changeset 0:33b65dacd377 draft

"planemo upload for repository https://github.com/computational-metabolomics/dimspy-galaxy commit 6321871098b2c4bc9e321d20b7e66fff3d641839"
author computational-metabolomics
date Sat, 11 Apr 2020 16:51:19 -0400
parents
children c72868b80c29
files README.rst RawFileReaderLicense.md align_samples.xml macros.xml test-data/MTBLS79_mzml_triplicates.zip test-data/batch04_QC17_rep01_262.mzML test-data/batch04_QC17_rep01_262.txt test-data/batch04_QC17_rep01_262_2_263_3_264.txt test-data/batch04_QC17_rep01_262_scan5.txt test-data/batch04_QC17_rep02_263.mzML test-data/batch04_QC17_rep02_263.txt test-data/batch04_QC17_rep02_263_scan5.txt test-data/batch04_QC17_rep03_264.mzML test-data/batch04_QC17_rep03_264.txt test-data/batch04_QC17_rep03_264_scan5.txt test-data/batch04_QC18_rep01_280.txt test-data/batch04_QC18_rep02_281.txt test-data/batch04_QC18_rep03_282.txt test-data/batch04_S01_average.txt test-data/batch04_S01_rep01_247_2_248_3_249.txt test-data/batch_04_QC18_mzml_triplicate.zip test-data/filelist_merge.txt test-data/filelist_mzml_QC17_triplicate.txt test-data/filelist_mzml_triplicates.txt test-data/merged_01.h5 test-data/merged_02.h5 test-data/peak_matrix_as.txt test-data/peak_matrix_as_bf.txt test-data/peak_matrix_as_bf_compr.txt test-data/peak_matrix_as_bf_rmbs.txt test-data/peak_matrix_as_bf_sf.txt test-data/peak_matrix_as_bf_sf_compr.txt test-data/peak_matrix_as_bf_sf_mv.txt test-data/peak_matrix_as_bf_sf_mz.txt test-data/peak_matrix_as_bf_sf_mz_compr.txt test-data/peak_matrix_as_bf_sf_within.txt test-data/peak_matrix_as_bf_sf_within_compr.txt test-data/peak_matrix_as_mz.txt test-data/peak_matrix_as_mz_compr.txt test-data/peak_matrix_as_t.txt test-data/peak_matrix_hdf5_to_txt_comprehensive_snr.txt test-data/peak_matrix_hdf5_to_txt_intensity.txt test-data/peak_matrix_hdf5_to_txt_mz.txt test-data/peak_matrix_hdf5_to_txt_snr.txt test-data/pls.h5 test-data/pls_QC18.h5 test-data/pls_rf.h5 test-data/pls_scan5.h5 test-data/pm_as.h5 test-data/pm_as_bf.h5 test-data/pm_as_bf_rmbs.h5 test-data/pm_as_bf_sf.h5 test-data/pm_as_bf_sf_mv.h5 test-data/pm_as_bf_sf_within.h5 test-data/report_pls_01.xt test-data/report_pls_02.xt test-data/report_pls_rf_01.txt test-data/report_pls_rf_02.txt test-data/report_pls_rf_03.txt test-data/report_pls_scan5.txt test-data/sample_list_after_bf.txt test-data/sample_list_after_mv_filter.txt test-data/samplelist_1.txt test-data/samplelist_2.txt
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/README.rst	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,66 @@
+Galaxy tool wrappers for DIMSpy
+========================
+|Build Status (Travis)| |Git| |Bioconda| |License|
+
+Galaxy tool wrappers for Python package DIMSpy: data processing of direct-infusion mass spectrometry (DIMS)-based metabolomics and lipidomics data
+
+Source code: https://github.com/computational-metabolomics/dimspy
+
+PyPI (The Python Package Index): https://pypi.org/project/dimspy
+
+
+Version
+--------
+v1.4.0+Galaxy0 (`DIMSpy v1.4.0 <https://pypi.org/project/dimspy/1.4.0/>`_)
+
+
+Galaxy
+-------
+`Galaxy <https://galaxyproject.org>`_ is an open, web-based platform for data intensive biomedical research. Whether on the free public server or your own instance, you can perform, reproduce, and share complete analyses. 
+
+
+Authors, contributors & Contacts
+----------------------------------
+ - Ralf J. M. Weber (r.j.weber@bham.ac.uk) - `University of Birmingham (UK) <http://www.birmingham.ac.uk/index.aspx>`_
+ - Thomas N. Lawson (tnl495@bham.ac.uk) - `University of Birmingham (UK) <http://www.birmingham.ac.uk/index.aspx>`_
+ - Martin R. Jones (m.r.jones.1@bham.ac.uk) - `University of Birmingham (UK) <http://www.birmingham.ac.uk/index.aspx>`_
+
+
+Bugs
+----
+Please report any bugs that you find `here <https://github.com/computational-metabolomics/dimspy-galaxy/issues>`_.
+Or fork the repository on `GitHub <https://github.com/computational-metabolomics/dimspy-galaxy/>`_
+and create a pull request (PR). We welcome all contributions, and we
+will help you to make the PR if you are new to `git`.
+
+
+Changes
+-------
+v1.4.0+galaxy0
+  - First stable release
+  - Final release (Python 2-based version `DIMSpy <https://pypi.org/project/dimspy/1.4.0/>`_)
+
+
+Licenses
+-------
+DIMSpy and Galaxy tools are released under the GNU General Public License v3.0 (see `LICENSE file <https://github.com/computational-metabolomics/dimspy-galaxy/blob/master/LICENSE>`_)
+
+**Third-party licenses and copyright**
+
+RawFileReader reading tool. Copyright © 2016 by Thermo Fisher Scientific, Inc. All rights reserved. See `RawFileReaderLicense <https://github.com/computational-metabolomics/dimspy/blob/master/RawFileReaderLicense.rst>`_ for licensing information.
+Using DIMSpy software for processing Thermo Fisher Scientific *.raw files implies the acceptance of the RawFileReader license terms.
+Anyone receiving RawFileReader as part of a larger software distribution (in the current context, as part of DIMSpy) is considered an "end user" under
+section 3.3 of the RawFileReader License, and is not granted rights to redistribute RawFileReader.
+
+
+.. |Build Status (Travis)| image:: https://img.shields.io/travis/computational-metabolomics/dimspy-galaxy.svg?style=flat&maxAge=3600&label=Travis-CI
+   :target: https://travis-ci.com/computational-metabolomics/dimspy-galaxy
+
+.. |Git| image:: https://img.shields.io/badge/repository-GitHub-blue.svg?style=flat&maxAge=3600
+   :target: https://github.com/computational-metabolomics/dimspy
+
+.. |Bioconda| image:: https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat&maxAge=3600
+   :target: http://bioconda.github.io/recipes/dimspy/README.html
+
+.. |License| image:: https://img.shields.io/badge/License-GPL%20v3-blue.svg
+   :target: https://www.gnu.org/licenses/gpl-3.0.html
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/RawFileReaderLicense.md	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,51 @@
+**SOFTWARE LICENSE AGREEMENT (&quot;License&quot;) FOR RawFileReader**
+
+These License terms are an agreement between you and Thermo Finnigan LLC (&quot;Licensor&quot;). They apply to Licensor&#39;s MSFileReader software program (&quot;Software&quot;), which includes documentation and any media on which you received it. These terms also apply to any updates or supplements for this Software, unless other terms accompany those items, in which case those terms apply. **If you use this Software, you accept this License. If you do not accept this License, you are prohibited from using this software.  If you comply with these License terms, you have the rights set forth below.**
+
+1. Rights Granted:
+
+1.1. You may install and use this Software on any of your computing devices.
+
+1.2. You may distribute this Software to others, but only in combination with other software components and/or programs that you provide and subject to the distribution requirements and restrictions below.
+
+2.  Use Restrictions:
+
+2.1. You may not decompile, disassemble, reverse engineer, use reflection or modify this Software.
+
+3. Distribution Requirements:
+
+If you distribute this Software to others, you agree to:
+
+3.1. Indemnify, defend and hold harmless the Licensor from any claims, including attorneys&#39; fees, related to the distribution or use of this Software;
+
+3.2. Display the following text in your software&#39;s &quot;About&quot; box: &quot; **RawFileReader reading tool. Copyright © 2016 by Thermo Fisher Scientific, Inc. All rights reserved**.&quot;;
+
+3.3. Require your end users to agree to a license agreement that prohibits them from redistributing this Software to others.
+
+4.  Distribution Restrictions:
+
+4.1. You may not use the Licensor&#39;s trademarks in a way that suggests your software components and/or programs are provided by or are endorsed by the Licensor; and
+
+4.2. You may not commercially exploit this Software or products that incorporate this Software without the prior written consent of Licensor. Commercial exploitation includes, but is not limited to, charging a purchase price, license fee, maintenance fee, or subscription fee; or licensing, transferring or redistributing the Software in exchange for consideration of any kind.
+
+4.3. Your rights to this Software do not include any license, right, power or authority to subject this Software in whole or in part to any of the terms of an Excluded License. &quot;Excluded License&quot; means any license that requires as a condition of use, modification and/or distribution of software subject to the Excluded License, that such software or other software combined and/or distributed with such software be (a) disclosed or distributed in source code form; or (b) licensed for the purpose of making derivative works.  Without limiting the foregoing obligation, you are specifically prohibited from distributing this Software with any software that is subject to the General Public License (GPL) or similar license in a manner that would create a combined work.
+
+5.  Additional Terms Applicable to Software:
+
+5.1. This Software is licensed, not sold. This License only gives you some rights to use this Software; the Licensor reserves all other rights. Unless applicable law gives you more rights despite this limitation, you may use this Software only as expressly permitted in this License.
+
+5.2. Licensor has no obligation to fix, update, supplement or support this Software.
+
+5.3. This Software is not designed, manufactured or intended for any use requiring fail-safe performance in which the failure of this Software could lead to death, serious personal injury or severe physical and environmental damage (&quot;High Risk Activities&quot;), such as the operation of aircraft, medical or nuclear facilities. You agree not to use, or license the use of, this Software in connection with any High Risk Activities.
+
+5.4. Your rights under this License terminate automatically if you breach this License in any way. Termination of this License will not affect any of your obligations or liabilities arising prior to termination. The following sections of this License shall survive termination: 2.1, 3.1, 3.2, 3.3, 4.1, 4.2, 4.3, 5.1, 5.2, 5.3, 5.5, 5.6, 5.7, 5.8, and 5.9.
+
+5.5. This Software is subject to United States export laws and regulations. You agree to comply with all domestic and international export laws and regulations that apply to this Software. These laws include restrictions on destinations, end users and end use.
+
+5.6. This License shall be construed and controlled by the laws of the State of California, U.S.A., without regard to conflicts of law. You consent to the jurisdiction of the state and federal courts situated in the State of California in any action arising under this License. The application of the U.N. Convention on Contracts for the International Sale of Goods to this License is hereby expressly excluded. If any provision of this License shall be deemed unenforceable or contrary to law, the rest of this License shall remain in full effect and interpreted in an enforceable manner that most nearly captures the intent of the original language.
+
+5.7. THIS SOFTWARE IS LICENSED &quot;AS IS&quot;. YOU BEAR ALL RISKS OF USING IT. LICENSOR GIVES NO AND DISCLAIMS ALL EXPRESS AND IMPLIED WARRANTIES, REPRESENTATIONS OR GUARANTEES.  YOU MAY HAVE ADDITIONAL CONSUMER RIGHTS UNDER YOUR LOCAL LAWS WHICH THIS LICENSE CANNOT CHANGE. TO THE EXTENT PERMITTED UNDER YOUR LOCAL LAWS, LICENSOR EXCLUDES THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT.
+
+5.8. LICENSOR&#39;S TOTAL LIABILITY TO YOU FOR DIRECT DAMAGES ARISING UNDER THIS LICENSE IS LIMITED TO U.S. $1.00. YOU CANNOT RECOVER ANY OTHER DAMAGES, INCLUDING CONSEQUENTIAL, LOST PROFITS, SPECIAL, INDIRECT OR INCIDENTAL DAMAGES, EVEN IF LICENSOR IS EXPRESSLY MADE AWARE OF THE POSSIBILITY THEREOF OR IS NEGLIGENT. THIS LIMITATION APPLIES TO ANYTHING RELATED TO THIS SOFTWARE, SERVICES, CONTENT (INCLUDING CODE) ON THIRD PARTY INTERNET SITES, OR THIRD PARTY PROGRAMS, AND CLAIMS FOR BREACH OF CONTRACT, BREACH OF WARRANTY, GUARANTEE  OR CONDITION, STRICT LIABILITY, NEGLIGENCE, OR OTHER TORT TO THE EXTENT PERMITTED BY APPLICABLE LAW.
+
+5.9. Use, duplication or disclosure of this Software by the U.S. Government is subject to the restricted rights applicable to commercial computer software (under FAR 52.227019 and DFARS 252.227-7013 or parallel regulations). The manufacturer for this purpose is Thermo Finnigan LLC, 355 River Oaks Parkway, San Jose, California 95134, U.S.A.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/align_samples.xml	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,140 @@
+<tool id="dimspy_align_samples" name="Align Samples" version="@TOOL_VERSION@+galaxy@GALAXY_TOOL_VERSION@">
+    <description> - Align peaks across Peaklists</description>
+    <macros>
+        <import>macros.xml</import>
+    </macros>
+    <expand macro="requirements" />
+    <command detect_errors="exit_code">
+    <![CDATA[
+        dimspy align-samples
+        --input '$hdf5_file_in'
+        --output '$hdf5_file_out'
+        #if $filelist
+            --filelist '$filelist'
+        #end if
+        --ppm $ppm
+        #if $hdf5_to_txt.standard
+            &&
+            @HDF5_PM_TO_TXT@
+        #end if
+        #if $hdf5_to_txt.comprehensive
+            &&
+            @HDF5_PM_TO_TXT_COMPREHENSIVE@
+        #end if
+    ]]>
+    </command>
+    <inputs>
+        <param name="hdf5_file_in" argument="--input" type="data" format="h5" label="Peaklists (HDF5 file)" help="" />
+        <param name="filelist" argument="--filelist" type="data" format="tsv,tabular" optional="true" label="Filelist / Samplelist" help="Only provide a filelist if you like to exclude Peaklists, update the metadata (e.g. classLabel), or if you have not provided a filelist for  Process Scans or Replicate Filter." />
+        <param name="ppm" argument="--ppm" type="float" value="2.0" label="Ppm error tolerance" help="Maximum tolerated m/z deviation across samples in parts per million (ppm)." />
+        <param name="delimiter" argument="--delimiter" type="hidden" value="tab" />
+        <expand macro="hdf5_pm_to_txt" />
+    </inputs>
+    <outputs>
+        <expand macro="outputs_peak_intensity_matrix" />
+    </outputs>
+    <tests>
+        <test>
+            <param name="hdf5_file_in" value="pls_rf.h5" ftype="h5"/>
+            <param name="ppm" value="2.0"/>
+            <param name="delimiter" value="tab"/>
+            <conditional name="hdf5_to_txt" >
+                <param name="standard" value="True"/>
+                <param name="comprehensive" value="False"/>
+                <param name="samples_representations" value="rows"/>
+                <param name="matrix_attr" value="intensity"/>
+            </conditional>
+            <output name="hdf5_file_out" file="pm_as.h5" ftype="h5" compare="sim_size"/>
+            <output name="matrix_file_out" file="peak_matrix_as.txt" ftype="tsv"/>
+        </test>
+        <test>
+            <param name="hdf5_file_in" value="pls_rf.h5" ftype="h5"/>
+            <param name="ppm" value="2.0"/>
+            <param name="delimiter" value="tab"/>
+            <conditional name="hdf5_to_txt">
+                <param name="standard" value="True"/>
+                <param name="comprehensive" value="False"/>
+                <param name="representation_samples" value="columns"/>
+                <param name="matrix_attr" value="intensity"/>
+            </conditional>
+            <output name="hdf5_file_out" file="pm_as.h5" ftype="h5" compare="sim_size"/>
+            <output name="matrix_file_out" file="peak_matrix_as_t.txt" ftype="tsv"/>
+        </test>
+        <test>
+            <param name="hdf5_file_in" value="pls_rf.h5" ftype="h5"/>
+            <param name="ppm" value="2.0"/>
+            <param name="delimiter" value="tab"/>
+            <conditional name="hdf5_to_txt">
+                <param name="standard" value="True"/>
+                <param name="comprehensive" value="True"/>
+                <param name="samples_representations" value="rows"/>
+                <param name="matrix_attr" value="mz"/>
+            </conditional>
+            <output name="hdf5_file_out" file="pm_as.h5" ftype="h5" compare="sim_size"/>
+            <output name="matrix_file_out" file="peak_matrix_as_mz.txt" ftype="tsv"/>
+            <output name="matrix_comprehensive_file_out" file="peak_matrix_as_mz_compr.txt" ftype="tsv"/>
+        </test>
+    </tests>
+    <help>
+-------------
+Align Samples
+-------------
+
+..
+
+-------------------------------
+
+Description
+-----------
+
+Standard DIMS processing workflow: Process Scans -> Replicate Filter -> **Align Samples** -> [Missing values sample filter] -> Blank Filter -> Sample Filter -> Matrix processing -> Statistics
+
+|
+
+This tool takes the peaklists for all study samples and merges them in to single aligned peak matrix. The peak matrix comprises a table, with samples along one axis and the mass-to-charge ratios of detected mass spectral peaks along the opposite axis. At the intersection of sample and mass-to-charge ratio, the intensity is given for a specific peak in a specific sample (if no intensity recorded, then ‘0’ is inserted).
+
+-------------------------------
+
+Parameters
+----------
+
+**Peaklists (HDF5 file)** (REQUIRED) - a HDF5 file containing all peaklists to undergo alignment.
+
+|
+
+**Filelist / Samplelist** (REQUIRED) - a file of type ‘tabular’ with the following required columns (additional metadata columns may also be included, e.g. “collectionTime”, etc.):
+
+    - **filename** - the name of the .raw or .mzML files from which peaklists were extracted using the “Process Scans” tool
+    
+    - **batch** - a numeric value indicating the analysis batches samples were analysed in (if a single large analytica run then the default = 1)
+
+    - **classLabel** - a string indicating the experiment classes the samples belong to (e.g. control, QC, blank/placebo, exposed/treatment)
+
+    - **injectionOrder** - a numeric value indicating the order in which samples were analysed.
+
+|
+
+**ppm error tolerance** (REQUIRED; default = 2.0) - a numeric value equal-to or greater-than 0. 
+
+This parameter will influence the alignment of peaks from input peaklists. Peaks from distinct peaklists (corresponding to individual study samples) are aligned if the difference between their mass-to-charge ratios, when divided by the average of their mass-to-charge ratios and multiplied by 1 × 10\ :sup:`6` \, is equal-to or less-than than this parameter value (i.e. the difference between the mass-to-charge ratios, measured on the ppm scale, is less than the user-defined “ppm error tolerance”). 
+
+|
+
+@help_options_addtional_output@
+
+|
+
+------------------------------
+
+Output file(s)
+--------------
+
+@help_outputs_matrix@
+
+-------------------------------------------------------------
+
+@github_developers_contributors@
+@license@
+    </help>
+    <expand macro="citations" />
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/macros.xml	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,310 @@
+<macros>
+    <token name="@TOOL_VERSION@">1.4.0</token>
+    <token name="@GALAXY_TOOL_VERSION@">0</token>
+
+    <xml name="requirements">
+        <requirements>
+            <requirement type="package" version="@TOOL_VERSION@">dimspy</requirement>
+        </requirements>
+    </xml>
+    
+    <token name="@HDF5_PM_TO_TXT@">
+        dimspy hdf5-pm-to-txt
+        --input '$hdf5_file_out'
+        --output '$matrix_file_out'
+        --delimiter $delimiter
+        --attribute_name $hdf5_to_txt.matrix_attr
+        --representation-samples $hdf5_to_txt.representation_samples
+    </token>
+
+    <token name="@HDF5_PM_TO_TXT_COMPREHENSIVE@">
+        dimspy hdf5-pm-to-txt
+        --input '$hdf5_file_out'
+        --output '$matrix_comprehensive_file_out'
+        --delimiter $delimiter
+        --comprehensive
+        --attribute_name $hdf5_to_txt.matrix_attr
+        --representation-samples $hdf5_to_txt.representation_samples
+    </token>
+
+    <xml name="hdf5_pm_to_txt">
+        <section name="hdf5_to_txt" title="Show options for addtional output (*.tsv files)" expanded="False">
+            <param name="standard" type="boolean" checked="false" truevalue="true" falsevalue="false" label="Standard output?" help="Set to &quot;yes&quot; to produce a &quot;standard&quot; Peak Matrix (i.e. m/z and intensity)."/>
+            <param name="comprehensive" type="boolean" checked="false" truevalue="true" falsevalue="false" label="Comprehensive output?" help="Set to &quot;yes&quot; to produce a Peak Matrix with additional information (e.g. m/z and intensity, rsd, missing values)."/>
+            <param name="representation_samples" type="select" label="Should the rows or columns represent the samples?" help="">
+                <option value="rows" selected="true">Rows</option>
+                <option value="columns">Columns</option>
+            </param>
+            <param name="matrix_attr" type="select" label="The Peak Matrix should contain ... values" help="">
+                <option value="intensity" selected="true">Intensity</option>
+                <option value="mz">m/z</option>
+                <option value="snr">Signal-to-noise ratio (SNR)</option>
+            </param>
+        </section>
+    </xml>
+
+    <xml name="outputs_peak_intensity_matrix">
+        <data name="hdf5_file_out" format="h5" label="${tool.name} on ${on_string}: Peak Intensity Matrix (HDF5 file)"/>
+        <data name="matrix_file_out" format="tsv" label="${tool.name} on ${on_string}: Peak Intensity Matrix">
+            <filter>hdf5_to_txt["standard"] is True</filter>
+        </data>
+        <data name="matrix_comprehensive_file_out" format="tsv" label="${tool.name} on ${on_string}: Peak Intensity Matrix (comprehensive)" >
+            <filter>hdf5_to_txt["comprehensive"] is True</filter>
+        </data>
+    </xml>
+    
+    <xml name="citations">
+        <citations>
+            <citation type="doi">10.1038/nprot.2016.156</citation>
+            <citation type="doi">10.1038/sdata.2014.12</citation>
+            <citation type="doi">10.1021/ac062446p</citation>
+            <citation type="doi">10.1021/ac2001803</citation>
+            <yield />
+        </citations>
+    </xml>
+    
+    <token name="@example_filelist@"><![CDATA[
+
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | **filename**            | **classLabel** | **replicate** | **batch** | **injectionOrder** | **[...]** |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | sample_rep1.raw         | sample         | 1             | 1         | 1                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | sample_rep2.raw         | sample         | 2             | 1         | 2                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | sample_rep3.raw         | sample         | 3             | 1         | 3                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | sample_rep4.raw         | sample         | 4             | 1         | 4                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | blank_rep1.raw          | blank          | 1             | 1         | 5                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | blank_rep2.raw          | blank          | 2             | 1         | 6                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | blank_rep3.raw          | blank          | 3             | 1         | 7                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | blank_rep4.raw          | blank          | 4             | 1         | 8                  |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+        | ...                     | ...            | ...           | ...       | ...                |   [...]   |
+        +-------------------------+----------------+---------------+-----------+--------------------+-----------+
+
+     ]]></token>
+
+
+    <token name="@help_columns_peaklist@">
+
+        - **mz** - the mass-to-charge ratio of the extracted mass spectral peak
+
+        - **intensity** - the intensity of the extracted mass spectral peak
+
+        - **snr** - the signal-to-noise ratio of the extracted peak, which is defined as the ratio of the peak’s intensity value to that of the background noise intensity value
+
+        - **present** - a numeric value greater than 0 that indicates the total number of scans at least one peak was detected in a given file
+
+        - **fraction** - a proportion ranging from 0 to 1 that indicates the total number of times a peak was detected in a given scan event type, divided by the total number of occurrences of that scan event type recorded in a given file.
