|
| 1 | +.. _maintaining: |
| 2 | + |
| 3 | +****************** |
| 4 | +Pandas Maintenance |
| 5 | +****************** |
| 6 | + |
| 7 | +This guide is for pandas' maintainers. It may also be interesting to contributors |
| 8 | +looking to understand the pandas development process and what steps are necessary |
| 9 | +to become a maintainer. |
| 10 | + |
| 11 | +The main contributing guide is available at :ref:`contributing`. |
| 12 | + |
| 13 | +Roles |
| 14 | +----- |
| 15 | + |
| 16 | +Pandas uses two levels of permissions: **triage** and **core** team members. |
| 17 | + |
| 18 | +Triage members can label and close issues and pull requests. |
| 19 | + |
| 20 | +Core team members can label and close issues and pull request, and can merge |
| 21 | +pull requests. |
| 22 | + |
| 23 | +GitHub publishes the full `list of permissions`_. |
| 24 | + |
| 25 | +Tasks |
| 26 | +----- |
| 27 | + |
| 28 | +Pandas is largely a volunteer project, so these tasks shouldn't be read as |
| 29 | +"expectations" of triage and maintainers. Rather, they're general descriptions |
| 30 | +of what it means to be a maintainer. |
| 31 | + |
| 32 | +* Triage newly filed issues (see :ref:`maintaining.triage`) |
| 33 | +* Review newly opened pull requests |
| 34 | +* Respond to updates on existing issues and pull requests |
| 35 | +* Drive discussion and decisions on stalled issues and pull requests |
| 36 | +* Provide experience / wisdom on API design questions to ensure consistency and maintainability |
| 37 | +* Project organization (run / attend developer meetings, represent pandas) |
| 38 | + |
| 39 | +http://matthewrocklin.com/blog/2019/05/18/maintainer may be interesting background |
| 40 | +reading. |
| 41 | + |
| 42 | +.. _maintaining.triage: |
| 43 | + |
| 44 | +Issue Triage |
| 45 | +------------ |
| 46 | + |
| 47 | + |
| 48 | +Here's a typical workflow for triaging a newly opened issue. |
| 49 | + |
| 50 | +1. **Thank the reporter for opening an issue** |
| 51 | + |
| 52 | + The issue tracker is many people's first interaction with the pandas project itself, |
| 53 | + beyond just using the library. As such, we want it to be a welcoming, pleasant |
| 54 | + experience. |
| 55 | + |
| 56 | +2. **Is the necessary information provided?** |
| 57 | + |
| 58 | + Ideally reporters would fill out the issue template, but many don't. |
| 59 | + If crucial information (like the version of pandas they used), is missing |
| 60 | + feel free to ask for that and label the issue with "Needs info". The |
| 61 | + report should follow the guidelines in :ref:`contributing.bug_reports`. |
| 62 | + You may want to link to that if they didn't follow the template. |
| 63 | + |
| 64 | + Make sure that the title accurately reflects the issue. Edit it yourself |
| 65 | + if it's not clear. |
| 66 | + |
| 67 | +3. **Is this a duplicate issue?** |
| 68 | + |
| 69 | + We have many open issues. If a new issue is clearly a duplicate, label the |
| 70 | + new issue as "Duplicate" assign the milestone "No Action", and close the issue |
| 71 | + with a link to the original issue. Make sure to still thank the reporter, and |
| 72 | + encourage them to chime in on the original issue, and perhaps try to fix it. |
| 73 | + |
| 74 | + If the new issue provides relevant information, such as a better or slightly |
| 75 | + different example, add it to the original issue as a comment or an edit to |
| 76 | + the original post. |
| 77 | + |
| 78 | +4. **Is the issue minimal and reproducible**? |
| 79 | + |
| 80 | + For bug reports, we ask that the reporter provide a minimal reproducible |
| 81 | + example. See http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports |
| 82 | + for a good explanation. If the example is not reproducible, or if it's |
| 83 | + *clearly* not minimal, feel free to ask the reporter if they can provide |
| 84 | + and example or simplify the provided one. Do acknowledge that writing |
| 85 | + minimal reproducible examples is hard work. If the reporter is struggling, |
| 86 | + you can try to write one yourself and we'll edit the original post to include it. |
| 87 | + |
| 88 | + If a reproducible example can't be provided, add the "Needs info" label. |
| 89 | + |
| 90 | + If a reproducible example is provided, but you see a simplification, |
| 91 | + edit the original post with your simpler reproducible example. |
| 92 | + |
| 93 | +5. **Is this a clearly defined feature request?** |
| 94 | + |
| 95 | + Generally, pandas prefers to discuss and design new features in issues, before |
| 96 | + a pull request is made. Encourage the submitter to include a proposed API |
| 97 | + for the new feature. Having them write a full docstring is a good way to |
| 98 | + pin down specifics. |
| 99 | + |
| 100 | + We'll need a discussion from several pandas maintainers before deciding whether |
| 101 | + the proposal is in scope for pandas. |
| 102 | + |
| 103 | +6. **Is this a usage question?** |
| 104 | + |
| 105 | + We prefer that usage questions are asked on StackOverflow with the pandas |
