nohup: ignoring input (prod: 17568 ) 2024-08-23 13:30:15 [INFO] Starting alphagen... (prod: 17568 ) 2024-08-23 13:30:17 [INFO] NumExpr defaulting to 4 threads. (prod: 17568 ) 2024-08-23 13:30:21 [INFO] 1949 signals in signal registry (prod: 17568 ) 2024-08-23 13:30:25 [INFO] (prod: 17568 ) 2024-08-23 13:30:25 [INFO] Updating signal depth 0 / 45 (prod: 17568 ) 2024-08-23 13:30:25 [INFO] (prod: 17568 ) 2024-08-23 13:42:42 [INFO] Writing [3471612] [/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: 17568 ) 2024-08-23 13:42:56 [INFO] Writing [0] [/signal/signal00/prod/fundamentals_data_frame_LCPR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:57 [INFO] Writing [5] [/signal/signal00/prod/fundamentals_data_frame_LOBL_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:57 [INFO] Writing [11841] [/signal/signal00/prod/fundamentals_data_frame_SCEX_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:58 [INFO] Writing [67] [/signal/signal00/prod/fundamentals_data_frame_LINR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:58 [INFO] Writing [354] [/signal/signal00/prod/fundamentals_data_frame_SNII_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:58 [INFO] Writing [347] [/signal/signal00/prod/fundamentals_data_frame_VRTO_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:58 [INFO] Writing [721] [/signal/signal00/prod/fundamentals_data_frame_SPRS_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:42:59 [INFO] Writing [13887] [/signal/signal00/prod/fundamentals_data_frame_STLD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:01 [INFO] Writing [10971] [/signal/signal00/prod/fundamentals_data_frame_AITL_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:01 [INFO] Writing [14222] [/signal/signal00/prod/fundamentals_data_frame_SOPI_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:02 [INFO] Writing [248] [/signal/signal00/prod/fundamentals_data_frame_ALLA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:10 [INFO] Writing [294] [/signal/signal00/prod/fundamentals_data_frame_ELLP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:14 [INFO] Writing [157711] [/signal/signal00/prod/adjustment_factor_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:14 [INFO] SELECT * FROM yahoo_finance_indices WHERE indexCode = '^VIX' (prod: 17568 ) 2024-08-23 13:43:15 [INFO] Writing [746] [/signal/signal00/prod/fundamentals_data_frame_VCAP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:15 [INFO] Writing [75845] [/signal/signal00/prod/security_value_fraction_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:16 [INFO] Writing [14700] [/signal/signal00/prod/fundamentals_data_frame_TTAX_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:18 [INFO] Writing [8749] [/signal/signal00/prod/index_vix_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:19 [INFO] Writing [12342] [/signal/signal00/prod/fundamentals_data_frame_STBV_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:19 [INFO] Writing [6970] [/signal/signal00/prod/trading_exchange_holidays_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:19 [INFO] Writing [15748] [/signal/signal00/prod/fundamentals_data_frame_EIBT_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:21 [INFO] Writing [13776] [/signal/signal00/prod/fundamentals_data_frame_VDEP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:22 [INFO] Writing [229] [/signal/signal00/prod/fundamentals_data_frame_LSTB_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:23 [INFO] Writing [9303] [/signal/signal00/prod/fundamentals_data_frame_NIEN_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:24 [INFO] Writing [64] [/signal/signal00/prod/fundamentals_data_frame_LACC_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:25 [INFO] Writing [11460] [/signal/signal00/prod/fundamentals_data_frame_LCLD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:26 [INFO] Writing [12375] [/signal/signal00/prod/fundamentals_data_frame_LTTD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:27 [INFO] Writing [171] [/signal/signal00/prod/fundamentals_data_frame_LNID_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:27 [INFO] Writing [15420] [/signal/signal00/prod/fundamentals_data_frame_SSGA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:30 [INFO] Writing [3084] [/signal/signal00/prod/fundamentals_data_frame_LPBA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:30 [INFO] Writing [442] [/signal/signal00/prod/fundamentals_data_frame_VRUQ_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:31 [INFO] Writing [13833] [/signal/signal00/prod/fundamentals_data_frame_QTLE_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:31 [INFO] Writing [12763] [/signal/signal00/prod/fundamentals_data_frame_OTLO_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:33 [INFO] Writing [9279] [/signal/signal00/prod/fundamentals_data_frame_SIEN_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:33 [INFO] Writing [5] [/signal/signal00/prod/fundamentals_data_frame_ODPA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:34 [INFO] Writing [151] [/signal/signal00/prod/fundamentals_data_frame_SOBL_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:35 [INFO] Writing [124] [/signal/signal00/prod/fundamentals_data_frame_NAMI_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:40 [INFO] Writing [30] [/signal/signal00/prod/fundamentals_data_frame_OINR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:42 [INFO] Writing [310] [/signal/signal00/prod/fundamentals_data_frame_ANTL_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:42 [INFO] Writing [170] [/signal/signal00/prod/fundamentals_data_frame_LFFP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:46 [INFO] Writing [11852] [/signal/signal00/prod/fundamentals_data_frame_AINT_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:47 [INFO] Writing [6956] [/signal/signal00/prod/fundamentals_data_frame_SDPR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:48 [INFO] Writing [13763] [/signal/signal00/prod/fundamentals_data_frame_ATOT_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:50 [INFO] Writing [12830] [/signal/signal00/prod/fundamentals_data_frame_LSTD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:53 [INFO] Writing [684] [/signal/signal00/prod/fundamentals_data_frame_NCIN_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:53 [INFO] Writing [13015] [/signal/signal00/prod/fundamentals_data_frame_SBDA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:55 [INFO] Writing [14267] [/signal/signal00/prod/fundamentals_data_frame_SCOR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:57 [INFO] Writing [8780] [/signal/signal00/prod/fundamentals_data_frame_LCLO_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:43:59 [INFO] Writing [122046] [/signal/signal00/prod/industry_sector_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:03 [INFO] Writing [11032] [/signal/signal00/prod/fundamentals_data_frame_SETR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:04 [INFO] Writing [258] [/signal/signal00/prod/fundamentals_data_frame_LIBD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:07 [INFO] Writing [10909] [/signal/signal00/prod/fundamentals_data_frame_VIEX_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:07 [INFO] Writing [444] [/signal/signal00/prod/fundamentals_data_frame_SRPR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:09 [INFO] Writing [1916403] [/signal/signal00/prod/exchange_rates_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:10 [INFO] Writing [7453] [/signal/signal00/prod/fundamentals_data_frame_LMIN_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:14 [INFO] Writing [83] [/signal/signal00/prod/fundamentals_data_frame_LFLB_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:17 [INFO] Writing [7887] [/signal/signal00/prod/fundamentals_data_frame_CMIN_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:18 [INFO] Writing [11134] [/signal/signal00/prod/fundamentals_data_frame_LAPB_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:22 [INFO] Writing [13320] [/signal/signal00/prod/fundamentals_data_frame_ATRC_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:23 [INFO] Writing [6598] [/signal/signal00/prod/fundamentals_data_frame_VRAD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:26 [INFO] Writing [2437] [/signal/signal00/prod/fundamentals_data_frame_VADV_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:30 [INFO] Writing [308] [/signal/signal00/prod/fundamentals_data_frame_ATGL_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:31 [INFO] Writing [4664] [/signal/signal00/prod/fundamentals_data_frame_SAMT_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:34 [INFO] Writing [2223] [/signal/signal00/prod/fundamentals_data_frame_EADV_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:41 [INFO] Writing [198] [/signal/signal00/prod/fundamentals_data_frame_NDEP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:46 [INFO] Writing [13411] [/signal/signal00/prod/fundamentals_data_frame_SCSI_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:50 [INFO] Writing [46282] [/signal/signal00/prod/model_universe_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:51 [INFO] Writing [9877] [/signal/signal00/prod/fundamentals_data_frame_LAEX_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:56 [INFO] Writing [130] [/signal/signal00/prod/fundamentals_data_frame_LOTB_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:56 [INFO] Writing [27] [/signal/signal00/prod/fundamentals_data_frame_QTSP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:59 [INFO] Writing [6342] [/signal/signal00/prod/fundamentals_data_frame_VAMI_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:44:59 [INFO] Writing [18473] [/signal/signal00/prod/fundamentals_meta_frame_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:00 [INFO] Writing [8320] [/signal/signal00/prod/fundamentals_data_frame_APPY_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:00 [INFO] Writing [8073] [/signal/signal00/prod/stock_connect_status_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:03 [INFO] Writing [9979] [/signal/signal00/prod/fundamentals_data_frame_SDED_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:03 [INFO] Writing [15309] [/signal/signal00/prod/fundamentals_data_frame_RTLR_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:05 [INFO] Writing [337] [/signal/signal00/prod/fundamentals_data_frame_SIIB_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:10 [INFO] Writing [294] [/signal/signal00/prod/fundamentals_data_frame_LDBT_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:12 [INFO] Writing [1] [/signal/signal00/prod/fundamentals_data_frame_NAMA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:15 [INFO] Writing [14310] [/signal/signal00/prod/fundamentals_data_frame_NINC_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:16 [INFO] Writing [5701] [/signal/signal00/prod/fundamentals_data_frame_AGWI_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:21 [INFO] Writing [10636] [/signal/signal00/prod/fundamentals_data_frame_LLTD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:23 [INFO] Writing [369] [/signal/signal00/prod/fundamentals_data_frame_VRTC_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:24 [INFO] Writing [5868] [/signal/signal00/prod/fundamentals_data_frame_ERAD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:28 [INFO] Writing [8519] [/signal/signal00/prod/fundamentals_data_frame_DCGD_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:28 [INFO] Writing [104] [/signal/signal00/prod/fundamentals_data_frame_LODP_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:33 [INFO] Writing [854] [/signal/signal00/prod/fundamentals_data_frame_VAMA_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:45:33 [INFO] Writing [32] [/signal/signal00/prod/fundamentals_data_frame_EPAC_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:52:02 [INFO] Writing [1854061] [/signal/signal00/prod/shares_outstanding_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:56:37 [INFO] Writing [3471612] [/signal/signal00/prod/earnings_announcement_master_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:56:50 [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 '2024-07-17' AND '2024-08-21' AND a.retIndex > 0 (prod: 17568 ) 2024-08-23 13:57:14 [INFO] Writing [30155] [/signal/signal08/prod/2024/0821/share_holdings_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:14 [INFO] Writing [29849] [/signal/signal08/prod/2024/0821/returns_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:14 [INFO] (prod: 17568 ) 2024-08-23 13:57:14 [INFO] Updating signal depth 1 / 45 (prod: 17568 ) 2024-08-23 13:57:14 [INFO] (prod: 17568 ) 2024-08-23 13:57:15 [INFO] Writing [46282] [/signal/signal00/prod/market_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:15 [INFO] Writing [46282] [/signal/signal00/prod/entity_map_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:15 [INFO] Writing [46282] [/signal/signal00/prod/country_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:20 [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 ... ... ... ... ... ... ... 19510 @ASIAN131 BKK THB TH 0.000 0.000 19511 @THAIC32 BKK THB TH 0.000 0.000 19512 @NEOCO4 BKK THB TH 0.000 0.000 19513 @STONE205 BKK THB TH 0.000 0.000 19514 @MAGUR1 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 ... ... ... ... ... ... ... 19510 0.0 0.0 comm 5.0 5.0 10.000 19511 0.0 0.0 comm 5.0 5.0 10.000 19512 0.0 0.0 comm 5.0 5.0 10.000 19513 0.0 0.0 comm 5.0 5.0 10.000 19514 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 ... ... ... ... ... 19510 0.000500 0.000500 1.0 0.000500 19511 0.000500 0.000500 1.0 0.000500 19512 0.000500 0.000500 1.0 0.000500 19513 0.000500 0.000500 1.0 0.000500 19514 0.000500 0.000500 1.0 0.000500 [19515 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 \ 5090 @JIANG2 HKG HKD HK 0.77 0.77 5091 @ASMPA2 HKG HKD HK 0.77 0.77 5092 @YEEBO2 HKG HKD HK 0.77 0.77 5093 @ABCCO3 HKG HKD HK 0.77 0.77 5094 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5090 10.0 10.0 comm 2.0 2.0 25.54 5091 10.0 10.0 comm 2.0 2.0 25.54 5092 10.0 10.0 comm 2.0 2.0 25.54 5093 10.0 10.0 comm 2.0 2.0 25.54 5094 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5090 0.001277 0.001277 1.0 0.001277 5091 0.001277 0.001277 1.0 0.001277 5092 0.001277 0.001277 1.0 0.001277 5093 0.001277 0.001277 1.0 0.001277 5094 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7214 @EVERT2 TAI TWD TW 0.0 0.0 7215 @AGVPR1 TAI TWD TW 0.0 0.0 7216 @ABILI2 TAI TWD TW 0.0 0.0 7217 @ACCTO2 TAI TWD TW 0.0 0.0 7218 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7214 0.0 30.0 comm 2.75 2.75 35.5 7215 0.0 30.0 comm 2.75 2.75 35.5 7216 0.0 30.0 comm 2.75 2.75 35.5 7217 0.0 30.0 comm 2.75 2.75 35.5 7218 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7214 0.000275 0.003275 1.0 0.001775 7215 0.000275 0.003275 1.0 0.001775 7216 0.000275 0.003275 1.0 0.001775 7217 0.000275 0.003275 1.0 0.001775 7218 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8879 @INTIK1 IDX IDR ID 4.0 4.0 8880 @BUKIT1 IDX IDR ID 4.0 4.0 8881 @ADESA1 IDX IDR ID 4.0 4.0 8882 @PRASI1 IDX IDR ID 4.0 4.0 8883 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8879 0.3 10.3 comm 6.0 6.0 30.6 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 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8879 0.00103 0.00203 1.0 0.00153 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 --- 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 \ 10532 @ABANL1 NSE INR IN 0.0 0.0 10533 @AHMED1 NSE INR IN 0.0 0.0 10534 @AEGIS12 NSE INR IN 0.0 0.0 10535 @ALKYL1 NSE INR IN 0.0 0.0 10536 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10532 0.0 0.0 comm 5.0 5.0 10.0 10533 0.0 0.0 comm 5.0 5.0 10.0 10534 0.0 0.0 comm 5.0 5.0 10.0 10535 0.0 0.0 comm 5.0 5.0 10.0 10536 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10532 0.0005 0.0005 1.0 0.0005 10533 0.0005 0.0005 1.0 0.0005 10534 0.0005 0.0005 1.0 0.0005 10535 0.0005 0.0005 1.0 0.0005 10536 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12399 @RESTA2 NZE NZD NZ 0.0 0.0 12400 @SCOTT22 NZE NZD NZ 0.0 0.0 12401 @HALLE6 NZE NZD NZ 0.0 0.0 12402 @AMPNZ1 NZE NZD NZ 0.0 0.0 12403 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12399 0.0 0.0 3.0 3.0 6.0 12400 0.0 0.0 3.0 3.0 6.0 12401 0.0 0.0 3.0 3.0 6.0 12402 0.0 0.0 3.0 3.0 6.0 12403 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12399 0.0003 0.0003 1.0 0.0003 12400 0.0003 0.0003 1.0 0.0003 12401 0.0003 0.0003 1.0 0.0003 12402 0.0003 0.0003 1.0 0.0003 12403 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12476 @ACMAL1 SES SGD SG 4.0 4.0 12477 @ASIAF1 SES SGD SG 4.0 4.0 12478 @AMARA1 SES SGD SG 4.0 4.0 12479 @SINGA31 SES SGD SG 4.0 4.0 12480 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12476 0.0 0.0 comm 2.75 2.75 13.5 12477 0.0 0.0 comm 2.75 2.75 13.5 12478 0.0 0.0 comm 2.75 2.75 13.5 12479 0.0 0.0 comm 2.75 2.75 13.5 12480 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12476 0.000675 0.000675 1.0 0.000675 12477 0.000675 0.000675 1.0 0.000675 12478 0.000675 0.000675 1.0 0.000675 12479 0.000675 0.000675 1.0 0.000675 12480 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12740 @ACEBE1 KOS KRW KR 0.0 0.0 12741 @WONPU1 KOS KRW KR 0.0 0.0 12742 @EYEVI1 KOS KRW KR 0.0 0.0 12743 @PROCH4 KOS KRW KR 0.0 0.0 12744 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12740 0.0 30.0 comm 2.75 2.75 35.5 12741 0.0 30.0 comm 2.75 2.75 35.5 12742 0.0 30.0 comm 2.75 2.75 35.5 12743 0.0 30.0 comm 2.75 2.75 35.5 12744 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12740 0.000275 0.003275 1.0 0.001775 12741 0.000275 0.003275 1.0 0.001775 12742 0.000275 0.003275 1.0 0.001775 12743 0.000275 0.003275 1.0 0.001775 12744 0.000275 0.003275 1.0 0.001775 (prod: 17568 ) 2024-08-23 13:57:21 [INFO] Writing [19515] [/signal/signal08/prod/2024/0821/tcost_linear_cost_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:23 [INFO] Writing [46282] [/signal/signal08/prod/2024/0821/shares_outstanding_latest_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:40 [INFO] Writing [31211] [/signal/signal08/prod/2024/0821/fiscal_meta_frame_20240821_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14999 @ASIAS3 TKS JPY JP 0.0 0.0 15000 @KAKIY1 TKS JPY JP 0.0 0.0 15001 @AGROK3 TKS JPY JP 0.0 0.0 15002 @AICAK1 TKS JPY JP 0.0 0.0 15003 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14999 0.0 0.0 comm 1.25 1.25 2.5 15000 0.0 0.0 comm 1.25 1.25 2.5 15001 0.0 0.0 comm 1.25 1.25 2.5 15002 0.0 0.0 comm 1.25 1.25 2.5 15003 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14999 0.000125 0.000125 1.0 0.000125 15000 0.000125 0.000125 1.0 0.000125 15001 0.000125 0.000125 1.0 0.000125 15002 0.000125 0.000125 1.0 0.000125 15003 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18288 @AFFIN8 KLS MYR MY 3.0 3.0 18289 @AJINO4 KLS MYR MY 3.0 3.0 18290 @AJIYA1 KLS MYR MY 3.0 3.0 18291 @KOBAY2 KLS MYR MY 3.0 3.0 18292 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18288 10.0 10.0 comm 5.0 5.0 36.0 18289 10.0 10.0 comm 5.0 5.0 36.0 18290 10.0 10.0 comm 5.0 5.0 36.0 18291 10.0 10.0 comm 5.0 5.0 36.0 18292 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18288 0.0018 0.0018 1.0 0.0018 18289 0.0018 0.0018 1.0 0.0018 18290 0.0018 0.0018 1.0 0.0018 18291 0.0018 0.0018 1.0 0.0018 18292 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18887 @AIKAC2 BKK THB TH 0.0 0.0 18888 @ALUCO1 BKK THB TH 0.0 0.0 18889 @AMARI4 BKK THB TH 0.0 0.0 18890 @AMARI6 BKK THB TH 0.0 0.0 18891 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18887 0.0 0.0 comm 5.0 5.0 10.0 18888 0.0 0.0 comm 5.0 5.0 10.0 18889 0.0 0.0 comm 5.0 5.0 10.0 18890 0.0 0.0 comm 5.0 5.0 10.0 18891 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18887 0.0005 0.0005 1.0 0.0005 18888 0.0005 0.0005 1.0 0.0005 18889 0.0005 0.0005 1.0 0.0005 18890 0.0005 0.0005 1.0 0.0005 18891 0.0005 0.0005 1.0 0.0005 --- (prod: 17568 ) 2024-08-23 13:57:41 [INFO] (prod: 17568 ) 2024-08-23 13:57:41 [INFO] Updating signal depth 2 / 45 (prod: 17568 ) 2024-08-23 13:57:41 [INFO] (prod: 17568 ) 2024-08-23 13:57:41 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-21' AND '2024-08-21' AND a.priceClose IS NOT NULL (prod: 17568 ) 2024-08-23 13:57:42 [INFO] Writing [157] [/signal/signal08/prod/2024/0821/fx_returns_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:57:48 [INFO] Writing [29140] [/signal/signal08/prod/2024/0821/price_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:00 [INFO] Writing [30665] [/signal/signal08/prod/2024/0821/total_return_volatility_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:01 [INFO] (prod: 17568 ) 2024-08-23 13:58:01 [INFO] Updating signal depth 3 / 45 (prod: 17568 ) 2024-08-23 13:58:01 [INFO] (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_deposits_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_deposits_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_loans_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_deposits_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_gross_loans_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_gross_loans_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_loans_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_gross_loans_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cashflow_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cashflow_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_capital_expenditure_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_capital_expenditure_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_loans_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_revenue_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_revenue_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_loan_loss_allowance_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:40 [INFO] Writing [29853] [/signal/signal08/prod/2024/0821/auxiliary_returns_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:41 [INFO] Writing [29120] [/signal/signal08/prod/2024/0821/parkinson_volatility_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_income_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:58:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_equity_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cashflow_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_equity_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_bs_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_income_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_assets_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_equity_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_assets_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_assets_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_bs_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_bs_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_loan_loss_allowance_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_loan_loss_allowance_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 13:59:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_capital_expenditure_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_income_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:02 [INFO] Writing [30056] [/signal/signal08/prod/2024/0821/adv_usdm_60D_median_dxy_adj_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_revenue_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_is_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:13 [INFO] Writing [32233] [/signal/signal08/prod/2024/0821/price_frame_latest_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:14 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ebitda_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_inventory_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_inventory_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ebitda_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_st_borrowings_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_curr_lt_debts_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_non_performing_loans_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_st_borrowings_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_non_performing_loans_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_non_performing_loans_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_insu_reserves_cf_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_curr_lt_debts_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_insu_reserves_cf_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_is_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_insu_reserves_cf_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_is_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_curr_lt_debts_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:00:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_st_borrowings_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_effective_taxrate_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_effective_taxrate_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_inventory_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_effective_taxrate_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_net_income_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_cash_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_is_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_is_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_net_income_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_mnty_is_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_net_income_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sgna_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:01:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_cf_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sgna_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_cf_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_amtz_dpac_cf_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ebitda_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_cash_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_cash_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sgna_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:27 [INFO] (prod: 17568 ) 2024-08-23 14:02:27 [INFO] Updating signal depth 4 / 45 (prod: 17568 ) 2024-08-23 14:02:27 [INFO] (prod: 17568 ) 2024-08-23 14:02:29 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-22' AND '2024-08-22' AND a.priceClose IS NOT NULL (prod: 17568 ) 2024-08-23 14:02:31 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:02:32 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:02:32 [INFO] Writing [20272] [/signal/signal00/prod/estimates_frame_tps_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:33 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:02:34 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:02:35 [INFO] Writing [36923] [/signal/signal00/prod/estimates_frame_cps_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:40 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:02:42 [INFO] Writing [30155] [/signal/signal08/prod/2024/0822/share_holdings_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:43 [INFO] Writing [46282] [/signal/signal08/prod/2024/0822/shares_outstanding_latest_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:43 [INFO] Writing [29102] [/signal/signal08/prod/2024/0822/price_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:43 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:02:44 [INFO] Writing [90100] [/signal/signal00/prod/estimates_frame_dps_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:46 [INFO] Writing [32231] [/signal/signal08/prod/2024/0822/price_frame_latest_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:46 [INFO] Writing [58772] [/signal/signal00/prod/estimates_frame_bps_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:46 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-23' AND '2024-08-23' AND a.priceClose IS NOT NULL (prod: 17568 ) 2024-08-23 14:02:51 [INFO] Writing [143038] [/signal/signal00/prod/estimates_frame_eps_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:56 [INFO] Writing [30155] [/signal/signal08/prod/2024/0823/share_holdings_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:56 [INFO] Writing [46282] [/signal/signal08/prod/2024/0823/shares_outstanding_latest_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:56 [INFO] Writing [23110] [/signal/signal08/prod/2024/0823/price_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:02:57 [INFO] Writing [32225] [/signal/signal08/prod/2024/0823/price_frame_latest_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:14 [INFO] Writing [297515] [/signal/signal00/prod/trading_backfilled_bcost_frame_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:15 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:03:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_bank_income_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:03:20 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:03:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_bank_income_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:24 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:03:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_interest_expense_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_payables_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:03:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adv_expense_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_interest_expense_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_rnd_expense_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_rnd_expense_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_bank_income_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adv_expense_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_interest_expense_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_rnd_expense_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_receivables_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_payables_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_receivables_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:04:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adv_expense_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_receivables_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_payables_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:21 [INFO] (prod: 17568 ) 2024-08-23 14:05:21 [INFO] Updating signal depth 5 / 45 (prod: 17568 ) 2024-08-23 14:05:21 [INFO] (prod: 17568 ) 2024-08-23 14:05:31 [INFO] Writing [13988] [/signal/signal00/prod/trading_median_bcost_backfilled_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_income_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_income_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_income_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:05:43 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:05:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:05:51 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:05:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_gross_profit_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:01 [INFO] Writing [11403] [/signal/signal08/prod/2024/0821/trading_bcost_multiplier_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_gross_profit_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:13 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:06:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_common_equity_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_dna_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_assets_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_common_equity_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:06:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_assets_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_gross_profit_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_assets_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_is_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_bs_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_is_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_is_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_common_equity_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_bs_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_minority_bs_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:32 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:07:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_dna_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:41 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:07:48 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:07:54 [INFO] Writing [46100] [/signal/signal08/prod/2024/0821/consensus_frame_bps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:56 [INFO] Writing [65766] [/signal/signal08/prod/2024/0821/consensus_frame_eps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:07:58 [INFO] Writing [34666] [/signal/signal08/prod/2024/0821/consensus_frame_cps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:08:11 [INFO] Writing [12920] [/signal/signal08/prod/2024/0821/consensus_frame_tps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:08:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_dna_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:08:43 [INFO] Writing [54298] [/signal/signal08/prod/2024/0821/consensus_frame_dps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:08:48 [INFO] Writing [31152] [/signal/signal08/prod/2024/0821/fiscal_total_assets_frame_current_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:08:54 [INFO] Writing [30647] [/signal/signal08/prod/2024/0821/bp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_debt_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_debt_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_total_debt_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:41 [INFO] (prod: 17568 ) 2024-08-23 14:09:41 [INFO] Updating signal depth 6 / 45 (prod: 17568 ) 2024-08-23 14:09:41 [INFO] (prod: 17568 ) 2024-08-23 14:09:42 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:09:43 [INFO] Writing [43622] [/signal/signal08/prod/2024/0821/earnings_frame_bvl_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:44 [INFO] Writing [142666] [/signal/signal08/prod/2024/0821/earnings_frame_cfo_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adj_cfo_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:09:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_working_capital_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_working_capital_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sales_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:15 [INFO] Writing [15849] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_eps_4W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:24 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:10:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adj_cfo_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_net_working_capital_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:40 [INFO] Writing [15602] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_eps_13W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sales_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_sales_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:44 [INFO] Writing [12864] [/signal/signal08/prod/2024/0821/tpp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_adj_cfo_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:10:56 [INFO] Writing [71518] [/signal/signal08/prod/2024/0821/estchg_frame_tps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:11:13 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:11:34 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:11:53 [INFO] Writing [200358] [/signal/signal08/prod/2024/0821/estchg_frame_dps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:11:53 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:11:55 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 17568 ) 2024-08-23 14:11:55 [INFO] Writing [19247] [/signal/signal08/prod/2024/0821/univwt_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:12:11 [INFO] Writing [83676] [/signal/signal08/prod/2024/0821/estchg_frame_cps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:17 [INFO] Writing [303706] [/signal/signal08/prod/2024/0821/estchg_frame_eps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:21 [INFO] Writing [138671] [/signal/signal08/prod/2024/0821/estchg_frame_bps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:22 [INFO] (prod: 17568 ) 2024-08-23 14:12:22 [INFO] Updating signal depth 7 / 45 (prod: 17568 ) 2024-08-23 14:12:22 [INFO] (prod: 17568 ) 2024-08-23 14:12:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:12:25 [INFO] Writing [48570] [/signal/signal00/prod/estimates_frame_nav_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:26 [INFO] Writing [11861] [/signal/signal08/prod/2024/0821/revision_frame_tps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:26 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:12:26 [INFO] Writing [10803] [/signal/signal08/prod/2024/0821/revision_frame_bps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:27 [INFO] Writing [8361] [/signal/signal08/prod/2024/0821/revision_frame_cps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ppi_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:28 [INFO] Writing [15338] [/signal/signal08/prod/2024/0821/revision_frame_eps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:28 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:12:28 [INFO] Writing [13100] [/signal/signal08/prod/2024/0821/revision_frame_dps_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:31 [INFO] Writing [150945] [/signal/signal08/prod/2024/0821/earnings_frame_net_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ppi_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:32 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:12:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noplat_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noplat_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:34 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:12:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_equity_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_equity_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_ppi_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noplat_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fcf_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fcf_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fin_adj_equity_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:12:57 [INFO] Writing [30627] [/signal/signal08/prod/2024/0821/extended_mktcap_usdm_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_fcf_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:05 [INFO] (prod: 17568 ) 2024-08-23 14:13:05 [INFO] Updating signal depth 8 / 45 (prod: 17568 ) 2024-08-23 14:13:05 [INFO] (prod: 17568 ) 2024-08-23 14:13:06 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:08 [INFO] Writing [19267] [/signal/signal08/prod/2024/0821/tcost_model_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:09 [INFO] Writing [30742] [/signal/signal08/prod/2024/0821/fiscal_sales_frame_current_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:13 [INFO] Writing [142568] [/signal/signal08/prod/2024/0821/earnings_frame_adj_cfo_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:14 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:15 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:16 [INFO] Writing [1310] [/signal/signal08/prod/2024/0821/fncl_atp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:17 [INFO] Writing [20018] [/signal/signal08/prod/2024/0821/intp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:17 [INFO] Writing [949] [/signal/signal08/prod/2024/0821/bank_depp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cash_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:22 [INFO] Writing [30817] [/signal/signal08/prod/2024/0821/fiscal_year_fraction_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:25 [INFO] Writing [181236] [/signal/signal08/prod/2024/0821/earnings_frame_div_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cash_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:30 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:13:30 [INFO] Writing [49177] [/signal/signal08/prod/2024/0821/consensus_frame_nav_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_operating_cash_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:35 [INFO] (prod: 17568 ) 2024-08-23 14:13:35 [INFO] Updating signal depth 9 / 45 (prod: 17568 ) 2024-08-23 14:13:35 [INFO] (prod: 17568 ) 2024-08-23 14:13:38 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:38 [INFO] Writing [16585] [/signal/signal00/prod/estimates_frame_opr_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:48 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:48 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:13:50 [INFO] Writing [107285] [/signal/signal00/prod/estimates_frame_ebt_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:50 [INFO] Writing [104351] [/signal/signal00/prod/estimates_frame_pre_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:50 [INFO] Writing [109513] [/signal/signal00/prod/estimates_frame_eda_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:13:51 [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 '2024-07-18' AND '2024-08-22' AND a.retIndex > 0 (prod: 17568 ) 2024-08-23 14:13:54 [INFO] Writing [138473] [/signal/signal00/prod/estimates_frame_sal_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:12 [INFO] Writing [29846] [/signal/signal08/prod/2024/0822/returns_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:12 [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 '2024-07-19' AND '2024-08-23' AND a.retIndex > 0 (prod: 17568 ) 2024-08-23 14:14:39 [INFO] Writing [29843] [/signal/signal08/prod/2024/0823/returns_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:39 [INFO] Writing [17] [/signal/signal00/prod/market_return_frame_static_static_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:39 [INFO] Writing [7273] [/signal/signal08/prod/2024/0821/revision_score_frame_dps_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:39 [INFO] Writing [115585] [/signal/signal08/prod/2024/0821/earnings_frame_adj_cfo_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:39 [INFO] Writing [124997] [/signal/signal08/prod/2024/0821/earnings_frame_net_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:40 [INFO] Writing [115653] [/signal/signal08/prod/2024/0821/earnings_frame_cfo_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:40 [INFO] Writing [32092] [/signal/signal08/prod/2024/0821/earnings_frame_bvl_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:40 [INFO] Writing [152866] [/signal/signal08/prod/2024/0821/earnings_frame_div_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:40 [INFO] Writing [4239] [/signal/signal08/prod/2024/0821/revision_score_frame_cps_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:40 [INFO] Writing [5826] [/signal/signal08/prod/2024/0821/revision_score_frame_bps_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:41 [INFO] Writing [8138] [/signal/signal08/prod/2024/0821/revision_score_frame_eps_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:41 [INFO] Writing [5172] [/signal/signal08/prod/2024/0821/revision_score_frame_tps_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:14:41 [INFO] Writing [45333] [/signal/signal08/prod/2024/0821/earnings_frame_nav_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:44 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:14:44 [INFO] Writing [1299] [/signal/signal08/prod/2024/0821/fncl_ppip_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:14:54 [INFO] Writing [19624] [/signal/signal08/prod/2024/0821/fcfmom_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [131047] [/signal/signal08/prod/2024/0821/estchg_frame_nav_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Updating signal depth 10 / 45 (prod: 17568 ) 2024-08-23 14:15:48 [INFO] (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [33440] [/signal/signal08/prod/2024/0821/earnings_frame_nav_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [8756] [/signal/signal08/prod/2024/0821/blended_earnings_frame_cfo_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [8727] [/signal/signal08/prod/2024/0821/blended_earnings_frame_adj_cfo_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [15610] [/signal/signal08/prod/2024/0821/blended_earnings_frame_net_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:48 [INFO] Writing [13721] [/signal/signal08/prod/2024/0821/blended_earnings_frame_div_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:50 [INFO] Writing [10955] [/signal/signal08/prod/2024/0821/revision_frame_nav_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:56 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:15:56 [INFO] Writing [22208] [/signal/signal08/prod/2024/0821/consensus_frame_opr_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_excess_cash_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:58 [INFO] Writing [11438] [/signal/signal08/prod/2024/0821/blended_earnings_frame_bvl_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:15:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_excess_cash_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_excess_cash_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:15 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:16:16 [INFO] Writing [61968] [/signal/signal08/prod/2024/0821/consensus_frame_pre_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:21 [INFO] Writing [53205] [/signal/signal08/prod/2024/0821/consensus_frame_ebt_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:22 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:16:22 [INFO] Writing [67214] [/signal/signal08/prod/2024/0821/consensus_frame_sal_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:25 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:16:25 [INFO] Writing [55487] [/signal/signal08/prod/2024/0821/consensus_frame_eda_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:25 [INFO] (prod: 17568 ) 2024-08-23 14:16:25 [INFO] Updating signal depth 11 / 45 (prod: 17568 ) 2024-08-23 14:16:25 [INFO] (prod: 17568 ) 2024-08-23 14:16:26 [INFO] Writing [15610] [/signal/signal08/prod/2024/0821/nip_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:26 [INFO] Writing [29849] [/signal/signal08/prod/2024/0821/logretw_reversal_4W_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:27 [INFO] Writing [19247] [/signal/signal08/prod/2024/0821/trading_default_pb_cost_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:16:27 [INFO] Writing [29838] [/signal/signal08/prod/2024/0821/logretd_reversal_5D_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:28 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:16:28 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:16:30 [INFO] Writing [136832] [/signal/signal08/prod/2024/0821/earnings_frame_eda_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:30 [INFO] Writing [170145] [/signal/signal08/prod/2024/0821/earnings_frame_sal_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:31 [INFO] Writing [15367] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_pre_4W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:31 [INFO] Writing [11438] [/signal/signal08/prod/2024/0821/forward_bp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:36 [INFO] Writing [15089] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_pre_13W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:36 [INFO] Writing [8744] [/signal/signal08/prod/2024/0821/cfp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:37 [INFO] Writing [5282] [/signal/signal08/prod/2024/0821/revision_score_frame_nav_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:16:37 [INFO] Writing [13721] [/signal/signal08/prod/2024/0821/dp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:37 [INFO] Writing [11792] [/signal/signal08/prod/2024/0821/blended_earnings_frame_nav_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:16:54 [INFO] Writing [166906] [/signal/signal08/prod/2024/0821/earnings_frame_pre_unweighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:17:59 [INFO] Writing [252703] [/signal/signal08/prod/2024/0821/estchg_frame_pre_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:03 [INFO] Writing [233123] [/signal/signal08/prod/2024/0821/estchg_frame_ebt_20240821_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.225211 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.997446 ... 0.18 0.01000 3 @AAEON2 0.500656 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19242 @ZYLOT2 0.000000 ... 1.00 0.00350 19243 @ZYLOX1 0.000000 ... 0.98 0.00375 19244 @ZYNPC1 0.000000 ... 0.11 0.00775 19245 @ZYXEL1 0.947112 ... 0.05 0.00475 19246 @ZZNOD1 0.000000 ... 1.00 0.00375 [19247 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.225211 ... 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 ... ... ... ... ... ... 19242 @TURNE4 0.000000 ... 0.004 0.092500 19243 @VECTO6 0.000000 ... 0.004 0.036675 19244 @VISTA20 0.000000 ... 0.004 0.092500 19245 @WAREH5 0.000000 ... 0.004 0.092500 19246 @WELLI12 0.000000 ... 0.004 0.092500 [19247 rows x 10 columns] (prod: 17568 ) 2024-08-23 14:18:04 [INFO] (prod: 17568 ) 2024-08-23 14:18:04 [INFO] Updating signal depth 12 / 45 (prod: 17568 ) 2024-08-23 14:18:04 [INFO] (prod: 17568 ) 2024-08-23 14:18:06 [INFO] Writing [11379] [/signal/signal08/prod/2024/0821/revision_frame_ebt_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:06 [INFO] Writing [14735] [/signal/signal08/prod/2024/0821/revision_frame_pre_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noa_frame_A_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:10 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noa_frame_S_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:10 [INFO] Writing [112457] [/signal/signal08/prod/2024/0821/earnings_frame_eda_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:10 [INFO] Writing [141971] [/signal/signal08/prod/2024/0821/earnings_frame_sal_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:11 [INFO] Writing [138769] [/signal/signal08/prod/2024/0821/earnings_frame_pre_weighted_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:11 [INFO] Writing [11792] [/signal/signal08/prod/2024/0821/forward_navp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:13 [INFO] Writing [22209] [/signal/signal08/prod/2024/0821/trading_bcost_backfilled_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:18:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:18:16 [INFO] Writing [27937] [/signal/signal08/prod/2024/0821/ev_usdm_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/fiscal_noa_frame_Q_delta_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:19 [INFO] (prod: 17568 ) 2024-08-23 14:18:19 [INFO] Updating signal depth 13 / 45 (prod: 17568 ) 2024-08-23 14:18:19 [INFO] (prod: 17568 ) 2024-08-23 14:18:19 [INFO] Writing [7981] [/signal/signal08/prod/2024/0821/revision_score_frame_pre_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:18:20 [INFO] Writing [19247] [/signal/signal08/prod/2024/0821/trading_position_bounds_frame_20240821_strat_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:18:20 [INFO] Writing [15300] [/signal/signal08/prod/2024/0821/blended_earnings_frame_pre_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:21 [INFO] Writing [8501] [/signal/signal08/prod/2024/0821/cfoev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:21 [INFO] Writing [12250] [/signal/signal08/prod/2024/0821/blended_earnings_frame_eda_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:26 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:18:26 [INFO] Writing [14554] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_sal_4W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:27 [INFO] Writing [25221] [/signal/signal08/prod/2024/0821/fcfev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:27 [INFO] Writing [11008] [/signal/signal08/prod/2024/0821/salgev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:33 [INFO] Writing [8468] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_cps_13W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:34 [INFO] Writing [27596] [/signal/signal08/prod/2024/0821/trailing_ebitdaev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:18:40 [INFO] Writing [14322] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_sal_13W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:40 [INFO] Writing [26884] [/signal/signal08/prod/2024/0821/gpev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:45 [INFO] Writing [8602] [/signal/signal08/prod/2024/0821/consensus_ratio_frame_cps_4W_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:48 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:18:49 [INFO] Writing [23718] [/signal/signal08/prod/2024/0821/normeev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:50 [INFO] Writing [11381] [/signal/signal08/prod/2024/0821/pregp_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:50 [INFO] Writing [15700] [/signal/signal08/prod/2024/0821/blended_earnings_frame_sal_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:18:50 [INFO] Writing [4544] [/signal/signal08/prod/2024/0821/revision_score_frame_ebt_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:19:34 [INFO] Writing [50088] [/signal/signal08/prod/2024/0821/estchg_frame_opr_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:04 [INFO] Writing [229958] [/signal/signal08/prod/2024/0821/estchg_frame_eda_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:25 [INFO] Writing [277655] [/signal/signal08/prod/2024/0821/estchg_frame_sal_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:26 [INFO] (prod: 17568 ) 2024-08-23 14:20:26 [INFO] Updating signal depth 14 / 45 (prod: 17568 ) 2024-08-23 14:20:26 [INFO] (prod: 17568 ) 2024-08-23 14:20:27 [INFO] Writing [5938] [/signal/signal08/prod/2024/0821/revision_frame_opr_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:27 [INFO] Writing [11763] [/signal/signal08/prod/2024/0821/ebitdaev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:27 [INFO] Writing [14494] [/signal/signal08/prod/2024/0821/sev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:27 [INFO] Writing [15275] [/signal/signal08/prod/2024/0821/ep_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/regression_design_mcisb_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:29 [INFO] Writing [5382] [/signal/signal08/prod/2024/0821/composite_cratio_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:29 [INFO] Writing [14003] [/signal/signal08/prod/2024/0821/revision_frame_sal_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:29 [INFO] Writing [11486] [/signal/signal08/prod/2024/0821/revision_frame_eda_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:30 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:20:30 [INFO] Writing [27916] [/signal/signal08/prod/2024/0821/noaev_frame_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:30 [INFO] (prod: 17568 ) 2024-08-23 14:20:30 [INFO] Updating signal depth 15 / 45 (prod: 17568 ) 2024-08-23 14:20:30 [INFO] (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Writing [5532] [/signal/signal08/prod/2024/0821/revision_score_frame_eda_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Writing [7714] [/signal/signal08/prod/2024/0821/revision_score_frame_sal_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Found [275] outliers in [4621] observations (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Found [384] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:31 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/forward_bp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/logretw_reversal_4W_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Found [439] outliers in [7392] observations (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Found [350] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Writing [5141] [/signal/signal08/prod/2024/0821/revision_score_frame_opr_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/bp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:32 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/rollup_weights_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/logretd_reversal_5D_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Found [245] outliers in [4347] observations (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Found [16] outliers in [209] observations (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/bank_depp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/tpp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Found [381] outliers in [6204] observations (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/intp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Found [305] outliers in [5015] observations (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Found [230] outliers in [4713] observations (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Found [191] outliers in [3485] observations (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/fcfmom_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/dp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/cfp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Found [14] outliers in [264] observations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Found [13] outliers in [268] observations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/fncl_ppip_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/fncl_atp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Found [949] outliers in [18771] observations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Found [270] outliers in [5091] observations (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/nip_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:35 [INFO] Found [265] outliers in [4238] observations (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/resretw_regression_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/forward_navp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Updating signal depth 16 / 45 (prod: 17568 ) 2024-08-23 14:20:36 [INFO] (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/cfp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/fcfmom_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/logretd_reversal_5D_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/nip_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/dp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [19] [/signal/signal08/prod/2024/0821/fncl_atp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/bp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Writing [7174] [/signal/signal00/prod/estimates_frame_rec_static_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Found [171] outliers in [3488] observations (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:36 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/cfoev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Found [372] outliers in [7039] observations (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Found [216] outliers in [4219] observations (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/trailing_ebitdaev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/salgev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/intp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:37 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Found [430] outliers in [6914] observations (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Found [228] outliers in [4451] observations (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Found [356] outliers in [6547] observations (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/pregp_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/gpev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:38 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/forward_navp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/logretw_reversal_4W_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/normeev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Found [392] outliers in [6638] observations (prod: 17568 ) 2024-08-23 14:20:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/fcfev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:46 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:20:46 [INFO] Writing [11840] [/signal/signal08/prod/2024/0820/consensus_frame_rec_20240820_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:54 [INFO] Writing [35672] [/signal/signal08/prod/2024/0821/estchg_frame_rec_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:54 [INFO] Writing [9887] [/signal/signal08/prod/2024/0821/revision_frame_rec_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:20:54 [INFO] Writing [4934] [/signal/signal08/prod/2024/0821/revision_score_frame_rec_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:54 [INFO] Writing [8371] [/signal/signal08/prod/2024/0821/revision_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:54 [INFO] (prod: 17568 ) 2024-08-23 14:20:54 [INFO] Updating signal depth 17 / 45 (prod: 17568 ) 2024-08-23 14:20:54 [INFO] (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Writing [3485] [/signal/signal08/prod/2024/0821/cfp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Found [219] outliers in [4215] observations (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Found [315] outliers in [5381] observations (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Found [263] outliers in [5121] observations (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/ebitdaev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:55 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/normeev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/composite_cratio_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/ep_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [8729] [/signal/signal08/prod/2024/0821/wtd_revision_frame_13W_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/logretd_reversal_5D_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/trailing_ebitdaev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/fcfev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:20:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Found [394] outliers in [7060] observations (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/noaev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [4621] [/signal/signal08/prod/2024/0821/forward_bp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [264] [/signal/signal08/prod/2024/0821/fncl_atp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/pregp_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [4238] [/signal/signal08/prod/2024/0821/forward_navp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [4347] [/signal/signal08/prod/2024/0821/tpp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:57 [INFO] Writing [5091] [/signal/signal08/prod/2024/0821/nip_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:58 [INFO] Writing [7392] [/signal/signal08/prod/2024/0821/bp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:59 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/logretw_reversal_4W_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:59 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/gpev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:59 [INFO] Writing [19] [/signal/signal08/prod/2024/0821/fncl_atp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:20:59 [INFO] Writing [268] [/signal/signal08/prod/2024/0821/fncl_ppip_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Writing [209] [/signal/signal08/prod/2024/0821/bank_depp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Found [296] outliers in [5032] observations (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/cfp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/sev_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:00 [INFO] Writing [4713] [/signal/signal08/prod/2024/0821/dp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/bp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:02 [INFO] Writing [5015] [/signal/signal08/prod/2024/0821/fcfmom_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:04 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/nip_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:04 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/logretw_reversal_4W_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:04 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/cfoev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:04 [INFO] Writing [6204] [/signal/signal08/prod/2024/0821/intp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:05 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/logretd_reversal_5D_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:05 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/dp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:06 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/fcfmom_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:07 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/intp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:07 [INFO] (prod: 17568 ) 2024-08-23 14:21:07 [INFO] Updating signal depth 18 / 45 (prod: 17568 ) 2024-08-23 14:21:07 [INFO] (prod: 17568 ) 2024-08-23 14:21:07 [INFO] Writing [6547] [/signal/signal08/prod/2024/0821/normeev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:07 [INFO] Writing [7229] [/signal/signal08/prod/2024/0821/fmom_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:07 [INFO] Writing [6914] [/signal/signal08/prod/2024/0821/gpev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:08 [INFO] Writing [72] [/signal/signal08/prod/2024/0821/sev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:08 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/ebitdaev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:08 [INFO] Writing [18771] [/signal/signal08/prod/2024/0821/resretw_reversal_4W_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:08 [INFO] Writing [7039] [/signal/signal08/prod/2024/0821/trailing_ebitdaev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:09 [INFO] Writing [3488] [/signal/signal08/prod/2024/0821/cfoev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:09 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/composite_cratio_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:09 [INFO] Writing [6638] [/signal/signal08/prod/2024/0821/fcfev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/noaev_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:11 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/normeev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:11 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/ep_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:11 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/gpev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/trailing_ebitdaev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:12 [INFO] Writing [4219] [/signal/signal08/prod/2024/0821/salgev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:12 [INFO] Writing [4451] [/signal/signal08/prod/2024/0821/pregp_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:13 [INFO] Writing [71] [/signal/signal08/prod/2024/0821/cfoev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:14 [INFO] Writing [29634] [/signal/signal08/prod/2024/0821/linked_rev_pct_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:15 [INFO] Writing [29634] [/signal/signal08/prod/2024/0821/linked_rev_ud_frame_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:15 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/fcfev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/pregp_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:16 [INFO] (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Updating signal depth 19 / 45 (prod: 17568 ) 2024-08-23 14:21:16 [INFO] (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Found [363] outliers in [5243] observations (prod: 17568 ) 2024-08-23 14:21:16 [INFO] Found [364] outliers in [5243] observations (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/rev_ud_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/rev_pct_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [5381] [/signal/signal08/prod/2024/0821/composite_cratio_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [5032] [/signal/signal08/prod/2024/0821/sev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [4215] [/signal/signal08/prod/2024/0821/ebitdaev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:17 [INFO] Writing [7060] [/signal/signal08/prod/2024/0821/noaev_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/noaev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/ebitdaev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:20 [INFO] Writing [5121] [/signal/signal08/prod/2024/0821/ep_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:20 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:20 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:21 [INFO] Found [387] outliers in [7229] observations (prod: 17568 ) 2024-08-23 14:21:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/fmom_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:21 [INFO] Writing [72] [/signal/signal08/prod/2024/0821/sev_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:22 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/ep_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/composite_cratio_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Updating signal depth 20 / 45 (prod: 17568 ) 2024-08-23 14:21:24 [INFO] (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/rev_pct_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [7458] [/signal/signal08/prod/2024/0821/value_liq_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [7458] [/signal/signal08/prod/2024/0821/value_gc_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/fmom_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/rev_ud_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [7456] [/signal/signal08/prod/2024/0821/quality_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Writing [7358] [/signal/signal08/prod/2024/0821/stability_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:24 [INFO] Found [349] outliers in [5348] observations (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Found [335] outliers in [5348] observations (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/wtd_rev_ud_13W_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/wtd_rev_pct_13W_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:25 [INFO] (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Updating signal depth 21 / 45 (prod: 17568 ) 2024-08-23 14:21:25 [INFO] (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/wtd_rev_pct_13W_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Writing [5243] [/signal/signal08/prod/2024/0821/rev_ud_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Found [426] outliers in [7358] observations (prod: 17568 ) 2024-08-23 14:21:25 [INFO] Found [426] outliers in [7456] observations (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Found [379] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/quality_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/wtd_rev_ud_13W_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/stability_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/resretw_reversal_4W_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:26 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Found [453] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Found [351] outliers in [6062] observations (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/value_liq_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/linked_rev_pct_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:28 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:28 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:28 [INFO] Found [361] outliers in [6073] observations (prod: 17568 ) 2024-08-23 14:21:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/linked_rev_ud_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Found [433] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/value_gc_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Writing [7229] [/signal/signal08/prod/2024/0821/fmom_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:29 [INFO] Writing [5243] [/signal/signal08/prod/2024/0821/rev_pct_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:30 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/rev_ud_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/fmom_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/rev_pct_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Updating signal depth 22 / 45 (prod: 17568 ) 2024-08-23 14:21:31 [INFO] (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/value_gc_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/resretw_reversal_4W_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linked_rev_ud_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/value_liq_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [5348] [/signal/signal08/prod/2024/0821/wtd_rev_ud_13W_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:31 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/quality_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:32 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/stability_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:32 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linked_rev_pct_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:32 [INFO] Writing [5348] [/signal/signal08/prod/2024/0821/wtd_rev_pct_13W_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:34 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/wtd_rev_ud_13W_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:34 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/wtd_rev_pct_13W_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:34 [INFO] (prod: 17568 ) 2024-08-23 14:21:34 [INFO] Updating signal depth 23 / 45 (prod: 17568 ) 2024-08-23 14:21:34 [INFO] (prod: 17568 ) 2024-08-23 14:21:34 [INFO] Writing [7458] [/signal/signal08/prod/2024/0821/value_liq_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:35 [INFO] Writing [6073] [/signal/signal08/prod/2024/0821/linked_rev_ud_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:38 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/stability_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:38 [INFO] Writing [7458] [/signal/signal08/prod/2024/0821/value_gc_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:38 [INFO] Writing [5468] [/signal/signal08/prod/2024/0821/revision_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [6062] [/signal/signal08/prod/2024/0821/linked_rev_pct_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/value_gc_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linked_rev_ud_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linked_rev_pct_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [7456] [/signal/signal08/prod/2024/0821/quality_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [7358] [/signal/signal08/prod/2024/0821/stability_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:39 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/resretw_reversal_4W_score_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:42 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/value_liq_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:42 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/resretw_reversal_4W_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:42 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/quality_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:42 [INFO] (prod: 17568 ) 2024-08-23 14:21:42 [INFO] Updating signal depth 24 / 45 (prod: 17568 ) 2024-08-23 14:21:42 [INFO] (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Writing [6176] [/signal/signal08/prod/2024/0821/linkage_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/reversal_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Writing [7408] [/signal/signal08/prod/2024/0821/momentum_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Writing [7317] [/signal/signal08/prod/2024/0821/neglect_composite_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Found [353] outliers in [5468] observations (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/revision_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:43 [INFO] (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Updating signal depth 25 / 45 (prod: 17568 ) 2024-08-23 14:21:43 [INFO] (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Found [317] outliers in [6176] observations (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Found [424] outliers in [7317] observations (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Found [469] outliers in [7408] observations (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Found [275] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/momentum_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/neglect_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/reversal_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/linkage_neut_model_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/revision_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:44 [INFO] (prod: 17568 ) 2024-08-23 14:21:44 [INFO] Updating signal depth 26 / 45 (prod: 17568 ) 2024-08-23 14:21:44 [INFO] (prod: 17568 ) 2024-08-23 14:21:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/momentum_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/reversal_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:45 [INFO] Writing [5468] [/signal/signal08/prod/2024/0821/revision_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linkage_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/neglect_rollup_level_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Writing [73] [/signal/signal08/prod/2024/0821/revision_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:47 [INFO] (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Updating signal depth 27 / 45 (prod: 17568 ) 2024-08-23 14:21:47 [INFO] (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Writing [7317] [/signal/signal08/prod/2024/0821/neglect_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/reversal_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Writing [6176] [/signal/signal08/prod/2024/0821/linkage_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:47 [INFO] Writing [7408] [/signal/signal08/prod/2024/0821/momentum_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/neglect_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/linkage_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/momentum_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/reversal_rollup_tss_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Updating signal depth 28 / 45 (prod: 17568 ) 2024-08-23 14:21:51 [INFO] (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/alpha_theme_frame_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:51 [INFO] (prod: 17568 ) 2024-08-23 14:21:51 [INFO] Updating signal depth 29 / 45 (prod: 17568 ) 2024-08-23 14:21:51 [INFO] (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/regression_design_facret_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:52 [INFO] (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Updating signal depth 30 / 45 (prod: 17568 ) 2024-08-23 14:21:52 [INFO] (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Found [391] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:21:52 [INFO] Found [334] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:21:53 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/regression_model_facretw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:53 [INFO] Writing [6] [/signal/signal08/prod/2024/0821/regression_model_facretd_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:54 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/size_rollup_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:54 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/country_rollup_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:54 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/industry_rollup_20240821_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:54 [INFO] (prod: 17568 ) 2024-08-23 14:21:54 [INFO] Updating signal depth 32 / 45 (prod: 17568 ) 2024-08-23 14:21:54 [INFO] (prod: 17568 ) 2024-08-23 14:21:57 [INFO] Writing [9633] [/signal/signal00/prod/china_abh_frame_static_global.plz4]... (prod: 17568 ) 2024-08-23 14:21:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0821/specific_risk_empirical_facretw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:21:58 [INFO] (prod: 17568 ) 2024-08-23 14:21:58 [INFO] Updating signal depth 35 / 45 (prod: 17568 ) 2024-08-23 14:21:58 [INFO] (prod: 17568 ) 2024-08-23 14:22:05 [INFO] Writing [7] [/signal/signal08/prod/2024/0821/risk_model_facretw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:05 [INFO] (prod: 17568 ) 2024-08-23 14:22:05 [INFO] Updating signal depth 36 / 45 (prod: 17568 ) 2024-08-23 14:22:05 [INFO] (prod: 17568 ) 2024-08-23 14:22:06 [INFO] Writing [10] [/signal/signal08/prod/2024/0821/optimal_theme_weights_facretw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:06 [INFO] (prod: 17568 ) 2024-08-23 14:22:06 [INFO] Updating signal depth 38 / 45 (prod: 17568 ) 2024-08-23 14:22:06 [INFO] (prod: 17568 ) 2024-08-23 14:22:06 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/alpha_frame_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:07 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/country_alpha_scale_raw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:07 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/size_alpha_scale_raw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:07 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/industry_alpha_scale_raw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [10] [/signal/signal08/prod/2024/0821/trading_alpha_theme_exposure_bounds_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Updating signal depth 39 / 45 (prod: 17568 ) 2024-08-23 14:22:08 [INFO] (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/industry_alpha_scale_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/size_alpha_scale_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/country_alpha_scale_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Updating signal depth 40 / 45 (prod: 17568 ) 2024-08-23 14:22:08 [INFO] (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/industry_alpha_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/country_alpha_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [18864] [/signal/signal08/prod/2024/0821/size_alpha_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:08 [INFO] Writing [6335] [/signal/signal08/prod/2024/0821/cp_stock_selection_alpha_score_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0821/realized_category_alpha_scale_frame_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:09 [INFO] (prod: 17568 ) 2024-08-23 14:22:09 [INFO] Updating signal depth 41 / 45 (prod: 17568 ) 2024-08-23 14:22:09 [INFO] (prod: 17568 ) 2024-08-23 14:22:09 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/stock_selection_alpha_scale_raw_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:12 [INFO] Writing [75] [/signal/signal08/prod/2024/0821/category_alpha_scale_frame_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:12 [INFO] (prod: 17568 ) 2024-08-23 14:22:12 [INFO] Updating signal depth 42 / 45 (prod: 17568 ) 2024-08-23 14:22:12 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Writing [19600] [/signal/signal08/prod/2024/0821/category_alpha_scale_cisb_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Updating signal depth 43 / 45 (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Writing [1] [/signal/signal08/prod/2024/0821/stock_selection_alpha_scale_hybrid_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Updating signal depth 44 / 45 (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/stock_selection_alpha_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:13 [INFO] Updating signal depth 45 / 45 (prod: 17568 ) 2024-08-23 14:22:13 [INFO] (prod: 17568 ) 2024-08-23 14:22:14 [INFO] Writing [7466] [/signal/signal08/prod/2024/0821/alpha_20240821_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:22:16 [INFO] (prod: 17568 ) 2024-08-23 14:22:16 [INFO] Updating signal depth 0 / 45 (prod: 17568 ) 2024-08-23 14:22:16 [INFO] (prod: 17568 ) 2024-08-23 14:22:16 [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 '2024-07-18' AND '2024-08-22' AND a.retIndex > 0 (prod: 17568 ) 2024-08-23 14:22:21 [INFO] Writing [30155] [/signal/signal08/prod/2024/0822/share_holdings_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:22:39 [INFO] Writing [29846] [/signal/signal08/prod/2024/0822/returns_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:22:39 [INFO] (prod: 17568 ) 2024-08-23 14:22:39 [INFO] Updating signal depth 1 / 45 (prod: 17568 ) 2024-08-23 14:22:39 [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 ... ... ... ... ... ... ... 19510 @ASIAN131 BKK THB TH 0.000 0.000 19511 @THAIC32 BKK THB TH 0.000 0.000 19512 @NEOCO4 BKK THB TH 0.000 0.000 19513 @STONE205 BKK THB TH 0.000 0.000 19514 @MAGUR1 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 ... ... ... ... ... ... ... 19510 0.0 0.0 comm 5.0 5.0 10.000 19511 0.0 0.0 comm 5.0 5.0 10.000 19512 0.0 0.0 comm 5.0 5.0 10.000 19513 0.0 0.0 comm 5.0 5.0 10.000 19514 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 ... ... ... ... ... 19510 0.000500 0.000500 1.0 0.000500 19511 0.000500 0.000500 1.0 0.000500 19512 0.000500 0.000500 1.0 0.000500 19513 0.000500 0.000500 1.0 0.000500 19514 0.000500 0.000500 1.0 0.000500 [19515 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 \ 5090 @JIANG2 HKG HKD HK 0.77 0.77 5091 @ASMPA2 HKG HKD HK 0.77 0.77 5092 @YEEBO2 HKG HKD HK 0.77 0.77 5093 @ABCCO3 HKG HKD HK 0.77 0.77 5094 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5090 10.0 10.0 comm 2.0 2.0 25.54 5091 10.0 10.0 comm 2.0 2.0 25.54 5092 10.0 10.0 comm 2.0 2.0 25.54 5093 10.0 10.0 comm 2.0 2.0 25.54 5094 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5090 0.001277 0.001277 1.0 0.001277 5091 0.001277 0.001277 1.0 0.001277 5092 0.001277 0.001277 1.0 0.001277 5093 0.001277 0.001277 1.0 0.001277 5094 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7214 @EVERT2 TAI TWD TW 0.0 0.0 7215 @AGVPR1 TAI TWD TW 0.0 0.0 7216 @ABILI2 TAI TWD TW 0.0 0.0 7217 @ACCTO2 TAI TWD TW 0.0 0.0 7218 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7214 0.0 30.0 comm 2.75 2.75 35.5 7215 0.0 30.0 comm 2.75 2.75 35.5 7216 0.0 30.0 comm 2.75 2.75 35.5 7217 0.0 30.0 comm 2.75 2.75 35.5 7218 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7214 0.000275 0.003275 1.0 0.001775 7215 0.000275 0.003275 1.0 0.001775 7216 0.000275 0.003275 1.0 0.001775 7217 0.000275 0.003275 1.0 0.001775 7218 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8879 @INTIK1 IDX IDR ID 4.0 4.0 8880 @BUKIT1 IDX IDR ID 4.0 4.0 8881 @ADESA1 IDX IDR ID 4.0 4.0 8882 @PRASI1 IDX IDR ID 4.0 4.0 8883 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8879 0.3 10.3 comm 6.0 6.0 30.6 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 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8879 0.00103 0.00203 1.0 0.00153 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 --- 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 \ 10532 @ABANL1 NSE INR IN 0.0 0.0 10533 @AHMED1 NSE INR IN 0.0 0.0 10534 @AEGIS12 NSE INR IN 0.0 0.0 10535 @ALKYL1 NSE INR IN 0.0 0.0 10536 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10532 0.0 0.0 comm 5.0 5.0 10.0 10533 0.0 0.0 comm 5.0 5.0 10.0 10534 0.0 0.0 comm 5.0 5.0 10.0 10535 0.0 0.0 comm 5.0 5.0 10.0 10536 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10532 0.0005 0.0005 1.0 0.0005 10533 0.0005 0.0005 1.0 0.0005 10534 0.0005 0.0005 1.0 0.0005 10535 0.0005 0.0005 1.0 0.0005 10536 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12399 @RESTA2 NZE NZD NZ 0.0 0.0 12400 @SCOTT22 NZE NZD NZ 0.0 0.0 12401 @HALLE6 NZE NZD NZ 0.0 0.0 12402 @AMPNZ1 NZE NZD NZ 0.0 0.0 12403 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12399 0.0 0.0 3.0 3.0 6.0 12400 0.0 0.0 3.0 3.0 6.0 12401 0.0 0.0 3.0 3.0 6.0 12402 0.0 0.0 3.0 3.0 6.0 12403 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12399 0.0003 0.0003 1.0 0.0003 12400 0.0003 0.0003 1.0 0.0003 12401 0.0003 0.0003 1.0 0.0003 12402 0.0003 0.0003 1.0 0.0003 12403 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12476 @ACMAL1 SES SGD SG 4.0 4.0 12477 @ASIAF1 SES SGD SG 4.0 4.0 12478 @AMARA1 SES SGD SG 4.0 4.0 12479 @SINGA31 SES SGD SG 4.0 4.0 12480 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12476 0.0 0.0 comm 2.75 2.75 13.5 12477 0.0 0.0 comm 2.75 2.75 13.5 12478 0.0 0.0 comm 2.75 2.75 13.5 12479 0.0 0.0 comm 2.75 2.75 13.5 12480 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12476 0.000675 0.000675 1.0 0.000675 12477 0.000675 0.000675 1.0 0.000675 12478 0.000675 0.000675 1.0 0.000675 12479 0.000675 0.000675 1.0 0.000675 12480 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12740 @ACEBE1 KOS KRW KR 0.0 0.0 12741 @WONPU1 KOS KRW KR 0.0 0.0 12742 @EYEVI1 KOS KRW KR 0.0 0.0 12743 @PROCH4 KOS KRW KR 0.0 0.0 12744 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12740 0.0 30.0 comm 2.75 2.75 35.5 12741 0.0 30.0 comm 2.75 2.75 35.5 12742 0.0 30.0 comm 2.75 2.75 35.5 12743 0.0 30.0 comm 2.75 2.75 35.5 12744 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12740 0.000275 0.003275 1.0 0.001775 12741 0.000275 0.003275 1.0 0.001775 12742 0.000275 0.003275 1.0 0.001775 12743 0.000275 0.003275 1.0 0.001775 12744 0.000275 0.003275 1.0 0.001775 (prod: 17568 ) 2024-08-23 14:22:40 [INFO] Writing [19515] [/signal/signal08/prod/2024/0822/tcost_linear_cost_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:22:42 [INFO] Writing [46282] [/signal/signal08/prod/2024/0822/shares_outstanding_latest_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:22:59 [INFO] Writing [31212] [/signal/signal08/prod/2024/0822/fiscal_meta_frame_20240822_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14999 @ASIAS3 TKS JPY JP 0.0 0.0 15000 @KAKIY1 TKS JPY JP 0.0 0.0 15001 @AGROK3 TKS JPY JP 0.0 0.0 15002 @AICAK1 TKS JPY JP 0.0 0.0 15003 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14999 0.0 0.0 comm 1.25 1.25 2.5 15000 0.0 0.0 comm 1.25 1.25 2.5 15001 0.0 0.0 comm 1.25 1.25 2.5 15002 0.0 0.0 comm 1.25 1.25 2.5 15003 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14999 0.000125 0.000125 1.0 0.000125 15000 0.000125 0.000125 1.0 0.000125 15001 0.000125 0.000125 1.0 0.000125 15002 0.000125 0.000125 1.0 0.000125 15003 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18288 @AFFIN8 KLS MYR MY 3.0 3.0 18289 @AJINO4 KLS MYR MY 3.0 3.0 18290 @AJIYA1 KLS MYR MY 3.0 3.0 18291 @KOBAY2 KLS MYR MY 3.0 3.0 18292 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18288 10.0 10.0 comm 5.0 5.0 36.0 18289 10.0 10.0 comm 5.0 5.0 36.0 18290 10.0 10.0 comm 5.0 5.0 36.0 18291 10.0 10.0 comm 5.0 5.0 36.0 18292 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18288 0.0018 0.0018 1.0 0.0018 18289 0.0018 0.0018 1.0 0.0018 18290 0.0018 0.0018 1.0 0.0018 18291 0.0018 0.0018 1.0 0.0018 18292 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18887 @AIKAC2 BKK THB TH 0.0 0.0 18888 @ALUCO1 BKK THB TH 0.0 0.0 18889 @AMARI4 BKK THB TH 0.0 0.0 18890 @AMARI6 BKK THB TH 0.0 0.0 18891 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18887 0.0 0.0 comm 5.0 5.0 10.0 18888 0.0 0.0 comm 5.0 5.0 10.0 18889 0.0 0.0 comm 5.0 5.0 10.0 18890 0.0 0.0 comm 5.0 5.0 10.0 18891 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18887 0.0005 0.0005 1.0 0.0005 18888 0.0005 0.0005 1.0 0.0005 18889 0.0005 0.0005 1.0 0.0005 18890 0.0005 0.0005 1.0 0.0005 18891 0.0005 0.0005 1.0 0.0005 --- (prod: 17568 ) 2024-08-23 14:23:00 [INFO] (prod: 17568 ) 2024-08-23 14:23:00 [INFO] Updating signal depth 2 / 45 (prod: 17568 ) 2024-08-23 14:23:00 [INFO] (prod: 17568 ) 2024-08-23 14:23:00 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-22' AND '2024-08-22' AND a.priceClose IS NOT NULL (prod: 17568 ) 2024-08-23 14:23:01 [INFO] Writing [157] [/signal/signal08/prod/2024/0822/fx_returns_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:03 [INFO] Writing [29102] [/signal/signal08/prod/2024/0822/price_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:19 [INFO] Writing [30663] [/signal/signal08/prod/2024/0822/total_return_volatility_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:20 [INFO] (prod: 17568 ) 2024-08-23 14:23:20 [INFO] Updating signal depth 3 / 45 (prod: 17568 ) 2024-08-23 14:23:20 [INFO] (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_deposits_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_deposits_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_loans_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_deposits_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_gross_loans_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_gross_loans_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_loans_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_gross_loans_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cashflow_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cashflow_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_capital_expenditure_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_capital_expenditure_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_loans_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_revenue_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_loan_loss_allowance_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_revenue_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:23:59 [INFO] Writing [29850] [/signal/signal08/prod/2024/0822/auxiliary_returns_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:00 [INFO] Writing [29111] [/signal/signal08/prod/2024/0822/parkinson_volatility_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_income_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_equity_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cashflow_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_equity_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_bs_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_income_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_assets_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_equity_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_assets_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:24:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_assets_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_bs_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_bs_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_loan_loss_allowance_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_loan_loss_allowance_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_capital_expenditure_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_income_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:21 [INFO] Writing [30051] [/signal/signal08/prod/2024/0822/adv_usdm_60D_median_dxy_adj_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_revenue_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_is_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:33 [INFO] Writing [32231] [/signal/signal08/prod/2024/0822/price_frame_latest_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ebitda_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_inventory_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_inventory_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_st_borrowings_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ebitda_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_curr_lt_debts_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:25:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_non_performing_loans_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_st_borrowings_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_non_performing_loans_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_non_performing_loans_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_curr_lt_debts_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_insu_reserves_cf_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_insu_reserves_cf_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_is_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_insu_reserves_cf_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_curr_lt_debts_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_is_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_st_borrowings_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_effective_taxrate_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_effective_taxrate_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_inventory_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_net_income_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_effective_taxrate_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_cash_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_is_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_is_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_net_income_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:26:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_mnty_is_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_net_income_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sgna_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_cf_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sgna_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_cf_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_amtz_dpac_cf_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_cash_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ebitda_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_cash_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sgna_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:44 [INFO] (prod: 17568 ) 2024-08-23 14:27:44 [INFO] Updating signal depth 4 / 45 (prod: 17568 ) 2024-08-23 14:27:44 [INFO] (prod: 17568 ) 2024-08-23 14:27:45 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:27:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_bank_income_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:27:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:27:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_bank_income_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:27:54 