In [28]:
%matplotlib nbagg
%pylab
Using matplotlib backend: nbAgg
Populating the interactive namespace from numpy and matplotlib
In [4]:
import ravaonline
df = ravaonline.get_dataframe('AA17')
figure()
df.close.plot()
df.volume.plot(secondary_y=True)
Out[4]:
<matplotlib.axes._subplots.AxesSubplot at 0x10bfcfc10>
In [106]:
import ravaonline
reload(ravaonline)
r = ravaonline.get_raw_data('AAPL').execute()
Out[106]:
close
high
low
open
volume
date
2014-09-24
102.64
102.94
100.54
100.65
62422424
2014-09-25
101.75
102.85
101.20
102.10
59706368
2014-09-26
97.87
100.71
97.72
100.48
99554800
2014-09-27
100.75
100.75
98.40
98.55
61964080
2014-09-30
100.11
100.44
98.63
98.70
49070048
2014-10-01
100.75
101.54
100.53
100.77
55053780
2014-10-02
99.18
100.69
98.70
100.58
50962112
2014-10-03
99.90
100.22
98.04
99.36
46878468
2014-10-04
99.62
100.21
99.04
99.42
43280120
2014-10-07
99.62
100.65
99.42
99.94
36674088
2014-10-08
98.75
100.12
98.73
99.41
41749480
2014-10-09
100.80
101.11
98.31
98.78
57109136
2014-10-10
101.02
102.38
100.61
101.50
76939728
2014-10-11
100.73
102.03
100.30
100.73
65938436
2014-10-14
99.81
101.78
99.81
101.31
53500256
2014-10-15
98.75
100.52
98.57
100.34
63198552
2014-10-16
97.54
99.15
95.18
98.00
99938072
2014-10-17
96.26
97.72
95.41
95.52
72002368
2014-10-18
97.67
99.00
96.81
97.50
67712720
2014-10-21
99.76
99.96
98.22
98.37
77091136
2014-10-22
102.47
103.02
101.27
103.00
93716320
2014-10-23
102.99
104.11
102.60
102.89
68160880
2014-10-24
104.83
105.05
103.63
103.95
71007584
2014-10-25
105.22
105.49
104.53
105.12
46931440
2014-10-28
105.11
105.48
104.70
104.90
34079812
2014-10-29
106.74
106.74
105.35
105.39
44443976
2014-10-30
107.34
107.37
106.36
106.73
52307568
2014-10-31
106.98
107.35
105.90
106.89
40477272
2014-11-01
108.00
108.04
107.21
108.04
44124352
2014-11-04
109.40
110.30
108.01
108.16
50570816
...
...
...
...
...
...
2016-12-31
115.82
117.20
115.43
116.65
30452200
2017-01-04
116.06
116.33
114.76
115.80
28234116
2017-01-05
116.02
116.51
115.75
115.85
20706686
2017-01-06
116.63
116.86
115.81
115.92
21931876
2017-01-07
117.91
118.16
116.47
116.78
31085194
2017-01-10
118.98
119.43
117.94
117.95
33304074
2017-01-11
119.11
119.38
118.30
118.77
24404484
2017-01-12
119.73
119.93
118.60
118.74
27318890
2017-01-13
119.25
119.30
118.21
118.89
26856322
2017-01-14
119.02
119.62
118.81
119.11
25553156
2017-01-18
119.98
120.24
118.22
118.34
33776444
2017-01-19
119.99
120.50
119.71
120.00
23424126
2017-01-20
119.78
120.09
119.37
119.40
25193264
2017-01-21
120.00
120.45
119.73
120.45
29083186
2017-01-24
120.08
120.81
119.77
120.00
20968202
2017-01-25
119.97
120.10
119.50
119.55
22840118
2017-01-26
121.85
122.10
120.28
120.42
32081576
2017-01-27
121.94
122.44
121.60
121.67
11653482
2017-01-28
121.72
122.35
121.60
122.14
4620022
2017-01-31
121.63
121.63
120.66
120.93
3828372480
2017-02-01
121.29
121.39
120.62
121.15
24733588
2017-02-02
128.79
130.49
127.01
127.10
11434745
2017-02-03
128.52
129.39
127.78
127.99
8758962
2017-02-04
129.05
129.19
128.16
128.31
10790232
2017-02-07
130.29
130.50
128.90
128.95
3178042
2017-02-08
131.53
132.09
130.45
130.50
901697472
2017-02-09
132.04
132.22
131.22
131.30
4403410
2017-02-10
132.41
132.45
131.12
131.67
1486695424
2017-02-11
132.12
132.94
132.05
132.42
5320084
2017-02-12
132.12
132.94
132.05
132.42
20050615
601 rows × 5 columns
In [181]:
from fito.data_store import FileDataStore
ds = FileDataStore('pdr_cache')
@as_operation(cache_on=ds)
def get_data(symbol, data_source):
return pdr.DataReader(symbol, data_source)
In [13]:
import quandl_wrapper
quandl_key = 'y-dkkLN2V8woB2ytE_Hx'
quandl_wrapper.QuandlClient(quandl_key).get('NSE/OIL')
Out[13]:
Open
High
Low
Last
Close
Total Trade Quantity
Turnover (Lacs)
Date
2009-09-30
1096.00
1156.70
1090.00
1135.00
1141.20
19748012.0
223877.07
2009-10-01
1102.00
1173.70
1102.00
1167.00
1166.35
3074254.0
35463.78
2009-10-05
1152.00
1165.90
1136.60
1143.00
1140.55
919832.0
10581.13
2009-10-06
1149.80
1157.20
1132.10
1143.30
1144.90
627957.0
7185.90
2009-10-07
1153.80
1160.70
1140.00
1141.45
1141.60
698216.0
8032.98
2009-10-08
1145.00
1179.80
1142.00
1178.10
1170.20
788173.0
9138.99
2009-10-09
1176.00
1210.00
1165.00
1183.00
1195.65
1047417.0
12449.44
2009-10-12
1184.00
1210.00
1176.00
1193.00
1195.70
464697.0
5551.35
2009-10-14
1198.00
1227.75
1185.00
1192.50
1190.45
581221.0
7015.84
2009-10-15
1198.00
1204.90
1180.05
1184.90
1184.55
301790.0
3593.52
2009-10-16
1188.65
1203.00
1182.00
1191.10
1191.00
313011.0
3735.12
2009-10-17
1240.00
1240.00
1180.00
1189.10
1189.80
35143.0
418.95
2009-10-20
1196.00
1203.50
1172.00
1174.00
1177.85
156941.0
1861.75
2009-10-21
1184.00
1194.00
1157.00
1166.00
1166.10
309098.0
3657.14
2009-10-22
1165.00
1184.40
1158.00
1168.00
1164.95
338413.0
3973.97
2009-10-23
1174.90
1179.45
1161.20
1165.00
1164.70
216929.0
2538.68
2009-10-26
1151.30
1175.00
1145.00
1158.00
1156.40
209553.0
2423.58
2009-10-27
1150.05
1150.05
1114.20
1140.00
1140.35
407594.0
4635.23
2009-10-28
1141.00
1141.00
1111.00
1130.20
1130.20
243141.0
2745.53
2009-10-29
1125.25
1137.90
1115.10
1132.00
1132.25
65246.0
736.80
2009-10-30
1145.00
1145.00
1110.00
1111.90
1120.60
117100.0
1325.22
2009-11-03
1102.00
1127.50
1102.00
1120.95
1120.00
179969.0
2013.91
2009-11-04
1124.90
1159.00
1120.00
1150.50
1150.85
284546.0
3248.87
2009-11-05
1127.00
1154.00
1127.00
1153.00
1148.90
49813.0
568.75
2009-11-06
1155.00
1168.55
1146.25
1160.00
1156.50
295089.0
3421.96
2009-11-09
1150.05
1167.00
1150.05
1160.05
1165.05
93970.0
1090.62
2009-11-10
1157.00
1169.90
1142.00
1149.00
1147.75
286131.0
3301.75
2009-11-11
1147.00
1191.00
1145.40
1173.05
1181.35
325326.0
3788.43
2009-11-12
1190.00
1193.00
1170.00
1185.00
1182.60
143567.0
1698.72
2009-11-13
1175.00
1223.70
1168.00
1189.00
1194.45
440047.0
5277.68
...
