(prod: 25448 ) 2024-08-09 07:38:59 [INFO] Starting alphagen... (prod: 25448 ) 2024-08-09 07:39:00 [INFO] NumExpr defaulting to 4 threads. (prod: 25448 ) 2024-08-09 07:39:00 [INFO] SELECT updateDate AS tradeDate, ticker, assetKey, weight / 100 AS weight FROM csindex_csi300_index_constituents WHERE updateDate >= '2024-06-21' AND updateDate <= '2024-08-05' ORDER BY weight DESC (prod: 25448 ) 2024-08-09 07:39:00 [INFO] Writing [300] [/signal/signal07/prod/2024/0731/index_csi300_weights_frame_20240731_global.plz4]... (prod: 25448 ) 2024-08-09 07:39:00 [INFO] SELECT updateDate AS tradeDate, ticker, assetKey, weight / 100 AS weight FROM csindex_csi500_index_constituents WHERE updateDate >= '2024-06-21' AND updateDate <= '2024-08-05' ORDER BY weight DESC (prod: 25448 ) 2024-08-09 07:39:00 [INFO] Writing [500] [/signal/signal07/prod/2024/0731/index_csi500_weights_frame_20240731_global.plz4]... (prod: 25448 ) 2024-08-09 07:39:00 [INFO] SELECT updateDate AS tradeDate, ticker, assetKey, weight / 100 AS weight FROM csindex_csi100_index_constituents WHERE updateDate >= '2024-06-21' AND updateDate <= '2024-08-05' ORDER BY weight DESC (prod: 25448 ) 2024-08-09 07:39:00 [INFO] Writing [100] [/signal/signal07/prod/2024/0731/index_csi100_weights_frame_20240731_global.plz4]... (prod: 25448 ) 2024-08-09 07:39:05 [INFO] 1949 signals in signal registry (prod: 25448 ) 2024-08-09 07:39:10 [INFO] (prod: 25448 ) 2024-08-09 07:39:10 [INFO] Updating signal depth 0 / 45 (prod: 25448 ) 2024-08-09 07:39:10 [INFO] (prod: 25448 ) 2024-08-09 07:44:29 [INFO] Writing [3456191] [/signal/signal00/prod/earnings_announcement_master_frame_static_global.plz4]... Importing model Model Root : /home/prod/python/model Model Branch : prod2 dch::alphagen_am ..starting get dashboard.. dch:: GSDashboard.__init__ j=key(1L97M8yOrJI-8-VIVPvwxy80fODcTH5TXy8zbOlB1U5s) name(prod) dch::GSDashboard.refresh from_json_keyfile_name(/data/Google/client_secret_574068292605-v0crvrpf47t3rpmbomb47ju23k2mog4f.apps.googleusercontent.com.hackdch.json) dch::alphagen_am .got dashboard.. dch alphagen_am.py DCH SKIP PRICE FRAME VERIFICATION!!! (prod: 25448 ) 2024-08-09 07:44:43 [INFO] Writing [34] [/signal/signal00/prod/fundamentals_data_frame_LACC_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:43 [INFO] Writing [3604] [/signal/signal00/prod/fundamentals_data_frame_ATOT_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:44 [INFO] Writing [1073] [/signal/signal00/prod/fundamentals_data_frame_VAMI_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:44 [INFO] Writing [58] [/signal/signal00/prod/fundamentals_data_frame_NDEP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:44 [INFO] Writing [8] [/signal/signal00/prod/fundamentals_data_frame_OINR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [92] [/signal/signal00/prod/fundamentals_data_frame_LIBD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [121821] [/signal/signal00/prod/industry_sector_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [2616] [/signal/signal00/prod/fundamentals_data_frame_LCLD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [32] [/signal/signal00/prod/fundamentals_data_frame_LINR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [75697] [/signal/signal00/prod/security_value_fraction_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [3473] [/signal/signal00/prod/fundamentals_data_frame_SCSI_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [2426] [/signal/signal00/prod/fundamentals_data_frame_SIEN_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [31] [/signal/signal00/prod/fundamentals_data_frame_LODP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] SELECT * FROM yahoo_finance_indices WHERE indexCode = '^VIX' (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [2521] [/signal/signal00/prod/fundamentals_data_frame_LTTD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [109] [/signal/signal00/prod/fundamentals_data_frame_VRTO_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:45 [INFO] Writing [54] [/signal/signal00/prod/fundamentals_data_frame_LNID_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:46 [INFO] Writing [294] [/signal/signal00/prod/fundamentals_data_frame_VADV_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:46 [INFO] Writing [3009] [/signal/signal00/prod/fundamentals_data_frame_OTLO_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:46 [INFO] Writing [3360] [/signal/signal00/prod/fundamentals_data_frame_NINC_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:46 [INFO] Writing [88] [/signal/signal00/prod/fundamentals_data_frame_ALLA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:46 [INFO] Writing [6970] [/signal/signal00/prod/trading_exchange_holidays_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:47 [INFO] Writing [18] [/signal/signal00/prod/fundamentals_data_frame_EPAC_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:47 [INFO] Writing [3661] [/signal/signal00/prod/fundamentals_data_frame_QTLE_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [2809] [/signal/signal00/prod/fundamentals_data_frame_SCEX_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [62] [/signal/signal00/prod/fundamentals_data_frame_LOTB_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [8059] [/signal/signal00/prod/stock_connect_status_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [1198] [/signal/signal00/prod/fundamentals_data_frame_VRAD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [1812] [/signal/signal00/prod/fundamentals_data_frame_DCGD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:48 [INFO] Writing [157538] [/signal/signal00/prod/adjustment_factor_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:49 [INFO] Writing [2613] [/signal/signal00/prod/fundamentals_data_frame_SDED_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:49 [INFO] Writing [3460] [/signal/signal00/prod/fundamentals_data_frame_STLD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:49 [INFO] Writing [2816] [/signal/signal00/prod/fundamentals_data_frame_LAPB_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:49 [INFO] Writing [8736] [/signal/signal00/prod/index_vix_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:50 [INFO] Writing [92] [/signal/signal00/prod/fundamentals_data_frame_LSTB_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:50 [INFO] Writing [131] [/signal/signal00/prod/fundamentals_data_frame_SIIB_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:51 [INFO] Writing [3216] [/signal/signal00/prod/fundamentals_data_frame_SOPI_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:52 [INFO] Writing [2738] [/signal/signal00/prod/fundamentals_data_frame_SBDA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:53 [INFO] Writing [1693] [/signal/signal00/prod/fundamentals_data_frame_SDPR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:54 [INFO] Writing [30] [/signal/signal00/prod/fundamentals_data_frame_LFLB_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:54 [INFO] Writing [1104] [/signal/signal00/prod/fundamentals_data_frame_ERAD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:54 [INFO] Writing [4043] [/signal/signal00/prod/fundamentals_data_frame_EIBT_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:55 [INFO] Writing [0] [/signal/signal00/prod/fundamentals_data_frame_LCPR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:55 [INFO] Writing [3701] [/signal/signal00/prod/fundamentals_data_frame_SCOR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:55 [INFO] Writing [710] [/signal/signal00/prod/fundamentals_data_frame_SAMT_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:55 [INFO] Writing [1] [/signal/signal00/prod/fundamentals_data_frame_LOBL_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:56 [INFO] Writing [65] [/signal/signal00/prod/fundamentals_data_frame_SOBL_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:56 [INFO] Writing [1] [/signal/signal00/prod/fundamentals_data_frame_NAMA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:56 [INFO] Writing [5007] [/signal/signal00/prod/fundamentals_meta_frame_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:56 [INFO] Writing [2614] [/signal/signal00/prod/fundamentals_data_frame_AITL_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:57 [INFO] Writing [668] [/signal/signal00/prod/fundamentals_data_frame_LPBA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:58 [INFO] Writing [115] [/signal/signal00/prod/fundamentals_data_frame_VRTC_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:58 [INFO] Writing [3443] [/signal/signal00/prod/fundamentals_data_frame_VDEP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:59 [INFO] Writing [4008] [/signal/signal00/prod/fundamentals_data_frame_SSGA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:44:59 [INFO] Writing [236] [/signal/signal00/prod/fundamentals_data_frame_SPRS_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:00 [INFO] Writing [1] [/signal/signal00/prod/fundamentals_data_frame_ODPA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:00 [INFO] Writing [2435] [/signal/signal00/prod/fundamentals_data_frame_NIEN_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:01 [INFO] Writing [126] [/signal/signal00/prod/fundamentals_data_frame_NCIN_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:01 [INFO] Writing [49] [/signal/signal00/prod/fundamentals_data_frame_NAMI_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:01 [INFO] Writing [182] [/signal/signal00/prod/fundamentals_data_frame_SRPR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:02 [INFO] Writing [2662] [/signal/signal00/prod/fundamentals_data_frame_VIEX_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:02 [INFO] Writing [2492] [/signal/signal00/prod/fundamentals_data_frame_STBV_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:03 [INFO] Writing [315] [/signal/signal00/prod/fundamentals_data_frame_VAMA_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:03 [INFO] Writing [3414] [/signal/signal00/prod/fundamentals_data_frame_ATRC_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:04 [INFO] Writing [1768] [/signal/signal00/prod/fundamentals_data_frame_LMIN_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:04 [INFO] Writing [3908] [/signal/signal00/prod/fundamentals_data_frame_RTLR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:05 [INFO] Writing [2654] [/signal/signal00/prod/fundamentals_data_frame_LSTD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:05 [INFO] Writing [122] [/signal/signal00/prod/fundamentals_data_frame_SNII_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:06 [INFO] Writing [226] [/signal/signal00/prod/fundamentals_data_frame_EADV_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:06 [INFO] Writing [143] [/signal/signal00/prod/fundamentals_data_frame_VCAP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:07 [INFO] Writing [1794] [/signal/signal00/prod/fundamentals_data_frame_APPY_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:09 [INFO] Writing [1720] [/signal/signal00/prod/fundamentals_data_frame_AGWI_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:10 [INFO] Writing [46209] [/signal/signal00/prod/model_universe_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:10 [INFO] Writing [66] [/signal/signal00/prod/fundamentals_data_frame_LFFP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:13 [INFO] Writing [3824] [/signal/signal00/prod/fundamentals_data_frame_TTAX_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:13 [INFO] Writing [1914205] [/signal/signal00/prod/exchange_rates_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:15 [INFO] Writing [2636] [/signal/signal00/prod/fundamentals_data_frame_LAEX_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:17 [INFO] Writing [101] [/signal/signal00/prod/fundamentals_data_frame_ATGL_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:18 [INFO] Writing [116] [/signal/signal00/prod/fundamentals_data_frame_LDBT_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:18 [INFO] Writing [5] [/signal/signal00/prod/fundamentals_data_frame_QTSP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:20 [INFO] Writing [98] [/signal/signal00/prod/fundamentals_data_frame_ELLP_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:21 [INFO] Writing [3015] [/signal/signal00/prod/fundamentals_data_frame_SETR_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:23 [INFO] Writing [2776] [/signal/signal00/prod/fundamentals_data_frame_LLTD_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:24 [INFO] Writing [2988] [/signal/signal00/prod/fundamentals_data_frame_AINT_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:25 [INFO] Writing [121] [/signal/signal00/prod/fundamentals_data_frame_ANTL_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:27 [INFO] Writing [1478] [/signal/signal00/prod/fundamentals_data_frame_LCLO_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:27 [INFO] Writing [1886] [/signal/signal00/prod/fundamentals_data_frame_CMIN_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:45:29 [INFO] Writing [144] [/signal/signal00/prod/fundamentals_data_frame_VRUQ_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:49:37 [INFO] Writing [1852160] [/signal/signal00/prod/shares_outstanding_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:56:27 [INFO] Writing [3456191] [/signal/signal00/prod/earnings_announcement_master_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:56:40 [INFO] SELECT CONVERT(DATE, a.tradeDate) AS tradeDate, a.assetKey, a.retIndex FROM vw_Ds2ReturnIndex AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-07-03' AND '2024-08-07' AND a.retIndex > 0 (prod: 25448 ) 2024-08-09 07:57:13 [INFO] Writing [30102] [/signal/signal08/prod/2024/0807/share_holdings_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:18 [INFO] Writing [29814] [/signal/signal08/prod/2024/0807/returns_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:18 [INFO] (prod: 25448 ) 2024-08-09 07:57:18 [INFO] Updating signal depth 1 / 45 (prod: 25448 ) 2024-08-09 07:57:18 [INFO] (prod: 25448 ) 2024-08-09 07:57:19 [INFO] Writing [46209] [/signal/signal00/prod/market_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:19 [INFO] Writing [46209] [/signal/signal00/prod/entity_map_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:19 [INFO] Writing [46209] [/signal/signal00/prod/country_frame_static_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:25 [INFO] Writing [63432] [/signal/signal00/prod/exchange_rates_master_monthly_frame_static_global.plz4]... dch::linear_cost.compute dframe: assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 ... ... ... ... ... ... ... 19481 @MISSG1 BKK THB TH 0.000 0.000 19482 @ASIAN131 BKK THB TH 0.000 0.000 19483 @THAIC32 BKK THB TH 0.000 0.000 19484 @NEOCO4 BKK THB TH 0.000 0.000 19485 @STONE205 BKK THB TH 0.000 0.000 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 ... ... ... ... ... ... ... 19481 0.0 0.0 comm 5.0 5.0 10.000 19482 0.0 0.0 comm 5.0 5.0 10.000 19483 0.0 0.0 comm 5.0 5.0 10.000 19484 0.0 0.0 comm 5.0 5.0 10.000 19485 0.0 0.0 comm 5.0 5.0 10.000 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 ... ... ... ... ... 19481 0.000500 0.000500 1.0 0.000500 19482 0.000500 0.000500 1.0 0.000500 19483 0.000500 0.000500 1.0 0.000500 19484 0.000500 0.000500 1.0 0.000500 19485 0.000500 0.000500 1.0 0.000500 [19486 rows x 16 columns] --- CN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 --- HK assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 5101 @JIANG2 HKG HKD HK 0.77 0.77 5102 @ASMPA2 HKG HKD HK 0.77 0.77 5103 @YEEBO2 HKG HKD HK 0.77 0.77 5104 @ABCCO3 HKG HKD HK 0.77 0.77 5105 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5101 10.0 10.0 comm 2.0 2.0 25.54 5102 10.0 10.0 comm 2.0 2.0 25.54 5103 10.0 10.0 comm 2.0 2.0 25.54 5104 10.0 10.0 comm 2.0 2.0 25.54 5105 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5101 0.001277 0.001277 1.0 0.001277 5102 0.001277 0.001277 1.0 0.001277 5103 0.001277 0.001277 1.0 0.001277 5104 0.001277 0.001277 1.0 0.001277 5105 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7226 @EVERT2 TAI TWD TW 0.0 0.0 7227 @AGVPR1 TAI TWD TW 0.0 0.0 7228 @ABILI2 TAI TWD TW 0.0 0.0 7229 @ACCTO2 TAI TWD TW 0.0 0.0 7230 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7226 0.0 30.0 comm 2.75 2.75 35.5 7227 0.0 30.0 comm 2.75 2.75 35.5 7228 0.0 30.0 comm 2.75 2.75 35.5 7229 0.0 30.0 comm 2.75 2.75 35.5 7230 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7226 0.000275 0.003275 1.0 0.001775 7227 0.000275 0.003275 1.0 0.001775 7228 0.000275 0.003275 1.0 0.001775 7229 0.000275 0.003275 1.0 0.001775 7230 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8880 @INTIK1 IDX IDR ID 4.0 4.0 8881 @BUKIT1 IDX IDR ID 4.0 4.0 8882 @ADESA1 IDX IDR ID 4.0 4.0 8883 @PRASI1 IDX IDR ID 4.0 4.0 8884 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8880 0.3 10.3 comm 6.0 6.0 30.6 8881 0.3 10.3 comm 6.0 6.0 30.6 8882 0.3 10.3 comm 6.0 6.0 30.6 8883 0.3 10.3 comm 6.0 6.0 30.6 8884 0.3 10.3 comm 6.0 6.0 30.6 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8880 0.00103 0.00203 1.0 0.00153 8881 0.00103 0.00203 1.0 0.00153 8882 0.00103 0.00203 1.0 0.00153 8883 0.00103 0.00203 1.0 0.00153 8884 0.00103 0.00203 1.0 0.00153 --- PH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9445 @AGPIN1 PHS PHP PH 1.0 1.0 9446 @ASIAN7 PHS PHP PH 1.0 1.0 9447 @APCGR1 PHS PHP PH 1.0 1.0 9448 @ABSCB1 PHS PHP PH 1.0 1.0 9449 @ABACU9 PHS PHP PH 1.0 1.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9445 3.0 63.0 10.0 10.0 88.0 9446 3.0 63.0 10.0 10.0 88.0 9447 3.0 63.0 10.0 10.0 88.0 9448 3.0 63.0 10.0 10.0 88.0 9449 3.0 63.0 10.0 10.0 88.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9445 0.0014 0.0074 1.0 0.0044 9446 0.0014 0.0074 1.0 0.0044 9447 0.0014 0.0074 1.0 0.0044 9448 0.0014 0.0074 1.0 0.0044 9449 0.0014 0.0074 1.0 0.0044 --- AU assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9661 @ARBCO1 ASX AUD AU 0.0 0.0 9662 @ADELA4 ASX AUD AU 0.0 0.0 9663 @ALIQU1 ASX AUD AU 0.0 0.0 9664 @CAPRA1 ASX AUD AU 0.0 0.0 9665 @ALKAN2 ASX AUD AU 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9661 0.0 0.0 comm 2.25 2.25 4.5 9662 0.0 0.0 comm 2.25 2.25 4.5 9663 0.0 0.0 comm 2.25 2.25 4.5 9664 0.0 0.0 comm 2.25 2.25 4.5 9665 0.0 0.0 comm 2.25 2.25 4.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9661 0.000225 0.000225 1.0 0.000225 9662 0.000225 0.000225 1.0 0.000225 9663 0.000225 0.000225 1.0 0.000225 9664 0.000225 0.000225 1.0 0.000225 9665 0.000225 0.000225 1.0 0.000225 --- IN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 10538 @ABANL1 NSE INR IN 0.0 0.0 10539 @AHMED1 NSE INR IN 0.0 0.0 10540 @AEGIS12 NSE INR IN 0.0 0.0 10541 @ALKYL1 NSE INR IN 0.0 0.0 10542 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10538 0.0 0.0 comm 5.0 5.0 10.0 10539 0.0 0.0 comm 5.0 5.0 10.0 10540 0.0 0.0 comm 5.0 5.0 10.0 10541 0.0 0.0 comm 5.0 5.0 10.0 10542 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10538 0.0005 0.0005 1.0 0.0005 10539 0.0005 0.0005 1.0 0.0005 10540 0.0005 0.0005 1.0 0.0005 10541 0.0005 0.0005 1.0 0.0005 10542 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12378 @RESTA2 NZE NZD NZ 0.0 0.0 12379 @SCOTT22 NZE NZD NZ 0.0 0.0 12380 @HALLE6 NZE NZD NZ 0.0 0.0 12381 @AMPNZ1 NZE NZD NZ 0.0 0.0 12382 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12378 0.0 0.0 3.0 3.0 6.0 12379 0.0 0.0 3.0 3.0 6.0 12380 0.0 0.0 3.0 3.0 6.0 12381 0.0 0.0 3.0 3.0 6.0 12382 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12378 0.0003 0.0003 1.0 0.0003 12379 0.0003 0.0003 1.0 0.0003 12380 0.0003 0.0003 1.0 0.0003 12381 0.0003 0.0003 1.0 0.0003 12382 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12455 @ACMAL1 SES SGD SG 4.0 4.0 12456 @ASIAF1 SES SGD SG 4.0 4.0 12457 @AMARA1 SES SGD SG 4.0 4.0 12458 @SINGA31 SES SGD SG 4.0 4.0 12459 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12455 0.0 0.0 comm 2.75 2.75 13.5 12456 0.0 0.0 comm 2.75 2.75 13.5 12457 0.0 0.0 comm 2.75 2.75 13.5 12458 0.0 0.0 comm 2.75 2.75 13.5 12459 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12455 0.000675 0.000675 1.0 0.000675 12456 0.000675 0.000675 1.0 0.000675 12457 0.000675 0.000675 1.0 0.000675 12458 0.000675 0.000675 1.0 0.000675 12459 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12719 @ACEBE1 KOS KRW KR 0.0 0.0 12720 @WONPU1 KOS KRW KR 0.0 0.0 12721 @EYEVI1 KOS KRW KR 0.0 0.0 12722 @PROCH4 KOS KRW KR 0.0 0.0 12723 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12719 0.0 30.0 comm 2.75 2.75 35.5 12720 0.0 30.0 comm 2.75 2.75 35.5 12721 0.0 30.0 comm 2.75 2.75 35.5 12722 0.0 30.0 comm 2.75 2.75 35.5 12723 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12719 0.000275 0.003275 1.0 0.001775 12720 0.000275 0.003275 1.0 0.001775 12721 0.000275 0.003275 1.0 0.001775 12722 0.000275 0.003275 1.0 0.001775 12723 0.000275 0.003275 1.0 0.001775 (prod: 25448 ) 2024-08-09 07:57:26 [INFO] Writing [19486] [/signal/signal08/prod/2024/0807/tcost_linear_cost_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:28 [INFO] Writing [46209] [/signal/signal08/prod/2024/0807/shares_outstanding_latest_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:57:44 [INFO] Writing [31114] [/signal/signal08/prod/2024/0807/fiscal_meta_frame_20240807_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14971 @ASIAS3 TKS JPY JP 0.0 0.0 14972 @KAKIY1 TKS JPY JP 0.0 0.0 14973 @AGROK3 TKS JPY JP 0.0 0.0 14974 @AICAK1 TKS JPY JP 0.0 0.0 14975 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14971 0.0 0.0 comm 1.25 1.25 2.5 14972 0.0 0.0 comm 1.25 1.25 2.5 14973 0.0 0.0 comm 1.25 1.25 2.5 14974 0.0 0.0 comm 1.25 1.25 2.5 14975 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14971 0.000125 0.000125 1.0 0.000125 14972 0.000125 0.000125 1.0 0.000125 14973 0.000125 0.000125 1.0 0.000125 14974 0.000125 0.000125 1.0 0.000125 14975 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18259 @AFFIN8 KLS MYR MY 3.0 3.0 18260 @AJINO4 KLS MYR MY 3.0 3.0 18261 @AJIYA1 KLS MYR MY 3.0 3.0 18262 @KOBAY2 KLS MYR MY 3.0 3.0 18263 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18259 10.0 10.0 comm 5.0 5.0 36.0 18260 10.0 10.0 comm 5.0 5.0 36.0 18261 10.0 10.0 comm 5.0 5.0 36.0 18262 10.0 10.0 comm 5.0 5.0 36.0 18263 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18259 0.0018 0.0018 1.0 0.0018 18260 0.0018 0.0018 1.0 0.0018 18261 0.0018 0.0018 1.0 0.0018 18262 0.0018 0.0018 1.0 0.0018 18263 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18857 @AIKAC2 BKK THB TH 0.0 0.0 18858 @ALUCO1 BKK THB TH 0.0 0.0 18859 @AMARI4 BKK THB TH 0.0 0.0 18860 @AMARI6 BKK THB TH 0.0 0.0 18861 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18857 0.0 0.0 comm 5.0 5.0 10.0 18858 0.0 0.0 comm 5.0 5.0 10.0 18859 0.0 0.0 comm 5.0 5.0 10.0 18860 0.0 0.0 comm 5.0 5.0 10.0 18861 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18857 0.0005 0.0005 1.0 0.0005 18858 0.0005 0.0005 1.0 0.0005 18859 0.0005 0.0005 1.0 0.0005 18860 0.0005 0.0005 1.0 0.0005 18861 0.0005 0.0005 1.0 0.0005 --- (prod: 25448 ) 2024-08-09 07:57:44 [INFO] (prod: 25448 ) 2024-08-09 07:57:44 [INFO] Updating signal depth 2 / 45 (prod: 25448 ) 2024-08-09 07:57:44 [INFO] (prod: 25448 ) 2024-08-09 07:57:45 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-07' AND '2024-08-07' AND a.priceClose IS NOT NULL (prod: 25448 ) 2024-08-09 07:57:46 [INFO] Writing [157] [/signal/signal08/prod/2024/0807/fx_returns_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:05 [INFO] Writing [30714] [/signal/signal08/prod/2024/0807/total_return_volatility_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:24 [INFO] Writing [29016] [/signal/signal08/prod/2024/0807/price_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:25 [INFO] (prod: 25448 ) 2024-08-09 07:58:25 [INFO] Updating signal depth 3 / 45 (prod: 25448 ) 2024-08-09 07:58:25 [INFO] (prod: 25448 ) 2024-08-09 07:58:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 07:58:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 07:58:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 07:58:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 07:58:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_loan_loss_allowance_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_loan_loss_allowance_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_loans_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_loans_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_loans_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_deposits_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_deposits_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_cf_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_bs_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_inventory_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cashflow_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_deposits_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_inventory_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_inventory_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_cf_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:53 [INFO] Writing [29818] [/signal/signal08/prod/2024/0807/auxiliary_returns_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:58:55 [INFO] Writing [29066] [/signal/signal08/prod/2024/0807/parkinson_volatility_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cashflow_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_gross_loans_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_gross_loans_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_is_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_is_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_loan_loss_allowance_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_gross_loans_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sgna_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_cash_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_equity_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_is_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_capital_expenditure_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_capital_expenditure_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cashflow_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_equity_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_capital_expenditure_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_equity_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 07:59:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_cash_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:00 [INFO] Writing [29964] [/signal/signal08/prod/2024/0807/adv_usdm_60D_median_dxy_adj_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_effective_taxrate_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_income_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_revenue_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_insu_reserves_cf_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_insu_reserves_cf_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_curr_lt_debts_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sgna_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_income_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_revenue_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_st_borrowings_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_insu_reserves_cf_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_non_performing_loans_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_non_performing_loans_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_st_borrowings_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_non_performing_loans_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:51 [INFO] Writing [32154] [/signal/signal08/prod/2024/0807/price_frame_latest_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_curr_lt_debts_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:00:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_st_borrowings_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_income_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_effective_taxrate_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_revenue_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_effective_taxrate_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_net_income_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ebitda_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ebitda_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_net_income_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ebitda_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:01:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_bs_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_cash_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_assets_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_assets_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sgna_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_is_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_assets_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_is_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_is_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_net_income_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_amtz_dpac_cf_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_curr_lt_debts_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_mnty_bs_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:39 [INFO] (prod: 25448 ) 2024-08-09 08:02:39 [INFO] Updating signal depth 4 / 45 (prod: 25448 ) 2024-08-09 08:02:39 [INFO] (prod: 25448 ) 2024-08-09 08:02:40 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-09' AND '2024-08-09' AND a.priceClose IS NOT NULL (prod: 25448 ) 2024-08-09 08:02:44 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:02:45 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:02:45 [INFO] Writing [16478] [/signal/signal00/prod/estimates_frame_cps_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:45 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:02:46 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:02:46 [INFO] Writing [25379] [/signal/signal00/prod/estimates_frame_bps_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:50 [INFO] Writing [9565] [/signal/signal00/prod/estimates_frame_tps_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:54 [INFO] Writing [40417] [/signal/signal00/prod/estimates_frame_dps_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:57 [INFO] Writing [30102] [/signal/signal08/prod/2024/0809/share_holdings_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:57 [INFO] Writing [46209] [/signal/signal08/prod/2024/0809/shares_outstanding_latest_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:57 [INFO] Writing [19147] [/signal/signal08/prod/2024/0809/price_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:02:58 [INFO] Writing [32147] [/signal/signal08/prod/2024/0809/price_frame_latest_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:03:11 [INFO] Writing [123344] [/signal/signal00/prod/trading_backfilled_bcost_frame_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:03:31 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:03:32 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:03:33 [INFO] Writing [65907] [/signal/signal00/prod/estimates_frame_eps_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:03:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:03:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adv_expense_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:03:40 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:03:41 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:03:43 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:03:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adv_expense_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_rnd_expense_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_payables_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_payables_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adv_expense_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_payables_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_rnd_expense_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_bank_income_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_rnd_expense_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:04:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_interest_expense_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_interest_expense_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_interest_expense_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_bank_income_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_receivables_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_bank_income_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_receivables_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_receivables_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:32 [INFO] (prod: 25448 ) 2024-08-09 08:05:32 [INFO] Updating signal depth 5 / 45 (prod: 25448 ) 2024-08-09 08:05:32 [INFO] (prod: 25448 ) 2024-08-09 08:05:42 [INFO] Writing [13988] [/signal/signal00/prod/trading_median_bcost_backfilled_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:05:51 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:05:52 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:05:54 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:06:12 [INFO] Writing [11404] [/signal/signal08/prod/2024/0807/trading_bcost_multiplier_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:06:21 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:06:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_common_equity_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:06:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_common_equity_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_income_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_common_equity_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_gross_profit_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_income_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_income_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_is_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_gross_profit_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_is_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_assets_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_gross_profit_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_is_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:38 