def ticket(self):
end = datetime.now()
start = datetime(end.year, end.month, end.day)
list = self.stock
dfall = data.DataReader(f'{list}',
data_source="yahoo",
start=start_year,
end=end)
try:
dfM = data.DataReader(f'{list}',
data_source="yahoo",
start=monthly,
end=end)
except ValueError:
dfM = data.DataReader(f'{list}',
data_source="yahoo",
start=start_year,
end=end)
try:
preM = data.DataReader(f'{list}',
data_source="yahoo",
start=prevm,
end=endvm)
except ValueError:
preM = data.DataReader(f'{list}',
data_source="yahoo",
start=start_year,
end=end)
list = list.replace('.bk', '')
st = checkmarket(code)
stock = f'{list}'
list = list.upper()
try:
Close = float(st[1])
except ValueError:
Close = dfall['Close'].iloc[-1]
Close = '%.2f' % Close
OpenD = dfall['Open'].iloc[-1]
OpenD = '%.2f' % OpenD
try:
today_chg = float(st[2])
except ValueError:
today_chg = float(dfall['Close'].iloc[-1]) - float(
dfall['Close'].iloc[-2])
today_chg = '%.2f' % today_chg
#copy dataframeY
dfall = dfall.copy()
dfall['date_id'] = (
(dfall.index.date -
dfall.index.date.min())).astype('timedelta64[D]')
dfall['date_id'] = dfall['date_id'].dt.days + 1
# high trend lineY
dfall_mod = dfall.copy()
while len(dfall_mod) > 3:
reg = linregress(
x=dfall_mod['date_id'],
y=dfall_mod['Close'],
)
dfall_mod = dfall_mod.loc[dfall_mod['Close'] > reg[0] *
dfall_mod['date_id'] +
reg[1]]
reg = linregress(
x=dfall_mod['date_id'],
y=dfall_mod['Close'],
)
dfall['high_trend'] = reg[0] * dfall['date_id'] + reg[1]
# low trend lineY
dfall_mod = dfall.copy()
while len(dfall_mod) > 3:
reg = linregress(
x=dfall_mod['date_id'],
y=dfall_mod['Close'],
)
dfall_mod = dfall_mod.loc[dfall_mod['Close'] < reg[0] *
dfall_mod['date_id'] +
reg[1]]
reg = linregress(
x=dfall_mod['date_id'],
y=dfall_mod['Close'],
)
dfall['low_trend'] = reg[0] * dfall['date_id'] + reg[1]
HpreM = preM.nlargest(1, columns='High')
HpreM = HpreM['High'].iloc[-1]
if HpreM >= 100:
HpreM = (round(HpreM / 0.5) * 0.5)
elif HpreM >= 25:
HpreM = (round(HpreM / 0.25) * 0.25)
elif HpreM >= 10:
HpreM = (round(HpreM / 0.1) * 0.1)
elif HpreM >= 5:
HpreM = (round(HpreM / 0.05) * 0.05)
else:
HpreM = (round(HpreM / 0.02) * 0.02)
HpreM = '%.2f' % HpreM
LpreM = dfM.nlargest(1, columns='High')
LpreM = LpreM['Low'].iloc[-1]
if LpreM >= 100:
LpreM = (round(LpreM / 0.5) * 0.5)
elif LpreM >= 25:
LpreM = (round(LpreM / 0.25) * 0.25)
elif LpreM >= 10:
LpreM = (round(LpreM / 0.1) * 0.1)
elif LpreM >= 5:
LpreM = (round(LpreM / 0.05) * 0.05)
else:
LpreM = (round(LpreM / 0.02) * 0.02)
LpreM = '%.2f' % LpreM
HpreMp = (
(float(Close) - float(HpreM)) / float(HpreM)) * 100
HpreMp = '%.2f' % HpreMp
max_Y = dfall.nlargest(1, columns='High')
max_Y = max_Y['High'].iloc[-1]
max_Y = '%.2f' % max_Y
dif_max = (
(float(max_Y) - float(Close)) / float(Close)) * 100
dif_max = '%.2f' % dif_max
if (stock in set50):
inline = f'SET50'
elif (stock in set100):
inline = f'SET100'
else:
inline = ' '
text_return = f'{list} \nH {HpreM} ({HpreMp}%) > {Close} ({today_chg}) \ntake profit <= {LpreM}'
linechat(text_return)
word_to_reply = str(f'{text_return}')
print(word_to_reply)
text = st[0]
price_now = str(Close)
change = str(today_chg)
chgp = str(inline)
notice = f'{max_Y} ({dif_max}%)'
