Skip to content
Projects
Groups
Snippets
Help
Loading...
Help
Submit feedback
Sign in
Toggle navigation
A
alpha-mind
Project
Project
Details
Activity
Releases
Cycle Analytics
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Charts
Issues
0
Issues
0
List
Board
Labels
Milestones
Merge Requests
0
Merge Requests
0
CI / CD
CI / CD
Pipelines
Jobs
Schedules
Charts
Wiki
Wiki
Snippets
Snippets
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Charts
Create a new issue
Jobs
Commits
Issue Boards
Open sidebar
Dr.李
alpha-mind
Commits
65c88236
Commit
65c88236
authored
Aug 30, 2017
by
Dr.李
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
more efficiently get data
parent
85b8d68d
Changes
3
Expand all
Hide whitespace changes
Inline
Side-by-side
Showing
3 changed files
with
654 additions
and
61 deletions
+654
-61
models.py
alphamind/data/dbmodel/models.py
+564
-7
sqlengine.py
alphamind/data/engines/sqlengine.py
+82
-52
create_view.sql
scripts/create_view.sql
+8
-2
No files found.
alphamind/data/dbmodel/models.py
View file @
65c88236
This diff is collapsed.
Click to expand it.
alphamind/data/engines/sqlengine.py
View file @
65c88236
This diff is collapsed.
Click to expand it.
scripts/create_view.sql
View file @
65c88236
...
...
@@ -30,8 +30,14 @@ create MATERIALIZED VIEW full_factor_view as SELECT m."trade_date",m."code",m."s
u
.
"AccountsPayablesTDays"
,
u
.
"AccountsPayablesTRate"
,
u
.
"AdminiExpenseRate"
,
u
.
"ARTDays"
,
u
.
"ARTRate"
,
u
.
"ASSI"
,
u
.
"BLEV"
,
u
.
"BondsPayableToAsset"
,
u
.
"CashRateOfSales"
,
u
.
"CashToCurrentLiability"
,
u
.
"CMRA"
,
u
.
"CTOP"
,
u
.
"CTP5"
,
u
.
"CurrentAssetsRatio"
,
u
.
"CurrentAssetsTRate"
,
u
.
"CurrentRatio"
,
u
.
"DAVOL10"
,
u
.
"DAVOL20"
,
u
.
"DAVOL5"
,
u
.
"DDNBT"
,
u
.
"DDNCR"
,
u
.
"DDNSR"
,
u
.
"DebtEquityRatio"
,
u
.
"DebtsAssetRatio"
,
u
.
"DHILO"
,
u
.
"DilutedEPS"
,
u
.
"DVRAT"
,
u
.
"EBITToTOR"
,
u
.
"EGRO"
,
u
.
"EMA10"
,
u
.
"EMA120"
,
u
.
"EMA20"
,
u
.
"EMA5"
,
u
.
"EMA60"
,
u
.
"EPS"
,
u
.
"EquityFixedAssetRatio"
,
u
.
"EquityToAsset"
,
u
.
"EquityTRate"
,
u
.
"ETOP"
,
u
.
"ETP5"
,
u
.
"FinancialExpenseRate"
,
u
.
"FinancingCashGrowRate"
,
u
.
"FixAssetRatio"
,
u
.
"FixedAssetsTRate"
,
u
.
"GrossIncomeRatio"
,
u
.
"HBETA"
,
u
.
"HSIGMA"
,
u
.
"IntangibleAssetRatio"
,
u
.
"InventoryTDays"
,
u
.
"InventoryTRate"
,
u
.
"InvestCashGrowRate"
,
u
.
"LCAP"
,
u
.
"LFLO"
,
u
.
"LongDebtToAsset"
,
u
.
"LongDebtToWorkingCapital"
,
u
.
"LongTermDebtToAsset"
,
u
.
"MA10"
,
u
.
"MA120"
,
u
.
"MA20"
,
u
.
"MA5"
,
u
.
"MA60"
,
u
.
"MAWVAD"
,
u
.
"MFI"
,
u
.
"MLEV"
,
u
.
"NetAssetGrowRate"
,
u
.
"NetProfitGrowRate"
,
u
.
