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https://api.github.com/repos/pandas-dev/pandas/issues/4701 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4701/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4701/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4701/events | https://github.com/pandas-dev/pandas/issues/4701 | 18,689,792 | MDU6SXNzdWUxODY4OTc5Mg== | 4,701 | index not a consistent behavior after dataframe slicing | {
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In [179]: tdf = pd.DataFrame([[1,1,1],[2,2,2],[3,3,3]])
In [180]: tdf.set_index([0,1], inplace=True)
In [181]: tdf
Out[181... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4702 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4702/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4702/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4702/events | https://github.com/pandas-dev/pandas/issues/4702 | 18,694,472 | MDU6SXNzdWUxODY5NDQ3Mg== | 4,702 | Bug in read_csv when passing header kwarg? | {
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```
>>> from StringIO import StringIO
>>> import pandas
>>> text = """
a a a b c c
q r s t u v
1 2 3 4 5 6
1 2 3 4 5 6
"""
>>> # expected behavior without header
>>> pandas.read_csv(StringIO(text.strip()), sep='\s+')
a a.1 a.2 b c c.1
0 q r ... | {
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"followers_url": "https://api.github.com/users/wesm... | 22 | 2013-08-28T22:02:05Z | 2016-10-12T23:04:09Z | 2013-10-21T00:41:26Z | NONE | null | Noticed that if export a df to json file and then reload the data, ordering is not kept.
``` python
import pandas as pd
df.to_json('test.json')
newdf = pd.read_json('test.json')
print df.index
```
gives:
``` python
1
10
100
....
```
instead of
``` python
1
2
3
....
```
it suffices to call `newdf = pd.read_json... | {
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import pandas as pd, numpy
df = pd.DataFrame(numpy.empty((10,10)))
df.to_hdf('testme.h5','data',fmt='t')
store = pd.HDFStore('testme.h5')
In [7]: store
Out[7]:
<class 'pandas.io.pytables.HDFStore'>
File path: testme.h5
/data frame (shape->[10,10])
store.put('data1',df,fmt='t')
In [10]: st... | {
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In Pandas 0.12 : "Ran in 0:00:29.542475 secs"
In Pandas 0.11 : "Ran in 0:00:06.653506 secs"
It only happens on a date-indexed DataFrame:
from pandas import *
from numpy.random import randn
N = 10000
M = 25
df = ... | {
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implicitly in a tz (e.g., reading from a file) by passing imply_dst to
tz_localize.
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I noticed a discrepancy between `JSON.stringify` in Chrome and both the built-in `json` package (python 2.7 at least) and `ultrajson`. In short the value `4.0`, say, encodes as `"4"` in Chrome and `"4.0"` in the others. In JavaScript-land, this has no practical impact, but I thought I'd bring it up i... | {
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"followers_url": "https://api.github.com/users/... | 0 | 2013-08-30T14:56:41Z | 2013-10-15T12:42:35Z | 2013-10-15T12:42:35Z | CONTRIBUTOR | null | This happens with and empty series with numpy arrays for both the values and the index.
``` python
>>> import pandas as pd
>>> import numpy as np
>>>
>>> with pd.get_store('foo.h5') as store:
... s = pd.Series(np.array([], dtype=np.int64), index=np.array([], dtype=np.int64))
... store['s'] = s
... s = sto... | {
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"followers_url": "https://api.github.com/users/... | 9 | 2013-08-30T15:12:15Z | 2014-06-23T14:43:41Z | 2013-10-15T12:42:36Z | CONTRIBUTOR | null | closes #4708 by spotting when the sentinel single value has been written. This was not being done for the index which resulted in a values/index length miss-match.
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https://api.github.com/repos/pandas-dev/pandas/issues/4710 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4710/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4710/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4710/events | https://github.com/pandas-dev/pandas/issues/4710 | 18,795,303 | MDU6SXNzdWUxODc5NTMwMw== | 4,710 | hierarchical index + frame_table + data_columns=True -> TypeError | {
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"description": "read_hdf, HDFStore",
... | closed | false | null | [] | {
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import pandas as pd, numpy
r = numpy.empty((3,4))
index = pd.MultiIndex.from_tuples([('A','a'), ('A','b'), ('B','a'), ('B','b')])
df = pd.DataFrame(r, columns=index)
store = pd.HDFStore('df.h5')
store.put('data',df) #->OK
store.put('data1',df,table=True) #-> Ok
store.put('data2',df,table=True,data_columns=['A']) ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4711 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4711/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4711/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4711/events | https://github.com/pandas-dev/pandas/issues/4711 | 18,801,116 | MDU6SXNzdWUxODgwMTExNg== | 4,711 | Unable to install pandas | {
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Mac Lion 10.7.5
Installed Cython (using pip install, which utilized llvm-gcc-4.2, for example)
Trying to install pandas using pip install from distribution or from git fails giving error:
######
p... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4712 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4712/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4712/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4712/events | https://github.com/pandas-dev/pandas/issues/4712 | 18,811,855 | MDU6SXNzdWUxODgxMTg1NQ== | 4,712 | Unused (and undocumented) `kind` parameter in `read_excel` | {
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Why does read_excel take a `kind` parameter at all? It gets passed to the `ExcelFile` constructor, set on the object and then (as far as I can tell) never gets used for anything.
