== Physical Plan ==
CollectLimit (4)
+- * Project (3)
+- * ColumnarToRow (2)
+- Scan parquet (1)
(1) Scan parquet
Output [59]: [colonne#63843, dtype_pandas#63844, type_infere#63845, analyse__nb_total#63846L, analyse__nb_null_nan#63847L, analyse__pct_null_nan#63848, analyse__nb_non_null#63849L, analyse__nb_distinct#63850L, analyse__nb_vide#63851, analyse__pct_vide#63852, analyse__nb_whitespace_only#63853, analyse__nb_leading_spaces#63854, analyse__nb_trailing_spaces#63855, analyse__nb_leading_et_trailing#63856, analyse__longueur_min#63857, analyse__longueur_max#63858, analyse__longueur_moyenne#63859, analyse__longueur_mediane#63860, analyse__longueur_ecart_type#63861, analyse__valeur_min_alpha#63862, analyse__valeur_max_alpha#63863, analyse__nb_avec_chiffre#63864, analyse__nb_avec_special#63865, analyse__nb_uppercase_only#63866, analyse__nb_lowercase_only#63867, analyse__nb_mixte_case#63868, analyse__top_10_valeurs#63869, analyse__min#63870, analyse__max#63871, analyse__etendue#63872, analyse__moyenne#63873, analyse__mediane#63874, analyse__variance#63875, analyse__ecart_type#63876, analyse__skewness#63877, analyse__kurtosis#63878, analyse__q1#63879, analyse__mediane_q2#63880, analyse__q3#63881, analyse__iqr#63882, analyse__nb_outliers_iqr#63883, analyse__pct_outliers_iqr#63884, analyse__nb_zero#63885, analyse__nb_negatif#63886, analyse__distribution_10_bins#63887, analyse__datetime_min#63888, analyse__datetime_max#63889, analyse__etendue_jours#63890, analyse__etendue_secondes_total#63891, analyse__annee_min#63892, analyse__annee_max#63893, analyse__timezone#63894, analyse__nb_weekend#63895, analyse__nb_semaine#63896, analyse__distribution_annee#63897, analyse__distribution_mois#63898, analyse__distribution_heure#63899, analyse__distribution_jour_semaine#63900, Source#63901]
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#63843, dtype_pandas#63844, type_infere#63845, analyse__nb_total#63846L, analyse__nb_null_nan#63847L, analyse__pct_null_nan#63848, analyse__nb_non_null#63849L, analyse__nb_distinct#63850L, analyse__nb_vide#63851, analyse__pct_vide#63852, analyse__nb_whitespace_only#63853, analyse__nb_leading_spaces#63854, analyse__nb_trailing_spaces#63855, analyse__nb_leading_et_trailing#63856, analyse__longueur_min#63857, analyse__longueur_max#63858, analyse__longueur_moyenne#63859, analyse__longueur_mediane#63860, analyse__longueur_ecart_type#63861, analyse__valeur_min_alpha#63862, analyse__valeur_max_alpha#63863, analyse__nb_avec_chiffre#63864, analyse__nb_avec_special#63865, analyse__nb_uppercase_only#63866, analyse__nb_lowercase_only#63867, analyse__nb_mixte_case#63868, analyse__top_10_valeurs#63869, analyse__min#63870, analyse__max#63871, analyse__etendue#63872, analyse__moyenne#63873, analyse__mediane#63874, analyse__variance#63875, analyse__ecart_type#63876, analyse__skewness#63877, analyse__kurtosis#63878, analyse__q1#63879, analyse__mediane_q2#63880, analyse__q3#63881, analyse__iqr#63882, analyse__nb_outliers_iqr#63883, analyse__pct_outliers_iqr#63884, analyse__nb_zero#63885, analyse__nb_negatif#63886, analyse__distribution_10_bins#63887, analyse__datetime_min#63888, analyse__datetime_max#63889, analyse__etendue_jours#63890, analyse__etendue_secondes_total#63891, analyse__annee_min#63892, analyse__annee_max#63893, analyse__timezone#63894, analyse__nb_weekend#63895, analyse__nb_semaine#63896, analyse__distribution_annee#63897, analyse__distribution_mois#63898, analyse__distribution_heure#63899, analyse__distribution_jour_semaine#63900, Source#63901]