...
...
...
...
...
...
...
2016-12-30
443.75
453.50
442.35
452.10
452.10
218310.0
981.19
2017-01-02
452.70
461.80
452.65
454.00
455.25
411356.0
1882.48
2017-01-03
455.85
462.75
454.80
457.50
458.45
578051.0
2659.03
2017-01-04
462.05
465.00
454.60
454.60
456.50
761158.0
3510.17
2017-01-05
456.95
471.50
456.95
465.50
467.15
589496.0
2748.43
2017-01-06
471.90
480.75
468.00
478.15
475.10
1124895.0
5346.48
2017-01-09
480.00
483.45
475.00
478.50
478.25
953582.0
4560.21
2017-01-10
480.00
485.00
479.35
483.50
482.40
866684.0
4183.28
2017-01-11
484.00
495.00
469.30
492.00
485.00
2229277.0
10631.06
2017-01-12
346.15
356.00
340.00
347.00
346.90
1516083.0
5248.74
2017-01-13
350.00
350.90
345.00
345.05
345.60
505364.0
1750.54
2017-01-16
345.70
346.35
340.05
343.25
343.15
358668.0
1230.32
2017-01-17
343.60
346.00
341.00
341.25
341.75
258901.0
886.52
2017-01-18
341.00
342.50
335.30
336.90
336.30
522306.0
1766.89
2017-01-19
337.70
337.70
330.65
333.20
333.45
699626.0
2329.97
2017-01-20
334.90
334.90
327.50
329.00
328.15
457768.0
1510.74
2017-01-23
329.05
339.95
328.50
339.90
336.60
483284.0
1610.63
2017-01-24
339.95
341.50
335.60
336.10
337.35
1134745.0
3836.53
2017-01-25
337.80
343.45
337.00
337.15
337.70
1051831.0
3571.76
2017-01-27
338.35
344.80
337.55
339.00
338.75
712864.0
2431.93
2017-01-30
339.00
341.00
335.00
336.15
336.30
393599.0
1326.72
2017-01-31
337.10
341.15
326.00
328.80
329.65
4205557.0
13891.82
2017-02-01
332.00
332.40
326.75
330.80
331.15
795589.0
2623.47
2017-02-02
332.25
342.80
332.25
339.70
340.30
898294.0
3047.75
2017-02-03
343.90
346.00
341.35
345.70
344.75
748063.0
2576.39
2017-02-06
348.00
350.70
346.15
347.75
347.70
799142.0
2787.34
2017-02-07
349.80
351.50
332.15
336.00
335.20
924440.0
3145.50
2017-02-08
334.35
339.10
333.40
336.30
336.90
380999.0
1283.65
2017-02-09
338.00
345.90
335.00
344.55
344.25
1007262.0
3416.00
2017-02-10
347.20
347.95
343.50
345.30
345.55
503167.0
1739.05
1830 rows × 7 columns
In [28]:
import urllib2
a = urllib2.urlopen(' https://www.quandl.com/api/v3/datatables/WIKI/PRICES?qopts.export=true&api_key=y-dkkLN2V8woB2ytE_Hx').read()
In [5]:
import quandl_dump
from datetime import datetime
with open('/Users/pablo/Downloads/WIKI_PRICES_212b326a081eacca455e13140d7bb9db.csv') as f:
quandl_dump.cache[quandl_dump.export_data.operation_class(datetime.now())] = f.read()
In [1]:
debug
In [35]:
from lxml.html import document_fromstring
dom = document_fromstring(a)
dom.cssselect('.download-button')[0].attrib['href']
Out[35]:
'https://duf9k3nptkna3.cloudfront.net/WIKI/PRICES/WIKI_PRICES_212b326a081eacca455e13140d7bb9db.zip?api_key=y-dkkLN2V8woB2ytE_Hx&snapshot_time=2017-02-11+01%3A35%3A08+UTC&Expires=1486921613&Signature=hwunv~B2QLy9OZOOhu4Y1gCgiNDvEhkSrAa1sM3ocGr4PL9P5OdQZmJFPj03XmIfzUymcKocch1d01dkP1cInUn0lifRVkUJGnYIqq~lUmot03FYy3W3ZNIdgbg~z93HPC2BNtW6bLCdfKmqbsI~hyJZIvlj-XTK0-M7Azhu~c2mtEBpkYoSrMGjCEhwMfD5q7g1eerQqSOhzhDH7g~fhQ5cUMhHF45qY~tSS7qBVr8cOnkRp05Z0jGDhdKK9Zwf9zGF74eiXGbYj0wlkmOKPA6WhATyDE1T-~TcizRbu785pRtaJrsB-6lVBb9BcV2d8T0-duUejFOXK33avpFj9A__&Key-Pair-Id=APKAJ22GRK7AQ76GWFJQ'
In [26]:
import json
a = json.loads(a)
In [27]:
a
Out[27]:
{u'datatable': {u'columns': [{u'name': u'ticker', u'type': u'String'},
{u'name': u'date', u'type': u'Date'},
{u'name': u'open', u'type': u'BigDecimal(34,12)'},
{u'name': u'high', u'type': u'BigDecimal(34,12)'},
{u'name': u'low', u'type': u'BigDecimal(34,12)'},
{u'name': u'close', u'type': u'BigDecimal(34,12)'},
{u'name': u'volume', u'type': u'BigDecimal(37,15)'},
{u'name': u'ex-dividend', u'type': u'BigDecimal(42,20)'},
{u'name': u'split_ratio', u'type': u'BigDecimal(40,18)'},
{u'name': u'adj_open', u'type': u'BigDecimal(50,28)'},
{u'name': u'adj_high', u'type': u'BigDecimal(50,28)'},
{u'name': u'adj_low', u'type': u'BigDecimal(50,28)'},
{u'name': u'adj_close', u'type': u'BigDecimal(50,28)'},
{u'name': u'adj_volume', u'type': u'double'}],
u'data': [[u'A',
u'1999-11-18',
45.5,
50.0,
40.0,
44.0,
44739900.0,
0.0,
1.0,
43.240843133847,
47.517410037194,
38.013928029755,
41.815320832731,
44739900.0],
[u'A',
u'1999-11-19',
42.94,
43.0,
39.81,
40.38,
10897100.0,
0.0,
1.0,
40.807951739942,
40.864972631987,
37.833361871614,
38.375060346038,
10897100.0],
[u'A',
u'1999-11-22',
41.31,
44.0,
40.06,
44.0,
4705200.0,
0.0,
1.0,
39.25888417273,
41.815320832731,
38.0709489218,
41.815320832731,
4705200.0],
[u'A',
u'1999-11-23',
42.5,
43.63,