This should either be removed from the signature (which doesn't affect anything, because it will be accepted into kwds anyways... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4713 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4713/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4713/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4713/events | https://github.com/pandas-dev/pandas/pull/4713 | 18,812,480 | MDExOlB1bGxSZXF1ZXN0Nzk5ODQ2Mg== | 4,713 | CLN: Remove unused and undocumented kind keyword from read_excel | {
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Fixes #4712
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https://api.github.com/repos/pandas-dev/pandas/issues/4714 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4714/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4714/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4714/events | https://github.com/pandas-dev/pandas/pull/4714 | 18,823,104 | MDExOlB1bGxSZXF1ZXN0ODAwMzQyNw== | 4,714 | API: for HDFStore, add the keyword dropna=True to append to change whether to write ALL nan rows to the store (GH4625) | {
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also settable via the option io.hdf.dropna_table
retains backward compat
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https://api.github.com/repos/pandas-dev/pandas/issues/4715 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4715/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4715/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4715/events | https://github.com/pandas-dev/pandas/pull/4715 | 18,823,458 | MDExOlB1bGxSZXF1ZXN0ODAwMzU3MQ== | 4,715 | API: change nomeclature in HDFStore to use format=fixed(f) | table(t) | {
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Storer has been renamed to Fixed (and all docs changed)
added option: `io.hdf.default_format` to allow the overriding of the default format
format is now specified as: `format=` with a value of (`fixed(f)` or `table(t)`)
should be a bit more intuitve
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https://api.github.com/repos/pandas-dev/pandas/issues/4716 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4716/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4716/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4716/events | https://github.com/pandas-dev/pandas/pull/4716 | 18,827,450 | MDExOlB1bGxSZXF1ZXN0ODAwNTA2NQ== | 4,716 | API/BUG: a column multi-index will be recreated properly (GH4710) | {
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API: raise on trying to use a multi-index with data_columns on the same axis
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https://api.github.com/repos/pandas-dev/pandas/issues/4717 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4717/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4717/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4717/events | https://github.com/pandas-dev/pandas/issues/4717 | 18,829,713 | MDU6SXNzdWUxODgyOTcxMw== | 4,717 | CLN: Incorrect name in docstrings for generic | {
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"followers_url": "https://api.github.com/users/wesm... | 20 | 2013-08-31T23:03:05Z | 2013-10-28T01:55:09Z | 2013-10-28T01:54:39Z | CONTRIBUTOR | null | E.g. for reindex on panel
```
elp on method reindex in module pandas.core.generic:
reindex(self, *args, **kwargs) method of pandas.core.panel.Panel instance
Conform DataFrame to new index with optional filling logic, placing
NA/NaN in locations having no value in the previous index. A new object
is produc... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4718 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4718/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4718/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4718/events | https://github.com/pandas-dev/pandas/pull/4718 | 18,829,929 | MDExOlB1bGxSZXF1ZXN0ODAwNTk2NQ== | 4,718 | ENH: Better rename/set_names handling for Index | {
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- MultiIndex now responds correctly to `rename` (synonym for
`set_names`)
- `set_names` checks that input is list like.
- Cleaner error message for immutable ops.
- Added in previously missing tests for MultiIndex immutable metadata.
- Altered `is_list_like` to check for binary_types as well.
For now, th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4719 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4719/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4719/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4719/events | https://github.com/pandas-dev/pandas/pull/4719 | 18,829,971 | MDExOlB1bGxSZXF1ZXN0ODAwNTk4MQ== | 4,719 | DOC: Updates to CONTRIBUTING.md | {
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"followers_url": "https://api.github.com/users/wesm... | 0 | 2013-08-31T23:28:43Z | 2014-07-16T08:25:51Z | 2013-09-01T18:45:34Z | CONTRIBUTOR | null | Some updates that are probably necessary - figured I'd put this in a PR first then merge in a bit.
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https://api.github.com/repos/pandas-dev/pandas/issues/4720 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4720/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4720/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4720/events | https://github.com/pandas-dev/pandas/issues/4720 | 18,830,694 | MDU6SXNzdWUxODgzMDY5NA== | 4,720 | ENH: Question: pivot_table() column order and hierarchy of index | {
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```
In [15]: import pandas as pd
In [16]: import numpy as np
In [17]: df = pd.DataFrame({'A' : ['one', 'one', 'two', 'three'] * 6,
'B' : ['A', 'B', 'C'] * 8,
'C' : ['foo', 'foo', 'foo', 'bar', 'bar', 'bar'] * 4,
'D' : np.random.randn(24),
'E' : np... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4721 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4721/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4721/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4721/events | https://github.com/pandas-dev/pandas/pull/4721 | 18,831,337 | MDExOlB1bGxSZXF1ZXN0ODAwNjQ5NA== | 4,721 | CLN: Improve Exceptions in core/common, io/excel and core/format | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2013-09-01T02:13:11Z | 2014-06-25T23:05:47Z | 2013-09-02T02:11:31Z | CONTRIBUTOR | null | Related to #3954.