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:07:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_debt_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:48 [INFO] Writing [34889] [/signal/signal08/prod/2024/0807/consensus_frame_cps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_bs_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:07:53 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:08:06 [INFO] Writing [46422] [/signal/signal08/prod/2024/0807/consensus_frame_bps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:19 [INFO] Writing [54485] [/signal/signal08/prod/2024/0807/consensus_frame_dps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:33 [INFO] Writing [12971] [/signal/signal08/prod/2024/0807/consensus_frame_tps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_debt_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_total_debt_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:38 [INFO] Writing [31085] [/signal/signal08/prod/2024/0807/fiscal_total_assets_frame_current_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_bs_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:41 [INFO] Writing [30577] [/signal/signal08/prod/2024/0807/bp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_minority_bs_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_assets_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_assets_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:08:49 [INFO] Writing [66039] [/signal/signal08/prod/2024/0807/consensus_frame_eps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:09:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_dna_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:09:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_dna_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:09:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_dna_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:09:46 [INFO] (prod: 25448 ) 2024-08-09 08:09:46 [INFO] Updating signal depth 6 / 45 (prod: 25448 ) 2024-08-09 08:09:46 [INFO] (prod: 25448 ) 2024-08-09 08:09:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:09:49 [INFO] Writing [142009] [/signal/signal08/prod/2024/0807/earnings_frame_cfo_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:09:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adj_cfo_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:10:30 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:10:49 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:11:01 [INFO] Writing [71593] [/signal/signal08/prod/2024/0807/estchg_frame_tps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sales_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sales_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:10 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:11:19 [INFO] Writing [85406] [/signal/signal08/prod/2024/0807/estchg_frame_cps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adj_cfo_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_working_capital_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:31 [INFO] Writing [15874] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_eps_4W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:32 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:11:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_working_capital_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:37 [INFO] Writing [44000] [/signal/signal08/prod/2024/0807/earnings_frame_bvl_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:38 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 25448 ) 2024-08-09 08:11:38 [INFO] Writing [19211] [/signal/signal08/prod/2024/0807/univwt_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:11:40 [INFO] Writing [12918] [/signal/signal08/prod/2024/0807/tpp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_sales_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_adj_cfo_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:50 [INFO] Writing [204228] [/signal/signal08/prod/2024/0807/estchg_frame_dps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_net_working_capital_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:11:57 [INFO] Writing [14744] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_eps_13W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:12 [INFO] Writing [310811] [/signal/signal08/prod/2024/0807/estchg_frame_eps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:46 [INFO] Writing [140900] [/signal/signal08/prod/2024/0807/estchg_frame_bps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:47 [INFO] (prod: 25448 ) 2024-08-09 08:12:47 [INFO] Updating signal depth 7 / 45 (prod: 25448 ) 2024-08-09 08:12:47 [INFO] (prod: 25448 ) 2024-08-09 08:12:50 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:12:50 [INFO] Writing [21279] [/signal/signal00/prod/estimates_frame_nav_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:50 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:12:53 [INFO] Writing [15327] [/signal/signal08/prod/2024/0807/revision_frame_eps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_equity_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fcf_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:12:57 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fcf_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_equity_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:09 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:10 [INFO] Writing [30557] [/signal/signal08/prod/2024/0807/extended_mktcap_usdm_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ppi_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:13 [INFO] Writing [150982] [/signal/signal08/prod/2024/0807/earnings_frame_net_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ppi_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noplat_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noplat_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:19 [INFO] Writing [8345] [/signal/signal08/prod/2024/0807/revision_frame_cps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:20 [INFO] Writing [11860] [/signal/signal08/prod/2024/0807/revision_frame_tps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_ppi_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:21 [INFO] Writing [10789] [/signal/signal08/prod/2024/0807/revision_frame_bps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fcf_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noplat_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:22 [INFO] Writing [13114] [/signal/signal08/prod/2024/0807/revision_frame_dps_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_fin_adj_equity_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:25 [INFO] (prod: 25448 ) 2024-08-09 08:13:25 [INFO] Updating signal depth 8 / 45 (prod: 25448 ) 2024-08-09 08:13:25 [INFO] (prod: 25448 ) 2024-08-09 08:13:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:26 [INFO] Writing [951] [/signal/signal08/prod/2024/0807/bank_depp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:28 [INFO] Writing [19229] [/signal/signal08/prod/2024/0807/tcost_model_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:29 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:30 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:30 [INFO] Writing [1310] [/signal/signal08/prod/2024/0807/fncl_atp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:32 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:33 [INFO] Writing [20022] [/signal/signal08/prod/2024/0807/intp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:37 [INFO] Writing [141895] [/signal/signal08/prod/2024/0807/earnings_frame_adj_cfo_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:37 [INFO] Writing [30771] [/signal/signal08/prod/2024/0807/fiscal_sales_frame_current_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cash_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cash_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:46 [INFO] Writing [180877] [/signal/signal08/prod/2024/0807/earnings_frame_div_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:46 [INFO] Writing [30849] [/signal/signal08/prod/2024/0807/fiscal_year_fraction_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:46 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:13:46 [INFO] Writing [49753] [/signal/signal08/prod/2024/0807/consensus_frame_nav_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_operating_cash_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:13:56 [INFO] (prod: 25448 ) 2024-08-09 08:13:56 [INFO] Updating signal depth 9 / 45 (prod: 25448 ) 2024-08-09 08:13:56 [INFO] (prod: 25448 ) 2024-08-09 08:13:56 [INFO] SELECT CONVERT(DATE, a.tradeDate) AS tradeDate, a.assetKey, a.retIndex FROM vw_Ds2ReturnIndex AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-07-05' AND '2024-08-09' AND a.retIndex > 0 (prod: 25448 ) 2024-08-09 08:13:58 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:13:58 [INFO] Writing [6702] [/signal/signal00/prod/estimates_frame_opr_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:14:08 [INFO] Writing [48831] [/signal/signal00/prod/estimates_frame_ebt_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:14:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:14:08 [INFO] Writing [46590] [/signal/signal00/prod/estimates_frame_pre_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:14:10 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:14:11 [INFO] Writing [63648] [/signal/signal00/prod/estimates_frame_sal_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:14:15 [INFO] Writing [50531] [/signal/signal00/prod/estimates_frame_eda_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [29802] [/signal/signal08/prod/2024/0809/returns_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [7] [/signal/signal00/prod/market_return_frame_static_static_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [4229] [/signal/signal08/prod/2024/0807/revision_score_frame_cps_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [5814] [/signal/signal08/prod/2024/0807/revision_score_frame_bps_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [7287] [/signal/signal08/prod/2024/0807/revision_score_frame_dps_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [8120] [/signal/signal08/prod/2024/0807/revision_score_frame_eps_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:45 [INFO] Writing [32434] [/signal/signal08/prod/2024/0807/earnings_frame_bvl_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:46 [INFO] Writing [115134] [/signal/signal08/prod/2024/0807/earnings_frame_cfo_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:46 [INFO] Writing [5165] [/signal/signal08/prod/2024/0807/revision_score_frame_tps_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:15:46 [INFO] Writing [125002] [/signal/signal08/prod/2024/0807/earnings_frame_net_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:46 [INFO] Writing [152541] [/signal/signal08/prod/2024/0807/earnings_frame_div_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:46 [INFO] Writing [115054] [/signal/signal08/prod/2024/0807/earnings_frame_adj_cfo_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:48 [INFO] Writing [46046] [/signal/signal08/prod/2024/0807/earnings_frame_nav_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:15:50 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:15:50 [INFO] Writing [1300] [/signal/signal08/prod/2024/0807/fncl_ppip_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:16:00 [INFO] Writing [18694] [/signal/signal08/prod/2024/0807/fcfmom_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:16:54 [INFO] Writing [132825] [/signal/signal08/prod/2024/0807/estchg_frame_nav_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:16:54 [INFO] (prod: 25448 ) 2024-08-09 08:16:54 [INFO] Updating signal depth 10 / 45 (prod: 25448 ) 2024-08-09 08:16:54 [INFO] (prod: 25448 ) 2024-08-09 08:16:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_excess_cash_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:02 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:17:02 [INFO] Writing [22410] [/signal/signal08/prod/2024/0807/consensus_frame_opr_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_excess_cash_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:23 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:17:24 [INFO] Writing [55821] [/signal/signal08/prod/2024/0807/consensus_frame_eda_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:24 [INFO] Writing [11477] [/signal/signal08/prod/2024/0807/blended_earnings_frame_bvl_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:24 [INFO] Writing [34075] [/signal/signal08/prod/2024/0807/earnings_frame_nav_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:25 [INFO] Writing [10933] [/signal/signal08/prod/2024/0807/revision_frame_nav_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:28 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:17:28 [INFO] Writing [67631] [/signal/signal08/prod/2024/0807/consensus_frame_sal_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:28 [INFO] Writing [8758] [/signal/signal08/prod/2024/0807/blended_earnings_frame_adj_cfo_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:28 [INFO] Writing [8791] [/signal/signal08/prod/2024/0807/blended_earnings_frame_cfo_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:28 [INFO] Writing [13690] [/signal/signal08/prod/2024/0807/blended_earnings_frame_div_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Writing [15624] [/signal/signal08/prod/2024/0807/blended_earnings_frame_net_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Writing [53597] [/signal/signal08/prod/2024/0807/consensus_frame_ebt_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_excess_cash_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Writing [62390] [/signal/signal08/prod/2024/0807/consensus_frame_pre_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:29 [INFO] (prod: 25448 ) 2024-08-09 08:17:29 [INFO] Updating signal depth 11 / 45 (prod: 25448 ) 2024-08-09 08:17:29 [INFO] (prod: 25448 ) 2024-08-09 08:17:30 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:17:30 [INFO] Writing [15624] [/signal/signal08/prod/2024/0807/nip_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:31 [INFO] Writing [19211] [/signal/signal08/prod/2024/0807/trading_default_pb_cost_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:17:33 [INFO] Writing [136689] [/signal/signal08/prod/2024/0807/earnings_frame_eda_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:33 [INFO] Writing [5262] [/signal/signal08/prod/2024/0807/revision_score_frame_nav_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:17:33 [INFO] Writing [11877] [/signal/signal08/prod/2024/0807/blended_earnings_frame_nav_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:36 [INFO] Writing [14212] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_pre_13W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:37 [INFO] Writing [29814] [/signal/signal08/prod/2024/0807/logretw_reversal_4W_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:38 [INFO] Writing [29796] [/signal/signal08/prod/2024/0807/logretd_reversal_5D_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:39 [INFO] Writing [13690] [/signal/signal08/prod/2024/0807/dp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:39 [INFO] Writing [15380] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_pre_4W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:39 [INFO] Writing [8778] [/signal/signal08/prod/2024/0807/cfp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:40 [INFO] Writing [11477] [/signal/signal08/prod/2024/0807/forward_bp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:41 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:17:43 [INFO] Writing [170150] [/signal/signal08/prod/2024/0807/earnings_frame_sal_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:17:44 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:17:54 [INFO] Writing [166805] [/signal/signal08/prod/2024/0807/earnings_frame_pre_unweighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:00 [INFO] Writing [237886] [/signal/signal08/prod/2024/0807/estchg_frame_ebt_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:12 [INFO] Writing [256717] [/signal/signal08/prod/2024/0807/estchg_frame_pre_20240807_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.161145 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.999936 ... 0.18 0.01000 3 @AAEON2 0.567093 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19206 @ZYLOT2 0.000000 ... 1.00 0.00350 19207 @ZYLOX1 0.000000 ... 0.98 0.00375 19208 @ZYNPC1 0.000000 ... 0.11 0.00775 19209 @ZYXEL1 0.986485 ... 0.05 0.00475 19210 @ZZNOD1 0.000000 ... 1.00 0.00375 [19211 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.161145 ... 0.009 0.120000 1 @ADVAN297 0.000000 ... 0.009 0.120000 2 @ADVAN57 0.000000 ... 0.009 0.120000 3 @ADVEN16 0.000000 ... 0.009 0.120000 4 @AEONC11 0.000000 ... 0.009 0.120000 ... ... ... ... ... ... 19206 @TURNE4 0.000000 ... 0.004 0.092500 19207 @VECTO6 0.000000 ... 0.004 0.036675 19208 @VISTA20 0.000000 ... 0.004 0.092500 19209 @WAREH5 0.000000 ... 0.004 0.092500 19210 @WELLI12 0.000000 ... 0.004 0.092500 [19211 rows x 10 columns] (prod: 25448 ) 2024-08-09 08:19:13 [INFO] (prod: 25448 ) 2024-08-09 08:19:13 [INFO] Updating signal depth 12 / 45 (prod: 25448 ) 2024-08-09 08:19:13 [INFO] (prod: 25448 ) 2024-08-09 08:19:13 [INFO] Writing [138662] [/signal/signal08/prod/2024/0807/earnings_frame_pre_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:15 [INFO] Writing [11367] [/signal/signal08/prod/2024/0807/revision_frame_ebt_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:15 [INFO] Writing [14715] [/signal/signal08/prod/2024/0807/revision_frame_pre_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:16 [INFO] Writing [141972] [/signal/signal08/prod/2024/0807/earnings_frame_sal_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:16 [INFO] Writing [112364] [/signal/signal08/prod/2024/0807/earnings_frame_eda_weighted_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:19 [INFO] Writing [22144] [/signal/signal08/prod/2024/0807/trading_bcost_backfilled_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:19:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noa_frame_S_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:21 [INFO] Writing [11877] [/signal/signal08/prod/2024/0807/forward_navp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noa_frame_A_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:19:25 [INFO] Writing [27919] [/signal/signal08/prod/2024/0807/ev_usdm_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/fiscal_noa_frame_Q_delta_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:26 [INFO] (prod: 25448 ) 2024-08-09 08:19:26 [INFO] Updating signal depth 13 / 45 (prod: 25448 ) 2024-08-09 08:19:26 [INFO] (prod: 25448 ) 2024-08-09 08:19:26 [INFO] Writing [4532] [/signal/signal08/prod/2024/0807/revision_score_frame_ebt_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:19:26 [INFO] Writing [7967] [/signal/signal08/prod/2024/0807/revision_score_frame_pre_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:19:27 [INFO] Writing [15709] [/signal/signal08/prod/2024/0807/blended_earnings_frame_sal_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:27 [INFO] Writing [19211] [/signal/signal08/prod/2024/0807/trading_position_bounds_frame_20240807_strat_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:19:32 [INFO] Writing [14572] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_sal_4W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:33 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:19:34 [INFO] Writing [25093] [/signal/signal08/prod/2024/0807/fcfev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:35 [INFO] Writing [8535] [/signal/signal08/prod/2024/0807/cfoev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:40 [INFO] Writing [13516] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_sal_13W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:40 [INFO] Writing [15284] [/signal/signal08/prod/2024/0807/blended_earnings_frame_pre_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:41 [INFO] Writing [12343] [/signal/signal08/prod/2024/0807/blended_earnings_frame_eda_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:42 [INFO] Writing [11232] [/signal/signal08/prod/2024/0807/pregp_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:49 [INFO] Writing [26878] [/signal/signal08/prod/2024/0807/gpev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:54 [INFO] Writing [8623] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_cps_4W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:19:55 [INFO] Writing [10877] [/signal/signal08/prod/2024/0807/salgev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:20:00 [INFO] Writing [8494] [/signal/signal08/prod/2024/0807/consensus_ratio_frame_cps_13W_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:20:06 [INFO] Writing [27577] [/signal/signal08/prod/2024/0807/trailing_ebitdaev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:20:35 [INFO] Writing [23707] [/signal/signal08/prod/2024/0807/normeev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:20:45 [INFO] Writing [49947] [/signal/signal08/prod/2024/0807/estchg_frame_opr_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:19 [INFO] Writing [234429] [/signal/signal08/prod/2024/0807/estchg_frame_eda_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:21 [INFO] Writing [282833] [/signal/signal08/prod/2024/0807/estchg_frame_sal_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:22 [INFO] (prod: 25448 ) 2024-08-09 08:21:22 [INFO] Updating signal depth 14 / 45 (prod: 25448 ) 2024-08-09 08:21:22 [INFO] (prod: 25448 ) 2024-08-09 08:21:23 [INFO] Writing [15257] [/signal/signal08/prod/2024/0807/ep_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:23 [INFO] Writing [14485] [/signal/signal08/prod/2024/0807/sev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:24 [INFO] Writing [11843] [/signal/signal08/prod/2024/0807/ebitdaev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:24 [INFO] Writing [5382] [/signal/signal08/prod/2024/0807/composite_cratio_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:25 [INFO] Writing [5919] [/signal/signal08/prod/2024/0807/revision_frame_opr_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:25 [INFO] Writing [11466] [/signal/signal08/prod/2024/0807/revision_frame_eda_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/regression_design_mcisb_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:26 [INFO] Writing [13979] [/signal/signal08/prod/2024/0807/revision_frame_sal_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:26 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Writing [27894] [/signal/signal08/prod/2024/0807/noaev_frame_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:27 [INFO] (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Updating signal depth 15 / 45 (prod: 25448 ) 2024-08-09 08:21:27 [INFO] (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Found [16] outliers in [208] observations (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Found [14] outliers in [262] observations (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/bank_depp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/fncl_atp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/rollup_weights_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Found [356] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Found [329] outliers in [7450] observations (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/logretw_reversal_4W_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/logretd_reversal_5D_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Found [955] outliers in [18793] observations (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Found [289] outliers in [4778] observations (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Found [14] outliers in [268] observations (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/fncl_ppip_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/fcfmom_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:29 [INFO] Found [262] outliers in [4355] observations (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/tpp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/resretw_regression_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Found [195] outliers in [3499] observations (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Found [445] outliers in [7391] observations (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/cfp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/bp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Found [261] outliers in [4279] observations (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Found [261] outliers in [5102] observations (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/nip_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/forward_navp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:21:31 [INFO] Found [280] outliers in [4633] observations (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Found [390] outliers in [6198] observations (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/forward_bp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [7692] [/signal/signal08/prod/2024/0807/revision_score_frame_sal_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Found [229] outliers in [4705] observations (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/intp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [5123] [/signal/signal08/prod/2024/0807/revision_score_frame_opr_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [5515] [/signal/signal08/prod/2024/0807/revision_score_frame_eda_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/dp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:32 [INFO] (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Updating signal depth 16 / 45 (prod: 25448 ) 2024-08-09 08:21:32 [INFO] (prod: 25448 ) 2024-08-09 08:21:32 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/cfp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Found [174] outliers in [3503] observations (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/cfoev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/bp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/nip_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/forward_navp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Found [396] outliers in [6602] observations (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Writing [19] [/signal/signal08/prod/2024/0807/fncl_atp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:33 [INFO] Found [364] outliers in [7024] observations (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/fcfev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/trailing_ebitdaev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Found [222] outliers in [4385] observations (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/pregp_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/logretd_reversal_5D_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/intp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/dp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:34 [INFO] Found [340] outliers in [6544] observations (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Found [429] outliers in [6902] observations (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/normeev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Found [211] outliers in [4153] observations (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/logretw_reversal_4W_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [2833] [/signal/signal00/prod/estimates_frame_rec_static_static_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/gpev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/fcfmom_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/salgev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:48 [INFO] Writing [35861] [/signal/signal08/prod/2024/0807/estchg_frame_rec_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:48 [INFO] Writing [9900] [/signal/signal08/prod/2024/0807/revision_frame_rec_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:21:48 [INFO] Writing [4937] [/signal/signal08/prod/2024/0807/revision_score_frame_rec_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Writing [8346] [/signal/signal08/prod/2024/0807/revision_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:49 [INFO] (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Updating signal depth 17 / 45 (prod: 25448 ) 2024-08-09 08:21:49 [INFO] (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/gpev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Writing [268] [/signal/signal08/prod/2024/0807/fncl_ppip_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Found [336] outliers in [5381] observations (prod: 25448 ) 2024-08-09 08:21:49 [INFO] Found [213] outliers in [4234] observations (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/composite_cratio_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Writing [208] [/signal/signal08/prod/2024/0807/bank_depp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/ebitdaev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Writing [7391] [/signal/signal08/prod/2024/0807/bp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:50 [INFO] Found [299] outliers in [5031] observations (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/sev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [8822] [/signal/signal08/prod/2024/0807/wtd_revision_frame_13W_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [4633] [/signal/signal08/prod/2024/0807/forward_bp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [4355] [/signal/signal08/prod/2024/0807/tpp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [262] [/signal/signal08/prod/2024/0807/fncl_atp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/pregp_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:51 [INFO] Writing [4778] [/signal/signal08/prod/2024/0807/fcfmom_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:53 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/logretd_reversal_5D_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:53 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/bp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [19] [/signal/signal08/prod/2024/0807/fncl_atp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [7450] [/signal/signal08/prod/2024/0807/logretd_reversal_5D_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [7452] [/signal/signal08/prod/2024/0807/logretw_reversal_4W_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/fcfev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [6198] [/signal/signal08/prod/2024/0807/intp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/normeev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/trailing_ebitdaev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Writing [4279] [/signal/signal08/prod/2024/0807/forward_navp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:54 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:55 [INFO] Found [398] outliers in [7055] observations (prod: 25448 ) 2024-08-09 08:21:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/noaev_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/fcfmom_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:56 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/cfoev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:58 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/logretw_reversal_4W_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:58 [INFO] Writing [4705] [/signal/signal08/prod/2024/0807/dp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:58 [INFO] Writing [5102] [/signal/signal08/prod/2024/0807/nip_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:58 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/intp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:58 [INFO] Writing [3499] [/signal/signal08/prod/2024/0807/cfp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:21:59 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:21:59 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:21:59 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:21:59 [INFO] Found [251] outliers in [5118] observations (prod: 25448 ) 2024-08-09 08:21:59 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/ep_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/nip_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/dp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/cfp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Updating signal depth 18 / 45 (prod: 25448 ) 2024-08-09 08:22:02 [INFO] (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [72] [/signal/signal08/prod/2024/0807/sev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [6544] [/signal/signal08/prod/2024/0807/normeev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [7226] [/signal/signal08/prod/2024/0807/fmom_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [3503] [/signal/signal08/prod/2024/0807/cfoev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [6902] [/signal/signal08/prod/2024/0807/gpev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:02 [INFO] Writing [4153] [/signal/signal08/prod/2024/0807/salgev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:03 [INFO] Writing [18793] [/signal/signal08/prod/2024/0807/resretw_reversal_4W_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:03 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/ep_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:03 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/composite_cratio_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:03 [INFO] Writing [7024] [/signal/signal08/prod/2024/0807/trailing_ebitdaev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:04 [INFO] Writing [29620] [/signal/signal08/prod/2024/0807/linked_rev_pct_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:06 