"NetProfitRatio"
,
u
.
"NOCFToOperatingNI"
,
u
.
"NonCurrentAssetsRatio"
,
u
.
"NPParentCompanyGrowRate"
,
u
.
"NPToTOR"
,
u
.
"OperatingExpenseRate"
,
u
.
"OperatingProfitGrowRate"
,
u
.
"OperatingProfitRatio"
,
u
.
"OperatingProfitToTOR"
,
u
.
"OperatingRevenueGrowRate"
,
u
.
"OperCashGrowRate"
,
u
.
"OperCashInToCurrentLiability"
,
u
.
"PB"
,
u
.
"PCF"
,
u
.
"PE"
,
u
.
"PS"
,
u
.
"PSY"
,
u
.
"QuickRatio"
,
u
.
"REVS10"
,
u
.
"REVS20"
,
u
.
"REVS5"
,
u
.
"ROA"
,
u
.
"ROA5"
,
u
.
"ROE"
,
u
.
"ROE5"
,
u
.
"RSI"
,
u
.
"RSTR12"
,
u
.
"RSTR24"
,
u
.
"SalesCostRatio"
,
u
.
"SaleServiceCashToOR"
,
u
.
"SUE"
,
u
.
"TaxRatio"
,
u
.
"TOBT"
,
u
.
"TotalAssetGrowRate"
,
u
.
"TotalAssetsTRate"
,
u
.
"TotalProfitCostRatio"
,
u
.
"TotalProfitGrowRate"
,
u
.
"VOL10"
,
u
.
"VOL120"
,
u
.
"VOL20"
,
u
.
"VOL240"
,
u
.
"VOL5"
,
u
.
"VOL60"
,
u
.
"WVAD"
,
u
.
"REC"
,
u
.
"DAREC"
,
u
.
"GREC"
,
u
.
"FY12P"
,
u
.
"DAREV"
,
u
.
"GREV"
,
u
.
"SFY12P"
,
u
.
"DASREV"
,
u
.
"GSREV"
,
u
.
"FEARNG"
,
u
.
"FSALESG"
,
u
.
"TA2EV"
,
u
.
"CFO2EV"
,
u
.
"ACCA"
,
u
.
"DEGM"
,
u
.
"SUOI"
,
u
.
"EARNMOM"
,
u
.
"FiftyTwoWeekHigh"
,
u
.
"Volatility"
,
u
.
"Skewness"
,
u
.
"ILLIQUIDITY"
,
u
.
"BackwardADJ"
,
u
.
"MACD"
,
u
.
"ADTM"
,
u
.
"ATR14"
,
u
.
"ATR6"
,
u
.
"BIAS10"
,
u
.
"BIAS20"
,
u
.
"BIAS5"
,
u
.
"BIAS60"
,
u
.
"BollDown"
,
u
.
"BollUp"
,
u
.
"CCI10"
,
u
.
"CCI20"
,
u
.
"CCI5"
,
u
.
"CCI88"
,
u
.
"KDJ_K"
,
u
.
"KDJ_D"
,
u
.
"KDJ_J"
,
u
.
"ROC6"
,
u
.
"ROC20"
,
u
.
"SBM"
,
u
.
"STM"
,
u
.
"UpRVI"
,
u
.
"DownRVI"
,
u
.
"RVI"
,
u
.
"SRMI"
,
u
.
"ChandeSD"
,
u
.
"ChandeSU"
,
u
.
"CMO"
,
u
.
"DBCD"
,
u
.
"ARC"
,
u
.
"OBV"
,
u
.
"OBV6"
,
u
.
"OBV20"
,
u
.
"TVMA20"
,
u
.
"TVMA6"
,
u
.
"TVSTD20"
,
u
.
"TVSTD6"
,
u
.
"VDEA"
,
u
.
"VDIFF"
,
u
.
"VEMA10"
,
u
.
"VEMA12"
,
u
.
"VEMA26"
,
u
.
"VEMA5"
,
u
.
"VMACD"
,
u
.
"VOSC"
,
u
.
"VR"
,
u
.
"VROC12"
,
u
.
"VROC6"
,
u
.