Cleanups to Exceptions in core/common, io/excel, core/format. A few places I added `# pragma: no cover`, because it looked like the code was generally unreachable. A few cleanups in tests/test_common and better error message in `_mut_exclusive` (which needs to be used in Panel.reindex later on).
Spe... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4722 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4722/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4722/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4722/events | https://github.com/pandas-dev/pandas/pull/4722 | 18,834,102 | MDExOlB1bGxSZXF1ZXN0ODAwNzUxNQ== | 4,722 | PERF: faster plotting of timeseries with PeriodIndex | {
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This improves the speed of plotting timeseries with PeriodIndex (or with DatetimeIndex that is converted to a PeriodIndex during plotting) drastically: from 30 s in 0.12 (but 7 s in 0.11) to 0.2 s with this commit for the plotting of following data:
``` python
N = 10000
M = 25
df = pd.DataFr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4723 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4723/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4723/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4723/events | https://github.com/pandas-dev/pandas/pull/4723 | 18,834,230 | MDExOlB1bGxSZXF1ZXN0ODAwNzU1OQ== | 4,723 | DOC: small clarification in DataFrame docstring | {
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- add that it is actually for the column labels
- fixes small typo (not -> no)
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https://api.github.com/repos/pandas-dev/pandas/issues/4724 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4724/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4724/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4724/events | https://github.com/pandas-dev/pandas/issues/4724 | 18,835,194 | MDU6SXNzdWUxODgzNTE5NA== | 4,724 | BUG: frame_table > 1306 columns leads to corruption in hdf | {
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import pandas as pd, numpy
store = pd.HDFStore('pd.h5','w')
r = numpy.empty((1,1306))
store.put('data1', pd.DataFrame(r), table=True)
r = numpy.empty((1,1307))
store.put('data2', pd.DataFrame(r), table=True)
r = numpy.empty((1,5000))
store.put('data3', pd.DataFrame(r))
print store
store.close()
store = pd.HDFStor... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4725 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4725/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4725/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4725/events | https://github.com/pandas-dev/pandas/issues/4725 | 18,836,476 | MDU6SXNzdWUxODgzNjQ3Ng== | 4,725 | API: mixin super class to Series/Index to support common methods | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2013-09-01T13:00:21Z | 2013-09-01T13:01:51Z | 2013-09-01T13:01:33Z | CONTRIBUTOR | null | http://stackoverflow.com/questions/18558429/create-a-new-dataframe-column-from-an-existing-one
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https://api.github.com/repos/pandas-dev/pandas/issues/4726 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4726/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4726/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4726/events | https://github.com/pandas-dev/pandas/issues/4726 | 18,839,894 | MDU6SXNzdWUxODgzOTg5NA== | 4,726 | BUG: Indexing with duplicate columns | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2013-09-01T17:42:42Z | 2013-09-02T13:07:12Z | 2013-09-02T13:07:12Z | CONTRIBUTOR | null | Currently failing test case:
``` python
df = DataFrame([[1,2,'foo','bar']], columns=['a','a','a','a'])
s = Series([1, 2, 'foo', 'bar'], index=['a', 'a', 'a', 'a'], name=0)
assert_series_equal(df.irow(0), s)
```
Here's what's going on right now.
``` python
In [3]: from pandas import *
In [4]: df = DataFrame([[1,2,'fo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4727 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4727/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4727/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4727/events | https://github.com/pandas-dev/pandas/pull/4727 | 18,841,277 | MDExOlB1bGxSZXF1ZXN0ODAxMDAzNA== | 4,727 | BUG: Fix DataFrame.from_records w/ normal ndarray. | {
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This was the original test case (that dates back, ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4728 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4728/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4728/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4728/events | https://github.com/pandas-dev/pandas/issues/4728 | 18,842,707 | MDU6SXNzdWUxODg0MjcwNw== | 4,728 | CLN: DataFrame constructor should dispatch to `from_records` | {
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"followers_url": "https://api.github.com/users/wesm... | 3 | 2013-09-01T21:12:29Z | 2013-09-01T23:21:06Z | 2013-09-01T23:21:06Z | CONTRIBUTOR | null | as @jreback put it: main constructor should dispatch to from_records if either an ndarray has dtype.names or the dtype is a compound type
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https://api.github.com/repos/pandas-dev/pandas/issues/4729 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4729/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4729/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4729/events | https://github.com/pandas-dev/pandas/pull/4729 | 18,843,067 | MDExOlB1bGxSZXF1ZXN0ODAxMDcxNg== | 4,729 | BUG: (GH4726) bug in getting a cross-sectional using iloc/loc with a duplicate items index | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4730 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4730/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4730/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4730/events | https://github.com/pandas-dev/pandas/issues/4730 | 18,843,392 | MDU6SXNzdWUxODg0MzM5Mg== | 4,730 | Better error message when handling bad keys in json data | {
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"followers_url": "https://api.github.com/users/wesm... | 0 | 2013-09-01T22:02:45Z | 2013-09-17T04:40:23Z | 2013-09-17T04:40:23Z | CONTRIBUTOR | null | Should read_json check for bad keys at the top level and catch them instead of passing them directly to the `DataFrame` constructor?
