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    <title>PFS-JIRA</title>
    <link>https://pfspipe.ipmu.jp/jira</link>
    <description>This file is an XML representation of an issue</description>
    <language>en-us</language>    <build-info>
        <version>8.3.4</version>
        <build-number>803005</build-number>
        <build-date>13-09-2019</build-date>
    </build-info>


<item>
            <title>[PIPE2D-1063] Tune CR parameters for simulator data</title>
                <link>https://pfspipe.ipmu.jp/jira/browse/PIPE2D-1063</link>
                <project id="10002" key="PIPE2D">DRP 2-D Pipeline</project>
                    <description>&lt;p&gt;The simulator produces sharper features than the actual instrument does, so fiber traces often get mis-identified as CRs. This is especially bad in the NIR, where there are lots of bright sky lines, and when working with bright targets.&lt;/p&gt;

&lt;p&gt;Tune the CR parameters for the integration test and the weekly+science to minimise CR false positives.&lt;/p&gt;</description>
                <environment></environment>
        <key id="22882">PIPE2D-1063</key>
            <summary>Tune CR parameters for simulator data</summary>
                <type id="10001" iconUrl="https://pfspipe.ipmu.jp/jira/secure/viewavatar?size=xsmall&amp;avatarId=10515&amp;avatarType=issuetype">Story</type>
                                            <priority id="10000" iconUrl="https://pfspipe.ipmu.jp/jira/images/icons/priorities/medium.svg">Normal</priority>
                        <status id="10002" iconUrl="https://pfspipe.ipmu.jp/jira/images/icons/statuses/generic.png" description="The issue is resolved, reviewed, and merged">Done</status>
                    <statusCategory id="3" key="done" colorName="green"/>
                                    <resolution id="10000">Done</resolution>
                                        <assignee username="price">price</assignee>
                                    <reporter username="price">price</reporter>
                        <labels>
                    </labels>
                <created>Thu, 21 Jul 2022 18:55:28 +0000</created>
                <updated>Fri, 14 Oct 2022 06:12:33 +0000</updated>
                            <resolved>Tue, 11 Oct 2022 21:43:53 +0000</resolved>
                                                                        <due></due>
                            <votes>0</votes>
                                    <watches>6</watches>
                                                                <comments>
                            <comment id="31182" author="rhl" created="Thu, 21 Jul 2022 21:44:29 +0000"  >&lt;p&gt;Wouldn&apos;t it be easier and more realistic to degrade the spots a little?&lt;/p&gt;</comment>
                            <comment id="31268" author="price" created="Wed, 31 Aug 2022 21:11:10 +0000"  >&lt;p&gt;Discovered that the simulator and Subaru PSFs aren&apos;t extremely different (x and y sigma for 2D Gaussian fit to arc lines was about 1.3 for both), and that we&apos;re having the same problems with CR finding on the Subaru quartz observations as we&apos;re having with the simulator. Tried tuning CR parameters but wasn&apos;t able to reliably find CRs while avoiding false positives from the traces. Decided to try subtracting a vertical median filter to remove the traces before CR finding, and this works very nicely, finding CRs that I had trouble identifying visually on the original. It does find a sprinkling of false-positives, but they are not systematically distributed along the traces as they were before. Perhaps we might benefit from careful parameter tuning, but this change already results in a dramatic improvement in CR finding quality.&lt;/p&gt;</comment>
                            <comment id="31271" author="rhl" created="Thu, 1 Sep 2022 17:43:29 +0000"  >&lt;p&gt;Can you attach some images? &#160;This sounds like a good and simple approach, but something more sophisticated (extraction; median filter; project back onto traces; subtract) might work better.&lt;/p&gt;</comment>
                            <comment id="31272" author="price" created="Thu, 1 Sep 2022 17:54:44 +0000"  >&lt;p&gt;The below image shows the &lt;tt&gt;calexp&lt;/tt&gt; image, the trace-subtracted image, and the &lt;tt&gt;calexp&lt;/tt&gt; mask.&lt;/p&gt;

&lt;p&gt;I tried the more sophisticated approach, but currently extraction and image generation from fiber traces introduces step functions into the data that makes CR finding much worse; I&apos;m hoping &lt;a href=&quot;https://pfspipe.ipmu.jp/jira/browse/PIPE2D-907&quot; title=&quot;Solve profiles for multiple fibers simultaneously&quot; class=&quot;issue-link&quot; data-issue-key=&quot;PIPE2D-907&quot;&gt;&lt;del&gt;PIPE2D-907&lt;/del&gt;&lt;/a&gt; (and odd-even quartz observations) will fix this.&lt;/p&gt;