40.25,
40.25,
4274400.0,
0.0,
1.0,
40.389798531615,
41.463691998455,
38.251515079941,
38.251515079941,
4274400.0],
[u'A',
u'1999-11-24',
40.13,
41.94,
40.0,
41.06,
3464400.0,
0.0,
1.0,
38.137473295852,
39.857603539198,
38.013928029755,
39.021297122544,
3464400.0],
[u'A',
u'1999-11-26',
40.88,
41.5,
40.75,
41.19,
1237100.0,
0.0,
1.0,
38.85023444641,
39.439450330871,
38.726689180313,
39.14484238864,
1237100.0],
[u'A',
u'1999-11-29',
41.0,
42.44,
40.56,
42.13,
2914700.0,
0.0,
1.0,
38.964276230499,
40.33277763957,
38.546123022172,
40.03816969734,
2914700.0],
[u'A',
u'1999-11-30',
42.0,
42.94,
40.94,
42.19,
3083000.0,
0.0,
1.0,
39.914624431243,
40.807951739942,
38.907255338454,
40.095190589384,
3083000.0],
[u'A',
u'1999-12-01',
42.19,
43.44,
41.88,
42.94,
2115400.0,
0.0,
1.0,
40.095190589384,
41.283125840314,
39.800582647154,
40.807951739942,
2115400.0],
[u'A',
u'1999-12-02',
43.75,
45.0,
43.19,
44.13,
2195900.0,
0.0,
1.0,
41.577733782545,
42.765669033475,
41.045538790128,
41.938866098827,
2195900.0],
[u'A',
u'1999-12-03',
44.94,
45.69,
44.31,
44.5,
2175700.0,
0.0,
1.0,
42.70864814143,
43.421409291988,
42.109928774961,
42.290494933103,
2175700.0],
[u'A',
u'1999-12-06',
45.25,
46.44,
45.19,
45.75,
1610000.0,
0.0,
1.0,
43.003256083661,
44.134170442546,
42.946235191616,
43.478430184032,
1610000.0],
[u'A',
u'1999-12-07',
45.75,
46.0,
44.31,
45.25,
1585100.0,
0.0,
1.0,
43.478430184032,
43.716017234218,
42.109928774961,
43.003256083661,
1585100.0],
[u'A',
u'1999-12-08',
45.25,
45.63,
44.81,
45.19,
1350400.0,
0.0,
1.0,
43.003256083661,
43.364388399943,
42.585102875333,
42.946235191616,
1350400.0],
[u'A',
u'1999-12-09',
45.25,
45.94,
45.25,
45.81,
1451400.0,
0.0,
1.0,
43.003256083661,
43.658996342174,
43.003256083661,
43.535451076077,
1451400.0],
[u'A',
u'1999-12-10',
45.69,
45.94,
44.75,
44.75,
1190800.0,
0.0,
1.0,
43.421409291988,
43.658996342174,
42.528081983289,
42.528081983289,
1190800.0],
[u'A',
u'1999-12-13',
45.5,
46.25,
44.38,
45.5,
2875900.0,
0.0,
1.0,
43.240843133847,
43.953604284404,
42.176453149013,
43.240843133847,
2875900.0],
[u'A',
u'1999-12-14',
45.38,
45.38,
42.06,
43.0,
1665900.0,
0.0,
1.0,
43.126801349757,
43.126801349757,
39.971645323288,
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u'2003-10-30',
24.25,
25.31,
24.19,
24.81,
4712800.0,
0.0,
1.0,
23.045943868039,
24.053312960828,
22.988922975994,
23.578138860456,
4712800.0],
[u'A',
u'2003-10-31',
24.95,
25.02,
24.64,
24.92,
1933900.0,
0.0,
1.0,
23.71118760856,
23.777711982612,
23.416579666329,
23.682677162537,
1933900.0],
[u'A',
u'2003-11-03',
24.99,
25.4,
24.97,
25.29,
2266300.0,
0.0,
1.0,
23.74920153659,
24.138844298895,
23.730194572575,
24.034305996813,
2266300.0],
[u'A',
u'2003-11-04',
25.29,
25.55,
25.15,
25.4,
2495000.0,
0.0,
1.0,
24.034305996813,
24.281396529006,
23.901257248709,
24.138844298895,
2495000.0],
[u'A',
u'2003-11-05',
25.25,
25.65,
25.15,
25.6,
1496800.0,
0.0,
1.0,
23.996292068783,
24.376431349081,
23.901257248709,
24.328913939043,
1496800.0],
[u'A',
u'2003-11-06',
25.6,
26.27,
25.6,
26.27,
2585400.0,
0.0,
1.0,
24.328913939043,
24.965647233542,
24.328913939043,
24.965647233542,
2585400.0],
[u'A',
u'2003-11-07',
26.27,
27.2,
26.04,
26.82,
3289400.0,
0.0,
1.0,
24.965647233542,
25.849471060234,
24.747067147371,
25.488338743951,
3289400.0],
[u'A',
u'2003-11-10',
26.7,
26.79,
25.76,
25.87,
2051600.0,
0.0,
1.0,
25.374296959862,
25.459828297929,
24.480969651162,
24.585507953244,
2051600.0],
[u'A',
u'2003-11-11',
25.7,
26.2,
25.5,
25.97,
1864700.0,
0.0,
1.0,
24.423948759118,
24.89912285949,
24.233879118969,
24.680542773319,
1864700.0],
...]},
u'meta': {u'next_cursor_id': u'djFfMTAwMDFfMTQ4NjkyMTQxOQ=='}}
In [18]:
import quandl
# https://www.quandl.com/api/v3/datatables/WIKI/PRICES?qopts.export=true&api_key=y-dkkLN2V8woB2ytE_Hx
quandl.get('WIKI/PRICES')
---------------------------------------------------------------------------
NotFoundError Traceback (most recent call last)
<ipython-input-18-b21efccf0912> in <module>()
1 import quandl
2 # https://www.quandl.com/api/v3/datatables/WIKI/PRICES?qopts.export=true&api_key=y-dkkLN2V8woB2ytE_Hx
----> 3 quandl.get('WIKI/PRICES')
/usr/local/lib/python2.7/site-packages/quandl/get.pyc in get(dataset, **kwargs)
46 if dataset_args['column_index'] is not None:
47 kwargs.update({'column_index': dataset_args['column_index']})
---> 48 data = Dataset(dataset_args['code']).data(params=kwargs, handle_column_not_found=True)