(3) Project [codegen id : 1]
Output [59]: [colonne#63843 AS COL_F0BC5BE9_A23D_4A9F_AD89_7C1DA47F1227#64617, dtype_pandas#63844 AS COL_2E6C7FD2_4371_4CBA_AA0F_6F546B49B188#64618, type_infere#63845 AS COL_3EC417A4_2B26_421A_ABBB_D15088DD7E99#64619, analyse__nb_total#63846L AS COL_00CC611C_0ADC_41CE_BE2B_F0FC53F60056#64620L, analyse__nb_null_nan#63847L AS COL_C1C9D21D_D4E8_41BD_94D6_8977C5865134#64621L, analyse__pct_null_nan#63848 AS COL_9100032F_343F_4DE5_89F6_1E8419F0A90A#64622, analyse__nb_non_null#63849L AS COL_8034FDC5_BBCF_4A1A_8C34_CD782BAEF64D#64623L, analyse__nb_distinct#63850L AS COL_22BD770C_E5DE_4499_BC39_9C4ECA1900CE#64624L, analyse__nb_vide#63851 AS COL_3125BF55_CAF3_449E_8D4A_16D8980FCB84#64625, analyse__pct_vide#63852 AS COL_4DB78BDD_6AAE_4515_A750_215BB3365E81#64626, analyse__nb_whitespace_only#63853 AS COL_2A6DA835_6EC7_4602_8489_764FB1E23AF6#64627, analyse__nb_leading_spaces#63854 AS COL_0AE37E09_9137_4654_8750_46A21D89E500#64628, analyse__nb_trailing_spaces#63855 AS COL_E28F8FAA_9534_4FBD_A2DA_C49FEF57122F#64629, analyse__nb_leading_et_trailing#63856 AS COL_5577E80F_CAA1_4056_833F_CFD111AAFC5C#64630, analyse__longueur_min#63857 AS COL_283DC5E5_F674_43A4_98E3_736B26CBF059#64631, analyse__longueur_max#63858 AS COL_1A710F66_845D_4F82_9883_FBC86F8427F7#64632, analyse__longueur_moyenne#63859 AS COL_D0B70985_037E_40EC_A312_CC4F96255B96#64633, analyse__longueur_mediane#63860 AS COL_0064E49A_C868_49A5_8560_B74B11544ED4#64634, analyse__longueur_ecart_type#63861 AS COL_CA7CA6EC_3830_4A26_A54A_A0F4821DBB03#64635, analyse__valeur_min_alpha#63862 AS COL_45F8F303_505E_402D_9420_9B65A8D0B06F#64636, analyse__valeur_max_alpha#63863 AS COL_924229FE_FB39_4AAE_81C9_D2A0AD0D159B#64637, analyse__nb_avec_chiffre#63864 AS COL_2034CCCC_3041_493E_811B_6F78FB7CC494#64638, analyse__nb_avec_special#63865 AS COL_E5D5F067_DE47_4D5A_945E_8E699B27C9D3#64639, analyse__nb_uppercase_only#63866 AS COL_BA81AFE1_A619_422B_8EB6_0B08BB0CCAD3#64640, analyse__nb_lowercase_only#63867 AS COL_7FF42251_D00A_4627_B3AB_9F984F21F52D#64641, analyse__nb_mixte_case#63868 AS COL_301F5BD0_63CB_499D_AD55_CC6E5F2E8DB8#64642, analyse__top_10_valeurs#63869 AS COL_A3EE0447_93A8_417E_BB9A_9A406165BAC6#64643, analyse__min#63870 AS COL_558BBDF4_C6D5_421A_8870_396380397167#64644, analyse__max#63871 AS COL_AD290EED_E1F2_451D_A7AC_51A32E915553#64645, analyse__etendue#63872 AS COL_90A62393_AE2C_463E_B3AF_140EB8AEF0D3#64646, analyse__moyenne#63873 AS COL_23872046_8030_4F9E_ACC4_8D370A27B357#64647, analyse__mediane#63874 AS COL_FDAD6EF1_5E47_404D_BBF7_C1350F1BEAAB#64648, analyse__variance#63875 AS COL_75C7E6D9_E37A_49DC_824E_A564ABA5F572#64649, analyse__ecart_type#63876 AS COL_4C294875_1338_4283_8982_561FEA7C006D#64650, analyse__skewness#63877 AS COL_70FF6702_8C4F_47FA_97EA_B43716CF5F76#64651, analyse__kurtosis#63878 AS COL_5EEEE135_F371_4D9B_89A8_E8EB7DEE1F66#64652, analyse__q1#63879 