SP1 - Details for Query 253

Submitted Time: 2026/04/21 08:58:22
Duration: 0.8 s
Succeeded Jobs: 259 260 261

Show the Stage ID and Task ID that corresponds to the max metric

digraph G { 0 [labelType="html" label=" AdaptiveSparkPlan "]; subgraph cluster1 { isCluster="true"; label="WholeStageCodegen (6)\n \nduration: 0 ms"; 2 [labelType="html" label="HashAggregate time in aggregation build: 0 ms number of output rows: 1"]; } 3 [labelType="html" label="Exchange shuffle records written: 1 local merged chunks fetched: 0 shuffle write time: 0 ms remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 1 local bytes read: 59.0 B fetch wait time: 0 ms remote bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 1 remote merged chunks fetched: 0 remote blocks read: 0 data size: 16.0 B local merged bytes read: 0.0 B number of partitions: 1 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written: 59.0 B"]; subgraph cluster4 { isCluster="true"; label="WholeStageCodegen (5)\n \nduration: 11 ms"; 5 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 11 ms peak memory: 0.0 B number of output rows: 1 number of sort fallback tasks: 0 avg hash probes per key: 0"]; 6 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build: 2 ms peak memory: 16.3 MiB number of output rows: 16 number of sort fallback tasks: 0 avg hash probes per key: 1"]; } 7 [labelType="html" label="AQEShuffleRead number of partitions: 1 partition data size: 34.6 KiB number of coalesced partitions: 1"]; 8 [labelType="html" label="Exchange shuffle records written: 48 local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 5 ms (1 ms, 1 ms, 2 ms (stage 405.0: task 314)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 48 local bytes read: 32.8 KiB fetch wait time: 0 ms remote bytes read: 0.0 B merged fetch fallback count: 0 local blocks read: 3 remote merged chunks fetched: 0 remote blocks read: 0 data size total (min, med, max (stageId: taskId)) 68.9 KiB (23.0 KiB, 23.0 KiB, 23.0 KiB (stage 405.0: task 312)) local merged bytes read: 0.0 B number of partitions: 10 remote reqs duration: 0 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 32.8 KiB (10.9 KiB, 10.9 KiB, 10.9 KiB (stage 405.0: task 312))"]; subgraph cluster9 { isCluster="true"; label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n261 ms (86 ms, 86 ms, 89 ms (stage 405.0: task 314))"; 10 [labelType="html" label="HashAggregate spill size: 0.0 B time in aggregation build total (min, med, max (stageId: taskId)) 57 ms (18 ms, 18 ms, 21 ms (stage 405.0: task 314)) peak memory total (min, med, max (stageId: taskId)) 48.8 MiB (16.3 MiB, 16.3 MiB, 16.3 MiB (stage 405.0: task 312)) number of output rows: 48 number of sort fallback tasks: 0 avg hash probes per key (min, med, max (stageId: taskId)): (1, 1, 1 (stage 405.0: task 312))"]; } 11 [labelType="html" label=" Union "]; subgraph cluster12 { isCluster="true"; label="WholeStageCodegen (1)\n \nduration: 198 ms"; 13 [labelType="html" label=" Project "]; 14 [labelType="html" label="ColumnarToRow number of output rows: 16 number of input batches: 1"]; } 15 [labelType="html" label="Scan parquet number of files read: 1 scan time: 17 ms metadata time: 0 ms size of files read: 50.7 KiB number of output rows: 16"]; subgraph cluster16 { isCluster="true"; label="WholeStageCodegen (2)\n \nduration: 197 ms"; 17 [labelType="html" label=" Project "]; 18 [labelType="html" label="ColumnarToRow number of output rows: 16 number of input batches: 1"]; } 19 [labelType="html" label="Scan parquet number of files read: 1 scan time: 17 ms metadata time: 0 ms size of files read: 50.7 KiB number of output rows: 16"]; subgraph cluster20 { isCluster="true"; label="WholeStageCodegen (3)\n \nduration: 198 ms"; 21 [labelType="html" label=" Project "]; 22 [labelType="html" label="ColumnarToRow number of output rows: 16 number of input batches: 1"]; } 23 [labelType="html" label="Scan parquet number of files read: 1 scan time: 20 ms metadata time: 0 ms size of files read: 50.7 KiB number of output rows: 16"]; 2->0; 3->2; 5->3; 6->5; 7->6; 8->7; 10->8; 11->10; 13->11; 14->13; 15->14; 17->11; 18->17; 19->18; 21->11; 22->21; 23->22; }

AdaptiveSparkPlan isFinalPlan=true

HashAggregate(keys=[], functions=[count(1)])

WholeStageCodegen (6)

Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=12088]

HashAggregate(keys=[], functions=[partial_count(1)])

HashAggregate(keys=[ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ... 34 more fields], functions=[])

WholeStageCodegen (5)

AQEShuffleRead coalesced

Exchange hashpartitioning(ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ... 35 more fields), ENSURE_REQUIREMENTS, [plan_id=12039]

HashAggregate(keys=[knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ANNEE_M_388902#48197)) AS ANALYSE_ANNEE_M_388902#48197, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ANNEE_M_388903#48198)) AS ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ECART_T_388886#48206)) AS ANALYSE_ECART_T_388886#48206, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388882#48207)) AS ANALYSE_ETENDUE_388882#48207, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388900#48208)) AS ANALYSE_ETENDUE_388900#48208, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388901#48209)) AS ANALYSE_ETENDUE_388901#48209, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_IQR_388892#48210)) AS ANALYSE_IQR_388892#48210, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_KURTOSI_388888#48211)) AS ANALYSE_KURTOSI_388888#48211, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388867#48212)) AS ANALYSE_LONGUEU_388867#48212, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388868#48213)) AS ANALYSE_LONGUEU_388868#48213, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388869#48214)) AS ANALYSE_LONGUEU_388869#48214, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388870#48215)) AS ANALYSE_LONGUEU_388870#48215, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388871#48216)) AS ANALYSE_LONGUEU_388871#48216, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MAX_388881#48217)) AS ANALYSE_MAX_388881#48217, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MEDIANE_388884#48218)) AS ANALYSE_MEDIANE_388884#48218, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MEDIANE_388890#48219)) AS ANALYSE_MEDIANE_388890#48219, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MIN_388880#48220)) AS ANALYSE_MIN_388880#48220, ... 34 more fields], functions=[])

WholeStageCodegen (4)

Union

Project [analyse__annee_min#47316 AS ANALYSE_ANNEE_M_388902#48197, analyse__annee_max#47317 AS ANALYSE_ANNEE_M_388903#48198, analyse__datetime_min#47312 AS ANALYSE_DATETIM_388898#48199, analyse__datetime_max#47313 AS ANALYSE_DATETIM_388899#48200, analyse__distribution_10_bins#47311 AS ANALYSE_DISTRIB_388897#48201, analyse__distribution_annee#47321 AS ANALYSE_DISTRIB_388907#48202, analyse__distribution_mois#47322 AS ANALYSE_DISTRIB_388908#48203, analyse__distribution_heure#47323 AS ANALYSE_DISTRIB_388909#48204, analyse__distribution_jour_semaine#47324 AS ANALYSE_DISTRIB_388910#48205, analyse__ecart_type#47300 AS ANALYSE_ECART_T_388886#48206, analyse__etendue#47296 AS ANALYSE_ETENDUE_388882#48207, analyse__etendue_jours#47314 AS ANALYSE_ETENDUE_388900#48208, analyse__etendue_secondes_total#47315 AS ANALYSE_ETENDUE_388901#48209, analyse__iqr#47306 AS ANALYSE_IQR_388892#48210, analyse__kurtosis#47302 AS ANALYSE_KURTOSI_388888#48211, analyse__longueur_min#47281 AS ANALYSE_LONGUEU_388867#48212, analyse__longueur_max#47282 AS ANALYSE_LONGUEU_388868#48213, analyse__longueur_moyenne#47283 AS ANALYSE_LONGUEU_388869#48214, analyse__longueur_mediane#47284 AS ANALYSE_LONGUEU_388870#48215, analyse__longueur_ecart_type#47285 AS ANALYSE_LONGUEU_388871#48216, analyse__max#47295 AS ANALYSE_MAX_388881#48217, analyse__mediane#47298 AS ANALYSE_MEDIANE_388884#48218, analyse__mediane_q2#47304 AS ANALYSE_MEDIANE_388890#48219, analyse__min#47294 AS ANALYSE_MIN_388880#48220, ... 34 more fields]

ColumnarToRow

WholeStageCodegen (1)

FileScan parquet [colonne#47267,dtype_pandas#47268,type_infere#47269,analyse__nb_total#47270L,analyse__nb_null_nan#47271L,analyse__pct_null_nan#47272,analyse__nb_non_null#47273L,analyse__nb_distinct#47274L,analyse__nb_vide#47275,analyse__pct_vide#47276,analyse__nb_whitespace_only#47277,analyse__nb_leading_spaces#47278,analyse__nb_trailing_spaces#47279,analyse__nb_leading_et_trailing#47280,analyse__longueur_min#47281,analyse__longueur_max#47282,analyse__longueur_moyenne#47283,analyse__longueur_mediane#47284,analyse__longueur_ecart_type#47285,analyse__valeur_min_alpha#47286,analyse__valeur_max_alpha#47287,analyse__nb_avec_chiffre#47288,analyse__nb_avec_special#47289,analyse__nb_uppercase_only#47290,... 34 more fields] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/cu..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<colonne:string,dtype_pandas:string,type_infere:string,analyse__nb_total:bigint,analyse__nb...