+
+        - **purity** - a numeric value ranging from 0 to 1 that indicates the proportion of scans, for a given scan event type, that contained a single mass spectral peak following hierarchical clustering. A purity score less-than 1 indicates that in some proportion of scans, multiple peaks within a single scan were grouped together during the hierarchical clustering process. 
+
+        - **occurrence** -  a numeric value greater than 0 that indicates the total number of peaks that were observed across scans within the user-defined ppm error tolerance. 
+
+        - **snr_flag** - a boolean value indicating whether to keep (“1”) or discard (“0”) a peak according to its signal-to-noise ratio value.
+
+        - **fraction_flag** - a boolean value indicating whether a peak should be kept or discarded according to the ratio of the number of scans in which it was detected, to the the number of scans in which it was not detected.
+
+        - **flags** - a boolean value indicating whether a peak should be retained or discarded based upon both its ‘snr_flag’ and ‘fraction_flag’ boolean values (if either is set to ‘0’ i.e. discard peak,  then the ‘flags’ boolean should also be 0).
+    
+    </token>
+
+    <token name="@example_peaklist@">
+
+
+**Example of an processed and filtered peaklist**:
+
+
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| mz        | intensity | snr  | present | fraction | rsd   | occurrence | purity | snr_flag | fraction_flag | flags |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 90.44000  | 4744.0    | 3.06 | 1       | 0.063    | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 97.07380  | 5423.6    | 3.52 | 1       | 0.063    | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 99.04180  | 4105.8    | 3.60 | 1       | 0.063    | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 99.49800  | 4775.7    | 3.05 | 1       | 0.063    | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 99.95020  | 5657.8    | 3.63 | 1       | 0.063    | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 100.40660 | 5489.5    | 3.57 | 3       | 0.188    | 14.51 | 3          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 100.8672  | 4841.18   | 3.27 | 7       | 0.4375   | 16.36 | 7          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.0027  | 9047.79   | 5.99 | 16      | 1        | 21.53 | 19         | 0.8125 | 1        | 1             | 1     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.0033  | 271893.9  | 182  | 16      | 1        | 4.17  | 16         | 1      | 1        | 1             | 1     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.0038  | 8738.03   | 5.9  | 14      | 0.875    | 9.71  | 14         | 1      | 1        | 1             | 1     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.004   | 5166.67   | 3.5  | 5       | 0.3125   | 18.02 | 6          | 0.8    | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.0599  | 5894.69   | 3.88 | 2       | 0.125    | 15.06 | 2          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+| 101.2728  | 6846.28   | 4.44 | 1       | 0.0625   | nan   | 1          | 1      | 1        | 0             | 0     |
++-----------+-----------+------+---------+----------+-------+------------+--------+----------+---------------+-------+
+
+    </token>
+
+    <token name="@help_options_addtional_output@">
+
+**Show options for additional output(s)** (OPTIONAL):
+
+- **Standard output** (default = **No**) - boolean toggle where selection of:
+
+    - **No** - prevent the export of a .txt formatted peak matrix to the active Galaxy history.
+
+    - **Yes** - export a .txt formatted peak matrix to the active Galaxy history that includes only those peaks from the input peak intensity matrix that passed the filtering procedure.
+
+- **Comprehensive output** (default = "No") - boolean toggle where selection of:
+
+    - **No** - prevents export of a .txt formatted comprehensive peak matrix.
+
+    - **Yes** - exports a .txt formatted comprehensive peak matrix to the active Galaxy history that contains the m/z, missing values and other metrics associated with all peaks included in the input peak intensity matrix, including the metric defined by the "The peak matrix should contain intensity | m/z | SNR values" parameter.
+
+- **Should rows or columns represent the samples?** (default = **rows**) - binary toggle where selection of:
+
+    - **rows** - sample information is presented in the rows and m/z values (for aligned mass spectral peaks) in the columns of any output peak matrix.
+
+    - **columns** - sample information is presented in the columns and m/z values (for aligned mass spectral peaks) in the rows of any output peak matrix.
+
+- **The peak matrix should contain intensity | m/z | SNR values** - use this option to define which peak metric is inserted in to the cells of any optionally-output peak matrix:
+
+    - **Intensity** - writes the absolute peak intensity to the cells of the peak matrix
+
+    - **m/z** - writes the mass-to-charge ratio to the cells of the peak matrix
+
+    - **signal-to-noise ratio (SNR)** - writes the signal-to-noise ratio to the cells of the peak matrix
+
+    </token>
+
+    <token name="@help_outputs_matrix@">
+
+**Default output** - a HDF5 file containing the aligned peak intensity matrix. 
+
+|
+
+**Optional outputs** - the metric recorded in any optionally output peak matrix/matrices is defined using the parameter "The peak matrix should contain intensity | m/z | SNR values". By default, study samples are listed row-wise, while mass-to-charge ratios of the aligned mass spectral peaks are presented in columns (to adjust, users must adjust the "Should rows or columns represent samples" toggle to “columns”).
+
+
+- **Standard output** - an aligned peak matrix in tab-delimited format (“.” as decimal and NA for missing values). 
+
+  **Example of a standard peak intensity matrix**:
+
+  +------------+----------+----------+----------+----------+---------+
+  | mz         | 96.04216 | 99.08062 | 100.0759 | 100.8672 |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | QC_1       | 0        | 0        | 0        | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Blank_1    | 3342.626 | 0        | 0        | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Control_10 | 0        | 0        | 45432.2  | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Sample_2   | 0        | 3423.3   | 0        | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Control_5  | 0        | 0        | 49759    | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Control_10 | 0        |          | 39890.5  | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Sample_20  | 0        | 14563.7  | 0        | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Sample_2   | 0        | 34676.4  | 0        | 0        |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | Sample_14  | 0        | 13134.9  | 0        | 521.4    |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+  | ...        | ...      | ...      | ...      | ...      |   ...   |
+  +------------+----------+----------+----------+----------+---------+
+
+  |
+
+- **Comprehensive output** - an aligned peak matrix, as described for the "standard output" (above), including all metadata from the "Process Scans" Filelist/samplelist and the following additional mass spectral peak metrics:
+
+  - **present** - a positive integer value (0 <![CDATA[ < ]]> value <![CDATA[ < ]]> total number of study samples in the filelist / samplelist) that indicates the total number of study samples in which a peak was detected with the specified mass-to-charge ratio, plus or minus the user-defined ppm error tolerance.
+
+  - **occurrence** - a positive integer value indicating the number of peaks that were grouped together during the alignment procedure and thus, that were used to calculate the average mass-to-charge ratio indicated for the aligned peak. A value greater than given in the “Present” metric indicates that one or more peaklists contained more-than one mass spectral peak with the specified mass-to-charge, plus or minus the user-defined ppm error tolerance.
+
+  - **purity** - a proportion ranging from 0 to 1 that indicates the number of scans in which only a single peak was detected during the peaklist alignment process. If the value in the “occurrence” metric is greater than the “present” metric, purity will be <![CDATA[ < ]]> 1. A purity <![CDATA[ < ]]> 1 means that in at least one peaklist there was more-than one mass spectral peak with the specified mass-to-charge, plus or minus the user-defined ppm error tolerance.
+
+  - **rsd_all** - a numeric value indicating the percent relative standard deviation (otherwise termed the percent coefficient of variation) of peak intensities for peaks aligned together using the Align Samples tool. If fewer than 2 peaks were aligned across samples, then the rsd_all column will be filled in with ‘nan’
+
+  - **blank_flag** (may be absent if "Blank filter” tool was not applied) - a boolean value where 0 = reject peak, 1 = accept peak. A peak is accepted during blank filtering if a user-defined minimum proportion of study samples had peak intensity values greater-than the product of the average of “reference” sample peak intensities and the “min_fold_change” parameter.
+
+  - **fraction_flag** (may be absent if "Sample filter” tool was not applied)- a boolean value where 0 = reject peak, 1 = accept peak. If greater-than a user-defined minimum fraction of samples (whether checked across ALL experimental classes, or within ANY of the individual experimental classes) had recorded intensity values for a given peak, then this peak is accepted, i.e. it is considered in downstream processing procedures, while rejected peaks are not.
+
+  - **flags** - a boolean value indicating whether a peak should be included (“1”) or excluded (“0”) from downstream processing procedures. Exclusion of a peak occurs if the thresholds for “relative standard deviation” and/or “minimum number of technical replicates a peak has to be present in” were not met.
+
+  |
+
+  **Example of a comprehensive peak intensity matrix**:
+
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | mz          | missing values | tags_batch | tags_replicates | tags_replicate | tags_injectionOrder | tags_classLabel | tags_untyped | 96.04216 | 99.08062 | 100.0759 | 100.8672 |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | present*    |                |            |                 |                |                     |                 |              | 1        | 4        | 3        | 1        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | occurrence* |                |            |                 |                |                     |                 |              | 1        | 4        | 4        | 1        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | purity*     |                |            |                 |                |                     |                 |              | 1        | 1        | 1        | 1        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | rsd_all*    |                |            |                 |                |                     |                 |              | nan      | nan      | 10.98    | nan      |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | flags*      |                |            |                 |                |                     |                 |              | 1        | 1        | 1        | 1        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | QC_1        | 2901           | 1          | 2_3_4           | 2              | 2                   | QC              |              | 0        | 0        | 0        | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Blank_1     | 2948           | 1          | 1_2_4           | 1              | 5                   | Blank           |              | 3342.626 | 0        | 0        | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Control_10  | 2921           | 1          | 2_3_4           | 2              | 10                  | Control         |              | 0        | 0        | 45432.2  | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Sample_2    | 2819           | 1          | 1_2_4           | 1              | 13                  | Exposed         |              | 0        | 3423.3   | 0        | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Control_5   | 2877           | 1          | 2_3_4           | 2              | 18                  | Control         |              | 0        | 0        | 49759    | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Control_10  | 2856           | 1          | 1_2_3           | 1              | 21                  | Control         |              | 0        |          | 39890.5  | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Sample_20   | 2855           | 1          | 1_2_4           | 1              | 25                  | Exposed         |              | 0        | 14563.7  | 0        | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Sample_2    | 2814           | 1          | 1_2_4           | 1              | 29                  | Exposed         |              | 0        | 34676.4  | 0        | 0        |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | Sample_14   | 2870           | 1          | 1_2_3           | 1              | 33                  | Exposed         |              | 0        | 13134.9  | 0        | 521.4    |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+  | ...         | ...            | ...        | ...             | ...            | ...                 | ...             | ...          | ...      | ...      | ...      | ...      |    ...  |
+  +-------------+----------------+------------+-----------------+----------------+---------------------+-----------------+--------------+----------+----------+----------+----------+---------+
+
+    </token>
+
+
+    <token name="@github_developers_contributors@"> 
+Github respository (source code)
+--------------------------------
+
+Galaxy Tool Wrappers: https://github.com/computational-metabolomics/dimspy-galaxy/
+DIMSpy package: https://github.com/computational-metabolomics/dimspy/
+
+
+Developers and contributors
+---------------------------
+
+- Ralf Weber (r.j.weber@bham.ac.uk) - University of Birmingham (UK)
+- Martin R. Jones (m.r.jones.1@bham.ac.uk) - University of Birmingham (UK)
+- Thomas Lawson (tnl495@bham.ac.uk) - University of Birmingham (UK)
+
+    </token>
+
+    <token name="@license@"> 
+License
+-------
+DIMSpy is released under the GNU General Public License v3.0 (see `LICENSE file`_)
+
+.. _`LICENSE file`: https://github.com/computational-metabolomics/dimspy-galaxy/blob/master/LICENSE
+
+    </token>
+
+
+</macros>
Binary file test-data/MTBLS79_mzml_triplicates.zip has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep01_262.mzML	Sat Apr 11 16:51:19 2020 -0400
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</binary>
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+      </chromatogramList>
+    </run>
+  </mzML>
+  <indexList count="2">
+    <index name="spectrum">
+      <offset idRef="controllerType=0 controllerNumber=1 scan=5">4902</offset>
+    </index>
+    <index name="chromatogram">
+      <offset idRef="TIC">55538</offset>
+    </index>
+  </indexList>
+  <indexListOffset>58216</indexListOffset>
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep01_262.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,499 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	flags
+97.0050038629	24371.8476562	10.2138983463	1	0.1	nan	1.0	1.0	1	0	0
+98.9955018467	82339.6554688	34.2217993561	10	1.0	6.92819640371	10.0	1.0	1	1	1
+101.752289053	26659.7988281	11.3852899456	1	0.1	nan	1.0	1.0	1	0	0