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/pregp_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:06 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/ebitdaev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:06 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/gpev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/noaev_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:06 [INFO] Writing [6602] [/signal/signal08/prod/2024/0807/fcfev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/trailing_ebitdaev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:07 [INFO] Writing [4385] [/signal/signal08/prod/2024/0807/pregp_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:08 [INFO] Writing [29620] [/signal/signal08/prod/2024/0807/linked_rev_ud_frame_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:09 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/fcfev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:10 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/normeev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Writing [71] [/signal/signal08/prod/2024/0807/cfoev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:11 [INFO] (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Updating signal depth 19 / 45 (prod: 25448 ) 2024-08-09 08:22:11 [INFO] (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Writing [5031] [/signal/signal08/prod/2024/0807/sev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Writing [5118] [/signal/signal08/prod/2024/0807/ep_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Found [392] outliers in [7226] observations (prod: 25448 ) 2024-08-09 08:22:11 [INFO] Found [368] outliers in [5231] observations (prod: 25448 ) 2024-08-09 08:22:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/fmom_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/rev_ud_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:12 [INFO] Writing [7055] [/signal/signal08/prod/2024/0807/noaev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:15 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/ep_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:15 [INFO] Writing [4234] [/signal/signal08/prod/2024/0807/ebitdaev_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:15 [INFO] Writing [72] [/signal/signal08/prod/2024/0807/sev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:15 [INFO] Writing [5381] [/signal/signal08/prod/2024/0807/composite_cratio_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/composite_cratio_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Found [361] outliers in [5231] observations (prod: 25448 ) 2024-08-09 08:22:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/rev_pct_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:17 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/noaev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/ebitdaev_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Updating signal depth 20 / 45 (prod: 25448 ) 2024-08-09 08:22:19 [INFO] (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/rev_ud_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/fmom_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/rev_pct_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [7451] [/signal/signal08/prod/2024/0807/value_liq_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [7350] [/signal/signal08/prod/2024/0807/stability_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [7449] [/signal/signal08/prod/2024/0807/value_gc_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Writing [7453] [/signal/signal08/prod/2024/0807/quality_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:19 [INFO] Found [323] outliers in [5399] observations (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Found [319] outliers in [5399] observations (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/wtd_rev_ud_13W_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/wtd_rev_pct_13W_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:20 [INFO] (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Updating signal depth 21 / 45 (prod: 25448 ) 2024-08-09 08:22:20 [INFO] (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Found [430] outliers in [7453] observations (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Found [423] outliers in [7350] observations (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Found [335] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/quality_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/stability_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Writing [7226] [/signal/signal08/prod/2024/0807/fmom_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/resretw_reversal_4W_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Found [451] outliers in [7449] observations (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Found [349] outliers in [6081] observations (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/value_gc_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/linked_rev_pct_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Found [468] outliers in [7451] observations (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/value_liq_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Writing [5231] [/signal/signal08/prod/2024/0807/rev_ud_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/wtd_rev_pct_13W_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/wtd_rev_ud_13W_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:23 [INFO] Writing [5231] [/signal/signal08/prod/2024/0807/rev_pct_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:24 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:24 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:24 [INFO] Found [378] outliers in [6076] observations (prod: 25448 ) 2024-08-09 08:22:24 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/linked_rev_ud_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:25 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/fmom_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:26 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/rev_pct_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:26 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/rev_ud_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:26 [INFO] (prod: 25448 ) 2024-08-09 08:22:26 [INFO] Updating signal depth 22 / 45 (prod: 25448 ) 2024-08-09 08:22:26 [INFO] (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/value_liq_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/value_gc_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/stability_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/resretw_reversal_4W_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/quality_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [5399] [/signal/signal08/prod/2024/0807/wtd_rev_ud_13W_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linked_rev_ud_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linked_rev_pct_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:27 [INFO] Writing [5399] [/signal/signal08/prod/2024/0807/wtd_rev_pct_13W_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:29 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/wtd_rev_pct_13W_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:29 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/wtd_rev_ud_13W_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:29 [INFO] (prod: 25448 ) 2024-08-09 08:22:29 [INFO] Updating signal depth 23 / 45 (prod: 25448 ) 2024-08-09 08:22:29 [INFO] (prod: 25448 ) 2024-08-09 08:22:30 [INFO] Writing [5530] [/signal/signal08/prod/2024/0807/revision_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:30 [INFO] Writing [6081] [/signal/signal08/prod/2024/0807/linked_rev_pct_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:30 [INFO] Writing [7449] [/signal/signal08/prod/2024/0807/value_gc_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:30 [INFO] Writing [7452] [/signal/signal08/prod/2024/0807/resretw_reversal_4W_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:30 [INFO] Writing [6076] [/signal/signal08/prod/2024/0807/linked_rev_ud_score_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/value_liq_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/value_gc_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/quality_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linked_rev_ud_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [7350] [/signal/signal08/prod/2024/0807/stability_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:34 [INFO] Writing [7451] [/signal/signal08/prod/2024/0807/value_liq_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:35 [INFO] Writing [7453] [/signal/signal08/prod/2024/0807/quality_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/resretw_reversal_4W_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/stability_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linked_rev_pct_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Updating signal depth 24 / 45 (prod: 25448 ) 2024-08-09 08:22:38 [INFO] (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [6171] [/signal/signal08/prod/2024/0807/linkage_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [7408] [/signal/signal08/prod/2024/0807/momentum_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [7299] [/signal/signal08/prod/2024/0807/neglect_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [7452] [/signal/signal08/prod/2024/0807/reversal_composite_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Found [342] outliers in [5530] observations (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/revision_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:38 [INFO] (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Updating signal depth 25 / 45 (prod: 25448 ) 2024-08-09 08:22:38 [INFO] (prod: 25448 ) 2024-08-09 08:22:38 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/revision_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Found [320] outliers in [6171] observations (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Found [461] outliers in [7408] observations (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Found [410] outliers in [7299] observations (prod: 25448 ) 2024-08-09 08:22:39 [INFO] Found [259] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/linkage_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/momentum_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/neglect_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/reversal_neut_model_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Updating signal depth 26 / 45 (prod: 25448 ) 2024-08-09 08:22:40 [INFO] (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/reversal_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/momentum_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [5530] [/signal/signal08/prod/2024/0807/revision_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linkage_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/neglect_rollup_level_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0807/revision_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:43 [INFO] (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Updating signal depth 27 / 45 (prod: 25448 ) 2024-08-09 08:22:43 [INFO] (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Writing [6171] [/signal/signal08/prod/2024/0807/linkage_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Writing [7452] [/signal/signal08/prod/2024/0807/reversal_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Writing [7408] [/signal/signal08/prod/2024/0807/momentum_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:43 [INFO] Writing [7299] [/signal/signal08/prod/2024/0807/neglect_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/reversal_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/momentum_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/linkage_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/neglect_rollup_tss_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Updating signal depth 28 / 45 (prod: 25448 ) 2024-08-09 08:22:47 [INFO] (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Writing [7458] [/signal/signal08/prod/2024/0807/alpha_theme_frame_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:47 [INFO] (prod: 25448 ) 2024-08-09 08:22:47 [INFO] Updating signal depth 29 / 45 (prod: 25448 ) 2024-08-09 08:22:47 [INFO] (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/regression_design_facret_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:48 [INFO] (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Updating signal depth 30 / 45 (prod: 25448 ) 2024-08-09 08:22:48 [INFO] (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Found [391] outliers in [7462] observations (prod: 25448 ) 2024-08-09 08:22:48 [INFO] Found [401] outliers in [7451] observations (prod: 25448 ) 2024-08-09 08:22:49 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/regression_model_facretd_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:49 [INFO] Writing [6] [/signal/signal08/prod/2024/0807/regression_model_facretw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:49 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/size_rollup_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:50 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/country_rollup_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:50 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/industry_rollup_20240807_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:50 [INFO] (prod: 25448 ) 2024-08-09 08:22:50 [INFO] Updating signal depth 32 / 45 (prod: 25448 ) 2024-08-09 08:22:50 [INFO] (prod: 25448 ) 2024-08-09 08:22:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0807/specific_risk_empirical_facretw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:22:54 [INFO] (prod: 25448 ) 2024-08-09 08:22:54 [INFO] Updating signal depth 35 / 45 (prod: 25448 ) 2024-08-09 08:22:54 [INFO] (prod: 25448 ) 2024-08-09 08:23:02 [INFO] Writing [7] [/signal/signal08/prod/2024/0807/risk_model_facretw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:02 [INFO] (prod: 25448 ) 2024-08-09 08:23:02 [INFO] Updating signal depth 36 / 45 (prod: 25448 ) 2024-08-09 08:23:02 [INFO] /mnt/nfs/opt/anaconda3/lib/python3.7/site-packages/scipy/optimize/optimize.py:283: RuntimeWarning: Values in x were outside bounds during a minimize step, clipping to bounds (prod: 25448 ) 2024-08-09 08:23:03 [INFO] Writing [10] [/signal/signal08/prod/2024/0807/optimal_theme_weights_facretw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:03 [INFO] (prod: 25448 ) 2024-08-09 08:23:03 [INFO] Updating signal depth 38 / 45 (prod: 25448 ) 2024-08-09 08:23:03 [INFO] (prod: 25448 ) 2024-08-09 08:23:03 [INFO] Writing [7458] [/signal/signal08/prod/2024/0807/alpha_frame_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:04 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/size_alpha_scale_raw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:04 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/industry_alpha_scale_raw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:04 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/country_alpha_scale_raw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [10] [/signal/signal08/prod/2024/0807/trading_alpha_theme_exposure_bounds_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Updating signal depth 39 / 45 (prod: 25448 ) 2024-08-09 08:23:05 [INFO] (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/size_alpha_scale_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/country_alpha_scale_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/industry_alpha_scale_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Updating signal depth 40 / 45 (prod: 25448 ) 2024-08-09 08:23:05 [INFO] (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/country_alpha_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/size_alpha_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:05 [INFO] Writing [18866] [/signal/signal08/prod/2024/0807/industry_alpha_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:06 [INFO] Writing [6286] [/signal/signal08/prod/2024/0807/cp_stock_selection_alpha_score_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0807/realized_category_alpha_scale_frame_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:06 [INFO] (prod: 25448 ) 2024-08-09 08:23:06 [INFO] Updating signal depth 41 / 45 (prod: 25448 ) 2024-08-09 08:23:06 [INFO] (prod: 25448 ) 2024-08-09 08:23:06 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/stock_selection_alpha_scale_raw_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Writing [75] [/signal/signal08/prod/2024/0807/category_alpha_scale_frame_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Updating signal depth 42 / 45 (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Writing [19604] [/signal/signal08/prod/2024/0807/category_alpha_scale_cisb_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Updating signal depth 43 / 45 (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Writing [1] [/signal/signal08/prod/2024/0807/stock_selection_alpha_scale_hybrid_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:10 [INFO] Updating signal depth 44 / 45 (prod: 25448 ) 2024-08-09 08:23:10 [INFO] (prod: 25448 ) 2024-08-09 08:23:11 [INFO] Writing [7458] [/signal/signal08/prod/2024/0807/stock_selection_alpha_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:11 [INFO] (prod: 25448 ) 2024-08-09 08:23:11 [INFO] Updating signal depth 45 / 45 (prod: 25448 ) 2024-08-09 08:23:11 [INFO] (prod: 25448 ) 2024-08-09 08:23:11 [INFO] Writing [7458] [/signal/signal08/prod/2024/0807/alpha_20240807_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:23:13 [INFO] (prod: 25448 ) 2024-08-09 08:23:13 [INFO] Updating signal depth 0 / 45 (prod: 25448 ) 2024-08-09 08:23:13 [INFO] (prod: 25448 ) 2024-08-09 08:23:13 [INFO] SELECT CONVERT(DATE, a.tradeDate) AS tradeDate, a.assetKey, a.retIndex FROM vw_Ds2ReturnIndex AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-07-04' AND '2024-08-08' AND a.retIndex > 0 (prod: 25448 ) 2024-08-09 08:23:18 [INFO] Writing [30102] [/signal/signal08/prod/2024/0808/share_holdings_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:23:37 [INFO] Writing [29810] [/signal/signal08/prod/2024/0808/returns_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:23:37 [INFO] (prod: 25448 ) 2024-08-09 08:23:37 [INFO] Updating signal depth 1 / 45 (prod: 25448 ) 2024-08-09 08:23:37 [INFO] dch::linear_cost.compute dframe: assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 ... ... ... ... ... ... ... 19481 @MISSG1 BKK THB TH 0.000 0.000 19482 @ASIAN131 BKK THB TH 0.000 0.000 19483 @THAIC32 BKK THB TH 0.000 0.000 19484 @NEOCO4 BKK THB TH 0.000 0.000 19485 @STONE205 BKK THB TH 0.000 0.000 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 ... ... ... ... ... ... ... 19481 0.0 0.0 comm 5.0 5.0 10.000 19482 0.0 0.0 comm 5.0 5.0 10.000 19483 0.0 0.0 comm 5.0 5.0 10.000 19484 0.0 0.0 comm 5.0 5.0 10.000 19485 0.0 0.0 comm 5.0 5.0 10.000 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 ... ... ... ... ... 19481 0.000500 0.000500 1.0 0.000500 19482 0.000500 0.000500 1.0 0.000500 19483 0.000500 0.000500 1.0 0.000500 19484 0.000500 0.000500 1.0 0.000500 19485 0.000500 0.000500 1.0 0.000500 [19486 rows x 16 columns] --- CN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 --- HK assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 5101 @JIANG2 HKG HKD HK 0.77 0.77 5102 @ASMPA2 HKG HKD HK 0.77 0.77 5103 @YEEBO2 HKG HKD HK 0.77 0.77 5104 @ABCCO3 HKG HKD HK 0.77 0.77 5105 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5101 10.0 10.0 comm 2.0 2.0 25.54 5102 10.0 10.0 comm 2.0 2.0 25.54 5103 10.0 10.0 comm 2.0 2.0 25.54 5104 10.0 10.0 comm 2.0 2.0 25.54 5105 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5101 0.001277 0.001277 1.0 0.001277 5102 0.001277 0.001277 1.0 0.001277 5103 0.001277 0.001277 1.0 0.001277 5104 0.001277 0.001277 1.0 0.001277 5105 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7226 @EVERT2 TAI TWD TW 0.0 0.0 7227 @AGVPR1 TAI TWD TW 0.0 0.0 7228 @ABILI2 TAI TWD TW 0.0 0.0 7229 @ACCTO2 TAI TWD TW 0.0 0.0 7230 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7226 0.0 30.0 comm 2.75 2.75 35.5 7227 0.0 30.0 comm 2.75 2.75 35.5 7228 0.0 30.0 comm 2.75 2.75 35.5 7229 0.0 30.0 comm 2.75 2.75 35.5 7230 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7226 0.000275 0.003275 1.0 0.001775 7227 0.000275 0.003275 1.0 0.001775 7228 0.000275 0.003275 1.0 0.001775 7229 0.000275 0.003275 1.0 0.001775 7230 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8880 @INTIK1 IDX IDR ID 4.0 4.0 8881 @BUKIT1 IDX IDR ID 4.0 4.0 8882 @ADESA1 IDX IDR ID 4.0 4.0 8883 @PRASI1 IDX IDR ID 4.0 4.0 8884 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8880 0.3 10.3 comm 6.0 6.0 30.6 8881 0.3 10.3 comm 6.0 6.0 30.6 8882 0.3 10.3 comm 6.0 6.0 30.6 8883 0.3 10.3 comm 6.0 6.0 30.6 8884 0.3 10.3 comm 6.0 6.0 30.6 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8880 0.00103 0.00203 1.0 0.00153 8881 0.00103 0.00203 1.0 0.00153 8882 0.00103 0.00203 1.0 0.00153 8883 0.00103 0.00203 1.0 0.00153 8884 0.00103 0.00203 1.0 0.00153 --- PH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9445 @AGPIN1 PHS PHP PH 1.0 1.0 9446 @ASIAN7 PHS PHP PH 1.0 1.0 9447 @APCGR1 PHS PHP PH 1.0 1.0 9448 @ABSCB1 PHS PHP PH 1.0 1.0 9449 @ABACU9 PHS PHP PH 1.0 1.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9445 3.0 63.0 10.0 10.0 88.0 9446 3.0 63.0 10.0 10.0 88.0 9447 3.0 63.0 10.0 10.0 88.0 9448 3.0 63.0 10.0 10.0 88.0 9449 3.0 63.0 10.0 10.0 88.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9445 0.0014 0.0074 1.0 0.0044 9446 0.0014 0.0074 1.0 0.0044 9447 0.0014 0.0074 1.0 0.0044 9448 0.0014 0.0074 1.0 0.0044 9449 0.0014 0.0074 1.0 0.0044 --- AU assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9661 @ARBCO1 ASX AUD AU 0.0 0.0 9662 @ADELA4 ASX AUD AU 0.0 0.0 9663 @ALIQU1 ASX AUD AU 0.0 0.0 9664 @CAPRA1 ASX AUD AU 0.0 0.0 9665 @ALKAN2 ASX AUD AU 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9661 0.0 0.0 comm 2.25 2.25 4.5 9662 0.0 0.0 comm 2.25 2.25 4.5 9663 0.0 0.0 comm 2.25 2.25 4.5 9664 0.0 0.0 comm 2.25 2.25 4.5 9665 0.0 0.0 comm 2.25 2.25 4.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9661 0.000225 0.000225 1.0 0.000225 9662 0.000225 0.000225 1.0 0.000225 9663 0.000225 0.000225 1.0 0.000225 9664 0.000225 0.000225 1.0 0.000225 9665 0.000225 0.000225 1.0 0.000225 --- IN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 10538 @ABANL1 NSE INR IN 0.0 0.0 10539 @AHMED1 NSE INR IN 0.0 0.0 10540 @AEGIS12 NSE INR IN 0.0 0.0 10541 @ALKYL1 NSE INR IN 0.0 0.0 10542 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10538 0.0 0.0 comm 5.0 5.0 10.0 10539 0.0 0.0 comm 5.0 5.0 10.0 10540 0.0 0.0 comm 5.0 5.0 10.0 10541 0.0 0.0 comm 5.0 5.0 10.0 10542 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10538 0.0005 0.0005 1.0 0.0005 10539 0.0005 0.0005 1.0 0.0005 10540 0.0005 0.0005 1.0 0.0005 10541 0.0005 0.0005 1.0 0.0005 10542 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12378 @RESTA2 NZE NZD NZ 0.0 0.0 12379 @SCOTT22 NZE NZD NZ 0.0 0.0 12380 @HALLE6 NZE NZD NZ 0.0 0.0 12381 @AMPNZ1 NZE NZD NZ 0.0 0.0 12382 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12378 0.0 0.0 3.0 3.0 6.0 12379 0.0 0.0 3.0 3.0 6.0 12380 0.0 0.0 3.0 3.0 6.0 12381 0.0 0.0 3.0 3.0 6.0 12382 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12378 0.0003 0.0003 1.0 0.0003 12379 0.0003 0.0003 1.0 0.0003 12380 0.0003 0.0003 1.0 0.0003 12381 0.0003 0.0003 1.0 0.0003 12382 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12455 @ACMAL1 SES SGD SG 4.0 4.0 12456 @ASIAF1 SES SGD SG 4.0 4.0 12457 @AMARA1 SES SGD SG 4.0 4.0 12458 @SINGA31 SES SGD SG 4.0 4.0 12459 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12455 0.0 0.0 comm 2.75 2.75 13.5 12456 0.0 0.0 comm 2.75 2.75 13.5 12457 0.0 0.0 comm 2.75 2.75 13.5 12458 0.0 0.0 comm 2.75 2.75 13.5 12459 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12455 0.000675 0.000675 1.0 0.000675 12456 0.000675 0.000675 1.0 0.000675 12457 0.000675 0.000675 1.0 0.000675 12458 0.000675 0.000675 1.0 0.000675 12459 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12719 @ACEBE1 KOS KRW KR 0.0 0.0 12720 @WONPU1 KOS KRW KR 0.0 0.0 12721 @EYEVI1 KOS KRW KR 0.0 0.0 12722 @PROCH4 KOS KRW KR 0.0 0.0 12723 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12719 0.0 30.0 comm 2.75 2.75 35.5 12720 0.0 30.0 comm 2.75 2.75 35.5 12721 0.0 30.0 comm 2.75 2.75 35.5 12722 0.0 30.0 comm 2.75 2.75 35.5 12723 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12719 0.000275 0.003275 1.0 0.001775 12720 0.000275 0.003275 1.0 0.001775 12721 0.000275 0.003275 1.0 0.001775 12722 0.000275 0.003275 1.0 0.001775 12723 0.000275 0.003275 1.0 0.001775 (prod: 25448 ) 2024-08-09 08:23:38 [INFO] Writing [19486] [/signal/signal08/prod/2024/0808/tcost_linear_cost_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:23:39 [INFO] Writing [46209] [/signal/signal08/prod/2024/0808/shares_outstanding_latest_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:23:57 [INFO] Writing [31089] [/signal/signal08/prod/2024/0808/fiscal_meta_frame_20240808_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14971 @ASIAS3 TKS JPY JP 0.0 0.0 14972 @KAKIY1 TKS JPY JP 0.0 0.0 14973 @AGROK3 TKS JPY JP 0.0 0.0 14974 @AICAK1 TKS JPY JP 0.0 0.0 14975 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14971 0.0 0.0 comm 1.25 1.25 2.5 14972 0.0 0.0 comm 1.25 1.25 2.5 14973 0.0 0.0 comm 1.25 1.25 2.5 14974 0.0 0.0 comm 1.25 1.25 2.5 14975 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14971 0.000125 0.000125 1.0 0.000125 14972 0.000125 0.000125 1.0 0.000125 14973 0.000125 0.000125 1.0 0.000125 14974 0.000125 0.000125 1.0 0.000125 14975 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18259 @AFFIN8 KLS MYR MY 3.0 3.0 18260 @AJINO4 KLS MYR MY 3.0 3.0 18261 @AJIYA1 KLS MYR MY 3.0 3.0 18262 @KOBAY2 KLS MYR MY 3.0 3.0 18263 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18259 10.0 10.0 comm 5.0 5.0 36.0 18260 10.0 10.0 comm 5.0 5.0 36.0 18261 10.0 10.0 comm 5.0 5.0 36.0 18262 10.0 10.0 comm 5.0 5.0 36.0 18263 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18259 0.0018 0.0018 1.0 0.0018 18260 0.0018 0.0018 1.0 0.0018 18261 0.0018 0.0018 1.0 0.0018 18262 0.0018 0.0018 1.0 0.0018 18263 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18857 @AIKAC2 BKK THB TH 0.0 0.0 18858 @ALUCO1 BKK THB TH 0.0 0.0 18859 @AMARI4 BKK THB TH 0.0 0.0 18860 @AMARI6 BKK THB TH 0.0 0.0 18861 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18857 0.0 0.0 comm 5.0 5.0 10.0 18858 0.0 0.0 comm 5.0 5.0 10.0 18859 0.0 0.0 comm 5.0 5.0 10.0 18860 0.0 0.0 comm 5.0 5.0 10.0 18861 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18857 0.0005 0.0005 1.0 0.0005 18858 0.0005 0.0005 1.0 0.0005 18859 0.0005 0.0005 1.0 0.0005 18860 0.0005 0.0005 1.0 0.0005 18861 0.0005 0.0005 1.0 0.0005 --- (prod: 25448 ) 2024-08-09 08:23:57 [INFO] (prod: 25448 ) 2024-08-09 08:23:57 [INFO] Updating signal depth 2 / 45 (prod: 25448 ) 2024-08-09 08:23:57 [INFO] (prod: 25448 ) 2024-08-09 08:23:57 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-08' AND '2024-08-08' AND a.priceClose IS NOT NULL (prod: 25448 ) 2024-08-09 08:23:58 [INFO] Writing [157] [/signal/signal08/prod/2024/0808/fx_returns_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:04 [INFO] Writing [28983] [/signal/signal08/prod/2024/0808/price_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:18 [INFO] Writing [30691] [/signal/signal08/prod/2024/0808/total_return_volatility_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:19 [INFO] (prod: 25448 ) 2024-08-09 08:24:19 [INFO] Updating signal depth 3 / 45 (prod: 25448 ) 2024-08-09 08:24:19 [INFO] (prod: 25448 ) 2024-08-09 08:24:19 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:24:19 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_loan_loss_allowance_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_loans_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_loan_loss_allowance_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_loans_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_loans_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_deposits_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_deposits_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_cf_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_bs_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_inventory_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cashflow_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_deposits_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_inventory_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_inventory_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_cf_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:48 [INFO] Writing [29813] [/signal/signal08/prod/2024/0808/auxiliary_returns_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:50 [INFO] Writing [29081] [/signal/signal08/prod/2024/0808/parkinson_volatility_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cashflow_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_gross_loans_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:24:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_gross_loans_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_is_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_is_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_loan_loss_allowance_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_gross_loans_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sgna_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_cash_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_equity_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_is_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_capital_expenditure_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_capital_expenditure_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cashflow_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_equity_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_capital_expenditure_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_equity_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_cash_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:25:56 [INFO] Writing [29957] [/signal/signal08/prod/2024/0808/adv_usdm_60D_median_dxy_adj_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_revenue_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_effective_taxrate_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_income_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_insu_reserves_cf_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_insu_reserves_cf_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_curr_lt_debts_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sgna_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_revenue_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_income_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_st_borrowings_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_insu_reserves_cf_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_non_performing_loans_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_non_performing_loans_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_st_borrowings_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_non_performing_loans_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:46 [INFO] Writing [32150] [/signal/signal08/prod/2024/0808/price_frame_latest_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_curr_lt_debts_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:26:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_st_borrowings_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_income_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_effective_taxrate_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_revenue_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_effective_taxrate_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_net_income_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ebitda_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_net_income_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ebitda_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ebitda_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_bs_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:27:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_cash_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_assets_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_assets_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sgna_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_is_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_assets_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_is_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_is_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_amtz_dpac_cf_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_net_income_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_curr_lt_debts_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_mnty_bs_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:32 [INFO] (prod: 25448 ) 2024-08-09 08:28:32 [INFO] Updating signal depth 4 / 45 (prod: 25448 ) 2024-08-09 08:28:32 [INFO] (prod: 25448 ) 2024-08-09 08:28:34 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:28:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adv_expense_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:28:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:28:40 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:28:42 