"VSTD10"
,
u
.
"VSTD20"
,
u
.
"KlingerOscillator"
,
u
.
"MoneyFlow20"
,
u
.
"AD"
,
u
.
"AD20"
,
u
.
"AD6"
,
u
.
"CoppockCurve"
,
u
.
"ASI"
,
u
.
"ChaikinOscillator"
,
u
.
"ChaikinVolatility"
,
u
.
"EMV14"
,
u
.
"EMV6"
,
u
.
"plusDI"
,
u
.
"minusDI"
,
u
.
"ADX"
,
u
.
"ADXR"
,
u
.
"Aroon"
,
u
.
"AroonDown"
,
u
.
"AroonUp"
,
u
.
"DEA"
,
u
.
"DIFF"
,
u
.
"DDI"
,
u
.
"DIZ"
,
u
.
"DIF"
,
u
.
"MTM"
,
u
.
"MTMMA"
,
u
.
"PVT"
,
u
.
"PVT6"
,
u
.
"PVT12"
,
u
.
"TRIX5"
,
u
.
"TRIX10"
,
u
.
"UOS"
,
u
.
"MA10RegressCoeff12"
,
u
.
"MA10RegressCoeff6"
,
u
.
"PLRC6"
,
u
.
"PLRC12"
,
u
.
"SwingIndex"
,
u
.
"Ulcer10"
,
u
.
"Ulcer5"
,
u
.
"Hurst"
,
u
.
"ACD6"
,
u
.
"ACD20"
,
u
.
"EMA12"
,
u
.
"EMA26"
,
u
.
"APBMA"
,
u
.
"BBI"
,
u
.
"BBIC"
,
u
.
"TEMA10"
,
u
.
"TEMA5"
,
u
.
"MA10Close"
,
u
.
"AR"
,
u
.
"BR"
,
u
.
"ARBR"
,
u
.
"CR20"
,
u
.
"MassIndex"
,
u
.
"BearPower"
,
u
.
"BullPower"
,
u
.
"Elder"
,
u
.
"NVI"
,
u
.
"PVI"
,
u
.
"RC12"
,
u
.
"RC24"
,
u
.
"JDQS20"
,
u
.
"Variance20"
,
u
.
"Variance60"
,
u
.
"Variance120"
,
u
.
"Kurtosis20"
,
u
.
"Kurtosis60"
,
u
.
"Kurtosis120"
,
u
.
"Alpha20"
,
u
.
"Alpha60"
,
u
.
"Alpha120"
,
u
.
"Beta20"
,
u
.
"Beta60"
,
u
.
"Beta120"
,
u
.
"SharpeRatio20"
,
u
.
"SharpeRatio60"
,
u
.
"SharpeRatio120"
,
u
.
"TreynorRatio20"
,
u
.
"TreynorRatio60"
,
u
.
"TreynorRatio120"
,
u
.
"InformationRatio20"
,
u
.
"InformationRatio60"
,
u
.
"InformationRatio120"
,
u
.
"GainVariance20"
,
u
.
"GainVariance60"
,
u
.
"GainVariance120"
,
u
.
"LossVariance20"
,
u
.
"LossVariance60"
,
u
.
"LossVariance120"
,
u
.
"GainLossVarianceRatio20"
,
u
.
"GainLossVarianceRatio60"
,
u
.
"GainLossVarianceRatio120"
,
u
.
"RealizedVolatility"
,
u
.
"REVS60"
,
u
.
"REVS120"
,
u
.
"REVS250"
,
u
.
"REVS750"
,
u
.
"REVS5m20"
,
u
.
"REVS5m60"
,
u
.
"REVS5Indu1"
,
u
.
"REVS20Indu1"
,
u
.
"Volumn1M"
,
u
.
"Volumn3M"
,
u
.
"Price1M"
,
u
.
"Price3M"
,
u
.
"Price1Y"
,
u
.
"Rank1M"
,
u
.
"CashDividendCover"
,
u
.
"DividendCover"
,
u
.
"DividendPaidRatio"
,
u
.
"RetainedEarningRatio"
,
u
.
"CashEquivalentPS"
,
u
.