Currently there is this test case in io/tests/test_json/test_pandas.py that shadows a slightly confusing error message:
``` python
# bad key
json = StringIO('{"badkey":... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4731 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4731/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4731/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4731/events | https://github.com/pandas-dev/pandas/issues/4731 | 18,843,762 | MDU6SXNzdWUxODg0Mzc2Mg== | 4,731 | ENH: return `NotImplemented` rather than raise TypeError in Period arithmetic. | {
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"followers_url": "https://api.github.com/users/jr... | 0 | 2013-09-01T22:34:14Z | 2014-06-19T19:27:10Z | 2014-06-19T19:27:10Z | CONTRIBUTOR | null | Right now, some of the error messages for in pandas/tseries/period.py are not so great:
``` python
In [9]: period = Period('2000-01-03', 'B')
In [10]: period > 1
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipy... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4732 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4732/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4732/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4732/events | https://github.com/pandas-dev/pandas/pull/4732 | 18,845,590 | MDExOlB1bGxSZXF1ZXN0ODAxMTYxOA== | 4,732 | CLN: Improve Exceptions in core/frame and testing in test_frame and test_multilievel | {
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- nearly everything that w... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4733 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4733/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4733/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4733/events | https://github.com/pandas-dev/pandas/issues/4733 | 18,855,314 | MDU6SXNzdWUxODg1NTMxNA== | 4,733 | Accessing unused columns in pivot_table | {
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"f... | 4 | 2013-09-02T09:11:05Z | 2021-04-11T03:14:36Z | null | NONE | null | related is #6490
I am new to pandas but have run into a problem which I believe is a bug.
I tried to execute the following:
```
df_sum=pd.pivot_table(df,rows=['Konskund_MEAB','ProdID'],cols=['Year'], aggfunc=lambda x: np.average(x['snittpris'],
weights=x['Antal_forsandelser'])
```
This produce a number of errors.
... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4734 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4734/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4734/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4734/events | https://github.com/pandas-dev/pandas/issues/4734 | 18,876,790 | MDU6SXNzdWUxODg3Njc5MA== | 4,734 | to_xml and read_xml | {
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"f... | 3 | 2013-09-02T19:06:01Z | 2018-07-06T22:00:08Z | 2018-07-06T22:00:07Z | CONTRIBUTOR | null | http://stackoverflow.com/questions/18574108/how-do-convert-a-pandas-dataframe-to-xml
cc @jreback
I don't _think_ there is a standard xml, but perhaps his could be generalised? If not maybe simply adding this recipe to the cookbook is useful.
Solutions for read_xml are hacking tree with from_records
http://stackoverf... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4735 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4735/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4735/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4735/events | https://github.com/pandas-dev/pandas/issues/4735 | 18,893,688 | MDU6SXNzdWUxODg5MzY4OA== | 4,735 | nosetests errors | {
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/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/pandas-0.11.0-py2.7-macosx-10.6-intel.egg/pandas/tests$ sudo nosetests *
# .............................................. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4736 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4736/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4736/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4736/events | https://github.com/pandas-dev/pandas/issues/4736 | 18,921,373 | MDU6SXNzdWUxODkyMTM3Mw== | 4,736 | installation issue - Throws an exception when DataReader can't get a 200 response from | {
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1) First I installed the latest version of every dependency, every recommended dependency, and every optional dependency listed here (including the BeautifulSoup4 and html5lib combo):
http://pandas.pydata.org/pandas-docs/stable/install.html
...using the standard:
```
$ sudo python setup.py install
``... | {
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"f... | 2 | 2013-09-03T20:13:39Z | 2021-04-11T03:15:33Z | null | CONTRIBUTOR | null | related #2330, #2821
pretty easy to do; doesn't really take much time either (can be done in the block manager)
http://stackoverflow.com/questions/18599579/python-pandas-multi-index
could also easily convert them (which in theory could be expensive so should be a method)
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writer engines and added xlsxwriter as an option.
GitHub issue #4542.
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https://api.github.com/repos/pandas-dev/pandas/issues/4740 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4740/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4740/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4740/events | https://github.com/pandas-dev/pandas/pull/4740 | 18,945,446 | MDExOlB1bGxSZXF1ZXN0ODA1OTAxNA== | 4,740 | ENH ohlc resample for DataFrame | {
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Can use ohlc from DataFrame.
cc @jreback
Example:
```
In [24]: df = pd.DataFrame({'PRICE': {Timestamp('2011-01-06 10:59:05', tz=None): 24990,
Timestamp('2011-01-06 12:43:33', tz=None): 25499,
Timestamp('2011-01-06 12:54:09', tz=None): 25499},
'VOLUME': {Timestamp('2011-01-06 10:59:05', tz=None): 1... | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2013-09-03T23:47:50Z | 2013-09-29T17:56:56Z | 2013-09-29T17:56:56Z | CONTRIBUTOR | null | related #2320
`df.groupby('A').describe()`
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In [12]: df = pd.DataFrame({'a': [3, 3], 'b': [3, 3]})
In [13]: df.plot()
Out[13]: <matplotlib.axes.AxesSubplot at 0x10fb6e2d0>
In [14]: df_two = pd.DataFrame({'a': [None, N... | {
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and scroll down a bit. Caught this in a doc build. I'll take a look at it.
