== Physical Plan ==
CollectLimit (4)
+- * Project (3)
+- * ColumnarToRow (2)
+- Scan parquet (1)
(1) Scan parquet
Output [59]: [colonne#99773, dtype_pandas#99774, type_infere#99775, analyse__nb_total#99776L, analyse__nb_null_nan#99777L, analyse__pct_null_nan#99778, analyse__nb_non_null#99779L, analyse__nb_distinct#99780L, analyse__nb_vide#99781, analyse__pct_vide#99782, analyse__nb_whitespace_only#99783, analyse__nb_leading_spaces#99784, analyse__nb_trailing_spaces#99785, analyse__nb_leading_et_trailing#99786, analyse__longueur_min#99787, analyse__longueur_max#99788, analyse__longueur_moyenne#99789, analyse__longueur_mediane#99790, analyse__longueur_ecart_type#99791, analyse__valeur_min_alpha#99792, analyse__valeur_max_alpha#99793, analyse__nb_avec_chiffre#99794, analyse__nb_avec_special#99795, analyse__nb_uppercase_only#99796, analyse__nb_lowercase_only#99797, analyse__nb_mixte_case#99798, analyse__top_10_valeurs#99799, analyse__min#99800, analyse__max#99801, analyse__etendue#99802, analyse__moyenne#99803, analyse__mediane#99804, analyse__variance#99805, analyse__ecart_type#99806, analyse__skewness#99807, analyse__kurtosis#99808, analyse__q1#99809, analyse__mediane_q2#99810, analyse__q3#99811, analyse__iqr#99812, analyse__nb_outliers_iqr#99813, analyse__pct_outliers_iqr#99814, analyse__nb_zero#99815, analyse__nb_negatif#99816, analyse__distribution_10_bins#99817, analyse__datetime_min#99818, analyse__datetime_max#99819, analyse__etendue_jours#99820, analyse__etendue_secondes_total#99821, analyse__annee_min#99822, analyse__annee_max#99823, analyse__timezone#99824, analyse__nb_weekend#99825, analyse__nb_semaine#99826, analyse__distribution_annee#99827, analyse__distribution_mois#99828, analyse__distribution_heure#99829, analyse__distribution_jour_semaine#99830, Source#99831]
Batched: true
Location: InMemoryFileIndex [file:/data/input/depot/parquet/execution/BIO_PAT_C_API_QUALITY_REPORT/current/pydc_vps6mwga.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,Source:string>
(2) ColumnarToRow [codegen id : 1]
Input [59]: [colonne#99773, dtype_pandas#99774, type_infere#99775, analyse__nb_total#99776L, analyse__nb_null_nan#99777L, analyse__pct_null_nan#99778, analyse__nb_non_null#99779L, analyse__nb_distinct#99780L, analyse__nb_vide#99781, analyse__pct_vide#99782, analyse__nb_whitespace_only#99783, analyse__nb_leading_spaces#99784, analyse__nb_trailing_spaces#99785, analyse__nb_leading_et_trailing#99786, analyse__longueur_min#99787, analyse__longueur_max#99788, analyse__longueur_moyenne#99789, analyse__longueur_mediane#99790, analyse__longueur_ecart_type#99791, analyse__valeur_min_alpha#99792, analyse__valeur_max_alpha#99793, analyse__nb_avec_chiffre#99794, analyse__nb_avec_special#99795, analyse__nb_uppercase_only#99796, analyse__nb_lowercase_only#99797, analyse__nb_mixte_case#99798, analyse__top_10_valeurs#99799, analyse__min#99800, analyse__max#99801, analyse__etendue#99802, analyse__moyenne#99803, analyse__mediane#99804, analyse__variance#99805, analyse__ecart_type#99806, analyse__skewness#99807, analyse__kurtosis#99808, analyse__q1#99809, analyse__mediane_q2#99810, analyse__q3#99811, analyse__iqr#99812, analyse__nb_outliers_iqr#99813, analyse__pct_outliers_iqr#99814, analyse__nb_zero#99815, analyse__nb_negatif#99816, analyse__distribution_10_bins#99817, analyse__datetime_min#99818, analyse__datetime_max#99819, analyse__etendue_jours#99820, analyse__etendue_secondes_total#99821, analyse__annee_min#99822, analyse__annee_max#99823, analyse__timezone#99824, analyse__nb_weekend#99825, analyse__nb_semaine#99826, analyse__distribution_annee#99827, analyse__distribution_mois#99828, analyse__distribution_heure#99829, analyse__distribution_jour_semaine#99830, Source#99831]
(3) Project [codegen id : 1]
Output [59]: [colonne#99773 AS COL_COLONNE_390247#100724, dtype_pandas#99774 AS COL_DTYPE_PANDAS_390248#100725, type_infere#99775 AS COL_TYPE_INFERE_390249#100726, analyse__nb_total#99776L AS COL_ANALYSE_NB_TOTA_390250#100727L, analyse__nb_null_nan#99777L AS COL_ANALYSE_NB_NULL_390251#100728L, analyse__pct_null_nan#99778 AS COL_ANALYSE_PCT_NUL_390252#100729, analyse__nb_non_null#99779L AS COL_ANALYSE_NB_NON__390253#100730L, analyse__nb_distinct#99780L AS COL_ANALYSE_NB_DIST_390254#100731L, analyse__nb_vide#99781 AS COL_ANALYSE_NB_VIDE_390255#100732, analyse__pct_vide#99782 AS COL_ANALYSE_PCT_VID_390256#100733, analyse__nb_whitespace_only#99783 AS COL_ANALYSE_NB_WHIT_390257#100734, analyse__nb_leading_spaces#99784 AS COL_ANALYSE_NB_LEAD_390258#100735, analyse__nb_trailing_spaces#99785 AS COL_ANALYSE_NB_TRAI_390259#100736, analyse__nb_leading_et_trailing#99786 AS COL_ANALYSE_NB_LEAD_390260#100737, analyse__longueur_min#99787 AS COL_ANALYSE_LONGUEU_390261#100738, analyse__longueur_max#99788 AS COL_ANALYSE_LONGUEU_390262#100739, analyse__longueur_moyenne#99789 AS COL_ANALYSE_LONGUEU_390263#100740, analyse__longueur_mediane#99790 AS COL_ANALYSE_LONGUEU_390264#100741, analyse__longueur_ecart_type#99791 AS COL_ANALYSE_LONGUEU_390265#100742, analyse__valeur_min_alpha#99792 AS COL_ANALYSE_VALEUR__390266#100743, analyse__valeur_max_alpha#99793 AS COL_ANALYSE_VALEUR__390267#100744, analyse__nb_avec_chiffre#99794 AS COL_ANALYSE_NB_AVEC_390268#100745, analyse__nb_avec_special#99795 AS COL_ANALYSE_NB_AVEC_390269#100746, analyse__nb_uppercase_only#99796 AS COL_ANALYSE_NB_UPPE_390270#100747, analyse__nb_lowercase_only#99797 AS COL_ANALYSE_NB_LOWE_390271#100748, analyse__nb_mixte_case#99798 AS COL_ANALYSE_NB_MIXT_390272#100749, analyse__top_10_valeurs#99799 AS COL_ANALYSE_TOP_10__390273#100750, analyse__min#99800 AS COL_ANALYSE_MIN_390274#100751, analyse__max#99801 AS COL_ANALYSE_MAX_390275#100752, analyse__etendue#99802 