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:28:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_interest_expense_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:20 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_payables_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adv_expense_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_interest_expense_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_rnd_expense_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_rnd_expense_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_bank_income_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adv_expense_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:28:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_interest_expense_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_rnd_expense_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_receivables_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_payables_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_receivables_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adv_expense_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_receivables_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_payables_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:46 [INFO] (prod: 17568 ) 2024-08-23 14:29:46 [INFO] Updating signal depth 5 / 45 (prod: 17568 ) 2024-08-23 14:29:46 [INFO] (prod: 17568 ) 2024-08-23 14:29:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_income_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_income_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_income_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:29:57 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:30:01 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:30:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:30:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_gross_profit_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:30:20 [INFO] Writing [11402] [/signal/signal08/prod/2024/0822/trading_bcost_multiplier_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:30:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_gross_profit_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:30:33 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:30:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_common_equity_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_dna_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_assets_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_common_equity_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:15 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_assets_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:22 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_gross_profit_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_assets_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_is_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_bs_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_is_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_is_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_common_equity_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_bs_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_minority_bs_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:31:52 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:32:02 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:32:02 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_dna_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:32:10 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:32:16 [INFO] Writing [46146] [/signal/signal08/prod/2024/0822/consensus_frame_bps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:32:17 [INFO] Writing [65823] [/signal/signal08/prod/2024/0822/consensus_frame_eps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:32:20 [INFO] Writing [34702] [/signal/signal08/prod/2024/0822/consensus_frame_cps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:32:33 [INFO] Writing [12934] [/signal/signal08/prod/2024/0822/consensus_frame_tps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:32:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_dna_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:33:05 [INFO] Writing [54364] [/signal/signal08/prod/2024/0822/consensus_frame_dps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:33:10 [INFO] Writing [31154] [/signal/signal08/prod/2024/0822/fiscal_total_assets_frame_current_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:33:16 [INFO] Writing [30649] [/signal/signal08/prod/2024/0822/bp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:33:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_debt_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:33:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_debt_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_total_debt_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:03 [INFO] (prod: 17568 ) 2024-08-23 14:34:03 [INFO] Updating signal depth 6 / 45 (prod: 17568 ) 2024-08-23 14:34:03 [INFO] (prod: 17568 ) 2024-08-23 14:34:04 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:34:06 [INFO] Writing [43664] [/signal/signal08/prod/2024/0822/earnings_frame_bvl_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:07 [INFO] Writing [142775] [/signal/signal08/prod/2024/0822/earnings_frame_cfo_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adj_cfo_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_working_capital_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_working_capital_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sales_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:37 [INFO] Writing [15854] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_eps_4W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:47 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:34:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adj_cfo_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:34:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_net_working_capital_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:02 [INFO] Writing [15612] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_eps_13W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sales_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_sales_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:07 [INFO] Writing [12878] [/signal/signal08/prod/2024/0822/tpp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_adj_cfo_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:18 [INFO] Writing [71432] [/signal/signal08/prod/2024/0822/estchg_frame_tps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:35:36 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:35:55 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:36:16 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:36:16 [INFO] Writing [200076] [/signal/signal08/prod/2024/0822/estchg_frame_dps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:18 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 17568 ) 2024-08-23 14:36:18 [INFO] Writing [19247] [/signal/signal08/prod/2024/0822/univwt_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:36:39 [INFO] Writing [138504] [/signal/signal08/prod/2024/0822/estchg_frame_bps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:40 [INFO] Writing [83626] [/signal/signal08/prod/2024/0822/estchg_frame_cps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:43 [INFO] Writing [303212] [/signal/signal08/prod/2024/0822/estchg_frame_eps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:44 [INFO] (prod: 17568 ) 2024-08-23 14:36:44 [INFO] Updating signal depth 7 / 45 (prod: 17568 ) 2024-08-23 14:36:44 [INFO] (prod: 17568 ) 2024-08-23 14:36:45 [INFO] Writing [11851] [/signal/signal08/prod/2024/0822/revision_frame_tps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:45 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:36:46 [INFO] Writing [10803] [/signal/signal08/prod/2024/0822/revision_frame_bps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:46 [INFO] Writing [8363] [/signal/signal08/prod/2024/0822/revision_frame_cps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ppi_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:47 [INFO] Writing [15336] [/signal/signal08/prod/2024/0822/revision_frame_eps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:36:48 [INFO] Writing [13098] [/signal/signal08/prod/2024/0822/revision_frame_dps_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:50 [INFO] Writing [150995] [/signal/signal08/prod/2024/0822/earnings_frame_net_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ppi_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:51 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:36:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noplat_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noplat_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:53 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:36:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_equity_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_equity_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:36:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_ppi_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noplat_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fcf_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fcf_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:16 [INFO] Writing [30630] [/signal/signal08/prod/2024/0822/extended_mktcap_usdm_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fin_adj_equity_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_fcf_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:25 [INFO] (prod: 17568 ) 2024-08-23 14:37:25 [INFO] Updating signal depth 8 / 45 (prod: 17568 ) 2024-08-23 14:37:25 [INFO] (prod: 17568 ) 2024-08-23 14:37:25 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:37:28 [INFO] Writing [19263] [/signal/signal08/prod/2024/0822/tcost_model_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:29 [INFO] Writing [30742] [/signal/signal08/prod/2024/0822/fiscal_sales_frame_current_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:33 [INFO] Writing [142680] [/signal/signal08/prod/2024/0822/earnings_frame_adj_cfo_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:34 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:37:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:37:35 [INFO] Writing [1310] [/signal/signal08/prod/2024/0822/fncl_atp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:36 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:37:36 [INFO] Writing [20019] [/signal/signal08/prod/2024/0822/intp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:36 [INFO] Writing [949] [/signal/signal08/prod/2024/0822/bank_depp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cash_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:41 [INFO] Writing [30817] [/signal/signal08/prod/2024/0822/fiscal_year_fraction_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:45 [INFO] Writing [181373] [/signal/signal08/prod/2024/0822/earnings_frame_div_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cash_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:50 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:37:50 [INFO] Writing [49235] [/signal/signal08/prod/2024/0822/consensus_frame_nav_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_operating_cash_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:54 [INFO] (prod: 17568 ) 2024-08-23 14:37:54 [INFO] Updating signal depth 9 / 45 (prod: 17568 ) 2024-08-23 14:37:54 [INFO] (prod: 17568 ) 2024-08-23 14:37:55 [INFO] Writing [7271] [/signal/signal08/prod/2024/0822/revision_score_frame_dps_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:37:55 [INFO] Writing [115680] [/signal/signal08/prod/2024/0822/earnings_frame_adj_cfo_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:55 [INFO] Writing [125044] [/signal/signal08/prod/2024/0822/earnings_frame_net_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:55 [INFO] Writing [115746] [/signal/signal08/prod/2024/0822/earnings_frame_cfo_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:55 [INFO] Writing [32128] [/signal/signal08/prod/2024/0822/earnings_frame_bvl_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [152986] [/signal/signal08/prod/2024/0822/earnings_frame_div_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [4240] [/signal/signal08/prod/2024/0822/revision_score_frame_cps_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [5826] [/signal/signal08/prod/2024/0822/revision_score_frame_bps_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [8137] [/signal/signal08/prod/2024/0822/revision_score_frame_eps_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [45368] [/signal/signal08/prod/2024/0822/earnings_frame_nav_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:37:56 [INFO] Writing [5171] [/signal/signal08/prod/2024/0822/revision_score_frame_tps_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:38:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:38:02 [INFO] Writing [1299] [/signal/signal08/prod/2024/0822/fncl_ppip_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:38:10 [INFO] Writing [19632] [/signal/signal08/prod/2024/0822/fcfmom_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:02 [INFO] Writing [130778] [/signal/signal08/prod/2024/0822/estchg_frame_nav_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:03 [INFO] (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Updating signal depth 10 / 45 (prod: 17568 ) 2024-08-23 14:39:03 [INFO] (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Writing [33468] [/signal/signal08/prod/2024/0822/earnings_frame_nav_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Writing [8761] [/signal/signal08/prod/2024/0822/blended_earnings_frame_cfo_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Writing [8733] [/signal/signal08/prod/2024/0822/blended_earnings_frame_adj_cfo_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Writing [15616] [/signal/signal08/prod/2024/0822/blended_earnings_frame_net_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:03 [INFO] Writing [13729] [/signal/signal08/prod/2024/0822/blended_earnings_frame_div_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:04 [INFO] Writing [10948] [/signal/signal08/prod/2024/0822/revision_frame_nav_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:10 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:39:11 [INFO] Writing [22246] [/signal/signal08/prod/2024/0822/consensus_frame_opr_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_excess_cash_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:12 [INFO] Writing [11444] [/signal/signal08/prod/2024/0822/blended_earnings_frame_bvl_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:13 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_excess_cash_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_excess_cash_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:34 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:39:34 [INFO] Writing [62006] [/signal/signal08/prod/2024/0822/consensus_frame_pre_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:39 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:39:39 [INFO] Writing [67274] [/signal/signal08/prod/2024/0822/consensus_frame_sal_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:40 [INFO] Writing [53266] [/signal/signal08/prod/2024/0822/consensus_frame_ebt_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:43 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:39:43 [INFO] Writing [55548] [/signal/signal08/prod/2024/0822/consensus_frame_eda_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:43 [INFO] (prod: 17568 ) 2024-08-23 14:39:43 [INFO] Updating signal depth 11 / 45 (prod: 17568 ) 2024-08-23 14:39:43 [INFO] (prod: 17568 ) 2024-08-23 14:39:44 [INFO] Writing [15616] [/signal/signal08/prod/2024/0822/nip_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:45 [INFO] Writing [29846] [/signal/signal08/prod/2024/0822/logretw_reversal_4W_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:45 [INFO] Writing [19247] [/signal/signal08/prod/2024/0822/trading_default_pb_cost_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:39:46 [INFO] Writing [29837] [/signal/signal08/prod/2024/0822/logretd_reversal_5D_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:39:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:39:50 [INFO] Writing [15371] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_pre_4W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:50 [INFO] Writing [170231] [/signal/signal08/prod/2024/0822/earnings_frame_sal_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:50 [INFO] Writing [136881] [/signal/signal08/prod/2024/0822/earnings_frame_eda_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:51 [INFO] Writing [11444] [/signal/signal08/prod/2024/0822/forward_bp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:56 [INFO] Writing [15099] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_pre_13W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:57 [INFO] Writing [8749] [/signal/signal08/prod/2024/0822/cfp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:58 [INFO] Writing [5279] [/signal/signal08/prod/2024/0822/revision_score_frame_nav_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:39:58 [INFO] Writing [13729] [/signal/signal08/prod/2024/0822/dp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:39:58 [INFO] Writing [11799] [/signal/signal08/prod/2024/0822/blended_earnings_frame_nav_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:40:04 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:40:11 [INFO] Writing [166990] [/signal/signal08/prod/2024/0822/earnings_frame_pre_unweighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:32 [INFO] Writing [232696] [/signal/signal08/prod/2024/0822/estchg_frame_ebt_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:34 [INFO] Writing [252350] [/signal/signal08/prod/2024/0822/estchg_frame_pre_20240822_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.225211 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.997446 ... 0.18 0.01000 3 @AAEON2 0.500656 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19242 @ZYLOT2 0.000000 ... 1.00 0.00350 19243 @ZYLOX1 0.000000 ... 0.98 0.00375 19244 @ZYNPC1 0.000000 ... 0.11 0.00775 19245 @ZYXEL1 0.947112 ... 0.05 0.00475 19246 @ZZNOD1 0.000000 ... 1.00 0.00375 [19247 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.225211 ... 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 ... ... ... ... ... ... 19242 @TURNE4 0.000000 ... 0.004 0.092500 19243 @VECTO6 0.000000 ... 0.004 0.036675 19244 @VISTA20 0.000000 ... 0.004 0.092500 19245 @WAREH5 0.000000 ... 0.004 0.092500 19246 @WELLI12 0.000000 ... 0.004 0.092500 [19247 rows x 10 columns] (prod: 17568 ) 2024-08-23 14:41:35 [INFO] (prod: 17568 ) 2024-08-23 14:41:35 [INFO] Updating signal depth 12 / 45 (prod: 17568 ) 2024-08-23 14:41:35 [INFO] (prod: 17568 ) 2024-08-23 14:41:38 [INFO] Writing [11378] [/signal/signal08/prod/2024/0822/revision_frame_ebt_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:38 [INFO] Writing [14734] [/signal/signal08/prod/2024/0822/revision_frame_pre_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noa_frame_A_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:42 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noa_frame_S_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:42 [INFO] Writing [112503] [/signal/signal08/prod/2024/0822/earnings_frame_eda_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:42 [INFO] Writing [142044] [/signal/signal08/prod/2024/0822/earnings_frame_sal_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:42 [INFO] Writing [138841] [/signal/signal08/prod/2024/0822/earnings_frame_pre_weighted_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:43 [INFO] Writing [11799] [/signal/signal08/prod/2024/0822/forward_navp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:45 [INFO] Writing [22207] [/signal/signal08/prod/2024/0822/trading_bcost_backfilled_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:41:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:41:48 [INFO] Writing [27937] [/signal/signal08/prod/2024/0822/ev_usdm_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/fiscal_noa_frame_Q_delta_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:51 [INFO] (prod: 17568 ) 2024-08-23 14:41:51 [INFO] Updating signal depth 13 / 45 (prod: 17568 ) 2024-08-23 14:41:51 [INFO] (prod: 17568 ) 2024-08-23 14:41:51 [INFO] Writing [7981] [/signal/signal08/prod/2024/0822/revision_score_frame_pre_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:41:52 [INFO] Writing [19247] [/signal/signal08/prod/2024/0822/trading_position_bounds_frame_20240822_strat_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:41:52 [INFO] Writing [15306] [/signal/signal08/prod/2024/0822/blended_earnings_frame_pre_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:53 [INFO] Writing [8506] [/signal/signal08/prod/2024/0822/cfoev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:53 [INFO] Writing [12254] [/signal/signal08/prod/2024/0822/blended_earnings_frame_eda_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:58 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:41:58 [INFO] Writing [14559] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_sal_4W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:59 [INFO] Writing [25221] [/signal/signal08/prod/2024/0822/fcfev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:41:59 [INFO] Writing [11022] [/signal/signal08/prod/2024/0822/salgev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:05 [INFO] Writing [8469] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_cps_13W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:07 [INFO] Writing [27595] [/signal/signal08/prod/2024/0822/trailing_ebitdaev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:12 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:42:13 [INFO] Writing [14327] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_sal_13W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:13 [INFO] Writing [26883] [/signal/signal08/prod/2024/0822/gpev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:18 [INFO] Writing [8604] [/signal/signal08/prod/2024/0822/consensus_ratio_frame_cps_4W_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:23 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:42:24 [INFO] Writing [23719] [/signal/signal08/prod/2024/0822/normeev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:25 [INFO] Writing [11396] [/signal/signal08/prod/2024/0822/pregp_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:25 [INFO] Writing [15707] [/signal/signal08/prod/2024/0822/blended_earnings_frame_sal_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:42:25 [INFO] Writing [4544] [/signal/signal08/prod/2024/0822/revision_score_frame_ebt_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:43:11 [INFO] Writing [50145] [/signal/signal08/prod/2024/0822/estchg_frame_opr_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:43:37 [INFO] Writing [229593] [/signal/signal08/prod/2024/0822/estchg_frame_eda_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:03 [INFO] Writing [277226] [/signal/signal08/prod/2024/0822/estchg_frame_sal_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:04 [INFO] (prod: 17568 ) 2024-08-23 14:44:04 [INFO] Updating signal depth 14 / 45 (prod: 17568 ) 2024-08-23 14:44:04 [INFO] (prod: 17568 ) 2024-08-23 14:44:04 [INFO] Writing [5936] [/signal/signal08/prod/2024/0822/revision_frame_opr_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:05 [INFO] Writing [11767] [/signal/signal08/prod/2024/0822/ebitdaev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:05 [INFO] Writing [14500] [/signal/signal08/prod/2024/0822/sev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:05 [INFO] Writing [15281] [/signal/signal08/prod/2024/0822/ep_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/regression_design_mcisb_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:07 [INFO] Writing [5385] [/signal/signal08/prod/2024/0822/composite_cratio_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:07 [INFO] Writing [14005] [/signal/signal08/prod/2024/0822/revision_frame_sal_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:07 [INFO] Writing [11490] [/signal/signal08/prod/2024/0822/revision_frame_eda_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:08 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:44:08 [INFO] Writing [27916] [/signal/signal08/prod/2024/0822/noaev_frame_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:09 [INFO] (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Updating signal depth 15 / 45 (prod: 17568 ) 2024-08-23 14:44:09 [INFO] (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Writing [5536] [/signal/signal08/prod/2024/0822/revision_score_frame_eda_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Writing [7715] [/signal/signal08/prod/2024/0822/revision_score_frame_sal_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Found [272] outliers in [4624] observations (prod: 17568 ) 2024-08-23 14:44:09 [INFO] Found [359] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/forward_bp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/logretw_reversal_4W_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Found [443] outliers in [7390] observations (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Found [318] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:44:10 [INFO] Writing [5140] [/signal/signal08/prod/2024/0822/revision_score_frame_opr_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/bp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/logretd_reversal_5D_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/rollup_weights_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Found [245] outliers in [4352] observations (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Found [17] outliers in [209] observations (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/bank_depp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/tpp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:11 [INFO] Found [382] outliers in [6206] observations (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Found [304] outliers in [5024] observations (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/intp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Found [230] outliers in [4719] observations (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/fcfmom_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Found [195] outliers in [3489] observations (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/dp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:12 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Found [14] outliers in [264] observations (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/fncl_atp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/cfp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Found [13] outliers in [268] observations (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/fncl_ppip_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Found [1008] outliers in [18770] observations (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:13 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Found [269] outliers in [5093] observations (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Found [259] outliers in [4239] observations (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/resretw_regression_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/nip_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/forward_navp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Updating signal depth 16 / 45 (prod: 17568 ) 2024-08-23 14:44:14 [INFO] (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/cfp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/fcfmom_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/logretd_reversal_5D_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/nip_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/dp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [19] [/signal/signal08/prod/2024/0822/fncl_atp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/bp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:14 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Found [173] outliers in [3490] observations (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Found [221] outliers in [4223] observations (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/cfoev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Found [379] outliers in [7038] observations (prod: 17568 ) 2024-08-23 14:44:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/salgev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/trailing_ebitdaev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/intp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Found [432] outliers in [6915] observations (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Found [227] outliers in [4459] observations (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Found [359] outliers in [6549] observations (prod: 17568 ) 2024-08-23 14:44:16 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/gpev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/pregp_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/forward_navp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/logretw_reversal_4W_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/normeev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Found [391] outliers in [6637] observations (prod: 17568 ) 2024-08-23 14:44:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/fcfev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:22 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:44:22 [INFO] Writing [11838] [/signal/signal08/prod/2024/0821/consensus_frame_rec_20240821_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:32 [INFO] Writing [35644] [/signal/signal08/prod/2024/0822/estchg_frame_rec_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:32 [INFO] Writing [9883] [/signal/signal08/prod/2024/0822/revision_frame_rec_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 14:44:32 [INFO] Writing [4931] [/signal/signal08/prod/2024/0822/revision_score_frame_rec_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:32 [INFO] Writing [8371] [/signal/signal08/prod/2024/0822/revision_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:32 [INFO] (prod: 17568 ) 2024-08-23 14:44:32 [INFO] Updating signal depth 17 / 45 (prod: 17568 ) 2024-08-23 14:44:32 [INFO] (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Writing [3489] [/signal/signal08/prod/2024/0822/cfp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Found [220] outliers in [4216] observations (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Found [314] outliers in [5384] observations (prod: 17568 ) 2024-08-23 14:44:33 [INFO] Found [266] outliers in [5125] observations (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/composite_cratio_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/ebitdaev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/normeev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/ep_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [8727] [/signal/signal08/prod/2024/0822/wtd_revision_frame_13W_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/logretd_reversal_5D_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/trailing_ebitdaev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/fcfev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:34 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Found [396] outliers in [7062] observations (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/noaev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [4624] [/signal/signal08/prod/2024/0822/forward_bp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [264] [/signal/signal08/prod/2024/0822/fncl_atp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/pregp_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [4239] [/signal/signal08/prod/2024/0822/forward_navp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:35 [INFO] Writing [4352] [/signal/signal08/prod/2024/0822/tpp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:36 [INFO] Writing [5093] [/signal/signal08/prod/2024/0822/nip_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:36 [INFO] Writing [7390] [/signal/signal08/prod/2024/0822/bp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/logretw_reversal_4W_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:37 