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Merged
lihao712 merged 4 commits into from
Jan 27, 2026
Merged

[AURON #1942] Implement columnar aggregate buffers #1943

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acd22ce
Implement columnar aggregate buffers
richox Jan 21, 2026
88bd19f
Reformat codes
richox Jan 21, 2026
3413f9e
Fix cargo clippy error
richox Jan 21, 2026
29ae9b3
update spark-3.5 golden files because aggregate buffer schema is changed
richox Jan 25, 2026
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208 changes: 104 additions & 104 deletions dev/auron-it/src/main/resources/tpcds-plan-stability/spark-3.5/q1.txt
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12 changes: 6 additions & 6 deletions dev/auron-it/src/main/resources/tpcds-plan-stability/spark-3.5/q10.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -657,25 +657,25 @@ Input [8]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purch
Keys [8]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27]
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#28]
Results [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Results [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]

(112) NativeShuffleExchange
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]
Arguments: hashpartitioning(cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, 100), ENSURE_REQUIREMENTS, [plan_id=13]

(113) ShuffleQueryStage
Output [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Output [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]
Arguments: X

(114) AQEShuffleRead
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]
Arguments: coalesced

(115) InputAdapter
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]

(116) NativeHashAggregate
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29#29]
Input [9]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27, #29]
Keys [8]: [cd_gender#20, cd_marital_status#21, cd_education_status#22, cd_purchase_estimate#23, cd_credit_rating#24, cd_dep_count#25, cd_dep_employed_count#26, cd_dep_college_count#27]
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#30]
Expand Down
48 changes: 24 additions & 24 deletions dev/auron-it/src/main/resources/tpcds-plan-stability/spark-3.5/q11.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -408,25 +408,25 @@ Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferr
Keys [8]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8]
Functions [1]: [partial_sum(_c8#15)]
Aggregate Attributes [1]: [sum#16]
Results [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Results [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]

(36) NativeShuffleExchange
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]
Arguments: hashpartitioning(c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, 100), ENSURE_REQUIREMENTS, [plan_id=5]

(37) ShuffleQueryStage
Output [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Output [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]
Arguments: X

(38) AQEShuffleRead
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]
Arguments: coalesced

(39) InputAdapter
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]

(40) NativeHashAggregate
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17#17]
Input [9]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8, #17]
Keys [8]: [c_customer_id#2, c_first_name#3, c_last_name#4, d_year#14, c_preferred_cust_flag#5, c_birth_country#6, c_login#7, c_email_address#8]
Functions [1]: [sum(UnscaledValue((ss_ext_list_price#12 - ss_ext_discount_amt#11)))]
Aggregate Attributes [1]: [sum(UnscaledValue((ss_ext_list_price#12 - ss_ext_discount_amt#11)))#18]
Expand Down Expand Up @@ -534,25 +534,25 @@ Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_pref
Keys [8]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27]
Functions [1]: [partial_sum(_c8#33)]
Aggregate Attributes [1]: [sum#34]
Results [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Results [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]

(66) NativeShuffleExchange
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]
Arguments: hashpartitioning(c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, 100), ENSURE_REQUIREMENTS, [plan_id=8]

(67) ShuffleQueryStage
Output [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Output [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]
Arguments: X

(68) AQEShuffleRead
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]
Arguments: coalesced

(69) InputAdapter
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]

(70) NativeHashAggregate
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17#17]
Input [9]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27, #17]
Keys [8]: [c_customer_id#21, c_first_name#22, c_last_name#23, d_year#32, c_preferred_cust_flag#24, c_birth_country#25, c_login#26, c_email_address#27]
Functions [1]: [sum(UnscaledValue((ss_ext_list_price#30 - ss_ext_discount_amt#29)))]
Aggregate Attributes [1]: [sum(UnscaledValue((ss_ext_list_price#30 - ss_ext_discount_amt#29)))#18]
Expand Down Expand Up @@ -717,25 +717,25 @@ Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_
Keys [8]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51]
Functions [1]: [partial_sum(_c8#52)]
Aggregate Attributes [1]: [sum#53]
Results [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Results [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]

(110) NativeShuffleExchange
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]
Arguments: hashpartitioning(c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, 100), ENSURE_REQUIREMENTS, [plan_id=12]

(111) ShuffleQueryStage
Output [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Output [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]
Arguments: X

(112) AQEShuffleRead
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]
Arguments: coalesced

(113) InputAdapter
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]

(114) NativeHashAggregate
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17#17]
Input [9]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51, #17]
Keys [8]: [c_customer_id#39, c_first_name#40, c_last_name#41, c_preferred_cust_flag#42, c_birth_country#43, c_login#44, c_email_address#45, d_year#51]
Functions [1]: [sum(UnscaledValue((ws_ext_list_price#49 - ws_ext_discount_amt#48)))]
Aggregate Attributes [1]: [sum(UnscaledValue((ws_ext_list_price#49 - ws_ext_discount_amt#48)))#54]
Expand Down Expand Up @@ -841,25 +841,25 @@ Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_
Keys [8]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68]
Functions [1]: [partial_sum(_c8#69)]
Aggregate Attributes [1]: [sum#70]
Results [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Results [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]

(140) NativeShuffleExchange
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]
Arguments: hashpartitioning(c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, 100), ENSURE_REQUIREMENTS, [plan_id=14]

(141) ShuffleQueryStage
Output [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Output [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]
Arguments: X

(142) AQEShuffleRead
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]
Arguments: coalesced

(143) InputAdapter
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]

(144) NativeHashAggregate
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17#17]
Input [9]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68, #17]
Keys [8]: [c_customer_id#57, c_first_name#58, c_last_name#59, c_preferred_cust_flag#60, c_birth_country#61, c_login#62, c_email_address#63, d_year#68]
Functions [1]: [sum(UnscaledValue((ws_ext_list_price#66 - ws_ext_discount_amt#65)))]
Aggregate Attributes [1]: [sum(UnscaledValue((ws_ext_list_price#66 - ws_ext_discount_amt#65)))#54]
Expand Down
12 changes: 6 additions & 6 deletions dev/auron-it/src/main/resources/tpcds-plan-stability/spark-3.5/q12.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -235,25 +235,25 @@ Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price
Keys [5]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7]
Functions [1]: [partial_sum(_c5#12)]
Aggregate Attributes [1]: [sum#13]
Results [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Results [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]

(37) NativeShuffleExchange
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]
Arguments: hashpartitioning(i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, 100), ENSURE_REQUIREMENTS, [plan_id=5]

(38) ShuffleQueryStage
Output [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Output [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]
Arguments: X

(39) AQEShuffleRead
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]
Arguments: coalesced

(40) InputAdapter
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]

(41) NativeHashAggregate
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14#14]
Input [6]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7, #14]
Keys [5]: [i_item_id#5, i_item_desc#6, i_category#9, i_class#8, i_current_price#7]
Functions [1]: [sum(UnscaledValue(ws_ext_sales_price#3))]
Aggregate Attributes [1]: [sum(UnscaledValue(ws_ext_sales_price#3))#15]
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