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Groupby within Groupby, or nested Groupby
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BUG: Index.delete doesnt preserve name and other attrs
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2014-06-16T10:54:28Z
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Made `Index.delete` to preserve `name`, `tz` and `freq` attributes.
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2014-06-16T19:22:42Z
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MEMBER
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closes #7300
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BUG: replace() alters unrelated values
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closes #7140
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CLN/DOC: Change instances of "Pandas" to "pandas" in documentation
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2014-07-02T11:30:45Z
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.quantile ignores axis parameter
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2014-06-02T09:13:36Z
2014-06-11T15:10:21Z
2014-06-11T15:10:21Z
CONTRIBUTOR
null
``` In [10]: a=TS.DataFrame(np.random.random((10,3))) In [11]: a Out[11]: 0 1 2 0 0.293227 0.489837 0.389012 1 0.070556 0.230420 0.259219 2 0.105651 0.026292 0.737140 3 0.859360 0.092215 0.306204 4 0.377702 0.452027 0.409900 5 0.801594 0.123576 0.138083 6 0.810958 0.827973 0.363331 7 0.325093 0...
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7,307
Support or default to less detailed datetime64
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2014-06-02T10:54:18Z
2020-04-03T03:52:25Z
null
NONE
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Hi, I regularly run into issues where I have dates that fall outside of Pandas's datetime standards. Quite a few data sources have defaults such as "9999-12-31" and stuff like that, leading to issues in pandas. This is because Pandas defaults to nanoseconds where the time span is quite limited. See: http://docs.scipy...
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7,308
BUG: DataFrame quantile with only datetime dtypes should provide better error message
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2014-06-02T13:48:11Z
2021-04-11T04:41:27Z
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CONTRIBUTOR
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``` python In [41]: df = DataFrame({"A": [1, 2, 3], "B": [2, 3, 4]}) In [42]: df['C'] = pd.date_range('2014-01-01', periods=3, freq='m') In [43]: df Out[43]: A B C 0 1 2 2014-01-31 1 2 3 2014-02-28 2 3 4 2014-03-31 In [44]: df[['C']].quantile(.5) --------------------------------------------------...
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DOC: Complete R interface section
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MEMBER
null
Currently, "rpy2 R interface" documentation has blank section. Added descriptions to cover required basic topics.
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34,779,770
MDU6SXNzdWUzNDc3OTc3MA==
7,310
BUG: inferred_freq results in None for eastern hemispheres timezones
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3
2014-06-02T14:50:36Z
2014-06-06T19:34:55Z
2014-06-06T19:34:55Z
MEMBER
null
Found during #7299. ``` dates = ['2000-01-31', '2000-02-29', '2000-03-31', '2000-04-30'] pd.DatetimeIndex(dates).inferred_freq # M pd.DatetimeIndex(dates, tz='US/Eastern').inferred_freq # M pd.DatetimeIndex(dates, tz='Mexico/General').inferred_freq # M pd.DatetimeIndex(dates, tz='Asia/Tokyo').inferred_freq # None ...
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34,779,938
MDExOlB1bGxSZXF1ZXN0MTY2MDMzMDc=
7,311
BUG/TST: should skip openpyxl before testing version compat
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2014-06-02T14:52:11Z
2014-06-14T21:27:05Z
2014-06-02T16:51:23Z
MEMBER
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null
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34,780,111
MDExOlB1bGxSZXF1ZXN0MTY2MDM0MTg=
7,312
BUG: quantile ignores axis kwarg
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5
2014-06-02T14:54:00Z
2014-06-13T20:29:03Z
2014-06-11T15:10:21Z
CONTRIBUTOR
null
Closes https://github.com/pydata/pandas/issues/7306 We may want to wait on this till later today while I figure out what will happen in https://github.com/pydata/pandas/issues/7308
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7,313
BUG: single group series should preserve group name
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4
2014-06-02T15:17:23Z
2014-06-13T04:48:46Z
2014-06-02T20:51:23Z
MEMBER
null
Extract currently doesn't preserve group names when a series is returned. This PR fixes that.
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34,786,492
MDU6SXNzdWUzNDc4NjQ5Mg==
7,314
Dropping non-finite entries
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19
2014-06-02T15:58:40Z
2016-10-12T23:04:53Z
2014-06-03T00:44:37Z
CONTRIBUTOR
null
I have been looking for a solution for this for a long time. I tried the ideas in the following threads (with the latest Pandas): 1. [Keep finite entries only in Pandas](http://stackoverflow.com/questions/22799208/keep-finite-entries-only-in-pandas) 2. [Row filtering so that we only keep finite entries](http://stackove...
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7,315
BUG: isnull doesn't properly check for inf when requested
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3
2014-06-02T17:47:44Z
2014-06-24T04:07:16Z
2014-06-03T00:44:37Z
MEMBER
null
closes #7314
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34,802,001
MDU6SXNzdWUzNDgwMjAwMQ==
7,316
API: select_dtypes
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5
2014-06-02T19:11:58Z
2016-10-12T23:04:53Z
2014-07-07T16:22:20Z
CONTRIBUTOR
null
related #7308 related #7314 maybe something like this ``` df.get_for_dtypes(types) ``` types could be a list of string/dtypes or a dtype/string e.g. ``` 'float64' ['float'] ['float32','float64','object'] ['float',np.dtype('bool')] ['numeric'] ['datetime','timedelta'] ``` are possible values pretty easy to imple...