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/gpev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Writing [19] [/signal/signal08/prod/2024/0822/fncl_atp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Writing [268] [/signal/signal08/prod/2024/0822/fncl_ppip_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Writing [209] [/signal/signal08/prod/2024/0822/bank_depp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/cfp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:38 [INFO] Found [291] outliers in [5035] observations (prod: 17568 ) 2024-08-23 14:44:39 [INFO] Writing [4719] [/signal/signal08/prod/2024/0822/dp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/sev_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:40 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/bp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:40 [INFO] Writing [5024] [/signal/signal08/prod/2024/0822/fcfmom_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:42 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/nip_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:42 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/logretw_reversal_4W_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:42 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/cfoev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:42 [INFO] Writing [6206] [/signal/signal08/prod/2024/0822/intp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/dp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:43 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/logretd_reversal_5D_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/fcfmom_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:45 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/intp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:45 [INFO] (prod: 17568 ) 2024-08-23 14:44:45 [INFO] Updating signal depth 18 / 45 (prod: 17568 ) 2024-08-23 14:44:45 [INFO] (prod: 17568 ) 2024-08-23 14:44:45 [INFO] Writing [6549] [/signal/signal08/prod/2024/0822/normeev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:45 [INFO] Writing [7229] [/signal/signal08/prod/2024/0822/fmom_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:46 [INFO] Writing [6915] [/signal/signal08/prod/2024/0822/gpev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:46 [INFO] Writing [72] [/signal/signal08/prod/2024/0822/sev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:46 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/ebitdaev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:46 [INFO] Writing [18770] [/signal/signal08/prod/2024/0822/resretw_reversal_4W_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:47 [INFO] Writing [7038] [/signal/signal08/prod/2024/0822/trailing_ebitdaev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:47 [INFO] Writing [3490] [/signal/signal08/prod/2024/0822/cfoev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:47 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/composite_cratio_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:47 [INFO] Writing [6637] [/signal/signal08/prod/2024/0822/fcfev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/noaev_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:49 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/normeev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:49 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/ep_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:50 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/gpev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:50 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/trailing_ebitdaev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:50 [INFO] Writing [4223] [/signal/signal08/prod/2024/0822/salgev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:50 [INFO] Writing [4459] [/signal/signal08/prod/2024/0822/pregp_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:51 [INFO] Writing [71] [/signal/signal08/prod/2024/0822/cfoev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:52 [INFO] Writing [29634] [/signal/signal08/prod/2024/0822/linked_rev_pct_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:53 [INFO] Writing [29634] [/signal/signal08/prod/2024/0822/linked_rev_ud_frame_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:53 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/fcfev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/pregp_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:54 [INFO] (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Updating signal depth 19 / 45 (prod: 17568 ) 2024-08-23 14:44:54 [INFO] (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Found [353] outliers in [5241] observations (prod: 17568 ) 2024-08-23 14:44:54 [INFO] Found [349] outliers in [5242] observations (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/rev_ud_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/rev_pct_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [5384] [/signal/signal08/prod/2024/0822/composite_cratio_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [5035] [/signal/signal08/prod/2024/0822/sev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [4216] [/signal/signal08/prod/2024/0822/ebitdaev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:55 [INFO] Writing [7062] [/signal/signal08/prod/2024/0822/noaev_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:58 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/ebitdaev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:58 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/noaev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:58 [INFO] Writing [5125] [/signal/signal08/prod/2024/0822/ep_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:58 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:44:59 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:44:59 [INFO] Found [386] outliers in [7229] observations (prod: 17568 ) 2024-08-23 14:44:59 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/fmom_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:44:59 [INFO] Writing [72] [/signal/signal08/prod/2024/0822/sev_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/ep_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/composite_cratio_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Updating signal depth 20 / 45 (prod: 17568 ) 2024-08-23 14:45:02 [INFO] (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/rev_pct_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [7458] [/signal/signal08/prod/2024/0822/value_liq_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [7458] [/signal/signal08/prod/2024/0822/value_gc_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/fmom_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/rev_ud_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [7456] [/signal/signal08/prod/2024/0822/quality_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Found [355] outliers in [5346] observations (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Writing [7358] [/signal/signal08/prod/2024/0822/stability_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:02 [INFO] Found [336] outliers in [5346] observations (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/wtd_rev_ud_13W_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/wtd_rev_pct_13W_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:03 [INFO] (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Updating signal depth 21 / 45 (prod: 17568 ) 2024-08-23 14:45:03 [INFO] (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/wtd_rev_pct_13W_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Writing [5242] [/signal/signal08/prod/2024/0822/rev_ud_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:03 [INFO] Found [426] outliers in [7456] observations (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Found [426] outliers in [7358] observations (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Found [354] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/stability_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/quality_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/wtd_rev_ud_13W_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/resretw_reversal_4W_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:04 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:05 [INFO] Found [457] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:45:05 [INFO] Found [356] outliers in [6057] observations (prod: 17568 ) 2024-08-23 14:45:05 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/value_liq_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:05 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/linked_rev_pct_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:06 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:06 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:06 [INFO] Found [375] outliers in [6072] observations (prod: 17568 ) 2024-08-23 14:45:06 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/linked_rev_ud_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Found [434] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/value_gc_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Writing [7229] [/signal/signal08/prod/2024/0822/fmom_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:07 [INFO] Writing [5241] [/signal/signal08/prod/2024/0822/rev_pct_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:08 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/rev_ud_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/fmom_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/rev_pct_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Updating signal depth 22 / 45 (prod: 17568 ) 2024-08-23 14:45:09 [INFO] (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/resretw_reversal_4W_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/value_gc_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linked_rev_ud_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/value_liq_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [5346] [/signal/signal08/prod/2024/0822/wtd_rev_ud_13W_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/quality_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/stability_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:09 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linked_rev_pct_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:10 [INFO] Writing [5346] [/signal/signal08/prod/2024/0822/wtd_rev_pct_13W_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/wtd_rev_ud_13W_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/wtd_rev_pct_13W_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:12 [INFO] (prod: 17568 ) 2024-08-23 14:45:12 [INFO] Updating signal depth 23 / 45 (prod: 17568 ) 2024-08-23 14:45:12 [INFO] (prod: 17568 ) 2024-08-23 14:45:12 [INFO] Writing [7458] [/signal/signal08/prod/2024/0822/value_liq_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:12 [INFO] Writing [6072] [/signal/signal08/prod/2024/0822/linked_rev_ud_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/value_gc_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/stability_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linked_rev_ud_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [7458] [/signal/signal08/prod/2024/0822/value_gc_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linked_rev_pct_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [5466] [/signal/signal08/prod/2024/0822/revision_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [6057] [/signal/signal08/prod/2024/0822/linked_rev_pct_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [7456] [/signal/signal08/prod/2024/0822/quality_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [7358] [/signal/signal08/prod/2024/0822/stability_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:16 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/resretw_reversal_4W_score_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/quality_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/resretw_reversal_4W_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/value_liq_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Updating signal depth 24 / 45 (prod: 17568 ) 2024-08-23 14:45:20 [INFO] (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/reversal_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [6176] [/signal/signal08/prod/2024/0822/linkage_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [7408] [/signal/signal08/prod/2024/0822/momentum_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Writing [7317] [/signal/signal08/prod/2024/0822/neglect_composite_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:20 [INFO] Found [343] outliers in [5466] observations (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/revision_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:21 [INFO] (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Updating signal depth 25 / 45 (prod: 17568 ) 2024-08-23 14:45:21 [INFO] (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Found [469] outliers in [7408] observations (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Found [329] outliers in [6176] observations (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Found [424] outliers in [7317] observations (prod: 17568 ) 2024-08-23 14:45:21 [INFO] Found [268] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/linkage_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/momentum_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/neglect_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/reversal_neut_model_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/revision_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Updating signal depth 26 / 45 (prod: 17568 ) 2024-08-23 14:45:22 [INFO] (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/reversal_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/momentum_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [5466] [/signal/signal08/prod/2024/0822/revision_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linkage_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:22 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/neglect_rollup_level_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:24 [INFO] Writing [73] [/signal/signal08/prod/2024/0822/revision_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:24 [INFO] (prod: 17568 ) 2024-08-23 14:45:24 [INFO] Updating signal depth 27 / 45 (prod: 17568 ) 2024-08-23 14:45:24 [INFO] (prod: 17568 ) 2024-08-23 14:45:25 [INFO] Writing [7317] [/signal/signal08/prod/2024/0822/neglect_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:25 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/reversal_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:25 [INFO] Writing [6176] [/signal/signal08/prod/2024/0822/linkage_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:25 [INFO] Writing [7408] [/signal/signal08/prod/2024/0822/momentum_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/neglect_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/linkage_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/reversal_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:28 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/momentum_rollup_tss_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:28 [INFO] (prod: 17568 ) 2024-08-23 14:45:28 [INFO] Updating signal depth 28 / 45 (prod: 17568 ) 2024-08-23 14:45:28 [INFO] (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/alpha_theme_frame_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:29 [INFO] (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Updating signal depth 29 / 45 (prod: 17568 ) 2024-08-23 14:45:29 [INFO] (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/regression_design_facret_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:29 [INFO] (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Updating signal depth 30 / 45 (prod: 17568 ) 2024-08-23 14:45:29 [INFO] (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:29 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 14:45:30 [INFO] Found [410] outliers in [7458] observations (prod: 17568 ) 2024-08-23 14:45:30 [INFO] Found [334] outliers in [7466] observations (prod: 17568 ) 2024-08-23 14:45:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/regression_model_facretw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0822/regression_model_facretd_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:31 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/country_rollup_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:31 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/size_rollup_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:31 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/industry_rollup_20240822_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:31 [INFO] (prod: 17568 ) 2024-08-23 14:45:31 [INFO] Updating signal depth 32 / 45 (prod: 17568 ) 2024-08-23 14:45:31 [INFO] (prod: 17568 ) 2024-08-23 14:45:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0822/specific_risk_empirical_facretw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:35 [INFO] (prod: 17568 ) 2024-08-23 14:45:35 [INFO] Updating signal depth 35 / 45 (prod: 17568 ) 2024-08-23 14:45:35 [INFO] (prod: 17568 ) 2024-08-23 14:45:42 [INFO] Writing [7] [/signal/signal08/prod/2024/0822/risk_model_facretw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:42 [INFO] (prod: 17568 ) 2024-08-23 14:45:42 [INFO] Updating signal depth 36 / 45 (prod: 17568 ) 2024-08-23 14:45:42 [INFO] (prod: 17568 ) 2024-08-23 14:45:44 [INFO] Writing [10] [/signal/signal08/prod/2024/0822/optimal_theme_weights_facretw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:44 [INFO] (prod: 17568 ) 2024-08-23 14:45:44 [INFO] Updating signal depth 38 / 45 (prod: 17568 ) 2024-08-23 14:45:44 [INFO] (prod: 17568 ) 2024-08-23 14:45:44 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/alpha_frame_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/size_alpha_scale_raw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/country_alpha_scale_raw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/industry_alpha_scale_raw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [10] [/signal/signal08/prod/2024/0822/trading_alpha_theme_exposure_bounds_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Updating signal depth 39 / 45 (prod: 17568 ) 2024-08-23 14:45:45 [INFO] (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/industry_alpha_scale_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/size_alpha_scale_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/country_alpha_scale_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Updating signal depth 40 / 45 (prod: 17568 ) 2024-08-23 14:45:45 [INFO] (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/industry_alpha_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/country_alpha_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:45 [INFO] Writing [18864] [/signal/signal08/prod/2024/0822/size_alpha_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:46 [INFO] Writing [6339] [/signal/signal08/prod/2024/0822/cp_stock_selection_alpha_score_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:46 [INFO] Writing [74] [/signal/signal08/prod/2024/0822/realized_category_alpha_scale_frame_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:47 [INFO] (prod: 17568 ) 2024-08-23 14:45:47 [INFO] Updating signal depth 41 / 45 (prod: 17568 ) 2024-08-23 14:45:47 [INFO] (prod: 17568 ) 2024-08-23 14:45:47 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/stock_selection_alpha_scale_raw_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:49 [INFO] Writing [75] [/signal/signal08/prod/2024/0822/category_alpha_scale_frame_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:49 [INFO] (prod: 17568 ) 2024-08-23 14:45:49 [INFO] Updating signal depth 42 / 45 (prod: 17568 ) 2024-08-23 14:45:49 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Writing [19600] [/signal/signal08/prod/2024/0822/category_alpha_scale_cisb_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Updating signal depth 43 / 45 (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Writing [1] [/signal/signal08/prod/2024/0822/stock_selection_alpha_scale_hybrid_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Updating signal depth 44 / 45 (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/stock_selection_alpha_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Updating signal depth 45 / 45 (prod: 17568 ) 2024-08-23 14:45:50 [INFO] (prod: 17568 ) 2024-08-23 14:45:50 [INFO] Writing [7466] [/signal/signal08/prod/2024/0822/alpha_20240822_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 14:45:53 [INFO] (prod: 17568 ) 2024-08-23 14:45:53 [INFO] Updating signal depth 0 / 45 (prod: 17568 ) 2024-08-23 14:45:53 [INFO] (prod: 17568 ) 2024-08-23 14:45:53 [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 '2024-07-19' AND '2024-08-23' AND a.retIndex > 0 (prod: 17568 ) 2024-08-23 14:46:03 [INFO] Writing [30155] [/signal/signal08/prod/2024/0823/share_holdings_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:46:22 [INFO] Writing [29843] [/signal/signal08/prod/2024/0823/returns_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:46:22 [INFO] (prod: 17568 ) 2024-08-23 14:46:22 [INFO] Updating signal depth 1 / 45 (prod: 17568 ) 2024-08-23 14:46:22 [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 ... ... ... ... ... ... ... 19510 @ASIAN131 BKK THB TH 0.000 0.000 19511 @THAIC32 BKK THB TH 0.000 0.000 19512 @NEOCO4 BKK THB TH 0.000 0.000 19513 @STONE205 BKK THB TH 0.000 0.000 19514 @MAGUR1 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 ... ... ... ... ... ... ... 19510 0.0 0.0 comm 5.0 5.0 10.000 19511 0.0 0.0 comm 5.0 5.0 10.000 19512 0.0 0.0 comm 5.0 5.0 10.000 19513 0.0 0.0 comm 5.0 5.0 10.000 19514 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 ... ... ... ... ... 19510 0.000500 0.000500 1.0 0.000500 19511 0.000500 0.000500 1.0 0.000500 19512 0.000500 0.000500 1.0 0.000500 19513 0.000500 0.000500 1.0 0.000500 19514 0.000500 0.000500 1.0 0.000500 [19515 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 \ 5090 @JIANG2 HKG HKD HK 0.77 0.77 5091 @ASMPA2 HKG HKD HK 0.77 0.77 5092 @YEEBO2 HKG HKD HK 0.77 0.77 5093 @ABCCO3 HKG HKD HK 0.77 0.77 5094 @STTRA2 HKG HKD HK 0.77 0.77 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 5090 10.0 10.0 comm 2.0 2.0 25.54 5091 10.0 10.0 comm 2.0 2.0 25.54 5092 10.0 10.0 comm 2.0 2.0 25.54 5093 10.0 10.0 comm 2.0 2.0 25.54 5094 10.0 10.0 comm 2.0 2.0 25.54 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 5090 0.001277 0.001277 1.0 0.001277 5091 0.001277 0.001277 1.0 0.001277 5092 0.001277 0.001277 1.0 0.001277 5093 0.001277 0.001277 1.0 0.001277 5094 0.001277 0.001277 1.0 0.001277 --- TW assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 7214 @EVERT2 TAI TWD TW 0.0 0.0 7215 @AGVPR1 TAI TWD TW 0.0 0.0 7216 @ABILI2 TAI TWD TW 0.0 0.0 7217 @ACCTO2 TAI TWD TW 0.0 0.0 7218 @ACERI13 TAI TWD TW 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 7214 0.0 30.0 comm 2.75 2.75 35.5 7215 0.0 30.0 comm 2.75 2.75 35.5 7216 0.0 30.0 comm 2.75 2.75 35.5 7217 0.0 30.0 comm 2.75 2.75 35.5 7218 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 7214 0.000275 0.003275 1.0 0.001775 7215 0.000275 0.003275 1.0 0.001775 7216 0.000275 0.003275 1.0 0.001775 7217 0.000275 0.003275 1.0 0.001775 7218 0.000275 0.003275 1.0 0.001775 --- ID assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 8879 @INTIK1 IDX IDR ID 4.0 4.0 8880 @BUKIT1 IDX IDR ID 4.0 4.0 8881 @ADESA1 IDX IDR ID 4.0 4.0 8882 @PRASI1 IDX IDR ID 4.0 4.0 8883 @LIPPO5 IDX IDR ID 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 8879 0.3 10.3 comm 6.0 6.0 30.6 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 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 8879 0.00103 0.00203 1.0 0.00153 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 --- 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 \ 10532 @ABANL1 NSE INR IN 0.0 0.0 10533 @AHMED1 NSE INR IN 0.0 0.0 10534 @AEGIS12 NSE INR IN 0.0 0.0 10535 @ALKYL1 NSE INR IN 0.0 0.0 10536 @BAYER103 NSE INR IN 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 10532 0.0 0.0 comm 5.0 5.0 10.0 10533 0.0 0.0 comm 5.0 5.0 10.0 10534 0.0 0.0 comm 5.0 5.0 10.0 10535 0.0 0.0 comm 5.0 5.0 10.0 10536 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 10532 0.0005 0.0005 1.0 0.0005 10533 0.0005 0.0005 1.0 0.0005 10534 0.0005 0.0005 1.0 0.0005 10535 0.0005 0.0005 1.0 0.0005 10536 0.0005 0.0005 1.0 0.0005 --- NZ assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12399 @RESTA2 NZE NZD NZ 0.0 0.0 12400 @SCOTT22 NZE NZD NZ 0.0 0.0 12401 @HALLE6 NZE NZD NZ 0.0 0.0 12402 @AMPNZ1 NZE NZD NZ 0.0 0.0 12403 @CONTA3 NZE NZD NZ 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12399 0.0 0.0 3.0 3.0 6.0 12400 0.0 0.0 3.0 3.0 6.0 12401 0.0 0.0 3.0 3.0 6.0 12402 0.0 0.0 3.0 3.0 6.0 12403 0.0 0.0 3.0 3.0 6.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12399 0.0003 0.0003 1.0 0.0003 12400 0.0003 0.0003 1.0 0.0003 12401 0.0003 0.0003 1.0 0.0003 12402 0.0003 0.0003 1.0 0.0003 12403 0.0003 0.0003 1.0 0.0003 --- SG assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12476 @ACMAL1 SES SGD SG 4.0 4.0 12477 @ASIAF1 SES SGD SG 4.0 4.0 12478 @AMARA1 SES SGD SG 4.0 4.0 12479 @SINGA31 SES SGD SG 4.0 4.0 12480 @BBRHO1 SES SGD SG 4.0 4.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12476 0.0 0.0 comm 2.75 2.75 13.5 12477 0.0 0.0 comm 2.75 2.75 13.5 12478 0.0 0.0 comm 2.75 2.75 13.5 12479 0.0 0.0 comm 2.75 2.75 13.5 12480 0.0 0.0 comm 2.75 2.75 13.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12476 0.000675 0.000675 1.0 0.000675 12477 0.000675 0.000675 1.0 0.000675 12478 0.000675 0.000675 1.0 0.000675 12479 0.000675 0.000675 1.0 0.000675 12480 0.000675 0.000675 1.0 0.000675 --- KR assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 12740 @ACEBE1 KOS KRW KR 0.0 0.0 12741 @WONPU1 KOS KRW KR 0.0 0.0 12742 @EYEVI1 KOS KRW KR 0.0 0.0 12743 @PROCH4 KOS KRW KR 0.0 0.0 12744 @PARAD11 KOS KRW KR 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 12740 0.0 30.0 comm 2.75 2.75 35.5 12741 0.0 30.0 comm 2.75 2.75 35.5 12742 0.0 30.0 comm 2.75 2.75 35.5 12743 0.0 30.0 comm 2.75 2.75 35.5 12744 0.0 30.0 comm 2.75 2.75 35.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 12740 0.000275 0.003275 1.0 0.001775 12741 0.000275 0.003275 1.0 0.001775 12742 0.000275 0.003275 1.0 0.001775 12743 0.000275 0.003275 1.0 0.001775 12744 0.000275 0.003275 1.0 0.001775 (prod: 17568 ) 2024-08-23 14:46:23 [INFO] Writing [19515] [/signal/signal08/prod/2024/0823/tcost_linear_cost_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:46:25 [INFO] Writing [46282] [/signal/signal08/prod/2024/0823/shares_outstanding_latest_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:46:42 [INFO] Writing [31200] [/signal/signal08/prod/2024/0823/fiscal_meta_frame_20240823_global.plz4]... --- JP assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 14999 @ASIAS3 TKS JPY JP 0.0 0.0 15000 @KAKIY1 TKS JPY JP 0.0 0.0 15001 @AGROK3 TKS JPY JP 0.0 0.0 15002 @AICAK1 TKS JPY JP 0.0 0.0 15003 @AICHI1 TKS JPY JP 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 14999 0.0 0.0 comm 1.25 1.25 2.5 15000 0.0 0.0 comm 1.25 1.25 2.5 15001 0.0 0.0 comm 1.25 1.25 2.5 15002 0.0 0.0 comm 1.25 1.25 2.5 15003 0.0 0.0 comm 1.25 1.25 2.5 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 14999 0.000125 0.000125 1.0 0.000125 15000 0.000125 0.000125 1.0 0.000125 15001 0.000125 0.000125 1.0 0.000125 15002 0.000125 0.000125 1.0 0.000125 15003 0.000125 0.000125 1.0 0.000125 --- MY assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18288 @AFFIN8 KLS MYR MY 3.0 3.0 18289 @AJINO4 KLS MYR MY 3.0 3.0 18290 @AJIYA1 KLS MYR MY 3.0 3.0 18291 @KOBAY2 KLS MYR MY 3.0 3.0 18292 @YLIHL1 KLS MYR MY 3.0 3.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18288 10.0 10.0 comm 5.0 5.0 36.0 18289 10.0 10.0 comm 5.0 5.0 36.0 18290 10.0 10.0 comm 5.0 5.0 36.0 18291 10.0 10.0 comm 5.0 5.0 36.0 18292 10.0 10.0 comm 5.0 5.0 36.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18288 0.0018 0.0018 1.0 0.0018 18289 0.0018 0.0018 1.0 0.0018 18290 0.0018 0.0018 1.0 0.0018 18291 0.0018 0.0018 1.0 0.0018 18292 0.0018 0.0018 1.0 0.0018 --- TH assetKey exchange quoteCurrency quoteCountry buyFeeBps sellFeeBps \ 18887 @AIKAC2 BKK THB TH 0.0 0.0 18888 @ALUCO1 BKK THB TH 0.0 0.0 18889 @AMARI4 BKK THB TH 0.0 0.0 18890 @AMARI6 BKK THB TH 0.0 0.0 18891 @ASIAF3 BKK THB TH 0.0 0.0 buyTaxBps sellTaxBps category buyCommBps sellCommBps roundTripBps \ 18887 0.0 0.0 comm 5.0 5.0 10.0 18888 0.0 0.0 comm 5.0 5.0 10.0 18889 0.0 0.0 comm 5.0 5.0 10.0 18890 0.0 0.0 comm 5.0 5.0 10.0 18891 0.0 0.0 comm 5.0 5.0 10.0 linearBuyCoeff linearSellCoeff ticketChargeUSD linearAverageCoeff 18887 0.0005 0.0005 1.0 0.0005 18888 0.0005 0.0005 1.0 0.0005 18889 0.0005 0.0005 1.0 0.0005 18890 0.0005 0.0005 1.0 0.0005 18891 0.0005 0.0005 1.0 0.0005 --- (prod: 17568 ) 2024-08-23 14:46:42 [INFO] (prod: 17568 ) 2024-08-23 14:46:42 [INFO] Updating signal depth 2 / 45 (prod: 17568 ) 2024-08-23 14:46:42 [INFO] (prod: 17568 ) 2024-08-23 14:46:42 [INFO] SELECT a.