| 106 | + tag. https://stackoverflow.com/questions/tagged/pandas |
| 107 | + |
| 108 | + If it's easy to answer, feel free to link to the relevant documentation section, |
| 109 | + let them know that in the future this kind of question should be on |
| 110 | + StackOverflow, and close the issue. |
| 111 | + |
| 112 | +7. **What labels and milestones should I add?** |
| 113 | + |
| 114 | + Apply the relevant labels. This is a bit of an art, and comes with experience. |
| 115 | + Look at similar issues to get a feel for how things are labeled. |
| 116 | + |
| 117 | + If the issue is clearly defined and the fix seems relatively straightforward, |
| 118 | + label the issue as "Good first issue". |
| 119 | + |
| 120 | + Typically, new issues will be assigned the "Contributions welcome" milestone, |
| 121 | + unless it's know that this issue should be addressed in a specific release (say |
| 122 | + because it's a large regression). |
| 123 | + |
| 124 | +.. _maintaining.closing: |
| 125 | + |
| 126 | +Closing Issues |
| 127 | +-------------- |
| 128 | + |
| 129 | +Be delicate here: many people interpret closing an issue as us saying that the |
| 130 | +conversation is over. It's typically best to give the reporter some time to |
| 131 | +respond or self-close their issue if it's determined that the behavior is not a bug, |
| 132 | +or the feature is out of scope. Sometimes reporters just go away though, and |
| 133 | +we'll close the issue after the conversation has died. |
| 134 | + |
| 135 | +Reviewing Pull Requests |
| 136 | +----------------------- |
| 137 | + |
| 138 | +Anybody can review a pull request: regular contributors, triagers, or core-team |
| 139 | +members. Here are some guidelines to check. |
| 140 | + |
| 141 | +* Tests should be in a sensible location. |
| 142 | +* New public APIs should be included somewhere in ``doc/source/reference/``. |
| 143 | +* New / changed API should use the ``versionadded`` or ``versionchanged`` directives in the docstring. |
| 144 | +* User-facing changes should have a whatsnew in the appropriate file. |
| 145 | +* Regression tests should reference the original GitHub issue number like ``# GH-1234``. |
| 146 | + |
| 147 | +Cleaning up old Issues |
| 148 | +---------------------- |
| 149 | + |
| 150 | +Every open issue in pandas has a cost. Open issues make finding duplicates harder, |
| 151 | +and can make it harder to know what needs to be done in pandas. That said, closing |
| 152 | +issues isn't a goal on its own. Our goal is to make pandas the best it can be, |
| 153 | +and that's best done by ensuring that the quality of our open issues is high. |
| 154 | + |
| 155 | +Occasionally, bugs are fixed but the issue isn't linked to in the Pull Request. |
| 156 | +In these cases, comment that "This has been fixed, but could use a test." and |
| 157 | +label the issue as "Good First Issue" and "Needs Test". |
| 158 | + |
| 159 | +If an older issue doesn't follow our issue template, edit the original post to |
| 160 | +include a minimal example, the actual output, and the expected output. Uniformity |
| 161 | +in issue reports is valuable. |
| 162 | + |
| 163 | +If an older issue lacks a reproducible example, label it as "Needs Info" and |
| 164 | +ask them to provide one (or write one yourself if possible). If one isn't |
| 165 | +provide reasonably soon, close it according to the policies in :ref:`maintaining.closing`. |
| 166 | + |
| 167 | +Cleaning up old Pull Requests |
| 168 | +----------------------------- |
| 169 | + |
| 170 | +Occasionally, contributors are unable to finish off a pull request. |
| 171 | +If some time has passed (two weeks, say) since the last review requesting changes, |
| 172 | +gently ask if they're still interested in working on this. If another two weeks or |
| 173 | +so passes with no response, thank them for their work and close the pull request. |
| 174 | +Comment on the original issue that "There's a stalled PR at #1234 that may be |
| 175 | +helpful.", and perhaps label the issue as "Good first issue" if the PR was relatively |
| 176 | +close to being accepted. |
| 177 | + |
| 178 | +Additionally, core-team members can push to contributors branches. This can be |
| 179 | +helpful for pushing an important PR across the line, or for fixing a small |
| 180 | +merge conflict. |
| 181 | + |
| 182 | +Becoming a pandas maintainer |
| 183 | +---------------------------- |
| 184 | + |
| 185 | +The full process is outlined in our `governance documents`_. In summary, |
| 186 | +we're happy to give triage permissions to anyone who shows interest by |
| 187 | +being helpful on the issue tracker. |
| 188 | + |
| 189 | +The current list of core-team members is at |
| 190 | +https://github.com/pandas-dev/pandas-governance/blob/master/people.md |
| 191 | + |
| 192 | +.. _governance documents: https://github.com/pandas-dev/pandas-governance |
| 193 | +.. _list of permissions: https://help.github.com/en/github/setting-up-and-managing-organizations-and-teams/repository-permission-levels-for-an-organization |
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