49 # Array
50 elif isinstance(dataset, list):
/usr/local/lib/python2.7/site-packages/quandl/model/dataset.pyc in data(self, **options)
45 updated_options = Util.merge_options('params', params, **options)
46 try:
---> 47 return Data.all(**updated_options)
48 except NotFoundError:
49 if handle_not_found_error:
/usr/local/lib/python2.7/site-packages/quandl/operations/list.pyc in all(cls, **options)
12 options['params'] = {}
13 path = Util.constructed_path(cls.list_path(), options['params'])
---> 14 r = Connection.request('get', path, **options)
15 response_data = r.json()
16 Util.convert_to_dates(response_data)
/usr/local/lib/python2.7/site-packages/quandl/connection.pyc in request(cls, http_verb, url, **options)
34 abs_url = '%s/%s' % (ApiConfig.api_base, url)
35
---> 36 return cls.execute_request(http_verb, abs_url, **options)
37
38 @classmethod
/usr/local/lib/python2.7/site-packages/quandl/connection.pyc in execute_request(cls, http_verb, url, **options)
42 response = func(url, **options)
43 if response.status_code < 200 or response.status_code >= 300:
---> 44 cls.handle_api_error(response)
45 else:
46 return response
/usr/local/lib/python2.7/site-packages/quandl/connection.pyc in handle_api_error(cls, resp)
83 klass = d_klass.get(code_letter, QuandlError)
84
---> 85 raise klass(message, resp.status_code, resp.text, resp.headers, code)
NotFoundError: (Status 404) (Quandl Error QECx02) You have submitted an incorrect Quandl code. Please check your Quandl codes and try again.
In [12]:
a = quandl.get('WIKI/AAPL')
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-12-4cf27270a590> in <module>()
----> 1 a = quandl.get('WIKI/AAPL')
NameError: name 'quandl' is not defined
In [27]:
figure()
a.Close.plot()
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-27-ce80e41c5b5a> in <module>()
----> 1 figure()
2 a.Close.plot()
NameError: name 'figure' is not defined
In [18]:
import quandl
data = quandl.get_table('ZACKS/FC')
In [21]:
data.ticker.unique()
Out[21]:
array([u'AAPL', u'AXP', u'BA', u'CAT', u'CSCO', u'CVX', u'DD', u'DIS',
u'GE', u'GS', u'HD', u'IBM', u'INTC', u'JNJ', u'JPM', u'KO', u'MCD',
u'MMM', u'MRK', u'MSFT', u'NKE', u'PFE', u'PG', u'TRV', u'UNH',
u'UTX', u'V', u'VZ', u'WMT', u'XOM'], dtype=object)
In [2]:
import
In [234]:
from urllib import urlopen
a = urlopen(
'https://www.quandl.com/api/v3/datasets/WIKI/AAPL.csv?api_key={}'
.format(quandl_key)
)
In [235]:
content = a.read()
In [239]:
import csv, StringIO
docs = list(csv.DictReader(StringIO.StringIO(content)))
In [270]:
df.Date[:'2015-01-01']
Out[270]:
Date
2017-02-10 2017-02-10
2017-02-09 2017-02-09
2017-02-08 2017-02-08
2017-02-07 2017-02-07
2017-02-06 2017-02-06
2017-02-03 2017-02-03
2017-02-02 2017-02-02
2017-02-01 2017-02-01
2017-01-31 2017-01-31
2017-01-30 2017-01-30
2017-01-27 2017-01-27
2017-01-26 2017-01-26
2017-01-25 2017-01-25
2017-01-24 2017-01-24
2017-01-23 2017-01-23
2017-01-20 2017-01-20
2017-01-19 2017-01-19
2017-01-18 2017-01-18
2017-01-17 2017-01-17
2017-01-13 2017-01-13
2017-01-12 2017-01-12
2017-01-11 2017-01-11
2017-01-10 2017-01-10
2017-01-09 2017-01-09
2017-01-06 2017-01-06
2017-01-05 2017-01-05
2017-01-04 2017-01-04
2017-01-03 2017-01-03
2016-12-30 2016-12-30
2016-12-29 2016-12-29
...
2015-02-13 2015-02-13
2015-02-12 2015-02-12
2015-02-11 2015-02-11
2015-02-10 2015-02-10
2015-02-09 2015-02-09
2015-02-06 2015-02-06
2015-02-05 2015-02-05
2015-02-04 2015-02-04
2015-02-03 2015-02-03
2015-02-02 2015-02-02
2015-01-30 2015-01-30
2015-01-29 2015-01-29
2015-01-28 2015-01-28
2015-01-27 2015-01-27
2015-01-26 2015-01-26
2015-01-23 2015-01-23
2015-01-22 2015-01-22
2015-01-21 2015-01-21
2015-01-20 2015-01-20
2015-01-16 2015-01-16
2015-01-15 2015-01-15
2015-01-14 2015-01-14
2015-01-13 2015-01-13
2015-01-12 2015-01-12
2015-01-09 2015-01-09
2015-01-08 2015-01-08
2015-01-07 2015-01-07
2015-01-06 2015-01-06
2015-01-05 2015-01-05
2015-01-02 2015-01-02
Name: Date, dtype: datetime64[ns]
In [1]:
from tqdm import tqdm
import pymongo
c = pymongo.MongoClient()
import csv
with open('/Users/pablo/Downloads/WIKI_PRICES_212b326a081eacca455e13140d7bb9db.csv') as f:
reader = csv.DictReader(f)
for doc in tqdm(reader):
c.stocks.quandl.insert_one(doc)
0it [00:00, ?it/s]/Library/Python/2.7/site-packages/ipykernel/__main__.py:9: DeprecationWarning: insert is deprecated. Use insert_one or insert_many instead.
