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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>
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<item>
            <title>[PIPE2D-722] Fix failing weekly due to wavelength residuals</title>
                <link>https://pfspipe.ipmu.jp/jira/browse/PIPE2D-722</link>
                <project id="10002" key="PIPE2D">DRP 2-D Pipeline</project>
                    <description>&lt;p&gt;Following the merge of &lt;a href=&quot;https://pfspipe.ipmu.jp/jira/browse/PIPE2D-660&quot; title=&quot;Differential full-detector detectorMap&quot; class=&quot;issue-link&quot; data-issue-key=&quot;PIPE2D-660&quot;&gt;&lt;del&gt;PIPE2D-660&lt;/del&gt;&lt;/a&gt;, we hit a test failure in the weekly:&lt;/p&gt;
&lt;div class=&quot;code panel&quot; style=&quot;border-width: 1px;&quot;&gt;&lt;div class=&quot;codeContent panelContent&quot;&gt;
&lt;pre class=&quot;code-java&quot;&gt;
$HERE/test_weekly.py --raw=$DATADIR --rerun=$WORKDIR/rerun/$RERUN
+ /scratch/pprice/jenkins/weekly/pfs_pipe2d/weekly/test_weekly.py --raw=/projects/HSC/PFS/weekly-20210204 --rerun=/scratch/pprice/jenkins/weekly/2021-02-14/process/rerun/weekly
CameraMapper INFO: Loading exposure registry from /scratch/pprice/jenkins/weekly/2021-02-14/process/registry.sqlite3
CameraMapper INFO: Loading calib registry from /scratch/pprice/jenkins/weekly/2021-02-14/process/CALIB/calibRegistry.sqlite3
CameraMapper INFO: Loading calib registry from /scratch/pprice/jenkins/weekly/2021-02-14/process/CALIB/calibRegistry.sqlite3

======================================================================
FAIL: testResiduals (__main__.ArcTestCase_brn_39) (arm=&lt;span class=&quot;code-quote&quot;&gt;&apos;b&apos;&lt;/span&gt;, fiberId=125)
Test that wavelength fit residuals are reasonable
----------------------------------------------------------------------
Traceback (most recent call last):
 File &lt;span class=&quot;code-quote&quot;&gt;&quot;/scratch/pprice/jenkins/weekly/2021-02-14/build/stack/miniconda3-4.5.12-1172c30/Linux64/pfs_pipe2d/w.2021.07/python/pfs/pipe2d/weekly/test_weekly.py&quot;&lt;/span&gt;, line 126, in testResiduals
   self.assertFloatsAlmostEqual(median, 0.0, atol=1.0e-2)
 File &lt;span class=&quot;code-quote&quot;&gt;&quot;/scratch/pprice/jenkins/weekly/2021-02-14/build/stack/miniconda3-4.5.12-1172c30/Linux64/utils/18.1.0/python/lsst/utils/tests.py&quot;&lt;/span&gt;, line 735, in assertFloatsAlmostEqual
   testCase.assertFalse(failed, msg=&lt;span class=&quot;code-quote&quot;&gt;&quot;\n&quot;&lt;/span&gt;.join(errMsg))
AssertionError: True is not &lt;span class=&quot;code-keyword&quot;&gt;false&lt;/span&gt; : -0.014930468680063314 != 0.0; diff=0.014930468680063314/0.014930468680063314=1.0 with rtol=2.220446049250313e-16, atol=0.01

----------------------------------------------------------------------
Ran 1 test in 8.429s