Project [analyse__annee_min#47490 AS ANALYSE_ANNEE_M_388902#49302, analyse__annee_max#47491 AS ANALYSE_ANNEE_M_388903#49303, analyse__datetime_min#47486 AS ANALYSE_DATETIM_388898#49304, analyse__datetime_max#47487 AS ANALYSE_DATETIM_388899#49305, analyse__distribution_10_bins#47485 AS ANALYSE_DISTRIB_388897#49306, analyse__distribution_annee#47495 AS ANALYSE_DISTRIB_388907#49307, analyse__distribution_mois#47496 AS ANALYSE_DISTRIB_388908#49308, analyse__distribution_heure#47497 AS ANALYSE_DISTRIB_388909#49309, analyse__distribution_jour_semaine#47498 AS ANALYSE_DISTRIB_388910#49310, analyse__ecart_type#47474 AS ANALYSE_ECART_T_388886#49311, analyse__etendue#47470 AS ANALYSE_ETENDUE_388882#49312, analyse__etendue_jours#47488 AS ANALYSE_ETENDUE_388900#49313, analyse__etendue_secondes_total#47489 AS ANALYSE_ETENDUE_388901#49314, analyse__iqr#47480 AS ANALYSE_IQR_388892#49315, analyse__kurtosis#47476 AS ANALYSE_KURTOSI_388888#49316, analyse__longueur_min#47455 AS ANALYSE_LONGUEU_388867#49317, analyse__longueur_max#47456 AS ANALYSE_LONGUEU_388868#49318, analyse__longueur_moyenne#47457 AS ANALYSE_LONGUEU_388869#49319, analyse__longueur_mediane#47458 AS ANALYSE_LONGUEU_388870#49320, analyse__longueur_ecart_type#47459 AS ANALYSE_LONGUEU_388871#49321, analyse__max#47469 AS ANALYSE_MAX_388881#49322, analyse__mediane#47472 AS ANALYSE_MEDIANE_388884#49323, analyse__mediane_q2#47478 AS ANALYSE_MEDIANE_388890#49324, analyse__min#47468 AS ANALYSE_MIN_388880#49325, ... 34 more fields]

ColumnarToRow

WholeStageCodegen (2)

FileScan parquet [colonne#47441,dtype_pandas#47442,type_infere#47443,analyse__nb_total#47444L,analyse__nb_null_nan#47445L,analyse__pct_null_nan#47446,analyse__nb_non_null#47447L,analyse__nb_distinct#47448L,analyse__nb_vide#47449,analyse__pct_vide#47450,analyse__nb_whitespace_only#47451,analyse__nb_leading_spaces#47452,analyse__nb_trailing_spaces#47453,analyse__nb_leading_et_trailing#47454,analyse__longueur_min#47455,analyse__longueur_max#47456,analyse__longueur_moyenne#47457,analyse__longueur_mediane#47458,analyse__longueur_ecart_type#47459,analyse__valeur_min_alpha#47460,analyse__valeur_max_alpha#47461,analyse__nb_avec_chiffre#47462,analyse__nb_avec_special#47463,analyse__nb_uppercase_only#47464,... 34 more fields] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/cu..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<colonne:string,dtype_pandas:string,type_infere:string,analyse__nb_total:bigint,analyse__nb...

Project [analyse__annee_min#47723 AS ANALYSE_ANNEE_M_388902#49360, analyse__annee_max#47724 AS ANALYSE_ANNEE_M_388903#49361, analyse__datetime_min#47719 AS ANALYSE_DATETIM_388898#49362, analyse__datetime_max#47720 AS ANALYSE_DATETIM_388899#49363, analyse__distribution_10_bins#47718 AS ANALYSE_DISTRIB_388897#49364, analyse__distribution_annee#47728 AS ANALYSE_DISTRIB_388907#49365, analyse__distribution_mois#47729 AS ANALYSE_DISTRIB_388908#49366, analyse__distribution_heure#47730 AS ANALYSE_DISTRIB_388909#49367, analyse__distribution_jour_semaine#47731 AS ANALYSE_DISTRIB_388910#49368, analyse__ecart_type#47707 AS ANALYSE_ECART_T_388886#49369, analyse__etendue#47703 AS ANALYSE_ETENDUE_388882#49370, analyse__etendue_jours#47721 AS ANALYSE_ETENDUE_388900#49371, analyse__etendue_secondes_total#47722 AS ANALYSE_ETENDUE_388901#49372, analyse__iqr#47713 AS ANALYSE_IQR_388892#49373, analyse__kurtosis#47709 AS ANALYSE_KURTOSI_388888#49374, analyse__longueur_min#47688 AS ANALYSE_LONGUEU_388867#49375, analyse__longueur_max#47689 AS ANALYSE_LONGUEU_388868#49376, analyse__longueur_moyenne#47690 AS ANALYSE_LONGUEU_388869#49377, analyse__longueur_mediane#47691 AS ANALYSE_LONGUEU_388870#49378, analyse__longueur_ecart_type#47692 AS ANALYSE_LONGUEU_388871#49379, analyse__max#47702 AS ANALYSE_MAX_388881#49380, analyse__mediane#47705 AS ANALYSE_MEDIANE_388884#49381, analyse__mediane_q2#47711 AS ANALYSE_MEDIANE_388890#49382, analyse__min#47701 AS ANALYSE_MIN_388880#49383, ... 34 more fields]

ColumnarToRow

WholeStageCodegen (3)

FileScan parquet [colonne#47674,dtype_pandas#47675,type_infere#47676,analyse__nb_total#47677L,analyse__nb_null_nan#47678L,analyse__pct_null_nan#47679,analyse__nb_non_null#47680L,analyse__nb_distinct#47681L,analyse__nb_vide#47682,analyse__pct_vide#47683,analyse__nb_whitespace_only#47684,analyse__nb_leading_spaces#47685,analyse__nb_trailing_spaces#47686,analyse__nb_leading_et_trailing#47687,analyse__longueur_min#47688,analyse__longueur_max#47689,analyse__longueur_moyenne#47690,analyse__longueur_mediane#47691,analyse__longueur_ecart_type#47692,analyse__valeur_min_alpha#47693,analyse__valeur_max_alpha#47694,analyse__nb_avec_chiffre#47695,analyse__nb_avec_special#47696,analyse__nb_uppercase_only#47697,... 34 more fields] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex(1 paths)[file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/cu..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<colonne:string,dtype_pandas:string,type_infere:string,analyse__nb_total:bigint,analyse__nb...

Details

== Physical Plan ==
AdaptiveSparkPlan (30)
+- == Final Plan ==
   * HashAggregate (19)
   +- ShuffleQueryStage (18), Statistics(sizeInBytes=16.0 B, rowCount=1)
      +- Exchange (17)
         +- * HashAggregate (16)
            +- * HashAggregate (15)
               +- AQEShuffleRead (14)
                  +- ShuffleQueryStage (13), Statistics(sizeInBytes=68.9 KiB, rowCount=48)
                     +- Exchange (12)
                        +- * HashAggregate (11)
                           +- Union (10)
                              :- * Project (3)
                              :  +- * ColumnarToRow (2)
                              :     +- Scan parquet  (1)
                              :- * Project (6)
                              :  +- * ColumnarToRow (5)
                              :     +- Scan parquet  (4)
                              +- * Project (9)
                                 +- * ColumnarToRow (8)
                                    +- Scan parquet  (7)
+- == Initial Plan ==
   HashAggregate (29)
   +- Exchange (28)
      +- HashAggregate (27)
         +- HashAggregate (26)
            +- Exchange (25)
               +- HashAggregate (24)
                  +- Union (23)
                     :- Project (20)
                     :  +- Scan parquet  (1)
                     :- Project (21)
                     :  +- Scan parquet  (4)
                     +- Project (22)
                        +- Scan parquet  (7)


