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https://api.github.com/repos/pandas-dev/pandas/issues/35617
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35,617
Backport PR #35473 on branch 1.1.x (REGR: Fix conversion of mixed dtype DataFrame to numpy str)
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2020-08-07T23:17:28Z
2020-08-08T09:46:39Z
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NONE
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Backport PR #35473: REGR: Fix conversion of mixed dtype DataFrame to numpy str
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35,618
tp_print is deprecated error
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2020-08-08T04:23:52Z
2020-08-10T13:22:25Z
2020-08-10T13:08:01Z
NONE
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# tp_print is deprecated I'm getting ```tp_print is deprecated``` whenever I try to install Pandas on Termux. Here's few lines of error I'm getting ``` /data/data/com.termux/files/usr/include/python3.8/cpython/object.h:260:5: note: 'tp_print' has been explicitly marked deprecated he Py_DEPRECATED(3.8) int (*...
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35,619
Backport PR #35588 on branch 1.1.x (BUG: fix styler cell_ids arg so that blank style is ignored on False)
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2020-08-08T08:13:08Z
2020-08-08T09:21:19Z
2020-08-08T09:21:19Z
NONE
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Backport PR #35588: BUG: fix styler cell_ids arg so that blank style is ignored on False
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CI: Linux py36_locale failures with pytest DeprecationWarning
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2020-08-08T09:01:27Z
2020-08-19T17:42:48Z
2020-08-19T17:42:48Z
MEMBER
null
tests using `async_mark` are failing cc @alimcmaster1 ``` =========================== short test summary info ============================ ERROR pandas/tests/arrays/categorical/test_warnings.py::TestCategoricalWarnings ERROR pandas/tests/arrays/categorical/test_warnings.py::TestCategoricalWarnings ERROR pandas/te...
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CI: Linux py36_locale failures with pytest DeprecationWarning
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2020-08-08T09:11:12Z
2020-08-08T09:50:57Z
2020-08-08T09:47:44Z
MEMBER
null
xref #35620
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35,622
BUG: error: may be used uninitialized. In alpine
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8
2020-08-08T09:35:02Z
2020-11-18T01:16:38Z
2020-08-17T18:27:45Z
NONE
null
- [ x ] I have checked that this issue has not already been reported. (Not as a separate issue) - [ x ] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Problem description In an alpine contarner, ru...
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35,623
Backport PR #35621 on branch 1.1.x (CI: Linux py36_locale failures with pytest DeprecationWarning)
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2020-08-08T09:50:46Z
2020-08-08T12:23:06Z
2020-08-08T12:23:06Z
NONE
null
Backport PR #35621: CI: Linux py36_locale failures with pytest DeprecationWarning
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35,624
DOC: Fixed docstring for mode()
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2020-08-08T10:14:59Z
2020-08-24T08:07:17Z
2020-08-22T16:03:21Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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BUG: Groupby rolling count slower than rolling mean & sum (v1.1.0)
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NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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DEPR: Deprecate inplace param in MultiIndex.set_codes and MultiIndex.set_levels
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2020-08-08T12:13:30Z
2020-08-10T17:52:24Z
2020-08-10T13:18:54Z
CONTRIBUTOR
null
Deprecates ``inplace`` parameter in ``MultiIndex.set_codes`` and ``MultiIndex.set_levels``. Allowing inplace ops in indexes makes them more complicated wtr. caching etc. After ``inplace`` is removed, ``MultiIndex`` will be immutable, except the ``names`` attribute, similarly to other index classes.
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ENH: change to_sql default from Text to UnicodeText
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2020-08-08T13:43:57Z
2020-09-02T23:05:32Z
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NONE
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#### Is your feature request related to a problem? Yes. Databases that differentiate between Unicode and SBCS columns (notably Microsoft SQL Server `nvarchar` vs. `varchar`) can fail simple round-trips when using `to_sql` to write columns with Unicode strings. #### Describe the solution you'd like Change the d...
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TYP: update setup.cfg
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DOC: docstrings for __array_wrap__
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2020-08-08T14:08:27Z
2020-08-08T16:33:26Z
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MEMBER
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non-code changes broken-off #35334
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TST: add test for agg on ordered categorical cols
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CONTRIBUTOR
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- [x] closes #27800 - [x] tests added / passed - [x] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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skiprows function adding extra column in pandas
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2020-08-08T15:12:20Z
2020-08-21T17:04:44Z
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I am new to python. I am trying to read excel files and merge into master excel. I want to skip first 3 rows in my excel which contains heading and just take rest of rows. i am using skiprows=3 in pd.read_excel() method, it is skipping first 3 rows but the problem is, it is including one extra column with name 2 ...
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REF: _cython_agg_blocks follow patterns similar to _apply_blockwise
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2020-08-08T17:48:52Z
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MEMBER
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Follows #35535 This isn't yet identical to apply_blockwise, because both this and apply_blockwise have some odd behaviors that need to get standardized before they get combined into a BlockManager method, but this is a move in that direction.
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BUG: DataFrame.apply with func altering row in-place
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MEMBER
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closes #35462 closes #35634 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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BUG: Pandas 1.1.0 apply function with axis=1 seems to mishandle the rows
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2020-08-08T18:08:39Z
2020-08-10T13:21:13Z
2020-08-10T13:13:23Z
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### The functionality of the **apply(func, axis=1)** in the newly released pandas==1.1.0 is not working as expected. Pandas seems to be overwriting all the rows in the data frame with the 1st row present. This is happening specifically when introducing a new column in the data frame when running **func** method on e...
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35,635
ENH: to_sql support DB-API other than sqlite3/sqlalchemy (eg peewee ORM)
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2020-08-08T19:28:22Z
2020-09-04T16:37:29Z
2020-09-04T16:37:29Z
NONE
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#### Is your feature request related to a problem? I can't use, to_sql, api to insert data to a database table that complies with DB-API (pep-249) v2. #### Describe the solution you'd like I would like to use, to_sql, to insert data to a database table that complis with DB-API (pep-249) v2. Example, I ...
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35,636
CLN: consistent signatures for equals methods
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ENH: Make explode work for sets
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- [x] closes #35614 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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DOC: Mention NA for missing data in README
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BUG: RollingGroupby with closed and column selection no longer raises ValueError
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MEMBER
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- [x] closes #35549 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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DOC: Add specific Visual Studio Installer instructions
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2020-08-09T09:12:42Z
2020-08-31T18:47:35Z
2020-08-31T18:47:26Z
CONTRIBUTOR
null
- [ ] further improves #28316 - Currently the 'Contributing to pandas', 'Installing a C compiler' section advises to install Build Tools for Visual Studio 2017 but doesn't specify which components to install. Notes: - The first time I installed the Build Tools it didn't seem to get everything needed, and I had to...
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REF/PERF: Move MultiIndex._tuples to MultiIndex._cache
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2020-08-09T09:33:24Z
2020-08-10T23:00:12Z
2020-08-10T22:52:08Z
CONTRIBUTOR
null
Currently, the heavy-to-calculate ``MultiIndex.values`` attribute is cached in ``MultiIndex._tuples``. It would be more dogmatic to store it in ``MultiIndex._cache`` IMO, which is what this PR does. This has the added benefit of ``._values`` getting copied over to new copies of the MultiIndex, so also gives a perfor...
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BUG:Resample with groupby & agg()
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NONE
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- [ X] I have checked that this issue has not already been reported. - [ all versions] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/wo...
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ENH: Styler tooltips feature
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2020-08-09T12:41:11Z
2021-01-21T06:46:55Z
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CONTRIBUTOR
null
- [x] closes #21266 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry This is a draft PR to address 21266: Tooltips for DataFrames in Styler. This PR has the following objectives: 1) Add functionality whilst bei...
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BUG: `Series.sum` & `Series.mean` are inconsitent for `timedelta64` dtype
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- [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry As suggested [here](https://github.com/pandas-dev/pandas/pull/35284#issuecomment-665273834), utils fonctions which begin or end tables / tabulars / longtables environmen...
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Backport PR #35639: BUG: RollingGroupby with closed and column selection no longer raises ValueError
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Backport PR #35522: BUG: Fix assert_equal when check_exact=True for non-numeric dtypes #3…
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2020-08-10T14:59:18Z
2020-08-10T16:40:57Z
2020-08-10T16:40:57Z
NONE
null
Question about pandas For the given DataFrame How do I select data between two weeks? Date Open High Low Close 0 01-08-2019 97.85 98.45 96.40 97.25 1 02-08-2019 97.15 98.95 96.75 98.15 2 05-08-2019 98.30 98.70 94.30 95.65 3 06-08-2019 95.75 97.75 95.20 97.05 4 07-08-2019 96.80 97.70 96.05 96.90 5 08-08-2019...
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35,654
BUG: GH-35558 merge_asof tolerance error
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3
2020-08-10T15:07:53Z
2020-08-13T10:17:17Z
2020-08-13T10:15:52Z
CONTRIBUTOR
null
- [x] closes #35558 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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35,655
Moto server
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2020-08-10T15:40:01Z
2020-08-22T19:26:28Z
2020-08-21T20:14:03Z
CONTRIBUTOR
null
Changes moto for s3 tests from monkeypatched/mocking to server mode. This allows aiobotocore exceptions to raise correctly, needed for tests to pass; the change is required by the upcoming async release of s3fs, but also works for old sync (botocore) version. A release of s3fs without this change would break pandas tes...
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35,656
ENH: Uniformised the boolean results in Pandas
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2020-08-10T15:56:08Z
2021-08-08T19:57:10Z
null
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Hello everybody, I'm not completely sure this issue has not been submitted earlier, please accept my apologies if so. It is also possible that what I saw results from an incorrect use of the Pandas package. It seems that boolean answers are not always rigourosly the same in Pandas, which is really disturbing, and...
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35,657
BUG: ValueError: cannot convert float NaN to integer - on dataframe.reset_index()
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2020-08-10T18:58:43Z
2020-08-14T01:50:52Z
2020-08-14T01:50:52Z
NONE
null
- [X] I have checked that this issue has not already been reported. - [X] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample ```python import pandas as pd df = pd.DataFrame( di...
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BUG: IntervalIndex cannot be round-tripped pickled
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2020-08-10T21:34:50Z
2020-09-04T15:17:10Z
2020-09-04T15:17:10Z
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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35,659
ENH: Making Pandas dataframe slicing syntax match R dataframe syntax.
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2020-08-10T22:52:14Z
2020-08-11T17:22:11Z
2020-08-10T23:58:27Z
NONE
null
I imagine the following request is popular enough that it has probably been asked before. I just couldn't find it. Feel free to close if the discussion has already occurred. Consider the following R example: ```r # R code > df <- data.frame(A=c(0:4), B=c("str0","str1","str2","str3","str4"), C=(1:5)) > df A ...
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BUG/CI: unreliable tests in `io\parser\test_common.py`
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2020-08-11T01:54:53Z
2020-08-17T20:50:14Z
2020-08-17T20:50:14Z
MEMBER
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Those two tests ```bash pandas\tests\io\parser\test_common.py:test_chunks_have_consistent_numerical_type pandas\tests\io\parser\test_common.py:test_warn_if_chunks_have_mismatched_type ``` have been producing ResourceWarning occasionally on Windows-py37-np16 and travis-37. I think they might happen on other builds ...
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CI: DeprecationWarning in `tests/io/json/test_json_table_schema.py` and `tests/io/json/test_pandas.py`
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2020-08-11T01:59:02Z
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On the NumPy dev build. The following tests: ```bash FAILED pandas/tests/io/json/test_json_table_schema.py::TestTableOrient::test_to_json FAILED pandas/tests/io/json/test_json_table_schema.py::TestTableOrient::test_date_format_raises FAILED pandas/tests/io/json/test_pandas.py::TestPandasContainer::test_datetime_t...
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CI: troubleshoot ResourceWarnings
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2020-08-11T04:06:37Z
2020-08-12T18:01:36Z
2020-08-12T18:01:16Z
MEMBER
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There's a file being left open somewhere, trying to track it down.
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BUG: Styler `cells_ids` fails on second render
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2020-08-11T06:39:47Z
2020-08-21T17:04:45Z
2020-08-14T12:36:10Z
CONTRIBUTOR
null
issue #35588 addressed the issue of `cell_ids` failing. This bug reports a failure on second render(), due to `ctx` object, as a `defaultdict`, having a key inserted when it is queried, which then impacts the programming logic the second time it is run. The solution is to move the query within conditional a few l...
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BUG: Styler cell_ids fails on multiple renders
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2020-08-11T06:44:45Z
2020-08-15T16:28:19Z
2020-08-14T12:36:10Z
CONTRIBUTOR
null
- [x] closes #35663 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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BUG: iterrows encounters OverflowError with str and datetime64[ns] columns
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2020-08-11T07:53:14Z
2021-08-09T11:44:18Z
null
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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Backport PR #35633 on branch 1.1.x (BUG: DataFrame.apply with func altering row in-place)
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2020-08-11T08:40:57Z
2020-08-11T09:41:03Z
2020-08-11T09:41:03Z
NONE
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Backport PR #35633: BUG: DataFrame.apply with func altering row in-place
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DOC: document dropna kwarg of pd.factorize
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2020-08-11T09:18:43Z
2020-09-02T15:00:50Z
2020-09-02T15:00:50Z
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#### Location of the documentation https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.factorize.html #### Documentation problem The docs show the existence of a kwarg "dropna" which does not exist #### Suggested fix for documentation Delete the kwarg "dropna"
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ENH: Enable short_caption in to_latex
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2020-08-11T11:51:27Z
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MEMBER
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- [x] closes #36267 - [x] tests added / passed - [x] passes black pandas - [x] passes git diff upstream/master -u -- "*.py" | flake8 --diff - [x] whatsnew entry Enable short_caption for ``DataFrame.to_latex`` by expanding the meaning of kwarg ``caption``. Optionally ``caption`` can be a ``Tuple[str, str] = fu...
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BUG: Groupby - apply - reset_index on a one row dataframe and with one categorical grouping column does not return the categorical column
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2020-08-11T14:29:03Z
2020-08-22T16:47:12Z
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](as) detailing how to provide the necessary info...
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BUG: surprising and possibly erroneous behavior of GroupBy.apply with an indexed series (index winds up duplicated)
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2020-08-11T15:51:35Z
2020-09-04T18:04:10Z
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- [x] I have checked that this issue has not already been reported. - I can't find anything in the bug tracker that matches the symptoms I'm reporting here, although it's a bit difficult to search (I'm not totally sure how to describe it) - [x] I have confirmed this bug exists on the latest version of pandas. --...
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df[col].astype('interval') no longer works for interval string
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2020-08-11T16:11:17Z
2020-08-15T15:33:40Z
2020-08-15T15:33:40Z
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We used the below code to roundtrip pd.Interval values in 0.25.3, but it throws TypeError in 1.0.5: ``` df = pd.DataFrame(data={'i': [pd.Interval(0, 2, closed='left')]}) df['i'] = df['i'].astype(str) df['i'].astype('interval') # throws: TypeError: type <class 'str'> with value [0, 2) is not an interval ``` We d...
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CI/TST: change skip to xfail #35660
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2020-08-11T16:22:57Z
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Followup of #35660
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REGR: Dataframe.reset_index() on empty DataFrame with MI and datatime level
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2020-08-11T16:24:25Z
2020-08-14T10:23:32Z
2020-08-14T01:50:52Z
MEMBER
null
- [ ] closes #35606 - [ ] closes #35657 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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677,017,594
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35,674
Avoid redirect
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2020-08-11T16:25:43Z
2020-08-22T03:08:29Z
2020-08-22T03:08:19Z
CONTRIBUTOR
null
A minor change to avoid 301 redirect on link.
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35,675
Fix cython3
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2020-08-11T17:40:20Z
2020-09-09T22:57:57Z
2020-09-09T22:57:26Z
CONTRIBUTOR
null
I'm not sure if this actually works, but it gets cython to compile with py310. - [x] closes #34014 - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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35,676
PERF: make RangeIndex iterate over ._range
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2020-08-11T18:35:41Z
2020-08-13T18:27:18Z
2020-08-13T18:06:36Z
CONTRIBUTOR
null
Minor performance issue. By adding a custom ``__iter__`` method to ``RangeIndex``, we partly avoid needing to create/cache the expensive ``_data`` attribute and partly it's just faster to iterate over a ``range`` than a ``ndarray``: ```python >>> idx = pd.RangeIndex(100_000) >>> %%timeit ... for _ in idx: ......
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35,677
to_csv to Google Cloud Storage ignores compression
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2020-08-11T18:57:54Z
2020-09-03T03:06:18Z
2020-09-03T03:06:18Z
NONE
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#### Code Sample, a copy-pastable example ```python dtf.to_csv('gs://mybucket/test1.csv.gz') dtf.to_csv('gs://mybucket/test2.csv.gz', compression='gzip') ``` #### Problem description Compression is not working for a file located on gs:// #### Expected Output Working as a local version. #### Output ...
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35,678
August 2020 Developer Meeting (August 12th)
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2020-08-11T20:33:00Z
2020-08-14T07:30:17Z
2020-08-14T07:30:17Z
MEMBER
null
The monthly dev meeting is Wednesday August 12th, at 18:00 UTC. Our calendar is at https://pandas.pydata.org/docs/development/meeting.html#calendar to check your local time. Video Call: https://zoom.us/j/942410248 Minutes: https://docs.google.com/document/u/1/d/1tGbTiYORHiSPgVMXawiweGJlBw5dOkVJLY-licoBmBU/edit?ouid...
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35,679
BUG: DataFrame.to_pickle(bytes_io_buffer) is automatically closed internally
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2020-08-11T21:25:40Z
2020-08-12T22:23:26Z
2020-08-12T22:23:26Z
NONE
null
#### Code Sample ```python import pandas as pd import io # create example DataFrame d = {'col1': [1, 2], 'col2': [3, 4]} df = pd.DataFrame(data=d) # load dataframe into bytesIO buffer = io.BytesIO() df.to_pickle(path=buffer) # make sure buffer is still open assert not buffer.closed ``` #### P...
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BUG: Different results from Series.replace with compiled regex
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2020-08-11T23:18:28Z
2020-08-17T11:23:54Z
2020-08-17T10:59:09Z
NONE
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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BUG/ENH: compression for google cloud storage in to_csv
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2020-08-12T01:38:04Z
2020-09-03T15:56:27Z
2020-09-03T03:06:19Z
CONTRIBUTOR
null
- [x] closes #35677, closes #26124, and closes #32392 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry By inferring the compression before converting the path to a file object `df.to_csv("gs://mybucket/test2.csv.gz", ...
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QST: Such a behavior of DataFrameGroupBy.cumcount() is intended ??
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NONE
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#### Question about pandas Let's say we have a `DataFrame` named by `pdf` like the below. ```python >>> pdf = pd.DataFrame([['a'], ['a'], ['a'], ['b'], ['b'], ['a']], columns=list('A')) >>> pdf A 0 a 1 a 2 a 3 b 4 b 5 a ``` For above `pdf`, `GroupBy.cum~` functions seems not work, but raise ...
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BUG: DataFrame.apply returns inconsistent index depending on applied function's return type
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2020-08-12T04:10:24Z
2020-12-20T11:09:06Z
2020-12-20T11:09:06Z
NONE
null
- [x] I have checked that this issue has not already been reported. - Possibly related to [this issue](https://github.com/pandas-dev/pandas/issues/35670), but from what I can see, it's not quite the same thing (might be different symptoms of the same problem) - [x] I have confirmed this bug exists on the latest vers...
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BUG: get UserWarning about FixedFormatter/FixedLocator in series.plot()
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. #### Code Sample, a copy-pastable example ```python pd.Series({"20190102": 10, "20190...
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DOC/DEV: document approach to bisect regressions
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2020-08-12T11:17:29Z
2021-08-08T20:00:23Z
null
MEMBER
null
@simonjayhawkins you have been doing great work on finding the causes of bugs/regressions! To make it easier for other contributors to also do this, I think it would be nice to document this is the contributing docs (even though it is relying on git, using it with pandas (which needs to be rebuilt for each commit) re...
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BUG: to_pickle/read_pickle do not close user-provided file objects
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2020-08-12T12:30:50Z
2020-08-12T22:30:28Z
2020-08-12T22:23:26Z
CONTRIBUTOR
null
- [x] closes #35679 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry Do not close user-provided file-objects in `to_pickle` and `read_pickle`.
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ENH: Timedelta cannot span more than 293 years => implementation limitation
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2020-08-12T12:53:20Z
2021-02-22T23:21:36Z
null
NONE
null
The Pandas datetime arithmetic module is indeed very useful and it can be used for archeological research studies as well. Unfortunately, the limitation that Timedelta object cannot span more than 293 years puts a huge shame on this wonderful piece of data science library. With this limitation, it is not possible to go...
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Fix GH-29442 DataFrame.groupby doesn't preserve _metadata
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2020-08-12T13:47:15Z
2020-10-14T19:50:59Z
2020-10-14T18:37:52Z
CONTRIBUTOR
null
This bug is a regression in v1.1.0 and was introduced by the fix for GH-34214 in commit [6f065b]. Underlying cause is that the `*Splitter` classes do not use the `._constructor` property and do not call `__finalize__`. Please note that the method name used for `__finalize__` calls was my best guess since document...
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ENH: Support PostgreSQL server-side cursors to prevent memory hog on large datasets
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2020-08-12T15:11:27Z
2021-04-05T18:51:37Z
null
NONE
null
#### Is your feature request related to a problem? `pandas.read_sql_query` supports Python "generator" pattern when providing `chunksize` argument. It's not very helpful when working with large datasets, since the whole data is initially retrieved from DB into client-side memory and later chunked into separate frame...
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DatetimeIndex.get_slice_bound(...) raises TypeErrors for unexpected YYYY-MM-DD/datetime.date/Timestamp combinations
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2020-08-12T16:12:54Z
2020-09-02T21:36:38Z
2020-09-02T21:36:38Z
NONE
null
Below find a handful of reproducible observations in Pandas 1.0.5 re: `DatetimeIndex.get_slice_bound(...)` where I'm genuinely not sure what the correct behaviors should all be. Some of these appear related to #34077 in that `slice_locs(...)` uses `get_slice_bound(...)` under the covers. Observations inlined and ex...
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BUG: DatetimeIndex.get_loc failing when key is int (introduced in v1.1.0)
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2020-08-12T16:49:14Z
2020-08-12T22:00:19Z
2020-08-12T22:00:19Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. In version 1.0.5 the below was running successfully, but in 1.1.0, this is now broken as ...
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ENH: GH-35611 Tests for top-level Pandas functions serializable
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2020-08-12T16:52:24Z
2020-08-19T18:03:00Z
2020-08-19T18:02:56Z
CONTRIBUTOR
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- [x] closes #35611 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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CI: avoid file leaks in sas_xport tests
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2020-08-12T17:15:52Z
2020-08-13T23:09:59Z
2020-08-13T19:18:48Z
MEMBER
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Introduces a contextmanager version of td.check_file_leaks so we can do more targeted versions of those checks for debugging
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Converting DataFrame with nullable types to DataFrame with non-nullable types?
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2020-08-12T19:24:57Z
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CONTRIBUTOR
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Is there a way to convert DataFrames containing nullable types to DataFrames containing the equivalent non-nullable types? For example: ```python >>> import pandas as pd >>> a = pd.DataFrame() >>> a['a'] = pd.Series([1, None, 3], dtype="Int32") >>> a['b'] = pd.Series([True, False, None], dtype="boolean") >>>...
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2020-08-12T21:48:39Z
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CONTRIBUTOR
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [x] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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MEMBER
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We get to get rid of the comment `# really should be done in internals :<` Making the window.rolling usage use this helper method is the next step.
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REGR: Don't ignore compiled patterns in replace
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- [x] closes #35680 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CLN: replace PyObject_Str with str #34213
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Part of #34213
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Backport PR #35647 on branch 1.1.x (BUG: Support custom BaseIndexers in groupby.rolling)
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Backport PR #35647: BUG: Support custom BaseIndexers in groupby.rolling
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BUG: pandas 1.1.0 introduces string comparison bug for larger datasets
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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BUG: Load data frame pickled under pandas 1.0.5 using pandas 1.1.0
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- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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35,702
Backport PR #35654 on branch 1.1.x (BUG: GH-35558 merge_asof tolerance error)
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2020-08-13T10:17:28Z
2020-08-13T11:04:51Z
2020-08-13T11:04:50Z
NONE
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Backport PR #35654: BUG: GH-35558 merge_asof tolerance error
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CI / Checks (pull_request) on Github Actions failing with isort 5.3.2 -> 5.4.0
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2020-08-13T11:11:39Z
2020-08-15T03:42:53Z
2020-08-14T10:09:29Z
MEMBER
null
``` 2020-08-13T10:30:51.9470350Z isort --version-number 2020-08-13T10:30:52.2249999Z 5.4.0 2020-08-13T10:30:52.2443133Z Check import format using isort 2020-08-13T10:30:56.4886273Z ##[error]ERROR: /home/runner/work/pandas/pandas/pandas/_testing.py Imports are incorrectly sorted and/or formatted. 2020-08-13T10:30...
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35,704
ENH add na_action to DataFrame.applymap
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2020-08-13T11:11:53Z
2020-09-11T17:40:18Z
2020-09-11T17:40:12Z
CONTRIBUTOR
null
For symmetry with Series.map - [x] closes #23803 - [x] tests added / passed - [x] passes `black pandas` - [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [x] whatsnew entry
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CI: pin isort < 5.4.0
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2020-08-13T11:27:00Z
2020-08-14T10:29:10Z
2020-08-14T10:09:05Z
MEMBER
null
xref #35703
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BUG: pandas dataframe style render produces incorrect html with multiindex
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2020-08-13T13:34:04Z
2020-09-08T23:56:47Z
2020-09-08T23:56:47Z
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- **Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28...
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35,707
REGR: fix DataFrame.diff with read-only data
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2020-08-13T13:49:48Z
2020-08-14T14:42:58Z
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MEMBER
null
Closes #35559
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35,708
Reorganize imports to be compliant with isort (and conventional)
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2020-08-13T14:59:01Z
2020-08-13T16:21:47Z
2020-08-13T16:21:47Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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35,709
add web/ directory to isort checks
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2020-08-13T16:04:03Z
2020-08-13T17:52:37Z
2020-08-13T17:52:33Z
CONTRIBUTOR
null
- [ ] closes #xxxx - [ ] tests added / passed - [ ] passes `black pandas` - [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff` - [ ] whatsnew entry
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ENH: DataFrame.append is slow when the DataFrame is huge
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2020-08-13T16:30:54Z
2020-08-13T16:54:22Z
2020-08-13T16:54:22Z
CONTRIBUTOR
null
#### Is your feature request related to a problem? pandas.DataFrame.append is slow. Users use DataFrame.append multiple times. And it's more pronounced when the data is huge. That would take a long time to combine the data. So some users are using DataFrame.from_dict which is faster than DataFrame.append. (check ad...
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678,619,059
MDExOlB1bGxSZXF1ZXN0NDY3NTM3MDM0
35,711
CI: Check for file leaks in _all_ tests
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2020-08-13T17:34:59Z
2021-11-20T23:22:42Z
2020-08-21T21:27:03Z
MEMBER
null
Sits on top of #35693 Still have two tests failing locally, but I'm not seeing any socket leaks that I occasionally see in the CI logs.
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678,655,211
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35,712
PERF: RangeIndex.format performance
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13
2020-08-13T18:39:42Z
2020-08-26T13:29:51Z
2020-08-26T11:12:56Z
CONTRIBUTOR
null
#35440 dropped ``RangeIndex._format_with_header``, which was functionally not needed, but needed to avoid creating an internal ndarray. This rectifies that + gives some perf. improvements. ```python >>> idx = pd.RangeIndex(1_000_000) >>> %timeit idx.format() 4.6 s ± 102 ms per loop # pandas v1.1.0 1.67 s ± 1...
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678,834,018
MDU6SXNzdWU2Nzg4MzQwMTg=
35,713
BUG: read_csv converts quoted strings to floats with quoting=csv.QUOTE_NONNUMERIC
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3
2020-08-14T01:30:04Z
2020-08-19T08:03:23Z
null
NONE
null
- [x] I have checked that this issue has not already been reported. - [x] I have confirmed this bug exists on the latest version of pandas. - [ ] (optional) I have confirmed this bug exists on the master branch of pandas. --- #### Code Sample, a copy-pastable example ```python import csv import io imp...
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35,714
BUG: Negative RangeIndex can have positive step
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2020-08-14T07:39:16Z
2020-08-17T14:54:30Z
2020-08-14T07:55:56Z
CONTRIBUTOR
null
Python allows positve steps in ranges, e.g. ```python >>> rng = range(2, -2) >>> rng.step 1 # positive step in a negative range list(rng) [] # empty ``` which surprises me and surely must be a bug in Python. This affects pandas' RangeIndex: ```python >>> idx = pd.RangeIndex(2, -2) >>> df = pd.DataFra...
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35,715
Attribute "dtype" are different error with testing.assert_frame_equal
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2
2020-08-14T09:59:34Z
2020-08-17T18:20:20Z
2020-08-17T18:20:20Z
NONE
null
Hi, When trying testing.assert_frame_equal, I get an assert error. E Attribute "dtype" are different E [left]: Int64 E [right]: Int16 However, for assert_frame_equal, I do set the argument `check_dtype=False`. From traceback, I can see that `assert_extension_array_equal` is bein...
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35,716
Backport PR #35673 on branch 1.1.x (REGR: Dataframe.reset_index() on empty DataFrame with MI and datatime level)
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2020-08-14T10:17:29Z
2020-08-14T11:15:48Z
2020-08-14T11:15:48Z
NONE
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Backport PR #35673: REGR: Dataframe.reset_index() on empty DataFrame with MI and datatime level
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