AS COL_ANALYSE_ETENDUE_390276#100753, analyse__moyenne#99803 AS COL_ANALYSE_MOYENNE_390277#100754, analyse__mediane#99804 AS COL_ANALYSE_MEDIANE_390278#100755, analyse__variance#99805 AS COL_ANALYSE_VARIANC_390279#100756, analyse__ecart_type#99806 AS COL_ANALYSE_ECART_T_390280#100757, analyse__skewness#99807 AS COL_ANALYSE_SKEWNES_390281#100758, analyse__kurtosis#99808 AS COL_ANALYSE_KURTOSI_390282#100759, analyse__q1#99809 AS COL_ANALYSE_Q1_390283#100760, analyse__mediane_q2#99810 AS COL_ANALYSE_MEDIANE_390284#100761, analyse__q3#99811 AS COL_ANALYSE_Q3_390285#100762, analyse__iqr#99812 AS COL_ANALYSE_IQR_390286#100763, analyse__nb_outliers_iqr#99813 AS COL_ANALYSE_NB_OUTL_390287#100764, analyse__pct_outliers_iqr#99814 AS COL_ANALYSE_PCT_OUT_390288#100765, analyse__nb_zero#99815 AS COL_ANALYSE_NB_ZERO_390289#100766, analyse__nb_negatif#99816 AS COL_ANALYSE_NB_NEGA_390290#100767, analyse__distribution_10_bins#99817 AS COL_ANALYSE_DISTRIB_390291#100768, analyse__datetime_min#99818 AS COL_ANALYSE_DATETIM_390292#100769, analyse__datetime_max#99819 AS COL_ANALYSE_DATETIM_390293#100770, analyse__etendue_jours#99820 AS COL_ANALYSE_ETENDUE_390294#100771, analyse__etendue_secondes_total#99821 AS COL_ANALYSE_ETENDUE_390295#100772, analyse__annee_min#99822 AS COL_ANALYSE_ANNEE_M_390296#100773, analyse__annee_max#99823 AS COL_ANALYSE_ANNEE_M_390297#100774, analyse__timezone#99824 AS COL_ANALYSE_TIMEZON_390298#100775, analyse__nb_weekend#99825 AS COL_ANALYSE_NB_WEEK_390299#100776, analyse__nb_semaine#99826 AS COL_ANALYSE_NB_SEMA_390300#100777, analyse__distribution_annee#99827 AS COL_ANALYSE_DISTRIB_390301#100778, analyse__distribution_mois#99828 AS COL_ANALYSE_DISTRIB_390302#100779, analyse__distribution_heure#99829 AS COL_ANALYSE_DISTRIB_390303#100780, analyse__distribution_jour_semaine#99830 AS COL_ANALYSE_DISTRIB_390304#100781, Source#99831 AS COL_SOURCE_390305#100782]
Input [59]: [colonne#99773, dtype_pandas#99774, type_infere#99775, analyse__nb_total#99776L, analyse__nb_null_nan#99777L, analyse__pct_null_nan#99778, analyse__nb_non_null#99779L, analyse__nb_distinct#99780L, analyse__nb_vide#99781, analyse__pct_vide#99782, analyse__nb_whitespace_only#99783, analyse__nb_leading_spaces#99784, analyse__nb_trailing_spaces#99785, analyse__nb_leading_et_trailing#99786, analyse__longueur_min#99787, analyse__longueur_max#99788, analyse__longueur_moyenne#99789, analyse__longueur_mediane#99790, analyse__longueur_ecart_type#99791, analyse__valeur_min_alpha#99792, analyse__valeur_max_alpha#99793, analyse__nb_avec_chiffre#99794, analyse__nb_avec_special#99795, analyse__nb_uppercase_only#99796, analyse__nb_lowercase_only#99797, analyse__nb_mixte_case#99798, analyse__top_10_valeurs#99799, analyse__min#99800, analyse__max#99801, analyse__etendue#99802, analyse__moyenne#99803, analyse__mediane#99804, analyse__variance#99805, analyse__ecart_type#99806, analyse__skewness#99807, analyse__kurtosis#99808, analyse__q1#99809, analyse__mediane_q2#99810, analyse__q3#99811, analyse__iqr#99812, analyse__nb_outliers_iqr#99813, analyse__pct_outliers_iqr#99814, analyse__nb_zero#99815, analyse__nb_negatif#99816, analyse__distribution_10_bins#99817, analyse__datetime_min#99818, analyse__datetime_max#99819, analyse__etendue_jours#99820, analyse__etendue_secondes_total#99821, analyse__annee_min#99822, analyse__annee_max#99823, analyse__timezone#99824, analyse__nb_weekend#99825, analyse__nb_semaine#99826, analyse__distribution_annee#99827, analyse__distribution_mois#99828, analyse__distribution_heure#99829, analyse__distribution_jour_semaine#99830, Source#99831]
(4) CollectLimit
Input [59]: [COL_COLONNE_390247#100724, COL_DTYPE_PANDAS_390248#100725, COL_TYPE_INFERE_390249#100726, COL_ANALYSE_NB_TOTA_390250#100727L, COL_ANALYSE_NB_NULL_390251#100728L, COL_ANALYSE_PCT_NUL_390252#100729, COL_ANALYSE_NB_NON__390253#100730L, COL_ANALYSE_NB_DIST_390254#100731L, COL_ANALYSE_NB_VIDE_390255#100732, COL_ANALYSE_PCT_VID_390256#100733, COL_ANALYSE_NB_WHIT_390257#100734, COL_ANALYSE_NB_LEAD_390258#100735, COL_ANALYSE_NB_TRAI_390259#100736, COL_ANALYSE_NB_LEAD_390260#100737, COL_ANALYSE_LONGUEU_390261#100738, COL_ANALYSE_LONGUEU_390262#100739, COL_ANALYSE_LONGUEU_390263#100740, COL_ANALYSE_LONGUEU_390264#100741, COL_ANALYSE_LONGUEU_390265#100742, COL_ANALYSE_VALEUR__390266#100743, COL_ANALYSE_VALEUR__390267#100744, COL_ANALYSE_NB_AVEC_390268#100745, COL_ANALYSE_NB_AVEC_390269#100746, COL_ANALYSE_NB_UPPE_390270#100747, COL_ANALYSE_NB_LOWE_390271#100748, COL_ANALYSE_NB_MIXT_390272#100749, COL_ANALYSE_TOP_10__390273#100750, COL_ANALYSE_MIN_390274#100751, COL_ANALYSE_MAX_390275#100752, COL_ANALYSE_ETENDUE_390276#100753, COL_ANALYSE_MOYENNE_390277#100754, COL_ANALYSE_MEDIANE_390278#100755, COL_ANALYSE_VARIANC_390279#100756, COL_ANALYSE_ECART_T_390280#100757, COL_ANALYSE_SKEWNES_390281#100758, COL_ANALYSE_KURTOSI_390282#100759, COL_ANALYSE_Q1_390283#100760, COL_ANALYSE_MEDIANE_390284#100761, COL_ANALYSE_Q3_390285#100762, COL_ANALYSE_IQR_390286#100763, COL_ANALYSE_NB_OUTL_390287#100764, COL_ANALYSE_PCT_OUT_390288#100765, COL_ANALYSE_NB_ZERO_390289#100766, COL_ANALYSE_NB_NEGA_390290#100767, COL_ANALYSE_DISTRIB_390291#100768, COL_ANALYSE_DATETIM_390292#100769, COL_ANALYSE_DATETIM_390293#100770, COL_ANALYSE_ETENDUE_390294#100771, COL_ANALYSE_ETENDUE_390295#100772, COL_ANALYSE_ANNEE_M_390296#100773, COL_ANALYSE_ANNEE_M_390297#100774, COL_ANALYSE_TIMEZON_390298#100775, COL_ANALYSE_NB_WEEK_390299#100776, COL_ANALYSE_NB_SEMA_390300#100777, COL_ANALYSE_DISTRIB_390301#100778, COL_ANALYSE_DISTRIB_390302#100779, COL_ANALYSE_DISTRIB_390303#100780, COL_ANALYSE_DISTRIB_390304#100781, COL_SOURCE_390305#100782]
Arguments: 1500