(1) Scan parquet 
Output [58]: [colonne#47267, dtype_pandas#47268, type_infere#47269, analyse__nb_total#47270L, analyse__nb_null_nan#47271L, analyse__pct_null_nan#47272, analyse__nb_non_null#47273L, analyse__nb_distinct#47274L, analyse__nb_vide#47275, analyse__pct_vide#47276, analyse__nb_whitespace_only#47277, analyse__nb_leading_spaces#47278, analyse__nb_trailing_spaces#47279, analyse__nb_leading_et_trailing#47280, analyse__longueur_min#47281, analyse__longueur_max#47282, analyse__longueur_moyenne#47283, analyse__longueur_mediane#47284, analyse__longueur_ecart_type#47285, analyse__valeur_min_alpha#47286, analyse__valeur_max_alpha#47287, analyse__nb_avec_chiffre#47288, analyse__nb_avec_special#47289, analyse__nb_uppercase_only#47290, analyse__nb_lowercase_only#47291, analyse__nb_mixte_case#47292, analyse__top_10_valeurs#47293, analyse__min#47294, analyse__max#47295, analyse__etendue#47296, analyse__moyenne#47297, analyse__mediane#47298, analyse__variance#47299, analyse__ecart_type#47300, analyse__skewness#47301, analyse__kurtosis#47302, analyse__q1#47303, analyse__mediane_q2#47304, analyse__q3#47305, analyse__iqr#47306, analyse__nb_outliers_iqr#47307, analyse__pct_outliers_iqr#47308, analyse__nb_zero#47309, analyse__nb_negatif#47310, analyse__distribution_10_bins#47311, analyse__datetime_min#47312, analyse__datetime_max#47313, analyse__etendue_jours#47314, analyse__etendue_secondes_total#47315, analyse__annee_min#47316, analyse__annee_max#47317, analyse__timezone#47318, analyse__nb_weekend#47319, analyse__nb_semaine#47320, analyse__distribution_annee#47321, analyse__distribution_mois#47322, analyse__distribution_heure#47323, analyse__distribution_jour_semaine#47324]
Batched: true
Location: InMemoryFileIndex [file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/current/pydc_ee4uw20u.parquet]
ReadSchema: struct<colonne:string,dtype_pandas:string,type_infere:string,analyse__nb_total:bigint,analyse__nb_null_nan:bigint,analyse__pct_null_nan:double,analyse__nb_non_null:bigint,analyse__nb_distinct:bigint,analyse__nb_vide:double,analyse__pct_vide:double,analyse__nb_whitespace_only:double,analyse__nb_leading_spaces:double,analyse__nb_trailing_spaces:double,analyse__nb_leading_et_trailing:double,analyse__longueur_min:double,analyse__longueur_max:double,analyse__longueur_moyenne:double,analyse__longueur_mediane:double,analyse__longueur_ecart_type:double,analyse__valeur_min_alpha:string,analyse__valeur_max_alpha:string,analyse__nb_avec_chiffre:double,analyse__nb_avec_special:double,analyse__nb_uppercase_only:double,analyse__nb_lowercase_only:double,analyse__nb_mixte_case:double,analyse__top_10_valeurs:string,analyse__min:double,analyse__max:double,analyse__etendue:double,analyse__moyenne:double,analyse__mediane:double,analyse__variance:double,analyse__ecart_type:double,analyse__skewness:double,analyse__kurtosis:double,analyse__q1:double,analyse__mediane_q2:double,analyse__q3:double,analyse__iqr:double,analyse__nb_outliers_iqr:double,analyse__pct_outliers_iqr:double,analyse__nb_zero:double,analyse__nb_negatif:double,analyse__distribution_10_bins:string,analyse__datetime_min:string,analyse__datetime_max:string,analyse__etendue_jours:double,analyse__etendue_secondes_total:double,analyse__annee_min:double,analyse__annee_max:double,analyse__timezone:string,analyse__nb_weekend:double,analyse__nb_semaine:double,analyse__distribution_annee:string,analyse__distribution_mois:string,analyse__distribution_heure:string,analyse__distribution_jour_semaine:string>

(2) ColumnarToRow [codegen id : 1]
Input [58]: [colonne#47267, dtype_pandas#47268, type_infere#47269, analyse__nb_total#47270L, analyse__nb_null_nan#47271L, analyse__pct_null_nan#47272, analyse__nb_non_null#47273L, analyse__nb_distinct#47274L, analyse__nb_vide#47275, analyse__pct_vide#47276, analyse__nb_whitespace_only#47277, analyse__nb_leading_spaces#47278, analyse__nb_trailing_spaces#47279, analyse__nb_leading_et_trailing#47280, analyse__longueur_min#47281, analyse__longueur_max#47282, analyse__longueur_moyenne#47283, analyse__longueur_mediane#47284, analyse__longueur_ecart_type#47285, analyse__valeur_min_alpha#47286, analyse__valeur_max_alpha#47287, analyse__nb_avec_chiffre#47288, analyse__nb_avec_special#47289, analyse__nb_uppercase_only#47290, analyse__nb_lowercase_only#47291, analyse__nb_mixte_case#47292, analyse__top_10_valeurs#47293, analyse__min#47294, analyse__max#47295, analyse__etendue#47296, analyse__moyenne#47297, analyse__mediane#47298, analyse__variance#47299, analyse__ecart_type#47300, analyse__skewness#47301, analyse__kurtosis#47302, analyse__q1#47303, analyse__mediane_q2#47304, analyse__q3#47305, analyse__iqr#47306, analyse__nb_outliers_iqr#47307, analyse__pct_outliers_iqr#47308, analyse__nb_zero#47309, analyse__nb_negatif#47310, analyse__distribution_10_bins#47311, analyse__datetime_min#47312, analyse__datetime_max#47313, analyse__etendue_jours#47314, analyse__etendue_secondes_total#47315, analyse__annee_min#47316, analyse__annee_max#47317, analyse__timezone#47318, analyse__nb_weekend#47319, analyse__nb_semaine#47320, analyse__distribution_annee#47321, analyse__distribution_mois#47322, analyse__distribution_heure#47323, analyse__distribution_jour_semaine#47324]

(3) Project [codegen id : 1]
Output [58]: [analyse__annee_min#47316 AS ANALYSE_ANNEE_M_388902#48197, analyse__annee_max#47317 AS ANALYSE_ANNEE_M_388903#48198, analyse__datetime_min#47312 AS ANALYSE_DATETIM_388898#48199, analyse__datetime_max#47313 AS ANALYSE_DATETIM_388899#48200, analyse__distribution_10_bins#47311 AS ANALYSE_DISTRIB_388897#48201, analyse__distribution_annee#47321 AS ANALYSE_DISTRIB_388907#48202, analyse__distribution_mois#47322 AS ANALYSE_DISTRIB_388908#48203, analyse__distribution_heure#47323 AS ANALYSE_DISTRIB_388909#48204, analyse__distribution_jour_semaine#47324 AS ANALYSE_DISTRIB_388910#48205, analyse__ecart_type#47300 AS ANALYSE_ECART_T_388886#48206, analyse__etendue#47296 AS ANALYSE_ETENDUE_388882#48207, analyse__etendue_jours#47314 AS ANALYSE_ETENDUE_388900#48208, analyse__etendue_secondes_total#47315 AS ANALYSE_ETENDUE_388901#48209, analyse__iqr#47306 AS ANALYSE_IQR_388892#48210, analyse__kurtosis#47302 AS ANALYSE_KURTOSI_388888#48211, analyse__longueur_min#47281 AS ANALYSE_LONGUEU_388867#48212, analyse__longueur_max#47282 AS ANALYSE_LONGUEU_388868#48213, analyse__longueur_moyenne#47283 AS ANALYSE_LONGUEU_388869#48214, analyse__longueur_mediane#47284 AS ANALYSE_LONGUEU_388870#48215, analyse__longueur_ecart_type#47285 AS ANALYSE_LONGUEU_388871#48216, analyse__max#47295 AS ANALYSE_MAX_388881#48217, analyse__mediane#47298 AS ANALYSE_MEDIANE_388884#48218, analyse__mediane_q2#47304 AS ANALYSE_MEDIANE_388890#48219, analyse__min#47294 AS ANALYSE_MIN_388880#48220, analyse__moyenne#47297 AS ANALYSE_MOYENNE_388883#48221, analyse__nb_avec_chiffre#47288 AS ANALYSE_NB_AVEC_388874#48222, analyse__nb_avec_special#47289 AS ANALYSE_NB_AVEC_388875#48223, analyse__nb_distinct#47274L AS ANALYSE_NB_DIST_388860#48224L, analyse__nb_leading_spaces#47278 AS ANALYSE_NB_LEAD_388864#48225, analyse__nb_leading_et_trailing#47280 AS ANALYSE_NB_LEAD_388866#48226, analyse__nb_lowercase_only#47291 AS ANALYSE_NB_LOWE_388877#48227, analyse__nb_mixte_case#47292 AS ANALYSE_NB_MIXT_388878#48228, analyse__nb_negatif#47310 AS ANALYSE_NB_NEGA_388896#48229, analyse__nb_non_null#47273L AS ANALYSE_NB_NON__388859#48230L, analyse__nb_null_nan#47271L AS ANALYSE_NB_NULL_388857#48231L, analyse__nb_outliers_iqr#47307 AS ANALYSE_NB_OUTL_388893#48232, analyse__nb_semaine#47320 AS ANALYSE_NB_SEMA_388906#48233, analyse__nb_total#47270L AS ANALYSE_NB_TOTA_388856#48234L, analyse__nb_trailing_spaces#47279 AS ANALYSE_NB_TRAI_388865#48235, analyse__nb_uppercase_only#47290 AS ANALYSE_NB_UPPE_388876#48236, analyse__nb_vide#47275 AS ANALYSE_NB_VIDE_388861#48237, analyse__nb_weekend#47319 AS ANALYSE_NB_WEEK_388905#48238, analyse__nb_whitespace_only#47277 AS ANALYSE_NB_WHIT_388863#48239, analyse__nb_zero#47309 AS ANALYSE_NB_ZERO_388895#48240, analyse__pct_null_nan#47272 AS ANALYSE_PCT_NUL_388858#48241, analyse__pct_outliers_iqr#47308 AS ANALYSE_PCT_OUT_388894#48242, analyse__pct_vide#47276 AS ANALYSE_PCT_VID_388862#48243, analyse__q1#47303 AS ANALYSE_Q1_388889#48244, analyse__q3#47305 AS ANALYSE_Q3_388891#48245, analyse__skewness#47301 AS ANALYSE_SKEWNES_388887#48246, analyse__timezone#47318 AS ANALYSE_TIMEZON_388904#48247, analyse__top_10_valeurs#47293 AS ANALYSE_TOP_10__388879#48248, analyse__valeur_min_alpha#47286 AS ANALYSE_VALEUR__388872#48249, analyse__valeur_max_alpha#47287 AS ANALYSE_VALEUR__388873#48250, analyse__variance#47299 AS ANALYSE_VARIANC_388885#48251, colonne#47267 AS COLONNE_388853#48252, dtype_pandas#47268 AS DTYPE_PANDAS_388854#48253, type_infere#47269 AS TYPE_INFERE_388855#48254]
Input [58]: [colonne#47267, dtype_pandas#47268, type_infere#47269, analyse__nb_total#47270L, analyse__nb_null_nan#47271L, analyse__pct_null_nan#47272, analyse__nb_non_null#47273L, analyse__nb_distinct#47274L, analyse__nb_vide#47275, analyse__pct_vide#47276, analyse__nb_whitespace_only#47277, analyse__nb_leading_spaces#47278, analyse__nb_trailing_spaces#47279, analyse__nb_leading_et_trailing#47280, analyse__longueur_min#47281, analyse__longueur_max#47282, analyse__longueur_moyenne#47283, analyse__longueur_mediane#47284, analyse__longueur_ecart_type#47285, analyse__valeur_min_alpha#47286, analyse__valeur_max_alpha#47287, analyse__nb_avec_chiffre#47288, analyse__nb_avec_special#47289, analyse__nb_uppercase_only#47290, analyse__nb_lowercase_only#47291, analyse__nb_mixte_case#47292, analyse__top_10_valeurs#47293, analyse__min#47294, analyse__max#47295, analyse__etendue#47296, analyse__moyenne#47297, analyse__mediane#47298, analyse__variance#47299, analyse__ecart_type#47300, analyse__skewness#47301, analyse__kurtosis#47302, analyse__q1#47303, analyse__mediane_q2#47304, analyse__q3#47305, analyse__iqr#47306, analyse__nb_outliers_iqr#47307, analyse__pct_outliers_iqr#47308, analyse__nb_zero#47309, analyse__nb_negatif#47310, analyse__distribution_10_bins#47311, analyse__datetime_min#47312, analyse__datetime_max#47313, analyse__etendue_jours#47314, analyse__etendue_secondes_total#47315, analyse__annee_min#47316, analyse__annee_max#47317, analyse__timezone#47318, analyse__nb_weekend#47319, analyse__nb_semaine#47320, analyse__distribution_annee#47321, analyse__distribution_mois#47322, analyse__distribution_heure#47323, analyse__distribution_jour_semaine#47324]