* FROM vw_Ds2Pricing AS a INNER JOIN model_universe AS b ON b.ID = a.assetKey WHERE a.tradeDate BETWEEN '2024-08-23' AND '2024-08-23' AND a.priceClose IS NOT NULL (prod: 17568 ) 2024-08-23 14:46:43 [INFO] Writing [157] [/signal/signal08/prod/2024/0823/fx_returns_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:46:50 [INFO] Writing [23110] [/signal/signal08/prod/2024/0823/price_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:01 [INFO] Writing [30660] [/signal/signal08/prod/2024/0823/total_return_volatility_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:02 [INFO] (prod: 17568 ) 2024-08-23 14:47:02 [INFO] Updating signal depth 3 / 45 (prod: 17568 ) 2024-08-23 14:47:02 [INFO] (prod: 17568 ) 2024-08-23 14:47:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:47:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:47:02 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:47:03 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:47:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_deposits_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_deposits_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_loans_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_deposits_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_gross_loans_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_gross_loans_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_loans_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_gross_loans_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cashflow_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cashflow_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_capital_expenditure_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:31 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_capital_expenditure_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_loans_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_revenue_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_revenue_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_loan_loss_allowance_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:41 [INFO] Writing [29847] [/signal/signal08/prod/2024/0823/auxiliary_returns_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:42 [INFO] Writing [29115] [/signal/signal08/prod/2024/0823/parkinson_volatility_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:47:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_income_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_equity_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cashflow_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_equity_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_bs_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_income_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:29 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_assets_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_equity_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_assets_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_assets_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:46 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_bs_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_bs_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_loan_loss_allowance_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_loan_loss_allowance_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:48:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_capital_expenditure_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:04 [INFO] Writing [30047] [/signal/signal08/prod/2024/0823/adv_usdm_60D_median_dxy_adj_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_income_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_revenue_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_is_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:11 [INFO] Writing [29532] [/signal/signal08/prod/2024/0823/weekly_median_mktcap_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:14 [INFO] Writing [32225] [/signal/signal08/prod/2024/0823/price_frame_latest_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ebitda_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_inventory_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_inventory_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ebitda_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_st_borrowings_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:39 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_curr_lt_debts_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_non_performing_loans_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_st_borrowings_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_non_performing_loans_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_non_performing_loans_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_insu_reserves_cf_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:49 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_insu_reserves_cf_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_curr_lt_debts_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_is_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_insu_reserves_cf_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_is_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:49:53 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_curr_lt_debts_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_st_borrowings_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_effective_taxrate_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_effective_taxrate_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_inventory_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_effective_taxrate_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:25 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_net_income_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:26 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_cash_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_is_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_is_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_net_income_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_mnty_is_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:50 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_net_income_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sgna_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:50:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_cf_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sgna_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_cf_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_amtz_dpac_cf_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:09 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ebitda_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_cash_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_cash_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:28 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sgna_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:29 [INFO] (prod: 17568 ) 2024-08-23 14:51:29 [INFO] Updating signal depth 4 / 45 (prod: 17568 ) 2024-08-23 14:51:29 [INFO] (prod: 17568 ) 2024-08-23 14:51:30 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:51:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_bank_income_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:35 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:51:35 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_bank_income_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:51:36 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:51:39 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:52:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_interest_expense_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:07 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_payables_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adv_expense_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_interest_expense_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_rnd_expense_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_rnd_expense_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:29 [INFO] Writing [935] [/signal/signal08/prod/2024/0823/bank_car_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:30 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adv_expense_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:33 [INFO] Writing [861] [/signal/signal08/prod/2024/0823/bank_t1cr_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_bank_income_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:33 [INFO] Writing [29307] [/signal/signal08/prod/2024/0823/weekly_dilution_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:36 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_interest_expense_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:52:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_rnd_expense_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_payables_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_receivables_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_receivables_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adv_expense_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_receivables_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_payables_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:53:59 [INFO] (prod: 17568 ) 2024-08-23 14:53:59 [INFO] Updating signal depth 5 / 45 (prod: 17568 ) 2024-08-23 14:53:59 [INFO] (prod: 17568 ) 2024-08-23 14:54:01 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_income_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:54:05 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_income_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:54:12 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_income_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:54:19 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:54:22 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:54:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_gross_profit_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:54:27 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:54:40 [INFO] Writing [11404] [/signal/signal08/prod/2024/0823/trading_bcost_multiplier_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:54:58 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 14:55:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_dna_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:55:41 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_common_equity_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:55:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_assets_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:55:48 [INFO] Writing [30988] [/signal/signal08/prod/2024/0823/median_mktcap_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_common_equity_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_assets_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_gross_profit_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:45 [INFO] Writing [28111] [/signal/signal08/prod/2024/0823/ebitda_margin_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:52 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_assets_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_is_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_bs_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:56:59 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_is_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:57:06 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_is_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:57:16 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_common_equity_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:57:23 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_bs_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:57:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_minority_bs_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:57:47 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:57:47 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:58:00 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_dna_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:58:14 [INFO] Writing [46141] [/signal/signal08/prod/2024/0823/consensus_frame_bps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:58:15 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 14:58:35 [INFO] Writing [34698] [/signal/signal08/prod/2024/0823/consensus_frame_cps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:58:37 [INFO] Writing [65821] [/signal/signal08/prod/2024/0823/consensus_frame_eps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:59:06 [INFO] Writing [12934] [/signal/signal08/prod/2024/0823/consensus_frame_tps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 14:59:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_dna_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:12 [INFO] Writing [54366] [/signal/signal08/prod/2024/0823/consensus_frame_dps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:17 [INFO] Writing [892] [/signal/signal08/prod/2024/0823/bank_llpl_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:30 [INFO] Writing [19151] [/signal/signal08/prod/2024/0823/op_volatility_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:35 [INFO] Writing [873] [/signal/signal08/prod/2024/0823/bank_npl_ratio_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:47 [INFO] Writing [26799] [/signal/signal08/prod/2024/0823/capex_growth_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:00:57 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_debt_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:10 [INFO] Writing [27150] [/signal/signal08/prod/2024/0823/sgna_growth_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:20 [INFO] Writing [31145] [/signal/signal08/prod/2024/0823/fiscal_total_assets_frame_current_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:24 [INFO] Writing [872] [/signal/signal08/prod/2024/0823/bank_npl_coverage_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:26 [INFO] Writing [24414] [/signal/signal08/prod/2024/0823/ebitda_margin_mom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:36 [INFO] Writing [30642] [/signal/signal08/prod/2024/0823/bp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:01:41 [INFO] Writing [29850] [/signal/signal08/prod/2024/0823/asset_growth_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:16 [INFO] Writing [18979] [/signal/signal08/prod/2024/0823/inventory_to_sales_vol_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:44 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_debt_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:53 [INFO] Writing [28073] [/signal/signal08/prod/2024/0823/capex_sales_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:54 [INFO] Writing [30521] [/signal/signal08/prod/2024/0823/dilution_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:58 [INFO] Writing [985] [/signal/signal08/prod/2024/0823/bank_ltd_ratio_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:02:58 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_total_debt_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:03:25 [INFO] Writing [21859] [/signal/signal08/prod/2024/0823/inventory_to_assets_vol_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:03:53 [INFO] Writing [26303] [/signal/signal08/prod/2024/0823/accrual_frame_20240823_global.plz4]... jwd: signal IO problem /signal/signal08/prod/2024/0823/fiscal_meta_frame_20240823_global.plz4 Compressed file ended before the end-of-stream marker was reached lzis /mnt/nfs/opt/anaconda3/lib/python3.7/site-packages/lz4/__init__.py 3.1.3 (prod: 17568 ) 2024-08-23 15:03:53 [INFO] (prod: 17568 ) 2024-08-23 15:03:53 [INFO] Updating signal depth 6 / 45 (prod: 17568 ) 2024-08-23 15:03:53 [INFO] (prod: 17568 ) 2024-08-23 15:03:54 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:03:58 [INFO] Writing [43659] [/signal/signal08/prod/2024/0823/earnings_frame_bvl_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:03:59 [INFO] Writing [142800] [/signal/signal08/prod/2024/0823/earnings_frame_cfo_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:04:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adj_cfo_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:04:08 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_working_capital_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:04:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_working_capital_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:04:47 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sales_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:05:26 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:06:28 [INFO] Writing [71277] [/signal/signal08/prod/2024/0823/estchg_frame_tps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:06:41 [INFO] Writing [15858] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_eps_4W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adj_cfo_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:04 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:07:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_net_working_capital_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:32 [INFO] Writing [15620] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_eps_13W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:37 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sales_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:38 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:07:38 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_sales_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:42 [INFO] Writing [12878] [/signal/signal08/prod/2024/0823/tpp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:07:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_adj_cfo_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:08:28 [INFO] Writing [199518] [/signal/signal08/prod/2024/0823/estchg_frame_dps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:09:04 [INFO] Writing [302332] [/signal/signal08/prod/2024/0823/estchg_frame_eps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:09:45 [INFO] Writing [25789] [/signal/signal08/prod/2024/0823/interest_coverage_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:09:47 [INFO] Adding item [stock_connect_status_master_frame:global] (prod: 17568 ) 2024-08-23 15:09:47 [INFO] Writing [19248] [/signal/signal08/prod/2024/0823/univwt_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:10:05 [INFO] Writing [10597] [/signal/signal08/prod/2024/0823/cf_surprise_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:23 [INFO] Writing [138043] [/signal/signal08/prod/2024/0823/estchg_frame_bps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:33 [INFO] Writing [83343] [/signal/signal08/prod/2024/0823/estchg_frame_cps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:34 [INFO] (prod: 17568 ) 2024-08-23 15:10:34 [INFO] Updating signal depth 7 / 45 (prod: 17568 ) 2024-08-23 15:10:34 [INFO] (prod: 17568 ) 2024-08-23 15:10:35 [INFO] Writing [11842] [/signal/signal08/prod/2024/0823/revision_frame_tps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:37 [INFO] Writing [10796] [/signal/signal08/prod/2024/0823/revision_frame_bps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:37 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:10:37 [INFO] Writing [8358] [/signal/signal08/prod/2024/0823/revision_frame_cps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:40 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ppi_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:40 [INFO] Writing [15309] [/signal/signal08/prod/2024/0823/revision_frame_eps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:40 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:10:41 [INFO] Writing [13074] [/signal/signal08/prod/2024/0823/revision_frame_dps_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:46 [INFO] Writing [150993] [/signal/signal08/prod/2024/0823/earnings_frame_net_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ppi_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:49 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:10:51 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noplat_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:10:56 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noplat_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:04 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_ppi_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:18 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noplat_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:24 [INFO] Writing [891] [/signal/signal08/prod/2024/0823/bank_llpa_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:26 [INFO] Writing [27584] [/signal/signal08/prod/2024/0823/interest_expense_book_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:27 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:11:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_equity_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:34 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_equity_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:11:55 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fcf_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:11 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_gross_profit_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:32 [INFO] Writing [30623] [/signal/signal08/prod/2024/0823/extended_mktcap_usdm_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:43 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fcf_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:45 [INFO] Writing [26549] [/signal/signal08/prod/2024/0823/capex_gp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fcf_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:53 [INFO] Writing [24974] [/signal/signal08/prod/2024/0823/gross_profit_margin_mom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:54 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_fin_adj_equity_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:12:55 [INFO] (prod: 17568 ) 2024-08-23 15:12:55 [INFO] Updating signal depth 8 / 45 (prod: 17568 ) 2024-08-23 15:12:55 [INFO] (prod: 17568 ) 2024-08-23 15:12:57 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:13:02 [INFO] Writing [19268] [/signal/signal08/prod/2024/0823/tcost_model_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:11 [INFO] Writing [30731] [/signal/signal08/prod/2024/0823/fiscal_sales_frame_current_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:12 [INFO] Writing [142705] [/signal/signal08/prod/2024/0823/earnings_frame_adj_cfo_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:13 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:13:24 [INFO] Writing [1310] [/signal/signal08/prod/2024/0823/fncl_atp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:26 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:13:28 [INFO] Writing [20010] [/signal/signal08/prod/2024/0823/intp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:35 [INFO] Writing [181407] [/signal/signal08/prod/2024/0823/earnings_frame_div_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:13:45 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cash_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:00 [INFO] Writing [27687] [/signal/signal08/prod/2024/0823/sales_growth_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:02 [INFO] Writing [949] [/signal/signal08/prod/2024/0823/bank_depp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:05 [INFO] Writing [29494] [/signal/signal08/prod/2024/0823/net_profit_margin_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:07 [INFO] Writing [28593] [/signal/signal08/prod/2024/0823/operating_profit_margin_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:16 [INFO] Writing [5665] [/signal/signal08/prod/2024/0823/weighted_cf_surprise_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:14:46 [INFO] Writing [24861] [/signal/signal08/prod/2024/0823/operating_profit_margin_mom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:48 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:14:48 [INFO] Writing [49216] [/signal/signal08/prod/2024/0823/consensus_frame_nav_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:50 [INFO] Writing [21767] [/signal/signal08/prod/2024/0823/nwcs_vol_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:50 [INFO] Writing [28266] [/signal/signal08/prod/2024/0823/asset_turnover_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:14:56 [INFO] Writing [30806] [/signal/signal08/prod/2024/0823/fiscal_year_fraction_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:03 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cash_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_operating_cash_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:27 [INFO] Writing [23971] [/signal/signal08/prod/2024/0823/nwcs_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:29 [INFO] Writing [25717] [/signal/signal08/prod/2024/0823/net_profit_margin_mom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:30 [INFO] (prod: 17568 ) 2024-08-23 15:15:30 [INFO] Updating signal depth 9 / 45 (prod: 17568 ) 2024-08-23 15:15:30 [INFO] (prod: 17568 ) 2024-08-23 15:15:30 [INFO] Writing [7249] [/signal/signal08/prod/2024/0823/revision_score_frame_dps_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:15:31 [INFO] Writing [115699] [/signal/signal08/prod/2024/0823/earnings_frame_adj_cfo_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:31 [INFO] Writing [125043] [/signal/signal08/prod/2024/0823/earnings_frame_net_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:31 [INFO] Writing [115765] [/signal/signal08/prod/2024/0823/earnings_frame_cfo_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:32 [INFO] Writing [153014] [/signal/signal08/prod/2024/0823/earnings_frame_div_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:33 [INFO] Writing [32123] [/signal/signal08/prod/2024/0823/earnings_frame_bvl_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:33 [INFO] Writing [4237] [/signal/signal08/prod/2024/0823/revision_score_frame_cps_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:15:34 [INFO] Writing [45353] [/signal/signal08/prod/2024/0823/earnings_frame_nav_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:46 [INFO] Writing [874] [/signal/signal08/prod/2024/0823/fncl_roa_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:47 [INFO] Writing [13432] [/signal/signal08/prod/2024/0823/divmom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:15:48 [INFO] Writing [5821] [/signal/signal08/prod/2024/0823/revision_score_frame_bps_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:15:49 [INFO] Writing [8113] [/signal/signal08/prod/2024/0823/revision_score_frame_eps_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:15:50 [INFO] Writing [5168] [/signal/signal08/prod/2024/0823/revision_score_frame_tps_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:16:00 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:16:02 [INFO] Writing [1299] [/signal/signal08/prod/2024/0823/fncl_ppip_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:16:09 [INFO] Writing [874] [/signal/signal08/prod/2024/0823/fncl_roe_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:16:11 [INFO] Writing [26272] [/signal/signal08/prod/2024/0823/fcfroa_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:16:13 [INFO] Writing [19634] [/signal/signal08/prod/2024/0823/fcfmom_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:17:58 [INFO] Writing [130320] [/signal/signal08/prod/2024/0823/estchg_frame_nav_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:17:59 [INFO] (prod: 17568 ) 2024-08-23 15:17:59 [INFO] Updating signal depth 10 / 45 (prod: 17568 ) 2024-08-23 15:17:59 [INFO] (prod: 17568 ) 2024-08-23 15:18:00 [INFO] Writing [8761] [/signal/signal08/prod/2024/0823/blended_earnings_frame_cfo_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:00 [INFO] Writing [33455] [/signal/signal08/prod/2024/0823/earnings_frame_nav_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:00 [INFO] Writing [8733] [/signal/signal08/prod/2024/0823/blended_earnings_frame_adj_cfo_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:00 [INFO] Writing [15615] [/signal/signal08/prod/2024/0823/blended_earnings_frame_net_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:00 [INFO] Writing [13730] [/signal/signal08/prod/2024/0823/blended_earnings_frame_div_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:02 [INFO] Writing [10941] [/signal/signal08/prod/2024/0823/revision_frame_nav_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:16 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:18:16 [INFO] Writing [22235] [/signal/signal08/prod/2024/0823/consensus_frame_opr_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_excess_cash_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:20 [INFO] Writing [11444] [/signal/signal08/prod/2024/0823/blended_earnings_frame_bvl_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:21 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_excess_cash_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:27 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_excess_cash_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:18:55 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:18:55 [INFO] Writing [62000] [/signal/signal08/prod/2024/0823/consensus_frame_pre_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:03 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:19:03 [INFO] Writing [67270] [/signal/signal08/prod/2024/0823/consensus_frame_sal_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:06 [INFO] Writing [53261] [/signal/signal08/prod/2024/0823/consensus_frame_ebt_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:10 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:19:11 [INFO] Writing [55538] [/signal/signal08/prod/2024/0823/consensus_frame_eda_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:11 [INFO] (prod: 17568 ) 2024-08-23 15:19:11 [INFO] Updating signal depth 11 / 45 (prod: 17568 ) 2024-08-23 15:19:11 [INFO] (prod: 17568 ) 2024-08-23 15:19:13 [INFO] Writing [15615] [/signal/signal08/prod/2024/0823/nip_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:13 [INFO] Writing [29843] [/signal/signal08/prod/2024/0823/logretw_reversal_4W_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:14 [INFO] Writing [19248] [/signal/signal08/prod/2024/0823/trading_default_pb_cost_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:19:15 [INFO] Writing [29835] [/signal/signal08/prod/2024/0823/logretd_reversal_5D_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:16 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:19:17 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:19:20 [INFO] Writing [170241] [/signal/signal08/prod/2024/0823/earnings_frame_sal_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:21 [INFO] Writing [136872] [/signal/signal08/prod/2024/0823/earnings_frame_eda_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:22 [INFO] Writing [11444] [/signal/signal08/prod/2024/0823/forward_bp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:23 [INFO] Writing [15379] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_pre_4W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:19:33 [INFO] Writing [15104] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_pre_13W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:05 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:20:06 [INFO] Writing [13708] [/signal/signal08/prod/2024/0823/dividend_to_book_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:14 [INFO] Writing [30217] [/signal/signal08/prod/2024/0823/logretw_mom_52W_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:15 [INFO] Writing [8749] [/signal/signal08/prod/2024/0823/cfp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:16 [INFO] Writing [5275] [/signal/signal08/prod/2024/0823/revision_score_frame_nav_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:20:18 [INFO] Writing [13730] [/signal/signal08/prod/2024/0823/dp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:18 [INFO] Writing [11797] [/signal/signal08/prod/2024/0823/blended_earnings_frame_nav_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:19 [INFO] Writing [167002] [/signal/signal08/prod/2024/0823/earnings_frame_pre_unweighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:20:28 [INFO] Writing [12344] [/signal/signal08/prod/2024/0823/sales_completion_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:15 [INFO] Writing [232035] [/signal/signal08/prod/2024/0823/estchg_frame_ebt_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:18 [INFO] Writing [251574] [/signal/signal08/prod/2024/0823/estchg_frame_pre_20240823_global.plz4]... dch::SignalDefinition_trading_default_pb_cost_frame.compute :: result assetKey univwt ... size_MICRO longFinancingCost 0 @AAAAA1 0.272813 ... 1.00 0.00900 1 @AACAC1 1.000000 ... 0.00 0.00375 2 @AADHA1 0.995468 ... 0.18 0.01000 3 @AAEON2 0.439614 ... 0.99 0.00475 4 @AAIND1 0.000000 ... 1.00 0.00775 ... ... ... ... ... ... 19243 @ZYLOT2 0.000000 ... 1.00 0.00350 19244 @ZYLOX1 0.000000 ... 0.98 0.00375 19245 @ZYNPC1 0.000000 ... 0.11 0.00775 19246 @ZYXEL1 0.929141 ... 0.05 0.00475 19247 @ZZNOD1 0.000000 ... 1.00 0.00375 [19248 rows x 9 columns] assetKey univwt ... longFinancingCost baseBCost 0 @AAAAA1 0.272813 ... 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 ... ... ... ... ... ... 19243 @TURNE4 0.000000 ... 0.004 0.092500 19244 @VECTO6 0.000000 ... 0.004 0.036675 19245 @VISTA20 0.000000 ... 0.004 0.092500 19246 @WAREH5 0.000000 ... 0.004 0.092500 19247 @WELLI12 0.000000 ... 