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7,317
CLN/DOC: Remove trailing whitespace from .rst files in doc folder
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2014-06-03T02:35:47Z
2014-06-26T13:18:58Z
2014-06-03T10:10:20Z
CONTRIBUTOR
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BUG: inferred_freq results in None with eastern hemisphere timezones
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2
2014-06-03T11:25:36Z
2014-07-01T15:08:30Z
2014-06-03T13:16:57Z
MEMBER
null
Closes #7310
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34,861,319
MDU6SXNzdWUzNDg2MTMxOQ==
7,319
Conversion string values to float/int
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4
2014-06-03T13:10:04Z
2014-06-04T12:48:19Z
2014-06-04T12:48:19Z
NONE
null
Dictionary = {"Orange fruit" :1 ,"Cherry fruit" :2,......,"PineApple fruit":10} MyDataFrame['Number Column'] = MyDataFrame['String Column'].apply(Dictionary.get) In the figure attached , String Column consists Fruit names Number Column consists corresponding numbers for fruit name...
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https://api.github.com/repos/pandas-dev/pandas/issues/7320
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34,863,730
MDExOlB1bGxSZXF1ZXN0MTY2NTI4ODc=
7,320
BUG: Revisit Index.delete preserves freq
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8
2014-06-03T13:38:41Z
2014-07-12T06:20:06Z
2014-06-05T16:01:00Z
MEMBER
null
Fix the issue that freq is preserved inappropriately, caused by #7302. Fix preserves freq if edge element is being deleted (same as #7299). CC: @rosnfeld
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34,865,463
MDU6SXNzdWUzNDg2NTQ2Mw==
7,321
Indexing dataframe with [col1, col2] where col2 is tuple
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4
2014-06-03T13:57:33Z
2014-06-03T14:48:13Z
2014-06-03T14:05:01Z
CONTRIBUTOR
null
I came upon this behavior which seems illogical. With a DataFrame containing columns consisting of both scalar values it is not possible to select a column subset with a list like [col1, col2], where col2 is a tuple. Could this be expected behavior? Making a pd.Index of the list beforehand works alright. Using pandas v...
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34,874,565
MDExOlB1bGxSZXF1ZXN0MTY2NTk1OTA=
7,322
BUG: xlim on plots with shared axes (GH2960, GH3490)
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15
2014-06-03T15:28:12Z
2014-07-03T20:56:46Z
2014-07-01T23:59:35Z
CONTRIBUTOR
null
Fixes #2960 Fixes #3490. Summary of changes: - for irregular timeseries plots, considers all lines already plotted when calculating xlim - for plots with secondary_y axis, considers lines on both left and right axes when calculating xlim. There are tests for non-timeseries plots (always worked, but now a test to conf...
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7,323
UNI/HTML/WIP: add encoding argument to read_html
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7
2014-06-03T15:31:29Z
2014-06-15T10:03:30Z
2014-06-04T14:03:24Z
MEMBER
null
closes #7220
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34,879,268
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7,324
read_sql delegation dependent on occurence of 'select' in query
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3
2014-06-03T16:17:02Z
2014-06-05T21:25:09Z
2014-06-05T21:25:09Z
NONE
null
``` python if 'select' in sql.lower(): ``` there's a bug in read_sql line 377 in pandas.io.sql. the problem is that if your query doesn't contain the word 'select', it will not be run. so if you want to exec a stored proc, e.g., it doesn't work. however, if you override this check, then it executes stored procs succe...
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7,325
BUG: division misbehaving
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2
2014-06-03T21:52:22Z
2014-06-04T00:03:36Z
2014-06-04T00:03:36Z
CONTRIBUTOR
null
Attempting to reduce [this question](http://stackoverflow.com/questions/24024928/division-in-pandas-multiple-columns-by-another-column-of-the-same-dataframe) to a minimal test case produced: ``` >>> df = pd.DataFrame(np.arange(3*2).reshape((3,2))) >>> df 0 1 0 0 1 1 2 3 2 4 5 >>> df.add(df[0], axis='index') ...
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7,326
BUG: fix read_sql delegation for queries without select statement (GH7324)
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7
2014-06-03T22:10:49Z
2014-08-24T10:28:40Z
2014-06-05T21:25:09Z
MEMBER
null
Closes #7324. The `if 'select' in ...'` check was introduced for mysql legacy compatibility, but introduced problem if the query did not contain a select statement (eg a stored procedure). This should solve this, and passes the test suite (locally).
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7,327
BUG: already mixed indexes should not sort
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8
2014-06-03T22:58:25Z
2014-07-07T05:52:08Z
2014-06-04T20:53:41Z
MEMBER
null
cc @jreback
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34,916,350
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7,328
BUG: Bug in broadcasting with .div, integer dtypes and divide-by-zero (GH7325)
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0
2014-06-03T23:39:45Z
2014-06-16T02:31:33Z
2014-06-04T00:03:36Z
CONTRIBUTOR
null
closes #7325
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7,329
BUG: v14.0 Error when unpickling DF with non-unique column multiindex
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26
2014-06-04T01:01:34Z
2014-07-18T17:45:03Z
2014-07-01T10:11:23Z
NONE
null
``` >>> d = pandas.Series({('1ab','2'): 3, ('1ab',3):4}, ) >>> d = pandas.concat([d,d]) >>> d = pandas.concat([d,d], axis=1) >>> pickle.loads(pickle.dumps(d)) 0 1 1ab 3 4 4 2 3 3 3 4 4 2 3 3 >>> pickle.loads(pickle.dumps(d.T)) Traceback (most recent call last): File "<stdin>", line 1, in ...
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7,330
test_integer_col_names: compatibility with wheezy sqlalchemy?
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1
2014-06-04T02:35:55Z
2014-06-14T11:02:07Z
2014-06-14T11:02:07Z
CONTRIBUTOR
null
``` ====================================================================== ERROR: test_integer_col_names (pandas.io.tests.test_sql.TestSQLApi) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/buildslave/nd-bb-slave-sparc-wheezy/pandas-py2_7-wheezy-s...
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7,331
merge does not preserve order of data frame when left key has duplicate values
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1
2014-06-04T02:56:13Z
2014-12-01T00:46:44Z
2014-12-01T00:46:44Z
NONE
null
``` import pandas as pd dates = [ 20140101, 20140102, 20140103] states = [ "CA", "NY", "CA"] x = pd.DataFrame({ 'dates' : dates, 'states' : states }) #y = pandas.DataFrame({ 'state' : [ 'CA', 'OR' ], 'value' : [ 1, 2]}) y = pd.DataFrame({ 'states' : [ "CA", "NY" ], 'stateid' : [ 1, 2]}) z = pd.merge(x, y, how='left...
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7,332
strange dtype behaviour as function of series length
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12
2014-06-04T05:47:55Z
2014-06-04T20:30:39Z
2014-06-04T20:30:39Z
CONTRIBUTOR
null
Found when tracking down what was going on with [this question](http://stackoverflow.com/questions/24028281/pandas-series-operations-very-slow-after-upgrade#comment37041169_24028281) about performance. First the case that makes sense: ``` >>> s = pd.Series(range(10**3), dtype=np.int32) >>> s.dtype dtype('int32') >>> ...
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7,333
BUG: Series.map(dict) doesn't work when dict keys are tuples of length 1?
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2
2014-06-04T07:49:00Z
2014-06-05T17:57:28Z
2014-06-05T17:57:28Z
CONTRIBUTOR
null
I ran across an odd issue today where some analysis code that was working pre-pandas 0.14.0 started failing. The issue seems to be specific to trying to use `Series.map(some_dict)` when the dict keys (and values in the series) are single item tuples. Code to demonstrate the issue: ``` python import pandas as pd pd.ver...
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7,334
ENH group attribute access for HDFStore
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2014-06-04T11:36:56Z
2015-01-18T21:36:57Z
2015-01-18T21:36:57Z
CONTRIBUTOR
null
Summary: - `store.set_attrs(key, **attrs)` to set attributes of a group - `store.get_attrs(key, attrs, default)` returns namedtuple with values from a groups attributes or single attribute directly if attrs is specified as a single string - `to_hdf`, `put` and `append` have optional `attrs=dict(...)` argument to update...
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TST: option retrieval failures
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2014-06-04T13:05:20Z
2014-06-08T01:35:01Z
2014-06-08T01:35:01Z
CONTRIBUTOR
null
https://travis-ci.org/pydata/pandas/jobs/26755159 need a better skipping mechanism ``` ====================================================================== ERROR: test_get_call_data_warning (pandas.io.tests.test_data.TestOptionsWarnings) ---------------------------------------------------------------------- Traceba...
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BUG: Series.map fails when keys are tuples of different lengths (#7333)
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8
2014-06-04T13:22:59Z
2014-06-16T14:59:08Z
2014-06-05T17:57:28Z
CONTRIBUTOR
null
closes #7333 seems to be due to the new behaviour of `Series`, which will automatically create a MultiIndex out of the dict's keys when creating a series to map the values. The MultiIndex doesn't match the values for the shorter tuples, so they fail to map. The fix is fairly simple, just pass the dict keys explicitly ...
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34,960,616
MDU6SXNzdWUzNDk2MDYxNg==
7,337
TST: dateutil testing failures on windows
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24
2014-06-04T13:55:16Z
2014-06-09T20:51:41Z
2014-06-09T20:51:41Z
CONTRIBUTOR
null
cc @dbew (I am just posting 27-64, but failing on most windows versions). prob the same error. I think has to do with 32-bit ints (which is the default on windows even for 64-bit versions), being treated as 64-bit. ``` ====================================================================== ERROR: test_append_with_tim...
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34,964,246
MDExOlB1bGxSZXF1ZXN0MTY3MTE2NTU=
7,338
add class=„pandas-empty“ to NaN-cells’ HTML
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10
2014-06-04T14:33:26Z
2014-06-14T15:47:54Z
2014-06-05T16:04:24Z
NONE
null
This PR is related to #5330, but is much simpler. There is no new API, this just allows styling empty cells using CSS, e.g. using ``` css td.pandas-empty { color: #eee } ``` to de-emphasize, or ``` css td.pandas-empty { background-color: yellow } ``` to let empty cells stand out.
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34,965,086
MDU6SXNzdWUzNDk2NTA4Ng==
7,339
TST: comparison vs timezone issue for current pytz
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0
2014-06-04T14:42:14Z
2014-06-04T20:17:29Z
2014-06-04T20:17:29Z
CONTRIBUTOR
null
Test just needs to use a localized version in the comparison ``` FAIL: test_with_tz (pandas.tseries.tests.test_timezones.TestTimeZoneSupportPytz) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/travis/virtualenv/python3.4.0/lib/python3.4/site-pack...
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34,973,613
MDU6SXNzdWUzNDk3MzYxMw==
7,340
Ignore EOF character in read_csv
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11
2014-06-04T16:06:18Z
2017-11-04T17:27:39Z
2017-11-04T17:27:13Z
CONTRIBUTOR
null
From a [stackoverflow](http://stackoverflow.com/q/24038946/386279) question, I'm working on a Mac, trying to read a csv generated on Windows that ends with a `'\x1a'` EOF character, and `pd.read_csv` creates a new row at the end, `['\x1a', NaN, NaN, ...]` ``` In [1]: import pandas as pd In [2]: from StringIO import St...
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7,341
FIX: resample with fill_method and how #2073
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7
2014-06-04T16:46:05Z
2014-07-12T06:26:14Z
2014-06-04T19:47:32Z
MEMBER
null
closes #2073
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34,979,895
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7,342
PERF: better dtype inference for perf gains (GH7332)
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3
2014-06-04T17:02:55Z
2014-06-21T02:59:17Z
2014-06-04T20:30:39Z
CONTRIBUTOR
null
closes #7332 for some reason `int64` was not being looked up correctly in the _TYPE_MAP table. changing to work on name/kind makes this more efficient. separately better inference of timedelta conversions from i8 were not being done so that yields a big boost ``` -----------------------------------------------------...
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7,343
COMPAT: tests compat with current timezones (pytz) (GH7339)
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0
2014-06-04T18:16:06Z
2014-07-12T06:28:16Z
2014-06-04T20:17:29Z
CONTRIBUTOR
null
closes #7339
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7,344
reverse get dummies
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1
2014-06-04T18:58:19Z
2015-03-08T16:53:46Z
2015-03-08T16:53:46Z
CONTRIBUTOR
null
http://stackoverflow.com/q/24044734/1240268
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7,345
read_csv fails if file name cannot be encoded with utf-8
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3
2014-06-04T19:51:15Z
2014-06-04T21:03:31Z
2014-06-04T20:14:23Z
NONE
null
I am attempting to read CSV files with accented names. Below is an example of the error that gets thrown for a file named: Anzoátegui.csv ``` python locs = pandas.read_csv(os.path.join(os.getcwd(),os.listdir()[1]),sep=',',skipinitialspace=True) Traceback (most recent call last): File "C:\PF2\eclipse-standard-kepl...
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7,346
TST7337: Try to resolve windows test failures.
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2014-06-04T20:19:04Z
2014-07-09T11:44:26Z
2014-06-04T20:21:00Z
CONTRIBUTOR
null
This change fixes broken tests on windows following `ENH: Support dateutil timezones` closes #7337
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35,017,271
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7,347
Write "to_sql" in chunks so that the database doesn't timeout
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2
2014-06-05T00:13:20Z
2014-08-22T07:32:12Z
2014-08-22T07:32:12Z
NONE
null
When I have to write a frame to the database that has 20,000+ records I get a timeout from MySQL. I've written some code to write the data 20,000 records at a time. I think it would be a useful function to have built into Pandas. The code works but needs some cleanup. If others agree this is useful enhancement requ...
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7,348
Bug: inconsistent date parsing by to_datetime
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11
2014-06-05T08:53:24Z
2016-03-10T10:37:12Z
2014-06-05T19:45:05Z
NONE
null
Hi everybody, lets take the following dates: `dates = ['04/07/2013 21:40','22/06/2013 02:40']` if I call `pd.to_datetime` on these two date strings, it produces incorrect results. For the first date '7' is interpreted as day-value while for the second date '22' is interpreted as the day-value. Please get me right I ...
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7,349
BUG: loc with a multi-index and a list incorrectly selecting by position
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0
2014-06-05T11:34:07Z
2014-06-05T13:30:46Z
2014-06-05T13:30:46Z
CONTRIBUTOR
null
from [SO](http://stackoverflow.com/questions/24056277/pandas-use-array-index-all-values) This is a bug; the first should work like the 2nd (it is incorrectly selecting by position); essentially this is `.ix` fallback type behavior ``` In [10]: df = DataFrame(np.arange(12).reshape(-1,1),index=pd.MultiIndex.from_produc...
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7,350
BUG: Bug in .loc with a list of indexers on a single-multi index level (that is not nested) GH7349
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2014-06-05T12:34:39Z
2014-06-27T12:37:06Z
2014-06-05T13:30:46Z
CONTRIBUTOR
null
closes #7349
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7,351
CLN: Simplify boxplot and tests
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2014-06-05T15:33:48Z
2014-06-17T14:37:02Z
2014-06-17T14:36:59Z
MEMBER
null
Simplified `boxplot` func, and removed duplicated tests.
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7,352
BUG: nanops.nanmedian doesn't work when axis=None
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2014-06-05T16:07:55Z
2014-06-12T22:41:29Z
2014-06-12T22:41:29Z
CONTRIBUTOR
null
The default value for the `axis` argument for `nanops.nanmedia` is `None`. However, the function raises an exception when using this value: ``` Python >>> from pandas.core import nanops >>> import bottleneck >>> import numpy as np >>> nanops._USE_BOTTLENECK = False >>> >>> val = np.random.randn(13, 11, 7) >>> >>> b...
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7,353
BUG: nanops._maybe_null_out doesn't work with complex numbers
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2014-06-05T16:23:37Z
2014-06-12T13:47:33Z
2014-06-12T10:46:48Z
CONTRIBUTOR
null
A number of nanops functions rely on the private internal function `nanops._maybe_null_out`. These include `nansum`, `nanmin`, `nanmax`, and `nanprod`. All of these, in principle, should work with arrays with a complex dtype. However, due to a bug in `_maybe_null_out`, they convert the array to a float under certain...
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7,354
BUG: several nanops fail when axis==0 for 1-dimensional nan arrays
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2014-06-05T16:30:49Z
2014-06-12T12:59:31Z
2014-06-12T12:59:31Z
CONTRIBUTOR
null
Several of the functions in `nanops`, including `nanmean`, `nanmedian`, and anything using `_get_counts` will crash when using a 1-dimensional all-nan array when the `axis` argument is set to 0. ``` Python >>> from pandas.core import nanops >>> import bottleneck >>> import numpy as np >>> nanops._USE_BOTTLENECK = Fals...
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BUG: to_sql with sqlite fallback rewrites table scheme even with if_exists='append'
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2014-06-05T16:40:06Z
2020-10-28T03:35:16Z
2014-06-06T06:41:34Z
MEMBER
null
From SO: http://stackoverflow.com/questions/24064509/to-sql-pandas-method-changes-the-scheme-of-sqlite-tables The reason is that `get_table` is not implemented for fallback mode (https://github.com/pydata/pandas/blob/master/pandas/io/sql.py#L1072), so a `create_table_statement` is always called (https://github.com/pyd...
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35,075,666
MDExOlB1bGxSZXF1ZXN0MTY3Nzc2MDE=
7,356
ENH/GBY: add nlargest/nsmallest to Series.groupby
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16
2014-06-05T16:49:29Z
2014-06-20T10:13:21Z
2014-06-09T03:00:56Z
MEMBER
null
closes #7053
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35,075,952
MDU6SXNzdWUzNTA3NTk1Mg==
7,357
BUG: nanops._has_infs doesn't work with many dtypes
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4
2014-06-05T16:52:34Z
2014-06-13T16:43:25Z
2014-06-13T16:43:25Z
CONTRIBUTOR
null
`nanops._has_infs`, which is used in determining whether to employ bottleneck optimizations, fails on dtypes which should otherwise be supported, including 'f2', complex, and multidimensional 'f4' and 'f8'. ``` Python >>> from pandas.core import nanops >>> import numpy as np >>> >>> val0 = np.ones(10)*np.inf >>> val1...
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35,077,222
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7,358
Add test for core.nanops and fix several bugs in nanops
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9
2014-06-05T17:08:03Z
2014-06-22T15:28:29Z
2014-06-11T14:33:38Z
CONTRIBUTOR
null
This pull request accomplishes two main things: 1. It adds unit tests for `nanops` 2. It fixes several bugs identified by the unit tests related #7352 related #7353 related #7354 related #7357
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35,083,324
MDU6SXNzdWUzNTA4MzMyNA==
7,359
ENH/API: add nlargest/nsmallest to DataFrame
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2
2014-06-05T18:21:29Z
2015-08-04T22:30:32Z
2015-08-04T22:30:32Z
MEMBER
null
xref: #7356 API like: ``` python df.nlargest('column_name', 3) ``` impl like: ``` python def nlargest(self, col, n): return self.loc[self[col].nlargest(n).index] ``` cc @hayd
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35,086,406
MDU6SXNzdWUzNTA4NjQwNg==
7,360
Unable to import Stata 13 database files with read_stata()
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13
2014-06-05T18:57:52Z
2014-06-16T12:51:56Z
2014-06-16T12:51:56Z
NONE
null
pandas v0.14.0 (May 31 , 2014) seems uncapable of importing Stata 13 datasets although according to this http://pandas.pydata.org/pandas-docs/stable/whatsnew.html, it should. Stata 12 files can be imported without problems. The output of running this ``` python import pandas pandas.show_versions() dta = pandas.io.sta...
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7,361
Possible BUG - assignment of Series to DataFrame slice only assigns NaNs
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6
2014-06-05T19:00:16Z
2014-06-05T21:17:02Z
2014-06-05T21:17:02Z
CONTRIBUTOR
null
Consider these two datasets: [df.csv](https://www.dropbox.com/meta_dl/eyJzdWJfcGF0aCI6ICIiLCAidGVzdF9saW5rIjogZmFsc2UsICJzZXJ2ZXIiOiAiZGwuZHJvcGJveHVzZXJjb250ZW50LmNvbSIsICJpdGVtX2lkIjogbnVsbCwgImlzX2RpciI6IGZhbHNlLCAidGtleSI6ICJyNzdmajNqOGp6cnNnb2wifQ/AAMY9NezWTa4v1rGZH6U2dENP0_xo8S73JRUY3wLfIX96Q?dl=1) (~110MB) & [co...
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7,362
TST7337: Fix test failures on windows.
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20
2014-06-05T21:40:15Z
2014-07-12T05:50:43Z
2014-06-09T20:51:41Z
CONTRIBUTOR
null
closes #7337 Use dateutil.tz.tzutc() to construct UTC timezone instead of dateutil.tz.gettz('UTC') Update docs to reflect this. Tidy up examples in the timezones section of the docs.
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35,111,862
MDU6SXNzdWUzNTExMTg2Mg==
7,363
Resume existing index when appending to a HDFStore
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10
2014-06-06T01:13:49Z
2019-01-07T07:46:28Z
null
NONE
null
When appending a DataFrame to a HDFStore it would be useful if there was a way to resume the current integer index of the existing data (and hence drop the index of new DataFrame). A work around was posted [here](https://stackoverflow.com/questions/16997048/how-does-one-append-large-amounts-of-data-to-a-pandas-hdfstor...
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35,112,764
MDExOlB1bGxSZXF1ZXN0MTY4MDEwMjk=
7,364
BUG: Fix error when reading postgres table with timezone #7139
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28
2014-06-06T01:39:15Z
2015-04-17T13:32:33Z
2015-04-13T21:40:43Z
CONTRIBUTOR
null
Closes #7139, merged via https://github.com/pydata/pandas/commit/c3eeb577b2b06ecc65e96c5f5de69f0fba01c3dd Fixes an issue where read_sql_table() will throw an error if it is reading a postgres table with `timestamp with time zone` fields that contain entries with different time zones (such as for DST). This also adds ...
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35,113,126
MDU6SXNzdWUzNTExMzEyNg==
7,365
df.to_stata does not support uint16
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0
2014-06-06T01:48:48Z
2014-07-16T00:35:09Z
2014-07-16T00:35:09Z
NONE
null
``` python DataFrame(range(10),dtype='uint16').to_stata('test.dta') ``` Mentioned in #7097
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35,114,741
MDU6SXNzdWUzNTExNDc0MQ==
7,366
Adding column of floats to DataFrame yields TypeError
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19
2014-06-06T02:36:11Z
2016-10-12T23:04:55Z
2014-06-06T04:32:03Z
NONE
null
I have a function that builds a DataFrame of summary statistics that I have used routinely for several months, but now breaks due to a change in Pandas over the past few weeks. Specifically, I have the following list of floats: ``` (Pdb) [r[0] for r in ratios] [1.1200000000000001, 5.0, 0.73999999999999999, 0.359999999...
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7,367
BUG/REG: fix float64index -> mixed float assignment
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8
2014-06-06T03:02:28Z
2014-07-12T06:13:01Z
2014-06-06T03:45:40Z
MEMBER
null
closes #7366
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7,368
BUG/REG: fix float64index -> mixed float assignment
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1
2014-06-06T03:46:56Z
2014-06-15T12:57:35Z
2014-06-06T04:32:03Z
MEMBER
null
closes #7366
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35,118,500
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7,369
add fix for opening zero observation dta files
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11
2014-06-06T04:38:38Z
2014-06-13T20:33:41Z
2014-06-13T20:32:59Z
CONTRIBUTOR
null
Opening a Stata dta file with no observations (but having variables) resulted in an error. Example file: https://dl.dropboxusercontent.com/u/6705315/no_obs_v115.dta. ``` python >>> import pandas as pd >>> pd.read_stata("no_obs_v115.dta") Traceback (most recent call last): File "<stdin>", line 1, in <module> File "...
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7,370
ENH: change BlockManager pickle format to work with dup items
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28
2014-06-06T08:13:30Z
2014-07-01T10:15:36Z
2014-07-01T10:11:23Z
CONTRIBUTOR
null
Old `BlockManager` pickle format stored items which were ambiguous and not enough for unpickling if non-unique. After recent BlockManager overhaul, #6745, it's now possible to it's no longer necessary to share items/ref-items between Blocks and their respective managers<del>, so Blocks can now be safely pickled/unpick...
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7,371
BUG: infer_freq results in None for hourly freq with timezone
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6
2014-06-06T11:53:48Z
2014-07-05T04:49:40Z
2014-06-06T13:00:33Z
MEMBER
null
Found fix #7318 was incorrect. It works for lower frequencies than dates, but not for higher freq than hours. I couldn't detect as test cases are also incorrect... This should work for all the freqs with timezones. NOTE: I couldn't use normal `tslib.tz_convert` which returns incorrect results maybe caused by DST. Ap...
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7,372
Strange behaviour of DataFrame html repr in qtconsole
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7
2014-06-06T12:28:48Z
2015-01-19T18:13:45Z
2015-01-19T18:13:45Z
MEMBER
null
Don't know if this is related to the new changes in 0.14 in the display of Dataframes or to #7180. But I find the following behaviour with 0.14 in Spyders IPython qtconsole: ![new picture 7](https://cloud.githubusercontent.com/assets/1020496/3200012/e7a8ddd6-ed74-11e3-8447-a851f1d8daf8.png) To reproduce: ``` df = pd...
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7,373
BUG: resample raises ValueError when NaT is included
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5
2014-06-06T15:12:56Z
2014-06-14T15:34:24Z
2014-06-14T14:00:51Z
MEMBER
null
Closes #7227. `resample(how=count)` should work now. There are some aggregations which doesn't work with `TimeGrouper` yet, I'll open separate issue.
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35,157,151
MDU6SXNzdWUzNTE1NzE1MQ==
7,374
RFC: what could attribute to failed tests in TestClipboard?
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2
2014-06-06T15:45:41Z
2014-06-06T17:18:40Z
2014-06-06T17:18:40Z
CONTRIBUTOR
null
Originally reported https://buildd.debian.org/status/fetch.php?pkg=pandas&arch=kfreebsd-amd64&ver=0.14.0%2Bgit17-g3849d5d-1%2Bb1&stamp=1401974000 I have tried to reproduce on (an interactive) kfreebsd-amd64 porter box, but there tests completed fine. ``` ===============================================================...
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35,159,182
MDExOlB1bGxSZXF1ZXN0MTY4Mjg1ODE=
7,375
ENH/BUG: Offset.apply dont preserve time
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23
2014-06-06T16:08:58Z
2014-07-09T15:34:02Z
2014-06-11T14:08:31Z
MEMBER
null
Closes #7156.
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35,168,662
MDU6SXNzdWUzNTE2ODY2Mg==
7,376
bug in replace?
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8
2014-06-06T18:07:38Z
2016-10-12T23:04:55Z
2014-06-06T23:28:58Z
CONTRIBUTOR
null
I think this is distinct from #5541 though I agree that an API change here might be helpful. AFAICT, I am using replace as 'expected', but all of the keys aren't being matched. Any idea what's going on? ``` d = {u'fname' : {'out_augmented_AUG_2011.json' : pd.Period(year=2011, month=8, freq='M'), 'out_augmente...
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35,174,248
MDU6SXNzdWUzNTE3NDI0OA==
7,377
BUG: infer_freq broken by GH7371
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3
2014-06-06T19:18:26Z
2014-06-06T19:27:11Z
2014-06-06T19:26:05Z
CONTRIBUTOR
null
#7371
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35,175,908
MDU6SXNzdWUzNTE3NTkwOA==
7,378
BUG: Datetime.index issues from 7299
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1
2014-06-06T19:39:16Z
2014-06-11T12:48:06Z
2014-06-11T12:48:06Z
CONTRIBUTOR
null
https://github.com/pydata/pandas/pull/7299
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35,175,997
MDExOlB1bGxSZXF1ZXN0MTY4Mzg2OTM=
7,379
BUG: correct Period comparisons
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4
2014-06-06T19:40:15Z
2014-06-25T19:42:16Z
2014-06-06T23:28:58Z
MEMBER
null
closes #7376
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35,178,315
MDU6SXNzdWUzNTE3ODMxNQ==
7,380
read_sql gives SQLAlchemy warning 'Could not instantiate type ...'
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8
2014-06-06T20:11:06Z
2014-06-08T17:06:26Z
2014-06-08T17:05:57Z
NONE
null
Related SO question: http://stackoverflow.com/questions/24096330/sawarning-could-not-instantiate-type-class-sqlalchemy-sql-sqltypes-integer When I run the code below ``` import pandas as pd import sqlalchemy dbname = "sqlite:////Users/leda/home/Magnetic_stars/SQLite/Magnetic_stars.sqlite" engine = sqlalchemy.create_...
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35,184,900
MDU6SXNzdWUzNTE4NDkwMA==
7,381
Pandas 0.13 bug parsing am/pm in time stamp strings.
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5
2014-06-06T21:34:33Z
2014-06-07T06:13:38Z
2014-06-07T05:40:47Z
NONE
null
Here's an example of the problem: ``` python In [16]: pd.to_datetime("12/01/13", format="%m/%d/%y") Out[16]: Timestamp('2013-12-01 00:00:00', tz=None) In [17]: pd.to_datetime("12/01/13 3:15", format="%m/%d/%y %I:%M") Out[17]: Timestamp('2013-12-01 03:15:00', tz=None) In [18]: pd.to_datetime("12/01/13 3:15pm", format...
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35,185,221
MDU6SXNzdWUzNTE4NTIyMQ==
7,382
Sorting a Larg-ish Series Appears to be Broken
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16
2014-06-06T21:38:57Z
2014-06-09T17:06:16Z
2014-06-09T16:46:30Z
NONE
null
I'm doing this in an iPython Notebook using 0.13.1 installed by Anaconda on Windows: ``` python import pandas as pd import matplotlib.pyplot as plt from csv import excel %pylab inline omob = pd.read_csv("LoadTimes.csv", names=["Timing"], dialect=excel).Timing sliced = omob[(omob > 0) & (omob < 120000)] wtf = pd.Seri...
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35,185,978
MDU6SXNzdWUzNTE4NTk3OA==
7,383
transform function is very slow in 0.14 - similar to issue #2121
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2014-06-06T21:50:02Z
2014-06-16T12:52:18Z
2014-06-16T12:52:18Z
NONE
null
I have a dataframe where I'm computing some summary items for groups and it's convenient to reconsolidate merge those back into the parent dataframe. Transform seems the most intuitive way to do this but I'm seeing much worse performance than doing a manual aggregation and merge. Starting from issue #2121 marked as c...
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7,384
API: allow multiple indices in Index.insert
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2014-06-06T22:20:59Z
2021-04-11T04:41:49Z
null
MEMBER
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Derived from #7299. `numpy.insert` can accept multiple elements / indices as of v1.8. http://docs.scipy.org/doc/numpy/reference/generated/numpy.insert.html Allow `Index` to accept multiple elements / indices. Currently, it raises `IndexError`. ``` import pandas as pd idx1 = pd.Index([1, 2, 3, 4, 5]) idx1.insert([1, 2...
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ENH: automatic rpy2 instance conversion
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2014-06-07T14:08:11Z
2015-11-07T03:43:08Z
2015-03-08T14:39:07Z
MEMBER
null
Derived from #7309. Create a wrapper for `robjects.r` in `pandas.rpy.common` to perform automatic pandas `DataFrame` and `Series` conversion. `Series` will be converted to R data.frame to preserve rownames (index). If looks OK, I'll modify the doc (#7309) based on following API. ``` import pandas as pd import pandas....
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BUG: Revisit DatetimeIndex.insert doesnt preserve name and tz
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3
2014-06-07T15:44:49Z
2014-06-15T03:13:46Z
2014-06-11T12:48:06Z
MEMBER
null
Closes #7378. The previous error was unrelated to `insert` logic. It seems to be caused by DST related to `tslib` or `pytz`, and became obvious by the previous test case.
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Split/Partition Master Issue
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2014-06-07T16:57:58Z
2021-04-11T04:42:54Z
2021-04-11T04:42:54Z
MEMBER
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As pointed out by @dsm054, there are multiple lurking split/partition API requests. Here are the issues and a short summary of what they would do (there are some duplicates here, I've checked off those issues/PRs that have been closed in favor of a related issue): - [x] #414: (i think) original issue for these ideas go...
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TST/BUG: use BytesIO for Python 3.4 TestEncoding
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BLD/TST/DEV: update tox to use python 3.4
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2014-06-07T20:37:53Z
2014-06-14T06:24:14Z
2014-06-07T22:29:30Z
MEMBER
null
- now installs any optional dep not relying on numpy for better local test coverage - you can now pass arguments that will go to nosetests (e.g., for running network tests) - removed tox_prll.ini because you can `pip install detox` and it will automatically build run and test across the configuration in tox.ini
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7,390
BUG: ix should return a Series for duplicate indices
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2014-06-07T21:29:45Z
2014-07-09T18:20:25Z
2014-06-09T12:54:56Z
MEMBER
null
closes #7150 it seems like there's a better way to do this ....
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BUG: inconsistent subplot ax handling
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2014-06-07T21:45:50Z
2014-07-09T12:39:17Z
2014-07-06T14:09:51Z
MEMBER
null
There is an inconsistency `DataFrame.plot`, `hist` and `boxplot` when subplot enabled (`subplots=True` or use `by` kw). ### Current behaviour - `plot` and `hist`: When `ax` kw is passed, plot will be drawn on the figure which the passed ax belongs. The figure will be once cleared even if the required number of subplo...
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35,220,200
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7,392
TST: Changed the error raised by no tables in data.Options
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7
2014-06-07T22:09:31Z
2014-06-17T16:37:06Z
2014-06-08T01:35:01Z
CONTRIBUTOR
null
Tests were failing if the scraper got the webpage but there weren't any tables in it. Added condition to raise RemoteDataError if no tables were found. Still IndexError if it can't find the correct table. fixes #7335
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7,393
BUG/TST: test for groupby max nan subselection bug
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1
2014-06-08T01:29:44Z
2014-07-09T18:20:25Z
2014-06-08T03:02:20Z
MEMBER
null
closes #6346
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7,394
BUG: grouped hist and scatter use old figsize default
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5
2014-06-08T04:26:27Z
2014-07-02T16:46:36Z
2014-07-01T15:29:22Z
MEMBER
null
Grouped `hist` and `scatter` plots use `figsize` default which is different from pandas current and mpl.
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35,239,665
MDU6SXNzdWUzNTIzOTY2NQ==
7,395
ENH: keyword to specify where to insert level with stack/unstack?
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2014-06-08T15:56:53Z
2015-10-20T22:29:36Z
2015-10-20T22:29:36Z
MEMBER
null
`unstack/stack` does insert the new level as the inner-most level (last level). Would it be useful to have a keyword to specify where to insert the new level. E.g to have it as the first level you now have to do a `reorder_levels` and `sort_index`: ``` In [47]: df = pd.DataFrame({'A': np.zeros(5), 'B': np.zeros(5)}, i...
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MDU6SXNzdWUzNTI0MDY5OQ==
7,396
SQL: read_sql functions should not inspect all tables of database
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3
2014-06-08T16:44:55Z
2014-07-05T13:49:29Z
2014-07-05T13:49:29Z
MEMBER
null
Related: comment of @balancap: https://github.com/pydata/pandas/issues/6416#issuecomment-45343694 and issue #7380 where you get a warning about a not understood type (probably in another table). **Situation now**: in the creation of a `PandasSQLAlchemy` object (https://github.com/pydata/pandas/blob/v0.14.0/pandas/io/s...
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7,397
to_stata uint16
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4
2014-06-09T01:54:45Z
2014-07-17T03:05:28Z
2014-07-17T03:05:18Z
NONE
null
Simple changes to io/stata.py to write unsigned integers to Stata files. Sorry about the poor commit messages--I'm still new to git and wasn't able to correct it cleanly. (See issue #7365)
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7,398
DOC: existence docs and benchmarks.
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27
2014-06-09T03:25:04Z
2015-07-12T15:00:43Z
2015-07-12T15:00:43Z
NONE
null
![enhancing_performance](https://cloud.githubusercontent.com/assets/1731217/3224419/636f5dfc-f034-11e3-90e8-1469a162b674.png) I've included some documentation on existence-type associations as requested by Jeff in [this question](http://stackoverflow.com/questions/23945493/a-faster-alternative-to-pandas-isin-function/...
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7,399
BUG: .loc on MultiIndex with list of indexers including an incomplete slice raises KeyError
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1
2014-06-09T05:36:59Z
2014-06-09T15:47:17Z
2014-06-09T15:47:17Z
MEMBER
null
Tested on latest version ``` python import pandas as pd midx = pd.MultiIndex.from_product([range(5), ['a', 'b', 'c']]) s = pd.Series(range(15), midx) s.loc[:, 'a':'c'] # works s.loc[0:4, 'a':'c'] # works s.loc[:4, 'a':'c'] # raises KeyError ``` ``` --------------------------------------------------------------------...
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7,400
BUG: step with .loc on MultiIndex with list of indexers skips wrong elements
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2014-06-09T05:40:24Z
2014-06-09T15:47:17Z
2014-06-09T15:47:17Z
MEMBER
null
Setup (shared with #7399): ``` python import pandas as pd midx = pd.MultiIndex.from_product([range(5), ['a', 'b', 'c']]) s = pd.Series(range(15), midx) print(s.loc[2:4:2, 'a':'c']) ``` What I get: ``` 2 a 6 c 8 3 b 10 4 a 12 c 14 dtype: int64 ``` What I expected (the step should only apply...
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