== Physical Plan ==
CollectLimit (4)
+- * Project (3)
+- * ColumnarToRow (2)
+- Scan parquet (1)
(1) Scan parquet
Output [58]: [colonne#39823, dtype_pandas#39824, type_infere#39825, analyse__nb_total#39826L, analyse__nb_null_nan#39827L, analyse__pct_null_nan#39828, analyse__nb_non_null#39829L, analyse__nb_distinct#39830L, analyse__nb_vide#39831, analyse__pct_vide#39832, analyse__nb_whitespace_only#39833, analyse__nb_leading_spaces#39834, analyse__nb_trailing_spaces#39835, analyse__nb_leading_et_trailing#39836, analyse__longueur_min#39837, analyse__longueur_max#39838, analyse__longueur_moyenne#39839, analyse__longueur_mediane#39840, analyse__longueur_ecart_type#39841, analyse__valeur_min_alpha#39842, analyse__valeur_max_alpha#39843, analyse__nb_avec_chiffre#39844, analyse__nb_avec_special#39845, analyse__nb_uppercase_only#39846, analyse__nb_lowercase_only#39847, analyse__nb_mixte_case#39848, analyse__top_10_valeurs#39849, analyse__min#39850, analyse__max#39851, analyse__etendue#39852, analyse__moyenne#39853, analyse__mediane#39854, analyse__variance#39855, analyse__ecart_type#39856, analyse__skewness#39857, analyse__kurtosis#39858, analyse__q1#39859, analyse__mediane_q2#39860, analyse__q3#39861, analyse__iqr#39862, analyse__nb_outliers_iqr#39863, analyse__pct_outliers_iqr#39864, analyse__nb_zero#39865, analyse__nb_negatif#39866, analyse__distribution_10_bins#39867, analyse__datetime_min#39868, analyse__datetime_max#39869, analyse__etendue_jours#39870, analyse__etendue_secondes_total#39871, analyse__annee_min#39872, analyse__annee_max#39873, analyse__timezone#39874, analyse__nb_weekend#39875, analyse__nb_semaine#39876, analyse__distribution_annee#39877, analyse__distribution_mois#39878, analyse__distribution_heure#39879, analyse__distribution_jour_semaine#39880]
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#39823, dtype_pandas#39824, type_infere#39825, analyse__nb_total#39826L, analyse__nb_null_nan#39827L, analyse__pct_null_nan#39828, analyse__nb_non_null#39829L, analyse__nb_distinct#39830L, analyse__nb_vide#39831, analyse__pct_vide#39832, analyse__nb_whitespace_only#39833, analyse__nb_leading_spaces#39834, analyse__nb_trailing_spaces#39835, analyse__nb_leading_et_trailing#39836, analyse__longueur_min#39837, analyse__longueur_max#39838, analyse__longueur_moyenne#39839, analyse__longueur_mediane#39840, analyse__longueur_ecart_type#39841, analyse__valeur_min_alpha#39842, analyse__valeur_max_alpha#39843, analyse__nb_avec_chiffre#39844, analyse__nb_avec_special#39845, analyse__nb_uppercase_only#39846, analyse__nb_lowercase_only#39847, analyse__nb_mixte_case#39848, analyse__top_10_valeurs#39849, analyse__min#39850, analyse__max#39851, analyse__etendue#39852, analyse__moyenne#39853, analyse__mediane#39854, analyse__variance#39855, analyse__ecart_type#39856, analyse__skewness#39857, analyse__kurtosis#39858, analyse__q1#39859, analyse__mediane_q2#39860, analyse__q3#39861, analyse__iqr#39862, analyse__nb_outliers_iqr#39863, analyse__pct_outliers_iqr#39864, analyse__nb_zero#39865, analyse__nb_negatif#39866, analyse__distribution_10_bins#39867, analyse__datetime_min#39868, analyse__datetime_max#39869, analyse__etendue_jours#39870, analyse__etendue_secondes_total#39871, analyse__annee_min#39872, analyse__annee_max#39873, analyse__timezone#39874, analyse__nb_weekend#39875, analyse__nb_semaine#39876, analyse__distribution_annee#39877, analyse__distribution_mois#39878, analyse__distribution_heure#39879, analyse__distribution_jour_semaine#39880]
(3) Project [codegen id : 1]