AS COL_6788148F_2FD2_4831_8D3D_6307E9E3BDB8#64653, analyse__mediane_q2#63880 AS COL_EB7C4117_3102_4C87_B9C4_560DC8EF9618#64654, analyse__q3#63881 AS COL_CAC28CE1_01EC_4049_B670_A5514FD27C24#64655, analyse__iqr#63882 AS COL_69E1884B_7391_41EB_B54C_57C97F73D292#64656, analyse__nb_outliers_iqr#63883 AS COL_AF8CE97E_F5D2_4A55_BCD7_9751B13B7CBF#64657, analyse__pct_outliers_iqr#63884 AS COL_C6123925_046E_4634_9500_187E71CE8A21#64658, analyse__nb_zero#63885 AS COL_520B4182_9761_4424_BEF9_44286F3500BB#64659, analyse__nb_negatif#63886 AS COL_C052DB0D_B561_4207_8094_4A6731023387#64660, analyse__distribution_10_bins#63887 AS COL_6E71E113_3768_4715_9F06_EB20AB6D9919#64661, analyse__datetime_min#63888 AS COL_34679187_DD96_48CD_A69D_865A1B633F2E#64662, analyse__datetime_max#63889 AS COL_A738AA49_DA53_4FBF_8663_37F6F7C55990#64663, analyse__etendue_jours#63890 AS COL_43DA243E_1366_42C1_8D73_B9D01C27BEFB#64664, analyse__etendue_secondes_total#63891 AS COL_FB1E00D8_ADBF_404E_93DC_0D69F1E2D856#64665, analyse__annee_min#63892 AS COL_4BB6BC92_A4E7_485B_B5E8_1A06E41E0D58#64666, analyse__annee_max#63893 AS COL_DEEB8411_270B_4A9B_85E1_5FC7294FCFD9#64667, analyse__timezone#63894 AS COL_B891A122_DB2F_4337_95CA_92FB10B3C4F5#64668, analyse__nb_weekend#63895 AS COL_99AC93F0_C487_4ADE_945F_D2C9B50EDD68#64669, analyse__nb_semaine#63896 AS COL_DD3296DF_3E5F_4541_BEF8_03BE9702E974#64670, analyse__distribution_annee#63897 AS COL_2B96F363_BFF8_4517_A1F5_85B3C6DE54E9#64671, analyse__distribution_mois#63898 AS COL_DA6CD59F_5077_48A6_9741_FBD00B0830D9#64672, analyse__distribution_heure#63899 AS COL_55FF546D_C04A_4937_B19D_2BF1A75210C8#64673, analyse__distribution_jour_semaine#63900 AS COL_F91C6D0F_D701_493A_B634_F3734517149D#64674, Source#63901 AS COL_D7D99371_1172_4757_8E53_29E62F91498F#64675]
Input [59]: [colonne#63843, dtype_pandas#63844, type_infere#63845, analyse__nb_total#63846L, analyse__nb_null_nan#63847L, analyse__pct_null_nan#63848, analyse__nb_non_null#63849L, analyse__nb_distinct#63850L, analyse__nb_vide#63851, analyse__pct_vide#63852, analyse__nb_whitespace_only#63853, analyse__nb_leading_spaces#63854, analyse__nb_trailing_spaces#63855, analyse__nb_leading_et_trailing#63856, analyse__longueur_min#63857, analyse__longueur_max#63858, analyse__longueur_moyenne#63859, analyse__longueur_mediane#63860, analyse__longueur_ecart_type#63861, analyse__valeur_min_alpha#63862, analyse__valeur_max_alpha#63863, analyse__nb_avec_chiffre#63864, analyse__nb_avec_special#63865, analyse__nb_uppercase_only#63866, analyse__nb_lowercase_only#63867, analyse__nb_mixte_case#63868, analyse__top_10_valeurs#63869, analyse__min#63870, analyse__max#63871, analyse__etendue#63872, analyse__moyenne#63873, analyse__mediane#63874, analyse__variance#63875, analyse__ecart_type#63876, analyse__skewness#63877, analyse__kurtosis#63878, analyse__q1#63879, analyse__mediane_q2#63880, analyse__q3#63881, analyse__iqr#63882, analyse__nb_outliers_iqr#63883, analyse__pct_outliers_iqr#63884, analyse__nb_zero#63885, analyse__nb_negatif#63886, analyse__distribution_10_bins#63887, analyse__datetime_min#63888, analyse__datetime_max#63889, analyse__etendue_jours#63890, analyse__etendue_secondes_total#63891, analyse__annee_min#63892, analyse__annee_max#63893, analyse__timezone#63894, analyse__nb_weekend#63895, analyse__nb_semaine#63896, analyse__distribution_annee#63897, analyse__distribution_mois#63898, analyse__distribution_heure#63899, analyse__distribution_jour_semaine#63900, Source#63901]
