initial support for pack expr

This commit is contained in:
2022-10-14 20:36:09 +08:00
parent 826c156d9f
commit 169b55a679
14 changed files with 158 additions and 180 deletions
-112
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@@ -1,112 +0,0 @@
FUNCTION
execStrategy ( alloc , mavgday , mavgmonth , px ) {
buySignal := mavgday > mavgmonth ;
f := a + b ;
alloc * prd (
CASE maxs ( buySignal )
WHEN TRUE THEN
CASE buySignal
WHEN TRUE THEN 1 / px
ELSE px
END
ELSE 1
END )
}
FUNCTION covariance (x , y ) {
xmean := avg (x) ;
ymean := avg (y) ;
avg (( x - xmean ) * (y - ymean ))
}
FUNCTION sd ( x) {
sqrt ( covariance (x , x) )
}
FUNCTION pairCorr (x , y ) {
covariance (x , y ) / ( sd (x) * sd (y ))
}
<k>
`
p:5
q:2
phi:(p+1)?1.
theta:q?1.
"p q phi theta"
p
q
phi
theta
l:()
e:()
`
L1:10?20
Le1:10?2.
L2:3?20
Le2:3?2.
"L1 Le1 L2 Le2"
L1
Le1
L2
Le2
`
"Add L1, then predict"
l:l,L1
e:e,Le1
predict:(phi(0)) + (sum ({[x](phi(x+1)) * (l(((#l)-1)-x))}[!p])) - (sum ({[x](theta(x)) * (e(((#e)-1)-x))}[!q]))
predict
`
"Add L2, then predict"
l:l,L2
e:e,Le2
predict:(phi(0)) + (sum ({[x](phi(x+1)) * (l(((#l)-1)-x))}[!p])) - (sum ({[x](theta(x)) * (e(((#e)-1)-x))}[!q]))
predict
</k>
WITH
Target (Id , TradeDate , ClosePrice ) AS
( SELECT
Id , TradeDate , ClosePrice
FROM price
WHERE Id IN stock10 AND
TradeDate >= startYear10 AND
TradeDate <= startYear10 + 365 * 10),
weekly (Id , bucket , name , low , high , mean ) AS
( SELECT
Id ,
timeBucket ,
" weekly " ,
min ( ClosePrice ) ,
max ( ClosePrice ) ,
avg ( ClosePrice )
FROM Target
GROUP BY Id , getWeek ( TradeDate ) as
timeBucket ),
monthly ( Id , bucket , name , low , high , mean ) AS
( SELECT
Id ,
timeBucket ,
" monthly " ,
min ( ClosePrice ) ,
max ( ClosePrice ) ,
avg ( ClosePrice )
FROM Target
GROUP BY Id , getMonth ( TradeDate ) as
timeBucket ),
yearly (Id , bucket , name , low , high , mean ) AS
( SELECT
Id ,
timeBucket ,
" yearly " ,
min ( ClosePrice ) ,
max ( ClosePrice ) ,
avg ( ClosePrice )
FROM Target
GROUP BY Id , getYear ( TradeDate ) as
timeBucket )
SELECT
Id , bucket , name , low , high , mean
FROM
CONCATENATE ( weekly , monthly , yearly )
ASSUMING ASC Id , ASC name , ASC bucket
-14
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@@ -1,14 +0,0 @@
AGGREGATION FUNCTION covariances(x, y, w){
static xmeans := 0., ymeans := 0., cnt := 0;
if (cnt < w)
{
xmeans += x;
ymeans += y;
cnt+=1;
}
else {
xmeans += (x - x.vec[cnt - w]) / w;
ymeans += (y - y.vec[cnt - w]) / w;
}
avg (( x.vec(x.len-w, x.len) - xmeans ) * (y.vec(y.len - w, y.len) - ymeans ))
}
-32
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@@ -1,32 +0,0 @@
AGGREGATION FUNCTION covariances2(x, y, w){
xmeans := 0.;
ymeans := 0.;
l := _builtin_len;
if (w > l)
w := l;
elif (w > l + 2)
{
l := 3;
w := 4;
}
elif(w < 99){
l := 8;
}
elif(w<999)
w := 6;
else
l := l / 2;
for (i := 0, j:= 0; i < w; i := i+1) {
xmeans += x[i];
ymeans += y[i];
_builtin_ret[i] := avg (( x(l-w, l) - xmeans ) * (y(l - w, l) - ymeans ));
}
for (i := 0; i < l; i += 1)
{
xmeans += (x[i] - x[i - w]) / w;
ymeans += (y[i] - y[i - w]) / w;
_builtin_ret[i] := avg (( x(l-w, l) - xmeans ) * (y(l - w, l) - ymeans ));
}
Null
}