0.004 0.092500 [19248 rows x 10 columns] (prod: 17568 ) 2024-08-23 15:22:20 [INFO] (prod: 17568 ) 2024-08-23 15:22:20 [INFO] Updating signal depth 12 / 45 (prod: 17568 ) 2024-08-23 15:22:20 [INFO] (prod: 17568 ) 2024-08-23 15:22:24 [INFO] Writing [11374] [/signal/signal08/prod/2024/0823/revision_frame_ebt_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:25 [INFO] Writing [14703] [/signal/signal08/prod/2024/0823/revision_frame_pre_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:32 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noa_frame_A_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:33 [INFO] Writing [112496] [/signal/signal08/prod/2024/0823/earnings_frame_eda_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:33 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noa_frame_S_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:34 [INFO] Writing [142051] [/signal/signal08/prod/2024/0823/earnings_frame_sal_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:34 [INFO] Writing [138850] [/signal/signal08/prod/2024/0823/earnings_frame_pre_weighted_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:36 [INFO] Writing [11797] [/signal/signal08/prod/2024/0823/forward_navp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:40 [INFO] Writing [22207] [/signal/signal08/prod/2024/0823/trading_bcost_backfilled_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:22:43 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:22:43 [INFO] Writing [27932] [/signal/signal08/prod/2024/0823/ev_usdm_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:48 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/fiscal_noa_frame_Q_delta_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:49 [INFO] (prod: 17568 ) 2024-08-23 15:22:49 [INFO] Updating signal depth 13 / 45 (prod: 17568 ) 2024-08-23 15:22:49 [INFO] (prod: 17568 ) 2024-08-23 15:22:50 [INFO] Writing [7952] [/signal/signal08/prod/2024/0823/revision_score_frame_pre_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:22:50 [INFO] Writing [19248] [/signal/signal08/prod/2024/0823/trading_position_bounds_frame_20240823_strat_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:22:51 [INFO] Writing [15306] [/signal/signal08/prod/2024/0823/blended_earnings_frame_pre_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:22:52 [INFO] Writing [8506] [/signal/signal08/prod/2024/0823/cfoev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:03 [INFO] Writing [34774] [/signal/signal08/prod/2024/0823/linked_price_mom_52W_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:23:03 [INFO] Writing [12253] [/signal/signal08/prod/2024/0823/blended_earnings_frame_eda_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:04 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:23:05 [INFO] Writing [25215] [/signal/signal08/prod/2024/0823/fcfev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:07 [INFO] Writing [11022] [/signal/signal08/prod/2024/0823/salgev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:15 [INFO] Writing [14562] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_sal_4W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:21 [INFO] Writing [27589] [/signal/signal08/prod/2024/0823/trailing_ebitdaev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:26 [INFO] Writing [8477] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_cps_13W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:35 [INFO] Writing [14331] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_sal_13W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:36 [INFO] Writing [26878] [/signal/signal08/prod/2024/0823/gpev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:44 [INFO] Writing [8607] [/signal/signal08/prod/2024/0823/consensus_ratio_frame_cps_4W_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:47 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:23:48 [INFO] Writing [23713] [/signal/signal08/prod/2024/0823/normeev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:50 [INFO] Writing [11396] [/signal/signal08/prod/2024/0823/pregp_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:50 [INFO] Writing [15707] [/signal/signal08/prod/2024/0823/blended_earnings_frame_sal_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:23:51 [INFO] Writing [4542] [/signal/signal08/prod/2024/0823/revision_score_frame_ebt_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:25:28 [INFO] Writing [50000] [/signal/signal08/prod/2024/0823/estchg_frame_opr_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:25:55 [INFO] Writing [228996] [/signal/signal08/prod/2024/0823/estchg_frame_eda_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:32 [INFO] Writing [276432] [/signal/signal08/prod/2024/0823/estchg_frame_sal_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:34 [INFO] (prod: 17568 ) 2024-08-23 15:26:34 [INFO] Updating signal depth 14 / 45 (prod: 17568 ) 2024-08-23 15:26:34 [INFO] (prod: 17568 ) 2024-08-23 15:26:35 [INFO] Writing [5909] [/signal/signal08/prod/2024/0823/revision_frame_opr_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:35 [INFO] Writing [14500] [/signal/signal08/prod/2024/0823/sev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:35 [INFO] Writing [11766] [/signal/signal08/prod/2024/0823/ebitdaev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:37 [INFO] Writing [15281] [/signal/signal08/prod/2024/0823/ep_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:44 [INFO] Adding item [exchange_rates_master_monthly_frame:global] (prod: 17568 ) 2024-08-23 15:26:46 [INFO] Writing [27911] [/signal/signal08/prod/2024/0823/noaev_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:26:51 [INFO] Writing [13978] [/signal/signal08/prod/2024/0823/revision_frame_sal_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:16 [INFO] Writing [25927] [/signal/signal08/prod/2024/0823/noa_chg_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:19 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/regression_design_mcisb_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:22 [INFO] Writing [11483] [/signal/signal08/prod/2024/0823/revision_frame_eda_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:23 [INFO] Writing [5392] [/signal/signal08/prod/2024/0823/composite_cratio_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:25 [INFO] Writing [26459] [/signal/signal08/prod/2024/0823/cfrnoa_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:27 [INFO] Writing [26226] [/signal/signal08/prod/2024/0823/rnoa_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:32 [INFO] Writing [20938] [/signal/signal08/prod/2024/0823/cf_volatility_frame_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:27:32 [INFO] (prod: 17568 ) 2024-08-23 15:27:32 [INFO] Updating signal depth 15 / 45 (prod: 17568 ) 2024-08-23 15:27:32 [INFO] (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Found [10] outliers in [174] observations (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_llpa_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Found [313] outliers in [5979] observations (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Found [353] outliers in [7475] observations (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Found [394] outliers in [6742] observations (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:34 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/nwcs_vol_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/logretw_reversal_4W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fcfroa_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Found [418] outliers in [6462] observations (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/operating_profit_margin_mom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:36 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Found [271] outliers in [4862] observations (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Found [287] outliers in [5129] observations (prod: 17568 ) 2024-08-23 15:27:37 [INFO] Writing [7692] [/signal/signal08/prod/2024/0823/revision_score_frame_sal_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/op_volatility_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:38 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/dividend_to_book_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:38 [INFO] Found [367] outliers in [6829] observations (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable size_MICRO (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Found [8] outliers in [165] observations (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/accrual_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_t1cr_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Found [367] outliers in [6309] observations (prod: 17568 ) 2024-08-23 15:27:39 [INFO] Found [273] outliers in [4629] observations (prod: 17568 ) 2024-08-23 15:27:40 [INFO] Writing [5533] [/signal/signal08/prod/2024/0823/revision_score_frame_eda_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/forward_bp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:40 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/ebitda_margin_mom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:40 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:40 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Found [10] outliers in [173] observations (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Found [441] outliers in [7402] observations (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_llpl_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:41 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:42 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:42 [INFO] Found [408] outliers in [7248] observations (prod: 17568 ) 2024-08-23 15:27:42 [INFO] Found [382] outliers in [7023] observations (prod: 17568 ) 2024-08-23 15:27:42 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:42 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:43 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:43 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/capex_growth_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:43 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/asset_growth_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:44 [INFO] Found [384] outliers in [7024] observations (prod: 17568 ) 2024-08-23 15:27:44 [INFO] Found [311] outliers in [7475] observations (prod: 17568 ) 2024-08-23 15:27:44 [INFO] Writing [5114] [/signal/signal08/prod/2024/0823/revision_score_frame_opr_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/sales_growth_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/logretd_reversal_5D_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:45 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Found [378] outliers in [6203] observations (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Found [216] outliers in [4183] observations (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:46 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/inventory_to_assets_vol_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Found [325] outliers in [6373] observations (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/cf_surprise_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Found [240] outliers in [4355] observations (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:47 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:48 [INFO] Found [10] outliers in [173] observations (prod: 17568 ) 2024-08-23 15:27:48 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fncl_roe_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:48 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/nwcs_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:48 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/tpp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Found [396] outliers in [6597] observations (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:49 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:50 [INFO] Found [441] outliers in [7205] observations (prod: 17568 ) 2024-08-23 15:27:50 [INFO] Found [384] outliers in [6215] observations (prod: 17568 ) 2024-08-23 15:27:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/gross_profit_margin_mom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:51 [INFO] Found [433] outliers in [7170] observations (prod: 17568 ) 2024-08-23 15:27:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/dilution_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:51 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/intp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/rollup_weights_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/capex_sales_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Found [17] outliers in [210] observations (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_depp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:52 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Found [426] outliers in [7222] observations (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Found [303] outliers in [5032] observations (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:53 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:54 [INFO] Found [247] outliers in [4490] observations (prod: 17568 ) 2024-08-23 15:27:54 [INFO] Found [273] outliers in [4698] observations (prod: 17568 ) 2024-08-23 15:27:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fcfmom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/asset_turnover_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/sales_completion_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:55 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/divmom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Found [9] outliers in [173] observations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_npl_coverage_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_TW (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Found [10] outliers in [122] observations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_npl_ratio_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Found [9] outliers in [208] observations (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_ltd_ratio_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:56 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable country_IN (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Found [8] outliers in [172] observations (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Found [408] outliers in [7027] observations (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fncl_roa_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:57 [INFO] Found [235] outliers in [4724] observations (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable country_HK (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/capex_gp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Found [196] outliers in [3497] observations (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Found [8] outliers in [201] observations (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/bank_car_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:58 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/dp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:59 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/cfp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:27:59 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:27:59 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:27:59 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Found [423] outliers in [7071] observations (prod: 17568 ) 2024-08-23 15:28:00 [INFO] Found [386] outliers in [6564] observations (prod: 17568 ) 2024-08-23 15:28:01 [INFO] Found [973] outliers in [18768] observations (prod: 17568 ) 2024-08-23 15:28:01 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/interest_expense_book_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/net_profit_margin_mom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Found [380] outliers in [6804] observations (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:28:02 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Found [14] outliers in [265] observations (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/sgna_growth_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fncl_atp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:03 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:04 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/resretw_regression_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:04 [INFO] Found [328] outliers in [5664] observations (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/inventory_to_sales_vol_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Found [418] outliers in [7292] observations (prod: 17568 ) 2024-08-23 15:28:05 [INFO] Found [375] outliers in [6792] observations (prod: 17568 ) 2024-08-23 15:28:06 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:06 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:06 [INFO] Found [425] outliers in [7108] observations (prod: 17568 ) 2024-08-23 15:28:06 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/net_profit_margin_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:06 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/interest_coverage_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/operating_profit_margin_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:07 [INFO] Found [464] outliers in [7424] observations (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/logretw_mom_52W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable country_SG (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable country_NZ (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable country_PH (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_renewable_energy (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_specialty_reatil (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_aerospace_defense (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_homebuilding_building_products (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_machinery (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_healthcare_providers_services (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_passenger_transportation (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_oil_gas_equipment_services (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_food_drug_retail (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_household_products_services (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_paper_forestry (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_construction_engineering (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_household_goods (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_containers_packaging (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_computers_phones_household_electronics (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_industrial_distribution (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_metals_mining (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_textiles_apparel (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_software_it_services (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_construction_materials (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_coal (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_leisure_products (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_water_utilities (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_investment_services (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_automobile (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_communications_equipment (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_real_estate_operations (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_biotechnology (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_pharmaceuticals (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_healthcare_equipment_supplies (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_diversified_retail (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_electronic_equipment (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_hotels_entertainment (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_semiconductors (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_transportation_infrastructure (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_freight_logistics (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_telecommunications_serices (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_fintech (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_media_publishing (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_multiline_utilities (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_oil_gas (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_beverages (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_commercial_services_supplies (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_chemicals (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_food_tobacco (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_office_equipment (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_consumer_goods_conglomerates (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_integrated_hardware_software (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_natural_gas_utilities (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Removing category variable ind_electric_utilities_ipps (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Found [13] outliers in [269] observations (prod: 17568 ) 2024-08-23 15:28:08 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fncl_ppip_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Found [466] outliers in [7424] observations (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Found [398] outliers in [7147] observations (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:09 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:10 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/logretw_ir_52W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:10 [INFO] Found [270] outliers in [5101] observations (prod: 17568 ) 2024-08-23 15:28:10 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/ebitda_margin_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:10 [INFO] Found [232] outliers in [4677] observations (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/nip_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/weighted_cf_surprise_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:11 [INFO] Found [262] outliers in [4246] observations (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/forward_navp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Updating signal depth 16 / 45 (prod: 17568 ) 2024-08-23 15:28:12 [INFO] (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/cfp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/bank_llpl_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_mom_52W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/dilution_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/capex_sales_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/operating_profit_margin_mom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/asset_turnover_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/inventory_to_sales_vol_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/nwcs_vol_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/fncl_roa_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/op_volatility_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/fcfroa_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/fncl_roe_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/fcfmom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [17] [/signal/signal08/prod/2024/0823/bank_car_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/accrual_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:12 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/dividend_to_book_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [69] [/signal/signal08/prod/2024/0823/sales_completion_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretd_reversal_5D_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/asset_growth_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/nip_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/divmom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/nwcs_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Found [169] outliers in [3495] observations (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/dp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/sales_growth_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [19] [/signal/signal08/prod/2024/0823/fncl_atp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:13 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/cf_surprise_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/cfoev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:14 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/bp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:14 [INFO] Found [371] outliers in [7045] observations (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/trailing_ebitdaev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:15 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/capex_growth_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:16 [INFO] Found [221] outliers in [4226] observations (prod: 17568 ) 2024-08-23 15:28:16 [INFO] Found [308] outliers in [6170] observations (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/linked_price_mom_52W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/salgev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/interest_coverage_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/intp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/net_profit_margin_mom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/ebitda_margin_mom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/sgna_growth_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/net_profit_margin_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:17 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:18 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:18 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:18 [INFO] Found [431] outliers in [6922] observations (prod: 17568 ) 2024-08-23 15:28:18 [INFO] Found [229] outliers in [4465] observations (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/gpev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_ir_52W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/bank_t1cr_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/operating_profit_margin_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/pregp_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/capex_gp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/inventory_to_assets_vol_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/ebitda_margin_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [17] [/signal/signal08/prod/2024/0823/bank_ltd_ratio_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Found [356] outliers in [6555] observations (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/interest_expense_book_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/bank_npl_coverage_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/weighted_cf_surprise_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/forward_navp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [15] [/signal/signal08/prod/2024/0823/bank_npl_ratio_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_reversal_4W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/gross_profit_margin_mom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/normeev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:20 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:21 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:21 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:21 [INFO] Found [391] outliers in [6639] observations (prod: 17568 ) 2024-08-23 15:28:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fcfev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:33 [INFO] Adding item [adjustment_factor_master_frame:global] (prod: 17568 ) 2024-08-23 15:28:33 [INFO] Writing [11851] [/signal/signal08/prod/2024/0822/consensus_frame_rec_20240822_global.plz4]... (prod: 17568 ) 2024-08-23 15:28:46 [INFO] Writing [35523] [/signal/signal08/prod/2024/0823/estchg_frame_rec_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:28:47 [INFO] Writing [9874] [/signal/signal08/prod/2024/0823/revision_frame_rec_20240823_global.plz4]... (prod: 17568 ) 2024-08-23 15:28:47 [INFO] Writing [4927] [/signal/signal08/prod/2024/0823/revision_score_frame_rec_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:47 [INFO] Writing [8348] [/signal/signal08/prod/2024/0823/revision_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:47 [INFO] (prod: 17568 ) 2024-08-23 15:28:47 [INFO] Updating signal depth 17 / 45 (prod: 17568 ) 2024-08-23 15:28:47 [INFO] (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Writing [3497] [/signal/signal08/prod/2024/0823/cfp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:48 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:49 [INFO] Found [218] outliers in [4221] observations (prod: 17568 ) 2024-08-23 15:28:49 [INFO] Found [320] outliers in [5391] observations (prod: 17568 ) 2024-08-23 15:28:49 [INFO] Found [266] outliers in [5131] observations (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/ebitdaev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/composite_cratio_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/ep_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/normeev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [17] [/signal/signal08/prod/2024/0823/bank_car_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:50 [INFO] Writing [4490] [/signal/signal08/prod/2024/0823/sales_completion_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [8705] [/signal/signal08/prod/2024/0823/wtd_revision_frame_13W_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/trailing_ebitdaev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/logretd_reversal_5D_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/fcfev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [7248] [/signal/signal08/prod/2024/0823/asset_growth_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:51 [INFO] Writing [201] [/signal/signal08/prod/2024/0823/bank_car_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:52 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:52 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:52 [INFO] Found [389] outliers in [7071] observations (prod: 17568 ) 2024-08-23 15:28:53 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/noaev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:53 [INFO] Writing [7071] [/signal/signal08/prod/2024/0823/interest_expense_book_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Removing category variable ind_insurance (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:28:54 [INFO] Writing [69] [/signal/signal08/prod/2024/0823/sales_completion_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:55 [INFO] Found [294] outliers in [5954] observations (prod: 17568 ) 2024-08-23 15:28:55 [INFO] Writing [5979] [/signal/signal08/prod/2024/0823/nwcs_vol_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:56 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/cf_volatility_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:56 [INFO] Writing [4677] [/signal/signal08/prod/2024/0823/weighted_cf_surprise_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:58 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/accrual_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:58 [INFO] Writing [5129] [/signal/signal08/prod/2024/0823/op_volatility_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:59 [INFO] Writing [6829] [/signal/signal08/prod/2024/0823/accrual_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:59 [INFO] Writing [4629] [/signal/signal08/prod/2024/0823/forward_bp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:28:59 [INFO] Writing [265] [/signal/signal08/prod/2024/0823/fncl_atp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [6462] [/signal/signal08/prod/2024/0823/operating_profit_margin_mom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_reversal_4W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/pregp_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [4246] [/signal/signal08/prod/2024/0823/forward_navp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/cfp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:00 [INFO] Writing [4355] [/signal/signal08/prod/2024/0823/tpp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:01 [INFO] Writing [5101] [/signal/signal08/prod/2024/0823/nip_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:01 [INFO] Writing [7402] [/signal/signal08/prod/2024/0823/bp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:02 [INFO] Writing [19] [/signal/signal08/prod/2024/0823/fncl_atp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/cf_surprise_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [6564] [/signal/signal08/prod/2024/0823/net_profit_margin_mom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/gpev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [269] [/signal/signal08/prod/2024/0823/fncl_ppip_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [4183] [/signal/signal08/prod/2024/0823/cf_surprise_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:03 [INFO] Writing [210] [/signal/signal08/prod/2024/0823/bank_depp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:04 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/nwcs_vol_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:04 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:29:04 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:29:04 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:29:04 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:29:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:29:05 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:29:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:29:05 [INFO] Found [290] outliers in [5041] observations (prod: 17568 ) 2024-08-23 15:29:06 [INFO] Found [396] outliers in [6769] observations (prod: 17568 ) 2024-08-23 15:29:06 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/sev_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:06 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/net_profit_margin_mom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/noa_chg_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:07 [INFO] Writing [4724] [/signal/signal08/prod/2024/0823/dp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:09 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/op_volatility_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:11 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/bp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:13 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/gross_profit_margin_mom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:14 [INFO] Writing [7222] [/signal/signal08/prod/2024/0823/asset_turnover_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/nip_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:16 