(4) CollectLimit
Input [59]: [COL_F0BC5BE9_A23D_4A9F_AD89_7C1DA47F1227#64617, COL_2E6C7FD2_4371_4CBA_AA0F_6F546B49B188#64618, COL_3EC417A4_2B26_421A_ABBB_D15088DD7E99#64619, COL_00CC611C_0ADC_41CE_BE2B_F0FC53F60056#64620L, COL_C1C9D21D_D4E8_41BD_94D6_8977C5865134#64621L, COL_9100032F_343F_4DE5_89F6_1E8419F0A90A#64622, COL_8034FDC5_BBCF_4A1A_8C34_CD782BAEF64D#64623L, COL_22BD770C_E5DE_4499_BC39_9C4ECA1900CE#64624L, COL_3125BF55_CAF3_449E_8D4A_16D8980FCB84#64625, COL_4DB78BDD_6AAE_4515_A750_215BB3365E81#64626, COL_2A6DA835_6EC7_4602_8489_764FB1E23AF6#64627, COL_0AE37E09_9137_4654_8750_46A21D89E500#64628, COL_E28F8FAA_9534_4FBD_A2DA_C49FEF57122F#64629, COL_5577E80F_CAA1_4056_833F_CFD111AAFC5C#64630, COL_283DC5E5_F674_43A4_98E3_736B26CBF059#64631, COL_1A710F66_845D_4F82_9883_FBC86F8427F7#64632, COL_D0B70985_037E_40EC_A312_CC4F96255B96#64633, COL_0064E49A_C868_49A5_8560_B74B11544ED4#64634, COL_CA7CA6EC_3830_4A26_A54A_A0F4821DBB03#64635, COL_45F8F303_505E_402D_9420_9B65A8D0B06F#64636, COL_924229FE_FB39_4AAE_81C9_D2A0AD0D159B#64637, COL_2034CCCC_3041_493E_811B_6F78FB7CC494#64638, COL_E5D5F067_DE47_4D5A_945E_8E699B27C9D3#64639, COL_BA81AFE1_A619_422B_8EB6_0B08BB0CCAD3#64640, COL_7FF42251_D00A_4627_B3AB_9F984F21F52D#64641, COL_301F5BD0_63CB_499D_AD55_CC6E5F2E8DB8#64642, COL_A3EE0447_93A8_417E_BB9A_9A406165BAC6#64643, COL_558BBDF4_C6D5_421A_8870_396380397167#64644, COL_AD290EED_E1F2_451D_A7AC_51A32E915553#64645, COL_90A62393_AE2C_463E_B3AF_140EB8AEF0D3#64646, COL_23872046_8030_4F9E_ACC4_8D370A27B357#64647, COL_FDAD6EF1_5E47_404D_BBF7_C1350F1BEAAB#64648, COL_75C7E6D9_E37A_49DC_824E_A564ABA5F572#64649, COL_4C294875_1338_4283_8982_561FEA7C006D#64650, COL_70FF6702_8C4F_47FA_97EA_B43716CF5F76#64651, COL_5EEEE135_F371_4D9B_89A8_E8EB7DEE1F66#64652, COL_6788148F_2FD2_4831_8D3D_6307E9E3BDB8#64653, COL_EB7C4117_3102_4C87_B9C4_560DC8EF9618#64654, COL_CAC28CE1_01EC_4049_B670_A5514FD27C24#64655, COL_69E1884B_7391_41EB_B54C_57C97F73D292#64656, COL_AF8CE97E_F5D2_4A55_BCD7_9751B13B7CBF#64657, COL_C6123925_046E_4634_9500_187E71CE8A21#64658, COL_520B4182_9761_4424_BEF9_44286F3500BB#64659, COL_C052DB0D_B561_4207_8094_4A6731023387#64660, COL_6E71E113_3768_4715_9F06_EB20AB6D9919#64661, COL_34679187_DD96_48CD_A69D_865A1B633F2E#64662, COL_A738AA49_DA53_4FBF_8663_37F6F7C55990#64663, COL_43DA243E_1366_42C1_8D73_B9D01C27BEFB#64664, COL_FB1E00D8_ADBF_404E_93DC_0D69F1E2D856#64665, COL_4BB6BC92_A4E7_485B_B5E8_1A06E41E0D58#64666, COL_DEEB8411_270B_4A9B_85E1_5FC7294FCFD9#64667, COL_B891A122_DB2F_4337_95CA_92FB10B3C4F5#64668, COL_99AC93F0_C487_4ADE_945F_D2C9B50EDD68#64669, COL_DD3296DF_3E5F_4541_BEF8_03BE9702E974#64670, COL_2B96F363_BFF8_4517_A1F5_85B3C6DE54E9#64671, COL_DA6CD59F_5077_48A6_9741_FBD00B0830D9#64672, COL_55FF546D_C04A_4937_B19D_2BF1A75210C8#64673, COL_F91C6D0F_D701_493A_B634_F3734517149D#64674, COL_D7D99371_1172_4757_8E53_29E62F91498F#64675]
Arguments: 1500