(4) Scan parquet 
Output [58]: [colonne#47441, dtype_pandas#47442, type_infere#47443, analyse__nb_total#47444L, analyse__nb_null_nan#47445L, analyse__pct_null_nan#47446, analyse__nb_non_null#47447L, analyse__nb_distinct#47448L, analyse__nb_vide#47449, analyse__pct_vide#47450, analyse__nb_whitespace_only#47451, analyse__nb_leading_spaces#47452, analyse__nb_trailing_spaces#47453, analyse__nb_leading_et_trailing#47454, analyse__longueur_min#47455, analyse__longueur_max#47456, analyse__longueur_moyenne#47457, analyse__longueur_mediane#47458, analyse__longueur_ecart_type#47459, analyse__valeur_min_alpha#47460, analyse__valeur_max_alpha#47461, analyse__nb_avec_chiffre#47462, analyse__nb_avec_special#47463, analyse__nb_uppercase_only#47464, analyse__nb_lowercase_only#47465, analyse__nb_mixte_case#47466, analyse__top_10_valeurs#47467, analyse__min#47468, analyse__max#47469, analyse__etendue#47470, analyse__moyenne#47471, analyse__mediane#47472, analyse__variance#47473, analyse__ecart_type#47474, analyse__skewness#47475, analyse__kurtosis#47476, analyse__q1#47477, analyse__mediane_q2#47478, analyse__q3#47479, analyse__iqr#47480, analyse__nb_outliers_iqr#47481, analyse__pct_outliers_iqr#47482, analyse__nb_zero#47483, analyse__nb_negatif#47484, analyse__distribution_10_bins#47485, analyse__datetime_min#47486, analyse__datetime_max#47487, analyse__etendue_jours#47488, analyse__etendue_secondes_total#47489, analyse__annee_min#47490, analyse__annee_max#47491, analyse__timezone#47492, analyse__nb_weekend#47493, analyse__nb_semaine#47494, analyse__distribution_annee#47495, analyse__distribution_mois#47496, analyse__distribution_heure#47497, analyse__distribution_jour_semaine#47498]
Batched: true
Location: InMemoryFileIndex [file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/current/pydc_jnp6q5t6.parquet]
ReadSchema: struct<colonne:string,dtype_pandas:string,type_infere:string,analyse__nb_total:bigint,analyse__nb_null_nan:bigint,analyse__pct_null_nan:double,analyse__nb_non_null:bigint,analyse__nb_distinct:bigint,analyse__nb_vide:double,analyse__pct_vide:double,analyse__nb_whitespace_only:double,analyse__nb_leading_spaces:double,analyse__nb_trailing_spaces:double,analyse__nb_leading_et_trailing:double,analyse__longueur_min:double,analyse__longueur_max:double,analyse__longueur_moyenne:double,analyse__longueur_mediane:double,analyse__longueur_ecart_type:double,analyse__valeur_min_alpha:string,analyse__valeur_max_alpha:string,analyse__nb_avec_chiffre:double,analyse__nb_avec_special:double,analyse__nb_uppercase_only:double,analyse__nb_lowercase_only:double,analyse__nb_mixte_case:double,analyse__top_10_valeurs:string,analyse__min:double,analyse__max:double,analyse__etendue:double,analyse__moyenne:double,analyse__mediane:double,analyse__variance:double,analyse__ecart_type:double,analyse__skewness:double,analyse__kurtosis:double,analyse__q1:double,analyse__mediane_q2:double,analyse__q3:double,analyse__iqr:double,analyse__nb_outliers_iqr:double,analyse__pct_outliers_iqr:double,analyse__nb_zero:double,analyse__nb_negatif:double,analyse__distribution_10_bins:string,analyse__datetime_min:string,analyse__datetime_max:string,analyse__etendue_jours:double,analyse__etendue_secondes_total:double,analyse__annee_min:double,analyse__annee_max:double,analyse__timezone:string,analyse__nb_weekend:double,analyse__nb_semaine:double,analyse__distribution_annee:string,analyse__distribution_mois:string,analyse__distribution_heure:string,analyse__distribution_jour_semaine:string>

(5) ColumnarToRow [codegen id : 2]
Input [58]: [colonne#47441, dtype_pandas#47442, type_infere#47443, analyse__nb_total#47444L, analyse__nb_null_nan#47445L, analyse__pct_null_nan#47446, analyse__nb_non_null#47447L, analyse__nb_distinct#47448L, analyse__nb_vide#47449, analyse__pct_vide#47450, analyse__nb_whitespace_only#47451, analyse__nb_leading_spaces#47452, analyse__nb_trailing_spaces#47453, analyse__nb_leading_et_trailing#47454, analyse__longueur_min#47455, analyse__longueur_max#47456, analyse__longueur_moyenne#47457, analyse__longueur_mediane#47458, analyse__longueur_ecart_type#47459, analyse__valeur_min_alpha#47460, analyse__valeur_max_alpha#47461, analyse__nb_avec_chiffre#47462, analyse__nb_avec_special#47463, analyse__nb_uppercase_only#47464, analyse__nb_lowercase_only#47465, analyse__nb_mixte_case#47466, analyse__top_10_valeurs#47467, analyse__min#47468, analyse__max#47469, analyse__etendue#47470, analyse__moyenne#47471, analyse__mediane#47472, analyse__variance#47473, analyse__ecart_type#47474, analyse__skewness#47475, analyse__kurtosis#47476, analyse__q1#47477, analyse__mediane_q2#47478, analyse__q3#47479, analyse__iqr#47480, analyse__nb_outliers_iqr#47481, analyse__pct_outliers_iqr#47482, analyse__nb_zero#47483, analyse__nb_negatif#47484, analyse__distribution_10_bins#47485, analyse__datetime_min#47486, analyse__datetime_max#47487, analyse__etendue_jours#47488, analyse__etendue_secondes_total#47489, analyse__annee_min#47490, analyse__annee_max#47491, analyse__timezone#47492, analyse__nb_weekend#47493, analyse__nb_semaine#47494, analyse__distribution_annee#47495, analyse__distribution_mois#47496, analyse__distribution_heure#47497, analyse__distribution_jour_semaine#47498]