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``` python
In [3]: s = pd.load('wontplot.pandas')
In [5]: s.plot()
Traceback (most recent call last):
File "<ipython-input-5-d3eb09d34df4>", line 1, in <module>
s.plot()
File "C:\dev\bin\Python27\lib\site-packages\pandas\tools\plotting.py", line 1727... | {
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I see this with both 0.12 and master.
An example:
``` python
In [2]: pd... | {
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Basically Pandas is appending the row MultiIndex as columns to the columns that we pass. If the columns happen to be a set we g... | {
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closes #4743
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https://api.github.com/repos/pandas-dev/pandas/issues/4749 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4749/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4749/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4749/events | https://github.com/pandas-dev/pandas/issues/4749 | 19,008,277 | MDU6SXNzdWUxOTAwODI3Nw== | 4,749 | BUG: if first row is short, read_csv raises exception instead of filling with NaN | {
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pandas' read_csv is supposed to handle short rows by filling them with NaN. It does so most of the time. However, if the first row is short and you specify header=None, then you get an error. This happens whether or not you specify colum... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4750 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4750/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4750/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4750/events | https://github.com/pandas-dev/pandas/pull/4750 | 19,012,083 | MDExOlB1bGxSZXF1ZXN0ODA5MjAwNw== | 4,750 | CLN: Make ExcelWriter more pluggable | {
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Basically, you can subclass `ExcelWriter` (or not), register the engine with `register_engine`, and then either pass it as an `engine` keyword to `read_excel` or set it as the default writer using the config options (i.e., `io.excel.xlsx.writer` or `io.e... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4751 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4751/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4751/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4751/events | https://github.com/pandas-dev/pandas/pull/4751 | 19,013,587 | MDExOlB1bGxSZXF1ZXN0ODA5Mjg3Mg== | 4,751 | BUG: Fix wrong str.format() calls in Index.summary | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4752 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4752/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4752/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4752/events | https://github.com/pandas-dev/pandas/pull/4752 | 19,014,358 | MDExOlB1bGxSZXF1ZXN0ODA5MzI0MQ== | 4,752 | BUG: Fix crash using to_csv with QUOTE_NONE | {
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Now passes `quotechar` to csv's writer. Default is same as csv (`'"'`), but sets to `None` with `quoting=csv.QUOTE_NONE`.
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https://api.github.com/repos/pandas-dev/pandas/issues/4754 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4754/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4754/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4754/events | https://github.com/pandas-dev/pandas/pull/4754 | 19,046,237 | MDExOlB1bGxSZXF1ZXN0ODEwNjQ3OQ== | 4,754 | Added support for outer join in DataFrame.update | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4755 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4755/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4755/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4755/events | https://github.com/pandas-dev/pandas/pull/4755 | 19,047,928 | MDExOlB1bGxSZXF1ZXN0ODEwNzMzMA== | 4,755 | BUG: TimeSeries compat from < 0.13 | {
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additional tests as well
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https://api.github.com/repos/pandas-dev/pandas/issues/4756 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4756/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4756/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4756/events | https://github.com/pandas-dev/pandas/pull/4756 | 19,065,449 | MDExOlB1bGxSZXF1ZXN0ODExNDIxMw== | 4,756 | BUG/ER: (GH2702) Bug with Series indexing not raising an error when the right-hand-side has an incorrect length | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2013-09-05T18:13:02Z | 2014-06-16T16:32:22Z | 2013-09-06T03:11:15Z | CONTRIBUTOR | null | closes #2702
Base use cases (note that a completely changed series will morph to the new dtype if necessary)
```
In [1]: s = Series(list('abc'))
In [2]: s[0:3] = list(range(3))
In [3]: s
Out[3]:
0 0
1 1
2 2
dtype: int64
In [4]: s = Series(list('abc'))
In [5]: s[0:2] = list(range(2))
In [6]: s
Out[6]:
0... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4758 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4758/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4758/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4758/events | https://github.com/pandas-dev/pandas/issues/4758 | 19,072,906 | MDU6SXNzdWUxOTA3MjkwNg== | 4,758 | Datetime as string in indexing a MultiIndex not always working | {
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Basically, indexing a DateTimeIndex with a string does work in a single index, but not always in a MultiIndex:
```
In [7]: df= pd.DataFrame({'ACCOUNT':["ACCT1", "ACCT1", "ACCT1", "ACCT2"],
...: 'TICKER':[... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4759 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4759/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4759/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4759/events | https://github.com/pandas-dev/pandas/issues/4759 | 19,084,148 | MDU6SXNzdWUxOTA4NDE0OA== | 4,759 | ENH: Better Exception when trying to set on Series with tuple-index. | {
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"followers_url": "https://api.github.com/users/wesm... | 0 | 2013-09-06T01:27:20Z | 2013-09-15T05:01:34Z | 2013-09-15T05:01:34Z | CONTRIBUTOR | null | Fix this Exception to be better (probably the same `tuple-index` error or something...)
