txt)10.04.2025 16:27:05 [DEBUG] metrics will b

How to calculate last Friday or current day of the week? Is there any weekday function available?

Is there a way to manually or AI generate tags to classify columns based on the contents within columns of data? Also curious if there are any rule detection capabilities for column classification?