start = f'{HpreM} ({HpreMp}%)'
stop = f'{LpreM}'
target = f'{OpenD}'
avg = ' '
bubbles = []
bubble = flex_stock(text, price_now, change, chgp, notice,
start, stop, target, avg)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,
data=flex_to_reply,
bot_access_key=channel_access_token)
return 'OK'
def ticket(self):
end = datetime.now()
start = datetime(end.year,end.month,end.day)
list = self.stock
dfY = data.DataReader(f'{list}', data_source="yahoo", start=yearly, end=end)
dfQ = data.DataReader(f'{list}', data_source="yahoo", start=quarter, end=end)
dfM = data.DataReader(f'{list}', data_source="yahoo", start=monthly, end=end)
list = list.replace('.bk','')
OpenY = dfY['Open'].iloc[0]
OpenY = '%.2f'%OpenY
OpenY = str(OpenY)
OpenQ = dfQ['Open'].iloc[0]
OpenQ = '%.2f'%OpenQ
OpenQ = str(OpenQ)
p_openQ = ((float(OpenQ) - float(OpenY)) / float(OpenY))*100
p_openQ = '%.2f'%p_openQ
p_openQ = str(p_openQ)
OpenM = dfM['Open'].iloc[0]
OpenM = '%.2f'%OpenM
OpenM = str(OpenM)
Close = float(f'{r[1]}')
Close = '%.2f'%Close
Close = str(Close)
barY = ((float(Close) - float(OpenY)) / float(OpenY) )*100
barY = '%.2f'%barY
barY = float(barY)
barQ = ((float(Close) - float(OpenQ)) / float(OpenQ) )*100
barQ = '%.2f'%barQ
barQ = float(barQ)
barM = ((float(Close) - float(OpenM)) / float(OpenM) )*100
barM = '%.2f'%barM
barM = float(barM)
Volume1 = dfY['Volume'].iloc[-1]
Volume2 = dfY['Volume'].iloc[-2]
Volume = (float(Volume1)+float(Volume2))/2
Volume = '%.0f'%Volume
Volume = str(Volume)
value = float(Volume) * float(Close)
value = '%.2f'%value
value = str(value)
request_val = float(value)
request_val = '{:,.0f}'.format(request_val)
request_val = str(request_val)
exit1 = float(OpenQ) * 1.20
exit1 = '%.2f'%exit1
exit1 = str(exit1)
exit2 = float(OpenQ) * 1.40
exit2 = '%.2f'%exit2
exit2 = str(exit2)
exit3 = float(OpenQ) * 1.60
exit3 = '%.2f'%exit3
exit3 = str(exit3)
buyQ = float(OpenQ) * 1.02
buyQ = '%.2f'%buyQ
buyQ = str(buyQ)
stopQ = float(OpenQ) * 0.98
stopQ = '%.2f'%stopQ
stopQ = str(stopQ)
buyY = float(OpenY) * 1.02
buyY = '%.2f'%buyY
buyY = str(buyY)
stopY = float(OpenY) * 0.98
stopY = '%.2f'%stopY
stopY = str(stopY)
max_value = dfY.nlargest(1, columns = 'High')
max_value = max_value['High'].iloc[0]
max_value = '%.2f'%max_value
max_value = str(max_value)
max_valueQ = dfQ.nlargest(1, columns = 'High')
max_valueQ = max_valueQ['High'].iloc[0]
max_valueQ = '%.2f'%max_valueQ
max_valueQ = str(max_valueQ)
pmax_valueQ = ((float(max_valueQ) - float(OpenQ)) / float(OpenQ)) * 100
pmax_valueQ = '%.2f'%pmax_valueQ
pmax_valueQ = str(pmax_valueQ)
min_value = dfY.nsmallest(1, columns = 'Low')
min_value = min_value['Low'].iloc[0]
min_value = '%.2f'%min_value
min_value = str(min_value)
pmin_value = ((float(min_value) - float(OpenY)) / float(OpenY)) * 100
pmin_value = '%.2f'%pmin_value
pmin_value = str(pmin_value)
support1 = float(OpenY) * 0.80
support1 = '%.2f'%support1
support1 = str(support1)
support2 = float(OpenY) * 0.70
support2 = '%.2f'%support2
support2 = str(support2)
support3 = float(OpenY) * 0.60
support3 = '%.2f'%support3
support3 = str(support3)
textY = exit1 + ' | ' + exit2 + ' | ' + exit3
textQ = exit1 + ' | ' + exit2 + ' | ' + exit3