+101.753170732	27749.7890625	11.6295460489	1	0.1	nan	1.0	1.0	1	0	0
+101.760001089	27966.8964844	12.0169301401	1	0.1	nan	1.0	1.0	1	0	0
+101.760785449	27373.5214844	10.900619804	1	0.1	nan	1.0	1.0	1	0	0
+101.761942982	31181.6132812	13.3163686068	1	0.1	nan	1.0	1.0	1	0	0
+101.762415519	29687.0507812	11.8219080382	1	0.1	nan	1.0	1.0	1	0	0
+101.762823343	33850.9179688	14.186443307	1	0.1	nan	1.0	1.0	1	0	0
+101.763862658	24648.4902344	10.1551295314	1	0.1	nan	1.0	1.0	1	0	0
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+553.390944559	11302.9238281	12.5120314844	12	0.923076923077	7.47476908314	12.0	1.0	1	1	1
+554.355060992	17072.3813101	18.874361541	13	1.0	3.15728938994	13.0	1.0	1	1	1
+554.37138597	783763.067308	866.567560377	13	1.0	3.07843401805	13.0	1.0	1	1	1
+554.380157578	20075.7304688	22.4713651301	3	0.230769230769	3.08323048955	3.0	1.0	1	0	0
+555.355196504	9993.31933594	11.020924299	7	0.538461538462	4.15202625341	7.0	1.0	1	1	1
+555.366426666	182755.210337	202.052386806	13	1.0	4.8034368283	13.0	1.0	1	1	1
+555.374275529	98883.6201923	109.319151053	13	1.0	4.8931289635	13.0	1.0	1	1	1
+556.369958361	48565.2436899	53.6555445813	13	1.0	7.54300946445	13.0	1.0	1	1	1
+557.094814573	17845.4764874	19.7076310035	13	1.0	12.5357699895	13.0	1.0	1	1	1
+559.151028667	12988.9119591	14.3885939608	13	1.0	13.1462034951	13.0	1.0	1	1	1
+563.551272314	10951.1294759	12.1362962459	12	0.923076923077	10.9670259151	12.0	1.0	1	1	1
+569.363840731	43892.5826322	48.4963860891	13	1.0	7.63394048456	13.0	1.0	1	1	1
+570.36735791	12712.2331731	14.0506990359	13	1.0	8.10820952885	13.0	1.0	1	1	1
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep01_262_2_263_3_264.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,436 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	present_flag	flags
+98.9955011572	84070.4861979	32.5719724663	3	1.0	1.87384937773	3.0	1.0	1	1
+101.772204612	29348.18125	11.0363579242	1	0.333333333333	nan	1.0	1.0	0	0
+101.775137765	32479.0789063	12.137428113	1	0.333333333333	nan	1.0	1.0	0	0
+101.779872302	40495.5066406	15.0839046164	1	0.333333333333	nan	1.0	1.0	0	0
+101.780514162	31097.784375	12.9298184227	1	0.333333333333	nan	1.0	1.0	0	0
+101.780918614	39182.8179688	16.3508209469	1	0.333333333333	nan	1.0	1.0	0	0
+101.781524007	40012.0361328	15.7096977432	2	0.666666666667	2.05975057731	2.0	1.0	1	1
+101.781813314	42852.5403646	16.0113159229	1	0.333333333333	nan	1.0	1.0	0	0
+101.782467224	37896.9567057	14.3413984371	1	0.333333333333	nan	1.0	1.0	0	0
+101.784935333	29937.0722656	11.2726505855	1	0.333333333333	nan	1.0	1.0	0	0
+103.038949273	29449.3961589	10.9569475585	1	0.333333333333	nan	1.0	1.0	0	0
+104.106975455	32634.3841363	12.6735172174	3	1.0	4.64409128409	3.0	1.0	1	1
+112.052301296	142847.610156	55.1549994333	3	1.0	10.7368564926	3.0	1.0	1	1
+114.066180502	60988.8873698	23.5902277213	3	1.0	8.08928449688	3.0	1.0	1	1
+115.036557299	32439.7931785	12.5735875627	3	1.0	8.99032181302	3.0	1.0	1	1
+116.070599012	29389.4007161	10.9326279389	2	0.666666666667	2.80608118742	2.0	1.0	1	1
+118.085687934	28924.7222656	10.8551646426	1	0.333333333333	nan	1.0	1.0	0	0
+118.086252982	306928.140625	118.259992552	3	1.0	14.6655907518	3.0	1.0	1	1
+123.013844104	36864.595638	14.3534456993	3	1.0	13.3343954696	3.0	1.0	1	1
+123.055288913	30316.1971499	11.7154338627	3	1.0	12.2037568683	3.0	1.0	1	1
+128.010844488	42811.5641927	16.5659710001	3	1.0	10.8242786645	3.0	1.0	1	1
+128.994863945	49864.1898438	19.3910609118	3	1.0	7.82690439171	3.0	1.0	1	1
+130.049876848	112985.422135	43.6905869812	3	1.0	7.74275430964	3.0	1.0	1	1
+131.009832759	33371.2676866	12.9228752459	3	1.0	2.91756216106	3.0	1.0	1	1
+131.010516364	128772.124479	49.9544844197	3	1.0	6.38706022777	3.0	1.0	1	1
+131.018942282	44018.2648438	17.018537472	3	1.0	10.2623368647	3.0	1.0	1	1
+132.074579642	27739.8258789	10.8787418419	2	0.666666666667	6.8000512695	2.0	1.0	1	1
+132.075002532	62363.3053385	24.1419717358	3	1.0	5.12307465238	3.0	1.0	1	1
+132.075557576	325311.560417	125.783713476	3	1.0	6.68456430469	3.0	1.0	1	1
+132.076094335	1535665.93333	593.871970439	3	1.0	6.67623959333	3.0	1.0	1	1
+132.076676827	15548107.2333	6010.39372591	3	1.0	7.34159254963	3.0	1.0	1	1
+132.077211554	1750115.125	676.667227362	3	1.0	6.85353242785	3.0	1.0	1	1
+132.078018439	39382.7370877	15.2668269025	3	1.0	6.77027428678	3.0	1.0	1	1
+132.100767039	26494.3220486	11.0345091009	1	0.333333333333	nan	1.0	1.0	0	0
+132.101242393	83486.1335937	32.5136486883	3	1.0	14.5465807819	3.0	1.0	1	1
+132.101924406	288180.432292	112.146596205	3	1.0	9.99898197085	3.0	1.0	1	1
+132.102463955	26707.4921875	11.2021336646	1	0.333333333333	nan	1.0	1.0	0	0
+133.034595824	44483.7286133	17.5746506888	2	0.666666666667	6.67581556535	2.0	1.0	1	1
+133.073117049	29307.8091724	11.3145139942	3	1.0	6.95736003176	3.0	1.0	1	1
+133.073804591	105822.946875	40.9071755672	3	1.0	6.85800384065	3.0	1.0	1	1
+133.078935168	34162.8904948	13.2031550682	3	1.0	8.30505371581	3.0	1.0	1	1
+133.079451196	116901.78776	45.2277673121	3	1.0	7.5137761407	3.0	1.0	1	1
+133.080125021	439740.420833	170.179025989	3	1.0	6.32265952041	3.0	1.0	1	1
+133.080636658	37687.7088867	14.1855765574	2	0.666666666667	5.41142896001	2.0	1.0	1	1
+133.105278546	28100.9948381	11.0242762001	2	0.666666666667	2.4662802485	2.0	1.0	1	1
+134.081009691	47718.0498698	18.5025573736	3	1.0	1.58120813764	3.0	1.0	1	1
+134.996492853	31806.4353515	12.5140207328	2	0.666666666667	2.78475775172	2.0	1.0	1	1
+135.002874823	79430.0821614	30.8909201674	3	1.0	8.17862500018	3.0	1.0	1	1
+136.04691347	30379.2901042	11.7605353075	3	1.0	7.19846744693	3.0	1.0	1	1
+136.047435694	75556.7983073	29.2288822853	3	1.0	6.69203233731	3.0	1.0	1	1
+136.048141627	511817.746875	198.16610213	3	1.0	3.85770768741	3.0	1.0	1	1
+136.048698803	41057.9638382	15.9252608268	3	1.0	4.82315564645	3.0	1.0	1	1
+136.061774451	59037.6923177	22.8404921696	3	1.0	7.08292433183	3.0	1.0	1	1
+136.940056932	123614.413542	47.6717391341	3	1.0	12.4233224663	3.0	1.0	1	1
+137.029493493	41024.9742839	15.9012382379	3	1.0	20.2182154745	3.0	1.0	1	1
+137.045065286	39396.7452149	14.7218952131	2	0.666666666667	13.9739658095	2.0	1.0	1	1
+137.045788473	230697.046875	88.6451797345	3	1.0	23.8749573959	3.0	1.0	1	1
+137.057298177	26251.5765625	11.0697452717	1	0.333333333333	nan	1.0	1.0	0	0
+139.015604335	88630.4096354	34.3442986531	3	1.0	3.60306181617	3.0	1.0	1	1
+140.066931939	60423.4825521	23.3255065625	3	1.0	10.8953394465	3.0	1.0	1	1
+140.067487509	181615.411459	70.1001135058	3	1.0	10.8633713594	3.0	1.0	1	1
+140.068178564	1247453.02292	481.515262204	3	1.0	10.8669624546	3.0	1.0	1	1
+140.068751041	95525.1445604	36.8692118467	3	1.0	12.8324135073	3.0	1.0	1	1
+141.015855767	121622.561719	47.1718107957	3	1.0	4.24200824063	3.0	1.0	1	1
+141.071577375	53849.2415365	20.8027019438	3	1.0	8.85944346689	3.0	1.0	1	1
+142.94808538	30991.4224227	11.932737862	3	1.0	11.9669887668	3.0	1.0	1	1
+143.010524071	27324.3588867	11.3502997961	1	0.333333333333	nan	1.0	1.0	0	0
+144.101934972	56676.3460938	21.8807626857	3	1.0	10.8747289295	3.0	1.0	1	1
+146.116774273	62974.741276	24.4172426399	3	1.0	3.89263802809	3.0	1.0	1	1
+146.117588213	362263.1125	140.598889068	3	1.0	2.87858627155	3.0	1.0	1	1
+146.165208908	32116.0161676	12.4130278071	3	1.0	4.88856191226	3.0	1.0	1	1
+147.075041061	88901.80625	34.2847841946	3	1.0	13.9746238919	3.0	1.0	1	1
+147.075640974	322627.553646	124.289473561	3	1.0	16.7682741829	3.0	1.0	1	1
+147.076393273	2257564.4875	869.122224227	3	1.0	19.3110746642	3.0	1.0	1	1
+147.076988068	206060.190625	77.3988051989	1	0.333333333333	nan	1.0	1.0	0	0
+147.11284157	59561.0648437	23.0039969509	3	1.0	8.55158044799	3.0	1.0	1	1
+147.120941375	27940.6082589	11.681451038	1	0.333333333333	nan	1.0	1.0	0	0
+148.002474814	40033.2408854	15.4921685578	3	1.0	5.63358363928	3.0	1.0	1	1
+148.003081907	108741.869792	42.087089696	3	1.0	5.11350694919	3.0	1.0	1	1
+148.003901655	668136.670833	258.637927557	3	1.0	3.76506369937	3.0	1.0	1	1
+148.004525817	48010.5511718	18.5926837652	3	1.0	2.44855919281	3.0	1.0	1	1
+148.059020674	41095.5236979	15.8672817632	3	1.0	9.66679584793	3.0	1.0	1	1
+148.059637644	111597.505469	43.1219828844	3	1.0	8.04726638411	3.0	1.0	1	1
+148.060456122	696055.108333	268.900264667	3	1.0	7.90853836608	3.0	1.0	1	1
+148.061101311	49879.7277344	19.2751855494	3	1.0	7.50120817428	3.0	1.0	1	1
+148.079810724	81638.4589844	31.4107880482	3	1.0	19.016758961	3.0	1.0	1	1
+149.063819045	30201.8979415	11.6547150257	3	1.0	6.38912320449	3.0	1.0	1	1
+149.99972486	26333.9894531	10.8864607373	1	0.333333333333	nan	1.0	1.0	0	0
+150.058361382	30533.1257813	11.419947661	1	0.333333333333	nan	1.0	1.0	0	0
+150.975955392	31915.3470975	12.3870195924	3	1.0	6.81442651625	3.0	1.0	1	1
+150.976839488	180558.499219	70.1984897635	3	1.0	11.6567821317	3.0	1.0	1	1
+152.022106709	94638.5373697	36.6034840668	3	1.0	15.649364203	3.0	1.0	1	1
+156.040549046	27311.9607599	10.9576614094	1	0.333333333333	nan	1.0	1.0	0	0
+156.041288332	84138.3705019	34.7406465976	3	1.0	10.2882626721	3.0	1.0	1	1
+156.042085861	702227.977273	290.040817918	3	1.0	8.10522145423	3.0	1.0	1	1
+156.076742825	36034.3831676	14.8732859394	3	1.0	8.80260394973	3.0	1.0	1	1
+156.989754618	49899.7069129	20.6452725259	3	1.0	5.43977882626	3.0	1.0	1	1
+157.045485596	37096.9421165	15.3300531656	3	1.0	8.06659655314	3.0	1.0	1	1
+158.040247352	50223.2786458	20.7261249277	3	1.0	10.5600979915	3.0	1.0	1	1
+158.921989272	29070.3342882	12.0132352712	3	1.0	2.16312903839	3.0	1.0	1	1
+159.013831175	27137.9121094	11.0959776227	1	0.333333333333	nan	1.0	1.0	0	0
+159.027720801	28742.8992694	11.9000503521	3	1.0	2.67247145254	3.0	1.0	1	1
+160.133196834	81505.6245265	33.6976320109	3	1.0	3.21146898794	3.0	1.0	1	1
+161.128430024	39667.7985914	16.3690253998	3	1.0	9.75594164382	3.0	1.0	1	1
+162.110681697	71179.3533381	29.4065133599	3	1.0	5.65262860996	3.0	1.0	1	1
+162.112347928	3467074.69697	1431.88890346	3	1.0	7.63060401997	3.0	1.0	1	1
+162.113085678	300459.098485	124.103236108	3	1.0	7.33769222944	3.0	1.0	1	1
+163.045129879	28176.2019856	11.8557848057	2	0.666666666667	9.17484633862	2.0	1.0	1	1
+163.114865478	26514.5295818	10.7341803635	2	0.666666666667	3.60755489985	2.0	1.0	1	1
+163.115816669	201382.723485	83.1408823942	3	1.0	8.65332280681	3.0	1.0	1	1
+163.976870744	59409.4650805	24.5574231178	3	1.0	5.75802384226	3.0	1.0	1	1
+163.977788022	530296.53125	219.200515336	3	1.0	4.89965120289	3.0	1.0	1	1
+165.973614823	25668.0683594	10.5608412367	1	0.333333333333	nan	1.0	1.0	0	0
+165.975937136	39353.1708688	16.2914188264	3	1.0	1.32737515389	3.0	1.0	1	1
+166.086253509	60087.2660985	24.8393676074	3	1.0	4.55294590085	3.0	1.0	1	1
+166.950727266	113266.681582	46.9805932827	3	1.0	11.1138416672	3.0	1.0	1	1
+167.021724923	134568.492188	55.7793322532	3	1.0	5.41253924931	3.0	1.0	1	1
+168.00575294	60361.4830729	24.9971874585	3	1.0	1.04467466966	3.0	1.0	1	1
+169.058366731	88252.5582387	36.5229789092	3	1.0	1.60798999955	3.0	1.0	1	1
+170.031626739	46084.6038115	19.0529025363	3	1.0	3.74853021775	3.0	1.0	1	1
+170.032610447	462735.116477	191.310965875	3	1.0	4.66311884251	3.0	1.0	1	1
+170.042371381	26423.0666233	11.3708866114	1	0.333333333333	nan	1.0	1.0	0	0
+172.030747707	31820.8708925	13.1645999927	3	1.0	3.56197089229	3.0	1.0	1	1
+172.984683666	34639.8243963	14.3226781301	3	1.0	7.57661887412	3.0	1.0	1	1
+173.080839357	77270.4509943	31.9325909958	3	1.0	3.98206445809	3.0	1.0	1	1
+174.89594249	52661.4463778	21.8457173307	3	1.0	10.7319335527	3.0	1.0	1	1
+175.001678498	149684.068419	62.0737268744	3	1.0	6.41270074233	3.0	1.0	1	1
+175.118960757	123766.892519	51.1685300827	3	1.0	5.57416343446	3.0	1.0	1	1
+176.10297907	81776.0867661	33.7054423368	3	1.0	14.5344019202	3.0	1.0	1	1
+177.134608611	40889.3801491	16.9278275831	3	1.0	12.1958102156	3.0	1.0	1	1
+179.128465135	41597.1732362	17.1688071817	3	1.0	9.0963006216	3.0	1.0	1	1
+187.125928194	44273.2896544	18.2776619077	3	1.0	10.9633502799	3.0	1.0	1	1
+191.04010577	67379.7269176	27.8972942011	3	1.0	34.4931859124	3.0	1.0	1	1
+192.01461034	25518.5130859	11.0095828922	1	0.333333333333	nan	1.0	1.0	0	0
+193.001987153	27233.3342634	11.3318998012	2	0.666666666667	9.69840444934	2.0	1.0	1	1
+194.945659165	28932.7916667	12.5783321294	1	0.333333333333	nan	1.0	1.0	0	0
+198.084925852	26055.0522461	11.2673529147	1	0.333333333333	nan	1.0	1.0	0	0
+200.067022569	64862.4509943	26.8084656975	3	1.0	9.30856395744	3.0	1.0	1	1
+200.068325058	431188.875	178.530357592	3	1.0	8.11309024275	3.0	1.0	1	1
+201.071723083	33108.5206143	13.7055432944	3	1.0	7.59743070535	3.0	1.0	1	1
+201.932332262	27719.4570312	11.895543495	1	0.333333333333	nan	1.0	1.0	0	0
+201.933720595	171164.481061	71.0994885663	3	1.0	14.9618645805	3.0	1.0	1	1
+202.066509548	32394.6933416	13.4187346902	3	1.0	8.70054358268	3.0	1.0	1	1
+202.180177344	67643.1482008	28.0084346086	3	1.0	2.74742071218	3.0	1.0	1	1
+203.038646686	27478.0705295	11.028143105	1	0.333333333333	nan	1.0	1.0	0	0
+203.040075181	166776.176136	68.8393664551	3	1.0	10.8332168339	3.0	1.0	1	1
+203.050021229	25349.4101562	10.4498155792	1	0.333333333333	nan	1.0	1.0	0	0
+203.051230115	104935.344697	43.3049934893	3	1.0	9.49165612223	3.0	1.0	1	1
+203.05256408	725141.484848	299.822457953	3	1.0	3.84200413053	3.0	1.0	1	1
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+378.31301879	19573.4436098	14.3566333504	3	1.0	11.1868051648	3.0	1.0	1	1
+381.079072477	26032.263121	19.0646540996	3	1.0	5.92958530286	3.0	1.0	1	1
+383.11569564	28826.800631	21.0189875677	3	1.0	14.474203186	3.0	1.0	1	1
+384.002512405	15204.1031605	11.582228837	1	0.333333333333	nan	1.0	1.0	0	0
+386.025893301	99876.7646234	73.1498540546	3	1.0	1.37774339328	3.0	1.0	1	1
+386.22187943	95438.346567	70.0984494163	2	0.666666666667	117.332024713	2.0	1.0	1	1
+386.32615638	15073.214495	11.1544938586	2	0.666666666667	5.16309973151	2.0	1.0	1	1
+387.179914944	15954.6284716	11.5768175242	2	0.666666666667	8.38610367404	2.0	1.0	1	1
+387.22530871	32172.5667067	23.6011129036	1	0.333333333333	nan	1.0	1.0	0	0
+388.219015513	49588.1514423	36.3202840573	1	0.333333333333	nan	1.0	1.0	0	0
+393.358471122	15904.9958984	11.2627271987	1	0.333333333333	nan	1.0	1.0	0	0
+394.279916438	20172.2056645	14.8018184138	3	1.0	8.145754002	3.0	1.0	1	1
+395.125200243	15352.0354614	11.2227419534	2	0.666666666667	4.6407912358	2.0	1.0	1	1
+395.337771197	21786.7867087	15.8915179116	3	1.0	18.9733439105	3.0	1.0	1	1
+396.25078971	19179.5039814	14.0423411479	3	1.0	9.79230427925	3.0	1.0	1	1
+399.144242079	17443.7988031	12.7528180975	3	1.0	4.14406275632	3.0	1.0	1	1
+400.157262913	22781.0438702	16.6235699115	3	1.0	15.4605005369	3.0	1.0	1	1
+404.206506837	16658.7031792	12.0479497919	2	0.666666666667	9.12856608488	2.0	1.0	1	1
+408.007921393	17039.5705766	12.5259725058	3	1.0	8.08058739989	3.0	1.0	1	1
+408.308066275	110635.304688	81.0448154738	3	1.0	7.99269675951	3.0	1.0	1	1
+409.056820106	14910.4386928	10.9132888602	2	0.666666666667	3.02745934289	2.0	1.0	1	1
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+413.348355838	18107.2967707	13.0132034445	2	0.666666666667	0.642489528448	2.0	1.0	1	1
+415.156926201	19201.4300339	13.965460015	3	1.0	22.1138530181	3.0	1.0	1	1
+416.08433779	15811.4448403	11.5704977174	2	0.666666666667	5.58734566477	2.0	1.0	1	1
+423.981784128	14945.9730632	11.2649226456	1	0.333333333333	nan	1.0	1.0	0	0
+424.281786779	300489.584936	220.043221181	3	1.0	11.1036381936	3.0	1.0	1	1
+425.123801748	14425.4728516	10.4600069509	1	0.333333333333	nan	1.0	1.0	0	0
+425.125683491	15300.5416854	11.027586144	2	0.666666666667	1.50972326621	2.0	1.0	1	1
+425.135340955	904878.918268	659.300284875	3	1.0	25.9748641488	3.0	1.0	1	1
+425.285365732	58340.3378405	42.7227181838	3	1.0	9.6536655664	3.0	1.0	1	1
+426.138939429	193121.434896	140.707214302	3	1.0	26.1050947518	3.0	1.0	1	1
+426.280170349	16247.6065955	11.9009220432	2	0.666666666667	0.578551645041	2.0	1.0	1	1
+427.133948292	53258.3621795	38.7950332252	3	1.0	24.8446469958	3.0	1.0	1	1
+427.143034741	17756.0477389	12.7874836523	2	0.666666666667	4.88070546818	2.0	1.0	1	1
+428.137171827	15137.3161621	11.0249342708	1	0.333333333333	nan	1.0	1.0	0	0
+429.239830945	18820.7139486	13.3205767707	1	0.333333333333	nan	1.0	1.0	0	0