14621488it [1:31:40, 2658.38it/s]
In [1]:
import quandl_dump
from datetime import datetime
now = datetime.now()
raw_data = quandl_dump.RawData(now)
# with open('/Users/pablo/Downloads/WIKI_PRICES_212b326a081eacca455e13140d7bb9db.csv') as f:
# quandl_dump.dumps_store[raw_data] = f
quandl_dump.get_last_dump_timestamp()
Out[1]:
datetime.datetime(2017, 2, 12, 15, 35, 47, 632000)
In [2]:
quandl_dump.MongoData(quandl_dump.RawData(quandl_dump.get_last_dump_timestamp())).execute()
---------------------------------------------------------------------------
MultipleInstanceError Traceback (most recent call last)
<ipython-input-2-029360b0f6fa> in <module>()
----> 1 quandl_dump.MongoData(quandl_dump.RawData(quandl_dump.get_last_dump_timestamp())).execute()
/Users/pablo/prog/fito/fito/operations/operation.pyc in execute(self, runner)
15
16 if out_data_store is not None:
---> 17 return out_data_store.get_or_execute(self, runner)
18 else:
19 return (runner or OperationRunner()).execute(self)
/Users/pablo/prog/fito/fito/data_store/base.pyc in get_or_execute(self, operation, operation_runner)
108 """
109 if operation not in self:
--> 110 res = (operation_runner or self.operation_runner).execute(operation)
111 self[operation] = res
112 else:
/Users/pablo/prog/fito/fito/operation_runner.pyc in execute(self, operation)
24 in_cache = False
25 if self.cache is None:
---> 26 res = operation.apply(self)
27 else:
28 res = self.cache.get(operation)
/Users/pablo/prog/fondos/quandl_dump.py in apply(self, runner)
67 stream = runner.execute(self.raw_data)
68
---> 69 import ipdb;ipdb.set_trace()
70 reader = csv.DictReader(stream)
71 for doc in reader:
/Library/Python/2.7/site-packages/ipdb/__init__.py in <module>()
5 # https://opensource.org/licenses/BSD-3-Clause
6
----> 7 from ipdb.__main__ import set_trace, post_mortem, pm, run # noqa
8 from ipdb.__main__ import runcall, runeval, launch_ipdb_on_exception # noqa
9
/Library/Python/2.7/site-packages/ipdb/__main__.py in <module>()
56 # the instance method will create a new one without loading the config.
57 # i.e: if we are in an embed instance we do not want to load the config.
---> 58 ipapp = TerminalIPythonApp.instance()
59 shell = get_ipython()
60 def_colors = shell.colors
/usr/local/lib/python2.7/site-packages/traitlets/config/configurable.pyc in instance(cls, *args, **kwargs)
421 raise MultipleInstanceError(
422 'Multiple incompatible subclass instances of '
--> 423 '%s are being created.' % cls.__name__
424 )
425
MultipleInstanceError: Multiple incompatible subclass instances of TerminalIPythonApp are being created.
In [3]:
debug
> /usr/local/lib/python2.7/site-packages/traitlets/config/configurable.py(423)instance()
421 raise MultipleInstanceError(
422 'Multiple incompatible subclass instances of '
--> 423 '%s are being created.' % cls.__name__
424 )
425
ipdb> up
> /Library/Python/2.7/site-packages/ipdb/__main__.py(58)<module>()
56 # the instance method will create a new one without loading the config.
57 # i.e: if we are in an embed instance we do not want to load the config.
---> 58 ipapp = TerminalIPythonApp.instance()
59 shell = get_ipython()
60 def_colors = shell.colors
ipdb>
> /Library/Python/2.7/site-packages/ipdb/__init__.py(7)<module>()
5 # https://opensource.org/licenses/BSD-3-Clause
6
----> 7 from ipdb.__main__ import set_trace, post_mortem, pm, run # noqa
8 from ipdb.__main__ import runcall, runeval, launch_ipdb_on_exception # noqa
9
ipdb>
> /Users/pablo/prog/fondos/quandl_dump.py(69)apply()
67 stream = runner.execute(self.raw_data)
68
---> 69 import ipdb;ipdb.set_trace()
70 reader = csv.DictReader(stream)
71 for doc in reader:
ipdb> stream
<addinfourl at 4431194952 whose fp = <socket._fileobject object at 0x107e93750>>
ipdb> stream.read()
*** KeyboardInterrupt:
ipdb> stream.read(100)
'@\xa2\xd1c\x9cV\xe8\x9fr\x1b\xb5\xf1J,\x15R\x18O\x03?o>\x02\xcf\x01\xfc\xd4 Y\xfd\xc7J\x86\x80\xde\x9c\xdd\x02\x8cSNW1\xb3\xc0\xee\xfb\xc7\xd5*\x149\x02:\xdc\x8d\xc59\xc3[\xe0\xcf\x00\xf2r\xbe\xf2S~\xf5\xcf\xbc!Y\xd0c\xdc\xdd\xf0.\xb7q:;\xb4\xa2\x02:$s0\xcc\xf7\xe6p\xd2d1\xb8l'
ipdb> csv.reader(stream).next()
*** Error: line contains NULL byte
ipdb> stream
<addinfourl at 4431194952 whose fp = <socket._fileobject object at 0x107e93750>>
ipdb> type(stream)
<type 'instance'>
ipdb> c
In [8]:
import pymongo
c = pymongo.MongoClient()
In [9]:
l = list(c.stocks.quandl.find({'ticker': 'AAPL'}))
In [11]:
with open('a', 'w') as f:
f.write('\n'.join(map(str, range(10))))
In [12]:
f = open('a')
In [34]:
f.read(1)
Out[34]:
''
In [10]:
l[0]
Out[10]:
{u'_id': ObjectId('589f6bbc57f2fc7e1b7f507c'),
u'adj_close': u'0.42836426179446',
u'adj_high': u'0.43015221697412',
u'adj_low': u'0.42836426179446',
u'adj_open': u'0.42836426179446',
u'adj_volume': u'117258400.0',
u'close': u'28.75',
u'date': u'1980-12-12',
u'ex-dividend': u'0.0',
u'high': u'28.87',
u'low': u'28.75',
u'open': u'28.75',
u'split_ratio': u'1.0',
u'ticker': u'AAPL',
u'volume': u'2093900.0'}
In [10]:
from datetime import datetime
sorted([datetime.strptime(e['date'], '%Y-%m-%d') for e in l])[-10:]
Out[10]:
[datetime.datetime(2017, 1, 30, 0, 0),
datetime.datetime(2017, 1, 31, 0, 0),
datetime.datetime(2017, 2, 1, 0, 0),
datetime.datetime(2017, 2, 2, 0, 0),
datetime.datetime(2017, 2, 3, 0, 0),
datetime.datetime(2017, 2, 6, 0, 0),
datetime.datetime(2017, 2, 7, 0, 0),
datetime.datetime(2017, 2, 8, 0, 0),
datetime.datetime(2017, 2, 9, 0, 0),
datetime.datetime(2017, 2, 10, 0, 0)]
In [273]:
df = pd.DataFrame(docs)
df['Ex-Dividend'] = df['Ex-Dividend'].apply(float)
df.Date = pd.to_datetime(df.Date, format='%Y-%m-%d')
df = df.set_index('Date', drop=False)
figure()
a = df[:'2010-01-01']['Ex-Dividend']
a[a>0].plot()
Out[273]:
<matplotlib.axes._subplots.AxesSubplot at 0x1158990d0>
In [6]:
l[0]
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-6-44e56f8a6e9f> in <module>()
----> 1 l[0]
NameError: name 'l' is not defined
In [196]:
from pandas_datareader.nasdaq_trader import get_nasdaq_symbols
symbols = get_nasdaq_symbols()
symbols = symbols[~symbols.ETF]
In [230]:
a = get_data('AAPL', 'yahoo').execute()
a.sort_index()['2012-08-07':'2012-08-10']
Out[230]:
Open
High
Low
Close
Volume
Adj Close
Date
2012-08-07
622.769981
624.999992
618.039993
620.910019
72611700
80.444823
2012-08-08
619.389984
623.880020
617.099998
619.860008
61176500
80.308784
2012-08-09
617.849976
621.730011
617.799988
620.729988
55410600
80.766789
2012-08-10
618.710022
621.760025
618.699982
621.699997
48734700
80.893002
In [231]:
a = get_data('AAPL', 'yahoo-actions').execute()
a.sort_index()
Out[231]:
action
value
2012-08-09
DIVIDEND
0.378570
2012-11-07
DIVIDEND
0.378570
2013-02-07
DIVIDEND
0.378570
2013-05-09
DIVIDEND
0.435710
2013-08-08
DIVIDEND
0.435710
2013-11-06
DIVIDEND
0.435710
2014-02-06
DIVIDEND
0.435710
2014-05-08
DIVIDEND
0.470000
2014-06-09
SPLIT
0.142857
2014-08-07
DIVIDEND
0.470000
2014-11-06
DIVIDEND
0.470000
2015-02-05
DIVIDEND
0.470000
2015-05-07
DIVIDEND
0.520000
2015-08-06
DIVIDEND
0.520000
2015-11-05
DIVIDEND
0.520000
2016-02-04
DIVIDEND
0.520000
2016-05-05
DIVIDEND
0.570000
2016-08-04
DIVIDEND
0.570000
2016-11-03
DIVIDEND
0.570000
2017-02-09
DIVIDEND
0.570000
In [186]:
def compute_return(symbol):
In [184]:
pdr.google.quotes.GoogleQuotesReader
In [179]:
pdr.DataReader('PAMP', 'yahoo-dividends')
---------------------------------------------------------------------------
RemoteDataError Traceback (most recent call last)
<ipython-input-179-6ee5a38cc472> in <module>()
----> 1 pdr.DataReader('PAMP', 'yahoo-dividends')
/usr/local/lib/python2.7/site-packages/pandas_datareader/data.pyc in DataReader(name, data_source, start, end, retry_count, pause, session, access_key)
124 adjust_price=False, chunksize=25,
125 retry_count=retry_count, pause=pause,
--> 126 session=session, interval='v').read()
127
128 elif data_source == "google":
/usr/local/lib/python2.7/site-packages/pandas_datareader/yahoo/daily.pyc in read(self)
74 def read(self):
75 """ read one data from specified URL """
---> 76 df = super(YahooDailyReader, self).read()
77 if self.ret_index:
78 df['Ret_Index'] = _calc_return_index(df['Adj Close'])
/usr/local/lib/python2.7/site-packages/pandas_datareader/base.pyc in read(self)
153 # If a single symbol, (e.g., 'GOOG')
154 if isinstance(self.symbols, (compat.string_types, int)):
--> 155 df = self._read_one_data(self.url, params=self._get_params(self.symbols))
156 # Or multiple symbols, (e.g., ['GOOG', 'AAPL', 'MSFT'])
157 elif isinstance(self.symbols, DataFrame):
/usr/local/lib/python2.7/site-packages/pandas_datareader/base.pyc in _read_one_data(self, url, params)
72 """ read one data from specified URL """
73 if self._format == 'string':
---> 74 out = self._read_url_as_StringIO(url, params=params)
75 elif self._format == 'json':
76 out = self._get_response(url, params=params).json()
/usr/local/lib/python2.7/site-packages/pandas_datareader/base.pyc in _read_url_as_StringIO(self, url, params)
83 Open url (and retry)
84 """
---> 85 response = self._get_response(url, params=params)
86 text = self._sanitize_response(response)
87 out = StringIO()
/usr/local/lib/python2.7/site-packages/pandas_datareader/base.pyc in _get_response(self, url, params)
118 if params is not None and len(params) > 0:
119 url = url + "?" + urlencode(params)
--> 120 raise RemoteDataError('Unable to read URL: {0}'.format(url))
121
122 def _read_lines(self, out):
RemoteDataError: Unable to read URL: http://ichart.finance.yahoo.com/table.csv?a=0&ignore=.csv&s=PAMP&b=1&e=11&d=1&g=v&f=2017&c=2010
In [174]:
figure()
pdr.DataReader('BCBA:PAMP', 'google').Close.plot(secondary_y=True)
Out[174]:
<matplotlib.axes._subplots.AxesSubplot at 0x10f2e7550>
In [180]:
figure()
# df.value[df.index >= datetime.date(2015, 1, 1)].plot(style='-o')
ravaonline.get_dividends('PAMP').value.plot(style='-o')
# ravaonline.get_prices('AAPL').close.plot(secondary_y=True)
aapl = pdr.DataReader('BCBA:PAMP', 'google').Close.plot(secondary_y=True)
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-180-fd8badb7af21> in <module>()
1 figure()
2 # df.value[df.index >= datetime.date(2015, 1, 1)].plot(style='-o')
----> 3 ravaonline.get_dividends('PAMP').value.plot(style='-o')
4 # ravaonline.get_prices('AAPL').close.plot(secondary_y=True)
5 aapl = pdr.DataReader('BCBA:PAMP', 'google').Close.plot(secondary_y=True)
AttributeError: 'NoneType' object has no attribute 'value'
In [160]:
import re
import json
import os
import re
from datetime import date, datetime
from urllib2 import urlopen
import pandas as pd
from fito.data_store.file import FileDataStore
from fito.operations.decorate import as_operation
from lxml.html import document_fromstring
symbol ='AAPL'
dom = document_fromstring(ravaonline.get_raw_data(symbol).execute())
tab = dom.cssselect('.cabecerapanel')[1].getparent()
In [163]:
[e.text_content() for e in dom.cssselect('.cabecerapanel')]
Out[163]:
['EPS AnualEPSA Fut.% Var.PEPE nPE Fut.', u'A\xf1o Mar Jun Sep DicTot.% Var.']
