def make_pipeline():
fd = Fundamentals()
td = TransactionData()
sectors = NASDAQSectorCodes()
ipos = NASDAQIPO()
return Pipeline(
columns={
'marketcap': fd.marketcap,
'liabilities': fd.liabilities,
'revenue': fd.revenue,
'eps': fd.eps,
'rnd': fd.rnd,
'netinc': fd.netinc,
'pe': fd.pe,
'ipoyear': ipos,
'yoy_sales': fd.yoy_sales,
'qoq_earnings': fd.qoq_earnings,
'sector': sectors,
# 'filingdate': td.Date,
'sharesownedbeforetransaction': td.sharesownedbeforetransaction,
'transactionshares': td.transactionshares,
'sharesownedfollowingtransaction':
td.sharesownedfollowingtransaction,
# 'pctSharesBotSld': td.pctSharesBotSld,
# 'dDiffInt': td.dDiffInt
}, )
def make_pipeline():
rsi = RSI()
fd = Fundamentals()
sectors = NASDAQSectorCodes()
return Pipeline(
columns={
'longs': rsi.top(3),
'shorts': rsi.bottom(3),
'ROE': fd.ROE_ART,
# 'CAPEX': fd.CAPEX_MRQ,
'sector': sectors,
}, )
def make_pipeline():
fd = Fundamentals()
sectors = NASDAQSectorCodes()
ipos = NASDAQIPO()
return Pipeline(columns={
'marketcap': fd.marketcap,
'liabilities': fd.liabilities,
'revenue': fd.revenue,
'eps': fd.eps,
'rnd': fd.rnd,
'netinc': fd.netinc,
'pe': fd.pe,
'ipoyear': ipos,
'yoy_sales': fd.yoy_sales,
'qoq_earnings': fd.qoq_earnings,
'sector': sectors
}, )
def make_pipeline():
fd = Fundamentals()
sectors = NASDAQSectorCodes()
ipos = NASDAQIPO()
return Pipeline(
columns={
'marketcap': fd.marketcap,
'liabilities': fd.liabilities,
'revenue': fd.revenue,
'eps': fd.eps,
'rnd': fd.rnd,
'netinc': fd.netinc,
'pe': fd.pe,
'ipoyear': ipos,
'yoy_sales': fd.yoy_sales,
'qoq_earnings': fd.qoq_earnings,
'sector': sectors,
'fcf': fd.fcf,
'pb': fd.pb,
'assets': fd.assets,
'cor': fd.cor,
'currentratio': fd.currentratio,
'de': fd.de,
'ebitda': fd.ebitda,
'ebt': fd.ebt,
'grossmargin': fd.grossmargin,
'inventory': fd.inventory,
'ncf': fd.ncf,
'netmargin': fd.netmargin,
'opex': fd.opex,
'payables': fd.payables,
'payoutratio': fd.payoutratio,
'receivables': fd.receivables,
'roa': fd.roa,
'roe': fd.roe,
'sgna': fd.sgna,
'taxassets': fd.taxassets,
'taxliabilities': fd.taxliabilities,
'workingcapital': fd.workingcapital,
'capex': fd.capex
},
)