FAILED (failures=1)
Build step &lt;span class=&quot;code-quote&quot;&gt;&apos;Execute shell&apos;&lt;/span&gt; marked build as failure
&lt;/pre&gt;
&lt;/div&gt;&lt;/div&gt;</description>
                <environment></environment>
        <key id="15291">PIPE2D-722</key>
            <summary>Fix failing weekly due to wavelength residuals</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>Mon, 15 Feb 2021 18:29:06 +0000</created>
                <updated>Mon, 15 Feb 2021 21:50:03 +0000</updated>
                            <resolved>Mon, 15 Feb 2021 21:50:03 +0000</resolved>
                                                                        <due></due>
                            <votes>0</votes>
                                    <watches>1</watches>
                                                                <comments>
                            <comment id="18507" author="price" created="Mon, 15 Feb 2021 18:31:02 +0000"  >&lt;p&gt;At least some of this looks like we were a bit overzealous in bringing the limit down from 5e-2 to 1e-2: the value triggering the error is 1.4e-2, and there is another at 1.1e-2.&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/13347/13347_median.png&quot; style=&quot;border: 0px solid black&quot; /&gt;&lt;/span&gt;&lt;/p&gt;</comment>
                            <comment id="18508" author="price" created="Mon, 15 Feb 2021 20:35:19 +0000"  >&lt;div class=&quot;code panel&quot; style=&quot;border-width: 1px;&quot;&gt;&lt;div class=&quot;codeContent panelContent&quot;&gt;
&lt;pre class=&quot;code-java&quot;&gt;
PIPE2D-722: Fix failing weekly due to wavelength residuals

&amp;gt;&amp;gt;&amp;gt; from lsst.daf.persistence &lt;span class=&quot;code-keyword&quot;&gt;import&lt;/span&gt; Butler
&amp;gt;&amp;gt;&amp;gt; butler = Butler(&lt;span class=&quot;code-quote&quot;&gt;&quot;/scratch/pprice/jenkins/weekly/2021-02-14/process/rerun/weekly/calib/brn/arc_brn/detectorMap&quot;&lt;/span&gt;)
&amp;gt;&amp;gt;&amp;gt; detMap = butler.get(&lt;span class=&quot;code-quote&quot;&gt;&quot;detectorMap&quot;&lt;/span&gt;, visit=39, arm=&lt;span class=&quot;code-quote&quot;&gt;&quot;b&quot;&lt;/span&gt;)
&amp;gt;&amp;gt;&amp;gt; type(detMap)
&amp;lt;class &lt;span class=&quot;code-quote&quot;&gt;&apos;pfs.drp.stella.DifferentialDetectorMap.DifferentialDetectorMap&apos;&lt;/span&gt;&amp;gt;
&amp;gt;&amp;gt;&amp;gt; lines = butler.get(&lt;span class=&quot;code-quote&quot;&gt;&quot;arcLines&quot;&lt;/span&gt;, visit=39, arm=&lt;span class=&quot;code-quote&quot;&gt;&quot;b&quot;&lt;/span&gt;)
&amp;gt;&amp;gt;&amp;gt; fiberId = 125
&amp;gt;&amp;gt;&amp;gt; select = lines.fiberId == fiberId
&amp;gt;&amp;gt;&amp;gt; select.sum()
197
&amp;gt;&amp;gt;&amp;gt; fitWavelength = detMap.findWavelength(fiberId, lines.y[select])
&amp;gt;&amp;gt;&amp;gt; residual = lines.wavelength[select] - fitWavelength
&amp;gt;&amp;gt;&amp;gt; &lt;span class=&quot;code-keyword&quot;&gt;import&lt;/span&gt; matplotlib.pyplot as plt
&amp;gt;&amp;gt;&amp;gt; plt.scatter(lines.wavelength[select], residual)
&amp;gt;&amp;gt;&amp;gt; plt.show()

There&apos;s a clear mean residual at about the -1.5e-2 level, so the test is behaving correctly.
I wonder &lt;span class=&quot;code-keyword&quot;&gt;if&lt;/span&gt; &lt;span class=&quot;code-keyword&quot;&gt;this&lt;/span&gt; could be addressed by a higher order in the fit?