+437.138585394	12898.6224656	10.8137715273	2	0.666666666667	9.36172035481	2.0	1.0	1	1
+442.28440477	13699.5923978	11.9540855985	1	0.333333333333	nan	1.0	1.0	0	0
+443.081997167	14714.1943413	12.0795366815	3	1.0	3.71039547811	3.0	1.0	1	1
+445.249207301	30832.9049479	25.0623082078	3	1.0	9.01898704172	3.0	1.0	1	1
+445.988997896	27451.9506711	22.388263349	3	1.0	6.14026247982	3.0	1.0	1	1
+453.112614632	18283.2295423	14.9038610086	3	1.0	10.3897488524	3.0	1.0	1	1
+454.040050535	25366.1241987	20.6604820122	3	1.0	10.218541057	3.0	1.0	1	1
+456.273048614	21771.1329627	17.6559701881	3	1.0	20.8884519092	3.0	1.0	1	1
+457.043013865	13289.9491699	11.0263311771	2	0.666666666667	11.9819277733	2.0	1.0	1	1
+461.332846603	50788.6054688	41.2595141661	3	1.0	17.3493920857	3.0	1.0	1	1
+461.962899511	29618.2797476	24.1004117074	3	1.0	9.14491284508	3.0	1.0	1	1
+467.043435695	13948.0134277	10.81723071	1	0.333333333333	nan	1.0	1.0	0	0
+469.324281969	23592.4605619	19.0629526624	3	1.0	23.6708775247	3.0	1.0	1	1
+469.410709106	23614.7695813	19.1870969856	3	1.0	14.6060907668	3.0	1.0	1	1
+470.013901602	15751.7053974	13.0118151987	2	0.666666666667	16.2564505403	2.0	1.0	1	1
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+476.22739994	21673.1272536	17.8110101334	3	1.0	24.2533023062	3.0	1.0	1	1
+476.332575866	14901.4482187	12.4244648229	2	0.666666666667	15.9655223805	2.0	1.0	1	1
+477.402212367	14250.2590554	11.173370066	1	0.333333333333	nan	1.0	1.0	0	0
+479.188430553	20203.3596755	16.0063285895	1	0.333333333333	nan	1.0	1.0	0	0
+479.335363501	15660.7783954	13.6793058996	1	0.333333333333	nan	1.0	1.0	0	0
+483.075377967	20555.3001052	16.7136157656	3	1.0	12.0002524147	3.0	1.0	1	1
+483.944820232	17461.010185	14.2261752696	3	1.0	17.2804018078	3.0	1.0	1	1
+484.323957616	20224.8436999	16.3932057203	3	1.0	17.8336897594	3.0	1.0	1	1
+500.238489651	16402.214755	13.5314726918	2	0.666666666667	16.2381141097	2.0	1.0	1	1
+515.413174297	41773.3845319	46.8725809385	3	1.0	15.8873696942	3.0	1.0	1	1
+516.416600415	13209.7397315	14.8441569156	3	1.0	14.2581935576	3.0	1.0	1	1
+517.396377182	28897.4734075	32.4563109428	3	1.0	10.7267068011	3.0	1.0	1	1
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+518.39944505	9525.25227865	10.5749744622	1	0.333333333333	nan	1.0	1.0	0	0
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+527.18338979	16111.0871561	18.2962474876	3	1.0	21.9468448324	3.0	1.0	1	1
+531.408006791	17158.9403483	20.5823904515	1	0.333333333333	nan	1.0	1.0	0	0
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+532.439683082	20588.2529485	23.1119961284	3	1.0	14.1634539689	3.0	1.0	1	1
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+537.394253655	502277.446648	563.6867121	3	1.0	15.9827650237	3.0	1.0	1	1
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+539.390953419	16452.9320204	18.429386507	3	1.0	18.7220138381	3.0	1.0	1	1
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+541.361719514	11598.8817654	13.044607595	3	1.0	17.1281932695	3.0	1.0	1	1
+542.215451048	13834.8805339	15.6499495598	3	1.0	12.0230140997	3.0	1.0	1	1
+543.178307158	21210.6598307	25.4764324071	1	0.333333333333	nan	1.0	1.0	0	0
+545.407396359	17021.0466087	20.3799213152	1	0.333333333333	nan	1.0	1.0	0	0
+545.423465988	277325.360197	329.679068158	3	1.0	136.874759998	3.0	1.0	1	1
+545.4309072	22068.1914062	27.3212231113	1	0.333333333333	nan	1.0	1.0	0	0
+546.426988465	84140.9923733	99.8957760263	3	1.0	134.300486994	3.0	1.0	1	1
+547.41933805	22019.7937826	26.4660647236	1	0.333333333333	nan	1.0	1.0	0	0
+547.430549597	29912.4401042	36.0159641374	1	0.333333333333	nan	1.0	1.0	0	0
+548.275821353	10111.5505642	11.0562924405	1	0.333333333333	nan	1.0	1.0	0	0
+548.285586551	107081.169137	121.352079276	3	1.0	29.4918870537	3.0	1.0	1	1
+549.289206956	33582.5045072	38.009714774	3	1.0	28.0738704105	3.0	1.0	1	1
+553.348767641	36478.29483	41.7780198121	2	0.666666666667	24.0366839747	2.0	1.0	1	1
+553.350059132	60433.45625	64.7316633827	1	0.333333333333	nan	1.0	1.0	0	0
+553.367534761	2522421.07639	2823.83227642	3	1.0	24.8167110365	3.0	1.0	1	1
+553.376197241	76449.2788295	85.1605921543	3	1.0	29.1768506971	3.0	1.0	1	1
+553.386107823	12338.506548	13.4795684913	2	0.666666666667	10.6098849529	2.0	1.0	1	1
+553.388569983	83064.0970052	99.8050187313	1	0.333333333333	nan	1.0	1.0	0	0
+553.390805688	12165.8691948	13.3043516696	2	0.666666666667	10.0312523643	2.0	1.0	1	1
+554.355075264	17386.7018375	19.4339962698	3	1.0	27.7836304343	3.0	1.0	1	1
+554.371468071	791505.275907	884.458777661	3	1.0	29.2623862699	3.0	1.0	1	1
+554.380578279	29904.519043	32.2917768181	1	0.333333333333	nan	1.0	1.0	0	0
+554.392920978	24953.7438151	30.0006079239	1	0.333333333333	nan	1.0	1.0	0	0
+555.355223456	11372.185791	12.403537819	2	0.666666666667	17.1472017544	2.0	1.0	1	1
+555.366520835	185876.547109	207.675374763	3	1.0	29.7365003441	3.0	1.0	1	1
+555.374314453	97417.9034039	108.969986691	3	1.0	27.6161167269	3.0	1.0	1	1
+556.370118653	47654.3159847	53.2340901707	3	1.0	26.4110730158	3.0	1.0	1	1
+557.094969128	16926.4069031	19.0299005103	3	1.0	7.6441738872	3.0	1.0	1	1
+559.151178004	13243.3108223	14.8620174687	3	1.0	19.3833667243	3.0	1.0	1	1
+563.551453851	11125.4191858	12.1917020901	2	0.666666666667	2.21549289368	2.0	1.0	1	1
+569.345434067	9199.01908736	11.1200733293	1	0.333333333333	nan	1.0	1.0	0	0
+569.363794088	131825.834619	154.679537445	3	1.0	109.445773523	3.0	1.0	1	1
+570.367451	36637.1871265	42.921133024	3	1.0	105.022947174	3.0	1.0	1	1
+571.361856208	17611.6190592	21.121166267	1	0.333333333333	nan	1.0	1.0	0	0
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep01_262_scan5.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,16 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	flags
+118.086253583	259112.28125	108.590310357	1	1.0	nan	1.0	1.0	1	1	1
+132.075569347	292439.75	122.557383463	1	1.0	nan	1.0	1.0	1	1	1
+132.07609471	1416429.125	593.605511635	1	1.0	nan	1.0	1.0	1	1	1
+132.076675568	13824452.0	5793.63326953	1	1.0	nan	1.0	1.0	1	1	1
+132.077210117	1575695.125	660.351650744	1	1.0	nan	1.0	1.0	1	1	1
+132.10191987	313542.46875	131.401235894	1	1.0	nan	1.0	1.0	1	1	1
+133.080118521	416953.09375	174.739173443	1	1.0	nan	1.0	1.0	1	1	1
+136.04814365	456499.09375	191.312345477	1	1.0	nan	1.0	1.0	1	1	1
+140.068182551	1010273.5625	423.391431575	1	1.0	nan	1.0	1.0	1	1	1
+146.117590681	349931.4375	146.651340563	1	1.0	nan	1.0	1.0	1	1	1
+147.075656347	265543.125	111.285386466	1	1.0	nan	1.0	1.0	1	1	1
+147.076406922	1787055.75	748.929914018	1	1.0	nan	1.0	1.0	1	1	1
+148.003903094	628156.9375	263.251731901	1	1.0	nan	1.0	1.0	1	1	1
+148.060455078	628223.0	263.279417765	1	1.0	nan	1.0	1.0	1	1	1
+156.042176052	358481.28125	150.23445975	1	1.0	nan	1.0	1.0	1	1	1
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep02_263.mzML	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,159 @@
+<?xml version="1.0" encoding="utf-8"?>
+<indexedmzML xmlns="http://psi.hupo.org/ms/mzml" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://psi.hupo.org/ms/mzml http://psidev.info/files/ms/mzML/xsd/mzML1.1.2_idx.xsd">
+  <mzML xmlns="http://psi.hupo.org/ms/mzml" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://psi.hupo.org/ms/mzml http://psidev.info/files/ms/mzML/xsd/mzML1.1.0.xsd" id="batch04_QC17_rep02_263" version="1.1.0">
+    <cvList count="2">
+      <cv id="MS" fullName="Proteomics Standards Initiative Mass Spectrometry Ontology" version="4.1.12" URI="https://raw.githubusercontent.com/HUPO-PSI/psi-ms-CV/master/psi-ms.obo"/>
+      <cv id="UO" fullName="Unit Ontology" version="09:04:2014" URI="https://raw.githubusercontent.com/bio-ontology-research-group/unit-ontology/master/unit.obo"/>
+    </cvList>
+    <fileDescription>
+      <fileContent>
+        <cvParam cvRef="MS" accession="MS:1001472" name="selected ion monitoring chromatogram" value=""/>
+      </fileContent>
+      <sourceFileList count="1">
+        <sourceFile id="RAW1" name="batch04_QC17_rep02_263.RAW" location="file:///C:\Users\weberrj\Downloads\raw\raw">
+          <cvParam cvRef="MS" accession="MS:1000768" name="Thermo nativeID format" value=""/>
+          <cvParam cvRef="MS" accession="MS:1000563" name="Thermo RAW format" value=""/>
+          <cvParam cvRef="MS" accession="MS:1000569" name="SHA-1" value="05fd9f3b64954df1f3618f216902c8acf7b4f508"/>
+        </sourceFile>
+      </sourceFileList>
+    </fileDescription>
+    <referenceableParamGroupList count="1">
+      <referenceableParamGroup id="CommonInstrumentParams">
+        <cvParam cvRef="MS" accession="MS:1000557" name="LTQ FT Ultra" value=""/>
+        <cvParam cvRef="MS" accession="MS:1000529" name="instrument serial number" value="SN06102F"/>
+      </referenceableParamGroup>
+    </referenceableParamGroupList>
+    <sampleList count="1">
+      <sample id="_x0032_63" name="">
+        <cvParam cvRef="MS" accession="MS:1000002" name="sample name" value="263"/>
+      </sample>
+    </sampleList>
+    <softwareList count="2">
+      <software id="Xcalibur" version="2.5.5">
+        <cvParam cvRef="MS" accession="MS:1000532" name="Xcalibur" value=""/>
+      </software>
+      <software id="pwiz" version="3.0.19248">
+        <cvParam cvRef="MS" accession="MS:1000615" name="ProteoWizard software" value=""/>
+      </software>
+    </softwareList>
+    <instrumentConfigurationList count="2">
+      <instrumentConfiguration id="IC1">
+        <referenceableParamGroupRef ref="CommonInstrumentParams"/>
+        <componentList count="3">
+          <source order="1">
+            <cvParam cvRef="MS" accession="MS:1000073" name="electrospray ionization" value=""/>
+            <cvParam cvRef="MS" accession="MS:1000057" name="electrospray inlet" value=""/>
+          </source>
+          <analyzer order="2">
+            <cvParam cvRef="MS" accession="MS:1000079" name="fourier transform ion cyclotron resonance mass spectrometer" value=""/>
+          </analyzer>
+          <detector order="3">
+            <cvParam cvRef="MS" accession="MS:1000624" name="inductive detector" value=""/>
+          </detector>
+        </componentList>
+        <softwareRef ref="Xcalibur"/>
+      </instrumentConfiguration>
+      <instrumentConfiguration id="IC2">
+        <referenceableParamGroupRef ref="CommonInstrumentParams"/>
+        <componentList count="3">
+          <source order="1">
+            <cvParam cvRef="MS" accession="MS:1000073" name="electrospray ionization" value=""/>
+            <cvParam cvRef="MS" accession="MS:1000057" name="electrospray inlet" value=""/>
+          </source>
+          <analyzer order="2">
+            <cvParam cvRef="MS" accession="MS:1000083" name="radial ejection linear ion trap" value=""/>
+          </analyzer>
+          <detector order="3">
+            <cvParam cvRef="MS" accession="MS:1000253" name="electron multiplier" value=""/>
+          </detector>
+        </componentList>
+        <softwareRef ref="Xcalibur"/>
+      </instrumentConfiguration>
+    </instrumentConfigurationList>
+    <dataProcessingList count="1">
+      <dataProcessing id="pwiz_Reader_Thermo_conversion">
+        <processingMethod order="0" softwareRef="pwiz">
+          <cvParam cvRef="MS" accession="MS:1000544" name="Conversion to mzML" value=""/>
+        </processingMethod>
+        <processingMethod order="1" softwareRef="pwiz">
+          <cvParam cvRef="MS" accession="MS:1000035" name="peak picking" value=""/>
+          <userParam name="Thermo/Xcalibur peak picking"/>
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+              <cvParam cvRef="MS" accession="MS:1000515" name="intensity array" value="" unitCvRef="MS" unitAccession="MS:1000131" unitName="number of detector counts"/>
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VWXeSc8dOp/BPqhxkX2Hp+F7jlcyzkj6zX5yjUN/xf5Gv4x+xHvd8d+6Ez/SluGn2N0Oy3dtG3ag9nYcdt4i/FGtOnFa1cXxm3L3kvdW/2Xg6zX+rnVsLfPmI76hHcdPMHfiv9k+5De1IOSYtbISfkqxP8Dvhmu8z3GY8QUCkJ/F+8B3xQYQz+hGfkbZh3ywhgbJOPN4APb1yAeOvirB/KOqwRe/mvG9xWf2FfgVupcmT2t3hl+Uevj52nTyikrAO/bht5ZzMDkJ/pkUhjw7cZpznZhCu/QY+xhUDPzUHivnTDuPPrAqpUP+efWmrbwOOfvNwo7tiDy12hPn0rtcAM7QSsyb2Aa51yEOOZi9KvtL/5Pv9aag57tkA+9R0Fd9uU5a/UwKdlvfnuxjjgdwBbYDX0/yAc+iJOT8H/ij2iCHv9TH0tpe+Mna50qOP6XA56ePoxeW1YI+o1fSr1gZ5PvhmejR/lfY7/W6Tjy7M/t+OQF+KuMt8kSbBh/aSW+BxzMXdsUL9Ke1JQ/yoVoy8tcthvU3oVdM3yfIb/cRMo9R8Cn7nUQewaz2D/hqsxW+aZUT+dhzH3Dn5nwqjXezngd5dmPzDuT3qgjo1Ccd76cMAR/PHb6ac5v91dGhw1vHD657hX1U3g4cefFn7OvJnIet0/he7THrfHiM3EgmH6S0fEr/3Pj39v768mzV++jEI2qgh+ZsZv5jxIeMNJ3YV5dsnIcXUfJdWTiMdec2gy9LEJdTIrBHtebY+/bYTcDfkXyAmpBP5L/teUHkvnowe5yMm4s/oR08AR9+dgG/6/2xOy47+IugPsBs1gC496wEzvBGjv506iTabYXOM4LBY++C0hpndrKPpUU5t3W6OHbWKuZrfg/7cwx5e3MqcGiV2IfZ7jb8djIc+TqJeIzxbSrn/gH5d/0ZcTLlSHnwk7EifNOuJXhrOZN4SB0VO7DxB/h8Cfrfnr3dyUMg981zI9inib9qxJOHMF26se6ZAvBTopcTBx8BP12Z4uQ1l8PHxdqhJ19yXpV5Y4Dn8jT2OaIf8aaqmZjv3GL0/iX4VHdpj/14oxX2ReQ64jD159Eujxb47G3FoP+PlqK3zar1sQ+ajL8o8524/lm+77/B/upmR+/WJk5k1QuGD743gv6vxkLPimOBuwbyxMyxAf/en7oGzecO/D5kKfPmg27KCn/GeV2CHo3TcQ5TgkVuKJWQv8o67Eor6gfn56Ym82iei9GPxRw7eo+Tz6zn6O1k8qd2jAvzP0Vu2GsM7IJp5CvUfE8E/+r5H8zz+q0Tpx8A/BWfQNekQsihsvNkfaWkk1fPfhu5NXkP89x06n4Cr7DvpeTZzRz4y9ZG/BB9FXlr7X4m5jHI8+hNO+Ofla3LufhgsJ/sx1h/9VzswFvIM3X9qmPyPGW2nF9lxjX4KfYwdnPlpchDrVSUfP/kDh8MyQq9moTCPwtrwacrnTqK+eQ3Dc/rsl+7HXEz1SfbQWmbVUAvziqO/9nhPO+1j2I32ne74uel1SUvbkcVPQCeyfsZ+bo6/h11Heo0/H/D+unoo2ayrvE2nn23IT5pf8G+spdSL2Jcr4ScSSWuY15w8kELRsFfTp7BKLcOPGsG8NbfTV1FP/KlynniHfbGIN5/w69UG/jKs+5C3lcL2yn8qSd+ceTiXehUCbvDvrmB/P65aFnH7PYZfRb9AntiYix8PTMae6SeBv4fRDj+dTHW+ee9nE+t1wH8mYHuyDm/utj5xV4jn4tspO4nKbPAaxoVhQ7mvoPyrC3oDpwPiL+arYFLz9+LfV2rgT91eg989foi9Q4xhzgHMd+xM9yQa/qCBeDzZ3vqFB7kJM7Yh3iFfiUd9GhXT+CwvRNlXmN3JHya/JJ97XwrrbnIxn+YRlxQH+MCfiPchG+0OavwN/6+i3+S4xz43kp+3qqYXfje+HVB5tPbJsF/makrst60EDgME7vJmL7ouOynpqfUS5heA+S7fnSq6EGrUhD+yPsXJ6W/R+/jrB8vz9aEavJsp7uCnBo8HDvuyZ0z0s837oLM1/PkWXmfEs/78mdlPeNaWsGHlUcTuO0pX+hXvvklaVeOl/62fw7qSXo3Oi/PmzyjZd+xpvSz6ua/Lu3BYfQ7u5B5B90X+KwVqexv/x6R71bIcBmnbmkk8CnThss6yvjyPHetdFPWyfnjnMz3JOGqrJewVfCpZepxTca7rpd+SvsdMl5tuJl1OhS4IuON3QKXmeGs9NM714iR+T59p17mXoTg28p2j/FV/pV9KVeaCpxayzjpr7baf0PmiY5j3ynvWLfdM1nHSlcLvOY7A5zD1wkcypRq0s/o3FveWx18pL8arsj+tQEDZV57+SBZR6+D/LfTBsl4NSgIvEw7d1v6Tx0g9pAaknhZ5mt1+448q/UFb1rTPg6+0rHe6a7/yHx7i8h+7GM5YuX7lucCh54KHrWGI4XuxtsGAq9Zs77Mr7QMlWet0i+BU1tb4LH0a1hV+EBbGXhfnn/9IfPa3U4LfMb5DbKulTcCuANSZD2t3N1b8t3P5YS0JQcC36414P3HRulvh7UWuqn90j4RONNmFL9fiasMHFvGM0/YyUcC7zH/u7Le4jQPpd+Dpa/ke9zl1/I+QzrgMmsJftTmR9nf2bQynxIyVeZTund+KusXLCd41eeGCVzq+TSyP03tKuOtawUFX3pgIfigVhX4rcUxwbtZlP2Y2kzgNa7HyzyDL4jcsX1ao0cSOoMXMwH+OTaZczRjvsBrVfxL6KM88xR4zUeXhU/sUmMFHr1uXYFHGRQdJfMtDjgl67QJ47nyQGnNWiegY59QWd94NgT6ndkqcOqd6sp5VfoQb9HskkIXc26sk1cYKfJG2/FN+ukFi3HO9syWOjatmSd0NLOK3DLako+2rXHEWWKbIKeUEoIfvadN/VuNQdJfD0lD/77TRW5aHhVEjiirJkprtl2MPgjaiXwc+ED2oV1cjZ897Qb2TflpyAeXTzK/8vQf6t+2vME+yNAePdPMV+azP54grlRui8Cn5r2E/ttaU/arlM2FHTNiGvvuaUh/dVZW9N6jtuirjvnIF/aJpp3xlXO84RrxqvLFgKOFP/pnwgLskMpB2AVfZqAP5zVCz5XyQH+s+xnCPDGSx7cruWJHtQt36tP/pr83+lrN3RO9FD4LfIZNg8+altkq8BY+RL3jw/bULcwaRn3vDeJ8+u906M2k2WJnq59XEf8Pd/LA6U8SL5q1H3/Dj/ydmod4u70Lf+v/Ag374sYK7KSwEPT1sUHYDzlU/I4zF3hv18VfONsI+3hMPOulKQJ9m6Pn1TTDyKeNIV9uLyD+b/cqCR6f/WTc8nj061+h6OdclbAT7vcBzmHEkZTxE+XcGTnIL2sZyOOa59tgdy70Ah+hVfF7OhIHVT5mxD8o8A/9Fn/AXopMxJ7SqHfX1kdAhx654UcjC3hOUw789cIeVMtTR6yUSY8eX9wHPJQhH2dv7I9dmom4uV2dPLTa6zj+aDJ1PNYCG7xUWsY+uqrss+wH+CCNzXybnDr3zvnxO95kZnydwXK+lO0bRF6ZSdRfaRXCmMfvFHTb2JLx67oS54soz/wZtzt5Yep9zaZt8WMql4UvLr5knFtR8FKS/J1224lXKD+gr4vjX/ZzwZ4LIl5hDSe/YLyNw181iIPbq0YTT2k+Ff7yu4rdXn8FcZ8S2WWcOrEY588/9oG8b0YeQ9tMnlypkQs5cuIYeBmnyjgrcDl28N5RzDuJOIg6taxjL6Ynv+l6Cn+m2mDwPG8icNUnz2icIs9hq8M4x9V9kSPNhzp1N0ugW3kfJ65bCDvgt83+O+4Crp8rZX2ztEW73skfJzUA/knIU20G9cSaL36t2ekudGjuxLXqekB3L+q+tMQMxNHvlEU+VJyDfPi3PXrmGXTSjryCvtc7YW+W3wLe+1MXrdaD/+1s9aDXSfJh+gUv1slEHax96jXnMiwdcCxcxPtxxLGMjy7Y7wMaOX6vQw+1MvZpu07w2wvmt7zbMt/alfhRl4i3KK7Et4xnxJk0p97F8OrCOVtC/aHdhXo09Ug+5EZUeug7walb0sfAJ6GOvxhbXOa16+LfGh97iX5T5zj16vERwHUH/926QR2pnnsm+9m7nPnGU4ekH6UuXSuPP2Y8vuTE3ajbUIdTt6G5PodPmrVGbxT5Cl3SlWSfQ44T7+6UD793NHECy5fzbHcqwP7i5jN/Pyeu7dTzGPWpgzPjfznxVEc/nSQOqISSX1d9L8JPt4jzqUnu8NXSF/jD7kOduPEH4Ns0kHncXjvnvy364cNUzskC6tSUgJHAG4vfrfz5iXVKIfc136vExZqlgqcw/EJdpy5EH7IEPHmWRN5uGgzcflWAs8c4zusY4oeq10PkufqUfGgF8itq5gCxv4wfgXz/i/iI0of8vpq4lXMd682+BqQSX7k0CT1xuB18s4c6NvXtAvR405HEV0ZtQH/7jGP/p4gPG8d3EBdagpy1PlNvpc4YAd3u/wn/tSXeaj/nXprm7dx3uk09lnqJenC95SiH/1ZAn9e14bN5xE3tEleJd9Qmn6p+WwZ+hlMvoyacQd5O+8J59OGcqcfrOPVO39F7+aJEXulhgdjrNn6Lvm1JOu//Hn3x46z5h8VfMb66gYce1AmYi946ebK0yJPMyHM1gPiP9Y57StoV5LQxSOH8TiLPb0X/Bb5qIHfNjcsZN70H9l7r6uDp9QHxF9RqYdh5q+8x3xznXuCBh/Bhqb3EFev9QL+VIp9ujmlF3CCE+ifFPR45mI57ZMrsrsDZnrpFozRxb6PkZuRMblfo0sap0z5BXbmd7w795uRnvRtNmX/dEvKPBbax3wfUk9pZsolfoAUS/7A/XUmS79W4T6Bknc05bE0cUI1w6gArEK8z88NXekwP+Mqd+nprJfJN79eY/VQjPqdfoZ7TSAt81vYE8NH0LeOe9IQOKcRDtcbP4Iu53CPUTlBXoXw+g131sApy4FNf6OIZ80y+H4af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+    </index>