text2 = support3 + ' | ' + support2 + ' | ' + support1
alert1 = 'ชนแนวต้าน'
alert2 = 'ไปต่อ'
alert3 = 'ซื้อ'
alert4 = 'อย่าเพิ่งเข้า'
alert5 = 'กำลังย่อ'
alert6 = 'ห้ามพลาด'
alert7 = 'เด้ง'
alert8 = 'ลงต่อ'
alert9 = 'Vol น้อย'
text = r[0]
price_now = r[1]
change = r[2]
chgp = str(r[3])
re_avg = '{}%'.format(barQ) + '\n' + 'H {} L {}'.format(max_valueQ,min_value)
if float(value) > 7500000:
if barY >= 0.00:
if 0.00 < barY < 10.00:
notice = alert6
start = OpenY
buy = buyY
stop = stopY
target = textY
avg = re_avg
elif barQ > 12.00:
notice = alert1
start = OpenQ
buy = buyQ
stop = stopQ
target = textQ
avg = re_avg
elif barQ >= 0.00:
if barM >= 0.00:
notice = alert3
start = OpenQ
buy = buyQ
stop = stopQ
target = textQ
avg = re_avg
else:
notice = alert5
start = OpenQ
buy = buyQ
stop = stopQ
target = textQ
avg = re_avg
else:
notice = alert4
start = OpenQ
buy = buyQ
stop = stopQ
target = textQ
avg = re_avg
else:
if barQ >= 0.00:
if barM >= 0.00:
notice = alert3
start = OpenQ
buy = buyQ
stop = text2
target = textQ
avg = re_avg
else:
notice = alert5
start = OpenQ
buy = buyQ
stop = text2
target = textQ
avg = re_avg
else:
notice = alert8
start = OpenQ
buy = buyQ
stop = text2
target = textQ
avg = re_avg
else:
notice = alert9
start = OpenQ
buy = buyQ
stop = text2
target = textQ
avg = re_avg
word_to_reply = str('{} {}'.format(text,notice))
linechat(word_to_reply)
bubbles = []
bubble = flex_stock(text,price_now,change,chgp,notice,start,buy,stop,target,avg)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,data=flex_to_reply,bot_access_key=channel_access_token)
return 'OK'
def setcheck():
st = setscrapt()
price_now = float(st[0])
price_now = '%.2f'%price_now
price_now = str(price_now)
change = str(st[1])
chgp = str(st[2])
exit_long1 = float(price_now) * 1.05
exit_long1 = '%.2f'%exit_long1
exit_long2 = float(price_now) * 1.10
exit_long2 = '%.2f'%exit_long2
exit_long3 = float(price_now) * 1.20
exit_long3 = '%.2f'%exit_long3
exit_short1 = float(price_now) * 0.95
exit_short1 = '%.2f'%exit_short1
exit_short2 = float(price_now) * 0.90
exit_short2 = '%.2f'%exit_short2
exit_short3 = float(price_now) * 0.80
exit_short3 = '%.2f'%exit_short3
LongY = float(set_value) * 1.005
LongY = '%.2f'%LongY
stop_longY = float(set_value) * 0.995
stop_longY = '%.2f'%stop_longY
shortY = float(set_value) * 0.995
shortY = '%.2f'%shortY
stop_shortY = float(set_value) * 1.005
stop_shortY = '%.2f'%stop_shortY
barQ = float(price_now) - float(set_value)
barQ = float(barQ)
text1 = exit_long1 + ' | ' + exit_long2 + ' | ' + exit_long3
text2 = exit_short1 + ' | ' + exit_short2 + ' | ' + exit_short3
alert1 = 'Long'
alert2 = 'Short'
text = text_from_user
if barQ >= 0:
notice = alert1
start = set_value
buy = LongY
stop = stop_longY
target = text1
number = '1'
else:
notice = alert2
start = set_value
buy = shortY
stop = stop_shortY
target = text2
number = '2'
word_to_reply = '{}'.format(text) + '\n' + 'now {} {} ({}%)'.format(price_now,change,chgp)
result = 'Position: {}'.format(notice) + '\n' + 'Range: {} - {} '.format(start,buy) + '\n' + 'Stop: {}'.format(stop) + '\n' + 'Target: {}'.format(target)
linechat(word_to_reply)