&lt;p&gt;&lt;span class=&quot;image-wrap&quot; style=&quot;&quot;&gt;&lt;img src=&quot;https://pfspipe.ipmu.jp/jira/secure/attachment/15316/15316_pipe2d-1063.jpg&quot; style=&quot;border: 0px solid black&quot; /&gt;&lt;/span&gt;&lt;/p&gt;</comment>
                            <comment id="31414" author="price" created="Mon, 19 Sep 2022 23:06:59 +0000"  >&lt;p&gt;&lt;a href=&quot;https://pfspipe.ipmu.jp/jira/secure/ViewProfile.jspa?name=kiyoto.yabe&quot; class=&quot;user-hover&quot; rel=&quot;kiyoto.yabe&quot;&gt;Kiyoto Yabe&lt;/a&gt; ran the weekly with this change and found poor redshift performance, but it was not clear that CR masking was to blame.&lt;/p&gt;</comment>
                            <comment id="31518" author="price" created="Fri, 30 Sep 2022 18:40:22 +0000"  >&lt;p&gt;Note: I need to convert the Gen3 pipeline to also implement the trace subtraction before searching for CRs. This will involve moving things around some, as I want to do it after adjusting the detectorMap (so we have an opportunity to mask sky lines).&lt;/p&gt;</comment>
                            <comment id="31538" author="price" created="Tue, 4 Oct 2022 12:39:00 +0000"  >&lt;p&gt;&lt;a href=&quot;https://pfspipe.ipmu.jp/jira/secure/ViewProfile.jspa?name=kiyoto.yabe&quot; class=&quot;user-hover&quot; rel=&quot;kiyoto.yabe&quot;&gt;Kiyoto Yabe&lt;/a&gt; writes:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;The 1D redshift determination is much improved with the new one (although there are some mis-identification but only a few). The CRs (and other features) are masked properly in this version as far as I checked.&lt;/p&gt;&lt;/blockquote&gt;</comment>
                            <comment id="31568" author="price" created="Sat, 8 Oct 2022 00:28:46 +0000"  >&lt;p&gt;&lt;a href=&quot;https://pfspipe.ipmu.jp/jira/secure/ViewProfile.jspa?name=rhl&quot; class=&quot;user-hover&quot; rel=&quot;rhl&quot;&gt;rhl&lt;/a&gt; requests checking &lt;tt&gt;visit=80748 arm=r&lt;/tt&gt;, where sky lines are being masked as CRs.&lt;/p&gt;</comment>
                            <comment id="31569" author="hassan" created="Sat, 8 Oct 2022 01:04:11 +0000"  >&lt;p&gt;Code changes provided in pull requests look fine to me. Minor comments in PR for &lt;tt&gt;drp_stella&lt;/tt&gt;:  &lt;a href=&quot;https://github.com/Subaru-PFS/drp_stella/pull/284&quot; class=&quot;external-link&quot; rel=&quot;nofollow&quot;&gt;https://github.com/Subaru-PFS/drp_stella/pull/284&lt;/a&gt;&lt;/p&gt;</comment>
                            <comment id="31578" author="price" created="Tue, 11 Oct 2022 19:42:08 +0000"  >&lt;p&gt;Ran &lt;tt&gt;visit=80748 arm=r&lt;/tt&gt; with the ticket branch. CRs are getting masked just fine, and sky lines are not causing false positives.&lt;/p&gt;</comment>
                            <comment id="31579" author="price" created="Tue, 11 Oct 2022 21:43:53 +0000"  >&lt;p&gt;Merged.&lt;/p&gt;</comment>
                            <comment id="31590" author="vlebrun" created="Thu, 13 Oct 2022 13:50:53 +0000"  >&lt;p&gt;I confirm that things are going back to normal, 93% success rate in &#160;the redshift measurement in the latest weekly run&#160;&lt;/p&gt;</comment>
                            <comment id="31591" author="price" created="Thu, 13 Oct 2022 13:53:47 +0000"  >&lt;p&gt;But this merged &lt;b&gt;after&lt;/b&gt; the most recent weekly...?&lt;/p&gt;</comment>
                            <comment id="31592" author="vlebrun" created="Thu, 13 Oct 2022 14:15:43 +0000"  >&lt;p&gt;ah... the improvements come from other modification then? but the fact is that the bad pixels I used to see in the September weekly runs are not present in the October 10 one...&lt;/p&gt;</comment>
                            <comment id="31593" author="price" created="Thu, 13 Oct 2022 14:49:22 +0000"  >&lt;p&gt;Maybe the data you received were processed with this branch, but it could not have been part of the Proper weekly.&lt;/p&gt;</comment>
                            <comment id="31595" author="ali.allaoui" created="Thu, 13 Oct 2022 15:31:34 +0000"  >&lt;p&gt;According to header, drp_stella version is w.2022.40a-12-g033bd60+1&lt;/p&gt;</comment>
                            <comment id="31596" author="price" created="Thu, 13 Oct 2022 15:34:24 +0000"  >&lt;p&gt;OK, so that&apos;s this branch on top of the last weekly.&lt;/p&gt;</comment>
                            <comment id="31608" author="kiyoto.yabe" created="Thu, 13 Oct 2022 23:04:13 +0000"  >&lt;p&gt;Yes, I forgot to switch back to the &lt;em&gt;normal&lt;/em&gt; mode after I checked the new fix, so yes, the results are from that branch. Sorry.&lt;/p&gt;</comment>
                            <comment id="31612" author="vlebrun" created="Fri, 14 Oct 2022 06:12:33 +0000"  >&lt;p&gt;well, don&apos;t be sorry, now we know that the fix worked fine&lt;img class=&quot;emoticon&quot; src=&quot;https://pfspipe.ipmu.jp/jira/images/icons/emoticons/biggrin.png&quot; height=&quot;16&quot; width=&quot;16&quot; align=&quot;absmiddle&quot; alt=&quot;&quot; border=&quot;0&quot;/&gt;&lt;/p&gt;</comment>
                    </comments>
                <issuelinks>
                            <issuelinktype id="10003">
                    <name>Relates</name>
                                            <outwardlinks description="relates to">
                                        <issuelink>
            <issuekey id="11623">PIPE2D-188</issuekey>
        </issuelink>
                            </outwardlinks>
                                                                <inwardlinks description="relates to">
                                        <issuelink>
            <issuekey id="22879">PIPE1D-63</issuekey>
        </issuelink>
                            </inwardlinks>
                                    </issuelinktype>
                    </issuelinks>
                <attachments>
                            <attachment id="15316" name="pipe2d-1063.jpg" size="1106613" author="price" created="Thu, 1 Sep 2022 17:47:51 +0000"/>
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