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- TO aggregate action strings IN Presto SQL WHILE prioritizing occurrences (1) over non-occurrences (0) FOR each DAY, you can follow these steps:
- Determine the Maximum LENGTH: Find the maximum LENGTH OF the action strings within each GROUP (e.g., BY GROUP_ID) TO align the strings properly.
- Left-Pad Strings: Pad each action string ON the left WITH zeros ('0') so that ALL strings have the same LENGTH. This ensures the rightmost entries (most recent days) are aligned.
- CONVERT Strings TO Arrays: Split each padded string INTO an ARRAY OF integers (0 OR 1) representing each DAY's action.
- Aggregate Arrays: Use the reduce function along with zip_with to perform an element-wise logical OR operation across all arrays within each group.
- Convert Back to String: Join the resulting aggregated array back into a string to represent the combined action string for the group.
- ________________________________________________________
- Here's the complete SQL query implementing the above steps:
- WITH max_lengths AS (
- SELECT GROUP_ID, MAX(LENGTH(action_string)) AS max_length
- FROM your_table
- GROUP BY GROUP_ID
- ),
- padded_strings AS (
- SELECT
- t.GROUP_ID,
- LPAD(t.action_string, l.max_length, '0') AS padded_action_string,
- l.max_length
- FROM your_table t
- JOIN max_lengths l ON t.GROUP_ID = l.GROUP_ID
- ),
- arrays AS (
- SELECT
- GROUP_ID,
- TRANSFORM(
- REGEXP_EXTRACT_ALL(padded_action_string, '.'),
- x -> CAST(x AS INTEGER)
- ) AS bits_array,
- max_length
- FROM padded_strings
- )
- SELECT
- GROUP_ID,
- ARRAY_JOIN(
- REDUCE(
- ARRAY_AGG(bits_array),
- ARRAY_REPEAT(0, MAX(max_length)),
- (s, x) -> ZIP_WITH(s, x, (a, b) -> IF(a = 1 OR b = 1, 1, 0)),
- s -> s
- ),
- ''
- ) AS aggregated_action_string
- FROM arrays
- GROUP BY GROUP_ID;
- ________________________________________________________
- Explanation:
- max_lengths CTE: Calculates the maximum LENGTH OF action strings FOR each GROUP_ID.
- padded_strings CTE: Pads each action string ON the left WITH zeros TO match the maximum LENGTH.
- arrays CTE: Converts each padded action string INTO an ARRAY OF integers.
- Main Query:
- ARRAY_AGG(bits_array): Collects ALL bits arrays FOR each GROUP_ID.
- REDUCE FUNCTION: Performs an element-wise logical OR across ALL arrays using ZIP_WITH.
- Initial VALUE: An ARRAY OF zeros WITH LENGTH max_length.
- Lambda FUNCTION: Combines arrays BY checking IF either bit IS 1.
- ARRAY_JOIN: Converts the aggregated bits ARRAY back INTO a string.
- Note: REPLACE your_table WITH the actual name OF your TABLE.
- This query ensures that FOR each DAY (represented BY the position IN the string), the aggregated string will have a '1' IF ANY OF the input strings had a '1' AT that position, effectively prioritizing actions happening over NOT happening.
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