(6) Project [codegen id : 2]
Output [58]: [analyse__annee_min#47490 AS ANALYSE_ANNEE_M_388902#49302, analyse__annee_max#47491 AS ANALYSE_ANNEE_M_388903#49303, analyse__datetime_min#47486 AS ANALYSE_DATETIM_388898#49304, analyse__datetime_max#47487 AS ANALYSE_DATETIM_388899#49305, analyse__distribution_10_bins#47485 AS ANALYSE_DISTRIB_388897#49306, analyse__distribution_annee#47495 AS ANALYSE_DISTRIB_388907#49307, analyse__distribution_mois#47496 AS ANALYSE_DISTRIB_388908#49308, analyse__distribution_heure#47497 AS ANALYSE_DISTRIB_388909#49309, analyse__distribution_jour_semaine#47498 AS ANALYSE_DISTRIB_388910#49310, analyse__ecart_type#47474 AS ANALYSE_ECART_T_388886#49311, analyse__etendue#47470 AS ANALYSE_ETENDUE_388882#49312, analyse__etendue_jours#47488 AS ANALYSE_ETENDUE_388900#49313, analyse__etendue_secondes_total#47489 AS ANALYSE_ETENDUE_388901#49314, analyse__iqr#47480 AS ANALYSE_IQR_388892#49315, analyse__kurtosis#47476 AS ANALYSE_KURTOSI_388888#49316, analyse__longueur_min#47455 AS ANALYSE_LONGUEU_388867#49317, analyse__longueur_max#47456 AS ANALYSE_LONGUEU_388868#49318, analyse__longueur_moyenne#47457 AS ANALYSE_LONGUEU_388869#49319, analyse__longueur_mediane#47458 AS ANALYSE_LONGUEU_388870#49320, analyse__longueur_ecart_type#47459 AS ANALYSE_LONGUEU_388871#49321, analyse__max#47469 AS ANALYSE_MAX_388881#49322, analyse__mediane#47472 AS ANALYSE_MEDIANE_388884#49323, analyse__mediane_q2#47478 AS ANALYSE_MEDIANE_388890#49324, analyse__min#47468 AS ANALYSE_MIN_388880#49325, analyse__moyenne#47471 AS ANALYSE_MOYENNE_388883#49326, analyse__nb_avec_chiffre#47462 AS ANALYSE_NB_AVEC_388874#49327, analyse__nb_avec_special#47463 AS ANALYSE_NB_AVEC_388875#49328, analyse__nb_distinct#47448L AS ANALYSE_NB_DIST_388860#49329L, analyse__nb_leading_spaces#47452 AS ANALYSE_NB_LEAD_388864#49330, analyse__nb_leading_et_trailing#47454 AS ANALYSE_NB_LEAD_388866#49331, analyse__nb_lowercase_only#47465 AS ANALYSE_NB_LOWE_388877#49332, analyse__nb_mixte_case#47466 AS ANALYSE_NB_MIXT_388878#49333, analyse__nb_negatif#47484 AS ANALYSE_NB_NEGA_388896#49334, analyse__nb_non_null#47447L AS ANALYSE_NB_NON__388859#49335L, analyse__nb_null_nan#47445L AS ANALYSE_NB_NULL_388857#49336L, analyse__nb_outliers_iqr#47481 AS ANALYSE_NB_OUTL_388893#49337, analyse__nb_semaine#47494 AS ANALYSE_NB_SEMA_388906#49338, analyse__nb_total#47444L AS ANALYSE_NB_TOTA_388856#49339L, analyse__nb_trailing_spaces#47453 AS ANALYSE_NB_TRAI_388865#49340, analyse__nb_uppercase_only#47464 AS ANALYSE_NB_UPPE_388876#49341, analyse__nb_vide#47449 AS ANALYSE_NB_VIDE_388861#49342, analyse__nb_weekend#47493 AS ANALYSE_NB_WEEK_388905#49343, analyse__nb_whitespace_only#47451 AS ANALYSE_NB_WHIT_388863#49344, analyse__nb_zero#47483 AS ANALYSE_NB_ZERO_388895#49345, analyse__pct_null_nan#47446 AS ANALYSE_PCT_NUL_388858#49346, analyse__pct_outliers_iqr#47482 AS ANALYSE_PCT_OUT_388894#49347, analyse__pct_vide#47450 AS ANALYSE_PCT_VID_388862#49348, analyse__q1#47477 AS ANALYSE_Q1_388889#49349, analyse__q3#47479 AS ANALYSE_Q3_388891#49350, analyse__skewness#47475 AS ANALYSE_SKEWNES_388887#49351, analyse__timezone#47492 AS ANALYSE_TIMEZON_388904#49352, analyse__top_10_valeurs#47467 AS ANALYSE_TOP_10__388879#49353, analyse__valeur_min_alpha#47460 AS ANALYSE_VALEUR__388872#49354, analyse__valeur_max_alpha#47461 AS ANALYSE_VALEUR__388873#49355, analyse__variance#47473 AS ANALYSE_VARIANC_388885#49356, colonne#47441 AS COLONNE_388853#49357, dtype_pandas#47442 AS DTYPE_PANDAS_388854#49358, type_infere#47443 AS TYPE_INFERE_388855#49359]
Input [58]: [colonne#47441, dtype_pandas#47442, type_infere#47443, analyse__nb_total#47444L, analyse__nb_null_nan#47445L, analyse__pct_null_nan#47446, analyse__nb_non_null#47447L, analyse__nb_distinct#47448L, analyse__nb_vide#47449, analyse__pct_vide#47450, analyse__nb_whitespace_only#47451, analyse__nb_leading_spaces#47452, analyse__nb_trailing_spaces#47453, analyse__nb_leading_et_trailing#47454, analyse__longueur_min#47455, analyse__longueur_max#47456, analyse__longueur_moyenne#47457, analyse__longueur_mediane#47458, analyse__longueur_ecart_type#47459, analyse__valeur_min_alpha#47460, analyse__valeur_max_alpha#47461, analyse__nb_avec_chiffre#47462, analyse__nb_avec_special#47463, analyse__nb_uppercase_only#47464, analyse__nb_lowercase_only#47465, analyse__nb_mixte_case#47466, analyse__top_10_valeurs#47467, analyse__min#47468, analyse__max#47469, analyse__etendue#47470, analyse__moyenne#47471, analyse__mediane#47472, analyse__variance#47473, analyse__ecart_type#47474, analyse__skewness#47475, analyse__kurtosis#47476, analyse__q1#47477, analyse__mediane_q2#47478, analyse__q3#47479, analyse__iqr#47480, analyse__nb_outliers_iqr#47481, analyse__pct_outliers_iqr#47482, analyse__nb_zero#47483, analyse__nb_negatif#47484, analyse__distribution_10_bins#47485, analyse__datetime_min#47486, analyse__datetime_max#47487, analyse__etendue_jours#47488, analyse__etendue_secondes_total#47489, analyse__annee_min#47490, analyse__annee_max#47491, analyse__timezone#47492, analyse__nb_weekend#47493, analyse__nb_semaine#47494, analyse__distribution_annee#47495, analyse__distribution_mois#47496, analyse__distribution_heure#47497, analyse__distribution_jour_semaine#47498]

(7) Scan parquet 
Output [58]: [colonne#47674, dtype_pandas#47675, type_infere#47676, analyse__nb_total#47677L, analyse__nb_null_nan#47678L, analyse__pct_null_nan#47679, analyse__nb_non_null#47680L, analyse__nb_distinct#47681L, analyse__nb_vide#47682, analyse__pct_vide#47683, analyse__nb_whitespace_only#47684, analyse__nb_leading_spaces#47685, analyse__nb_trailing_spaces#47686, analyse__nb_leading_et_trailing#47687, analyse__longueur_min#47688, analyse__longueur_max#47689, analyse__longueur_moyenne#47690, analyse__longueur_mediane#47691, analyse__longueur_ecart_type#47692, analyse__valeur_min_alpha#47693, analyse__valeur_max_alpha#47694, analyse__nb_avec_chiffre#47695, analyse__nb_avec_special#47696, analyse__nb_uppercase_only#47697, analyse__nb_lowercase_only#47698, analyse__nb_mixte_case#47699, analyse__top_10_valeurs#47700, analyse__min#47701, analyse__max#47702, analyse__etendue#47703, analyse__moyenne#47704, analyse__mediane#47705, analyse__variance#47706, analyse__ecart_type#47707, analyse__skewness#47708, analyse__kurtosis#47709, analyse__q1#47710, analyse__mediane_q2#47711, analyse__q3#47712, analyse__iqr#47713, analyse__nb_outliers_iqr#47714, analyse__pct_outliers_iqr#47715, analyse__nb_zero#47716, analyse__nb_negatif#47717, analyse__distribution_10_bins#47718, analyse__datetime_min#47719, analyse__datetime_max#47720, analyse__etendue_jours#47721, analyse__etendue_secondes_total#47722, analyse__annee_min#47723, analyse__annee_max#47724, analyse__timezone#47725, analyse__nb_weekend#47726, analyse__nb_semaine#47727, analyse__distribution_annee#47728, analyse__distribution_mois#47729, analyse__distribution_heure#47730, analyse__distribution_jour_semaine#47731]
Batched: true
Location: InMemoryFileIndex [file:/data/input/depot/parquet/execution/BIO_PAT_API_QUALITY_REPORT/current/pydc_uxffhq8p.parquet]
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(8) ColumnarToRow [codegen id : 3]
Input [58]: [colonne#47674, dtype_pandas#47675, type_infere#47676, analyse__nb_total#47677L, analyse__nb_null_nan#47678L, analyse__pct_null_nan#47679, analyse__nb_non_null#47680L, analyse__nb_distinct#47681L, analyse__nb_vide#47682, analyse__pct_vide#47683, analyse__nb_whitespace_only#47684, analyse__nb_leading_spaces#47685, analyse__nb_trailing_spaces#47686, analyse__nb_leading_et_trailing#47687, analyse__longueur_min#47688, analyse__longueur_max#47689, analyse__longueur_moyenne#47690, analyse__longueur_mediane#47691, analyse__longueur_ecart_type#47692, analyse__valeur_min_alpha#47693, analyse__valeur_max_alpha#47694, analyse__nb_avec_chiffre#47695, analyse__nb_avec_special#47696, analyse__nb_uppercase_only#47697, analyse__nb_lowercase_only#47698, analyse__nb_mixte_case#47699, analyse__top_10_valeurs#47700, analyse__min#47701, analyse__max#47702, analyse__etendue#47703, analyse__moyenne#47704, analyse__mediane#47705, analyse__variance#47706, analyse__ecart_type#47707, analyse__skewness#47708, analyse__kurtosis#47709, analyse__q1#47710, analyse__mediane_q2#47711, analyse__q3#47712, analyse__iqr#47713, analyse__nb_outliers_iqr#47714, analyse__pct_outliers_iqr#47715, analyse__nb_zero#47716, analyse__nb_negatif#47717, analyse__distribution_10_bins#47718, analyse__datetime_min#47719, analyse__datetime_max#47720, analyse__etendue_jours#47721, analyse__etendue_secondes_total#47722, analyse__annee_min#47723, analyse__annee_max#47724, analyse__timezone#47725, analyse__nb_weekend#47726, analyse__nb_semaine#47727, analyse__distribution_annee#47728, analyse__distribution_mois#47729, analyse__distribution_heure#47730, analyse__distribution_jour_semaine#47731]