bubble = flex_setcheck(text,price_now,change,chgp,notice,start,buy,stop,target)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,data=flex_to_reply,bot_access_key=channel_access_token)
return 'OK'
def tfexcheck():
tff = tfexupdate()
exit_long1 = float(tff[0]) * 1.04
exit_long1 = '%.2f'%exit_long1
exit_long2 = float(tff[0]) * 1.08
exit_long2 = '%.2f'%exit_long2
exit_long3 = float(tff[0]) * 1.12
exit_long3 = '%.2f'%exit_long3
exit_short1 = float(tff[0]) * 0.96
exit_short1 = '%.2f'%exit_short1
exit_short2 = float(tff[0]) * 0.92
exit_short2 = '%.2f'%exit_short2
exit_short3 = float(tff[0]) * 0.88
exit_short3 = '%.2f'%exit_short3
LongY = float(tfex_value) * 1.005
LongY = '%.2f'%LongY
stop_longY = float(tfex_value) * 0.995
stop_longY = '%.2f'%stop_longY
shortY = float(tfex_value) * 0.995
shortY = '%.2f'%shortY
stop_shortY = float(tfex_value) * 1.005
stop_shortY = '%.2f'%stop_shortY
price_now = float(tff[0])
price_now = '%.2f'%price_now
price_now = str(price_now)
barM = float(price_now) - float(tfex_value)
chgp = str(tff[2])
text1 = exit_long1 + ' | ' + exit_long2 + ' | ' + exit_long3
text2 = exit_short1 + ' | ' + exit_short2 + ' | ' + exit_short3
alert1 = 'Long'
alert2 = 'Short'
text = '{}'.format(tfex_code)
change = str(tff[1])
if barM >= 0:
notice = alert1
start = tfex_value
buy = LongY
stop = stop_longY
target = text1
number = '11'
else:
notice = alert2
start = tfex_value
buy = shortY
stop = stop_shortY
target = text2
number = '22'
word_to_reply = '{}'.format(text) + '\n' + 'now {} {} ({}%)'.format(price_now,change,chgp)
result = 'Position: {}'.format(notice) + '\n' + 'Range: {} - {} '.format(start,buy) + '\n' + 'Stop: {}'.format(stop) + '\n' + 'Target: {}'.format(target)
linechat(word_to_reply)
bubble = flex_tfexcheck(text,price_now,change,chgp,notice,start,buy,stop,target)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,data=flex_to_reply,bot_access_key=channel_access_token)
return 'OK'
def wticheck():
wti = wtiscrapt()
exit_long1 = float(wti[0]) * 1.04
exit_long1 = '%.2f'%exit_long1
exit_long2 = float(wti[0]) * 1.08
exit_long2 = '%.2f'%exit_long2
exit_long3 = float(wti[0]) * 1.12
exit_long3 = '%.2f'%exit_long3
exit_short1 = float(wti[0]) * 0.96
exit_short1 = '%.2f'%exit_short1
exit_short2 = float(wti[0]) * 0.92
exit_short2 = '%.2f'%exit_short2
exit_short3 = float(wti[0]) * 0.88
exit_short3 = '%.2f'%exit_short3
LongY = float(IQXBRT) * 1.01
LongY = '%.2f'%LongY
stop_longY = float(IQXBRT) * 0.985
stop_longY = '%.2f'%stop_longY
shortY = float(IQXBRT) * 0.985
shortY = '%.2f'%shortY
stop_shortY = float(IQXBRT) * 1.01
stop_shortY = '%.2f'%stop_shortY
price_now = float(wti[0])
price_now = '%.2f'%price_now
price_now = str(price_now)
barQ = float(price_now) - float(IQXBRT)
chgp = str(wti[2])
text1 = exit_long1 + ' | ' + exit_long2 + ' | ' + exit_long3
text2 = exit_short1 + ' | ' + exit_short2 + ' | ' + exit_short3
alert1 = 'Long'
alert2 = 'Short'
text = text_from_user
change = str(wti[1])
if barQ >= 0:
notice = alert1
start = IQXBRT
buy = LongY
stop = stop_longY
target = text1
number = '1'
else:
notice = alert2
start = IQXBRT
buy = shortY
stop = stop_shortY
target = text2
number = '2'
word_to_reply = '{}'.format(text) + '\n' + 'now {} {} ({}%)'.format(price_now,change,chgp)