Output [58]: [colonne#39823 AS COL_COLONNE_388853#40752, dtype_pandas#39824 AS COL_DTYPE_PANDAS_388854#40753, type_infere#39825 AS COL_TYPE_INFERE_388855#40754, analyse__nb_total#39826L AS COL_ANALYSE_NB_TOTA_388856#40755L, analyse__nb_null_nan#39827L AS COL_ANALYSE_NB_NULL_388857#40756L, analyse__pct_null_nan#39828 AS COL_ANALYSE_PCT_NUL_388858#40757, analyse__nb_non_null#39829L AS COL_ANALYSE_NB_NON__388859#40758L, analyse__nb_distinct#39830L AS COL_ANALYSE_NB_DIST_388860#40759L, analyse__nb_vide#39831 AS COL_ANALYSE_NB_VIDE_388861#40760, analyse__pct_vide#39832 AS COL_ANALYSE_PCT_VID_388862#40761, analyse__nb_whitespace_only#39833 AS COL_ANALYSE_NB_WHIT_388863#40762, analyse__nb_leading_spaces#39834 AS COL_ANALYSE_NB_LEAD_388864#40763, analyse__nb_trailing_spaces#39835 AS COL_ANALYSE_NB_TRAI_388865#40764, analyse__nb_leading_et_trailing#39836 AS COL_ANALYSE_NB_LEAD_388866#40765, analyse__longueur_min#39837 AS COL_ANALYSE_LONGUEU_388867#40766, analyse__longueur_max#39838 AS COL_ANALYSE_LONGUEU_388868#40767, analyse__longueur_moyenne#39839 AS COL_ANALYSE_LONGUEU_388869#40768, analyse__longueur_mediane#39840 AS COL_ANALYSE_LONGUEU_388870#40769, analyse__longueur_ecart_type#39841 AS COL_ANALYSE_LONGUEU_388871#40770, analyse__valeur_min_alpha#39842 AS COL_ANALYSE_VALEUR__388872#40771, analyse__valeur_max_alpha#39843 AS COL_ANALYSE_VALEUR__388873#40772, analyse__nb_avec_chiffre#39844 AS COL_ANALYSE_NB_AVEC_388874#40773, analyse__nb_avec_special#39845 AS COL_ANALYSE_NB_AVEC_388875#40774, analyse__nb_uppercase_only#39846 AS COL_ANALYSE_NB_UPPE_388876#40775, analyse__nb_lowercase_only#39847 AS COL_ANALYSE_NB_LOWE_388877#40776, analyse__nb_mixte_case#39848 AS COL_ANALYSE_NB_MIXT_388878#40777, analyse__top_10_valeurs#39849 AS COL_ANALYSE_TOP_10__388879#40778, analyse__min#39850 AS COL_ANALYSE_MIN_388880#40779, analyse__max#39851 AS COL_ANALYSE_MAX_388881#40780, analyse__etendue#39852 AS COL_ANALYSE_ETENDUE_388882#40781, analyse__moyenne#39853 AS COL_ANALYSE_MOYENNE_388883#40782, analyse__mediane#39854 AS COL_ANALYSE_MEDIANE_388884#40783, analyse__variance#39855 AS COL_ANALYSE_VARIANC_388885#40784, analyse__ecart_type#39856 AS COL_ANALYSE_ECART_T_388886#40785, analyse__skewness#39857 AS COL_ANALYSE_SKEWNES_388887#40786, analyse__kurtosis#39858 AS COL_ANALYSE_KURTOSI_388888#40787, analyse__q1#39859 AS COL_ANALYSE_Q1_388889#40788, analyse__mediane_q2#39860 AS COL_ANALYSE_MEDIANE_388890#40789, analyse__q3#39861 AS COL_ANALYSE_Q3_388891#40790, analyse__iqr#39862 AS COL_ANALYSE_IQR_388892#40791, analyse__nb_outliers_iqr#39863 AS COL_ANALYSE_NB_OUTL_388893#40792, analyse__pct_outliers_iqr#39864 AS COL_ANALYSE_PCT_OUT_388894#40793, analyse__nb_zero#39865 AS COL_ANALYSE_NB_ZERO_388895#40794, analyse__nb_negatif#39866 AS COL_ANALYSE_NB_NEGA_388896#40795, analyse__distribution_10_bins#39867 AS COL_ANALYSE_DISTRIB_388897#40796, analyse__datetime_min#39868 AS COL_ANALYSE_DATETIM_388898#40797, analyse__datetime_max#39869 AS COL_ANALYSE_DATETIM_388899#40798, analyse__etendue_jours#39870 AS COL_ANALYSE_ETENDUE_388900#40799, analyse__etendue_secondes_total#39871 AS COL_ANALYSE_ETENDUE_388901#40800, analyse__annee_min#39872 AS COL_ANALYSE_ANNEE_M_388902#40801, analyse__annee_max#39873 AS COL_ANALYSE_ANNEE_M_388903#40802, analyse__timezone#39874 AS COL_ANALYSE_TIMEZON_388904#40803, analyse__nb_weekend#39875 AS COL_ANALYSE_NB_WEEK_388905#40804, analyse__nb_semaine#39876 AS COL_ANALYSE_NB_SEMA_388906#40805, analyse__distribution_annee#39877 AS COL_ANALYSE_DISTRIB_388907#40806, analyse__distribution_mois#39878 AS COL_ANALYSE_DISTRIB_388908#40807, analyse__distribution_heure#39879 AS COL_ANALYSE_DISTRIB_388909#40808, analyse__distribution_jour_semaine#39880 AS COL_ANALYSE_DISTRIB_388910#40809]