(9) Project [codegen id : 3]
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(10) Union

(11) HashAggregate [codegen id : 4]
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Functions: []
Aggregate Attributes: []
Results [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]

(12) Exchange
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Arguments: hashpartitioning(ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ... 35 more fields), ENSURE_REQUIREMENTS, [plan_id=12039]

(13) ShuffleQueryStage
Output [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Arguments: 0

(14) AQEShuffleRead
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Arguments: coalesced

(15) HashAggregate [codegen id : 5]
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Keys [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Functions: []
Aggregate Attributes: []
Results: []

(16) HashAggregate [codegen id : 5]
Input: []
Keys: []
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#49418L]
Results [1]: [count#49419L]

(17) Exchange
Input [1]: [count#49419L]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=12088]

(18) ShuffleQueryStage
Output [1]: [count#49419L]
Arguments: 1

(19) HashAggregate [codegen id : 6]
Input [1]: [count#49419L]
Keys: []
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#49183L]
Results [1]: [count(1)#49183L AS count#49184L]

(20) Project
Output [58]: [analyse__annee_min#47316 AS ANALYSE_ANNEE_M_388902#48197, analyse__annee_max#47317 AS ANALYSE_ANNEE_M_388903#48198, analyse__datetime_min#47312 AS ANALYSE_DATETIM_388898#48199, analyse__datetime_max#47313 AS ANALYSE_DATETIM_388899#48200, analyse__distribution_10_bins#47311 AS ANALYSE_DISTRIB_388897#48201, analyse__distribution_annee#47321 AS ANALYSE_DISTRIB_388907#48202, analyse__distribution_mois#47322 AS ANALYSE_DISTRIB_388908#48203, analyse__distribution_heure#47323 AS ANALYSE_DISTRIB_388909#48204, analyse__distribution_jour_semaine#47324 AS ANALYSE_DISTRIB_388910#48205, analyse__ecart_type#47300 AS ANALYSE_ECART_T_388886#48206, analyse__etendue#47296 AS ANALYSE_ETENDUE_388882#48207, analyse__etendue_jours#47314 AS ANALYSE_ETENDUE_388900#48208, analyse__etendue_secondes_total#47315 AS ANALYSE_ETENDUE_388901#48209, analyse__iqr#47306 AS ANALYSE_IQR_388892#48210, analyse__kurtosis#47302 AS ANALYSE_KURTOSI_388888#48211, analyse__longueur_min#47281 AS ANALYSE_LONGUEU_388867#48212, analyse__longueur_max#47282 AS ANALYSE_LONGUEU_388868#48213, analyse__longueur_moyenne#47283 AS ANALYSE_LONGUEU_388869#48214, analyse__longueur_mediane#47284 AS ANALYSE_LONGUEU_388870#48215, analyse__longueur_ecart_type#47285 AS ANALYSE_LONGUEU_388871#48216, analyse__max#47295 AS ANALYSE_MAX_388881#48217, analyse__mediane#47298 AS ANALYSE_MEDIANE_388884#48218, analyse__mediane_q2#47304 AS ANALYSE_MEDIANE_388890#48219, analyse__min#47294 AS ANALYSE_MIN_388880#48220, analyse__moyenne#47297 AS ANALYSE_MOYENNE_388883#48221, analyse__nb_avec_chiffre#47288 AS ANALYSE_NB_AVEC_388874#48222, analyse__nb_avec_special#47289 AS ANALYSE_NB_AVEC_388875#48223, analyse__nb_distinct#47274L AS ANALYSE_NB_DIST_388860#48224L, analyse__nb_leading_spaces#47278 AS ANALYSE_NB_LEAD_388864#48225, analyse__nb_leading_et_trailing#47280 AS ANALYSE_NB_LEAD_388866#48226, analyse__nb_lowercase_only#47291 AS ANALYSE_NB_LOWE_388877#48227, analyse__nb_mixte_case#47292 AS ANALYSE_NB_MIXT_388878#48228, analyse__nb_negatif#47310 AS ANALYSE_NB_NEGA_388896#48229, analyse__nb_non_null#47273L AS ANALYSE_NB_NON__388859#48230L, analyse__nb_null_nan#47271L AS ANALYSE_NB_NULL_388857#48231L, analyse__nb_outliers_iqr#47307 AS ANALYSE_NB_OUTL_388893#48232, analyse__nb_semaine#47320 AS ANALYSE_NB_SEMA_388906#48233, analyse__nb_total#47270L AS ANALYSE_NB_TOTA_388856#48234L, analyse__nb_trailing_spaces#47279 AS ANALYSE_NB_TRAI_388865#48235, analyse__nb_uppercase_only#47290 AS ANALYSE_NB_UPPE_388876#48236, analyse__nb_vide#47275 AS ANALYSE_NB_VIDE_388861#48237, analyse__nb_weekend#47319 AS ANALYSE_NB_WEEK_388905#48238, analyse__nb_whitespace_only#47277 AS ANALYSE_NB_WHIT_388863#48239, analyse__nb_zero#47309 AS ANALYSE_NB_ZERO_388895#48240, analyse__pct_null_nan#47272 AS ANALYSE_PCT_NUL_388858#48241, analyse__pct_outliers_iqr#47308 AS ANALYSE_PCT_OUT_388894#48242, analyse__pct_vide#47276 AS ANALYSE_PCT_VID_388862#48243, analyse__q1#47303 AS ANALYSE_Q1_388889#48244, analyse__q3#47305 AS ANALYSE_Q3_388891#48245, analyse__skewness#47301 AS ANALYSE_SKEWNES_388887#48246, analyse__timezone#47318 AS ANALYSE_TIMEZON_388904#48247, analyse__top_10_valeurs#47293 AS ANALYSE_TOP_10__388879#48248, analyse__valeur_min_alpha#47286 AS ANALYSE_VALEUR__388872#48249, analyse__valeur_max_alpha#47287 AS ANALYSE_VALEUR__388873#48250, analyse__variance#47299 AS ANALYSE_VARIANC_388885#48251, colonne#47267 AS COLONNE_388853#48252, dtype_pandas#47268 AS DTYPE_PANDAS_388854#48253, type_infere#47269 AS TYPE_INFERE_388855#48254]
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(21) Project
Output [58]: [analyse__annee_min#47490 AS ANALYSE_ANNEE_M_388902#49302, analyse__annee_max#47491 AS ANALYSE_ANNEE_M_388903#49303, analyse__datetime_min#47486 AS ANALYSE_DATETIM_388898#49304, analyse__datetime_max#47487 AS ANALYSE_DATETIM_388899#49305, analyse__distribution_10_bins#47485 AS ANALYSE_DISTRIB_388897#49306, analyse__distribution_annee#47495 AS ANALYSE_DISTRIB_388907#49307, analyse__distribution_mois#47496 AS ANALYSE_DISTRIB_388908#49308, analyse__distribution_heure#47497 AS ANALYSE_DISTRIB_388909#49309, analyse__distribution_jour_semaine#47498 AS ANALYSE_DISTRIB_388910#49310, analyse__ecart_type#47474 AS ANALYSE_ECART_T_388886#49311, analyse__etendue#47470 AS ANALYSE_ETENDUE_388882#49312, analyse__etendue_jours#47488 AS ANALYSE_ETENDUE_388900#49313, analyse__etendue_secondes_total#47489 AS ANALYSE_ETENDUE_388901#49314, analyse__iqr#47480 AS ANALYSE_IQR_388892#49315, analyse__kurtosis#47476 AS ANALYSE_KURTOSI_388888#49316, analyse__longueur_min#47455 AS ANALYSE_LONGUEU_388867#49317, analyse__longueur_max#47456 AS ANALYSE_LONGUEU_388868#49318, analyse__longueur_moyenne#47457 AS ANALYSE_LONGUEU_388869#49319, analyse__longueur_mediane#47458 AS ANALYSE_LONGUEU_388870#49320, analyse__longueur_ecart_type#47459 AS ANALYSE_LONGUEU_388871#49321, analyse__max#47469 AS ANALYSE_MAX_388881#49322, analyse__mediane#47472 AS ANALYSE_MEDIANE_388884#49323, analyse__mediane_q2#47478 AS ANALYSE_MEDIANE_388890#49324, analyse__min#47468 AS ANALYSE_MIN_388880#49325, analyse__moyenne#47471 AS ANALYSE_MOYENNE_388883#49326, analyse__nb_avec_chiffre#47462 AS ANALYSE_NB_AVEC_388874#49327, analyse__nb_avec_special#47463 AS ANALYSE_NB_AVEC_388875#49328, analyse__nb_distinct#47448L AS ANALYSE_NB_DIST_388860#49329L, analyse__nb_leading_spaces#47452 AS ANALYSE_NB_LEAD_388864#49330, analyse__nb_leading_et_trailing#47454 AS ANALYSE_NB_LEAD_388866#49331, analyse__nb_lowercase_only#47465 AS ANALYSE_NB_LOWE_388877#49332, analyse__nb_mixte_case#47466 AS ANALYSE_NB_MIXT_388878#49333, analyse__nb_negatif#47484 AS ANALYSE_NB_NEGA_388896#49334, analyse__nb_non_null#47447L AS ANALYSE_NB_NON__388859#49335L, analyse__nb_null_nan#47445L AS ANALYSE_NB_NULL_388857#49336L, analyse__nb_outliers_iqr#47481 AS ANALYSE_NB_OUTL_388893#49337, analyse__nb_semaine#47494 AS ANALYSE_NB_SEMA_388906#49338, analyse__nb_total#47444L AS ANALYSE_NB_TOTA_388856#49339L, analyse__nb_trailing_spaces#47453 AS ANALYSE_NB_TRAI_388865#49340, analyse__nb_uppercase_only#47464 AS ANALYSE_NB_UPPE_388876#49341, analyse__nb_vide#47449 AS ANALYSE_NB_VIDE_388861#49342, analyse__nb_weekend#47493 AS ANALYSE_NB_WEEK_388905#49343, analyse__nb_whitespace_only#47451 AS ANALYSE_NB_WHIT_388863#49344, analyse__nb_zero#47483 AS ANALYSE_NB_ZERO_388895#49345, analyse__pct_null_nan#47446 AS ANALYSE_PCT_NUL_388858#49346, analyse__pct_outliers_iqr#47482 AS ANALYSE_PCT_OUT_388894#49347, analyse__pct_vide#47450 AS ANALYSE_PCT_VID_388862#49348, analyse__q1#47477 AS ANALYSE_Q1_388889#49349, analyse__q3#47479 AS ANALYSE_Q3_388891#49350, analyse__skewness#47475 AS ANALYSE_SKEWNES_388887#49351, analyse__timezone#47492 AS ANALYSE_TIMEZON_388904#49352, analyse__top_10_valeurs#47467 AS ANALYSE_TOP_10__388879#49353, analyse__valeur_min_alpha#47460 AS ANALYSE_VALEUR__388872#49354, analyse__valeur_max_alpha#47461 AS ANALYSE_VALEUR__388873#49355, analyse__variance#47473 AS ANALYSE_VARIANC_388885#49356, colonne#47441 AS COLONNE_388853#49357, dtype_pandas#47442 AS DTYPE_PANDAS_388854#49358, type_infere#47443 AS TYPE_INFERE_388855#49359]
Input [58]: [colonne#47441, dtype_pandas#47442, type_infere#47443, analyse__nb_total#47444L, analyse__nb_null_nan#47445L, analyse__pct_null_nan#47446, analyse__nb_non_null#47447L, analyse__nb_distinct#47448L, analyse__nb_vide#47449, analyse__pct_vide#47450, analyse__nb_whitespace_only#47451, analyse__nb_leading_spaces#47452, analyse__nb_trailing_spaces#47453, analyse__nb_leading_et_trailing#47454, analyse__longueur_min#47455, analyse__longueur_max#47456, analyse__longueur_moyenne#47457, analyse__longueur_mediane#47458, analyse__longueur_ecart_type#47459, analyse__valeur_min_alpha#47460, analyse__valeur_max_alpha#47461, analyse__nb_avec_chiffre#47462, analyse__nb_avec_special#47463, analyse__nb_uppercase_only#47464, analyse__nb_lowercase_only#47465, analyse__nb_mixte_case#47466, analyse__top_10_valeurs#47467, analyse__min#47468, analyse__max#47469, analyse__etendue#47470, analyse__moyenne#47471, analyse__mediane#47472, analyse__variance#47473, analyse__ecart_type#47474, analyse__skewness#47475, analyse__kurtosis#47476, analyse__q1#47477, analyse__mediane_q2#47478, analyse__q3#47479, analyse__iqr#47480, analyse__nb_outliers_iqr#47481, analyse__pct_outliers_iqr#47482, analyse__nb_zero#47483, analyse__nb_negatif#47484, analyse__distribution_10_bins#47485, analyse__datetime_min#47486, analyse__datetime_max#47487, analyse__etendue_jours#47488, analyse__etendue_secondes_total#47489, analyse__annee_min#47490, analyse__annee_max#47491, analyse__timezone#47492, analyse__nb_weekend#47493, analyse__nb_semaine#47494, analyse__distribution_annee#47495, analyse__distribution_mois#47496, analyse__distribution_heure#47497, analyse__distribution_jour_semaine#47498]