+    <index name="chromatogram">
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep02_263.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,511 @@
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+101.76262088	35174.5234375	13.418830959	1	0.1	nan	1.0	1.0	1	0	0
+101.763132954	26464.4316406	10.0959927785	1	0.1	nan	1.0	1.0	1	0	0
+101.763354418	28354.5146484	10.7086199539	2	0.2	4.57943273784	2.0	1.0	1	0	0
+101.764453602	30835.7578125	11.6280785711	2	0.2	13.9128862206	2.0	1.0	1	0	0
+101.7651537	27039.2695312	10.1936221136	1	0.1	nan	1.0	1.0	1	0	0
+101.771710654	31634.0732422	11.6823623565	2	0.2	19.4181918985	2.0	1.0	1	0	0
+101.772204612	29348.18125	11.0363579242	5	0.5	8.49275304413	5.0	1.0	1	1	1
+101.772782957	29805.6152344	11.2285206144	2	0.2	3.11583437987	2.0	1.0	1	0	0
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+101.776462277	28595.7910156	10.8241665169	1	0.1	nan	1.0	1.0	1	0	0
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+101.778821835	28602.9160156	10.6143798145	1	0.1	nan	1.0	1.0	1	0	0
+101.779113798	27481.7773438	10.4841029412	1	0.1	nan	1.0	1.0	1	0	0
+101.779616687	31644.8125	11.9672764207	2	0.2	9.08421199185	2.0	1.0	1	0	0
+101.78012274	31657.746582	11.6955277262	4	0.4	12.3275680339	4.0	1.0	1	0	0
+101.78036894	35063.9345703	13.3989264485	2	0.2	14.9162035085	2.0	1.0	1	0	0
+101.780603216	39432.7519531	14.4487910205	2	0.2	18.0989507839	2.0	1.0	1	0	0
+101.780950357	30655.5917969	11.7665710618	1	0.1	nan	1.0	1.0	1	0	0
+101.781223124	32459.6645508	12.2859713321	4	0.4	13.7445471032	4.0	1.0	1	0	0
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+101.781813314	42852.5403646	16.0113159229	6	0.6	22.2676926764	6.0	1.0	1	1	1
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+559.151354999	15928.0378418	17.220161498	12	0.923076923077	8.3947622058	12.0	1.0	1	1	1
+563.551635387	11299.7088956	12.2471079342	11	0.846153846154	12.4570855196	11.0	1.0	1	1	1
+569.364210753	53249.030599	57.5624998491	12	0.923076923077	4.48289603877	12.0	1.0	1	1	1
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep02_263_scan5.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,16 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	flags
+118.086250677	337163.65625	122.712121131	1	1.0	nan	1.0	1.0	1	1	1
+132.075550122	332844.34375	121.140089304	1	1.0	nan	1.0	1.0	1	1	1
+132.076099853	1704481.875	620.353298566	1	1.0	nan	1.0	1.0	1	1	1
+132.076679466	16160045.0	5881.51588337	1	1.0	nan	1.0	1.0	1	1	1
+132.077214638	1822359.625	663.255398091	1	1.0	nan	1.0	1.0	1	1	1
+132.101933824	282666.40625	102.877619342	1	1.0	nan	1.0	1.0	1	1	1
+133.080131913	404403.65625	147.184400014	1	1.0	nan	1.0	1.0	1	1	1
+136.048154103	493627.65625	179.657847531	1	1.0	nan	1.0	1.0	1	1	1
+140.068179697	1347873.625	490.564236313	1	1.0	nan	1.0	1.0	1	1	1
+146.117584879	372159.3125	135.448936411	1	1.0	nan	1.0	1.0	1	1	1
+147.075632546	385539.5625	140.318734292	1	1.0	nan	1.0	1.0	1	1	1
+147.076382858	2844217.0	1035.16465834	1	1.0	nan	1.0	1.0	1	1	1
+148.003894141	682524.0	248.407460918	1	1.0	nan	1.0	1.0	1	1	1
+148.060455449	776103.0625	282.465951625	1	1.0	nan	1.0	1.0	1	1	1
+156.042166366	644582.6875	234.598561741	1	1.0	nan	1.0	1.0	1	1	1
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep03_264.mzML	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,159 @@
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+  <mzML xmlns="http://psi.hupo.org/ms/mzml" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://psi.hupo.org/ms/mzml http://psidev.info/files/ms/mzML/xsd/mzML1.1.0.xsd" id="batch04_QC17_rep03_264" version="1.1.0">
+    <cvList count="2">
+      <cv id="MS" fullName="Proteomics Standards Initiative Mass Spectrometry Ontology" version="4.1.12" URI="https://raw.githubusercontent.com/HUPO-PSI/psi-ms-CV/master/psi-ms.obo"/>
+      <cv id="UO" fullName="Unit Ontology" version="09:04:2014" URI="https://raw.githubusercontent.com/bio-ontology-research-group/unit-ontology/master/unit.obo"/>
+    </cvList>
+    <fileDescription>
+      <fileContent>
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+      </fileContent>
+      <sourceFileList count="1">
+        <sourceFile id="RAW1" name="batch04_QC17_rep03_264.RAW" location="file:///C:\Users\weberrj\Downloads\raw\raw">
+          <cvParam cvRef="MS" accession="MS:1000768" name="Thermo nativeID format" value=""/>
+          <cvParam cvRef="MS" accession="MS:1000563" name="Thermo RAW format" value=""/>
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+        </sourceFile>
+      </sourceFileList>
+    </fileDescription>
+    <referenceableParamGroupList count="1">
+      <referenceableParamGroup id="CommonInstrumentParams">
+        <cvParam cvRef="MS" accession="MS:1000557" name="LTQ FT Ultra" value=""/>
+        <cvParam cvRef="MS" accession="MS:1000529" name="instrument serial number" value="SN06102F"/>
+      </referenceableParamGroup>
+    </referenceableParamGroupList>
+    <sampleList count="1">
+      <sample id="_x0032_64" name="">
+        <cvParam cvRef="MS" accession="MS:1000002" name="sample name" value="264"/>
+      </sample>
+    </sampleList>
+    <softwareList count="2">
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+        <cvParam cvRef="MS" accession="MS:1000532" name="Xcalibur" value=""/>
+      </software>
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+        <cvParam cvRef="MS" accession="MS:1000615" name="ProteoWizard software" value=""/>
+      </software>
+    </softwareList>
+    <instrumentConfigurationList count="2">
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+        <referenceableParamGroupRef ref="CommonInstrumentParams"/>
+        <componentList count="3">
+          <source order="1">
+            <cvParam cvRef="MS" accession="MS:1000073" name="electrospray ionization" value=""/>
+            <cvParam cvRef="MS" accession="MS:1000057" name="electrospray inlet" value=""/>
+          </source>
+          <analyzer order="2">
+            <cvParam cvRef="MS" accession="MS:1000079" name="fourier transform ion cyclotron resonance mass spectrometer" value=""/>
+          </analyzer>
+          <detector order="3">
+            <cvParam cvRef="MS" accession="MS:1000624" name="inductive detector" value=""/>
+          </detector>
+        </componentList>
+        <softwareRef ref="Xcalibur"/>
+      </instrumentConfiguration>
+      <instrumentConfiguration id="IC2">
+        <referenceableParamGroupRef ref="CommonInstrumentParams"/>
+        <componentList count="3">
+          <source order="1">
+            <cvParam cvRef="MS" accession="MS:1000073" name="electrospray ionization" value=""/>
+            <cvParam cvRef="MS" accession="MS:1000057" name="electrospray inlet" value=""/>
+          </source>
+          <analyzer order="2">
+            <cvParam cvRef="MS" accession="MS:1000083" name="radial ejection linear ion trap" value=""/>
+          </analyzer>
+          <detector order="3">
+            <cvParam cvRef="MS" accession="MS:1000253" name="electron multiplier" value=""/>
+          </detector>
+        </componentList>
+        <softwareRef ref="Xcalibur"/>
+      </instrumentConfiguration>
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+    <dataProcessingList count="1">
+      <dataProcessing id="pwiz_Reader_Thermo_conversion">
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+          <userParam name="Thermo/Xcalibur peak picking"/>
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+    </dataProcessingList>
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+              <cvParam cvRef="MS" accession="MS:1000574" name="zlib compression" value=""/>
+              <cvParam cvRef="MS" accession="MS:1000515" name="intensity array" value="" unitCvRef="MS" unitAccession="MS:1000131" unitName="number of detector counts"/>
+              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+      <offset idRef="controllerType=0 controllerNumber=1 scan=5">4902</offset>
+    </index>
+    <index name="chromatogram">
+      <offset idRef="TIC">58394</offset>
+    </index>
+  </indexList>
+  <indexListOffset>61100</indexListOffset>
+  <fileChecksum>6dc86bbf78488ed86cbc876b769cbf05e2075a72</fileChecksum>
+</indexedmzML>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep03_264.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,521 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	flags
+98.9954997246	85420.5765625	31.7500402338	10	1.0	7.05084168152	10.0	1.0	1	1	1
+101.75139692	28253.2851562	10.127417772	1	0.1	nan	1.0	1.0	1	0	0
+101.756447902	26853.5292969	10.2665688721	1	0.1	nan	1.0	1.0	1	0	0
+101.756740955	31525.3886719	12.052701544	1	0.1	nan	1.0	1.0	1	0	0
+101.758085047	28712.5615234	10.6823629006	2	0.2	4.91839023478	2.0	1.0	1	0	0
+101.760442484	29141.4121094	10.9411002292	1	0.1	nan	1.0	1.0	1	0	0
+101.761256844	32001.2285156	11.7395649133	1	0.1	nan	1.0	1.0	1	0	0
+101.766362618	33112.40625	12.6594458229	1	0.1	nan	1.0	1.0	1	0	0
+101.767750171	27310.8867188	10.2976928149	1	0.1	nan	1.0	1.0	1	0	0
+101.769490326	34806.9726562	12.7628240908	1	0.1	nan	1.0	1.0	1	0	0
+101.769873385	28806.4306641	10.8876126482	2	0.2	1.03022407055	2.0	1.0	1	0	0
+101.770108425	28037.5625	10.5026719607	3	0.3	4.16323971928	3.0	1.0	1	0	0
+101.770859879	30332.5742188	11.5966679404	1	0.1	nan	1.0	1.0	1	0	0
+101.771602864	32399.6254883	11.8250759505	2	0.2	2.52714269244	3.0	0.5	1	0	0
+101.772100078	30805.1582031	11.6704682175	1	0.1	nan	1.0	1.0	1	0	0
+101.772465507	33580.0410156	12.7489366577	2	0.2	1.49086882587	2.0	1.0	1	0	0
+101.772821366	28882.328125	10.5954046641	1	0.1	nan	1.0	1.0	1	0	0
+101.773849047	32840.4375	12.1931614411	2	0.2	7.2063030082	2.0	1.0	1	0	0
+101.774306451	36274.6321615	13.4675449176	3	0.3	12.3942725934	3.0	1.0	1	0	0
+101.775137765	32479.0789063	12.137428113	5	0.5	13.1735819318	5.0	1.0	1	1	1
+101.775499566	32751.5283203	12.0937430708	2	0.2	17.5065320988	2.0	1.0	1	0	0
+101.775737777	43843.3476562	16.6884052338	2	0.2	4.44564078577	2.0	1.0	1	0	0
+101.775984894	41644.5395508	15.4881974415	4	0.4	25.9616578095	4.0	1.0	1	0	0
+101.776248284	27275.9375	10.0867386152	1	0.1	nan	1.0	1.0	1	0	0
+101.776563626	34666.8588867	13.0352436104	4	0.4	19.7935463089	4.0	1.0	1	0	0
+101.77683457	32237.9160156	11.9036274712	2	0.2	11.7485156381	2.0	1.0	1	0	0
+101.777092019	26947.5859375	10.3025283532	1	0.1	nan	1.0	1.0	1	0	0
+101.777347898	32774.7845052	12.1916765256	3	0.3	21.6051672144	3.0	1.0	1	0	0
+101.777653288	26496.4238281	10.0381134265	1	0.1	nan	1.0	1.0	1	0	0
+101.777937122	27323.5800781	10.3024789032	1	0.1	nan	2.0	0.0	1	0	0
+101.778350482	32428.2167969	11.9920698084	1	0.1	nan	1.0	1.0	1	0	0
+101.778581754	32317.5644531	11.9585912661	1	0.1	nan	1.0	1.0	1	0	0
+101.779044459	34961.1438802	12.8937254721	3	0.3	13.9606014442	3.0	1.0	1	0	0
+101.779512282	45484.765625	17.0617958507	3	0.3	34.5353077402	3.0	1.0	1	0	0
+101.779872302	40495.5066406	15.0839046164	5	0.5	16.7916554992	5.0	1.0	1	1	1
+101.780273851	44843.65625	16.0742525606	1	0.1	nan	1.0	1.0	1	0	0
+101.7804998	32328.0917969	11.9550432276	1	0.1	nan	1.0	1.0	1	0	0
+101.780921183	28001.3157552	10.4102564862	3	0.3	2.79935342547	3.0	1.0	1	0	0
+101.781202219	42613.3046875	15.6007632582	2	0.2	27.3482876936	2.0	1.0	1	0	0
+101.781544745	28122.9257812	10.3119555443	1	0.1	nan	1.0	1.0	1	0	0
+101.781822059	34380.078776	12.7950135912	3	0.3	15.3827335119	3.0	1.0	1	0	0
+101.782220802	29428.3717448	11.1123503123	3	0.3	3.50639155256	3.0	1.0	1	0	0
+101.782448092	33654.8515625	12.3461920962	1	0.1	nan	1.0	1.0	1	0	0
+101.782708086	30642.2519531	11.3386690112	1	0.1	nan	1.0	1.0	1	0	0
+101.78300212	28811.5439453	10.4913719803	2	0.2	0.262206694275	2.0	1.0	1	0	0
+101.783428281	29580.3847656	10.8670920684	2	0.2	7.07518715056	2.0	1.0	1	0	0
+101.783648476	30233.8339844	11.0859714386	1	0.1	nan	1.0	1.0	1	0	0
+101.784016435	38324.0839844	14.2006008062	3	0.3	26.3664157946	3.0	1.0	1	0	0
+101.784388815	37655.234375	14.1376022515	1	0.1	nan	1.0	1.0	1	0	0
+101.785156086	36482.1328125	13.3833726452	1	0.1	nan	1.0	1.0	1	0	0
+101.786242722	37124.8398438	13.9980880317	1	0.1	nan	1.0	1.0	1	0	0
+103.038949273	29449.3961589	10.9569475585	6	0.6	7.66828527399	6.0	1.0	1	1	1
+104.106976337	32586.1182726	12.0941644618	9	0.9	17.6170792711	9.0	1.0	1	1	1
+106.950565822	28392.0032552	10.7025615848	3	0.3	4.96374597094	3.0	1.0	1	0	0
+112.052302055	149519.175781	55.5887992567	10	1.0	7.48155395495	10.0	1.0	1	1	1
+114.066181487	59698.0101562	22.1827423643	10	1.0	9.66474157002	10.0	1.0	1	1	1
+115.036559049	32148.0800781	11.9990067623	5	0.5	6.29669444669	5.0	1.0	1	1	1
+116.070595603	28806.2565104	10.6441607975	6	0.6	7.88086270725	6.0	1.0	1	1	1
+118.085737089	27409.1054688	10.2041203927	4	0.4	0.989800101838	4.0	1.0	1	0	0
+118.0862529	331668.99375	123.268987497	10	1.0	5.00433896619	10.0	1.0	1	1	1
+118.086646679	26661.0410156	10.0098485575	1	0.1	nan	1.0	1.0	1	0	0
+123.013845064	37574.8583984	13.9640426561	10	1.0	15.4785971996	10.0	1.0	1	1	1
+123.055285245	32350.5798611	12.0354948903	9	0.9	13.2801290829	9.0	1.0	1	1	1
+128.010844513	39721.0457031	14.7669112958	10	1.0	9.48180919246	10.0	1.0	1	1	1
+128.994869899	49840.0777344	18.5348398326	10	1.0	11.762913999	10.0	1.0	1	1	1
+130.049204165	28654.3066406	10.9084506381	2	0.2	8.87859956697	2.0	1.0	1	0	0
+130.049874606	116097.654688	43.1915883453	10	1.0	12.5165610792	10.0	1.0	1	1	1
+131.009831436	34491.0266927	12.8066445922	9	0.9	8.76356660282	9.0	1.0	1	1	1
+131.010517363	121051.401563	45.0023028389	10	1.0	9.96025628606	10.0	1.0	1	1	1
+131.01894147	43207.5464844	16.0455217097	10	1.0	14.9807582708	10.0	1.0	1	1	1
+132.07458108	29073.6572266	10.7220529963	6	0.6	5.80636793325	6.0	1.0	1	1	1
+132.075002987	65967.0160156	24.5185069185	10	1.0	7.46322158067	10.0	1.0	1	1	1
+132.075557813	344805.625	128.155425774	10	1.0	1.55419660973	10.0	1.0	1	1	1
+132.076092939	1583579.025	588.68757561	10	1.0	6.46160307431	10.0	1.0	1	1	1
+132.076675704	16398500.3	6095.34793292	10	1.0	2.00286712386	10.0	1.0	1	1	1
+132.077210654	1838368.3875	683.29023344	10	1.0	2.21679223033	10.0	1.0	1	1	1
+132.078006728	42448.4375	15.7738662271	6	0.6	6.28616632017	6.0	1.0	1	1	1
+132.078271031	27685.3528646	10.410279747	3	0.3	3.02104962154	3.0	1.0	1	0	0
+132.101243152	85981.6265625	31.9457715747	10	1.0	12.8070660637	10.0	1.0	1	1	1
+132.10159199	38825.3828125	14.5769327579	1	0.1	nan	1.0	1.0	1	0	0
+132.101923875	286586.56875	106.499038548	10	1.0	4.06900499576	10.0	1.0	1	1	1
+133.034593318	42383.8677734	15.7482616977	10	1.0	24.1074004598	10.0	1.0	1	1	1
+133.073126482	31541.7222222	11.7064199988	9	0.9	7.77597825237	9.0	1.0	1	1	1
+133.073805276	112851.207031	41.91656044	10	1.0	6.79249157367	10.0	1.0	1	1	1
+133.078937761	35885.6089844	13.3340604716	10	1.0	4.04978133889	10.0	1.0	1	1	1
+133.079457768	126961.178906	47.1750457334	10	1.0	9.91588841936	10.0	1.0	1	1	1
+133.080122674	470988.08125	174.962077471	10	1.0	4.73800151701	10.0	1.0	1	1	1
+133.080637238	39129.8132812	14.6916813637	5	0.5	4.45952450495	5.0	1.0	1	1	1
+133.105274118	28591.0546875	10.5514763171	5	0.5	1.99342842352	5.0	1.0	1	1	1
+134.081003383	48588.9675781	18.0739448167	10	1.0	12.6442132554	10.0	1.0	1	1	1
+134.99649779	31180.128125	11.5575595308	5	0.5	9.5145989311	5.0	1.0	1	1	1
+135.00287073	80985.6671875	30.1071642525	10	1.0	7.40333330384	10.0	1.0	1	1	1
+136.04691451	29981.1871094	11.145812915	10	1.0	5.40982005401	10.0	1.0	1	1	1
+136.047429723	76005.2089844	28.2503749005	10	1.0	8.03765179918	10.0	1.0	1	1	1
+136.048140514	516481.18125	191.947088075	10	1.0	2.2403380193	10.0	1.0	1	1	1
+136.048702732	40373.9405382	15.0278540057	9	0.9	2.16071518461	9.0	1.0	1	1	1
+136.061769629	63828.7144531	23.7107498194	10	1.0	7.08284783358	10.0	1.0	1	1	1
+136.940056382	130491.91875	48.4856273692	10	1.0	6.37577306564	10.0	1.0	1	1	1
+137.029493911	46187.1511719	17.1449410303	10	1.0	16.5962450332	10.0	1.0	1	1	1
+137.045066423	35503.9189453	13.1902115636	10	1.0	7.03900441214	10.0	1.0	1	1	1
+137.045785499	236732.8125	87.9835878374	10	1.0	4.55295202966	10.0	1.0	1	1	1
+137.057298567	29498.0380859	11.0346470456	2	0.2	9.17092439392	2.0	1.0	1	0	0
+139.015604657	92271.6132812	34.3237448522	10	1.0	9.14650597159	10.0	1.0	1	1	1
+140.066932714	62928.3632812	23.3952891801	10	1.0	4.18173996813	10.0	1.0	1	1	1
+140.067489234	190186.117188	70.691424227	10	1.0	5.22551426345	10.0	1.0	1	1	1
+140.068176817	1326384.225	492.964883932	10	1.0	2.62222690862	10.0	1.0	1	1	1
+140.068756534	101771.701563	37.8321064463	10	1.0	6.12903588289	10.0	1.0	1	1	1
+140.994888504	28992.0283203	10.7901913061	2	0.2	6.28902147209	2.0	1.0	1	0	0
+141.01511858	27144.2578125	10.0380429989	1	0.1	nan	1.0	1.0	1	0	0
+141.01585764	126618.184375	47.0646511593	10	1.0	5.75843420146	10.0	1.0	1	1	1
+141.07157369	58843.2460938	21.8530569352	10	1.0	14.7386977064	10.0	1.0	1	1	1
+142.948079985	34906.3789062	12.97819823	8	0.8	8.80779165017	8.0	1.0	1	1	1
+143.010517889	28158.7441406	10.5721589885	1	0.1	nan	1.0	1.0	1	0	0
+144.101934195	57744.225	21.4467415943	10	1.0	12.052144668	10.0	1.0	1	1	1
+145.034607712	28456.8652344	10.523449888	1	0.1	nan	1.0	1.0	1	0	0
+145.037273283	27009.3369141	10.1077641468	2	0.2	2.9235537991	2.0	1.0	1	0	0
+146.116180259	28059.2988281	10.2886251726	1	0.1	nan	1.0	1.0	1	0	0
+146.116778703	65288.2023438	24.2698991667	10	1.0	7.73879719272	10.0	1.0	1	1	1
+146.117589453	365900.725	136.016115623	10	1.0	4.81445100301	10.0	1.0	1	1	1
+146.11822943	28201.421875	10.6840482853	1	0.1	nan	1.0	1.0	1	0	0
+146.165208099	31653.4462891	11.7286316987	8	0.8	9.32658400913	8.0	1.0	1	1	1
+147.075043124	91324.9117187	33.9482262945	10	1.0	4.50175864033	10.0	1.0	1	1	1
+147.075643597	331942.88125	123.391501356	10	1.0	2.08968783758	10.0	1.0	1	1	1
+147.07639299	2302449.425	855.91976128	10	1.0	2.07804449191	10.0	1.0	1	1	1
+147.076974893	177573.019531	66.4014645877	4	0.4	2.9799590559	4.0	1.0	1	0	0
+147.112846246	61914.6535156	22.9958578269	10	1.0	12.4659521452	10.0	1.0	1	1	1
+147.120937708	30357.296875	11.2717082287	4	0.4	4.1112717027	4.0	1.0	1	0	0
+148.002474995	42185.1914062	15.6727551434	10	1.0	5.05334559193	10.0	1.0	1	1	1
+148.003081809	113978.980469	42.3465995558	10	1.0	4.25208928589	10.0	1.0	1	1	1
+148.003902021	689968.45625	256.361255989	10	1.0	4.5614853919	10.0	1.0	1	1	1
+148.004525326	48635.7898437	18.0766141319	10	1.0	5.12941884659	10.0	1.0	1	1	1
+148.05902099	43162.1253906	16.0371475767	10	1.0	5.68746966853	10.0	1.0	1	1	1
+148.0596371	116749.761719	43.3890254482	10	1.0	3.74263044163	10.0	1.0	1	1	1
+148.060455189	726340.28125	269.902843855	10	1.0	3.67895189062	10.0	1.0	1	1	1
+148.061093178	51790.4605469	19.2454815568	10	1.0	5.82485384405	10.0	1.0	1	1	1
+148.079804396	85477.5703125	31.7795792894	10	1.0	8.01555103724	10.0	1.0	1	1	1
+149.063825461	30574.4670139	11.316038712	9	0.9	11.1805050037	9.0	1.0	1	1	1
+149.999702801	29415.1992188	10.8846180219	1	0.1	nan	1.0	1.0	1	0	0
+150.058354507	30739.6484375	11.5905228603	1	0.1	nan	1.0	1.0	1	0	0
+150.975958287	32395.8196615	12.0770812677	9	0.9	11.8046652483	9.0	1.0	1	1	1
+150.976839548	185986.860937	69.0423086992	10	1.0	14.4269136128	10.0	1.0	1	1	1
+151.047825363	28660.1669922	10.5561308148	2	0.2	2.81581533985	2.0	1.0	1	0	0
+152.022107808	84896.990625	31.5077658934	10	1.0	15.5686825088	10.0	1.0	1	1	1
+156.040537008	25814.3359375	10.4633137148	4	0.363636363636	3.94693220282	4.0	1.0	1	0	0
+156.041284034	79430.796875	32.528121885	11	1.0	7.49907864163	11.0	1.0	1	1	1
+156.042085253	673586.380682	275.801469288	11	1.0	3.54899085147	11.0	1.0	1	1	1
+156.076740419	37737.9549006	15.4679021509	11	1.0	13.4551935173	11.0	1.0	1	1	1
+156.989747314	52661.9502841	21.5684560316	11	1.0	8.81470458047	11.0	1.0	1	1	1
+157.045480319	35819.8728693	14.6755081201	11	1.0	4.2605760837	11.0	1.0	1	1	1
+158.04024721	47832.1409801	19.5668179894	11	1.0	10.6904816382	11.0	1.0	1	1	1
+158.92198791	29790.2033203	12.19056417	10	0.909090909091	7.44631991799	10.0	1.0	1	1	1
+159.013831175	27137.9121094	11.0959776227	8	0.727272727273	4.45955041741	8.0	1.0	1	1	1
+159.027721267	28482.0566406	11.6423759844	8	0.727272727273	11.6839991812	8.0	1.0	1	1	1
+160.133196771	80134.8757102	32.8259030131	11	1.0	6.91402397318	11.0	1.0	1	1	1
+161.128429512	39783.8538707	16.2813576808	11	1.0	13.2307663256	11.0	1.0	1	1	1
+162.110676553	72270.0475852	29.5949105802	11	1.0	1.70790090737	11.0	1.0	1	1	1
+162.111660706	428638.36875	175.24450773	5	0.454545454545	6.88223727001	5.0	1.0	1	0	0
+162.112347393	3529634.29545	1445.39620115	11	1.0	2.51840172879	11.0	1.0	1	1	1
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+525.387661917	12568.8603516	15.128089852	12	1.0	11.4026303918	12.0	1.0	1	1	1
+527.183410693	19375.9928385	23.2773121229	12	1.0	4.59841853483	12.0	1.0	1	1	1
+531.408006791	17158.9403483	20.5823904515	12	1.0	10.9278016903	12.0	1.0	1	1	1
+532.395959393	8972.83064779	11.1167273621	6	0.5	6.87055128357	6.0	1.0	1	1	1
+532.439603785	17221.4566243	20.6494310339	12	1.0	7.50870622495	12.0	1.0	1	1	1
+533.249638885	13331.2756348	15.9835661063	12	1.0	9.76276978318	12.0	1.0	1	1	1
+537.378823424	12463.7004395	14.9593277674	12	1.0	6.07659794192	12.0	1.0	1	1	1
+537.394234409	413441.088542	496.903776329	12	1.0	7.18372549655	12.0	1.0	1	1	1
+537.402737836	12977.4755859	15.9167888868	1	0.0833333333333	nan	1.0	1.0	1	0	0
+538.39815226	113714.760417	136.6011173	12	1.0	8.73587512832	12.0	1.0	1	1	1
+539.390895343	13138.8139648	15.735908494	12	1.0	9.52915772513	12.0	1.0	1	1	1
+539.401783629	14122.1445312	16.9563553913	12	1.0	6.84442686849	12.0	1.0	1	1	1
+541.361650647	9827.83886719	11.7432243613	9	0.75	8.6612629327	9.0	1.0	1	1	1
+542.215325527	14732.7209473	17.7160159846	12	1.0	8.67451740567	12.0	1.0	1	1	1
+543.178307158	21210.6598307	25.4764324071	12	1.0	7.22695376979	12.0	1.0	1	1	1
+544.181929793	9153.53662109	11.5572352639	2	0.166666666667	4.29829741913	2.0	1.0	1	0	0
+545.405980815	19837.3632812	24.3303962568	1	0.0833333333333	nan	1.0	1.0	1	0	0
+545.407396359	17021.0466087	20.3799213152	11	0.916666666667	6.2325339611	11.0	1.0	1	1	1
+545.42274777	714546.807292	860.19445727	12	1.0	14.1269757452	12.0	1.0	1	1	1
+545.4309072	22068.1914062	27.3212231113	6	0.5	18.5639389901	6.0	1.0	1	1	1
+546.410349943	8717.63122559	10.6296229178	4	0.333333333333	7.57972755151	4.0	1.0	1	0	0
+546.417266401	11763.5229492	14.3518535147	2	0.166666666667	9.13082708587	2.0	1.0	1	0	0
+546.426608633	214261.983073	257.73783509	12	1.0	15.0286509934	12.0	1.0	1	1	1
+547.41933805	22019.7937826	26.4660647236	12	1.0	13.178896638	12.0	1.0	1	1	1
+547.430549597	29912.4401042	36.0159641374	12	1.0	10.5045614838	12.0	1.0	1	1	1
+548.275644835	8939.61523438	10.5355171635	1	0.0833333333333	nan	1.0	1.0	1	0	0
+548.285482001	123124.410156	148.136593168	12	1.0	9.41708662174	12.0	1.0	1	1	1
+548.423004868	9278.99072266	11.3753562515	2	0.166666666667	0.685853696193	2.0	1.0	1	0	0
+549.289154559	37403.3235677	45.0037766194	12	1.0	8.75576321264	12.0	1.0	1	1	1
+553.348903932	30278.2606337	36.3667080078	9	0.75	8.90536169905	9.0	1.0	1	1	1
+553.351711011	30387.4109375	37.1639472988	5	0.416666666667	5.26212476667	5.0	1.0	1	0	0
+553.367719119	1865548.01042	2242.10428782	12	1.0	5.60514291793	12.0	1.0	1	1	1
+553.375820531	54843.0859375	65.075477374	9	0.75	3.66249544121	9.0	1.0	1	1	1
+553.388569983	83064.0970052	99.8050187313	12	1.0	8.58219732707	12.0	1.0	1	1	1
+554.355145036	12720.880778	15.2758351996	12	1.0	7.0827745372	12.0	1.0	1	1	1
+554.371434562	563860.119792	677.607198915	12	1.0	5.7197094272	12.0	1.0	1	1	1
+554.380262682	17841.3398438	21.8822865719	1	0.0833333333333	nan	1.0	1.0	1	0	0
+554.392920978	24953.7438151	30.0006079239	12	1.0	7.11424182045	12.0	1.0	1	1	1
+555.366551336	132230.174479	158.941810932	12	1.0	6.51980750756	12.0	1.0	1	1	1
+555.37438534	69811.9651693	83.9286523671	12	1.0	6.23835403307	12.0	1.0	1	1	1
+556.370095248	34637.5838216	41.5319257181	12	1.0	7.84745911986	12.0	1.0	1	1	1
+557.094923225	15446.7647298	18.4956732431	12	1.0	8.86610402743	12.0	1.0	1	1	1
+559.151150346	10812.982666	12.9772969472	12	1.0	9.65097667583	12.0	1.0	1	1	1
+569.345434067	9199.01908736	11.1200733293	11	0.916666666667	4.50161084509	11.0	1.0	1	1	1
+569.363330779	298335.890625	357.979726397	12	1.0	6.35694197339	12.0	1.0	1	1	1
+569.372647406	8786.66796875	10.7767907673	1	0.0833333333333	nan	1.0	1.0	1	0	0
+570.367309185	81022.061849	97.2233096633	12	1.0	6.39318319197	12.0	1.0	1	1	1
+571.361856208	17611.6190592	21.121166267	12	1.0	8.494940341	12.0	1.0	1	1	1
+571.369457726	11849.8855469	13.4931177356	5	0.416666666667	7.61505808572	5.0	1.0	1	0	0
+571.370740196	10166.2050781	12.4687840048	1	0.0833333333333	nan	1.0	1.0	1	0	0
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC17_rep03_264_scan5.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,16 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	flags
+118.086251246	317588.40625	119.748138639	1	1.0	nan	1.0	1.0	1	1	1
+132.075558769	336786.0625	126.986701372	1	1.0	nan	1.0	1.0	1	1	1
+132.076089225	1503678.875	566.968890702	1	1.0	nan	1.0	1.0	1	1	1
+132.076675013	16059164.0	6055.18009867	1	1.0	nan	1.0	1.0	1	1	1
+132.077209793	1795780.75	677.10721797	1	1.0	nan	1.0	1.0	1	1	1
+132.101921999	285028.125	107.471137978	1	1.0	nan	1.0	1.0	1	1	1
+133.08011769	461302.875	173.93632621	1	1.0	nan	1.0	1.0	1	1	1
+136.04813844	506052.625	190.80942095	1	1.0	nan	1.0	1.0	1	1	1
+140.068171152	1307694.5	493.072099615	1	1.0	nan	1.0	1.0	1	1	1
+146.117584259	391558.0	147.638707038	1	1.0	nan	1.0	1.0	1	1	1
+147.075637569	322906.625	121.753396966	1	1.0	nan	1.0	1.0	1	1	1
+147.07639398	2336210.5	880.878688697	1	1.0	nan	1.0	1.0	1	1	1
+148.003903003	731813.9375	275.933740404	1	1.0	nan	1.0	1.0	1	1	1
+148.060453166	780531.875	294.303058109	1	1.0	nan	1.0	1.0	1	1	1
+156.042166811	522879.53125	197.154081721	1	1.0	nan	1.0	1.0	1	1	1
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC18_rep01_280.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,546 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	rsd_flag	flags
+98.9954996926	80208.3953125	30.813462032	10	1.0	13.1883919759	10.0	1.0	1	1	1	1
+101.759610091	26695.9101562	10.1854822123	1	0.1	nan	1.0	1.0	1	0	0	0
+101.760365942	26872.4453125	10.4309947507	1	0.1	nan	1.0	1.0	1	0	0	0
+101.762686038	27960.1679688	10.5797635172	2	0.2	1.58269631786	2.0	1.0	1	0	1	0
+101.763597815	25178.9960938	10.045997821	1	0.1	nan	1.0	1.0	1	0	0	0
+101.764306425	30354.375	10.7879123064	1	0.1	nan	1.0	1.0	1	0	0	0
+101.766635331	26666.5117188	10.639491647	1	0.1	nan	1.0	1.0	1	0	0	0
+101.769521884	29821.4394531	11.1879744811	1	0.1	nan	1.0	1.0	1	0	0	0
+101.772366701	25563.8984375	10.1519753986	1	0.1	nan	1.0	1.0	1	0	0	0
+101.773920395	28159.5273438	10.6573236318	2	0.2	4.93272189105	2.0	1.0	1	0	1	0
+101.774461656	39659.5976562	15.3945444919	1	0.1	nan	1.0	1.0	1	0	0	0
+101.774756214	27996.7070312	11.4500128305	1	0.1	nan	1.0	1.0	1	0	0	0
+101.775223997	29176.7802734	11.2965104593	2	0.2	4.86114296476	2.0	1.0	1	0	1	0
+101.775895949	28494.4648438	10.6053604475	1	0.1	nan	1.0	1.0	1	0	0	0
+101.776230073	35452.1953125	13.7415439949	2	0.2	6.33353983854	2.0	1.0	1	0	1	0
+101.776634346	31432.4414062	11.990010385	2	0.2	4.63037911522	2.0	1.0	1	0	1	0
+101.777200694	28648.8056641	11.1574371861	2	0.2	8.6734633642	2.0	1.0	1	0	1	0
+101.777861086	34541.4423828	13.0476351511	2	0.2	27.2003805059	2.0	1.0	1	0	0	0
+101.778316176	33541.15625	12.7971980864	1	0.1	nan	1.0	1.0	1	0	0	0
+101.778950382	30378.1269531	11.465730304	3	0.3	5.6452635977	3.0	1.0	1	0	1	0
+101.77924867	33468.6142578	12.514458002	2	0.2	28.6592456843	2.0	1.0	1	0	0	0
+101.77964831	31006.5864258	11.9330965986	4	0.4	22.4750843872	4.0	1.0	1	0	0	0
+101.77999156	30660.2265625	11.6980163048	1	0.1	nan	1.0	1.0	1	0	0	0
+101.7802938	27678.9160156	10.7373559474	3	0.3	3.67107118461	3.0	1.0	1	0	1	0
+101.780889738	28330.7539062	10.7263414054	3	0.3	7.43916580344	3.0	1.0	1	0	1	0
+101.781166737	30922.6103516	12.1240743046	2	0.2	17.8866562173	2.0	1.0	1	0	1	0
+101.781573867	30871.9589844	12.0861630787	3	0.3	18.135680603	3.0	1.0	1	0	1	0
+101.782027196	37854.2391183	14.4745642608	7	0.7	15.191408057	7.0	1.0	1	0	1	0
+101.782258282	36488.1171875	14.558147767	1	0.1	nan	1.0	1.0	1	0	0	0
+101.78255315	31276.8271484	11.9478572064	4	0.4	14.2901695006	4.0	1.0	1	0	1	0
+101.782960793	35079.5397135	13.2258264528	3	0.3	18.8259928443	3.0	1.0	1	0	1	0
+101.783306568	27601.1855469	10.4869504452	2	0.2	4.12336147226	2.0	1.0	1	0	1	0
+101.783551695	30512.7109375	11.4780957032	4	0.4	11.3320608671	4.0	1.0	1	0	1	0
+101.783934368	36408.4873047	14.1709914265	6	0.6	23.7479821355	6.0	1.0	1	0	0	0
+101.784513206	36275.29375	13.982735417	5	0.5	17.9177469008	5.0	1.0	1	0	1	0
+101.784794482	28211.6201172	11.2276749833	2	0.2	10.9236493644	2.0	1.0	1	0	1	0
+101.78503503	27375.6393229	10.5444074502	3	0.3	3.54293968257	3.0	1.0	1	0	1	0
+101.785241914	28881.3115234	11.2929617899	2	0.2	12.2007937569	2.0	1.0	1	0	1	0
+101.785521731	31990.8730469	11.906689301	1	0.1	nan	1.0	1.0	1	0	0	0
+101.78587928	38187.5950521	14.6534414982	3	0.3	25.6294976936	3.0	1.0	1	0	0	0
+101.786192531	34321.7460938	13.6299055809	1	0.1	nan	1.0	1.0	1	0	0	0
+101.786403562	28921.0570312	11.151531328	5	0.5	10.4107435987	5.0	1.0	1	0	1	0
+101.786776769	30197.3951823	11.0918968169	3	0.3	10.9584261249	3.0	1.0	1	0	1	0
+101.78709869	25948.7089844	10.3047919659	1	0.1	nan	1.0	1.0	1	0	0	0
+101.787960585	30159.4296875	11.5069436786	1	0.1	nan	1.0	1.0	1	0	0	0
+101.788209622	28098.8203125	10.9070329765	1	0.1	nan	1.0	1.0	1	0	0	0
+101.788779334	36877.4960938	13.7254424893	1	0.1	nan	1.0	1.0	1	0	0	0
+101.789142045	25685.3710938	10.2002148102	1	0.1	nan	1.0	1.0	1	0	0	0
+101.789393072	33440.5078125	12.9804994446	1	0.1	nan	1.0	1.0	1	0	0	0
+101.789979587	30370.3769531	12.1172718546	1	0.1	nan	1.0	1.0	1	0	0	0
+101.792263999	28546.9765625	11.3334774309	1	0.1	nan	1.0	1.0	1	0	0	0
+103.038954516	32797.6232639	12.6164363987	9	0.9	13.3224048039	9.0	1.0	1	1	1	1
+104.106978239	25770.8183594	10.0033795921	1	0.1	nan	1.0	1.0	1	0	0	0
+112.052302597	121733.801562	46.9193741115	10	1.0	6.21722884493	10.0	1.0	1	1	1	1
+114.066182793	60262.403125	23.1806317936	10	1.0	7.02708067277	10.0	1.0	1	1	1	1
+116.070603392	31275.6937934	12.0184909928	9	0.9	12.993820821	9.0	1.0	1	1	1	1
+118.08569842	26717.422526	10.2946460729	3	0.3	9.8017899619	3.0	1.0	1	0	1	0
+118.086255296	323197.540625	124.265641939	10	1.0	5.886612596	10.0	1.0	1	1	1	1
+118.086654839	27104.4546875	10.4330709922	5	0.5	3.14901670751	5.0	1.0	1	0	1	0
+123.013845356	39253.1345703	15.06389601	10	1.0	13.5618723162	10.0	1.0	1	1	1	1
+123.055297502	31510.9865723	12.2482251026	8	0.8	13.7679133057	8.0	1.0	1	1	1	1
+126.021931211	27008.9921875	10.7228799771	1	0.1	nan	1.0	1.0	1	0	0	0
+128.010840885	32085.1751302	12.3165216688	9	0.9	23.440879083	9.0	1.0	1	1	0	0
+128.994860012	32113.2832031	12.4074150744	6	0.6	14.1768452696	6.0	1.0	1	0	1	0
+130.049215993	37624.1371528	14.588705291	9	0.9	14.4178987898	9.0	1.0	1	1	1	1
+130.049876889	147514.230469	56.8812925301	10	1.0	9.67101592345	10.0	1.0	1	1	1	1
+131.009839484	30733.4636719	11.7955759393	10	1.0	11.1927166935	10.0	1.0	1	1	1	1
+131.010521887	93111.3210937	35.758377678	10	1.0	15.1018710816	10.0	1.0	1	1	1	1
+131.018942514	54322.8375	20.9180183987	10	1.0	16.2439372357	10.0	1.0	1	1	1	1
+132.074591092	34920.3964844	13.4405903912	10	1.0	9.39074188168	10.0	1.0	1	1	1	1
+132.075013619	80519.4710938	30.9744155312	10	1.0	7.56550454748	10.0	1.0	1	1	1	1
+132.075574261	424352.515625	163.278684085	10	1.0	3.63375784894	10.0	1.0	1	1	1	1