``` python
>>> import pandas.util.testing as tm
>>> ts = tm.makeTimeSeries()
>>> ts[:, 2] = None
Traceback (most recent call last):
File "<console>", line 1, in <module>
File "pandas/core/series.py", line 1061, in __setitem__
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https://api.github.com/repos/pandas-dev/pandas/issues/4760 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4760/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4760/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4760/events | https://github.com/pandas-dev/pandas/pull/4760 | 19,085,496 | MDExOlB1bGxSZXF1ZXN0ODEyNjAyNA== | 4,760 | CLN: Move print_versions into pandas proper. | {
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"followers_url": "https://api.github.com/users/wesm... | 4 | 2013-09-06T02:26:58Z | 2014-07-16T08:26:47Z | 2013-09-06T02:49:12Z | CONTRIBUTOR | null | Moves print_versions under util so that it can be called from buildbot
(and so we can tell people to run `from pandas.util.print_versions import show_versions; show_versions()`
when trying to debug)
cc @yarikoptic
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https://api.github.com/repos/pandas-dev/pandas/issues/4761 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4761/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4761/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4761/events | https://github.com/pandas-dev/pandas/pull/4761 | 19,086,321 | MDExOlB1bGxSZXF1ZXN0ODEyNjQ4Nw== | 4,761 | BUG: in multi-indexing with a partial string selection (GH4758) | {
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```
In [2]: df = DataFrame({'ACCOUNT':["ACCT1", "ACCT1", "ACCT1", "ACCT2"],
...: 'TICKER':["ABC", "MNP", "XYZ", "XYZ"],
...: 'val':[1,2,3,4]},
...: index=date_range("2013-06-19 09:30:00", periods=4, freq='5T'))
In [3]: df_mul... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4762 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4762/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4762/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4762/events | https://github.com/pandas-dev/pandas/pull/4762 | 19,088,231 | MDExOlB1bGxSZXF1ZXN0ODEyNzQ4Nw== | 4,762 | Gotachas -> Gotchas | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2013-09-06T04:46:59Z | 2014-07-16T08:26:51Z | 2013-09-06T04:50:46Z | CONTRIBUTOR | null | Just a quick typo fix.
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https://api.github.com/repos/pandas-dev/pandas/issues/4763 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4763/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4763/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4763/events | https://github.com/pandas-dev/pandas/issues/4763 | 19,119,521 | MDU6SXNzdWUxOTExOTUyMQ== | 4,763 | Inconsistent isin with strings | {
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In [5]: s = Series(list('abc'))
In [6]: s.isin('a')
Out[6]:
0 True
1 False
2 False
dtype: bool
In [5]: s = Series(list('abc'))
In [6]: s.isin('a')
Out[6]:
0 True
1 False
2 False
dtype: bool
In [7]: s = Series(['aaa', 'b', 'c'])
In [8]: s.isin('aaa')
Out[8]:
0 False
1 False
2 False
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https://api.github.com/repos/pandas-dev/pandas/issues/4764 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4764/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4764/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4764/events | https://github.com/pandas-dev/pandas/issues/4764 | 19,122,193 | MDU6SXNzdWUxOTEyMjE5Mw== | 4,764 | BLD: windows builds failing in pandas.json | {
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was reported by Gagi, but I reproduced this on building on AMD64
This is current master
can you take a look?
thanks
```
building 'pandas.json' extension
creating build\temp.win-amd64-2.7\Release\pandas\src\ujson
creating build\temp.win-amd64-2.7\Release\pandas\src\ujson\python
creating build\temp.... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4765 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4765/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4765/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4765/events | https://github.com/pandas-dev/pandas/pull/4765 | 19,122,716 | MDExOlB1bGxSZXF1ZXN0ODE0NjY3OA== | 4,765 | API: raise a TypeError when isin is passed a string | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4766 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4766/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4766/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4766/events | https://github.com/pandas-dev/pandas/pull/4766 | 19,132,878 | MDExOlB1bGxSZXF1ZXN0ODE1Mjg2MA== | 4,766 | BUG: Bug in setting with loc/ix a single indexer on a multi-index axis and a listlike (related to GH3777) | {
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This shows enlarging (and setting inplace)
```
In [8]: df = DataFrame(np.random.randint(5,10,size=9).reshape(3, 3),
...: ...: columns=list('abc'),
...: ...: index=[[4,4,8],[8,10,12]])
In [9]:
In [9]: df
Out[9]:
a b c
4 8 8 8 8
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closes #4700 (header inconsistency issue) (API)
closes #5029 (comma issue, added this data set, ordering issue) (BUG)
closes #5048 (header type conversion issue) (BUG)
closes #5066 (index_col issue) (BUG)
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```
In [5]: df = concat([DataFrame(np.random.randn(10,4),columns=['A','A','B','B']),
...: DataFrame(np.random.randint(0,10,size=20).reshape(10,2),columns=['A','C'])],
...: axis=1)
In [6]: df
Out[6]:
A A B B A... | {
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TST/BUG: Bug in iloc with a slice index failing (GH4771)
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Things I changed (mainly copied from the new numpy/scipy docs):
- reduced space around parameter description
- italic font ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4776 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4776/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4776/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4776/events | https://github.com/pandas-dev/pandas/pull/4776 | 19,163,530 | MDExOlB1bGxSZXF1ZXN0ODE2NDExMg== | 4,776 | DOC: correction of example in unstack docstring | {
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"followers_url": "https://api.github.com/users/wesm... | 4 | 2013-09-08T16:56:25Z | 2014-07-16T08:27:13Z | 2013-09-20T22:18:14Z | MEMBER | null | There is an error in the example of the `unstack` docstring (http://pandas.pydata.org/pandas-docs/dev/generated/pandas.DataFrame.unstack.html ):
```
>>> df = s.unstack(level=0)
>>> df
one two
a 1. 2.