(22) Project
Output [58]: [analyse__annee_min#47723 AS ANALYSE_ANNEE_M_388902#49360, analyse__annee_max#47724 AS ANALYSE_ANNEE_M_388903#49361, analyse__datetime_min#47719 AS ANALYSE_DATETIM_388898#49362, analyse__datetime_max#47720 AS ANALYSE_DATETIM_388899#49363, analyse__distribution_10_bins#47718 AS ANALYSE_DISTRIB_388897#49364, analyse__distribution_annee#47728 AS ANALYSE_DISTRIB_388907#49365, analyse__distribution_mois#47729 AS ANALYSE_DISTRIB_388908#49366, analyse__distribution_heure#47730 AS ANALYSE_DISTRIB_388909#49367, analyse__distribution_jour_semaine#47731 AS ANALYSE_DISTRIB_388910#49368, analyse__ecart_type#47707 AS ANALYSE_ECART_T_388886#49369, analyse__etendue#47703 AS ANALYSE_ETENDUE_388882#49370, analyse__etendue_jours#47721 AS ANALYSE_ETENDUE_388900#49371, analyse__etendue_secondes_total#47722 AS ANALYSE_ETENDUE_388901#49372, analyse__iqr#47713 AS ANALYSE_IQR_388892#49373, analyse__kurtosis#47709 AS ANALYSE_KURTOSI_388888#49374, analyse__longueur_min#47688 AS ANALYSE_LONGUEU_388867#49375, analyse__longueur_max#47689 AS ANALYSE_LONGUEU_388868#49376, analyse__longueur_moyenne#47690 AS ANALYSE_LONGUEU_388869#49377, analyse__longueur_mediane#47691 AS ANALYSE_LONGUEU_388870#49378, analyse__longueur_ecart_type#47692 AS ANALYSE_LONGUEU_388871#49379, analyse__max#47702 AS ANALYSE_MAX_388881#49380, analyse__mediane#47705 AS ANALYSE_MEDIANE_388884#49381, analyse__mediane_q2#47711 AS ANALYSE_MEDIANE_388890#49382, analyse__min#47701 AS ANALYSE_MIN_388880#49383, analyse__moyenne#47704 AS ANALYSE_MOYENNE_388883#49384, analyse__nb_avec_chiffre#47695 AS ANALYSE_NB_AVEC_388874#49385, analyse__nb_avec_special#47696 AS ANALYSE_NB_AVEC_388875#49386, analyse__nb_distinct#47681L AS ANALYSE_NB_DIST_388860#49387L, analyse__nb_leading_spaces#47685 AS ANALYSE_NB_LEAD_388864#49388, analyse__nb_leading_et_trailing#47687 AS ANALYSE_NB_LEAD_388866#49389, analyse__nb_lowercase_only#47698 AS ANALYSE_NB_LOWE_388877#49390, analyse__nb_mixte_case#47699 AS ANALYSE_NB_MIXT_388878#49391, analyse__nb_negatif#47717 AS ANALYSE_NB_NEGA_388896#49392, analyse__nb_non_null#47680L AS ANALYSE_NB_NON__388859#49393L, analyse__nb_null_nan#47678L AS ANALYSE_NB_NULL_388857#49394L, analyse__nb_outliers_iqr#47714 AS ANALYSE_NB_OUTL_388893#49395, analyse__nb_semaine#47727 AS ANALYSE_NB_SEMA_388906#49396, analyse__nb_total#47677L AS ANALYSE_NB_TOTA_388856#49397L, analyse__nb_trailing_spaces#47686 AS ANALYSE_NB_TRAI_388865#49398, analyse__nb_uppercase_only#47697 AS ANALYSE_NB_UPPE_388876#49399, analyse__nb_vide#47682 AS ANALYSE_NB_VIDE_388861#49400, analyse__nb_weekend#47726 AS ANALYSE_NB_WEEK_388905#49401, analyse__nb_whitespace_only#47684 AS ANALYSE_NB_WHIT_388863#49402, analyse__nb_zero#47716 AS ANALYSE_NB_ZERO_388895#49403, analyse__pct_null_nan#47679 AS ANALYSE_PCT_NUL_388858#49404, analyse__pct_outliers_iqr#47715 AS ANALYSE_PCT_OUT_388894#49405, analyse__pct_vide#47683 AS ANALYSE_PCT_VID_388862#49406, analyse__q1#47710 AS ANALYSE_Q1_388889#49407, analyse__q3#47712 AS ANALYSE_Q3_388891#49408, analyse__skewness#47708 AS ANALYSE_SKEWNES_388887#49409, analyse__timezone#47725 AS ANALYSE_TIMEZON_388904#49410, analyse__top_10_valeurs#47700 AS ANALYSE_TOP_10__388879#49411, analyse__valeur_min_alpha#47693 AS ANALYSE_VALEUR__388872#49412, analyse__valeur_max_alpha#47694 AS ANALYSE_VALEUR__388873#49413, analyse__variance#47706 AS ANALYSE_VARIANC_388885#49414, colonne#47674 AS COLONNE_388853#49415, dtype_pandas#47675 AS DTYPE_PANDAS_388854#49416, type_infere#47676 AS TYPE_INFERE_388855#49417]
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(23) Union