+132.076109332	1927520.625	741.681781563	10	1.0	2.63465129636	10.0	1.0	1	1	1	1
+132.076669638	19582926.8	7537.21683915	10	1.0	3.88024463677	10.0	1.0	1	1	1	1
+132.077197703	2238931.725	861.641794933	10	1.0	3.3984460211	10.0	1.0	1	1	1	1
+132.078013368	48363.871875	18.650830993	5	0.5	6.04062242534	5.0	1.0	1	0	1	0
+132.078371184	28818.4515625	11.0800058153	10	1.0	6.44695117975	18.0	0.2	1	1	1	1
+132.078689949	26779.0410156	10.3171932876	4	0.4	6.03387645319	4.0	1.0	1	0	1	0
+132.101253754	74106.5054687	28.505300624	10	1.0	7.47559924556	10.0	1.0	1	1	1	1
+132.101915057	244051.21875	93.8495694361	10	1.0	7.31852215201	10.0	1.0	1	1	1	1
+133.034596084	39359.6835938	14.6492883407	1	0.1	nan	1.0	1.0	1	0	0	0
+133.073132106	33301.225	12.8258139675	10	1.0	12.730113568	10.0	1.0	1	1	1	1
+133.073804849	126845.666406	48.8488904298	10	1.0	7.21712330164	10.0	1.0	1	1	1	1
+133.078935035	39275.7597656	15.1181373383	10	1.0	5.40754781314	10.0	1.0	1	1	1	1
+133.079469203	145155.9875	55.8851759579	10	1.0	3.89958675896	10.0	1.0	1	1	1	1
+133.080116687	559205.71875	215.1859802	10	1.0	3.46035590317	10.0	1.0	1	1	1	1
+133.080633754	49866.2903646	19.3777723356	6	0.6	4.58366951761	6.0	1.0	1	0	1	0
+133.105280127	27935.4550781	10.3973024934	1	0.1	nan	1.0	1.0	1	0	0	0
+134.081000219	59811.684375	23.0885194725	10	1.0	10.9476821707	10.0	1.0	1	1	1	1
+134.996426657	31809.9726562	11.8393599492	1	0.1	nan	1.0	1.0	1	0	0	0
+135.002861285	52213.2132812	20.1092627261	10	1.0	15.1407930625	10.0	1.0	1	1	1	1
+136.046911654	28072.8763021	10.9117326034	3	0.3	5.4783785494	3.0	1.0	1	0	1	0
+136.047425251	65101.6636719	25.0481735733	10	1.0	12.832147126	10.0	1.0	1	1	1	1
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+569.354380216	12734.9169922	11.129817199	1	0.0769230769231	nan	1.0	1.0	1	0	0	0
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+569.364494486	270752.489583	273.994306647	12	0.923076923077	31.5408135643	12.0	1.0	1	1	0	0
+570.368630497	69826.3069661	70.5867330323	12	0.923076923077	30.2617639045	12.0	1.0	1	1	0	0
+571.363307811	16605.4855291	16.750858235	11	0.846153846154	25.8577712847	11.0	1.0	1	1	0	0
+571.371175817	13015.6262207	13.2601168035	4	0.307692307692	17.5913736199	4.0	1.0	1	0	1	0
+583.341042869	6064.60498047	18.8079631255	1	0.0769230769231	nan	1.0	1.0	1	0	0	0
+585.35631426	3621.07104492	11.229910424	1	0.0769230769231	nan	1.0	1.0	1	0	0	0
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC18_rep02_281.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,502 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	rsd_flag	flags
+98.9955003428	105195.025	39.8878170701	10	1.0	6.59810533669	10.0	1.0	1	1	1	1
+101.75276154	30539.2851562	10.905372815	1	0.1	nan	1.0	1.0	1	0	0	0
+101.754367433	28890.609375	11.6182835689	1	0.1	nan	1.0	1.0	1	0	0	0
+101.764014372	34162.859375	13.7385052212	1	0.1	nan	1.0	1.0	1	0	0	0
+101.766739909	30527.2636719	10.9860538077	1	0.1	nan	1.0	1.0	1	0	0	0
+101.773634898	26218.9941406	10.5439004371	1	0.1	nan	1.0	1.0	1	0	0	0
+101.774158597	27432.5058594	10.7123940664	1	0.1	nan	1.0	1.0	1	0	0	0
+101.77479808	28445.8359375	11.1080994814	1	0.1	nan	1.0	1.0	1	0	0	0
+101.77622332	24926.2285156	10.1709657094	1	0.1	nan	1.0	1.0	1	0	0	0
+101.776969969	44213.7421875	15.9114998296	1	0.1	nan	1.0	1.0	1	0	0	0
+101.777243997	50399.2695312	17.9972393274	1	0.1	nan	1.0	1.0	1	0	0	0
+101.777609701	29847.8076172	11.0422023469	2	0.2	5.27400798004	2.0	1.0	1	0	1	0
+101.778082594	31667.015625	11.2058317141	1	0.1	nan	1.0	1.0	1	0	0	0
+101.778680373	29145.5693359	11.1875235601	2	0.2	1.0772498522	2.0	1.0	1	0	1	0
+101.779140226	33941.5546875	12.1203003245	1	0.1	nan	1.0	1.0	1	0	0	0
+101.779433995	30815.0498047	11.6000745156	4	0.4	22.1207317469	4.0	1.0	1	0	0	0
+101.779687104	28044.1464844	11.4432093914	1	0.1	nan	1.0	1.0	1	0	0	0
+101.779918096	32491.3808594	12.3725593366	2	0.2	1.45184918827	2.0	1.0	1	0	1	0
+101.780229878	27883.6722656	10.7421722127	5	0.5	3.43273939094	5.0	1.0	1	0	1	0
+101.78051274	30596.7617188	12.4847854165	1	0.1	nan	1.0	1.0	1	0	0	0
+101.780756311	28322.0390625	10.9058683901	3	0.3	7.9747057008	3.0	1.0	1	0	1	0
+101.781017275	33226.3365885	12.7279935689	3	0.3	13.844035819	3.0	1.0	1	0	1	0
+101.781353915	27153.9111328	10.6442155128	2	0.2	5.90577076511	2.0	1.0	1	0	1	0
+101.781614302	36071.9811198	13.9365635497	3	0.3	11.0625394324	3.0	1.0	1	0	1	0
+101.781947285	27553.6630859	10.8040550405	2	0.2	4.41475486157	2.0	1.0	1	0	1	0
+101.782251699	35701.7200521	13.7986133762	3	0.3	15.2782118111	3.0	1.0	1	0	1	0
+101.782674676	33287.2285156	12.8201347285	3	0.3	28.5859542575	3.0	1.0	1	0	0	0
+101.782953806	40894.3466797	15.2835919484	2	0.2	34.0556867686	2.0	1.0	1	0	0	0
+101.783287539	39964.2141927	15.3298108622	3	0.3	25.1667853997	3.0	1.0	1	0	0	0
+101.783528904	30674.2683594	11.5708923083	5	0.5	8.34030148482	5.0	1.0	1	0	1	0
+101.783882843	34914.7922363	13.4241963862	4	0.4	11.5339168261	5.0	0.75	1	0	1	0
+101.784256482	34750.4316406	13.1998509703	5	0.5	19.7691709659	5.0	1.0	1	0	1	0
+101.784575479	33606.9160156	12.3984780849	2	0.2	17.1244057255	2.0	1.0	1	0	1	0
+101.784944438	31853.2285156	12.5381211926	1	0.1	nan	1.0	1.0	1	0	0	0
+101.785294854	32349.4127604	11.8645707533	3	0.3	19.7756597273	3.0	1.0	1	0	1	0
+101.785938106	38965.921875	14.0229310752	1	0.1	nan	1.0	1.0	1	0	0	0
+101.786358458	38956.2128906	14.5059944075	2	0.2	9.79223430539	2.0	1.0	1	0	1	0
+101.786682169	35778.9570312	13.8565520465	1	0.1	nan	1.0	1.0	1	0	0	0
+101.786964939	35688.1438802	13.2046161482	3	0.3	19.4507056324	3.0	1.0	1	0	1	0
+101.787406079	31191.765625	11.676092086	4	0.4	11.8155889192	4.0	1.0	1	0	1	0
+101.787705541	33206.3476562	11.7505466282	1	0.1	nan	1.0	1.0	1	0	0	0
+101.788100749	29326.3574219	10.4722444994	1	0.1	nan	1.0	1.0	1	0	0	0
+101.788418605	28416.1757812	10.1472247725	1	0.1	nan	1.0	1.0	1	0	0	0
+101.78905991	29285.2545573	11.3091367828	3	0.3	10.6995390912	3.0	1.0	1	0	1	0
+101.789686482	37412.0429688	13.4637261148	1	0.1	nan	1.0	1.0	1	0	0	0
+101.791298447	34742.8476562	13.4552853615	1	0.1	nan	1.0	1.0	1	0	0	0
+101.791607824	29195.8457031	10.5069073764	1	0.1	nan	1.0	1.0	1	0	0	0
+101.792256332	36285.1484375	13.0581829227	1	0.1	nan	1.0	1.0	1	0	0	0
+101.792940385	27393.984375	11.0164197099	1	0.1	nan	1.0	1.0	1	0	0	0
+101.79346014	28069.421875	10.9611097828	1	0.1	nan	1.0	1.0	1	0	0	0
+103.038946988	35461.047092	13.5503996593	9	0.9	6.66940434852	9.0	1.0	1	1	1	1
+104.106972792	32719.71875	11.578345948	1	0.1	nan	1.0	1.0	1	0	0	0
+112.052302518	99066.0578125	37.4212991388	10	1.0	18.341407016	10.0	1.0	1	1	1	1
+113.020916946	31238.1226563	11.9564700224	5	0.5	15.3884728056	5.0	1.0	1	0	1	0
+114.066190866	59329.4984375	22.5296136854	10	1.0	7.55670866511	10.0	1.0	1	1	1	1
+115.036563181	30129.7592773	11.2642351201	4	0.4	15.9470779237	4.0	1.0	1	0	1	0
+116.07060497	32177.6479492	12.2570548549	8	0.8	9.9090101818	8.0	1.0	1	1	1	1
+118.086258315	265445.934375	100.28622518	10	1.0	11.2351158612	10.0	1.0	1	1	1	1
+118.086644671	29010.484375	10.5228152066	1	0.1	nan	1.0	1.0	1	0	0	0
+123.013854821	61110.4	23.1626018641	10	1.0	11.0061303761	10.0	1.0	1	1	1	1
+123.055298151	32770.494873	12.440123219	8	0.8	13.0454614078	8.0	1.0	1	1	1	1
+128.010841202	46005.8816406	17.5186813255	10	1.0	15.1369669796	10.0	1.0	1	1	1	1
+128.994866355	69108.7714844	26.24532566	10	1.0	10.3693689638	10.0	1.0	1	1	1	1
+130.049215241	50969.1054688	19.4340806546	10	1.0	21.3457288598	10.0	1.0	1	1	0	0
+130.049880977	206913.4375	78.6919732786	10	1.0	14.0843335105	10.0	1.0	1	1	1	1
+130.086253663	27533.9047852	10.7893405136	4	0.4	7.35823727912	4.0	1.0	1	0	1	0
+131.009844575	43909.8675781	16.7471403414	10	1.0	14.7502187398	10.0	1.0	1	1	1	1
+131.010518639	144622.954687	54.8481542878	10	1.0	9.18964994752	10.0	1.0	1	1	1	1
+131.018945407	59595.2875	22.5483100895	10	1.0	18.8001085036	10.0	1.0	1	1	1	1
+131.053268271	27333.4257812	10.3995349652	1	0.1	nan	1.0	1.0	1	0	0	0
+132.074586665	37979.2322266	14.4234507497	10	1.0	7.01236679943	10.0	1.0	1	1	1	1
+132.075012694	88095.5492188	33.4304000914	10	1.0	8.70066982197	10.0	1.0	1	1	1	1
+132.075574565	459364.734375	174.305422263	10	1.0	5.74608130557	10.0	1.0	1	1	1	1
+132.076109771	2072326.0	785.785720923	10	1.0	5.28093683213	10.0	1.0	1	1	1	1
+132.076665584	21277689.6	8070.19087945	10	1.0	4.94151013657	10.0	1.0	1	1	1	1
+132.077191105	2412628.875	914.90487903	10	1.0	5.06231513783	10.0	1.0	1	1	1	1
+132.078017689	49354.124442	18.5992857395	7	0.7	4.69295690096	7.0	1.0	1	0	1	0
+132.078381022	31241.6692383	11.8450680311	10	1.0	4.10854134964	19.0	0.1	1	1	1	1
+132.078837801	27962.2089844	10.5640623933	5	0.5	5.19233950883	6.0	0.8	1	0	1	0
+132.101252807	77308.0789062	29.1959257268	10	1.0	11.9409993978	10.0	1.0	1	1	1	1
+132.101910073	281453.434375	106.431388543	10	1.0	9.24693571976	10.0	1.0	1	1	1	1
+132.102458434	28293.7460938	10.5976937739	2	0.2	5.1112467862	2.0	1.0	1	0	1	0
+133.03458162	29111.2890625	11.7070293324	1	0.1	nan	1.0	1.0	1	0	0	0
+133.073124296	35108.8185547	13.2854651276	10	1.0	13.6189253421	10.0	1.0	1	1	1	1
+133.073802156	129316.69375	49.0074042277	10	1.0	11.1024151812	10.0	1.0	1	1	1	1
+133.07893431	41759.0179687	15.8256925931	10	1.0	5.56262491073	10.0	1.0	1	1	1	1
+133.079463933	149480.950781	56.578886518	10	1.0	7.35908447378	10.0	1.0	1	1	1	1
+133.080114073	599436.9	227.496221246	10	1.0	5.34351985822	10.0	1.0	1	1	1	1
+133.080627899	55322.9967448	20.6572960007	6	0.6	9.54234735606	6.0	1.0	1	0	1	0
+134.04479146	28439.7527344	10.7520286355	5	0.5	2.65489259017	5.0	1.0	1	0	1	0
+134.080995842	64760.9363281	24.5423456769	10	1.0	8.38696719867	10.0	1.0	1	1	1	1
+135.002849275	47531.7816406	17.8694045956	10	1.0	22.6936889519	10.0	1.0	1	1	0	0
+136.046908959	28337.0	10.1978287375	1	0.1	nan	1.0	1.0	1	0	0	0
+136.047428111	57744.8765625	21.8462221376	10	1.0	12.6091020068	10.0	1.0	1	1	1	1
+136.048124687	390414.8625	147.573116775	10	1.0	11.9878890148	10.0	1.0	1	1	1	1
+136.04869325	34207.2396763	12.8111544997	7	0.7	11.1836266296	7.0	1.0	1	0	1	0
+136.061765578	66753.0652344	25.2972126657	10	1.0	7.51813742957	10.0	1.0	1	1	1	1
+136.940048006	69223.6085938	26.0724083615	10	1.0	20.5478108736	10.0	1.0	1	1	0	0
+137.045076181	34138.4605035	12.8563307431	9	0.9	13.383351208	9.0	1.0	1	1	1	1
+137.045785291	218544.851562	82.9068656499	10	1.0	5.49491847463	10.0	1.0	1	1	1	1
+139.015610056	85210.0375	32.2477640624	10	1.0	10.1355392041	10.0	1.0	1	1	1	1
+140.066919045	39790.3580729	14.9645602416	9	0.9	18.0810570296	9.0	1.0	1	1	1	1
+140.067481573	101853.248828	38.3006637702	10	1.0	26.246711411	10.0	1.0	1	1	0	0
+140.068194279	665724.24375	250.582607551	10	1.0	25.9588593407	10.0	1.0	1	1	0	0
+140.068707298	72229.6015625	26.0037227723	3	0.3	8.17992335243	3.0	1.0	1	0	1	0
+141.015861184	94762.10625	35.7144261721	10	1.0	18.6092415042	10.0	1.0	1	1	1	1
+141.071588012	30919.9301215	11.6301568953	9	0.9	18.2909964968	9.0	1.0	1	1	1	1
+141.088619643	30387.2044271	11.5358096641	3	0.3	21.4035712695	3.0	1.0	1	0	0	0
+144.101946897	60664.4824219	23.0083748567	10	1.0	8.92706911825	10.0	1.0	1	1	1	1
+146.116760736	41128.8648003	15.4533038187	9	0.9	20.2878659813	9.0	1.0	1	1	0	0
+146.11759706	237425.435938	89.4954116681	10	1.0	17.911758554	10.0	1.0	1	1	1	1
+146.165225245	32218.8413628	12.2736312076	9	0.9	11.3156286086	9.0	1.0	1	1	1	1
+147.075018482	81222.5382813	30.7538811348	10	1.0	6.6145788902	10.0	1.0	1	1	1	1
+147.075636339	281248.75625	106.446107942	10	1.0	8.4993115578	10.0	1.0	1	1	1	1
+147.076392509	1810142.4875	684.801892276	10	1.0	9.16366075192	10.0	1.0	1	1	1	1
+147.076958273	148638.888889	56.0503391984	9	0.9	6.9439928681	9.0	1.0	1	1	1	1
+147.11284622	45470.4683594	17.1616087272	10	1.0	16.1949218148	10.0	1.0	1	1	1	1
+148.002467745	32241.7232422	12.1890714397	10	1.0	11.2859405169	10.0	1.0	1	1	1	1
+148.003077487	83091.2726563	31.3665105503	10	1.0	16.1859959656	10.0	1.0	1	1	1	1
+148.003911322	495809.69375	187.036214402	10	1.0	14.7499762946	10.0	1.0	1	1	1	1
+148.004529452	40283.1470703	15.202857459	10	1.0	14.6040733327	10.0	1.0	1	1	1	1
+148.059009552	38628.1253906	14.6193164217	10	1.0	8.19895582439	10.0	1.0	1	1	1	1
+148.05963186	100650.574219	38.067676777	10	1.0	9.89035267383	10.0	1.0	1	1	1	1
+148.060462179	610304.00625	230.847865087	10	1.0	8.23398111489	10.0	1.0	1	1	1	1
+148.061101164	50974.3613281	19.3046962813	10	1.0	7.85142869009	10.0	1.0	1	1	1	1
+148.079819273	59324.56875	22.4451542245	10	1.0	11.0980613933	10.0	1.0	1	1	1	1
+149.063836507	25649.5175781	10.0962060963	1	0.1	nan	1.0	1.0	1	0	0	0
+150.976845126	66161.29375	24.9268825833	10	1.0	24.6279616353	10.0	1.0	1	1	0	0
+152.022112417	48947.9796875	18.5511539905	10	1.0	19.0720085971	10.0	1.0	1	1	1	1
+156.040533446	28870.3959961	10.6438462366	4	0.363636363636	2.19166803115	4.0	1.0	1	0	1	0
+156.041278949	91289.3586648	36.0811330602	11	1.0	28.082679757	11.0	1.0	1	1	0	0
+156.042082662	708928.465909	280.889304055	11	1.0	26.4155363133	11.0	1.0	1	1	0	0
+156.076750234	36888.2244318	15.1953601048	11	1.0	7.87197263401	11.0	1.0	1	1	1	1
+156.989760037	49130.0843395	19.8280197767	11	1.0	17.6432399867	11.0	1.0	1	1	1	1
+157.045479329	38132.5653212	14.4321681142	9	0.818181818182	10.4003027736	9.0	1.0	1	1	1	1
+158.040250032	50926.534446	20.1151154952	11	1.0	29.593753736	11.0	1.0	1	1	0	0
+158.921983338	29269.1875	11.1883099196	6	0.545454545455	6.52320856606	6.0	1.0	1	0	1	0
+159.013828504	44495.5337358	18.1785812199	11	1.0	11.7488862833	11.0	1.0	1	1	1	1
+159.02772663	26608.8995536	11.2671252103	7	0.636363636364	16.005220381	7.0	1.0	1	0	1	0
+160.133196734	56873.5578835	23.085902423	11	1.0	18.1881944761	11.0	1.0	1	1	1	1
+161.128428916	50138.9815341	20.6721914692	11	1.0	6.9977336474	11.0	1.0	1	1	1	1
+162.110681005	73255.7908381	29.4604259898	11	1.0	17.500150107	11.0	1.0	1	1	1	1
+162.111563282	533577.1875	197.098741996	1	0.0909090909091	nan	1.0	1.0	1	0	0	0
+162.112335591	3840986.25	1541.48340679	11	1.0	19.0257520365	11.0	1.0	1	1	1	1
+162.113080305	329256.454545	132.088707884	11	1.0	19.4715484497	11.0	1.0	1	1	1	1
+163.04514207	24160.2339844	11.0666868093	5	0.454545454545	12.5020420758	5.0	1.0	1	0	1	0
+163.114850624	28112.134375	11.3564121962	10	0.909090909091	19.0621012263	10.0	1.0	1	1	1	1
+163.115810476	211756.143466	85.0362052211	11	1.0	18.7850316263	11.0	1.0	1	1	1	1
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+469.410697805	24736.2220052	22.8004051387	12	1.0	9.36354030964	12.0	1.0	1	1	1	1
+470.013961919	13971.4234212	12.9048652339	12	1.0	12.9904720334	12.0	1.0	1	1	1	1
+471.061158846	11597.2336426	11.1680458234	4	0.333333333333	13.0006476856	4.0	1.0	1	0	1	0
+471.13287472	20013.4053548	18.5041428501	12	1.0	10.8702971475	12.0	1.0	1	1	1	1
+475.373645251	11219.5257161	10.762528866	3	0.25	13.5949880661	3.0	1.0	1	0	1	0
+476.227431918	16409.7235514	15.2040200308	12	1.0	7.65767956559	12.0	1.0	1	1	1	1
+476.332613368	10374.1567383	10.5939290925	2	0.166666666667	6.00236948754	2.0	1.0	1	0	1	0
+477.402230081	11103.116862	10.5954005222	3	0.25	5.1135364026	3.0	1.0	1	0	1	0
+483.075402476	21461.9446615	19.8557163737	12	1.0	8.27802549494	12.0	1.0	1	1	1	1
+483.94481558	14014.3958333	12.9601525538	12	1.0	9.43168740956	12.0	1.0	1	1	1	1
+484.32398358	14268.9295247	13.0875905851	12	1.0	16.5995103734	12.0	1.0	1	1	1	1
+500.238458363	15628.0727095	14.4207328496	11	0.916666666667	18.2984798802	11.0	1.0	1	1	1	1
+505.261937675	10423.2527521	17.5127507736	11	1.0	13.0153623458	11.0	1.0	1	1	1	1
+509.017042686	7498.36132812	11.4268374692	1	0.0909090909091	nan	1.0	1.0	1	0	0	0
+511.040441758	13731.3087713	23.1893696596	11	1.0	7.46922752777	11.0	1.0	1	1	1	1
+511.096221839	7284.68115234	12.4296125704	8	0.727272727273	11.9239908884	8.0	1.0	1	0	1	0
+517.011673392	10351.0674716	17.4434018515	11	1.0	13.9943010293	11.0	1.0	1	1	1	1
+517.395387724	58885.0735085	99.3675059802	11	1.0	6.85649011235	11.0	1.0	1	1	1	1
+518.248993348	105183.324574	177.675805811	11	1.0	3.26174657258	11.0	1.0	1	1	1	1
+518.398750967	15562.1448864	26.2360279183	11	1.0	9.7332470975	11.0	1.0	1	1	1	1
+519.252526021	27310.9119318	46.0430403628	11	1.0	7.03664628753	11.0	1.0	1	1	1	1
+519.294600685	6027.68164062	10.8196560675	1	0.0909090909091	nan	1.0	1.0	1	0	0	0