result = 'Position: {}'.format(notice) + '\n' + 'Range: {} - {} '.format(start,buy) + '\n' + 'Stop: {}'.format(stop) + '\n' + 'Target: {}'.format(target)
linechat(word_to_reply)
bubble = flex_wticheck(text,price_now,change,chgp,notice,start,buy,stop,target)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,data=flex_to_reply,bot_access_key=channel_access_token)
return 'OK'
def ticket(self):
end = datetime.now()
start = datetime(end.year, end.month, end.day)
list = self.code
dfY = data.DataReader(f'{list}',
data_source="yahoo",
start=yearly,
end=end)
dfM = data.DataReader(f'{list}',
data_source="yahoo",
start=monthly,
end=end)
#2020-01-01 = Y M D
OpenY = dfY['Open'].iloc[1]
OpenY = '%.2f' % OpenY
OpenY = str(OpenY)
OpenM = dfM['Open'].iloc[1]
OpenM = '%.2f' % OpenM
OpenM = str(OpenM)
OpenD = dfY['Open'].iloc[-1]
OpenD = '%.2f' % OpenD
OpenD = str(OpenD)
Close = dfY['Close'].iloc[-1]
Close = '%.2f' % Close
Close = str(Close)
Prev = dfY['Close'].iloc[-2]
Prev = '%.2f' % Prev
Prev = str(Prev)
barY = ((float(Close) - float(OpenY)) / float(OpenY)) * 100
barY = '%.2f' % barY
barY = float(barY)
barM = ((float(Close) - float(OpenM)) / float(OpenM)) * 100
barM = '%.2f' % barM
barM = float(barM)
LongY = float(OpenM) * 1.01
LongY = '%.2f' % LongY
LongY = str(LongY)
stop_longY = float(OpenM) * 0.985
stop_longY = '%.2f' % stop_longY
stop_longY = str(stop_longY)
exit_long1 = float(OpenD) * 1.05
exit_long1 = '%.2f' % exit_long1
exit_long1 = str(exit_long1)
exit_long2 = float(OpenD) * 1.10
exit_long2 = '%.2f' % exit_long2
exit_long2 = str(exit_long2)
exit_long3 = float(OpenD) * 1.20
exit_long3 = '%.2f' % exit_long3
exit_long3 = str(exit_long3)
shortY = float(OpenM) * 0.985
shortY = '%.2f' % shortY
shortY = str(shortY)
stop_shortY = float(OpenM) * 1.01
stop_shortY = '%.2f' % stop_shortY
stop_shortY = str(stop_shortY)
exit_short1 = float(OpenD) * 0.95
exit_short1 = '%.2f' % exit_short1
exit_short1 = str(exit_short1)
exit_short2 = float(OpenD) * 0.90
exit_short2 = '%.2f' % exit_short2
exit_short2 = str(exit_short2)
exit_short3 = float(OpenD) * 0.80
exit_short3 = '%.2f' % exit_short3
exit_short3 = str(exit_short3)
change = float(Close) - float(Prev)
change = '%.2f' % change
change = str(change)
chgp = (float(change) / float(Prev)) * 100
chgp = '%.2f' % chgp
chgp = str(chgp)
text1 = exit_long1 + ' | ' + exit_long2 + ' | ' + exit_long3
text2 = exit_short1 + ' | ' + exit_short2 + ' | ' + exit_short3
alert1 = 'Long'
alert2 = 'Short'
text = code
price_now = float(Close)
change = str(change)
if barM >= 0:
notice = alert1
start = OpenM
buy = LongY
stop = stop_longY
target = text1
number = '1'
else:
notice = alert2
start = OpenM
buy = shortY
stop = stop_shortY
target = text2
number = '2'
word_to_reply = '{}'.format(
text) + '\n' + 'now {} {} ({}%)'.format(
price_now, change, chgp)
result = 'Position: {}'.format(
notice) + '\n' + 'Range: {} - {} '.format(
start, buy) + '\n' + 'Stop: {}'.format(
stop) + '\n' + 'Target: {}'.format(target)
linechat(word_to_reply)
bubble = flex_crypto(text, price_now, change, chgp, notice,
start, buy, stop, target)
flex_to_reply = SetMessage_Object(bubble)
reply_msg(reply_token,
data=flex_to_reply,
bot_access_key=channel_access_token)
return 'OK'