(24) HashAggregate
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Keys [58]: [knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ANNEE_M_388902#48197)) AS ANALYSE_ANNEE_M_388902#48197, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ANNEE_M_388903#48198)) AS ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ECART_T_388886#48206)) AS ANALYSE_ECART_T_388886#48206, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388882#48207)) AS ANALYSE_ETENDUE_388882#48207, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388900#48208)) AS ANALYSE_ETENDUE_388900#48208, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_ETENDUE_388901#48209)) AS ANALYSE_ETENDUE_388901#48209, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_IQR_388892#48210)) AS ANALYSE_IQR_388892#48210, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_KURTOSI_388888#48211)) AS ANALYSE_KURTOSI_388888#48211, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388867#48212)) AS ANALYSE_LONGUEU_388867#48212, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388868#48213)) AS ANALYSE_LONGUEU_388868#48213, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388869#48214)) AS ANALYSE_LONGUEU_388869#48214, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388870#48215)) AS ANALYSE_LONGUEU_388870#48215, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_LONGUEU_388871#48216)) AS ANALYSE_LONGUEU_388871#48216, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MAX_388881#48217)) AS ANALYSE_MAX_388881#48217, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MEDIANE_388884#48218)) AS ANALYSE_MEDIANE_388884#48218, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MEDIANE_388890#48219)) AS ANALYSE_MEDIANE_388890#48219, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MIN_388880#48220)) AS ANALYSE_MIN_388880#48220, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_MOYENNE_388883#48221)) AS ANALYSE_MOYENNE_388883#48221, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_AVEC_388874#48222)) AS ANALYSE_NB_AVEC_388874#48222, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_AVEC_388875#48223)) AS ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_LEAD_388864#48225)) AS ANALYSE_NB_LEAD_388864#48225, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_LEAD_388866#48226)) AS ANALYSE_NB_LEAD_388866#48226, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_LOWE_388877#48227)) AS ANALYSE_NB_LOWE_388877#48227, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_MIXT_388878#48228)) AS ANALYSE_NB_MIXT_388878#48228, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_NEGA_388896#48229)) AS ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_OUTL_388893#48232)) AS ANALYSE_NB_OUTL_388893#48232, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_SEMA_388906#48233)) AS ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_TRAI_388865#48235)) AS ANALYSE_NB_TRAI_388865#48235, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_UPPE_388876#48236)) AS ANALYSE_NB_UPPE_388876#48236, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_VIDE_388861#48237)) AS ANALYSE_NB_VIDE_388861#48237, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_WEEK_388905#48238)) AS ANALYSE_NB_WEEK_388905#48238, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_WHIT_388863#48239)) AS ANALYSE_NB_WHIT_388863#48239, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_NB_ZERO_388895#48240)) AS ANALYSE_NB_ZERO_388895#48240, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_PCT_NUL_388858#48241)) AS ANALYSE_PCT_NUL_388858#48241, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_PCT_OUT_388894#48242)) AS ANALYSE_PCT_OUT_388894#48242, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_PCT_VID_388862#48243)) AS ANALYSE_PCT_VID_388862#48243, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_Q1_388889#48244)) AS ANALYSE_Q1_388889#48244, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_Q3_388891#48245)) AS ANALYSE_Q3_388891#48245, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_SKEWNES_388887#48246)) AS ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, knownfloatingpointnormalized(normalizenanandzero(ANALYSE_VARIANC_388885#48251)) AS ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Functions: []
Aggregate Attributes: []
Results [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]

(25) Exchange
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Arguments: hashpartitioning(ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ... 35 more fields), ENSURE_REQUIREMENTS, [plan_id=11989]

(26) HashAggregate
Input [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Keys [58]: [ANALYSE_ANNEE_M_388902#48197, ANALYSE_ANNEE_M_388903#48198, ANALYSE_DATETIM_388898#48199, ANALYSE_DATETIM_388899#48200, ANALYSE_DISTRIB_388897#48201, ANALYSE_DISTRIB_388907#48202, ANALYSE_DISTRIB_388908#48203, ANALYSE_DISTRIB_388909#48204, ANALYSE_DISTRIB_388910#48205, ANALYSE_ECART_T_388886#48206, ANALYSE_ETENDUE_388882#48207, ANALYSE_ETENDUE_388900#48208, ANALYSE_ETENDUE_388901#48209, ANALYSE_IQR_388892#48210, ANALYSE_KURTOSI_388888#48211, ANALYSE_LONGUEU_388867#48212, ANALYSE_LONGUEU_388868#48213, ANALYSE_LONGUEU_388869#48214, ANALYSE_LONGUEU_388870#48215, ANALYSE_LONGUEU_388871#48216, ANALYSE_MAX_388881#48217, ANALYSE_MEDIANE_388884#48218, ANALYSE_MEDIANE_388890#48219, ANALYSE_MIN_388880#48220, ANALYSE_MOYENNE_388883#48221, ANALYSE_NB_AVEC_388874#48222, ANALYSE_NB_AVEC_388875#48223, ANALYSE_NB_DIST_388860#48224L, ANALYSE_NB_LEAD_388864#48225, ANALYSE_NB_LEAD_388866#48226, ANALYSE_NB_LOWE_388877#48227, ANALYSE_NB_MIXT_388878#48228, ANALYSE_NB_NEGA_388896#48229, ANALYSE_NB_NON__388859#48230L, ANALYSE_NB_NULL_388857#48231L, ANALYSE_NB_OUTL_388893#48232, ANALYSE_NB_SEMA_388906#48233, ANALYSE_NB_TOTA_388856#48234L, ANALYSE_NB_TRAI_388865#48235, ANALYSE_NB_UPPE_388876#48236, ANALYSE_NB_VIDE_388861#48237, ANALYSE_NB_WEEK_388905#48238, ANALYSE_NB_WHIT_388863#48239, ANALYSE_NB_ZERO_388895#48240, ANALYSE_PCT_NUL_388858#48241, ANALYSE_PCT_OUT_388894#48242, ANALYSE_PCT_VID_388862#48243, ANALYSE_Q1_388889#48244, ANALYSE_Q3_388891#48245, ANALYSE_SKEWNES_388887#48246, ANALYSE_TIMEZON_388904#48247, ANALYSE_TOP_10__388879#48248, ANALYSE_VALEUR__388872#48249, ANALYSE_VALEUR__388873#48250, ANALYSE_VARIANC_388885#48251, COLONNE_388853#48252, DTYPE_PANDAS_388854#48253, TYPE_INFERE_388855#48254]
Functions: []
Aggregate Attributes: []
Results: []

(27) HashAggregate
Input: []
Keys: []
Functions [1]: [partial_count(1)]
Aggregate Attributes [1]: [count#49418L]
Results [1]: [count#49419L]

(28) Exchange
Input [1]: [count#49419L]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=11993]

(29) HashAggregate
Input [1]: [count#49419L]
Keys: []
Functions [1]: [count(1)]
Aggregate Attributes [1]: [count(1)#49183L]
Results [1]: [count(1)#49183L AS count#49184L]

(30) AdaptiveSparkPlan
Output [1]: [count#49184L]
Arguments: isFinalPlan=true

SQL / DataFrame Properties

Name	Value
spark.sql.optimizer.nestedPredicatePushdown.supportedFileSources	parquet,orc,geoparquet