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:28:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adv_expense_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_rnd_expense_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_payables_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_payables_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adv_expense_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_payables_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_rnd_expense_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_bank_income_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_rnd_expense_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:29:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_interest_expense_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_interest_expense_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_interest_expense_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_bank_income_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_receivables_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_receivables_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_bank_income_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_receivables_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:30:30 [INFO] (prod: 25448 ) 2024-08-09 08:30:30 [INFO] Updating signal depth 5 / 45 (prod: 25448 ) 2024-08-09 08:30:30 [INFO] (prod: 25448 ) 2024-08-09 08:30:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:30:40 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:30:42 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:30:58 [INFO] Writing [11404] [/signal/signal08/prod/2024/0808/trading_bcost_multiplier_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:31:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_common_equity_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_common_equity_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_common_equity_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_income_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_gross_profit_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:31:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_income_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_income_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_is_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_gross_profit_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_is_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_assets_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_gross_profit_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_is_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:26 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:32:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_debt_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:37 [INFO] Writing [34918] [/signal/signal08/prod/2024/0808/consensus_frame_cps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_bs_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:32:42 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:32:55 [INFO] Writing [46432] [/signal/signal08/prod/2024/0808/consensus_frame_bps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:09 [INFO] Writing [54504] [/signal/signal08/prod/2024/0808/consensus_frame_dps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:23 [INFO] Writing [12972] [/signal/signal08/prod/2024/0808/consensus_frame_tps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_debt_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:28 [INFO] Writing [31060] [/signal/signal08/prod/2024/0808/fiscal_total_assets_frame_current_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_total_debt_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:29 [INFO] Writing [30553] [/signal/signal08/prod/2024/0808/bp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_bs_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_minority_bs_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_assets_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_assets_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:33:38 [INFO] Writing [66068] [/signal/signal08/prod/2024/0808/consensus_frame_eps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:34:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_dna_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:34:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_dna_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:34:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_dna_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:34:30 [INFO] (prod: 25448 ) 2024-08-09 08:34:30 [INFO] Updating signal depth 6 / 45 (prod: 25448 ) 2024-08-09 08:34:30 [INFO] (prod: 25448 ) 2024-08-09 08:34:31 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:34:33 [INFO] Writing [142077] [/signal/signal08/prod/2024/0808/earnings_frame_cfo_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:34:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adj_cfo_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:35:12 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:35:32 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:35:42 [INFO] Writing [71602] [/signal/signal08/prod/2024/0808/estchg_frame_tps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:35:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sales_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:35:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sales_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:35:56 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:36:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adj_cfo_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:02 [INFO] Writing [85231] [/signal/signal08/prod/2024/0808/estchg_frame_cps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_working_capital_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:14 [INFO] Writing [15890] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_eps_4W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_working_capital_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:17 [INFO] Writing [44009] [/signal/signal08/prod/2024/0808/earnings_frame_bvl_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:18 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:36:18 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 25448 ) 2024-08-09 08:36:18 [INFO] Writing [19211] [/signal/signal08/prod/2024/0808/univwt_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:36:20 [INFO] Writing [12919] [/signal/signal08/prod/2024/0808/tpp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_sales_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_adj_cfo_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_net_working_capital_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:36 [INFO] Writing [203760] [/signal/signal08/prod/2024/0808/estchg_frame_dps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:37 [INFO] Writing [14827] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_eps_13W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:36:57 [INFO] Writing [310085] [/signal/signal08/prod/2024/0808/estchg_frame_eps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:28 [INFO] Writing [140653] [/signal/signal08/prod/2024/0808/estchg_frame_bps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:28 [INFO] (prod: 25448 ) 2024-08-09 08:37:28 [INFO] Updating signal depth 7 / 45 (prod: 25448 ) 2024-08-09 08:37:28 [INFO] (prod: 25448 ) 2024-08-09 08:37:29 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:37:31 [INFO] Writing [15320] [/signal/signal08/prod/2024/0808/revision_frame_eps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_equity_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fcf_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:37:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fcf_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_equity_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:48 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:37:48 [INFO] Writing [30533] [/signal/signal08/prod/2024/0808/extended_mktcap_usdm_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ppi_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:52 [INFO] Writing [151014] [/signal/signal08/prod/2024/0808/earnings_frame_net_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ppi_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noplat_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noplat_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:58 [INFO] Writing [8343] [/signal/signal08/prod/2024/0808/revision_frame_cps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:59 [INFO] Writing [11862] [/signal/signal08/prod/2024/0808/revision_frame_tps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_ppi_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:37:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fcf_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:00 [INFO] Writing [10784] [/signal/signal08/prod/2024/0808/revision_frame_bps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:00 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noplat_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:01 [INFO] Writing [13102] [/signal/signal08/prod/2024/0808/revision_frame_dps_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_fin_adj_equity_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:03 [INFO] (prod: 25448 ) 2024-08-09 08:38:03 [INFO] Updating signal depth 8 / 45 (prod: 25448 ) 2024-08-09 08:38:03 [INFO] (prod: 25448 ) 2024-08-09 08:38:03 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:04 [INFO] Writing [951] [/signal/signal08/prod/2024/0808/bank_depp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:06 [INFO] Writing [19230] [/signal/signal08/prod/2024/0808/tcost_model_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:07 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:08 [INFO] Writing [1310] [/signal/signal08/prod/2024/0808/fncl_atp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:10 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:11 [INFO] Writing [20008] [/signal/signal08/prod/2024/0808/intp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:14 [INFO] Writing [141963] [/signal/signal08/prod/2024/0808/earnings_frame_adj_cfo_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:15 [INFO] Writing [30745] [/signal/signal08/prod/2024/0808/fiscal_sales_frame_current_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cash_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cash_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:24 [INFO] Writing [180913] [/signal/signal08/prod/2024/0808/earnings_frame_div_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:24 [INFO] Writing [30822] [/signal/signal08/prod/2024/0808/fiscal_year_fraction_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:24 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:38:24 [INFO] Writing [49748] [/signal/signal08/prod/2024/0808/consensus_frame_nav_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_operating_cash_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:34 [INFO] (prod: 25448 ) 2024-08-09 08:38:34 [INFO] Updating signal depth 9 / 45 (prod: 25448 ) 2024-08-09 08:38:34 [INFO] (prod: 25448 ) 2024-08-09 08:38:34 [INFO] Writing [4229] [/signal/signal08/prod/2024/0808/revision_score_frame_cps_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:38:34 [INFO] Writing [5813] [/signal/signal08/prod/2024/0808/revision_score_frame_bps_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [7276] [/signal/signal08/prod/2024/0808/revision_score_frame_dps_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [8117] [/signal/signal08/prod/2024/0808/revision_score_frame_eps_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [32442] [/signal/signal08/prod/2024/0808/earnings_frame_bvl_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [115195] [/signal/signal08/prod/2024/0808/earnings_frame_cfo_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [5166] [/signal/signal08/prod/2024/0808/revision_score_frame_tps_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [125033] [/signal/signal08/prod/2024/0808/earnings_frame_net_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [152575] [/signal/signal08/prod/2024/0808/earnings_frame_div_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:35 [INFO] Writing [115115] [/signal/signal08/prod/2024/0808/earnings_frame_adj_cfo_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:37 [INFO] Writing [46040] [/signal/signal08/prod/2024/0808/earnings_frame_nav_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:40 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:38:40 [INFO] Writing [1300] [/signal/signal08/prod/2024/0808/fncl_ppip_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:38:49 [INFO] Writing [18712] [/signal/signal08/prod/2024/0808/fcfmom_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:39:42 [INFO] Writing [132482] [/signal/signal08/prod/2024/0808/estchg_frame_nav_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:39:43 [INFO] (prod: 25448 ) 2024-08-09 08:39:43 [INFO] Updating signal depth 10 / 45 (prod: 25448 ) 2024-08-09 08:39:43 [INFO] (prod: 25448 ) 2024-08-09 08:39:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_excess_cash_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:39:50 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:39:51 [INFO] Writing [22428] [/signal/signal08/prod/2024/0808/consensus_frame_opr_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:39:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_excess_cash_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:11 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:40:12 [INFO] Writing [55825] [/signal/signal08/prod/2024/0808/consensus_frame_eda_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:12 [INFO] Writing [11478] [/signal/signal08/prod/2024/0808/blended_earnings_frame_bvl_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:12 [INFO] Writing [34071] [/signal/signal08/prod/2024/0808/earnings_frame_nav_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:13 [INFO] Writing [10930] [/signal/signal08/prod/2024/0808/revision_frame_nav_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:16 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [67649] [/signal/signal08/prod/2024/0808/consensus_frame_sal_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_excess_cash_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [8764] [/signal/signal08/prod/2024/0808/blended_earnings_frame_adj_cfo_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [8797] [/signal/signal08/prod/2024/0808/blended_earnings_frame_cfo_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [13708] [/signal/signal08/prod/2024/0808/blended_earnings_frame_div_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [15642] [/signal/signal08/prod/2024/0808/blended_earnings_frame_net_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:17 [INFO] Writing [53599] [/signal/signal08/prod/2024/0808/consensus_frame_ebt_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:18 [INFO] Writing [62411] [/signal/signal08/prod/2024/0808/consensus_frame_pre_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:18 [INFO] (prod: 25448 ) 2024-08-09 08:40:18 [INFO] Updating signal depth 11 / 45 (prod: 25448 ) 2024-08-09 08:40:18 [INFO] (prod: 25448 ) 2024-08-09 08:40:18 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:40:18 [INFO] Writing [15642] [/signal/signal08/prod/2024/0808/nip_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:19 [INFO] Writing [19211] [/signal/signal08/prod/2024/0808/trading_default_pb_cost_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:40:21 [INFO] Writing [136708] [/signal/signal08/prod/2024/0808/earnings_frame_eda_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:21 [INFO] Writing [5262] [/signal/signal08/prod/2024/0808/revision_score_frame_nav_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:40:21 [INFO] Writing [11874] [/signal/signal08/prod/2024/0808/blended_earnings_frame_nav_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:24 [INFO] Writing [14297] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_pre_13W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:25 [INFO] Writing [29810] [/signal/signal08/prod/2024/0808/logretw_reversal_4W_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:26 [INFO] Writing [29793] [/signal/signal08/prod/2024/0808/logretd_reversal_5D_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:27 [INFO] Writing [13708] [/signal/signal08/prod/2024/0808/dp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:27 [INFO] Writing [15395] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_pre_4W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:27 [INFO] Writing [8784] [/signal/signal08/prod/2024/0808/cfp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:28 [INFO] Writing [11478] [/signal/signal08/prod/2024/0808/forward_bp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:29 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:40:31 [INFO] Writing [170175] [/signal/signal08/prod/2024/0808/earnings_frame_sal_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:40:32 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:40:38 [INFO] Writing [166834] [/signal/signal08/prod/2024/0808/earnings_frame_pre_unweighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:41:49 [INFO] Writing [237271] [/signal/signal08/prod/2024/0808/estchg_frame_ebt_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:41:59 [INFO] Writing [256177] [/signal/signal08/prod/2024/0808/estchg_frame_pre_20240808_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.161145 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.999936 ... 0.18 0.01000 3 @AAEON2 0.567093 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19206 @ZYLOT2 0.000000 ... 1.00 0.00350 19207 @ZYLOX1 0.000000 ... 0.98 0.00375 19208 @ZYNPC1 0.000000 ... 0.11 0.00775 19209 @ZYXEL1 0.986485 ... 0.05 0.00475 19210 @ZZNOD1 0.000000 ... 1.00 0.00375 [19211 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.161145 ... 0.009 0.120000 1 @ADVAN297 0.000000 ... 0.009 0.120000 2 @ADVAN57 0.000000 ... 0.009 0.120000 3 @ADVEN16 0.000000 ... 0.009 0.120000 4 @AEONC11 0.000000 ... 0.009 0.120000 ... ... ... ... ... ... 19206 @TURNE4 0.000000 ... 0.004 0.092500 19207 @VECTO6 0.000000 ... 0.004 0.036675 19208 @VISTA20 0.000000 ... 0.004 0.092500 19209 @WAREH5 0.000000 ... 0.004 0.092500 19210 @WELLI12 0.000000 ... 0.004 0.092500 [19211 rows x 10 columns] (prod: 25448 ) 2024-08-09 08:42:00 [INFO] (prod: 25448 ) 2024-08-09 08:42:00 [INFO] Updating signal depth 12 / 45 (prod: 25448 ) 2024-08-09 08:42:00 [INFO] (prod: 25448 ) 2024-08-09 08:42:00 [INFO] Writing [138690] [/signal/signal08/prod/2024/0808/earnings_frame_pre_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:02 [INFO] Writing [11362] [/signal/signal08/prod/2024/0808/revision_frame_ebt_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:02 [INFO] Writing [14712] [/signal/signal08/prod/2024/0808/revision_frame_pre_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:02 [INFO] Writing [141996] [/signal/signal08/prod/2024/0808/earnings_frame_sal_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:02 [INFO] Writing [112380] [/signal/signal08/prod/2024/0808/earnings_frame_eda_weighted_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:06 [INFO] Writing [22143] [/signal/signal08/prod/2024/0808/trading_bcost_backfilled_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:42:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noa_frame_S_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:07 [INFO] Writing [11874] [/signal/signal08/prod/2024/0808/forward_navp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:11 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:42:11 [INFO] Writing [27906] [/signal/signal08/prod/2024/0808/ev_usdm_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noa_frame_A_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/fiscal_noa_frame_Q_delta_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:13 [INFO] (prod: 25448 ) 2024-08-09 08:42:13 [INFO] Updating signal depth 13 / 45 (prod: 25448 ) 2024-08-09 08:42:13 [INFO] (prod: 25448 ) 2024-08-09 08:42:13 [INFO] Writing [4531] [/signal/signal08/prod/2024/0808/revision_score_frame_ebt_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:42:13 [INFO] Writing [7965] [/signal/signal08/prod/2024/0808/revision_score_frame_pre_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:42:14 [INFO] Writing [15727] [/signal/signal08/prod/2024/0808/blended_earnings_frame_sal_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:14 [INFO] Writing [19211] [/signal/signal08/prod/2024/0808/trading_position_bounds_frame_20240808_strat_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:42:19 [INFO] Writing [14587] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_sal_4W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:42:21 [INFO] Writing [25088] [/signal/signal08/prod/2024/0808/fcfev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:22 [INFO] Writing [8539] [/signal/signal08/prod/2024/0808/cfoev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:27 [INFO] Writing [13595] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_sal_13W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:27 [INFO] Writing [15302] [/signal/signal08/prod/2024/0808/blended_earnings_frame_pre_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:27 [INFO] Writing [12342] [/signal/signal08/prod/2024/0808/blended_earnings_frame_eda_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:28 [INFO] Writing [11236] [/signal/signal08/prod/2024/0808/pregp_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:35 [INFO] Writing [26865] [/signal/signal08/prod/2024/0808/gpev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:40 [INFO] Writing [8629] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_cps_4W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:41 [INFO] Writing [10880] [/signal/signal08/prod/2024/0808/salgev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:46 [INFO] Writing [8505] [/signal/signal08/prod/2024/0808/consensus_ratio_frame_cps_13W_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:42:52 [INFO] Writing [27564] [/signal/signal08/prod/2024/0808/trailing_ebitdaev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:43:21 [INFO] Writing [23700] [/signal/signal08/prod/2024/0808/normeev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:43:28 [INFO] Writing [49901] [/signal/signal08/prod/2024/0808/estchg_frame_opr_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:03 [INFO] Writing [233902] [/signal/signal08/prod/2024/0808/estchg_frame_eda_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:08 [INFO] Writing [282164] [/signal/signal08/prod/2024/0808/estchg_frame_sal_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:10 [INFO] (prod: 25448 ) 2024-08-09 08:44:10 [INFO] Updating signal depth 14 / 45 (prod: 25448 ) 2024-08-09 08:44:10 [INFO] (prod: 25448 ) 2024-08-09 08:44:11 [INFO] Writing [15275] [/signal/signal08/prod/2024/0808/ep_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:11 [INFO] Writing [14504] [/signal/signal08/prod/2024/0808/sev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:11 [INFO] Writing [11844] [/signal/signal08/prod/2024/0808/ebitdaev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:11 [INFO] Writing [5384] [/signal/signal08/prod/2024/0808/composite_cratio_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:12 [INFO] Writing [11463] [/signal/signal08/prod/2024/0808/revision_frame_eda_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:12 [INFO] Writing [5919] [/signal/signal08/prod/2024/0808/revision_frame_opr_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/regression_design_mcisb_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:13 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Writing [13975] [/signal/signal08/prod/2024/0808/revision_frame_sal_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Writing [27881] [/signal/signal08/prod/2024/0808/noaev_frame_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:14 [INFO] (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Updating signal depth 15 / 45 (prod: 25448 ) 2024-08-09 08:44:14 [INFO] (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Found [17] outliers in [206] observations (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Found [14] outliers in [261] observations (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/bank_depp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/fncl_atp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/rollup_weights_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Found [335] outliers in [7451] observations (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Found [356] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/logretd_reversal_5D_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/logretw_reversal_4W_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Found [283] outliers in [4780] observations (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Found [957] outliers in [18793] observations (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/fcfmom_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Found [14] outliers in [268] observations (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/fncl_ppip_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:16 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Found [262] outliers in [4356] observations (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/resretw_regression_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Found [195] outliers in [3498] observations (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/tpp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:17 [INFO] Found [442] outliers in [7391] observations (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/cfp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Found [267] outliers in [5107] observations (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/bp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/nip_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Found [260] outliers in [4275] observations (prod: 25448 ) 2024-08-09 08:44:18 [INFO] Found [282] outliers in [4633] observations (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/forward_navp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/forward_bp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [7693] [/signal/signal08/prod/2024/0808/revision_score_frame_sal_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Found [392] outliers in [6198] observations (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Found [230] outliers in [4712] observations (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [5514] [/signal/signal08/prod/2024/0808/revision_score_frame_eda_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [5121] [/signal/signal08/prod/2024/0808/revision_score_frame_opr_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/dp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/intp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:20 [INFO] (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Updating signal depth 16 / 45 (prod: 25448 ) 2024-08-09 08:44:20 [INFO] (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/cfp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Found [178] outliers in [3498] observations (prod: 25448 ) 2024-08-09 08:44:20 [INFO] Found [398] outliers in [6602] observations (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Found [360] outliers in [7025] observations (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/cfoev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/bp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/nip_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/forward_navp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [19] [/signal/signal08/prod/2024/0808/fncl_atp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/fcfev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/trailing_ebitdaev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:21 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Found [224] outliers in [4390] observations (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Found [343] outliers in [6548] observations (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/pregp_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/logretd_reversal_5D_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/intp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/dp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/normeev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Found [429] outliers in [6904] observations (prod: 25448 ) 2024-08-09 08:44:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/logretw_reversal_4W_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/fcfmom_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/gpev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Found [214] outliers in [4150] observations (prod: 25448 ) 2024-08-09 08:44:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/salgev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:30 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:44:30 [INFO] Writing [11990] [/signal/signal08/prod/2024/0807/consensus_frame_rec_20240807_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:38 [INFO] Writing [35800] [/signal/signal08/prod/2024/0808/estchg_frame_rec_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:38 [INFO] Writing [9896] [/signal/signal08/prod/2024/0808/revision_frame_rec_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Writing [4936] [/signal/signal08/prod/2024/0808/revision_score_frame_rec_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Writing [8347] [/signal/signal08/prod/2024/0808/revision_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:39 [INFO] (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Updating signal depth 17 / 45 (prod: 25448 ) 2024-08-09 08:44:39 [INFO] (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/gpev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Writing [268] [/signal/signal08/prod/2024/0808/fncl_ppip_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:39 [INFO] Found [333] outliers in [5383] observations (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Found [207] outliers in [4234] observations (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/composite_cratio_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/ebitdaev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Writing [206] [/signal/signal08/prod/2024/0808/bank_depp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Writing [7391] [/signal/signal08/prod/2024/0808/bp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:40 [INFO] Found [299] outliers in [5036] observations (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/sev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [8822] [/signal/signal08/prod/2024/0808/wtd_revision_frame_13W_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [4633] [/signal/signal08/prod/2024/0808/forward_bp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [4356] [/signal/signal08/prod/2024/0808/tpp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [261] [/signal/signal08/prod/2024/0808/fncl_atp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/pregp_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:41 [INFO] Writing [4780] [/signal/signal08/prod/2024/0808/fcfmom_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/bp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/logretd_reversal_5D_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [7451] [/signal/signal08/prod/2024/0808/logretd_reversal_5D_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [19] [/signal/signal08/prod/2024/0808/fncl_atp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [7452] [/signal/signal08/prod/2024/0808/logretw_reversal_4W_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/fcfev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [6198] [/signal/signal08/prod/2024/0808/intp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/normeev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/trailing_ebitdaev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:44 [INFO] Writing [4275] [/signal/signal08/prod/2024/0808/forward_navp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:45 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:45 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:45 [INFO] Found [396] outliers in [7054] observations (prod: 25448 ) 2024-08-09 08:44:45 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/noaev_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:46 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/fcfmom_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:46 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/cfoev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:48 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/intp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:48 [INFO] Writing [4712] [/signal/signal08/prod/2024/0808/dp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:48 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/logretw_reversal_4W_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:48 [INFO] Writing [5107] [/signal/signal08/prod/2024/0808/nip_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:48 [INFO] Writing [3498] [/signal/signal08/prod/2024/0808/cfp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:49 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:44:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:44:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:44:49 [INFO] Found [250] outliers in [5123] observations (prod: 25448 ) 2024-08-09 08:44:49 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/ep_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:50 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/nip_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:50 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/dp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/cfp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Updating signal depth 18 / 45 (prod: 25448 ) 2024-08-09 08:44:52 [INFO] (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [72] [/signal/signal08/prod/2024/0808/sev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [6548] [/signal/signal08/prod/2024/0808/normeev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [7226] [/signal/signal08/prod/2024/0808/fmom_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [3498] [/signal/signal08/prod/2024/0808/cfoev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [4150] [/signal/signal08/prod/2024/0808/salgev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:52 [INFO] Writing [6904] [/signal/signal08/prod/2024/0808/gpev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:53 [INFO] Writing [18793] [/signal/signal08/prod/2024/0808/resretw_reversal_4W_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:53 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/ep_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:53 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/composite_cratio_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:54 [INFO] Writing [7025] [/signal/signal08/prod/2024/0808/trailing_ebitdaev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:54 [INFO] Writing [29620] [/signal/signal08/prod/2024/0808/linked_rev_pct_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/pregp_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/ebitdaev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/gpev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:56 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/noaev_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:56 [INFO] Writing [6602] [/signal/signal08/prod/2024/0808/fcfev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:58 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/trailing_ebitdaev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:58 [INFO] Writing [4390] [/signal/signal08/prod/2024/0808/pregp_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:58 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/fcfev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:44:58 [INFO] Writing [29620] [/signal/signal08/prod/2024/0808/linked_rev_ud_frame_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:00 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/normeev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Writing [71] [/signal/signal08/prod/2024/0808/cfoev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:01 [INFO] (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Updating signal depth 19 / 45 (prod: 25448 ) 2024-08-09 08:45:01 [INFO] (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Writing [5123] [/signal/signal08/prod/2024/0808/ep_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Writing [5036] [/signal/signal08/prod/2024/0808/sev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:01 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:02 [INFO] Found [390] outliers in [7226] observations (prod: 25448 ) 2024-08-09 08:45:02 [INFO] Found [372] outliers in [5233] observations (prod: 25448 ) 2024-08-09 08:45:02 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/fmom_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:02 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/rev_ud_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:02 [INFO] Writing [7054] [/signal/signal08/prod/2024/0808/noaev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/ep_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Writing [4234] [/signal/signal08/prod/2024/0808/ebitdaev_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Writing [72] [/signal/signal08/prod/2024/0808/sev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Writing [5383] [/signal/signal08/prod/2024/0808/composite_cratio_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:07 [INFO] Found [369] outliers in [5232] observations (prod: 25448 ) 2024-08-09 08:45:08 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/composite_cratio_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:08 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/noaev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:08 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/rev_pct_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/ebitdaev_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Updating signal depth 20 / 45 (prod: 25448 ) 2024-08-09 08:45:10 [INFO] (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/rev_ud_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/fmom_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/rev_pct_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [7451] [/signal/signal08/prod/2024/0808/value_liq_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Writing [7350] [/signal/signal08/prod/2024/0808/stability_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:10 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Writing [7449] [/signal/signal08/prod/2024/0808/value_gc_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Writing [7453] [/signal/signal08/prod/2024/0808/quality_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Found [324] outliers in [5399] observations (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Found [320] outliers in [5399] observations (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/wtd_rev_ud_13W_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/wtd_rev_pct_13W_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:11 [INFO] (prod: 25448 ) 2024-08-09 08:45:11 [INFO] Updating signal depth 21 / 45 (prod: 25448 ) 2024-08-09 08:45:11 [INFO] (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Found [423] outliers in [7350] observations (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Found [430] outliers in [7453] observations (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Found [339] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:45:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/stability_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/quality_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/resretw_reversal_4W_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Writing [7226] [/signal/signal08/prod/2024/0808/fmom_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:13 [INFO] Found [449] outliers in [7449] observations (prod: 25448 ) 2024-08-09 08:45:14 [INFO] Found [344] outliers in [6076] observations (prod: 25448 ) 2024-08-09 08:45:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/value_gc_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/linked_rev_pct_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:14 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:14 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Found [464] outliers in [7451] observations (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/value_liq_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Writing [5233] [/signal/signal08/prod/2024/0808/rev_ud_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/wtd_rev_pct_13W_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/wtd_rev_ud_13W_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:15 [INFO] Writing [5232] [/signal/signal08/prod/2024/0808/rev_pct_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:16 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:16 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:16 [INFO] Found [368] outliers in [6066] observations (prod: 25448 ) 2024-08-09 08:45:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/linked_rev_ud_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:18 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/fmom_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/rev_pct_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/rev_ud_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Updating signal depth 22 / 45 (prod: 25448 ) 2024-08-09 08:45:19 [INFO] (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/value_gc_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/value_liq_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/quality_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [5399] [/signal/signal08/prod/2024/0808/wtd_rev_ud_13W_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/stability_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/resretw_reversal_4W_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linked_rev_ud_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linked_rev_pct_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:19 [INFO] Writing [5399] [/signal/signal08/prod/2024/0808/wtd_rev_pct_13W_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:23 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/wtd_rev_pct_13W_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/wtd_rev_ud_13W_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Updating signal depth 23 / 45 (prod: 25448 ) 2024-08-09 08:45:24 [INFO] (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [5528] [/signal/signal08/prod/2024/0808/revision_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [6076] [/signal/signal08/prod/2024/0808/linked_rev_pct_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [7449] [/signal/signal08/prod/2024/0808/value_gc_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [7452] [/signal/signal08/prod/2024/0808/resretw_reversal_4W_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:24 [INFO] Writing [6066] [/signal/signal08/prod/2024/0808/linked_rev_ud_score_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/value_gc_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:29 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/value_liq_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:29 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/quality_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:29 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linked_rev_ud_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:29 [INFO] Writing [7350] [/signal/signal08/prod/2024/0808/stability_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:29 [INFO] Writing [7451] [/signal/signal08/prod/2024/0808/value_liq_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:30 [INFO] Writing [7453] [/signal/signal08/prod/2024/0808/quality_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:33 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linked_rev_pct_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:33 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/stability_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/resretw_reversal_4W_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Updating signal depth 24 / 45 (prod: 25448 ) 2024-08-09 08:45:34 [INFO] (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [6171] [/signal/signal08/prod/2024/0808/linkage_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [7299] [/signal/signal08/prod/2024/0808/neglect_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [7408] [/signal/signal08/prod/2024/0808/momentum_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [7452] [/signal/signal08/prod/2024/0808/reversal_composite_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Found [350] outliers in [5528] observations (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/revision_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:34 [INFO] (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Updating signal depth 25 / 45 (prod: 25448 ) 2024-08-09 08:45:34 [INFO] (prod: 25448 ) 2024-08-09 08:45:34 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/revision_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Found [312] outliers in [6171] observations (prod: 25448 ) 2024-08-09 08:45:35 [INFO] Found [461] outliers in [7408] observations (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/linkage_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Found [410] outliers in [7299] observations (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Found [255] outliers in [7452] observations (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/reversal_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/momentum_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/neglect_neut_model_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Updating signal depth 26 / 45 (prod: 25448 ) 2024-08-09 08:45:36 [INFO] (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/reversal_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [5528] [/signal/signal08/prod/2024/0808/revision_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linkage_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/momentum_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/neglect_rollup_level_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Writing [73] [/signal/signal08/prod/2024/0808/revision_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:39 [INFO] (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Updating signal depth 27 / 45 (prod: 25448 ) 2024-08-09 08:45:39 [INFO] (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Writing [7452] [/signal/signal08/prod/2024/0808/reversal_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Writing [6171] [/signal/signal08/prod/2024/0808/linkage_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Writing [7408] [/signal/signal08/prod/2024/0808/momentum_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:39 [INFO] Writing [7299] [/signal/signal08/prod/2024/0808/neglect_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/reversal_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/linkage_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/neglect_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/momentum_rollup_tss_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:45 [INFO] (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Updating signal depth 28 / 45 (prod: 25448 ) 2024-08-09 08:45:45 [INFO] (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Writing [7458] [/signal/signal08/prod/2024/0808/alpha_theme_frame_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:45 [INFO] (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Updating signal depth 29 / 45 (prod: 25448 ) 2024-08-09 08:45:45 [INFO] (prod: 25448 ) 2024-08-09 08:45:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/regression_design_facret_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:46 [INFO] (prod: 25448 ) 2024-08-09 08:45:46 [INFO] Updating signal depth 30 / 45 (prod: 25448 ) 2024-08-09 08:45:46 [INFO] (prod: 25448 ) 2024-08-09 08:45:46 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:46 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 08:45:46 [INFO] Found [394] outliers in [7461] observations (prod: 25448 ) 2024-08-09 08:45:47 [INFO] Found [346] outliers in [7451] observations (prod: 25448 ) 2024-08-09 08:45:47 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/regression_model_facretw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:47 [INFO] Writing [6] [/signal/signal08/prod/2024/0808/regression_model_facretd_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:48 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/size_rollup_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:48 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/country_rollup_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:48 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/industry_rollup_20240808_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:48 [INFO] (prod: 25448 ) 2024-08-09 08:45:48 [INFO] Updating signal depth 32 / 45 (prod: 25448 ) 2024-08-09 08:45:48 [INFO] (prod: 25448 ) 2024-08-09 08:45:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0808/specific_risk_empirical_facretw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:45:52 [INFO] (prod: 25448 ) 2024-08-09 08:45:52 [INFO] Updating signal depth 35 / 45 (prod: 25448 ) 2024-08-09 08:45:52 [INFO] (prod: 25448 ) 2024-08-09 08:46:00 [INFO] Writing [7] [/signal/signal08/prod/2024/0808/risk_model_facretw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:00 [INFO] (prod: 25448 ) 2024-08-09 08:46:00 [INFO] Updating signal depth 36 / 45 (prod: 25448 ) 2024-08-09 08:46:00 [INFO] (prod: 25448 ) 2024-08-09 08:46:01 [INFO] Writing [10] [/signal/signal08/prod/2024/0808/optimal_theme_weights_facretw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:01 [INFO] (prod: 25448 ) 2024-08-09 08:46:01 [INFO] Updating signal depth 38 / 45 (prod: 25448 ) 2024-08-09 08:46:01 [INFO] (prod: 25448 ) 2024-08-09 08:46:01 [INFO] Writing [7458] [/signal/signal08/prod/2024/0808/alpha_frame_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:02 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/country_alpha_scale_raw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:02 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/size_alpha_scale_raw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/industry_alpha_scale_raw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [10] [/signal/signal08/prod/2024/0808/trading_alpha_theme_exposure_bounds_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Updating signal depth 39 / 45 (prod: 25448 ) 2024-08-09 08:46:03 [INFO] (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/country_alpha_scale_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/industry_alpha_scale_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/size_alpha_scale_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Updating signal depth 40 / 45 (prod: 25448 ) 2024-08-09 08:46:03 [INFO] (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/industry_alpha_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/country_alpha_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:03 [INFO] Writing [18866] [/signal/signal08/prod/2024/0808/size_alpha_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:04 [INFO] Writing [6287] [/signal/signal08/prod/2024/0808/cp_stock_selection_alpha_score_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:05 [INFO] Writing [74] [/signal/signal08/prod/2024/0808/realized_category_alpha_scale_frame_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:05 [INFO] (prod: 25448 ) 2024-08-09 08:46:05 [INFO] Updating signal depth 41 / 45 (prod: 25448 ) 2024-08-09 08:46:05 [INFO] (prod: 25448 ) 2024-08-09 08:46:05 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/stock_selection_alpha_scale_raw_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Writing [75] [/signal/signal08/prod/2024/0808/category_alpha_scale_frame_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Updating signal depth 42 / 45 (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Writing [19604] [/signal/signal08/prod/2024/0808/category_alpha_scale_cisb_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Updating signal depth 43 / 45 (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Writing [1] [/signal/signal08/prod/2024/0808/stock_selection_alpha_scale_hybrid_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Updating signal depth 44 / 45 (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Writing [7458] [/signal/signal08/prod/2024/0808/stock_selection_alpha_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:08 [INFO] Updating signal depth 45 / 45 (prod: 25448 ) 2024-08-09 08:46:08 [INFO] (prod: 25448 ) 2024-08-09 08:46:09 [INFO] Writing [7458] [/signal/signal08/prod/2024/0808/alpha_20240808_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 08:46:11 [INFO] (prod: 25448 ) 2024-08-09 08:46:11 [INFO] Updating signal depth 0 / 45 (prod: 25448 ) 2024-08-09 08:46:11 [INFO] (prod: 25448 ) 2024-08-09 08:46:11 [INFO] SELECT CONVERT(DATE, a.tradeDate) AS tradeDate, a.assetKey, a.retIndex FROM vw_Ds2ReturnIndex AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-07-05' AND '2024-08-09' AND a.retIndex > 0 (prod: 25448 ) 2024-08-09 08:46:14 [INFO] Writing [30102] [/signal/signal08/prod/2024/0809/share_holdings_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:46:36 [INFO] Writing [29802] [/signal/signal08/prod/2024/0809/returns_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:46:36 [INFO] (prod: 25448 ) 2024-08-09 08:46:36 [INFO] Updating signal depth 1 / 45 (prod: 25448 ) 2024-08-09 08:46:36 [INFO] dch::linear_cost.compute dframe: assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 ... ... ... ... ... ... ... 19481 @MISSG1 BKK THB TH 0.000 0.000 19482 @ASIAN131 BKK THB TH 0.000 0.000 19483 @THAIC32 BKK THB TH 0.000 0.000 19484 @NEOCO4 BKK THB TH 0.000 0.000 19485 @STONE205 BKK THB TH 0.000 0.000 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 ... ... ... ... ... ... ... 19481 0.0 0.0 comm 5.0 5.0 10.000 19482 0.0 0.0 comm 5.0 5.0 10.000 19483 0.0 0.0 comm 5.0 5.0 10.000 19484 0.0 0.0 comm 5.0 5.0 10.000 19485 0.0 0.0 comm 5.0 5.0 10.000 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 ... ... ... ... ... 19481 0.000500 0.000500 1.0 0.000500 19482 0.000500 0.000500 1.0 0.000500 19483 0.000500 0.000500 1.0 0.000500 19484 0.000500 0.000500 1.0 0.000500 19485 0.000500 0.000500 1.0 0.000500 [19486 rows x 16 columns] --- CN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 0 @SHNSE1 SHE CNY CN 1.087 1.087 1 @SHANX2 SHE CNY CN 1.087 1.087 2 @HAIKO1 SHE CNY CN 1.087 1.087 3 @NANJI2 SHE CNY CN 1.087 1.087 4 @FAWCA1 SHE CNY CN 1.087 1.087 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 0 0.0 10.0 comm 2.5 2.5 17.174 1 0.0 10.0 comm 2.5 2.5 17.174 2 0.0 10.0 comm 2.5 2.5 17.174 3 0.0 10.0 comm 2.5 2.5 17.174 4 0.0 10.0 comm 2.5 2.5 17.174 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 0 0.000359 0.001359 1.0 0.000859 1 0.000359 0.001359 1.0 0.000859 2 0.000359 0.001359 1.0 0.000859 3 0.000359 0.001359 1.0 0.000859 4 0.000359 0.001359 1.0 0.000859 --- HK assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 5101 @JIANG2 HKG HKD HK 0.77 0.77 5102 @ASMPA2 HKG HKD HK 0.77 0.77 5103 @YEEBO2 HKG HKD HK 0.77 0.77 5104 @ABCCO3 HKG HKD HK 0.77 0.77 5105 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5101 10.0 10.0 comm 2.0 2.0 25.54 5102 10.0 10.0 comm 2.0 2.0 25.54 5103 10.0 10.0 comm 2.0 2.0 25.54 5104 10.0 10.0 comm 2.0 2.0 25.54 5105 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5101 0.001277 0.001277 1.0 0.001277 5102 0.001277 0.001277 1.0 0.001277 5103 0.001277 0.001277 1.0 0.001277 5104 0.001277 0.001277 1.0 0.001277 5105 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7226 @EVERT2 TAI TWD TW 0.0 0.0 7227 @AGVPR1 TAI TWD TW 0.0 0.0 7228 @ABILI2 TAI TWD TW 0.0 0.0 7229 @ACCTO2 TAI TWD TW 0.0 0.0 7230 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7226 0.0 30.0 comm 2.75 2.75 35.5 7227 0.0 30.0 comm 2.75 2.75 35.5 7228 0.0 30.0 comm 2.75 2.75 35.5 7229 0.0 30.0 comm 2.75 2.75 35.5 7230 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7226 0.000275 0.003275 1.0 0.001775 7227 0.000275 0.003275 1.0 0.001775 7228 0.000275 0.003275 1.0 0.001775 7229 0.000275 0.003275 1.0 0.001775 7230 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8880 @INTIK1 IDX IDR ID 4.0 4.0 8881 @BUKIT1 IDX IDR ID 4.0 4.0 8882 @ADESA1 IDX IDR ID 4.0 4.0 8883 @PRASI1 IDX IDR ID 4.0 4.0 8884 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8880 0.3 10.3 comm 6.0 6.0 30.6 8881 0.3 10.3 comm 6.0 6.0 30.6 8882 0.3 10.3 comm 6.0 6.0 30.6 8883 0.3 10.3 comm 6.0 6.0 30.6 8884 0.3 10.3 comm 6.0 6.0 30.6 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8880 0.00103 0.00203 1.0 0.00153 8881 0.00103 0.00203 1.0 0.00153 8882 0.00103 0.00203 1.0 0.00153 8883 0.00103 0.00203 1.0 0.00153 8884 0.00103 0.00203 1.0 0.00153 --- PH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9445 @AGPIN1 PHS PHP PH 1.0 1.0 9446 @ASIAN7 PHS PHP PH 1.0 1.0 9447 @APCGR1 PHS PHP PH 1.0 1.0 9448 @ABSCB1 PHS PHP PH 1.0 1.0 9449 @ABACU9 PHS PHP PH 1.0 1.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9445 3.0 63.0 10.0 10.0 88.0 9446 3.0 63.0 10.0 10.0 88.0 9447 3.0 63.0 10.0 10.0 88.0 9448 3.0 63.0 10.0 10.0 88.0 9449 3.0 63.0 10.0 10.0 88.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9445 0.0014 0.0074 1.0 0.0044 9446 0.0014 0.0074 1.0 0.0044 9447 0.0014 0.0074 1.0 0.0044 9448 0.0014 0.0074 1.0 0.0044 9449 0.0014 0.0074 1.0 0.0044 --- AU assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 9661 @ARBCO1 ASX AUD AU 0.0 0.0 9662 @ADELA4 ASX AUD AU 0.0 0.0 9663 @ALIQU1 ASX AUD AU 0.0 0.0 9664 @CAPRA1 ASX AUD AU 0.0 0.0 9665 @ALKAN2 ASX AUD AU 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 9661 0.0 0.0 comm 2.25 2.25 4.5 9662 0.0 0.0 comm 2.25 2.25 4.5 9663 0.0 0.0 comm 2.25 2.25 4.5 9664 0.0 0.0 comm 2.25 2.25 4.5 9665 0.0 0.0 comm 2.25 2.25 4.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 9661 0.000225 0.000225 1.0 0.000225 9662 0.000225 0.000225 1.0 0.000225 9663 0.000225 0.000225 1.0 0.000225 9664 0.000225 0.000225 1.0 0.000225 9665 0.000225 0.000225 1.0 0.000225 --- IN assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 10538 @ABANL1 NSE INR IN 0.0 0.0 10539 @AHMED1 NSE INR IN 0.0 0.0 10540 @AEGIS12 NSE INR IN 0.0 0.0 10541 @ALKYL1 NSE INR IN 0.0 0.0 10542 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10538 0.0 0.0 comm 5.0 5.0 10.0 10539 0.0 0.0 comm 5.0 5.0 10.0 10540 0.0 0.0 comm 5.0 5.0 10.0 10541 0.0 0.0 comm 5.0 5.0 10.0 10542 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10538 0.0005 0.0005 1.0 0.0005 10539 0.0005 0.0005 1.0 0.0005 10540 0.0005 0.0005 1.0 0.0005 10541 0.0005 0.0005 1.0 0.0005 10542 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12378 @RESTA2 NZE NZD NZ 0.0 0.0 12379 @SCOTT22 NZE NZD NZ 0.0 0.0 12380 @HALLE6 NZE NZD NZ 0.0 0.0 12381 @AMPNZ1 NZE NZD NZ 0.0 0.0 12382 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12378 0.0 0.0 3.0 3.0 6.0 12379 0.0 0.0 3.0 3.0 6.0 12380 0.0 0.0 3.0 3.0 6.0 12381 0.0 0.0 3.0 3.0 6.0 12382 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12378 0.0003 0.0003 1.0 0.0003 12379 0.0003 0.0003 1.0 0.0003 12380 0.0003 0.0003 1.0 0.0003 12381 0.0003 0.0003 1.0 0.0003 12382 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12455 @ACMAL1 SES SGD SG 4.0 4.0 12456 @ASIAF1 SES SGD SG 4.0 4.0 12457 @AMARA1 SES SGD SG 4.0 4.0 12458 @SINGA31 SES SGD SG 4.0 4.0 12459 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12455 0.0 0.0 comm 2.75 2.75 13.5 12456 0.0 0.0 comm 2.75 2.75 13.5 12457 0.0 0.0 comm 2.75 2.75 13.5 12458 0.0 0.0 comm 2.75 2.75 13.5 12459 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12455 0.000675 0.000675 1.0 0.000675 12456 0.000675 0.000675 1.0 0.000675 12457 0.000675 0.000675 1.0 0.000675 12458 0.000675 0.000675 1.0 0.000675 12459 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12719 @ACEBE1 KOS KRW KR 0.0 0.0 12720 @WONPU1 KOS KRW KR 0.0 0.0 12721 @EYEVI1 KOS KRW KR 0.0 0.0 12722 @PROCH4 KOS KRW KR 0.0 0.0 12723 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12719 0.0 30.0 comm 2.75 2.75 35.5 12720 0.0 30.0 comm 2.75 2.75 35.5 12721 0.0 30.0 comm 2.75 2.75 35.5 12722 0.0 30.0 comm 2.75 2.75 35.5 12723 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12719 0.000275 0.003275 1.0 0.001775 12720 0.000275 0.003275 1.0 0.001775 12721 0.000275 0.003275 1.0 0.001775 12722 0.000275 0.003275 1.0 0.001775 12723 0.000275 0.003275 1.0 0.001775 (prod: 25448 ) 2024-08-09 08:46:38 [INFO] Writing [19486] [/signal/signal08/prod/2024/0809/tcost_linear_cost_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:46:39 [INFO] Writing [46209] [/signal/signal08/prod/2024/0809/shares_outstanding_latest_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:46:56 [INFO] Writing [31085] [/signal/signal08/prod/2024/0809/fiscal_meta_frame_20240809_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14971 @ASIAS3 TKS JPY JP 0.0 0.0 14972 @KAKIY1 TKS JPY JP 0.0 0.0 14973 @AGROK3 TKS JPY JP 0.0 0.0 14974 @AICAK1 TKS JPY JP 0.0 0.0 14975 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14971 0.0 0.0 comm 1.25 1.25 2.5 14972 0.0 0.0 comm 1.25 1.25 2.5 14973 0.0 0.0 comm 1.25 1.25 2.5 14974 0.0 0.0 comm 1.25 1.25 2.5 14975 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14971 0.000125 0.000125 1.0 0.000125 14972 0.000125 0.000125 1.0 0.000125 14973 0.000125 0.000125 1.0 0.000125 14974 0.000125 0.000125 1.0 0.000125 14975 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18259 @AFFIN8 KLS MYR MY 3.0 3.0 18260 @AJINO4 KLS MYR MY 3.0 3.0 18261 @AJIYA1 KLS MYR MY 3.0 3.0 18262 @KOBAY2 KLS MYR MY 3.0 3.0 18263 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18259 10.0 10.0 comm 5.0 5.0 36.0 18260 10.0 10.0 comm 5.0 5.0 36.0 18261 10.0 10.0 comm 5.0 5.0 36.0 18262 10.0 10.0 comm 5.0 5.0 36.0 18263 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18259 0.0018 0.0018 1.0 0.0018 18260 0.0018 0.0018 1.0 0.0018 18261 0.0018 0.0018 1.0 0.0018 18262 0.0018 0.0018 1.0 0.0018 18263 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18857 @AIKAC2 BKK THB TH 0.0 0.0 18858 @ALUCO1 BKK THB TH 0.0 0.0 18859 @AMARI4 BKK THB TH 0.0 0.0 18860 @AMARI6 BKK THB TH 0.0 0.0 18861 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18857 0.0 0.0 comm 5.0 5.0 10.0 18858 0.0 0.0 comm 5.0 5.0 10.0 18859 0.0 0.0 comm 5.0 5.0 10.0 18860 0.0 0.0 comm 5.0 5.0 10.0 18861 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18857 0.0005 0.0005 1.0 0.0005 18858 0.0005 0.0005 1.0 0.0005 18859 0.0005 0.0005 1.0 0.0005 18860 0.0005 0.0005 1.0 0.0005 18861 0.0005 0.0005 1.0 0.0005 --- (prod: 25448 ) 2024-08-09 08:46:56 [INFO] (prod: 25448 ) 2024-08-09 08:46:56 [INFO] Updating signal depth 2 / 45 (prod: 25448 ) 2024-08-09 08:46:56 [INFO] (prod: 25448 ) 2024-08-09 08:46:56 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-09' AND '2024-08-09' AND a.priceClose IS NOT NULL (prod: 25448 ) 2024-08-09 08:46:57 [INFO] Writing [157] [/signal/signal08/prod/2024/0809/fx_returns_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:46:59 [INFO] Writing [19147] [/signal/signal08/prod/2024/0809/price_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:15 [INFO] Writing [30687] [/signal/signal08/prod/2024/0809/total_return_volatility_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:15 [INFO] (prod: 25448 ) 2024-08-09 08:47:15 [INFO] Updating signal depth 3 / 45 (prod: 25448 ) 2024-08-09 08:47:15 [INFO] (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_loan_loss_allowance_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_loans_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_loan_loss_allowance_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_loans_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_loans_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_deposits_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_deposits_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_cf_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_bs_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_inventory_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cashflow_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_deposits_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_inventory_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_inventory_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_cf_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:45 [INFO] Writing [29803] [/signal/signal08/prod/2024/0809/auxiliary_returns_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:46 [INFO] Writing [29049] [/signal/signal08/prod/2024/0809/parkinson_volatility_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cashflow_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_gross_loans_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_gross_loans_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_is_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_is_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_loan_loss_allowance_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:47:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_gross_loans_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sgna_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_cash_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_equity_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_is_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_capital_expenditure_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_capital_expenditure_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cashflow_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_equity_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_capital_expenditure_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_equity_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_cash_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:48:52 [INFO] Writing [29952] [/signal/signal08/prod/2024/0809/adv_usdm_60D_median_dxy_adj_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_revenue_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_effective_taxrate_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_income_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:03 [INFO] Writing [29470] [/signal/signal08/prod/2024/0809/weekly_median_mktcap_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_insu_reserves_cf_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_insu_reserves_cf_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_curr_lt_debts_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sgna_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_income_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_revenue_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_st_borrowings_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_insu_reserves_cf_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_non_performing_loans_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_non_performing_loans_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_st_borrowings_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_non_performing_loans_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:41 [INFO] Writing [32147] [/signal/signal08/prod/2024/0809/price_frame_latest_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_curr_lt_debts_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_st_borrowings_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:49:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_income_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_effective_taxrate_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_revenue_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_effective_taxrate_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_net_income_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ebitda_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_net_income_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ebitda_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_bs_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ebitda_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_cash_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_assets_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_assets_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:50:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sgna_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_is_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_assets_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_is_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_is_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_amtz_dpac_cf_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_net_income_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_curr_lt_debts_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_mnty_bs_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:27 [INFO] (prod: 25448 ) 2024-08-09 08:51:27 [INFO] Updating signal depth 4 / 45 (prod: 25448 ) 2024-08-09 08:51:27 [INFO] (prod: 25448 ) 2024-08-09 08:51:29 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:51:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adv_expense_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:34 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:51:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:51:37 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:51:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adv_expense_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:51:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_rnd_expense_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_payables_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_payables_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adv_expense_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_payables_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_rnd_expense_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:29 [INFO] Writing [935] [/signal/signal08/prod/2024/0809/bank_car_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_rnd_expense_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_bank_income_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:36 [INFO] Writing [860] [/signal/signal08/prod/2024/0809/bank_t1cr_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:36 [INFO] Writing [29239] [/signal/signal08/prod/2024/0809/weekly_dilution_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:52:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_interest_expense_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_interest_expense_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_interest_expense_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_bank_income_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_bank_income_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_receivables_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_receivables_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_receivables_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:27 [INFO] (prod: 25448 ) 2024-08-09 08:53:27 [INFO] Updating signal depth 5 / 45 (prod: 25448 ) 2024-08-09 08:53:27 [INFO] (prod: 25448 ) 2024-08-09 08:53:33 [INFO] Writing [26799] [/signal/signal08/prod/2024/0809/capex_growth_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:34 [INFO] Writing [27128] [/signal/signal08/prod/2024/0809/sgna_growth_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:53:41 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:53:56 [INFO] Writing [11401] [/signal/signal08/prod/2024/0809/trading_bcost_multiplier_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:53:58 [INFO] Writing [21733] [/signal/signal08/prod/2024/0809/inventory_to_assets_vol_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:06 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:54:07 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:54:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_common_equity_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_common_equity_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_income_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:53 [INFO] Writing [30495] [/signal/signal08/prod/2024/0809/dilution_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_gross_profit_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:54:56 [INFO] Writing [985] [/signal/signal08/prod/2024/0809/bank_ltd_ratio_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:02 [INFO] Writing [29749] [/signal/signal08/prod/2024/0809/asset_growth_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_income_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_common_equity_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_gross_profit_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_income_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_is_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:19 [INFO] Writing [891] [/signal/signal08/prod/2024/0809/bank_llpl_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_is_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_assets_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_gross_profit_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_debt_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:55:44 [INFO] Writing [28103] [/signal/signal08/prod/2024/0809/ebitda_margin_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:03 [INFO] Writing [24408] [/signal/signal08/prod/2024/0809/ebitda_margin_mom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_is_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:11 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:56:21 [INFO] Writing [34908] [/signal/signal08/prod/2024/0809/consensus_frame_cps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:43 [INFO] Writing [46421] [/signal/signal08/prod/2024/0809/consensus_frame_bps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_bs_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_debt_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:50 [INFO] Writing [26305] [/signal/signal08/prod/2024/0809/accrual_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:56:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_total_debt_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:01 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:57:02 [INFO] Writing [28067] [/signal/signal08/prod/2024/0809/capex_sales_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:06 [INFO] Writing [31059] [/signal/signal08/prod/2024/0809/fiscal_total_assets_frame_current_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:09 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:57:10 [INFO] Writing [12971] [/signal/signal08/prod/2024/0809/consensus_frame_tps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:15 [INFO] Writing [30553] [/signal/signal08/prod/2024/0809/bp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:16 [INFO] Writing [54501] [/signal/signal08/prod/2024/0809/consensus_frame_dps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:17 [INFO] Writing [871] [/signal/signal08/prod/2024/0809/bank_npl_coverage_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_bs_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:22 [INFO] Writing [872] [/signal/signal08/prod/2024/0809/bank_npl_ratio_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:26 [INFO] Writing [18933] [/signal/signal08/prod/2024/0809/inventory_to_sales_vol_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:28 [INFO] Writing [30916] [/signal/signal08/prod/2024/0809/median_mktcap_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_minority_bs_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:34 [INFO] Writing [66058] [/signal/signal08/prod/2024/0809/consensus_frame_eps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_assets_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_assets_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:57:44 [INFO] Writing [19155] [/signal/signal08/prod/2024/0809/op_volatility_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:58:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_dna_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:58:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_dna_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:58:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_dna_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:58:34 [INFO] (prod: 25448 ) 2024-08-09 08:58:34 [INFO] Updating signal depth 6 / 45 (prod: 25448 ) 2024-08-09 08:58:34 [INFO] (prod: 25448 ) 2024-08-09 08:58:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 08:58:37 [INFO] Writing [142158] [/signal/signal08/prod/2024/0809/earnings_frame_cfo_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:58:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adj_cfo_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:59:16 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:59:36 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 08:59:47 [INFO] Writing [71483] [/signal/signal08/prod/2024/0809/estchg_frame_tps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:59:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sales_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 08:59:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sales_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:01 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:00:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adj_cfo_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:05 [INFO] Writing [85035] [/signal/signal08/prod/2024/0809/estchg_frame_cps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_working_capital_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:17 [INFO] Writing [15912] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_eps_4W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_working_capital_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:22 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:00:23 [INFO] Writing [43998] [/signal/signal08/prod/2024/0809/earnings_frame_bvl_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:23 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 25448 ) 2024-08-09 09:00:24 [INFO] Writing [19210] [/signal/signal08/prod/2024/0809/univwt_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:00:25 [INFO] Writing [12919] [/signal/signal08/prod/2024/0809/tpp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:43 [INFO] Writing [203208] [/signal/signal08/prod/2024/0809/estchg_frame_dps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:49 [INFO] Writing [25771] [/signal/signal08/prod/2024/0809/interest_coverage_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_sales_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:00:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_adj_cfo_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:01:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_net_working_capital_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:01:08 [INFO] Writing [15065] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_eps_13W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:01:13 [INFO] Writing [308755] [/signal/signal08/prod/2024/0809/estchg_frame_eps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:01:42 [INFO] Writing [140266] [/signal/signal08/prod/2024/0809/estchg_frame_bps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:41 [INFO] Writing [10750] [/signal/signal08/prod/2024/0809/cf_surprise_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:41 [INFO] (prod: 25448 ) 2024-08-09 09:02:41 [INFO] Updating signal depth 7 / 45 (prod: 25448 ) 2024-08-09 09:02:41 [INFO] (prod: 25448 ) 2024-08-09 09:02:42 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:02:44 [INFO] Writing [15312] [/signal/signal08/prod/2024/0809/revision_frame_eps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_equity_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:47 [INFO] Writing [891] [/signal/signal08/prod/2024/0809/bank_llpa_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fcf_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:02:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_equity_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:02:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fcf_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:01 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:03:03 [INFO] Writing [30533] [/signal/signal08/prod/2024/0809/extended_mktcap_usdm_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ppi_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:06 [INFO] Writing [151014] [/signal/signal08/prod/2024/0809/earnings_frame_net_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ppi_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noplat_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noplat_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_ppi_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fcf_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noplat_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:16 [INFO] Writing [8342] [/signal/signal08/prod/2024/0809/revision_frame_cps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:17 [INFO] Writing [11851] [/signal/signal08/prod/2024/0809/revision_frame_tps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:18 [INFO] Writing [10782] [/signal/signal08/prod/2024/0809/revision_frame_bps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:20 [INFO] Writing [13099] [/signal/signal08/prod/2024/0809/revision_frame_dps_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_fin_adj_equity_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:27 [INFO] Writing [26538] [/signal/signal08/prod/2024/0809/capex_gp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:30 [INFO] Writing [24942] [/signal/signal08/prod/2024/0809/gross_profit_margin_mom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:31 [INFO] Writing [27559] [/signal/signal08/prod/2024/0809/interest_expense_book_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:31 [INFO] (prod: 25448 ) 2024-08-09 09:03:31 [INFO] Updating signal depth 8 / 45 (prod: 25448 ) 2024-08-09 09:03:31 [INFO] (prod: 25448 ) 2024-08-09 09:03:35 [INFO] Writing [19225] [/signal/signal08/prod/2024/0809/tcost_model_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:38 [INFO] Writing [27680] [/signal/signal08/prod/2024/0809/sales_growth_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:03:39 [INFO] Writing [20006] [/signal/signal08/prod/2024/0809/intp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:43 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:03:43 [INFO] Writing [1309] [/signal/signal08/prod/2024/0809/fncl_atp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:53 [INFO] Writing [23932] [/signal/signal08/prod/2024/0809/nwcs_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:03:58 [INFO] Writing [21715] [/signal/signal08/prod/2024/0809/nwcs_vol_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:00 [INFO] Writing [28192] [/signal/signal08/prod/2024/0809/asset_turnover_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:01 [INFO] Writing [950] [/signal/signal08/prod/2024/0809/bank_depp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:03 [INFO] Writing [24852] [/signal/signal08/prod/2024/0809/operating_profit_margin_mom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:11 [INFO] Writing [28584] [/signal/signal08/prod/2024/0809/operating_profit_margin_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:17 [INFO] Writing [29492] [/signal/signal08/prod/2024/0809/net_profit_margin_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:18 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:04:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:04:21 [INFO] Writing [25702] [/signal/signal08/prod/2024/0809/net_profit_margin_mom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:25 [INFO] Writing [142041] [/signal/signal08/prod/2024/0809/earnings_frame_adj_cfo_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:29 [INFO] Writing [30741] [/signal/signal08/prod/2024/0809/fiscal_sales_frame_current_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:30 [INFO] Writing [180934] [/signal/signal08/prod/2024/0809/earnings_frame_div_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cash_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cash_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:37 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:04:37 [INFO] Writing [49729] [/signal/signal08/prod/2024/0809/consensus_frame_nav_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:38 [INFO] Writing [30818] [/signal/signal08/prod/2024/0809/fiscal_year_fraction_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:40 [INFO] Writing [5671] [/signal/signal08/prod/2024/0809/weighted_cf_surprise_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_operating_cash_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Updating signal depth 9 / 45 (prod: 25448 ) 2024-08-09 09:04:49 [INFO] (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [4227] [/signal/signal08/prod/2024/0809/revision_score_frame_cps_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [5810] [/signal/signal08/prod/2024/0809/revision_score_frame_bps_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [7274] [/signal/signal08/prod/2024/0809/revision_score_frame_dps_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [8110] [/signal/signal08/prod/2024/0809/revision_score_frame_eps_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [32431] [/signal/signal08/prod/2024/0809/earnings_frame_bvl_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:49 [INFO] Writing [115258] [/signal/signal08/prod/2024/0809/earnings_frame_cfo_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:50 [INFO] Writing [152591] [/signal/signal08/prod/2024/0809/earnings_frame_div_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:50 [INFO] Writing [125031] [/signal/signal08/prod/2024/0809/earnings_frame_net_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:50 [INFO] Writing [5159] [/signal/signal08/prod/2024/0809/revision_score_frame_tps_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:04:50 [INFO] Writing [115176] [/signal/signal08/prod/2024/0809/earnings_frame_adj_cfo_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:56 [INFO] Writing [874] [/signal/signal08/prod/2024/0809/fncl_roa_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:56 [INFO] Writing [13392] [/signal/signal08/prod/2024/0809/divmom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:04:58 [INFO] Writing [46022] [/signal/signal08/prod/2024/0809/earnings_frame_nav_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:05:01 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:05:02 [INFO] Writing [1299] [/signal/signal08/prod/2024/0809/fncl_ppip_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:05:11 [INFO] Writing [26149] [/signal/signal08/prod/2024/0809/fcfroa_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:05:12 [INFO] Writing [18734] [/signal/signal08/prod/2024/0809/fcfmom_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:05:13 [INFO] Writing [874] [/signal/signal08/prod/2024/0809/fncl_roe_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:09 [INFO] Writing [132097] [/signal/signal08/prod/2024/0809/estchg_frame_nav_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:10 [INFO] (prod: 25448 ) 2024-08-09 09:06:10 [INFO] Updating signal depth 10 / 45 (prod: 25448 ) 2024-08-09 09:06:10 [INFO] (prod: 25448 ) 2024-08-09 09:06:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_excess_cash_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:17 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:06:18 [INFO] Writing [22415] [/signal/signal08/prod/2024/0809/consensus_frame_opr_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_excess_cash_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:39 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:06:39 [INFO] Writing [55815] [/signal/signal08/prod/2024/0809/consensus_frame_eda_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:39 [INFO] Writing [11478] [/signal/signal08/prod/2024/0809/blended_earnings_frame_bvl_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:40 [INFO] Writing [34056] [/signal/signal08/prod/2024/0809/earnings_frame_nav_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:41 [INFO] Writing [10924] [/signal/signal08/prod/2024/0809/revision_frame_nav_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:43 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:06:43 [INFO] Writing [67640] [/signal/signal08/prod/2024/0809/consensus_frame_sal_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [8763] [/signal/signal08/prod/2024/0809/blended_earnings_frame_adj_cfo_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [8797] [/signal/signal08/prod/2024/0809/blended_earnings_frame_cfo_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [13708] [/signal/signal08/prod/2024/0809/blended_earnings_frame_div_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [15641] [/signal/signal08/prod/2024/0809/blended_earnings_frame_net_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_excess_cash_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:44 [INFO] Writing [53591] [/signal/signal08/prod/2024/0809/consensus_frame_ebt_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:45 [INFO] Writing [62396] [/signal/signal08/prod/2024/0809/consensus_frame_pre_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:45 [INFO] (prod: 25448 ) 2024-08-09 09:06:45 [INFO] Updating signal depth 11 / 45 (prod: 25448 ) 2024-08-09 09:06:45 [INFO] (prod: 25448 ) 2024-08-09 09:06:46 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:06:46 [INFO] Writing [15641] [/signal/signal08/prod/2024/0809/nip_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:47 [INFO] Writing [19210] [/signal/signal08/prod/2024/0809/trading_default_pb_cost_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:06:48 [INFO] Writing [136725] [/signal/signal08/prod/2024/0809/earnings_frame_eda_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:49 [INFO] Writing [30245] [/signal/signal08/prod/2024/0809/logretw_mom_52W_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:53 [INFO] Writing [14538] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_pre_13W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:53 [INFO] Writing [5259] [/signal/signal08/prod/2024/0809/revision_score_frame_nav_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:06:53 [INFO] Writing [11872] [/signal/signal08/prod/2024/0809/blended_earnings_frame_nav_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:58 [INFO] Writing [15418] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_pre_4W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:06:59 [INFO] Writing [29802] [/signal/signal08/prod/2024/0809/logretw_reversal_4W_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:00 [INFO] Writing [29793] [/signal/signal08/prod/2024/0809/logretd_reversal_5D_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:01 [INFO] Writing [13708] [/signal/signal08/prod/2024/0809/dp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:01 [INFO] Writing [8783] [/signal/signal08/prod/2024/0809/cfp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:07:09 [INFO] Writing [13684] [/signal/signal08/prod/2024/0809/dividend_to_book_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:10 [INFO] Writing [11478] [/signal/signal08/prod/2024/0809/forward_bp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:12 [INFO] Writing [166846] [/signal/signal08/prod/2024/0809/earnings_frame_pre_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:13 [INFO] Writing [170181] [/signal/signal08/prod/2024/0809/earnings_frame_sal_unweighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:07:16 [INFO] Writing [11260] [/signal/signal08/prod/2024/0809/sales_completion_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:22 [INFO] Writing [236578] [/signal/signal08/prod/2024/0809/estchg_frame_ebt_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:35 [INFO] Writing [255445] [/signal/signal08/prod/2024/0809/estchg_frame_pre_20240809_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.183069 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.995468 ... 0.18 0.01000 3 @AAEON2 0.552972 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19205 @ZYLOT2 0.000000 ... 1.00 0.00350 19206 @ZYLOX1 0.000000 ... 0.98 0.00375 19207 @ZYNPC1 0.000000 ... 0.11 0.00775 19208 @ZYXEL1 0.965185 ... 0.05 0.00475 19209 @ZZNOD1 0.000000 ... 1.00 0.00375 [19210 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.183069 ... 0.009 0.120000 1 @ADVAN297 0.000000 ... 0.009 0.120000 2 @ADVAN57 0.000000 ... 0.009 0.120000 3 @ADVEN16 0.000000 ... 0.009 0.120000 4 @AEONC11 0.000000 ... 0.009 0.120000 ... ... ... ... ... ... 19205 @TURNE4 0.000000 ... 0.004 0.092500 19206 @VECTO6 0.000000 ... 0.004 0.036675 19207 @VISTA20 0.000000 ... 0.004 0.092500 19208 @WAREH5 0.000000 ... 0.004 0.092500 19209 @WELLI12 0.000000 ... 0.004 0.092500 [19210 rows x 10 columns] (prod: 25448 ) 2024-08-09 09:08:36 [INFO] (prod: 25448 ) 2024-08-09 09:08:36 [INFO] Updating signal depth 12 / 45 (prod: 25448 ) 2024-08-09 09:08:36 [INFO] (prod: 25448 ) 2024-08-09 09:08:37 [INFO] Writing [138699] [/signal/signal08/prod/2024/0809/earnings_frame_pre_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:39 [INFO] Writing [11360] [/signal/signal08/prod/2024/0809/revision_frame_ebt_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:39 [INFO] Writing [14710] [/signal/signal08/prod/2024/0809/revision_frame_pre_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:39 [INFO] Writing [142000] [/signal/signal08/prod/2024/0809/earnings_frame_sal_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:39 [INFO] Writing [112392] [/signal/signal08/prod/2024/0809/earnings_frame_eda_weighted_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:43 [INFO] Writing [22143] [/signal/signal08/prod/2024/0809/trading_bcost_backfilled_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:08:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noa_frame_S_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:44 [INFO] Writing [11872] [/signal/signal08/prod/2024/0809/forward_navp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noa_frame_A_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:08:49 [INFO] Writing [27905] [/signal/signal08/prod/2024/0809/ev_usdm_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/fiscal_noa_frame_Q_delta_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:50 [INFO] (prod: 25448 ) 2024-08-09 09:08:50 [INFO] Updating signal depth 13 / 45 (prod: 25448 ) 2024-08-09 09:08:50 [INFO] (prod: 25448 ) 2024-08-09 09:08:50 [INFO] Writing [4529] [/signal/signal08/prod/2024/0809/revision_score_frame_ebt_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:08:51 [INFO] Writing [19210] [/signal/signal08/prod/2024/0809/trading_position_bounds_frame_20240809_strat_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:08:51 [INFO] Writing [7963] [/signal/signal08/prod/2024/0809/revision_score_frame_pre_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:08:51 [INFO] Writing [15727] [/signal/signal08/prod/2024/0809/blended_earnings_frame_sal_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:53 [INFO] Writing [34767] [/signal/signal08/prod/2024/0809/linked_price_mom_52W_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:08:56 [INFO] Writing [14613] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_sal_4W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:57 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:08:58 [INFO] Writing [25089] [/signal/signal08/prod/2024/0809/fcfev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:08:59 [INFO] Writing [8540] [/signal/signal08/prod/2024/0809/cfoev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:04 [INFO] Writing [13809] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_sal_13W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:04 [INFO] Writing [15302] [/signal/signal08/prod/2024/0809/blended_earnings_frame_pre_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:04 [INFO] Writing [12341] [/signal/signal08/prod/2024/0809/blended_earnings_frame_eda_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:05 [INFO] Writing [11236] [/signal/signal08/prod/2024/0809/pregp_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:12 [INFO] Writing [26862] [/signal/signal08/prod/2024/0809/gpev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:17 [INFO] Writing [8635] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_cps_4W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:18 [INFO] Writing [10882] [/signal/signal08/prod/2024/0809/salgev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:23 [INFO] Writing [8504] [/signal/signal08/prod/2024/0809/consensus_ratio_frame_cps_13W_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:30 [INFO] Writing [27563] [/signal/signal08/prod/2024/0809/trailing_ebitdaev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:09:58 [INFO] Writing [23697] [/signal/signal08/prod/2024/0809/normeev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:09 [INFO] Writing [49790] [/signal/signal08/prod/2024/0809/estchg_frame_opr_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:39 [INFO] Writing [233198] [/signal/signal08/prod/2024/0809/estchg_frame_eda_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:50 [INFO] Writing [281286] [/signal/signal08/prod/2024/0809/estchg_frame_sal_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:52 [INFO] (prod: 25448 ) 2024-08-09 09:10:52 [INFO] Updating signal depth 14 / 45 (prod: 25448 ) 2024-08-09 09:10:52 [INFO] (prod: 25448 ) 2024-08-09 09:10:52 [INFO] Writing [14505] [/signal/signal08/prod/2024/0809/sev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:54 [INFO] Writing [11459] [/signal/signal08/prod/2024/0809/revision_frame_eda_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:54 [INFO] Writing [15275] [/signal/signal08/prod/2024/0809/ep_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:57 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 25448 ) 2024-08-09 09:10:58 [INFO] Writing [27879] [/signal/signal08/prod/2024/0809/noaev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:10:59 [INFO] Writing [5392] [/signal/signal08/prod/2024/0809/composite_cratio_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:10:59 [INFO] Writing [11843] [/signal/signal08/prod/2024/0809/ebitdaev_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:11 [INFO] Writing [25878] [/signal/signal08/prod/2024/0809/noa_chg_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:14 [INFO] Writing [13972] [/signal/signal08/prod/2024/0809/revision_frame_sal_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:14 [INFO] Writing [5917] [/signal/signal08/prod/2024/0809/revision_frame_opr_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/regression_design_mcisb_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:16 [INFO] Writing [20951] [/signal/signal08/prod/2024/0809/cf_volatility_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:19 [INFO] Writing [26173] [/signal/signal08/prod/2024/0809/rnoa_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Writing [26435] [/signal/signal08/prod/2024/0809/cfrnoa_frame_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:21 [INFO] (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Updating signal depth 15 / 45 (prod: 25448 ) 2024-08-09 09:11:21 [INFO] (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Found [17] outliers in [209] observations (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_depp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:21 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Found [433] outliers in [7186] observations (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Found [370] outliers in [6297] observations (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Found [405] outliers in [6578] observations (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/asset_turnover_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/gross_profit_margin_mom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/ebitda_margin_mom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:22 [INFO] Found [346] outliers in [7459] observations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/logretw_reversal_4W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Found [278] outliers in [5125] observations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Found [461] outliers in [7415] observations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Found [14] outliers in [263] observations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Found [357] outliers in [7458] observations (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fncl_atp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/logretw_ir_52W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/op_volatility_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/logretd_reversal_5D_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:24 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Found [940] outliers in [18790] observations (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Found [383] outliers in [7009] observations (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Found [435] outliers in [7415] observations (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Found [368] outliers in [6789] observations (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/logretw_mom_52W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/sales_growth_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/sgna_growth_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/resretw_regression_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Found [363] outliers in [6813] observations (prod: 25448 ) 2024-08-09 09:11:26 [INFO] Found [369] outliers in [6775] observations (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Found [326] outliers in [6352] observations (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Found [379] outliers in [7016] observations (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/accrual_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/nwcs_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/interest_coverage_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/capex_growth_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Found [265] outliers in [4682] observations (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Found [425] outliers in [7055] observations (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Found [409] outliers in [7208] observations (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Found [401] outliers in [7135] observations (prod: 25448 ) 2024-08-09 09:11:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/divmom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/interest_expense_book_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/asset_growth_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/ebitda_margin_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable size_MICRO (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Found [9] outliers in [164] observations (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_t1cr_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:29 [INFO] Found [403] outliers in [6546] observations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Found [262] outliers in [4853] observations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Found [10] outliers in [199] observations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Found [422] outliers in [7100] observations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/net_profit_margin_mom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_car_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/operating_profit_margin_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/dividend_to_book_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:30 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Found [10] outliers in [172] observations (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Found [238] outliers in [4090] observations (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Found [229] outliers in [4680] observations (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_llpl_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/rollup_weights_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/sales_completion_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/weighted_cf_surprise_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Found [406] outliers in [7012] observations (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:31 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Found [14] outliers in [268] observations (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fncl_ppip_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Found [286] outliers in [4790] observations (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/capex_gp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Found [265] outliers in [4360] observations (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fcfmom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/tpp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Found [197] outliers in [3494] observations (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Found [255] outliers in [5111] observations (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/cfp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Found [445] outliers in [7394] observations (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/nip_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Found [262] outliers in [4272] observations (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Found [279] outliers in [4633] observations (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/forward_navp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Writing [7691] [/signal/signal08/prod/2024/0809/revision_score_frame_sal_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/forward_bp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:34 [INFO] Found [387] outliers in [6198] observations (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/intp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Writing [5510] [/signal/signal08/prod/2024/0809/revision_score_frame_eda_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Found [231] outliers in [4716] observations (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/dp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:35 [INFO] Found [318] outliers in [5954] observations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/nwcs_vol_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Found [374] outliers in [6168] observations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Found [11] outliers in [172] observations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Found [433] outliers in [7166] observations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fncl_roe_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/inventory_to_assets_vol_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:36 [INFO] Found [8] outliers in [171] observations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fncl_roa_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/dilution_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_TW (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Found [9] outliers in [120] observations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Found [10] outliers in [173] observations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Found [9] outliers in [207] observations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_npl_ratio_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_llpa_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_ltd_ratio_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Found [424] outliers in [7278] observations (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/net_profit_margin_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Found [214] outliers in [4199] observations (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Found [394] outliers in [6712] observations (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Found [425] outliers in [6453] observations (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/cf_surprise_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fcfroa_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/operating_profit_margin_mom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Found [333] outliers in [5647] observations (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable country_HK (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable country_NZ (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable country_PH (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable country_SG (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable country_IN (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_aerospace_defense (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_media_publishing (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_water_utilities (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_leisure_products (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_passenger_transportation (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_specialty_reatil (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_multiline_utilities (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_food_drug_retail (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_renewable_energy (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_industrial_distribution (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_chemicals (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_oil_gas (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_construction_engineering (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_textiles_apparel (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_fintech (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_food_tobacco (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_hotels_entertainment (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_telecommunications_serices (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_automobile (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_freight_logistics (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_commercial_services_supplies (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_biotechnology (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_pharmaceuticals (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_semiconductors (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_integrated_hardware_software (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_investment_services (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_construction_materials (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_real_estate_operations (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_household_goods (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_machinery (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_beverages (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_healthcare_providers_services (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_transportation_infrastructure (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_natural_gas_utilities (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_homebuilding_building_products (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_software_it_services (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_coal (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_containers_packaging (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_office_equipment (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_household_products_services (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_electronic_equipment (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_paper_forestry (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_metals_mining (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_diversified_retail (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_communications_equipment (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Found [10] outliers in [172] observations (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Writing [5119] [/signal/signal08/prod/2024/0809/revision_score_frame_opr_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/inventory_to_sales_vol_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/bank_npl_coverage_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Found [433] outliers in [7157] observations (prod: 25448 ) 2024-08-09 09:11:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/capex_sales_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Updating signal depth 16 / 45 (prod: 25448 ) 2024-08-09 09:11:40 [INFO] (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/bank_t1cr_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [17] [/signal/signal08/prod/2024/0809/bank_car_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/fcfroa_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/dividend_to_book_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/ebitda_margin_mom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/operating_profit_margin_mom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/net_profit_margin_mom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/gross_profit_margin_mom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/bank_llpl_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/cf_surprise_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [69] [/signal/signal08/prod/2024/0809/sales_completion_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/inventory_to_assets_vol_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/cfp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/bank_npl_coverage_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/capex_gp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/weighted_cf_surprise_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/op_volatility_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:40 [INFO] Found [178] outliers in [3495] observations (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Found [392] outliers in [6608] observations (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Found [360] outliers in [7029] observations (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/cfoev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/capex_sales_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/asset_growth_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/bp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/nip_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/forward_navp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [19] [/signal/signal08/prod/2024/0809/fncl_atp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/trailing_ebitdaev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fcfev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/capex_growth_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/sgna_growth_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:41 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Found [225] outliers in [4395] observations (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/pregp_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/sales_growth_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Found [349] outliers in [6548] observations (prod: 25448 ) 2024-08-09 09:11:42 [INFO] Found [427] outliers in [6908] observations (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/normeev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretd_reversal_5D_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/gpev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/nwcs_vol_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/intp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/dp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_reversal_4W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/divmom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/inventory_to_sales_vol_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/interest_expense_book_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/nwcs_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [15] [/signal/signal08/prod/2024/0809/bank_npl_ratio_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Found [302] outliers in [6159] observations (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/fncl_roe_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/dilution_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/operating_profit_margin_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/fncl_roa_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/asset_turnover_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/linked_price_mom_52W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/net_profit_margin_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/fcfmom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_ir_52W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Found [212] outliers in [4154] observations (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/ebitda_margin_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [17] [/signal/signal08/prod/2024/0809/bank_ltd_ratio_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_mom_52W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/interest_coverage_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/accrual_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/salgev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:50 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 25448 ) 2024-08-09 09:11:50 [INFO] Writing [11992] [/signal/signal08/prod/2024/0808/consensus_frame_rec_20240808_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:58 [INFO] Writing [35662] [/signal/signal08/prod/2024/0809/estchg_frame_rec_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [9889] [/signal/signal08/prod/2024/0809/revision_frame_rec_20240809_global.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [4936] [/signal/signal08/prod/2024/0809/revision_score_frame_rec_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [8341] [/signal/signal08/prod/2024/0809/revision_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Updating signal depth 17 / 45 (prod: 25448 ) 2024-08-09 09:11:59 [INFO] (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/gpev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [120] [/signal/signal08/prod/2024/0809/bank_npl_ratio_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Writing [7278] [/signal/signal08/prod/2024/0809/net_profit_margin_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:11:59 [INFO] Found [330] outliers in [5391] observations (prod: 25448 ) 2024-08-09 09:12:00 [INFO] Writing [15] [/signal/signal08/prod/2024/0809/bank_npl_ratio_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:00 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/composite_cratio_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:00 [INFO] Writing [268] [/signal/signal08/prod/2024/0809/fncl_ppip_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:00 [INFO] Writing [172] [/signal/signal08/prod/2024/0809/bank_npl_coverage_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:00 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/net_profit_margin_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:01 [INFO] Writing [7135] [/signal/signal08/prod/2024/0809/ebitda_margin_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:01 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/operating_profit_margin_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Found [211] outliers in [4231] observations (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/asset_turnover_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/ebitdaev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Writing [7166] [/signal/signal08/prod/2024/0809/dilution_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:02 [INFO] Writing [209] [/signal/signal08/prod/2024/0809/bank_depp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Writing [7100] [/signal/signal08/prod/2024/0809/operating_profit_margin_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:03 [INFO] Found [299] outliers in [5040] observations (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/sev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [7394] [/signal/signal08/prod/2024/0809/bp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/bp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/dilution_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [8824] [/signal/signal08/prod/2024/0809/wtd_revision_frame_13W_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [4633] [/signal/signal08/prod/2024/0809/forward_bp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretd_reversal_5D_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:04 [INFO] Writing [6775] [/signal/signal08/prod/2024/0809/interest_coverage_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:05 [INFO] Writing [4360] [/signal/signal08/prod/2024/0809/tpp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:05 [INFO] Writing [6789] [/signal/signal08/prod/2024/0809/sgna_growth_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:05 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/ebitda_margin_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [7415] [/signal/signal08/prod/2024/0809/logretw_ir_52W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [263] [/signal/signal08/prod/2024/0809/fncl_atp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [172] [/signal/signal08/prod/2024/0809/bank_llpl_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/sgna_growth_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/interest_coverage_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:06 [INFO] Writing [7415] [/signal/signal08/prod/2024/0809/logretw_mom_52W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [7208] [/signal/signal08/prod/2024/0809/asset_growth_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/pregp_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/asset_growth_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_mom_52W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [7009] [/signal/signal08/prod/2024/0809/sales_growth_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:07 [INFO] Writing [19] [/signal/signal08/prod/2024/0809/fncl_atp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [4790] [/signal/signal08/prod/2024/0809/fcfmom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [172] [/signal/signal08/prod/2024/0809/fncl_roe_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [7186] [/signal/signal08/prod/2024/0809/asset_turnover_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [207] [/signal/signal08/prod/2024/0809/bank_ltd_ratio_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [7458] [/signal/signal08/prod/2024/0809/logretd_reversal_5D_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_ir_52W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [171] [/signal/signal08/prod/2024/0809/fncl_roa_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:08 [INFO] Writing [7459] [/signal/signal08/prod/2024/0809/logretw_reversal_4W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/fncl_roa_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/sales_growth_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_price_mom_52W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Writing [6168] [/signal/signal08/prod/2024/0809/inventory_to_assets_vol_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:09 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:10 [INFO] Found [393] outliers in [6742] observations (prod: 25448 ) 2024-08-09 09:12:10 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/noa_chg_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:10 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/inventory_to_assets_vol_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:10 [INFO] Writing [6813] [/signal/signal08/prod/2024/0809/accrual_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:11 [INFO] Writing [7055] [/signal/signal08/prod/2024/0809/interest_expense_book_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:11 [INFO] Writing [16] [/signal/signal08/prod/2024/0809/bank_npl_coverage_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/interest_expense_book_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Writing [4682] [/signal/signal08/prod/2024/0809/divmom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/fcfmom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Writing [7016] [/signal/signal08/prod/2024/0809/capex_growth_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:12 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Found [412] outliers in [6786] observations (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/gross_profit_margin_mom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/fcfev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/rnoa_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [6297] [/signal/signal08/prod/2024/0809/ebitda_margin_mom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/logretw_reversal_4W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/divmom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [6453] [/signal/signal08/prod/2024/0809/operating_profit_margin_mom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [6712] [/signal/signal08/prod/2024/0809/fcfroa_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:13 [INFO] Writing [6198] [/signal/signal08/prod/2024/0809/intp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:14 [INFO] Writing [6546] [/signal/signal08/prod/2024/0809/net_profit_margin_mom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/ebitda_margin_mom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [6578] [/signal/signal08/prod/2024/0809/gross_profit_margin_mom_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/normeev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/net_profit_margin_mom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/trailing_ebitdaev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/fcfroa_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Writing [4272] [/signal/signal08/prod/2024/0809/forward_navp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:15 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:16 [INFO] Found [400] outliers in [7060] observations (prod: 25448 ) 2024-08-09 09:12:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/noaev_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/cf_surprise_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/capex_growth_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:17 [INFO] Writing [4199] [/signal/signal08/prod/2024/0809/cf_surprise_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:17 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/accrual_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/intp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Writing [69] [/signal/signal08/prod/2024/0809/sales_completion_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/cfoev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Writing [199] [/signal/signal08/prod/2024/0809/bank_car_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:18 [INFO] Found [382] outliers in [6870] observations (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/cfrnoa_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [17] [/signal/signal08/prod/2024/0809/bank_car_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [4090] [/signal/signal08/prod/2024/0809/sales_completion_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [4716] [/signal/signal08/prod/2024/0809/dp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [7012] [/signal/signal08/prod/2024/0809/capex_gp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [4680] [/signal/signal08/prod/2024/0809/weighted_cf_surprise_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:19 [INFO] Writing [5111] [/signal/signal08/prod/2024/0809/nip_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:20 [INFO] Writing [173] [/signal/signal08/prod/2024/0809/bank_llpa_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:20 [INFO] Writing [4853] [/signal/signal08/prod/2024/0809/dividend_to_book_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/dividend_to_book_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/nip_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/weighted_cf_surprise_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [5125] [/signal/signal08/prod/2024/0809/op_volatility_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/capex_sales_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [164] [/signal/signal08/prod/2024/0809/bank_t1cr_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:21 [INFO] Writing [7157] [/signal/signal08/prod/2024/0809/capex_sales_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Writing [3494] [/signal/signal08/prod/2024/0809/cfp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Removing category variable ind_uranium (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Removing category variable ind_insurance (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Found [291] outliers in [5945] observations (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/op_volatility_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/cf_volatility_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Writing [5954] [/signal/signal08/prod/2024/0809/nwcs_vol_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/dp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Found [254] outliers in [5125] observations (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Writing [6352] [/signal/signal08/prod/2024/0809/nwcs_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/ep_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:23 [INFO] Writing [5647] [/signal/signal08/prod/2024/0809/inventory_to_sales_vol_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:24 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/inventory_to_sales_vol_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:24 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/nwcs_vol_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:25 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/nwcs_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:25 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/cfp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:25 [INFO] (prod: 25448 ) 2024-08-09 09:12:25 [INFO] Updating signal depth 18 / 45 (prod: 25448 ) 2024-08-09 09:12:25 [INFO] (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [6548] [/signal/signal08/prod/2024/0809/normeev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [7233] [/signal/signal08/prod/2024/0809/fmom_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/noa_chg_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [6159] [/signal/signal08/prod/2024/0809/linked_price_mom_52W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/sev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [3495] [/signal/signal08/prod/2024/0809/cfoev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [6908] [/signal/signal08/prod/2024/0809/gpev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/cf_volatility_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:26 [INFO] Writing [4154] [/signal/signal08/prod/2024/0809/salgev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:27 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_price_mom_52W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:27 [INFO] Writing [18790] [/signal/signal08/prod/2024/0809/resretw_reversal_4W_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:27 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/ep_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:27 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/composite_cratio_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:28 [INFO] Writing [7029] [/signal/signal08/prod/2024/0809/trailing_ebitdaev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:28 [INFO] Writing [29618] [/signal/signal08/prod/2024/0809/linked_rev_pct_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:28 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/cfrnoa_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:30 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/pregp_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:30 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/ebitdaev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:31 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/gpev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:31 [INFO] Writing [8720] [/signal/signal08/prod/2024/0809/wtd_revc_pct_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/noaev_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/trailing_ebitdaev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [6608] [/signal/signal08/prod/2024/0809/fcfev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/fcfev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [4395] [/signal/signal08/prod/2024/0809/pregp_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:32 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rnoa_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:34 [INFO] Writing [29618] [/signal/signal08/prod/2024/0809/linked_rev_ud_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:34 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/normeev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:36 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/cfoev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:37 [INFO] Writing [18651] [/signal/signal08/prod/2024/0809/resretw_mom_52W_frame_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:37 [INFO] (prod: 25448 ) 2024-08-09 09:12:37 [INFO] Updating signal depth 19 / 45 (prod: 25448 ) 2024-08-09 09:12:37 [INFO] (prod: 25448 ) 2024-08-09 09:12:37 [INFO] Writing [5125] [/signal/signal08/prod/2024/0809/ep_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:37 [INFO] Writing [5040] [/signal/signal08/prod/2024/0809/sev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Writing [6786] [/signal/signal08/prod/2024/0809/rnoa_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Writing [5945] [/signal/signal08/prod/2024/0809/cf_volatility_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Found [387] outliers in [7233] observations (prod: 25448 ) 2024-08-09 09:12:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/fmom_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:39 [INFO] Writing [6870] [/signal/signal08/prod/2024/0809/cfrnoa_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:39 [INFO] Writing [71] [/signal/signal08/prod/2024/0809/cf_volatility_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:40 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rnoa_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:40 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:40 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:40 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:41 [INFO] Found [377] outliers in [5235] observations (prod: 25448 ) 2024-08-09 09:12:41 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/cfrnoa_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/rev_ud_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:41 [INFO] Writing [6742] [/signal/signal08/prod/2024/0809/noa_chg_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:41 [INFO] Writing [7060] [/signal/signal08/prod/2024/0809/noaev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:42 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/ep_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:42 [INFO] Writing [72] [/signal/signal08/prod/2024/0809/sev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Writing [4231] [/signal/signal08/prod/2024/0809/ebitdaev_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/noa_chg_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Writing [5391] [/signal/signal08/prod/2024/0809/composite_cratio_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:43 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:44 [INFO] Found [360] outliers in [5235] observations (prod: 25448 ) 2024-08-09 09:12:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/rev_pct_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:45 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/composite_cratio_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/noaev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/ebitdaev_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Updating signal depth 20 / 45 (prod: 25448 ) 2024-08-09 09:12:46 [INFO] (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rev_ud_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/fmom_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rev_pct_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [7456] [/signal/signal08/prod/2024/0809/value_liq_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Writing [7358] [/signal/signal08/prod/2024/0809/stability_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:46 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Writing [7454] [/signal/signal08/prod/2024/0809/value_gc_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Writing [7460] [/signal/signal08/prod/2024/0809/quality_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Found [326] outliers in [5400] observations (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Found [314] outliers in [5400] observations (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/wtd_rev_ud_13W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/wtd_rev_pct_13W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:47 [INFO] (prod: 25448 ) 2024-08-09 09:12:47 [INFO] Updating signal depth 21 / 45 (prod: 25448 ) 2024-08-09 09:12:47 [INFO] (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Found [427] outliers in [7358] observations (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Found [433] outliers in [7460] observations (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Found [462] outliers in [7282] observations (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/stability_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:48 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/quality_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/resretw_ir_52W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Found [303] outliers in [5357] observations (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:49 [INFO] Found [342] outliers in [7459] observations (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/wtd_revc_pct_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Found [458] outliers in [7282] observations (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/resretw_reversal_4W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Writing [7233] [/signal/signal08/prod/2024/0809/fmom_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/resretw_mom_52W_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:50 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:51 [INFO] Found [343] outliers in [6084] observations (prod: 25448 ) 2024-08-09 09:12:51 [INFO] Found [445] outliers in [7454] observations (prod: 25448 ) 2024-08-09 09:12:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/value_gc_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/linked_rev_pct_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:52 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:52 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:52 [INFO] Found [470] outliers in [7456] observations (prod: 25448 ) 2024-08-09 09:12:52 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/value_liq_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:52 [INFO] Writing [5235] [/signal/signal08/prod/2024/0809/rev_ud_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_rev_pct_13W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_rev_ud_13W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Writing [5235] [/signal/signal08/prod/2024/0809/rev_pct_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/fmom_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:53 [INFO] Found [369] outliers in [6078] observations (prod: 25448 ) 2024-08-09 09:12:54 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/linked_rev_ud_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rev_pct_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/rev_ud_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Updating signal depth 22 / 45 (prod: 25448 ) 2024-08-09 09:12:55 [INFO] (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/value_liq_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/stability_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/value_gc_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/quality_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_ir_52W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_mom_52W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [5400] [/signal/signal08/prod/2024/0809/wtd_rev_ud_13W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_reversal_4W_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_rev_ud_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_rev_pct_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [5400] [/signal/signal08/prod/2024/0809/wtd_rev_pct_13W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:55 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_revc_pct_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:58 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_rev_pct_13W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:58 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_rev_ud_13W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:12:58 [INFO] (prod: 25448 ) 2024-08-09 09:12:58 [INFO] Updating signal depth 23 / 45 (prod: 25448 ) 2024-08-09 09:12:58 [INFO] (prod: 25448 ) 2024-08-09 09:12:58 [INFO] Writing [7282] [/signal/signal08/prod/2024/0809/resretw_mom_52W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_ir_52W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/wtd_revc_pct_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [5528] [/signal/signal08/prod/2024/0809/revision_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [6084] [/signal/signal08/prod/2024/0809/linked_rev_pct_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [7454] [/signal/signal08/prod/2024/0809/value_gc_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:00 [INFO] Writing [7459] [/signal/signal08/prod/2024/0809/resretw_reversal_4W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:01 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_mom_52W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:02 [INFO] Writing [5357] [/signal/signal08/prod/2024/0809/wtd_revc_pct_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:02 [INFO] Writing [7282] [/signal/signal08/prod/2024/0809/resretw_ir_52W_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:02 [INFO] Writing [6078] [/signal/signal08/prod/2024/0809/linked_rev_ud_score_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/value_gc_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/quality_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:04 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/value_liq_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_rev_ud_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linked_rev_pct_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/stability_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [7358] [/signal/signal08/prod/2024/0809/stability_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [7460] [/signal/signal08/prod/2024/0809/quality_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:06 [INFO] Writing [7456] [/signal/signal08/prod/2024/0809/value_liq_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/resretw_reversal_4W_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Updating signal depth 24 / 45 (prod: 25448 ) 2024-08-09 09:13:07 [INFO] (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Writing [6180] [/signal/signal08/prod/2024/0809/linkage_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Writing [7415] [/signal/signal08/prod/2024/0809/momentum_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Writing [7309] [/signal/signal08/prod/2024/0809/neglect_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Writing [7459] [/signal/signal08/prod/2024/0809/reversal_composite_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Removing category variable ind_holding_companies (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:07 [INFO] Found [340] outliers in [5528] observations (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/revision_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:08 [INFO] (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Updating signal depth 25 / 45 (prod: 25448 ) 2024-08-09 09:13:08 [INFO] (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/revision_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_investment_trusts (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Found [311] outliers in [6180] observations (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Found [469] outliers in [7415] observations (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Found [417] outliers in [7309] observations (prod: 25448 ) 2024-08-09 09:13:08 [INFO] Found [251] outliers in [7459] observations (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/neglect_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/linkage_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/momentum_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/reversal_neut_model_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Updating signal depth 26 / 45 (prod: 25448 ) 2024-08-09 09:13:09 [INFO] (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/momentum_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/reversal_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [5528] [/signal/signal08/prod/2024/0809/revision_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linkage_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/neglect_rollup_level_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0809/revision_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:12 [INFO] (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Updating signal depth 27 / 45 (prod: 25448 ) 2024-08-09 09:13:12 [INFO] (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Writing [7459] [/signal/signal08/prod/2024/0809/reversal_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Writing [6180] [/signal/signal08/prod/2024/0809/linkage_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Writing [7415] [/signal/signal08/prod/2024/0809/momentum_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:12 [INFO] Writing [7309] [/signal/signal08/prod/2024/0809/neglect_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/momentum_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/reversal_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/linkage_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/neglect_rollup_tss_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Updating signal depth 28 / 45 (prod: 25448 ) 2024-08-09 09:13:16 [INFO] (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Writing [7464] [/signal/signal08/prod/2024/0809/alpha_theme_frame_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:16 [INFO] (prod: 25448 ) 2024-08-09 09:13:16 [INFO] Updating signal depth 29 / 45 (prod: 25448 ) 2024-08-09 09:13:16 [INFO] (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/regression_design_facret_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:17 [INFO] (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Updating signal depth 30 / 45 (prod: 25448 ) 2024-08-09 09:13:17 [INFO] (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Removing category variable ind_reits (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Found [352] outliers in [7449] observations (prod: 25448 ) 2024-08-09 09:13:17 [INFO] Found [406] outliers in [7452] observations (prod: 25448 ) 2024-08-09 09:13:18 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/regression_model_facretd_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:18 [INFO] Writing [6] [/signal/signal08/prod/2024/0809/regression_model_facretw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:18 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/size_rollup_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:19 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/country_rollup_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:19 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/industry_rollup_20240809_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:19 [INFO] (prod: 25448 ) 2024-08-09 09:13:19 [INFO] Updating signal depth 32 / 45 (prod: 25448 ) 2024-08-09 09:13:19 [INFO] (prod: 25448 ) 2024-08-09 09:13:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0809/specific_risk_empirical_facretw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:23 [INFO] (prod: 25448 ) 2024-08-09 09:13:23 [INFO] Updating signal depth 35 / 45 (prod: 25448 ) 2024-08-09 09:13:23 [INFO] (prod: 25448 ) 2024-08-09 09:13:30 [INFO] Writing [7] [/signal/signal08/prod/2024/0809/risk_model_facretw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:30 [INFO] (prod: 25448 ) 2024-08-09 09:13:30 [INFO] Updating signal depth 36 / 45 (prod: 25448 ) 2024-08-09 09:13:30 [INFO] /mnt/nfs/opt/anaconda3/lib/python3.7/site-packages/scipy/optimize/optimize.py:283: RuntimeWarning: Values in x were outside bounds during a minimize step, clipping to bounds (prod: 25448 ) 2024-08-09 09:13:31 [INFO] Writing [10] [/signal/signal08/prod/2024/0809/optimal_theme_weights_facretw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:31 [INFO] (prod: 25448 ) 2024-08-09 09:13:31 [INFO] Updating signal depth 38 / 45 (prod: 25448 ) 2024-08-09 09:13:31 [INFO] (prod: 25448 ) 2024-08-09 09:13:31 [INFO] Writing [7464] [/signal/signal08/prod/2024/0809/alpha_frame_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:32 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/industry_alpha_scale_raw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:32 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/size_alpha_scale_raw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:32 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/country_alpha_scale_raw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [10] [/signal/signal08/prod/2024/0809/trading_alpha_theme_exposure_bounds_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Updating signal depth 39 / 45 (prod: 25448 ) 2024-08-09 09:13:33 [INFO] (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/country_alpha_scale_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/size_alpha_scale_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/industry_alpha_scale_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Updating signal depth 40 / 45 (prod: 25448 ) 2024-08-09 09:13:33 [INFO] (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/size_alpha_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/industry_alpha_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [18866] [/signal/signal08/prod/2024/0809/country_alpha_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:33 [INFO] Writing [6339] [/signal/signal08/prod/2024/0809/cp_stock_selection_alpha_score_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0809/realized_category_alpha_scale_frame_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:34 [INFO] (prod: 25448 ) 2024-08-09 09:13:34 [INFO] Updating signal depth 41 / 45 (prod: 25448 ) 2024-08-09 09:13:34 [INFO] (prod: 25448 ) 2024-08-09 09:13:34 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/stock_selection_alpha_scale_raw_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:37 [INFO] Writing [75] [/signal/signal08/prod/2024/0809/category_alpha_scale_frame_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:37 [INFO] (prod: 25448 ) 2024-08-09 09:13:37 [INFO] Updating signal depth 42 / 45 (prod: 25448 ) 2024-08-09 09:13:37 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Writing [19604] [/signal/signal08/prod/2024/0809/category_alpha_scale_cisb_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Updating signal depth 43 / 45 (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Writing [1] [/signal/signal08/prod/2024/0809/stock_selection_alpha_scale_hybrid_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Updating signal depth 44 / 45 (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Writing [7464] [/signal/signal08/prod/2024/0809/stock_selection_alpha_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Updating signal depth 45 / 45 (prod: 25448 ) 2024-08-09 09:13:38 [INFO] (prod: 25448 ) 2024-08-09 09:13:38 [INFO] Writing [7464] [/signal/signal08/prod/2024/0809/alpha_20240809_model_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:44 [INFO] Writing [38590] [/signal/signal00/prod/univariate_analysis_block_frame_static_static_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:13:59 [INFO] Writing [142541] [/signal/signal04/prod/2024/0430/univariate_analysis_block_frame_monthly_20240430_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:14:15 [INFO] Writing [149607] [/signal/signal05/prod/2024/0531/univariate_analysis_block_frame_monthly_20240531_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:14:29 [INFO] Writing [129566] [/signal/signal06/prod/2024/0628/univariate_analysis_block_frame_monthly_20240628_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:14:45 [INFO] Writing [147564] [/signal/signal07/prod/2024/0731/univariate_analysis_block_frame_monthly_20240731_univ_asia_v1.plz4]... (prod: 25448 ) 2024-08-09 09:14:49 [INFO] Completed alphagen... (prod: 25448 ) 2024-08-09 09:14:49 [INFO] sync signals to cluster... Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal00/prod/'*' prod@ip-172-31-27-54:/mnt/signal/signal00/prod... sending incremental file list rsync: link_stat "/mnt/signal/signal00/prod/'*'" failed: No such file or directory (2) sent 18 bytes received 12 bytes 20.00 bytes/sec total size is 0 speedup is 0.00 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal01/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal01/prod... sending incremental file list 2024/ 2024/0101/ 2024/0102/ 2024/0103/ 2024/0104/ 2024/0105/ 2024/0108/ 2024/0109/ 2024/0110/ 2024/0111/ 2024/0112/ 2024/0115/ 2024/0116/ 2024/0117/ 2024/0118/ 2024/0119/ 2024/0122/ 2024/0123/ 2024/0124/ 2024/0125/ 2024/0126/ 2024/0129/ 2024/0130/ 2024/0131/ sent 760,682 bytes received 244 bytes 1,521,852.00 bytes/sec total size is 7,806,637,936 speedup is 10,259.39 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal02/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal02/prod... sending incremental file list 2024/ 2024/0201/ 2024/0202/ 2024/0205/ 2024/0206/ 2024/0207/ 2024/0208/ 2024/0209/ 2024/0212/ 2024/0213/ 2024/0214/ 2024/0215/ 2024/0216/ 2024/0219/ 2024/0220/ 2024/0221/ 2024/0222/ 2024/0223/ 2024/0226/ 2024/0227/ 2024/0228/ 2024/0229/ sent 699,692 bytes received 224 bytes 466,610.67 bytes/sec total size is 8,432,746,086 speedup is 12,048.23 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal03/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal03/prod... sending incremental file list 2024/ 2024/0301/ 2024/0304/ 2024/0305/ 2024/0306/ 2024/0307/ 2024/0308/ 2024/0311/ 2024/0312/ 2024/0313/ 2024/0314/ 2024/0315/ 2024/0318/ 2024/0319/ 2024/0320/ 2024/0321/ 2024/0322/ 2024/0325/ 2024/0326/ 2024/0327/ 2024/0328/ 2024/0329/ sent 714,716 bytes received 224 bytes 1,429,880.00 bytes/sec total size is 8,574,611,032 speedup is 11,993.47 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal04/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal04/prod... sending incremental file list 2024/ 2024/0401/ 2024/0402/ 2024/0403/ 2024/0404/ 2024/0405/ 2024/0408/ 2024/0409/ 2024/0410/ 2024/0411/ 2024/0412/ 2024/0415/ 2024/0416/ 2024/0417/ 2024/0418/ 2024/0419/ 2024/0422/ 2024/0423/ 2024/0424/ 2024/0425/ 2024/0426/ 2024/0429/ 2024/0430/ 2024/0430/univariate_analysis_block_frame_monthly_20240430_univ_asia_v1.plz4 sent 729,725 bytes received 12,997 bytes 495,148.00 bytes/sec total size is 8,793,396,123 speedup is 11,839.42 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal05/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal05/prod... sending incremental file list 2024/ 2024/0501/ 2024/0502/ 2024/0503/ 2024/0506/ 2024/0507/ 2024/0508/ 2024/0509/ 2024/0510/ 2024/0513/ 2024/0514/ 2024/0515/ 2024/0516/ 2024/0517/ 2024/0520/ 2024/0521/ 2024/0522/ 2024/0523/ 2024/0524/ 2024/0527/ 2024/0528/ 2024/0529/ 2024/0530/ 2024/0531/ 2024/0531/univariate_analysis_block_frame_monthly_20240531_univ_asia_v1.plz4 sent 774,682 bytes received 13,439 bytes 1,576,242.00 bytes/sec total size is 10,779,571,941 speedup is 13,677.56 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal06/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal06/prod... sending incremental file list rsync: [generator] chgrp "/mnt/signal/signal06/prod/2024" failed: Operation not permitted (1) rsync: [generator] failed to modify permissions on "/mnt/signal/signal06/prod/2024": Operation not permitted (1) 2024/ 2024/0603/ 2024/0604/ 2024/0605/ 2024/0606/ 2024/0607/ 2024/0610/ 2024/0611/ 2024/0612/ 2024/0613/ 2024/0614/ 2024/0617/ 2024/0618/ 2024/0619/ 2024/0620/ 2024/0621/ 2024/0624/ 2024/0625/ 2024/0626/ 2024/0627/ 2024/0628/ 2024/0628/univariate_analysis_block_frame_monthly_20240628_univ_asia_v1.plz4 sent 669,092 bytes received 12,359 bytes 454,300.67 bytes/sec total size is 7,239,521,795 speedup is 10,623.69 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal07/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal07/prod... sending incremental file list 2024/ 2024/0701/ 2024/0702/ 2024/0703/ 2024/0704/ 2024/0705/ 2024/0708/ 2024/0709/ 2024/0710/ 2024/0711/ 2024/0712/ 2024/0715/ 2024/0716/ 2024/0717/ 2024/0718/ 2024/0719/ 2024/0722/ 2024/0723/ 2024/0724/ 2024/0725/ 2024/0726/ 2024/0729/ 2024/0730/ 2024/0731/ 2024/0731/index_csi100_weights_frame_20240731_global.plz4 2024/0731/index_csi300_weights_frame_20240731_global.plz4 2024/0731/index_csi500_weights_frame_20240731_global.plz4 2024/0731/trading_backfilled_bcost_frame_monthly_20240731_global.plz4 2024/0731/univariate_analysis_block_frame_monthly_20240731_univ_asia_v1.plz4 sent 759,546 bytes received 34,551 bytes 529,398.00 bytes/sec total size is 8,302,948,587 speedup is 10,455.84 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal08/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal08/prod... sending incremental file list 2024/ 2024/0801/ 2024/0802/ 2024/0805/ 2024/0806/ 2024/0807/ 2024/0807/adv_usdm_60D_median_dxy_adj_20240807_global.plz4 2024/0807/alpha_20240807_model_asia_v1.plz4 2024/0807/alpha_frame_20240807_model_asia_v1.plz4 2024/0807/alpha_theme_frame_20240807_model_asia_v1.plz4 2024/0807/auxiliary_returns_frame_20240807_global.plz4 2024/0807/bank_depp_frame_20240807_global.plz4 2024/0807/bank_depp_neut_model_20240807_univ_asia_v1.plz4 2024/0807/bank_depp_score_20240807_univ_asia_v1.plz4 2024/0807/blended_earnings_frame_adj_cfo_20240807_global.plz4 2024/0807/blended_earnings_frame_bvl_20240807_global.plz4 2024/0807/blended_earnings_frame_cfo_20240807_global.plz4 2024/0807/blended_earnings_frame_div_20240807_global.plz4 2024/0807/blended_earnings_frame_eda_20240807_global.plz4 2024/0807/blended_earnings_frame_nav_20240807_global.plz4 2024/0807/blended_earnings_frame_net_20240807_global.plz4 2024/0807/blended_earnings_frame_pre_20240807_global.plz4 2024/0807/blended_earnings_frame_sal_20240807_global.plz4 2024/0807/bp_frame_20240807_global.plz4 2024/0807/bp_neut_model_20240807_univ_asia_v1.plz4 2024/0807/bp_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/bp_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/bp_score_20240807_univ_asia_v1.plz4 2024/0807/category_alpha_scale_cisb_20240807_model_asia_v1.plz4 2024/0807/category_alpha_scale_frame_20240807_model_asia_v1.plz4 2024/0807/cfoev_frame_20240807_global.plz4 2024/0807/cfoev_neut_model_20240807_univ_asia_v1.plz4 2024/0807/cfoev_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/cfoev_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/cfoev_score_20240807_univ_asia_v1.plz4 2024/0807/cfp_frame_20240807_global.plz4 2024/0807/cfp_neut_model_20240807_univ_asia_v1.plz4 2024/0807/cfp_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/cfp_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/cfp_score_20240807_univ_asia_v1.plz4 2024/0807/composite_cratio_frame_20240807_univ_asia_v1.plz4 2024/0807/composite_cratio_neut_model_20240807_univ_asia_v1.plz4 2024/0807/composite_cratio_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/composite_cratio_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/composite_cratio_score_20240807_univ_asia_v1.plz4 2024/0807/consensus_frame_bps_20240807_global.plz4 2024/0807/consensus_frame_cps_20240807_global.plz4 2024/0807/consensus_frame_dps_20240807_global.plz4 2024/0807/consensus_frame_ebt_20240807_global.plz4 2024/0807/consensus_frame_eda_20240807_global.plz4 2024/0807/consensus_frame_eps_20240807_global.plz4 2024/0807/consensus_frame_nav_20240807_global.plz4 2024/0807/consensus_frame_opr_20240807_global.plz4 2024/0807/consensus_frame_pre_20240807_global.plz4 2024/0807/consensus_frame_rec_20240807_global.plz4 2024/0807/consensus_frame_sal_20240807_global.plz4 2024/0807/consensus_frame_tps_20240807_global.plz4 2024/0807/consensus_ratio_frame_cps_13W_20240807_global.plz4 2024/0807/consensus_ratio_frame_cps_4W_20240807_global.plz4 2024/0807/consensus_ratio_frame_eps_13W_20240807_global.plz4 2024/0807/consensus_ratio_frame_eps_4W_20240807_global.plz4 2024/0807/consensus_ratio_frame_pre_13W_20240807_global.plz4 2024/0807/consensus_ratio_frame_pre_4W_20240807_global.plz4 2024/0807/consensus_ratio_frame_sal_13W_20240807_global.plz4 2024/0807/consensus_ratio_frame_sal_4W_20240807_global.plz4 2024/0807/country_alpha_20240807_model_asia_v1.plz4 2024/0807/country_alpha_scale_20240807_model_asia_v1.plz4 2024/0807/country_alpha_scale_raw_20240807_model_asia_v1.plz4 2024/0807/country_rollup_20240807_univ_asia_v1.plz4 2024/0807/cp_stock_selection_alpha_score_20240807_model_asia_v1.plz4 2024/0807/dp_frame_20240807_global.plz4 2024/0807/dp_neut_model_20240807_univ_asia_v1.plz4 2024/0807/dp_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/dp_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/dp_score_20240807_univ_asia_v1.plz4 2024/0807/earnings_frame_adj_cfo_unweighted_20240807_global.plz4 2024/0807/earnings_frame_adj_cfo_weighted_20240807_global.plz4 2024/0807/earnings_frame_bvl_unweighted_20240807_global.plz4 2024/0807/earnings_frame_bvl_weighted_20240807_global.plz4 2024/0807/earnings_frame_cfo_unweighted_20240807_global.plz4 2024/0807/earnings_frame_cfo_weighted_20240807_global.plz4 2024/0807/earnings_frame_div_unweighted_20240807_global.plz4 2024/0807/earnings_frame_div_weighted_20240807_global.plz4 2024/0807/earnings_frame_eda_unweighted_20240807_global.plz4 2024/0807/earnings_frame_eda_weighted_20240807_global.plz4 2024/0807/earnings_frame_nav_unweighted_20240807_global.plz4 2024/0807/earnings_frame_nav_weighted_20240807_global.plz4 2024/0807/earnings_frame_net_unweighted_20240807_global.plz4 2024/0807/earnings_frame_net_weighted_20240807_global.plz4 2024/0807/earnings_frame_pre_unweighted_20240807_global.plz4 2024/0807/earnings_frame_pre_weighted_20240807_global.plz4 2024/0807/earnings_frame_sal_unweighted_20240807_global.plz4 2024/0807/earnings_frame_sal_weighted_20240807_global.plz4 2024/0807/ebitdaev_frame_20240807_global.plz4 2024/0807/ebitdaev_neut_model_20240807_univ_asia_v1.plz4 2024/0807/ebitdaev_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/ebitdaev_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/ebitdaev_score_20240807_univ_asia_v1.plz4 2024/0807/ep_frame_20240807_global.plz4 2024/0807/ep_neut_model_20240807_univ_asia_v1.plz4 2024/0807/ep_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/ep_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/ep_score_20240807_univ_asia_v1.plz4 2024/0807/estchg_frame_bps_20240807_global.plz4 2024/0807/estchg_frame_cps_20240807_global.plz4 2024/0807/estchg_frame_dps_20240807_global.plz4 2024/0807/estchg_frame_ebt_20240807_global.plz4 2024/0807/estchg_frame_eda_20240807_global.plz4 2024/0807/estchg_frame_eps_20240807_global.plz4 2024/0807/estchg_frame_nav_20240807_global.plz4 2024/0807/estchg_frame_opr_20240807_global.plz4 2024/0807/estchg_frame_pre_20240807_global.plz4 2024/0807/estchg_frame_rec_20240807_global.plz4 2024/0807/estchg_frame_sal_20240807_global.plz4 2024/0807/estchg_frame_tps_20240807_global.plz4 2024/0807/ev_usdm_20240807_global.plz4 2024/0807/extended_mktcap_usdm_20240807_global.plz4 2024/0807/fcfev_frame_20240807_global.plz4 2024/0807/fcfev_neut_model_20240807_univ_asia_v1.plz4 2024/0807/fcfev_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/fcfev_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/fcfev_score_20240807_univ_asia_v1.plz4 2024/0807/fcfmom_frame_20240807_global.plz4 2024/0807/fcfmom_neut_model_20240807_univ_asia_v1.plz4 2024/0807/fcfmom_rollup_level_20240807_univ_asia_v1.plz4 2024/0807/fcfmom_rollup_tss_20240807_univ_asia_v1.plz4 2024/0807/fcfmom_score_20240807_univ_asia_v1.plz4 2024/0807/fiscal_adj_cfo_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_adj_cfo_frame_Q_delta_20240807_global.plz4 2024/0807/fiscal_adj_cfo_frame_S_delta_20240807_global.plz4 2024/0807/fiscal_adv_expense_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_adv_expense_frame_Q_delta_20240807_global.plz4 2024/0807/fiscal_adv_expense_frame_S_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_cf_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_cf_frame_Q_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_cf_frame_S_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_is_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_is_frame_Q_delta_20240807_global.plz4 2024/0807/fiscal_amtz_dpac_is_frame_S_delta_20240807_global.plz4 2024/0807/fiscal_bank_income_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_bank_income_frame_Q_delta_20240807_global.plz4 2024/0807/fiscal_bank_income_frame_S_delta_20240807_global.plz4 2024/0807/fiscal_capital_expenditure_frame_A_delta_20240807_global.plz4 2024/0807/fiscal_capital_expenditure_frame_Q_delta_20240807_global.plz4 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2024/0809/trailing_ebitdaev_frame_20240809_global.plz4 2024/0809/trailing_ebitdaev_neut_model_20240809_univ_asia_v1.plz4 2024/0809/trailing_ebitdaev_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/trailing_ebitdaev_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/trailing_ebitdaev_score_20240809_univ_asia_v1.plz4 2024/0809/univwt_frame_20240809_univ_asia_v1.plz4 2024/0809/value_gc_20240809_univ_asia_v1.plz4 2024/0809/value_gc_composite_20240809_univ_asia_v1.plz4 2024/0809/value_gc_neut_model_20240809_univ_asia_v1.plz4 2024/0809/value_gc_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/value_gc_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/value_liq_20240809_univ_asia_v1.plz4 2024/0809/value_liq_composite_20240809_univ_asia_v1.plz4 2024/0809/value_liq_neut_model_20240809_univ_asia_v1.plz4 2024/0809/value_liq_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/value_liq_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/weekly_dilution_20240809_global.plz4 2024/0809/weekly_median_mktcap_frame_20240809_global.plz4 2024/0809/weighted_cf_surprise_frame_20240809_univ_asia_v1.plz4 2024/0809/weighted_cf_surprise_neut_model_20240809_univ_asia_v1.plz4 2024/0809/weighted_cf_surprise_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/weighted_cf_surprise_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/weighted_cf_surprise_score_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_pct_13W_neut_model_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_pct_13W_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_pct_13W_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_pct_13W_score_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_ud_13W_neut_model_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_ud_13W_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_ud_13W_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/wtd_rev_ud_13W_score_20240809_univ_asia_v1.plz4 2024/0809/wtd_revc_pct_frame_20240809_univ_asia_v1.plz4 2024/0809/wtd_revc_pct_neut_model_20240809_univ_asia_v1.plz4 2024/0809/wtd_revc_pct_rollup_level_20240809_univ_asia_v1.plz4 2024/0809/wtd_revc_pct_rollup_tss_20240809_univ_asia_v1.plz4 2024/0809/wtd_revc_pct_score_20240809_univ_asia_v1.plz4 2024/0809/wtd_revision_frame_13W_20240809_univ_asia_v1.plz4 sent 599,733,055 bytes received 2,558,605 bytes 8,922,839.41 bytes/sec total size is 2,428,227,623 speedup is 4.03 Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal09/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal09/prod... sending incremental file list rsync: link_stat "/mnt/signal/signal09/prod/2024" failed: No such file or directory (2) sent 18 bytes received 12 bytes 60.00 bytes/sec total size is 0 speedup is 0.00 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal10/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal10/prod... sending incremental file list rsync: link_stat "/mnt/signal/signal10/prod/2024" failed: No such file or directory (2) sent 18 bytes received 12 bytes 20.00 bytes/sec total size is 0 speedup is 0.00 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal11/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal11/prod... sending incremental file list rsync: link_stat "/mnt/signal/signal11/prod/2024" failed: No such file or directory (2) sent 18 bytes received 12 bytes 60.00 bytes/sec total size is 0 speedup is 0.00 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] Go run /usr/bin/rsync -avzu --chmod=ugo=rw /mnt/signal/signal12/prod/2024 prod@ip-172-31-27-54:/mnt/signal/signal12/prod... sending incremental file list rsync: link_stat "/mnt/signal/signal12/prod/2024" failed: No such file or directory (2) sent 18 bytes received 12 bytes 60.00 bytes/sec total size is 0 speedup is 0.00 rsync error: some files/attrs were not transferred (see previous errors) (code 23) at main.c(1196) [sender=3.1.2] (prod: 25448 ) 2024-08-09 09:16:03 [INFO] ...Done sync signals to cluster