Input [58]: [colonne#39823, dtype_pandas#39824, type_infere#39825, analyse__nb_total#39826L, analyse__nb_null_nan#39827L, analyse__pct_null_nan#39828, analyse__nb_non_null#39829L, analyse__nb_distinct#39830L, analyse__nb_vide#39831, analyse__pct_vide#39832, analyse__nb_whitespace_only#39833, analyse__nb_leading_spaces#39834, analyse__nb_trailing_spaces#39835, analyse__nb_leading_et_trailing#39836, analyse__longueur_min#39837, analyse__longueur_max#39838, analyse__longueur_moyenne#39839, analyse__longueur_mediane#39840, analyse__longueur_ecart_type#39841, analyse__valeur_min_alpha#39842, analyse__valeur_max_alpha#39843, analyse__nb_avec_chiffre#39844, analyse__nb_avec_special#39845, analyse__nb_uppercase_only#39846, analyse__nb_lowercase_only#39847, analyse__nb_mixte_case#39848, analyse__top_10_valeurs#39849, analyse__min#39850, analyse__max#39851, analyse__etendue#39852, analyse__moyenne#39853, analyse__mediane#39854, analyse__variance#39855, analyse__ecart_type#39856, analyse__skewness#39857, analyse__kurtosis#39858, analyse__q1#39859, analyse__mediane_q2#39860, analyse__q3#39861, analyse__iqr#39862, analyse__nb_outliers_iqr#39863, analyse__pct_outliers_iqr#39864, analyse__nb_zero#39865, analyse__nb_negatif#39866, analyse__distribution_10_bins#39867, analyse__datetime_min#39868, analyse__datetime_max#39869, analyse__etendue_jours#39870, analyse__etendue_secondes_total#39871, analyse__annee_min#39872, analyse__annee_max#39873, analyse__timezone#39874, analyse__nb_weekend#39875, analyse__nb_semaine#39876, analyse__distribution_annee#39877, analyse__distribution_mois#39878, analyse__distribution_heure#39879, analyse__distribution_jour_semaine#39880]
(4) CollectLimit
Input [58]: [COL_COLONNE_388853#40752, COL_DTYPE_PANDAS_388854#40753, COL_TYPE_INFERE_388855#40754, COL_ANALYSE_NB_TOTA_388856#40755L, COL_ANALYSE_NB_NULL_388857#40756L, COL_ANALYSE_PCT_NUL_388858#40757, COL_ANALYSE_NB_NON__388859#40758L, COL_ANALYSE_NB_DIST_388860#40759L, COL_ANALYSE_NB_VIDE_388861#40760, COL_ANALYSE_PCT_VID_388862#40761, COL_ANALYSE_NB_WHIT_388863#40762, COL_ANALYSE_NB_LEAD_388864#40763, COL_ANALYSE_NB_TRAI_388865#40764, COL_ANALYSE_NB_LEAD_388866#40765, COL_ANALYSE_LONGUEU_388867#40766, COL_ANALYSE_LONGUEU_388868#40767, COL_ANALYSE_LONGUEU_388869#40768, COL_ANALYSE_LONGUEU_388870#40769, COL_ANALYSE_LONGUEU_388871#40770, COL_ANALYSE_VALEUR__388872#40771, COL_ANALYSE_VALEUR__388873#40772, COL_ANALYSE_NB_AVEC_388874#40773, COL_ANALYSE_NB_AVEC_388875#40774, COL_ANALYSE_NB_UPPE_388876#40775, COL_ANALYSE_NB_LOWE_388877#40776, COL_ANALYSE_NB_MIXT_388878#40777, COL_ANALYSE_TOP_10__388879#40778, COL_ANALYSE_MIN_388880#40779, COL_ANALYSE_MAX_388881#40780, COL_ANALYSE_ETENDUE_388882#40781, COL_ANALYSE_MOYENNE_388883#40782, COL_ANALYSE_MEDIANE_388884#40783, COL_ANALYSE_VARIANC_388885#40784, COL_ANALYSE_ECART_T_388886#40785, COL_ANALYSE_SKEWNES_388887#40786, COL_ANALYSE_KURTOSI_388888#40787, COL_ANALYSE_Q1_388889#40788, COL_ANALYSE_MEDIANE_388890#40789, COL_ANALYSE_Q3_388891#40790, COL_ANALYSE_IQR_388892#40791, COL_ANALYSE_NB_OUTL_388893#40792, COL_ANALYSE_PCT_OUT_388894#40793, COL_ANALYSE_NB_ZERO_388895#40794, COL_ANALYSE_NB_NEGA_388896#40795, COL_ANALYSE_DISTRIB_388897#40796, COL_ANALYSE_DATETIM_388898#40797, COL_ANALYSE_DATETIM_388899#40798, COL_ANALYSE_ETENDUE_388900#40799, COL_ANALYSE_ETENDUE_388901#40800, COL_ANALYSE_ANNEE_M_388902#40801, COL_ANALYSE_ANNEE_M_388903#40802, COL_ANALYSE_TIMEZON_388904#40803, COL_ANALYSE_NB_WEEK_388905#40804, COL_ANALYSE_NB_SEMA_388906#40805, COL_ANALYSE_DISTRIB_388907#40806, COL_ANALYSE_DISTRIB_388908#40807, COL_ANALYSE_DISTRIB_388909#40808, COL_ANALYSE_DISTRIB_388910#40809]
Arguments: 1500