b 3. 4
```
should be
```
one two
a 1. 3.
b 2. 4
```
So this PR fixes that, but in the same time... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4777 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4777/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4777/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4777/events | https://github.com/pandas-dev/pandas/pull/4777 | 19,169,379 | MDExOlB1bGxSZXF1ZXN0ODE2NjEzMQ== | 4,777 | PERF: refactor tokenizer to give compiler branching hints. (OSX testers wanted) | {
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I've encountered no regressions on any dataset I tried.
Tested with gcc 4.6,4.7,4.8 on linux, results from OSX+clang would be useful:
`./test_perf.sh -H -r read_table_multiple_long` before and after.
Second VB commit is unrelated.
Wil... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4778 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4778/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4778/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4778/events | https://github.com/pandas-dev/pandas/pull/4778 | 19,171,108 | MDExOlB1bGxSZXF1ZXN0ODE2NjY5Ng== | 4,778 | BLD: windows builds failing in pandas.json (#4764) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4779 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4779/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4779/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4779/events | https://github.com/pandas-dev/pandas/pull/4779 | 19,172,392 | MDExOlB1bGxSZXF1ZXN0ODE2NzA0OQ== | 4,779 | TST/BUG: duplicate indexing ops with a Series using where and inplace add buggy (GH4550/GH4548) | {
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```
In [1]: s = pd.concat([Series(list(range(3))),Series(list(range(3)))])
In [2]: s
Out[2]:
0 0
1 1
2 2
0 0
1 1
2 2
dtype: int64
In [3]: s.where(s<2)
Out[3]:
0 0
1 1
2 NaN
0 0
1 1
2 NaN
dtype: float64
In [4]: s[s<1] = 5
In [5]: s
Out[5]:
0 5
1 1
2 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4780 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4780/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4780/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4780/events | https://github.com/pandas-dev/pandas/issues/4780 | 19,173,435 | MDU6SXNzdWUxOTE3MzQzNQ== | 4,780 | Documentation Improvement -- Typo in 10 Minutes to Pandas Tutorial? (date_range) | {
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In [5]: dates = pd.date_range('20130101',periods=6)
Later on, under ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4781 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4781/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4781/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4781/events | https://github.com/pandas-dev/pandas/pull/4781 | 19,173,852 | MDExOlB1bGxSZXF1ZXN0ODE2NzY5MQ== | 4,781 | ENH: Add axis and level keywords to where, so that the other argument can now be an alignable pandas object. | {
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"followers_url": "https://api.github.com/users/wesm... | 2 | 2013-09-09T03:05:55Z | 2014-06-12T07:40:42Z | 2013-09-10T11:34:51Z | CONTRIBUTOR | null | So traditionally a fillna that does the means of the columns is an apply operation
```
In [1]: df = DataFrame(np.random.randn(10,3))
In [2]: df.iloc[3:5,0] = np.nan
In [3]: df.iloc[4:6,1] = np.nan
In [4]: df.iloc[5:8,2] = np.nan
In [5]: df
Out[5]:
0 1 2
0 0.096030 0.197451 1.645981
1 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4782 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4782/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4782/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4782/events | https://github.com/pandas-dev/pandas/issues/4782 | 19,174,341 | MDU6SXNzdWUxOTE3NDM0MQ== | 4,782 | Unfinished test case in pandas/io/tests/test_parsers | {
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... | 2 | 2013-09-09T03:29:21Z | 2016-08-01T17:35:47Z | 2016-08-01T10:17:17Z | CONTRIBUTOR | null | Any ideas on what this was supposed to be? (from 50ae5268)
``` python
def test_multiple_skts_example(self):
data = "year, month, a, b\n 2001, 01, 0.0, 10.\n 2001, 02, 1.1, 11."