"DividendPS"
,
u
.
"EPSTTM"
,
u
.
"NetAssetPS"
,
u
.
"TORPS"
,
u
.
"TORPSLatest"
,
u
.
"OperatingRevenuePS"
,
u
.
"OperatingRevenuePSLatest"
,
u
.
"OperatingProfitPS"
,
u
.
"OperatingProfitPSLatest"
,
u
.
"CapitalSurplusFundPS"
,
u
.
"SurplusReserveFundPS"
,
u
.
"UndividedProfitPS"
,
u
.
"RetainedEarningsPS"
,
u
.
"OperCashFlowPS"
,
u
.
"CashFlowPS"
,
u
.
"NetNonOIToTP"
,
u
.
"NetNonOIToTPLatest"
,
u
.
"PeriodCostsRate"
,
u
.
"InterestCover"
,
u
.
"NetProfitGrowRate3Y"
,
u
.
"NetProfitGrowRate5Y"
,
u
.
"OperatingRevenueGrowRate3Y"
,
u
.
"OperatingRevenueGrowRate5Y"
,
u
.
"NetCashFlowGrowRate"
,
u
.
"NetProfitCashCover"
,
u
.
"OperCashInToAsset"
,
u
.
"CashConversionCycle"
,
u
.
"OperatingCycle"
,
u
.
"PEG3Y"
,
u
.
"PEG5Y"
,
u
.
"PEIndu"
,
u
.
"PBIndu"
,
u
.
"PSIndu"
,
u
.
"PCFIndu"
,
u
.
"PEHist20"
,
u
.
"PEHist60"
,
u
.
"PEHist120"
,
u
.
"PEHist250"
,
u
.
"StaticPE"
,
u
.
"ForwardPE"
,
u
.
"EnterpriseFCFPS"
,
u
.
"ShareholderFCFPS"
,
u
.
"ROEDiluted"
,
u
.
"ROEAvg"
,
u
.
"ROEWeighted"
,
u
.
"ROECut"
,
u
.
"ROECutWeighted"
,
u
.
"ROIC"
,
u
.
"ROAEBIT"
,
u
.
"ROAEBITTTM"
,
u
.
"OperatingNIToTP"
,
u
.
"OperatingNIToTPLatest"
,
u
.
"InvestRAssociatesToTP"
,
u
.
"InvestRAssociatesToTPLatest"
,
u
.
"NPCutToNP"
,
u
.
"SuperQuickRatio"
,
u
.
"TSEPToInterestBearDebt"
,
u
.
"DebtTangibleEquityRatio"
,
u
.
"TangibleAToInteBearDebt"
,
u
.
"TangibleAToNetDebt"
,
u
.
"NOCFToTLiability"
,
u
.
"NOCFToInterestBearDebt"
,
u
.
"NOCFToNetDebt"
,
u
.
"TSEPToTotalCapital"
,
u
.
"InteBearDebtToTotalCapital"
,
u
.
"NPParentCompanyCutYOY"
,
u
.
"SalesServiceCashToORLatest"
,
u
.
"CashRateOfSalesLatest"
,
u
.
"NOCFToOperatingNILatest"
,
u
.
"TotalAssets"
,
u
.
"MktValue"
,
u
.
"NegMktValue"
,
u
.
"TEAP"
,
u
.
"NIAP"
,
u
.
"TotalFixedAssets"
,
u
.
"IntFreeCL"
,
u
.
"IntFreeNCL"
,
u
.
"IntCL"
,
u
.
"IntDebt"
,
u
.
"NetDebt"
,
u
.
"NetTangibleAssets"
,
u
.
"WorkingCapital"
,
u
.
"NetWorkingCapital"
,
u
.
"TotalPaidinCapital"
,
u
.
"RetainedEarnings"
,
u
.
"OperateNetIncome"
,
u
.
"ValueChgProfit"
,
u
.
"NetIntExpense"
,
u
.
"EBIT"
,
u
.
"EBITDA"
,
u
.
"EBIAT"
,
u
.
"NRProfitLoss"
,
u
.
"NIAPCut"
,
u
.
"FCFF"
,
u
.