In [157]:
debug
> /Users/pablo/prog/fondos/ravaonline.py(49)get_dividends()
47 dom = document_fromstring(get_raw_data(symbol).execute())
48
---> 49 tab = dom.cssselect('.cabecerapanel')[1].getparent()
50 rows = tab.cssselect('tr')
51 header = [
ipdb> dom.cssselect('.cabecerapanel')
[<Element tr at 0x1111104c8>]
ipdb> [e.text_content() for e in dom.cssselect('.cabecerapanel')]
[u'A\xf1o Mar Jun Sep DicTot.% Var.']
ipdb> c
In [56]:
from lxml.html import document_fromstring, tostring
dom = document_fromstring(r)
e = dom.cssselect('.titulomodulo')[0]
# e = e.getparent()
# e.getparent().getparent().getparent().cssselect('.tablapanel')
tab = e.getparent().getparent().cssselect('table')[0]
print tostring(tab.cssselect('tr')[1])
<tr><td>
<table width="100%" style="font-size:11px;font-family: LatoWeb, Arial; border: solid 1px #ccc">
<td>
<table width="100%" style="padding: 0px 10px">
<tr>
<td width="40%" valign="top">
<table cellpadding="1" cellspacing="0" width="100%">
<tr><td>Precio:</td><td colspan="2" align="right"><b>132,12</b></td></tr>
<tr><td>% Día:</td><td colspan="2" align="right"><b><span style="color:red">-0,23%</span></b></td></tr>
<tr><td>% Mes:</td><td colspan="2" align="right"><b><span style="color:green">8,93%</span></b></td></tr>
<tr><td>% Año:</td><td colspan="2" align="right"><b><span style="color:green">14,07%</span></b></td></tr>
<tr><td></td><td align="right"></td><td></td></tr>
<tr><td>P/E:</td><td></td><td align="right"><b>15,82</b></td></tr>
<tr><td>Beta:</td><td></td><td align="right"><b>0,38</b></td></tr>
<tr><td>Media móvil 21:</td><td align="right"><b><span style="color:green">4,7%</span></b></td><td align="right"><b>126,19</b></td></tr>
<tr><td>Media móvil 42:</td><td align="right"><b><span style="color:green">8,11%</span></b></td><td align="right"><b>122,21</b></td></tr>
<tr><td>Media móvil 200:</td><td align="right"><b><span style="color:green">17,23%</span></b></td><td align="right"><b>112,7</b></td></tr>
<tr><td>Estocástico:</td><td></td><td align="right"><b>84</b></td></tr>
</table>
</td>
<td></td>
<td width="27%" valign="top">
<table cellpadding="1" cellspacing="0" width="100%">
<tr><td colspan="2"><b>Medias 21/42</b> <a href="/v2/pantalla.php?id=ema"><img style="vertical-align:bottom;" src="/v2/imagenes/icono_pregunta.png"></a></td></tr>
<tr><td>Estado:</td><td align="right"><b><span style="color:green">Compra</span></b></td></tr>
<tr><td>Días desde corte:</td><td align="right"><b>60</b></td></tr>
<tr><td>Precio último corte:</td><td align="right"><b>115,2</b></td></tr>
<tr><td>Var. desde corte:</td><td align="right"><b><span style="color:green">14,69%</span></b></td></tr>
<tr><td> </td><td align="right"></td></tr>
<tr><td><b>Próximo corte</b></td><td align="right"></td></tr>
<tr><td>Proyección:</td><td align="right"><b>-</b></td></tr>
<tr><td>Valor:</td><td align="right"><b>-</b></td></tr>
<tr><td>Variación:</td><td align="right"><b>-</b></td></tr>
</table>
</td>
<td></td>
<td width="27%" valign="top">
<table cellpadding="1" cellspacing="0" width="100%">
<tr><td colspan="2"><b>MACD</b> <a href="/v2/pantalla.php?id=macd"><img style="vertical-align:bottom;" src="/v2/imagenes/icono_pregunta.png"></a></td></tr>
<tr><td>Estado:</td><td align="right"><b><span style="color:green">Compra</span></b></td></tr>
<tr><td>Días desde corte:</td><td align="right"><b>17</b></td></tr>
<tr><td>Precio último corte:</td><td align="right"><b>121,85</b></td></tr>
<tr><td>Var. desde corte:</td><td align="right"><b><span style="color:green">8,43%</span></b></td></tr>
<tr><td> </td><td align="right"></td></tr>
<tr><td><b>Próximo corte</b></td><td align="right"></td></tr>
<tr><td>Proyección:</td><td align="right"><b><span style="color:red; white-space: nowrap">V 5 día(s)</span></b></td></tr>
<tr><td>Valor:</td><td align="right"><b>-</b></td></tr>
<tr><td>Variación:</td><td align="right"><b>-</b></td></tr>
</table>
</td>
</tr>
</table>
</td>
</table>
<p align="center">
</p><table cellpadding="5" cellspacing="0" width="100%" bgcolor="#eeeeee" style="font-family: Arial; font-size:14px; border:solid 1px #ccc; ">
<tr bgcolor="#dddddd" style="font-size:14px;font-family: 'Calibri',Arial;border-bottom:solid 1px #ccc;">
<td valign="bottom" style="border-left:solid 0px #bbb;border-bottom:solid 1px #ccc;cursor:help" colspan="1" align="center" title="Cruce del precio de cotización con la media móvil de 200 ruedas"><b>MM 200</b></td>
<!--td style="border-left:solid 2px #bbb;border-bottom:solid 1px #ccc;" colspan=1 align=center><b>T</b></td-->
<td style="border-left:solid 1px #bbb;border-bottom:solid 1px #ccc;cursor:help" colspan="5" align="center" title="Cruce de medias móviles de 21 y 42 ruedas"><b>Medias móviles 21/42</b> <a href="/v2/pantalla.php?id=ema"><img src="/v2/imagenes/icono_pregunta.png"></a></td>
<td style="border-left:solid 1px #bbb;border-bottom:solid 1px #ccc;" colspan="5" align="center"><b>MACD</b> <a href="/v2/pantalla.php?id=macd"><img src="/v2/imagenes/icono_pregunta.png"></a></td>
<td style="border-left:solid 1px #bbb;border-right:solid 0px #bbb;border-bottom:solid 1px #ccc;cursor:help" colspan="1" align="center" title="Oscilador estocástico"><b>SST</b> <a href="/v2/pantalla.php?id=estocastico"><img src="/v2/imagenes/icono_pregunta.png"></a></td>