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/dp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:16 [INFO] Writing [7205] [/signal/signal08/prod/2024/0823/dilution_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:17 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/asset_turnover_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:17 [INFO] Writing [208] [/signal/signal08/prod/2024/0823/bank_ltd_ratio_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:17 [INFO] Writing [7170] [/signal/signal08/prod/2024/0823/capex_sales_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:18 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretd_reversal_5D_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:18 [INFO] Writing [4698] [/signal/signal08/prod/2024/0823/divmom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:18 [INFO] Writing [173] [/signal/signal08/prod/2024/0823/fncl_roe_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:18 [INFO] Writing [172] [/signal/signal08/prod/2024/0823/fncl_roa_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/dilution_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:19 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/capex_sales_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:20 [INFO] Writing [7108] [/signal/signal08/prod/2024/0823/operating_profit_margin_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:20 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/fncl_roa_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:20 [INFO] Writing [7024] [/signal/signal08/prod/2024/0823/sales_growth_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/divmom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:22 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/net_profit_margin_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:22 [INFO] Writing [6742] [/signal/signal08/prod/2024/0823/fcfroa_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:23 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/sgna_growth_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:23 [INFO] Writing [7147] [/signal/signal08/prod/2024/0823/ebitda_margin_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:23 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/fcfroa_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:23 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/operating_profit_margin_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:24 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:29:24 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:29:24 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:29:24 [INFO] Writing [6309] [/signal/signal08/prod/2024/0823/ebitda_margin_mom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:24 [INFO] Found [415] outliers in [6815] observations (prod: 17568 ) 2024-08-23 15:29:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/rnoa_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:25 [INFO] Writing [5032] [/signal/signal08/prod/2024/0823/fcfmom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [6804] [/signal/signal08/prod/2024/0823/sgna_growth_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/ebitda_margin_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/sales_growth_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [7292] [/signal/signal08/prod/2024/0823/net_profit_margin_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_price_mom_52W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:26 [INFO] Writing [4862] [/signal/signal08/prod/2024/0823/dividend_to_book_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:27 [INFO] Writing [5664] [/signal/signal08/prod/2024/0823/inventory_to_sales_vol_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:27 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/nwcs_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:27 [INFO] Writing [6203] [/signal/signal08/prod/2024/0823/inventory_to_assets_vol_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:29 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/inventory_to_sales_vol_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:29 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/logretw_reversal_4W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:29 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/cfoev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:29 [INFO] Writing [6215] [/signal/signal08/prod/2024/0823/intp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:30 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/inventory_to_assets_vol_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:30 [INFO] Writing [6792] [/signal/signal08/prod/2024/0823/interest_coverage_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:30 [INFO] Writing [165] [/signal/signal08/prod/2024/0823/bank_t1cr_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:30 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/interest_expense_book_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:32 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/interest_coverage_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:33 [INFO] Writing [174] [/signal/signal08/prod/2024/0823/bank_llpa_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:33 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_mom_52W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:34 [INFO] Writing [7424] [/signal/signal08/prod/2024/0823/logretw_ir_52W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:34 [INFO] Writing [7424] [/signal/signal08/prod/2024/0823/logretw_mom_52W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:35 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/fcfmom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/logretw_ir_52W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:36 [INFO] Writing [173] [/signal/signal08/prod/2024/0823/bank_llpl_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/asset_growth_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:38 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/dividend_to_book_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:38 [INFO] Writing [6373] [/signal/signal08/prod/2024/0823/nwcs_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:39 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/intp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:39 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/capex_growth_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:39 [INFO] Writing [7023] [/signal/signal08/prod/2024/0823/capex_growth_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:39 [INFO] Writing [6597] [/signal/signal08/prod/2024/0823/gross_profit_margin_mom_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:39 [INFO] Writing [7027] [/signal/signal08/prod/2024/0823/capex_gp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Writing [122] [/signal/signal08/prod/2024/0823/bank_npl_ratio_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Writing [16] [/signal/signal08/prod/2024/0823/bank_npl_coverage_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/weighted_cf_surprise_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Writing [173] [/signal/signal08/prod/2024/0823/bank_npl_coverage_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Removing category variable ind_uranium (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:29:40 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:29:41 [INFO] Writing [15] [/signal/signal08/prod/2024/0823/bank_npl_ratio_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:41 [INFO] Found [374] outliers in [6884] observations (prod: 17568 ) 2024-08-23 15:29:41 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/cfrnoa_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:42 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/ebitda_margin_mom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:42 [INFO] (prod: 17568 ) 2024-08-23 15:29:42 [INFO] Updating signal depth 18 / 45 (prod: 17568 ) 2024-08-23 15:29:42 [INFO] (prod: 17568 ) 2024-08-23 15:29:42 [INFO] Writing [7244] [/signal/signal08/prod/2024/0823/fmom_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:42 [INFO] Writing [6555] [/signal/signal08/prod/2024/0823/normeev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:42 [INFO] Writing [6922] [/signal/signal08/prod/2024/0823/gpev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:43 [INFO] Writing [8745] [/signal/signal08/prod/2024/0823/wtd_revc_pct_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:43 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/cf_volatility_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:43 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/sev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/ebitdaev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:43 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/noa_chg_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:44 [INFO] Writing [18768] [/signal/signal08/prod/2024/0823/resretw_reversal_4W_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:44 [INFO] Writing [7045] [/signal/signal08/prod/2024/0823/trailing_ebitdaev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:44 [INFO] Writing [3495] [/signal/signal08/prod/2024/0823/cfoev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/composite_cratio_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:45 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_price_mom_52W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:46 [INFO] Writing [6639] [/signal/signal08/prod/2024/0823/fcfev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:46 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/noaev_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:48 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/normeev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:48 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rnoa_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:48 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/ep_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:48 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/gpev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:49 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/trailing_ebitdaev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:49 [INFO] Writing [6170] [/signal/signal08/prod/2024/0823/linked_price_mom_52W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:51 [INFO] Writing [29633] [/signal/signal08/prod/2024/0823/linked_rev_pct_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:52 [INFO] Writing [4226] [/signal/signal08/prod/2024/0823/salgev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:52 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/cfrnoa_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:52 [INFO] Writing [4465] [/signal/signal08/prod/2024/0823/pregp_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:53 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/cfoev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:56 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/fcfev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:57 [INFO] Writing [29633] [/signal/signal08/prod/2024/0823/linked_rev_ud_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:29:59 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/pregp_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:01 [INFO] Writing [18720] [/signal/signal08/prod/2024/0823/resretw_mom_52W_frame_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:02 [INFO] (prod: 17568 ) 2024-08-23 15:30:02 [INFO] Updating signal depth 19 / 45 (prod: 17568 ) 2024-08-23 15:30:02 [INFO] (prod: 17568 ) 2024-08-23 15:30:02 [INFO] Writing [6769] [/signal/signal08/prod/2024/0823/noa_chg_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:02 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:02 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:30:02 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:03 [INFO] Found [356] outliers in [5242] observations (prod: 17568 ) 2024-08-23 15:30:03 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/rev_pct_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:05 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/noa_chg_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:05 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/cfrnoa_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:05 [INFO] Writing [6815] [/signal/signal08/prod/2024/0823/rnoa_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:06 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:06 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:30:06 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:07 [INFO] Found [350] outliers in [5243] observations (prod: 17568 ) 2024-08-23 15:30:07 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rnoa_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/rev_ud_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:08 [INFO] Writing [6884] [/signal/signal08/prod/2024/0823/cfrnoa_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:08 [INFO] Writing [5391] [/signal/signal08/prod/2024/0823/composite_cratio_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:09 [INFO] Writing [71] [/signal/signal08/prod/2024/0823/cf_volatility_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:09 [INFO] Writing [5041] [/signal/signal08/prod/2024/0823/sev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:09 [INFO] Writing [4221] [/signal/signal08/prod/2024/0823/ebitdaev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:10 [INFO] Writing [7071] [/signal/signal08/prod/2024/0823/noaev_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:11 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/ebitdaev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:11 [INFO] Writing [5954] [/signal/signal08/prod/2024/0823/cf_volatility_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:12 [INFO] Writing [5131] [/signal/signal08/prod/2024/0823/ep_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:12 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:12 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:13 [INFO] Found [385] outliers in [7244] observations (prod: 17568 ) 2024-08-23 15:30:14 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/fmom_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/noaev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:17 [INFO] Writing [72] [/signal/signal08/prod/2024/0823/sev_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:18 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/ep_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/composite_cratio_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:19 [INFO] (prod: 17568 ) 2024-08-23 15:30:19 [INFO] Updating signal depth 20 / 45 (prod: 17568 ) 2024-08-23 15:30:19 [INFO] (prod: 17568 ) 2024-08-23 15:30:19 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rev_pct_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Writing [7468] [/signal/signal08/prod/2024/0823/value_liq_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Writing [7468] [/signal/signal08/prod/2024/0823/value_gc_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/fmom_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rev_ud_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Writing [7472] [/signal/signal08/prod/2024/0823/quality_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:30:20 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:21 [INFO] Writing [7378] [/signal/signal08/prod/2024/0823/stability_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:21 [INFO] Found [350] outliers in [5346] observations (prod: 17568 ) 2024-08-23 15:30:21 [INFO] Found [343] outliers in [5346] observations (prod: 17568 ) 2024-08-23 15:30:21 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/wtd_rev_ud_13W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:22 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/wtd_rev_pct_13W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:22 [INFO] (prod: 17568 ) 2024-08-23 15:30:22 [INFO] Updating signal depth 21 / 45 (prod: 17568 ) 2024-08-23 15:30:22 [INFO] (prod: 17568 ) 2024-08-23 15:30:22 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:22 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:22 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Found [304] outliers in [5364] observations (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Found [453] outliers in [7320] observations (prod: 17568 ) 2024-08-23 15:30:23 [INFO] Found [426] outliers in [7378] observations (prod: 17568 ) 2024-08-23 15:30:24 [INFO] Found [356] outliers in [7475] observations (prod: 17568 ) 2024-08-23 15:30:24 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/stability_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:24 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/wtd_revc_pct_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/resretw_ir_52W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_rev_pct_13W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/resretw_reversal_4W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_rev_ud_13W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Writing [5243] [/signal/signal08/prod/2024/0823/rev_ud_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:25 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:26 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:26 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:26 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:26 [INFO] Found [436] outliers in [7472] observations (prod: 17568 ) 2024-08-23 15:30:27 [INFO] Found [457] outliers in [7468] observations (prod: 17568 ) 2024-08-23 15:30:27 [INFO] Found [361] outliers in [6061] observations (prod: 17568 ) 2024-08-23 15:30:27 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/quality_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/value_liq_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:28 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/linked_rev_pct_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:29 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:29 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:30 [INFO] Found [374] outliers in [6077] observations (prod: 17568 ) 2024-08-23 15:30:30 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/linked_rev_ud_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:31 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:31 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:32 [INFO] Found [462] outliers in [7320] observations (prod: 17568 ) 2024-08-23 15:30:33 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/resretw_mom_52W_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:33 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:30:33 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:30:34 [INFO] Found [429] outliers in [7468] observations (prod: 17568 ) 2024-08-23 15:30:35 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/value_gc_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:35 [INFO] Writing [7244] [/signal/signal08/prod/2024/0823/fmom_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:35 [INFO] Writing [5242] [/signal/signal08/prod/2024/0823/rev_pct_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:36 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rev_ud_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:36 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/fmom_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/rev_pct_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Updating signal depth 22 / 45 (prod: 17568 ) 2024-08-23 15:30:37 [INFO] (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_reversal_4W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/value_gc_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_ir_52W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [5346] [/signal/signal08/prod/2024/0823/wtd_rev_ud_13W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_rev_ud_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_revc_pct_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/value_liq_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/quality_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/stability_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_rev_pct_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_mom_52W_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:37 [INFO] Writing [5346] [/signal/signal08/prod/2024/0823/wtd_rev_pct_13W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_rev_ud_13W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_rev_pct_13W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:44 [INFO] (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Updating signal depth 23 / 45 (prod: 17568 ) 2024-08-23 15:30:44 [INFO] (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Writing [7468] [/signal/signal08/prod/2024/0823/value_liq_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Writing [7320] [/signal/signal08/prod/2024/0823/resretw_ir_52W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:44 [INFO] Writing [6077] [/signal/signal08/prod/2024/0823/linked_rev_ud_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:47 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_ir_52W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:47 [INFO] Writing [7320] [/signal/signal08/prod/2024/0823/resretw_mom_52W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:50 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_mom_52W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:53 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/value_gc_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [7468] [/signal/signal08/prod/2024/0823/value_gc_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_rev_ud_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/stability_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [5468] [/signal/signal08/prod/2024/0823/revision_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [6061] [/signal/signal08/prod/2024/0823/linked_rev_pct_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:54 [INFO] Writing [5364] [/signal/signal08/prod/2024/0823/wtd_revc_pct_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:57 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/wtd_revc_pct_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:30:59 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linked_rev_pct_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:00 [INFO] Writing [7472] [/signal/signal08/prod/2024/0823/quality_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:00 [INFO] Writing [7378] [/signal/signal08/prod/2024/0823/stability_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:00 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/resretw_reversal_4W_score_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/quality_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:02 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/value_liq_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/resretw_reversal_4W_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Updating signal depth 24 / 45 (prod: 17568 ) 2024-08-23 15:31:04 [INFO] (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Writing [6185] [/signal/signal08/prod/2024/0823/linkage_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Writing [7337] [/signal/signal08/prod/2024/0823/neglect_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/reversal_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Writing [7424] [/signal/signal08/prod/2024/0823/momentum_composite_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Removing category variable ind_holding_companies (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:31:04 [INFO] Found [343] outliers in [5468] observations (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/revision_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:05 [INFO] (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Updating signal depth 25 / 45 (prod: 17568 ) 2024-08-23 15:31:05 [INFO] (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:05 [INFO] Removing category variable ind_investment_trusts (prod: 17568 ) 2024-08-23 15:31:06 [INFO] Found [335] outliers in [6185] observations (prod: 17568 ) 2024-08-23 15:31:06 [INFO] Found [424] outliers in [7337] observations (prod: 17568 ) 2024-08-23 15:31:06 [INFO] Found [481] outliers in [7424] observations (prod: 17568 ) 2024-08-23 15:31:06 [INFO] Found [239] outliers in [7475] observations (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/linkage_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/revision_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/neglect_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/momentum_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/reversal_neut_model_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Updating signal depth 26 / 45 (prod: 17568 ) 2024-08-23 15:31:07 [INFO] (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/momentum_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/reversal_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linkage_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/neglect_rollup_level_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:07 [INFO] Writing [5468] [/signal/signal08/prod/2024/0823/revision_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:10 [INFO] Writing [73] [/signal/signal08/prod/2024/0823/revision_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:10 [INFO] (prod: 17568 ) 2024-08-23 15:31:10 [INFO] Updating signal depth 27 / 45 (prod: 17568 ) 2024-08-23 15:31:10 [INFO] (prod: 17568 ) 2024-08-23 15:31:11 [INFO] Writing [7337] [/signal/signal08/prod/2024/0823/neglect_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:11 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/reversal_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:11 [INFO] Writing [6185] [/signal/signal08/prod/2024/0823/linkage_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:11 [INFO] Writing [7424] [/signal/signal08/prod/2024/0823/momentum_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/neglect_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/reversal_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:16 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/momentum_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/linkage_rollup_tss_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Updating signal depth 28 / 45 (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/alpha_theme_frame_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Updating signal depth 29 / 45 (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/regression_design_facret_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:17 [INFO] Updating signal depth 30 / 45 (prod: 17568 ) 2024-08-23 15:31:17 [INFO] (prod: 17568 ) 2024-08-23 15:31:18 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:18 [INFO] Removing category variable ind_reits (prod: 17568 ) 2024-08-23 15:31:18 [INFO] Found [390] outliers in [7459] observations (prod: 17568 ) 2024-08-23 15:31:18 [INFO] Found [370] outliers in [7464] observations (prod: 17568 ) 2024-08-23 15:31:19 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/country_rollup_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/regression_model_facretw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:19 [INFO] Writing [6] [/signal/signal08/prod/2024/0823/regression_model_facretd_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:19 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/size_rollup_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:20 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/industry_rollup_20240823_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:20 [INFO] (prod: 17568 ) 2024-08-23 15:31:20 [INFO] Updating signal depth 32 / 45 (prod: 17568 ) 2024-08-23 15:31:20 [INFO] (prod: 17568 ) 2024-08-23 15:31:24 [INFO] Writing [2] [/signal/signal08/prod/2024/0823/specific_risk_empirical_facretw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:24 [INFO] (prod: 17568 ) 2024-08-23 15:31:24 [INFO] Updating signal depth 35 / 45 (prod: 17568 ) 2024-08-23 15:31:24 [INFO] (prod: 17568 ) 2024-08-23 15:31:32 [INFO] Writing [7] [/signal/signal08/prod/2024/0823/risk_model_facretw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:32 [INFO] (prod: 17568 ) 2024-08-23 15:31:32 [INFO] Updating signal depth 36 / 45 (prod: 17568 ) 2024-08-23 15:31:32 [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: 17568 ) 2024-08-23 15:31:33 [INFO] Writing [10] [/signal/signal08/prod/2024/0823/optimal_theme_weights_facretw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:33 [INFO] (prod: 17568 ) 2024-08-23 15:31:33 [INFO] Updating signal depth 38 / 45 (prod: 17568 ) 2024-08-23 15:31:33 [INFO] (prod: 17568 ) 2024-08-23 15:31:34 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/alpha_frame_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:35 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/country_alpha_scale_raw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:35 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/size_alpha_scale_raw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:35 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/industry_alpha_scale_raw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:35 [INFO] Writing [10] [/signal/signal08/prod/2024/0823/trading_alpha_theme_exposure_bounds_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:35 [INFO] (prod: 17568 ) 2024-08-23 15:31:35 [INFO] Updating signal depth 39 / 45 (prod: 17568 ) 2024-08-23 15:31:35 [INFO] (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/country_alpha_scale_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/size_alpha_scale_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/industry_alpha_scale_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Updating signal depth 40 / 45 (prod: 17568 ) 2024-08-23 15:31:36 [INFO] (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/industry_alpha_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/size_alpha_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [18864] [/signal/signal08/prod/2024/0823/country_alpha_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:36 [INFO] Writing [6332] [/signal/signal08/prod/2024/0823/cp_stock_selection_alpha_score_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:37 [INFO] Writing [74] [/signal/signal08/prod/2024/0823/realized_category_alpha_scale_frame_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:37 [INFO] (prod: 17568 ) 2024-08-23 15:31:37 [INFO] Updating signal depth 41 / 45 (prod: 17568 ) 2024-08-23 15:31:37 [INFO] (prod: 17568 ) 2024-08-23 15:31:37 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/stock_selection_alpha_scale_raw_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:41 [INFO] Writing [75] [/signal/signal08/prod/2024/0823/category_alpha_scale_frame_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:41 [INFO] (prod: 17568 ) 2024-08-23 15:31:41 [INFO] Updating signal depth 42 / 45 (prod: 17568 ) 2024-08-23 15:31:41 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Writing [19600] [/signal/signal08/prod/2024/0823/category_alpha_scale_cisb_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Updating signal depth 43 / 45 (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Writing [1] [/signal/signal08/prod/2024/0823/stock_selection_alpha_scale_hybrid_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Updating signal depth 44 / 45 (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/stock_selection_alpha_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Updating signal depth 45 / 45 (prod: 17568 ) 2024-08-23 15:31:42 [INFO] (prod: 17568 ) 2024-08-23 15:31:42 [INFO] Writing [7475] [/signal/signal08/prod/2024/0823/alpha_20240823_model_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:31:55 [INFO] Writing [103070] [/signal/signal00/prod/univariate_analysis_block_frame_static_static_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:32:16 [INFO] Writing [142541] [/signal/signal04/prod/2024/0430/univariate_analysis_block_frame_monthly_20240430_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:32:43 [INFO] Writing [149607] [/signal/signal05/prod/2024/0531/univariate_analysis_block_frame_monthly_20240531_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:33:03 [INFO] Writing [129566] [/signal/signal06/prod/2024/0628/univariate_analysis_block_frame_monthly_20240628_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:33:29 [INFO] Writing [147564] [/signal/signal07/prod/2024/0731/univariate_analysis_block_frame_monthly_20240731_univ_asia_v1.plz4]... (prod: 17568 ) 2024-08-23 15:33:33 [INFO] Completed alphagen...