(lsst-scipipe) pprice@tiger2-sumire:~/pfs/pfs_pipe2d[master%] $ reduceArc.py /scratch/pprice/jenkins/weekly/2021-02-14/process --calib /scratch/pprice/jenkins/weekly/2021-02-14/process/CALIB --rerun price/pipe2d-722 --id visit=39..45:2 arm=b -c fitDetectorMap.order=5

reduceArc.fitDetectorMap INFO: Final fit: chi2=34548.302924 dof=39084 xRMS=0.042424 yRMS=0.068059 (0.004634 nm, 2.686637 km/s) from 20166/21229 lines
reduceArc.fitDetectorMap INFO: Fit quality from reserved lines: chi2=5603.932214 xRMS=0.108391 yRMS=0.147500 (0.010044 nm, 5.822542 km/s) from 2359 lines (10.0%)
reduceArc.fitDetectorMap INFO: No softening necessary


&lt;span class=&quot;code-keyword&quot;&gt;import&lt;/span&gt; numpy as np
from lsst.daf.persistence &lt;span class=&quot;code-keyword&quot;&gt;import&lt;/span&gt; Butler
from pfs.drp.stella &lt;span class=&quot;code-keyword&quot;&gt;import&lt;/span&gt; DetectorMap
butler = Butler(&lt;span class=&quot;code-quote&quot;&gt;&quot;/scratch/pprice/jenkins/weekly/2021-02-14/process/rerun/price/pipe2d-722&quot;&lt;/span&gt;)
detMap = DetectorMap.readFits(&lt;span class=&quot;code-quote&quot;&gt;&quot;/scratch/pprice/jenkins/weekly/2021-02-14/process/rerun/price/pipe2d-722/DETECTORMAP/pfsDetectorMap-000039-b1.fits&quot;&lt;/span&gt;)
lines = butler.get(&lt;span class=&quot;code-quote&quot;&gt;&quot;arcLines&quot;&lt;/span&gt;, visit=39, arm=&lt;span class=&quot;code-quote&quot;&gt;&quot;b&quot;&lt;/span&gt;)
fiberId = set(lines.fiberId)
fitWavelength = detMap.findWavelength(lines.fiberId, lines.y)
select = {ff: lines.fiberId == ff &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; ff in fiberId}
residual = {ff: lines.wavelength[select[ff]] - fitWavelength[select[ff]] &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; ff in fiberId}
median = {ff: np.median(residual[ff]) &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; ff in fiberId}
percentiles = {ff: np.percentile(residual[ff], (25.0, 75.0)) &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; ff in fiberId}
rms = {ff: 0.741*(percentiles[ff][1] - percentiles[ff][0]) &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; ff in fiberId}

order=7 produces min/max median smaller than 1.0e-2, but such a high order may not be suitable &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; Subaru data yet. I&lt;span class=&quot;code-quote&quot;&gt;&apos;m happy we haven&apos;&lt;/span&gt;t broken things completely. We&apos;ll leave tuning the order until later, and simply adjust the test threshold &lt;span class=&quot;code-keyword&quot;&gt;for&lt;/span&gt; now.

(lsst-scipipe) pprice@tiger2-sumire:~/pfs/pfs_pipe2d[tickets/PIPE2D-722] $ $PFS_PIPE2D_DIR/weekly/process_weekly.sh -r pipe2d-722 -D /scratch/pprice/pipe2d-722

&lt;/pre&gt;
&lt;/div&gt;&lt;/div&gt;</comment>
                            <comment id="18509" author="price" created="Mon, 15 Feb 2021 20:37:16 +0000"  >&lt;p&gt;I&apos;m happy with moving the goalposts for now.&lt;/p&gt;</comment>
                            <comment id="18511" author="price" created="Mon, 15 Feb 2021 21:50:03 +0000"  >&lt;p&gt;Merged to master.&lt;/p&gt;</comment>
                    </comments>
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                            <attachment id="13347" name="median.png" size="12593" author="price" created="Mon, 15 Feb 2021 18:30:06 +0000"/>
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