</tr>
<tr bgcolor="#dddddd" style="font-size:11px;font-family: 'Calibri',Arial;">
<td style="border-left:solid 0px #bbb;border-right:solid 0px #bbb;" colspan="1" align="center"></td>
<td style="border-left:solid 1px #bbb;border-right:solid 1px #ccc;" colspan="4" align="center"><b>Último corte</b></td>
<td colspan="1" align="center"><b>Futuro</b></td>
<td style="border-left:solid 1px #bbb;border-right:solid 1px #ccc;" colspan="4" align="center"><b>Último corte</b></td>
<td colspan="1" align="center"><b>Futuro</b></td>
<td style="border-left:solid 1px #bbb;border-right:solid 0px #bbb" colspan="1" align="center"></td>
</tr>
<tr bgcolor="#dddddd" style="font-size:11px;font-family: 'Calibri',Arial;">
<td style="border-bottom:solid 1px #ccc;border-left:solid 0px #bbb;cursor:help" align="right" title="Variación porcentual desde el último corte"><b>% Var.</b></td>
<!--td style="border-left:solid 2px #bbb;" align=left><b>Tend.</b></td-->
<td style="border-bottom:solid 1px #ccc;border-left:solid 1px #bbb;cursor:help" align="right" title="Estado de la alerta"><b>Est.</b></td>
<!--td style="" align=right><b>Fecha</b></td-->
<td style="border-bottom:solid 1px #ccc;cursor:help" align="right" title="Días transcurridos desde el último corte"><b>Días</b></td>
<td style="border-bottom:solid 1px #ccc;cursor:help" align="right" title="Precio del último corte"><b>Precio</b></td>
<td style="border-bottom:solid 1px #ccc;border-right:solid 1px #ccc;cursor:help" title="Variación porcentual desde el último corte" align="right"><b>% Var.</b></td>
<td style="border-bottom:solid 1px #ccc;cursor:help" align="center" title="Proyección: próximo corte"><b>Proy.</b></td>
<td style="border-bottom:solid 1px #ccc;border-left:solid 1px #bbb;cursor:help" align="right" title="Estado de la alerta"><b>Est.</b></td>
<!--td style="" align=right><b>Fecha</b></td-->
<td style="border-bottom:solid 1px #ccc;cursor:help" align="right" title="Días transcurridos desde el último corte"><b>Días</b></td>
<td style="border-bottom:solid 1px #ccc;cursor:help" align="right" title="Precio del último corte"><b>Precio</b></td>
<td style="border-bottom:solid 1px #ccc;border-right:solid 1px #ccc;cursor:help" align="right" title="Variación porcentual desde el último corte"><b>% Var.</b></td>
<td style="border-bottom:solid 1px #ccc;cursor:help" align="center" title="Proyección: próximo corte"><b>Proy.</b></td>
<td style="border-bottom:solid 1px #ccc;border-left:solid 1px #bbb;" align="left"><b></b></td>
</tr><tr style="font-size:13px;">
<script type="text/javascript">
function cambiarcontenido(id,especie,tendencia) {
var x=document.getElementById(id);
x.innerHTML = '<form action=\"/v2/empresas/perfil.php\"><input type=\"hidden\" name=\"t_especie\" value=\"'+especie+'\"><input type=\"hidden\" name=\"p\" value=\"\"><input style=\"font-size:18px;text-align:center\" name=\"t_valor\" type=\"text\" size=\"1\" value=\"'+tendencia+'\"></form>';
x.onclick = null;
}
</script>
<!-- ema -->
<td width="7%" style="border-bottom:solid 1px #ddd;border-left:solid 0px #bbb" align="right"><span style=""><span style="color:darkgreen">17</span></span></td>
<td width="4%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;border-left:solid 1px #bbb;color:green" align="right"><b>C</b><br></td>
<!--td style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;" align=right>13/12</td-->
<td width="5%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;" align="right">60</td>
<td width="7%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;" align="right">115,2</td>
<td width="7%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;white-space:nowrap;border-right:solid 1px #ccc;color:green" align="right">15</td>
<td width="9%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;white-space:nowrap;color:red" align="center"><b></b></td>
<!-- macd -->
<td width="4%" style="border-bottom:solid 1px #ddd;border-left:solid 1px #bbb;color:green" align="right"><b>C</b><br></td>
<!--td style="border-bottom:solid 1px #ddd;" align=right>25/01</td-->
<td width="5%" style="border-bottom:solid 1px #ddd;" align="right">17</td>
<td width="7%" style="border-bottom:solid 1px #ddd;" align="right">121,85</td>
<td width="7%" style="border-bottom:solid 1px #ddd;border-right:solid 1px #ccc;white-space:nowrap;color:green" align="right">8</td>
<td width="9%" style="border-bottom:solid 1px #ddd;white-space:nowrap;color:red;white-space:nowrap;" align="center"><b>V 5</b></td>
<!--
<td style="border-bottom:solid 1px #ddd" align=right >0.00</td>
<td style="border-bottom:solid 1px #ddd;color:red" align=center>0.00%</td>
-->
<!-- estocastico -->
<td width="7%" style="border-bottom:solid 1px #ddd;background-color:#e5e5e5;border-left:solid 1px #bbb;white-space:nowrap;" align="center"><b>84</b><br></td>
</tr></table>
<br>
</td></tr>
In [5]:
import ravaonline
from tqdm import tqdm
for symbol in tqdm(ravaonline.get_symbols()):
ravaonline.get_data(symbol)
100%|██████████| 484/484 [10:24<00:00, 1.29s/it]
Content source: elsonidoq/fondos
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