"FCFE"
,
u
.
"DA"
,
u
.
"TRevenueTTM"
,
u
.
"TCostTTM"
,
u
.
"RevenueTTM"
,
u
.
"CostTTM"
,
u
.
"GrossProfitTTM"
,
u
.
"SalesExpenseTTM"
,
u
.
"AdminExpenseTTM"
,
u
.
"FinanExpenseTTM"
,
u
.
"AssetImpairLossTTM"
,
u
.
"NPFromOperatingTTM"
,
u
.
"NPFromValueChgTTM"
,
u
.
"OperateProfitTTM"
,
u
.
"NonOperatingNPTTM"
,
u
.
"TProfitTTM"
,
u
.
"NetProfitTTM"
,
u
.
"NetProfitAPTTM"
,
u
.
"SaleServiceRenderCashTTM"
,
u
.
"NetOperateCFTTM"
,
u
.
"NetInvestCFTTM"
,
u
.
"NetFinanceCFTTM"
,
u
.
"GrossProfit"
,
u
.
"Beta252"
,
u
.
"RSTR504"
,
u
.
"EPIBS"
,
u
.
"CETOP"
,
u
.
"DASTD"
,
u
.
"CmraCNE5"
,
u
.
"HsigmaCNE5"
,
u
.
"SGRO"
,
u
.
"EgibsLong"
,
u
.
"STOM"
,
u
.
"STOQ"
,
u
.
"STOA"
,
u
.
"NLSIZE"
,
l
.
"ROEAfterNonRecurring"
,
l
.
"EPSAfterNonRecurring"
,
l
.
"EODPrice"
,
l
.
"LogFloatCap"
,
l
.
"BPS"
,
l
.
"SPS"
,
l
.
"DebtToAsset"
,
l
.
"DROEAfterNonRecurring"
,
l
.
"LogTotalCap"
,
l
.
"BP"
,
l
.
"SP"
,
l
.
"EPAfterNonRecurring"
,
l
.
"DivToB"
,
l
.
"DivP"
,
l
.
"EBITToSales"
,
l
.
"EBITAToSales"
,
l
.
"EVToSales"
,
l
.
"EVToEBIT"
,
l
.
"EVToEBITDA"
,
l
.
"EVToNOPLAT"
,
l
.
"EVToIC"
,
l
.
"FCFFPS"
,
l
.
"FCFFToEarningAfterNonRecurring"
,
l
.
"FCFFP"
,
l
.
"ProfitToAsset"
,
l
.
"GrossProfitRatio"
,
l
.
"LATO"
,
l
.
"FATO"
,
l
.
"TATO"
,
l
.
"EquityTO"
,
l
.
"PayableTO"
,
l
.
"RecievableTO"
,
l
.
"RevenueGrowth"
,
l
.
"GrossProfitGrowth"
,
l
.
"NetProfitGrowth"
,
l
.
"GrossCFToRevenue"
,
l
.
"CFToRevenue"
,
l
.
"CFToProfit"
,
l
.
"CFToAsset"
,
l
.
"GrossCFGrowth"
,
l
.
"CFGrowth"
,
l
.
"ICFGrowth"
,
l
.
"AveAmount60"
,
l
.
"PeriodReturn60"
,
l
.
"AmountRatio60to250"
,
l
.
"CFPS"
,
l
.
"CFP"
,
l
.
"NetCFGrowth"
,
l
.
"NetCFGrowthP"
,
l
.
"NetCash"
,
l
.
"NetCashP"
,
l
.
"BVPSGrowth"
,
l
.
"EquityPSGrowth"
,
l
.
"WholeSales"
,
l
.
"WholeProfitAfterNonRecurring"
,
l
.
"ExpenseRatio"
,
l
.
"AcidTestRatio"
,
l
.
"TimeInterestEarnedRatio"
,
l
.
"DepositReceivedVsSale"
,
l
.
"DebtRatioExcemptDepRec"
,
l
.
"SNBARatio"
,
t
.
"CFinc1"
,
t
.
"BDTO"
,
t
.
"RVOL"
,
t
.
"CHV"
,
t
.
"VAL"
,
r
.
"BETA"
,
r
.
"MOMENTUM"
,
r
.
"SIZE"
,
r
.
"EARNYILD"
,
r
.
"RESVOL"
,
r
.
"GROWTH"
,
r
.
"BTOP"
,
r
.
"LEVERAGE"
,
r
.
"LIQUIDTY"
,
r
.
"SIZENL"
,
r
.
"Bank"
,
r
.
"RealEstate"
,
r
.
"Health"
,
r
.
"Transportation"
,
r
.
"Mining"
,
r
.
"NonFerMetal"
,
r
.
"HouseApp"
,
r
.
"LeiService"
,
r
.
"MachiEquip"
,
r
.
"BuildDeco"
,
r
.
"CommeTrade"
,
r
.
"CONMAT"
,
r
.
"Auto"
,
r
.
"Textile"
,
r
.
"FoodBever"
,
r
.
"Electronics"
,
r
.
"Computer"
,
r
.
"LightIndus"
,
r
.
"Utilities"
,
r
.
"Telecom"
,
r
.
"AgriForest"
,
r
.
"CHEM"
,
r
.
"Media"
,
r
.
"IronSteel"
,
r
.
"NonBankFinan"
,
r
.
"ELECEQP"
,
r
.
"AERODEF"
,
r
.
"Conglomerates"
,
r
.
"COUNTRY"
r
.
"BETA"
,
r
.
"MOMENTUM"
,
r
.
"SIZE"
,
r
.
"EARNYILD"
,
r
.
"RESVOL"
,
r
.
"GROWTH"
,
r
.
"BTOP"
,
r
.
"LEVERAGE"
,
r
.
"LIQUIDTY"
,
r
.
"SIZENL"
,
r
.
"Bank"
,
r
.
"RealEstate"
,
r
.
"Health"
,
r
.
"Transportation"
,
r
.
"Mining"
,
r
.
"NonFerMetal"
,
r
.
"HouseApp"
,
r
.
"LeiService"
,
r
.
"MachiEquip"
,
r
.
"BuildDeco"
,
r
.
"CommeTrade"
,
r
.
"CONMAT"
,
r
.
"Auto"
,
r
.
"Textile"
,
r
.
"FoodBever"
,
r
.
"Electronics"
,
r
.
"Computer"
,
r
.
"LightIndus"
,
r
.
"Utilities"
,
r
.
"Telecom"
,
r
.
"AgriForest"
,
r
.
"CHEM"
,
r
.
"Media"
,
r
.
"IronSteel"
,
r
.
"NonBankFinan"
,
r
.
"ELECEQP"
,
r
.
"AERODEF"
,
r
.
"Conglomerates"
,
r
.
"COUNTRY"
,
s1
.
"SRISK"
as
d_srisk
,
s2
.
"SRISK"
as
s_srisk
,
s3
.
"SRISK"
as
l_srisk
FROM
market
AS
m
left
join
uqer
AS
u
on
m
.
trade_date
=
u
.
trade_date
and
m
.
code
=
u
.
code
inner
join
risk_exposure
AS
r
on
m
.
trade_date
=
r
.
trade_date
and
m
.
code
=
r
.
code
inner
join
specific_risk_day
as
s1
on
m
.
trade_date
=
s1
.
trade_date
and
m
.
code
=
s1
.
code
inner
join
specific_risk_short
as
s2
on
m
.
trade_date
=
s2
.
trade_date
and
m
.
code
=
s2
.
code
inner
join
specific_risk_long
as
s3
on
m
.
trade_date
=
s3
.
trade_date
and
m
.
code
=
s3
.
code
left
join
legacy_factor
as
l
on
m
.
trade_date
=
l
.
trade_date
and
m
.
code
=
l
.
code
left
join
tiny
as
t
on
m
.
trade_date
=
t
.
trade_date
and
m
.
code
=
t
.
code
\ No newline at end of file
left
join
tiny
as
t
on
m
.
trade_date
=
t
.
trade_date
and
m
.
code
=
t
.
code
create
UNIQUE
index
on
MATERIALIZED
(
trade_date
,
code
)
\ No newline at end of file
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment