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PERF: Avoid fragmentation of DataFrame in read_sas #48603

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merged 5 commits into from
Sep 21, 2022
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phofl
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@phofl phofl commented Sep 17, 2022

Not sure how to test this, the op file is 13mb which is way to large for our repository.

@phofl phofl added the IO SAS SAS: read_sas label Sep 17, 2022
@ParfaitG
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I know we want to limit network calls, for testing, how about reading OP's URL that points to a CDC .xpt file. Currently, read_sas can parse online files:

pd.read_sas("https://wwwn.cdc.gov/Nchs/Nhanes/2017-2018/DR1TOT_J.XPT")

There is also a pytest decorator check in case link changes to use before test. Given the date and government site, link looks reliable over the years:

@pytest.mark.network
@pytest.mark.slow
@tm.network(
    url="https://wwwn.cdc.gov/Nchs/Nhanes/2017-2018/DR1TOT_J.XPT",
    check_before_test=True,
)

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phofl commented Sep 18, 2022

This runs forever (25secs), since we don't have slow builds anymore, I don't think this is worth it

@mroeschke mroeschke added this to the 1.6 milestone Sep 19, 2022
@mroeschke mroeschke added the Performance Memory or execution speed performance label Sep 19, 2022
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LGTM. Yeah I don't think this is worth adding another test that download external files.

@mroeschke mroeschke merged commit 9b5c5d1 into pandas-dev:main Sep 21, 2022
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Thanks @phofl

@phofl phofl deleted the sas branch September 21, 2022 22:01
phofl added a commit to phofl/pandas that referenced this pull request Sep 22, 2022
* PERF: Avoid fragmentation of DataFrame in read_sas

* Add whatsnew

* Add warning
mroeschke added a commit that referenced this pull request Sep 26, 2022
…8662)

* BUG: Series.getitem not falling back to positional for bool index

* Update pandas/tests/series/indexing/test_getitem.py

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* Fix build warning for use of `strdup` in ultrajson (#48369)

* WEB: Update versions json to fix version switcher in the docs (#48655)

* PERF: join/merge on subset of MultiIndex (#48611)

* DOC: Update documentation for date_range(), bdate_range(), and interval_range() to include timedelta as a possible data type for the freq parameter (#48631)

* Update documentation for date_range(), bdate_range(), and interval_range() to include timedelta as a possible data type for the freq parameter

* Add test case for date_range construction using datetime.timedelta

* TYP: tighten Axis (#48612)

* TYP: tighten Axis

* allow 'rows'

* BUG: Fix metadata propagation in df.corr and df.cov, GH28283 (#48616)

* Add finalize to df.corr and df.cov

* Clean

* TST: add test case for PeriodIndex in HDFStore(GH7796) (#48618)

* TST: add test case for PeriodIndex in HDFStore

* TST: add test case for PeriodIndex in HDFStore

* use pytest.mark.parameterize instead

* Add OpenSSF Scorecards GitHub Action (#48570)

* Create scorecards.yml

* Update scorecards.yml

* Add OpenSSF Scorecards badge to README.md

* Trim whitespace in scorecards.yml

* Skip scorecards.yml on forks

* Fix whitespace

* Pin scorecards.yml dependencies to major versions

* ENH: move an exception and add a prehook to check for exception place… (#48088)

* ENH: move an exception and add a prehook to check for exception placement

* ENH: fix import

* ENH: revert moving error

* ENH: add docstring and fix import for test

* ENH: re-design approach based on feedback

* ENH: update whatsnew rst

* ENH: apply feedback changes

* ENH: refactor to remove exception_warning_list and ignore _version.py

* ENH: remove NotThisMethod from tests and all

* REGR: TextIOWrapper raising an error in read_csv (#48651)

* REGR: TextIOWrapper raising an error in read_csv

* pyupgrade

* do not try to seek on unseekable buffers

* unseekable buffer might also have read ahead

* safer alternative: do not mess with internal/private(?) buffer of TextIOWrapper (effectively applies the shortcut only to files pandas opens)

* Fix scorecard.yml workflow (#48668)

* Set scorecard-action to v2.0.3

scorecard-action does not have a major version tag.

Temporarily disabling github.repository check to ensure action now works.

* Enable github.repository check

* BUG: DatetimeIndex ignoring explicit tz=None (#48659)

* BUG: DatetimeIndex ignoring explicit tz=None

* GH ref

* Corrected pd.merge indicator type hint (#48677)

* Corrected pd.merge indicator type hint

https://pandas.pydata.org/docs/reference/api/pandas.merge.html
It should be "str | bool" instead of just string

* Update merge.py

fixed type hint in merge.py

* Update merge.py

Update indicator type hint in _MergeOperation

* Update merge.py

Added type hint _MergeOperation init

* DOC: Document default value for options.display.max_cols when not running in terminal (#48672)

DOC: Document default value for options.display.max_cols

display.max_cols has a default value of 20 when not running in a terminal
such as Jupyter Notebook

* ENH: DTA/TDA add datetimelike scalar with mismatched reso (#48669)

* ENH: DTA/TDA add datetimelike scalar with mismatched reso

* mypy fixup

* REF: support reso in remaining tslibs helpers (#48661)

* REF: support reso in remaining tslibs helpers

* update setup.py

* PERF: Avoid fragmentation of DataFrame in read_sas (#48603)

* PERF: Avoid fragmentation of DataFrame in read_sas

* Add whatsnew

* Add warning

* DOC: Add deprecation infos to deprecated functions (#48599)

* DOC: Add deprecation infos to deprecated functions

* Add sections

* Fix

* BLD: Build wheels using cibuildwheel (#48283)

* BLD: Build wheels using cibuildwheel

* update from code review

Co-Authored-By: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* fix 3.11 version

* changes from code review

* Update test_wheels.py

* sync run time with pandas-wheels

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* REGR: Performance decrease in factorize (#48620)

* TYP: type all arguments with str default values (#48508)

* TYP: type all arguments with str default values

* na_rep: back to str

* na(t)_rep is always a string

* add float for some functions

* and the same for the few float default arguments

* define a few more literal constants

* avoid itertools.cycle mypy error

* revert mistake

* TST: Catch more pyarrow PerformanceWarnings (#48699)

* REGR: to_hdf raising AssertionError with boolean index (#48696)

* REGR: to_hdf raising AssertionError with boolean index

* Add gh ref

* REGR: Regression in DataFrame.loc when setting df with all True indexer (#48711)

* BUG: pivot_table raising for nullable dtype and margins (#48714)

* TST: Address MPL 3.6 deprecation warnings (#48695)

* TST: Address MPL 3.6 deprecation warnings

* Address min build

* missing ()

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>
Co-authored-by: Ralf Gommers <ralf.gommers@gmail.com>
Co-authored-by: Marc Garcia <garcia.marc@gmail.com>
Co-authored-by: Luke Manley <lukemanley@gmail.com>
Co-authored-by: Siddhartha Gandhi <siddhartha.a.gandhi@gmail.com>
Co-authored-by: Torsten Wörtwein <twoertwein@users.noreply.github.com>
Co-authored-by: Xiao Yuan <yuanx749@gmail.com>
Co-authored-by: paradox-lab <57354735+paradox-lab@users.noreply.github.com>
Co-authored-by: Pedro Nacht <15221358+pnacht@users.noreply.github.com>
Co-authored-by: dataxerik <dsshar@gmail.com>
Co-authored-by: jbrockmendel <jbrockmendel@gmail.com>
Co-authored-by: Pablo <48098178+PabloRuizCuevas@users.noreply.github.com>
Co-authored-by: tmoschou <5567550+tmoschou@users.noreply.github.com>
Co-authored-by: Thomas Li <47963215+lithomas1@users.noreply.github.com>
Co-authored-by: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com>
@mroeschke mroeschke modified the milestones: 1.6, 2.0 Oct 13, 2022
noatamir pushed a commit to noatamir/pandas that referenced this pull request Nov 9, 2022
* PERF: Avoid fragmentation of DataFrame in read_sas

* Add whatsnew

* Add warning
noatamir pushed a commit to noatamir/pandas that referenced this pull request Nov 9, 2022
…ndas-dev#48662)

* BUG: Series.getitem not falling back to positional for bool index

* Update pandas/tests/series/indexing/test_getitem.py

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* Fix build warning for use of `strdup` in ultrajson (pandas-dev#48369)

* WEB: Update versions json to fix version switcher in the docs (pandas-dev#48655)

* PERF: join/merge on subset of MultiIndex (pandas-dev#48611)

* DOC: Update documentation for date_range(), bdate_range(), and interval_range() to include timedelta as a possible data type for the freq parameter (pandas-dev#48631)

* Update documentation for date_range(), bdate_range(), and interval_range() to include timedelta as a possible data type for the freq parameter

* Add test case for date_range construction using datetime.timedelta

* TYP: tighten Axis (pandas-dev#48612)

* TYP: tighten Axis

* allow 'rows'

* BUG: Fix metadata propagation in df.corr and df.cov, GH28283 (pandas-dev#48616)

* Add finalize to df.corr and df.cov

* Clean

* TST: add test case for PeriodIndex in HDFStore(GH7796) (pandas-dev#48618)

* TST: add test case for PeriodIndex in HDFStore

* TST: add test case for PeriodIndex in HDFStore

* use pytest.mark.parameterize instead

* Add OpenSSF Scorecards GitHub Action (pandas-dev#48570)

* Create scorecards.yml

* Update scorecards.yml

* Add OpenSSF Scorecards badge to README.md

* Trim whitespace in scorecards.yml

* Skip scorecards.yml on forks

* Fix whitespace

* Pin scorecards.yml dependencies to major versions

* ENH: move an exception and add a prehook to check for exception place… (pandas-dev#48088)

* ENH: move an exception and add a prehook to check for exception placement

* ENH: fix import

* ENH: revert moving error

* ENH: add docstring and fix import for test

* ENH: re-design approach based on feedback

* ENH: update whatsnew rst

* ENH: apply feedback changes

* ENH: refactor to remove exception_warning_list and ignore _version.py

* ENH: remove NotThisMethod from tests and all

* REGR: TextIOWrapper raising an error in read_csv (pandas-dev#48651)

* REGR: TextIOWrapper raising an error in read_csv

* pyupgrade

* do not try to seek on unseekable buffers

* unseekable buffer might also have read ahead

* safer alternative: do not mess with internal/private(?) buffer of TextIOWrapper (effectively applies the shortcut only to files pandas opens)

* Fix scorecard.yml workflow (pandas-dev#48668)

* Set scorecard-action to v2.0.3

scorecard-action does not have a major version tag.

Temporarily disabling github.repository check to ensure action now works.

* Enable github.repository check

* BUG: DatetimeIndex ignoring explicit tz=None (pandas-dev#48659)

* BUG: DatetimeIndex ignoring explicit tz=None

* GH ref

* Corrected pd.merge indicator type hint (pandas-dev#48677)

* Corrected pd.merge indicator type hint

https://pandas.pydata.org/docs/reference/api/pandas.merge.html
It should be "str | bool" instead of just string

* Update merge.py

fixed type hint in merge.py

* Update merge.py

Update indicator type hint in _MergeOperation

* Update merge.py

Added type hint _MergeOperation init

* DOC: Document default value for options.display.max_cols when not running in terminal (pandas-dev#48672)

DOC: Document default value for options.display.max_cols

display.max_cols has a default value of 20 when not running in a terminal
such as Jupyter Notebook

* ENH: DTA/TDA add datetimelike scalar with mismatched reso (pandas-dev#48669)

* ENH: DTA/TDA add datetimelike scalar with mismatched reso

* mypy fixup

* REF: support reso in remaining tslibs helpers (pandas-dev#48661)

* REF: support reso in remaining tslibs helpers

* update setup.py

* PERF: Avoid fragmentation of DataFrame in read_sas (pandas-dev#48603)

* PERF: Avoid fragmentation of DataFrame in read_sas

* Add whatsnew

* Add warning

* DOC: Add deprecation infos to deprecated functions (pandas-dev#48599)

* DOC: Add deprecation infos to deprecated functions

* Add sections

* Fix

* BLD: Build wheels using cibuildwheel (pandas-dev#48283)

* BLD: Build wheels using cibuildwheel

* update from code review

Co-Authored-By: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* fix 3.11 version

* changes from code review

* Update test_wheels.py

* sync run time with pandas-wheels

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* REGR: Performance decrease in factorize (pandas-dev#48620)

* TYP: type all arguments with str default values (pandas-dev#48508)

* TYP: type all arguments with str default values

* na_rep: back to str

* na(t)_rep is always a string

* add float for some functions

* and the same for the few float default arguments

* define a few more literal constants

* avoid itertools.cycle mypy error

* revert mistake

* TST: Catch more pyarrow PerformanceWarnings (pandas-dev#48699)

* REGR: to_hdf raising AssertionError with boolean index (pandas-dev#48696)

* REGR: to_hdf raising AssertionError with boolean index

* Add gh ref

* REGR: Regression in DataFrame.loc when setting df with all True indexer (pandas-dev#48711)

* BUG: pivot_table raising for nullable dtype and margins (pandas-dev#48714)

* TST: Address MPL 3.6 deprecation warnings (pandas-dev#48695)

* TST: Address MPL 3.6 deprecation warnings

* Address min build

* missing ()

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>
Co-authored-by: Ralf Gommers <ralf.gommers@gmail.com>
Co-authored-by: Marc Garcia <garcia.marc@gmail.com>
Co-authored-by: Luke Manley <lukemanley@gmail.com>
Co-authored-by: Siddhartha Gandhi <siddhartha.a.gandhi@gmail.com>
Co-authored-by: Torsten Wörtwein <twoertwein@users.noreply.github.com>
Co-authored-by: Xiao Yuan <yuanx749@gmail.com>
Co-authored-by: paradox-lab <57354735+paradox-lab@users.noreply.github.com>
Co-authored-by: Pedro Nacht <15221358+pnacht@users.noreply.github.com>
Co-authored-by: dataxerik <dsshar@gmail.com>
Co-authored-by: jbrockmendel <jbrockmendel@gmail.com>
Co-authored-by: Pablo <48098178+PabloRuizCuevas@users.noreply.github.com>
Co-authored-by: tmoschou <5567550+tmoschou@users.noreply.github.com>
Co-authored-by: Thomas Li <47963215+lithomas1@users.noreply.github.com>
Co-authored-by: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com>
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BUG: Large number of PerformanceWarnings when attempting to read .xpt file
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