pass
```
Came in a commit with release notes that said:
``` diff
diff --git a/RELEASE.rst b/RELEASE.rst
index a82e511..6... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4783 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4783/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4783/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4783/events | https://github.com/pandas-dev/pandas/pull/4783 | 19,174,735 | MDExOlB1bGxSZXF1ZXN0ODE2ODAxMw== | 4,783 | BUG: Fix input bytes conversion in Py3 to return str | {
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"followers_url": "https://api.github.com/users/wesm... | 5 | 2013-09-09T03:45:05Z | 2014-06-19T08:30:04Z | 2013-09-14T01:59:59Z | CONTRIBUTOR | null | Fixes #3963, #4785
Fixed bug with reading compressed files in as `bytes` (`gzip` and `bz2` both now return `bytes` rather
than `str` in Python 3) rather than `str` in Python 3, as well as the lack of conversion of `BytesIO`. Now, `_get_handle` and `_wrap_compressed` both wrap in an `io.TextIOWrapper`, so that the pars... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/4784 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/4784/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/4784/comments | https://api.github.com/repos/pandas-dev/pandas/issues/4784/events | https://github.com/pandas-dev/pandas/pull/4784 | 19,175,910 | MDExOlB1bGxSZXF1ZXN0ODE2ODUwNg== | 4,784 | BUG: Fix read_fwf with compressed files. | {
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`gzip` and `bz2` both now return `bytes` rather than `str` in Python 3, so
need to check for bytes and decode as necessary.
replacing #4783
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>>> import pandas as pd
>>> from io import BytesIO
>>> pd.read_fwf(BytesIO("שלום".encode('utf8')),widths=[2])
>>>pandas/io/parsers.py", line 1944, in <listcomp>
>>> for (fromm, to) in self.colspecs]
>>>TypeError: Type str doesn't support the buffer API
```
By another path:
```
>>> from io import BytesIO
>>> pd... | {
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"labels_url": "htt... | 21 | 2013-09-09T14:36:17Z | 2016-10-12T23:04:11Z | 2014-01-24T16:13:33Z | CONTRIBUTOR | null | Is this a local problem? I'm on g41d10b5. The following url appears never to return, or at least it's taking an inordinately long time.
http://www.nku.edu/~longa/geomed/ppa/doc/globals/Globals.htm
Same result with either the url or the raw html.
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"followers_url": "https://api.github.com/users/jorisva... | 3 | 2013-09-09T16:08:18Z | 2020-01-01T16:02:29Z | 2020-01-01T15:52:33Z | CONTRIBUTOR | null | for:
`min,max,sum,var,std,kurt,median,mad,prod,skew`
The big reason to do this is a performance hit when you happen to have an object column. and you don't realize it.
See: http://stackoverflow.com/questions/18701569/pandas-dataframe-mean-very-slow-how-can-i-calculate-means-of-columns-faster
`_reduce` in Frame alre... | {
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"followers_url": "https://api.github.com/users/wesm... | 24 | 2013-09-09T20:36:09Z | 2013-09-10T14:04:41Z | 2013-09-10T13:05:46Z | CONTRIBUTOR | null | I'm in a bit of a pickle here. If I try to save and read back a multi-indexed dataframe, I get this error (and in some situations, can't reproduce when, I get a `TypeError: Required argument 'shape' (pos 1) not found` error).
The gist with the full traceback is [here](https://gist.github.com/d10genes/6500977).
```
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======================================================================
FAIL: test_bar_log (pandas.tests.test_graphics.TestDataFramePlots)
----------------------------------------------------------------------
Traceback (most recent call last):
File "/home/yoh/deb/gits/pkg-exppsy/pandas/pandas/tests/test_graphics.... | {
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But there is one for `DataFrame.__init__()` (http://pandas.pydata.org/pandas-docs/dev/generated/pandas.DataF... | {
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```
df = pd.DataFrame({'PRICE': {pd.Timestamp('2011-01-06 10:59:05', tz=None): 24990,
pd.Timestamp('2011-01-06 12:43:33', tz=None): 25499,
pd.Timestamp('2011-01-06 12:54:09', tz=None): 25499},
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I noticed that when there is a BOM utf-8 file, and if the header row is in the first line, the read_csv() method will leave a leading quotation mark in the first column's name. However, if the header row is further down the file and I use the "header=" option, then the whole... | {
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Bad errors and/or not checking:
```
>>> ind = tm.makeCustomIndex(5, 5)
>>> ind.set_levels([[1, 2]]) # Wrong Error
Traceback
...
ValueError: Length of names (5) must be same as level (1)
>>> ind = tm.makeCustomIndex(5, 5)
>>> ind.set_levels([[1, 2]], inplace=True) # Wrong Error
Traceback
...
Valu... | {
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``` python
# snippet from core/common.py
def _coerce_to_dtypes(result, dtypes):
""" given a dtypes and a result set, coerce the result elements to the dtypes """
if len(result) != len(dtypes):
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The sites I am interested in are:
http://www.henderson.com/sites/henderson/uk_pi/fundcentre/historicprices.aspx
http://www.mandg.co.uk/investor/funds/prices/
I cannot work out how to submit the Javascript forms on ei... | {
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