+523.350445018	9855.8729581	16.5846682536	11	1.0	13.7429565986	11.0	1.0	1	1	1	1
+525.386931175	21546.167081	36.2809696318	11	1.0	8.29585146259	11.0	1.0	1	1	1	1
+526.24040852	6168.62182617	10.4350091784	2	0.181818181818	3.8389224947	2.0	1.0	1	0	1	0
+526.390248529	6084.11783854	10.6372653862	3	0.272727272727	13.3264322281	3.0	1.0	1	0	1	0
+527.070102253	10540.4025213	17.8107774914	11	1.0	9.46664767552	11.0	1.0	1	1	1	1
+527.18262756	13231.3795277	22.3733477257	11	1.0	5.58588512602	11.0	1.0	1	1	1	1
+532.094901902	6681.68486328	11.2754053697	5	0.454545454545	12.6013527354	5.0	1.0	1	0	1	0
+532.290007247	7395.83235677	11.7493163567	3	0.272727272727	10.5350146706	3.0	1.0	1	0	1	0
+532.395064403	10316.4133523	17.3205199143	11	1.0	11.8195026023	11.0	1.0	1	1	1	1
+533.022480491	9362.15842507	15.7135415219	11	1.0	14.6391794377	11.0	1.0	1	1	1	1
+533.248880974	11024.3902699	18.5778639215	11	1.0	8.9612336451	11.0	1.0	1	1	1	1
+537.394239189	16133.5578835	27.1944289038	11	1.0	8.67490708379	11.0	1.0	1	1	1	1
+538.397623879	6310.35432943	10.8928300579	3	0.272727272727	10.3944511899	3.0	1.0	1	0	1	0
+541.120285368	6217.83268229	10.7392545865	6	0.545454545455	8.16090428449	6.0	1.0	1	0	1	0
+541.360853728	9840.31014737	16.5617960499	11	1.0	17.0658572118	11.0	1.0	1	1	1	1
+542.214549955	13833.0939276	23.2472398859	11	1.0	14.8627626976	11.0	1.0	1	1	1	1
+548.284810909	50290.3334517	84.156407372	11	1.0	16.7066870303	11.0	1.0	1	1	1	1
+549.288339216	17504.1855469	29.3343120552	11	1.0	13.9400874004	11.0	1.0	1	1	1	1
+553.368006676	75660.147017	127.539921224	11	1.0	6.22240039338	11.0	1.0	1	1	1	1
+554.371471343	22812.7038352	38.4668331336	11	1.0	7.6591757306	11.0	1.0	1	1	1	1
+555.366541682	5777.16894531	10.1583989481	2	0.181818181818	1.0877414717	2.0	1.0	1	0	1	0
+557.072591562	7204.8898112	12.2076604557	9	0.818181818182	9.95295284141	9.0	1.0	1	1	1	1
+557.094067494	20473.4035866	34.5571265242	11	1.0	4.83058273385	11.0	1.0	1	1	1	1
+557.501081428	7036.88731554	11.6936490029	9	0.818181818182	6.31079727129	9.0	1.0	1	1	1	1
+558.093009006	6524.00518799	11.1820527757	8	0.727272727273	9.83998077256	8.0	1.0	1	0	1	0
+559.091271736	6666.09244792	10.5689703743	3	0.272727272727	9.39838756096	3.0	1.0	1	0	1	0
+559.150195027	14453.5308061	24.2980766806	11	1.0	13.6317320045	11.0	1.0	1	1	1	1
+561.151788331	6610.59951172	11.350024744	5	0.454545454545	6.02470840165	5.0	1.0	1	0	1	0
+563.550434356	9919.91659268	16.6673392821	11	1.0	11.8364447721	11.0	1.0	1	1	1	1
+569.362991682	11699.1627308	19.7190823488	11	1.0	8.18233132692	11.0	1.0	1	1	1	1
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_QC18_rep03_282.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,516 @@
+mz	intensity	snr	present	fraction	rsd	occurrence	purity	snr_flag	fraction_flag	rsd_flag	flags
+98.9955018765	82253.4171875	32.3056045472	10	1.0	6.15287346541	10.0	1.0	1	1	1	1
+101.752816542	25891.5410156	10.1742255293	1	0.1	nan	1.0	1.0	1	0	0	0
+101.754218528	25756.6875	10.3110174589	1	0.1	nan	1.0	1.0	1	0	0	0
+101.754919587	25550.6679688	10.2443423925	1	0.1	nan	1.0	1.0	1	0	0	0
+101.756286448	28137.671875	11.0568551849	1	0.1	nan	1.0	1.0	1	0	0	0
+101.761808201	26206.2382812	10.5071882309	1	0.1	nan	1.0	1.0	1	0	0	0
+101.764257907	31043.203125	11.902539427	1	0.1	nan	1.0	1.0	1	0	0	0
+101.764709916	28157.2539062	10.7816060363	1	0.1	nan	1.0	1.0	1	0	0	0
+101.76604175	26935.96875	10.7815407996	1	0.1	nan	1.0	1.0	1	0	0	0
+101.773779191	32049.0517578	12.5003202925	2	0.2	30.3025137535	2.0	1.0	1	0	0	0
+101.774853717	29703.9023438	11.3738283526	1	0.1	nan	1.0	1.0	1	0	0	0
+101.775724897	32451.8222656	12.801719132	2	0.2	2.45998433846	2.0	1.0	1	0	1	0
+101.775989361	30041.4648438	12.0263162139	1	0.1	nan	1.0	1.0	1	0	0	0
+101.776744944	26077.7275391	10.2208167819	2	0.2	3.93440061251	2.0	1.0	1	0	1	0
+101.777280118	30877.4101562	12.3591640782	1	0.1	nan	1.0	1.0	1	0	0	0
+101.778190548	25465.5390625	10.2595806438	1	0.1	nan	1.0	1.0	1	0	0	0
+101.778534635	31637.2353516	12.2728136594	2	0.2	17.3818789728	2.0	1.0	1	0	1	0
+101.778761095	33820.4423828	13.2334501846	2	0.2	6.3727856004	2.0	1.0	1	0	1	0
+101.779056709	28076.9778646	11.2712399148	3	0.3	10.1134357483	3.0	1.0	1	0	1	0
+101.779390808	27492.5039062	10.5712247507	2	0.2	2.45000939101	2.0	1.0	1	0	1	0
+101.779677606	32023.4150391	12.5620266032	2	0.2	10.7328284099	2.0	1.0	1	0	1	0
+101.78001236	27727.2246094	11.0990509128	2	0.2	1.92365708888	2.0	1.0	1	0	1	0
+101.780272242	26846.563151	10.6910807097	3	0.3	5.50913314507	3.0	1.0	1	0	1	0
+101.78077572	36819.7470703	14.3204001725	2	0.2	38.3451569333	2.0	1.0	1	0	0	0
+101.781204761	32145.9348958	12.5195940638	3	0.3	11.4655949358	3.0	1.0	1	0	1	0
+101.781513069	28867.2441406	11.6300628272	1	0.1	nan	1.0	1.0	1	0	0	0
+101.781797591	35060.6608073	13.8008856775	3	0.3	40.1782658178	3.0	1.0	1	0	0	0
+101.782113685	36558.3398438	14.2900247336	2	0.2	3.13333815923	2.0	1.0	1	0	1	0
+101.782446362	28779.1914062	11.1856770542	3	0.3	7.85103265396	3.0	1.0	1	0	1	0
+101.78288279	26801.1074219	10.2623282271	1	0.1	nan	1.0	1.0	1	0	0	0
+101.783146014	32216.6513672	12.9054074174	2	0.2	23.4075007222	2.0	1.0	1	0	0	0
+101.783476673	38640.4227431	15.1631323982	9	0.9	12.2442076431	10.0	0.888888888889	1	1	1	1
+101.783915992	43691.8046875	16.8845045315	3	0.3	9.34928612506	3.0	1.0	1	0	1	0
+101.784244295	39742.3022461	15.3801062435	4	0.4	31.5807320617	4.0	1.0	1	0	0	0
+101.78460321	30616.3417969	11.9643108351	3	0.3	14.4900786959	3.0	1.0	1	0	1	0
+101.784866539	28967.40625	11.4873818986	4	0.4	15.2991460899	4.0	1.0	1	0	1	0
+101.785289264	43221.4348958	16.8407428722	3	0.3	9.33429414466	3.0	1.0	1	0	1	0
+101.785663768	29719.4824219	11.8472199406	3	0.3	9.50176715786	3.0	1.0	1	0	1	0
+101.786322175	35760.6630859	14.2341880429	2	0.2	38.6535556526	2.0	1.0	1	0	0	0
+101.786704788	33950.859375	13.0173887232	1	0.1	nan	1.0	1.0	1	0	0	0
+101.786934254	26839.0322266	10.7516776602	2	0.2	2.23628380649	2.0	1.0	1	0	1	0
+101.787212144	32929.0423177	13.0572346873	3	0.3	20.5580011515	3.0	1.0	1	0	0	0
+101.787808071	27011.0058594	10.6003807255	2	0.2	10.2168326905	2.0	1.0	1	0	1	0
+101.788098057	30159.046224	11.6886824307	3	0.3	9.65353731861	3.0	1.0	1	0	1	0
+101.788369395	37268.5898438	14.4937470306	1	0.1	nan	1.0	1.0	1	0	0	0
+101.788681443	30905.546875	12.4140841201	2	0.2	8.38064828185	2.0	1.0	1	0	1	0
+101.789128193	29272.2490234	11.5572063683	2	0.2	5.10028785284	2.0	1.0	1	0	1	0
+101.789415985	31517.4433594	12.617185682	1	0.1	nan	1.0	1.0	1	0	0	0
+101.789645416	25801.3251953	10.2439643001	2	0.2	2.15481029691	2.0	1.0	1	0	1	0
+101.790781935	36028.90625	13.795715818	1	0.1	nan	1.0	1.0	1	0	0	0
+101.793184247	25052.71875	10.0292019471	1	0.1	nan	1.0	1.0	1	0	0	0
+101.793484069	32728.8242188	12.5488377953	1	0.1	nan	1.0	1.0	1	0	0	0
+101.794045685	32714.2304688	12.4404229972	1	0.1	nan	1.0	1.0	1	0	0	0
+103.038951099	31420.7470703	12.2831932994	8	0.8	11.2271312432	8.0	1.0	1	1	1	1
+104.106972356	34718.547309	13.6684608676	9	0.9	9.50979831187	9.0	1.0	1	1	1	1
+106.950558915	25346.8046875	10.2117448257	1	0.1	nan	1.0	1.0	1	0	0	0
+112.052301408	121319.276563	47.6505799697	10	1.0	7.93128740997	10.0	1.0	1	1	1	1
+113.020902661	25184.5585938	10.0819805868	1	0.1	nan	1.0	1.0	1	0	0	0
+114.066180532	56345.478125	22.1370412711	10	1.0	8.12715406759	10.0	1.0	1	1	1	1
+115.036560507	30803.1625434	12.1274953891	9	0.9	10.4745025738	9.0	1.0	1	1	1	1
+116.070603124	30844.40625	12.3861221581	2	0.2	0.584156638389	2.0	1.0	1	0	1	0
+118.085683253	27788.3974609	10.7229360318	2	0.2	1.18756326898	2.0	1.0	1	0	1	0
+118.086253461	303029.653125	119.041921428	10	1.0	5.68107956682	10.0	1.0	1	1	1	1
+118.086644386	26246.5859375	10.5056045974	1	0.1	nan	1.0	1.0	1	0	0	0
+123.013847449	39959.421875	15.709367861	10	1.0	15.2526301367	10.0	1.0	1	1	1	1
+123.055291325	28101.6925223	10.9432483288	7	0.7	9.82698856915	7.0	1.0	1	0	1	0
+128.01084304	36240.0722656	14.2128508795	9	0.9	15.1618743968	9.0	1.0	1	1	1	1
+128.994867322	42106.2285156	16.5476078839	10	1.0	12.1005451459	10.0	1.0	1	1	1	1
+130.04988049	103191.860156	40.5799729244	10	1.0	14.3653151881	10.0	1.0	1	1	1	1
+131.009835826	28866.3434245	11.3711391074	6	0.6	7.25669136681	6.0	1.0	1	0	1	0
+131.010516257	119216.401563	46.770304765	10	1.0	5.52586804733	10.0	1.0	1	1	1	1
+131.018942377	42073.8832031	16.5033795032	10	1.0	11.3032671936	10.0	1.0	1	1	1	1
+132.074588722	26793.265625	10.4392002976	4	0.4	2.22299615059	4.0	1.0	1	0	1	0
+132.075005131	61465.4195313	24.1270025484	10	1.0	3.83613040146	10.0	1.0	1	1	1	1
+132.075556464	316586.778125	124.306722391	10	1.0	3.07821782151	10.0	1.0	1	1	1	1
+132.076097405	1535896.7875	602.933342025	10	1.0	4.86285782565	10.0	1.0	1	1	1	1
+132.076679392	15176540.7	5958.8769869	10	1.0	2.26895488124	10.0	1.0	1	1	1	1
+132.07721388	1726468.0875	677.872120113	10	1.0	2.13288145399	10.0	1.0	1	1	1	1
+132.078040853	35666.2885742	13.9993467864	10	1.0	6.8921340511	12.0	0.8	1	1	1	1
+132.100770351	26158.1783854	10.3107538213	6	0.6	4.22051099818	6.0	1.0	1	0	1	0
+132.101245409	87186.665625	34.252552626	10	1.0	6.69055538152	10.0	1.0	1	1	1	1
+132.101922652	304529.38125	119.557230174	10	1.0	6.38672939453	10.0	1.0	1	1	1	1
+132.102458573	26832.1660156	10.5483145702	4	0.4	3.95665593208	4.0	1.0	1	0	1	0
+133.034600591	43419.4304687	17.0369104416	10	1.0	15.48058912	10.0	1.0	1	1	1	1
+133.073114058	27915.1767578	10.9533740512	8	0.8	7.42890742991	8.0	1.0	1	1	1	1
+133.073803693	104454.113281	41.008345421	10	1.0	8.43840662744	10.0	1.0	1	1	1	1
+133.078938295	33721.5714844	13.2412250703	10	1.0	3.88806068933	10.0	1.0	1	1	1	1
+133.079449046	111385.338281	43.7395391859	10	1.0	6.79905408724	10.0	1.0	1	1	1	1
+133.080126115	434185.19375	170.429335491	10	1.0	6.8167707831	10.0	1.0	1	1	1	1
+133.080636643	36688.8164062	14.5994360589	3	0.3	6.4832476849	3.0	1.0	1	0	1	0
+133.105283454	28313.5328776	11.1544673547	6	0.6	7.17598635353	6.0	1.0	1	0	1	0
+134.081017643	48395.24375	18.9996921762	10	1.0	12.518393119	10.0	1.0	1	1	1	1
+134.996497865	30252.2721354	11.9012233899	6	0.6	11.8657298124	6.0	1.0	1	0	1	0
+135.002882609	78457.1890625	30.8052675039	10	1.0	7.63912171122	10.0	1.0	1	1	1	1
+136.046914867	29525.5310547	11.5912593885	10	1.0	8.51173288571	10.0	1.0	1	1	1	1
+136.047433674	75649.4042969	29.7150888843	10	1.0	8.1564827992	10.0	1.0	1	1	1	1
+136.048146432	476877.08125	187.307633121	10	1.0	4.53454308579	10.0	1.0	1	1	1	1
+136.048698136	38777.8632812	15.278914269	9	0.9	8.33569734424	9.0	1.0	1	1	1	1
+136.06177895	57049.4101562	22.4185073204	10	1.0	9.90609627871	10.0	1.0	1	1	1	1
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+395.125256771	21985.0270647	14.887901967	14	1.0	10.1416995891	14.0	1.0	1	1	1	1
+395.337778287	30559.2876674	20.6725137012	14	1.0	12.6042525855	14.0	1.0	1	1	1	1
+396.250793895	20294.5919364	13.7072803584	14	1.0	9.30619953883	14.0	1.0	1	1	1	1
+396.308212541	16938.0019531	11.8934387967	1	0.0714285714286	nan	1.0	1.0	1	0	0	0
+399.144295733	17763.8181152	12.2273422429	12	0.857142857143	7.18418945689	12.0	1.0	1	1	1	1
+400.157293951	28328.2385603	19.1899507535	14	1.0	8.52508116678	14.0	1.0	1	1	1	1
+404.206512018	16605.6028054	11.4786822897	11	0.785714285714	7.28837218816	11.0	1.0	1	0	1	0
+408.007937043	15800.4879557	11.0065219354	9	0.642857142857	7.60037544454	9.0	1.0	1	0	1	0
+408.308100355	118505.991629	80.0465335388	14	1.0	5.29824360178	14.0	1.0	1	1	1	1
+409.056847769	14340.5090332	10.3263700974	4	0.285714285714	6.9619187396	4.0	1.0	1	0	1	0
+409.161838817	108976.592076	73.5966959956	14	1.0	5.44780232693	14.0	1.0	1	1	1	1
+409.311494491	25704.4243862	17.3183594647	14	1.0	8.65569365756	14.0	1.0	1	1	1	1
+410.165267833	23862.0637556	16.1004003526	14	1.0	9.35169357013	14.0	1.0	1	1	1	1
+411.332909914	14774.5126953	10.3006759071	1	0.0714285714286	nan	1.0	1.0	1	0	0	0
+413.348348617	18813.6478097	12.7312216734	14	1.0	13.4226019654	14.0	1.0	1	1	1	1
+413.373357959	13691.9658203	10.1830304953	1	0.0714285714286	nan	1.0	1.0	1	0	0	0
+414.188432099	13481.5664062	10.0480198964	1	0.0714285714286	nan	1.0	1.0	1	0	0	0
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+416.084421463	17715.6056941	12.00144941	13	0.928571428571	9.3448475033	13.0	1.0	1	1	1	1
+424.276520096	16824.737793	11.1825951759	2	0.142857142857	17.88316302	2.0	1.0	1	0	1	0
+424.281813121	313285.104911	211.507595883	14	1.0	4.51739261743	14.0	1.0	1	1	1	1
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+425.12556656	17425.0685096	11.884425416	13	0.928571428571	4.1969573438	13.0	1.0	1	1	1	1
+425.135321586	1206326.00893	815.55161085	14	1.0	3.05209365844	14.0	1.0	1	1	1	1
+425.28539179	58926.1975446	39.7626195409	14	1.0	6.67958668773	14.0	1.0	1	1	1	1
+426.133656148	14873.855957	10.4480826137	2	0.142857142857	13.0331911238	2.0	1.0	1	0	1	0
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+426.280239479	15950.8683811	10.8242069682	9	0.642857142857	6.23892717904	9.0	1.0	1	0	1	0
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+427.143002748	21268.367327	14.3640977646	14	1.0	8.26255528557	14.0	1.0	1	1	1	1
+428.137237234	15897.0814887	11.0841376844	9	0.642857142857	6.91307051202	9.0	1.0	1	0	1	0
+429.239842541	15535.6704102	11.0052928326	6	0.428571428571	4.20022386548	6.0	1.0	1	0	1	0
+437.138608645	14773.8786133	11.1170929261	10	0.769230769231	8.00584880196	10.0	1.0	1	0	1	0
+440.299145286	13394.3632812	10.6311628707	1	0.0769230769231	nan	1.0	1.0	1	0	0	0
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+445.249201436	31234.961238	23.6953096262	13	1.0	8.25525545776	13.0	1.0	1	1	1	1
+445.374336223	14410.578125	11.26905308	1	0.0769230769231	nan	1.0	1.0	1	0	0	0
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+454.040051809	24865.109375	18.8426216711	13	1.0	7.19841378722	13.0	1.0	1	1	1	1
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+461.962919788	28698.8028846	21.7674879109	13	1.0	6.56958941337	13.0	1.0	1	1	1	1
+462.3362675	14515.4294085	11.1345111902	7	0.538461538462	9.43263290148	7.0	1.0	1	0	1	0
+469.324316683	24181.4894832	18.3737468455	13	1.0	8.82738128755	13.0	1.0	1	1	1	1
+469.410717912	29447.5940505	22.3524746178	13	1.0	6.33085529148	13.0	1.0	1	1	1	1
+470.01393456	13961.4881185	10.6943429215	6	0.461538461538	5.61418182227	6.0	1.0	1	0	1	0
+471.132834053	31205.1251502	23.6686767342	13	1.0	8.71263907715	13.0	1.0	1	1	1	1
+475.373650385	14369.7533053	10.8967570034	13	1.0	7.00119658806	13.0	1.0	1	1	1	1
+476.227412604	31656.3760517	24.02462605	13	1.0	5.46175098475	13.0	1.0	1	1	1	1
+476.332564988	18679.5519832	14.1717911041	13	1.0	7.72689448793	13.0	1.0	1	1	1	1
+477.402228388	13104.4628906	10.1353250288	4	0.307692307692	3.17596266349	4.0	1.0	1	0	1	0
+479.335351328	23929.1612079	18.1588161976	13	1.0	10.3583551255	13.0	1.0	1	1	1	1
+483.075367765	20066.8354117	15.208160572	13	1.0	9.78304189016	13.0	1.0	1	1	1	1
+483.944781103	15882.2128092	12.0898893708	12	0.923076923077	8.00667256403	12.0	1.0	1	1	1	1
+484.323965443	23872.2570613	18.1137685434	13	1.0	11.1981541253	13.0	1.0	1	1	1	1
+500.238504113	21257.1041166	16.1225970151	13	1.0	9.241257442	13.0	1.0	1	1	1	1
+515.4136078	36283.1726888	29.369040788	12	1.0	9.03469630991	12.0	1.0	1	1	1	1
+516.416815349	12595.25	10.2927703416	1	0.0833333333333	nan	1.0	1.0	1	0	0	0
+517.39689354	30616.8448893	24.7766903122	12	1.0	8.82359223479	12.0	1.0	1	1	1	1
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+519.253728045	22066.3911133	17.8684123223	12	1.0	10.7191842607	12.0	1.0	1	1	1	1
+525.388132737	15696.7854492	12.7639290434	10	0.833333333333	10.0342555491	10.0	1.0	1	1	1	1
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+531.408500663	40791.1002604	33.0000751019	12	1.0	7.47053751386	12.0	1.0	1	1	1	1
+532.396532917	13721.2759487	11.1299306613	7	0.583333333333	7.38088400703	7.0	1.0	1	0	1	0
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+533.250121476	17501.6283366	14.1711024348	12	1.0	9.86941751811	12.0	1.0	1	1	1	1
+537.378201078	17923.1425781	14.5051092139	12	1.0	2.36171526965	12.0	1.0	1	1	1	1
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+537.394657078	467248.5625	378.158349305	12	1.0	4.59387768354	12.0	1.0	1	1	1	1
+538.398718011	132274.787109	107.02207848	12	1.0	4.24742794442	12.0	1.0	1	1	1	1
+539.391314047	14383.7193359	11.6721098931	10	0.833333333333	4.90392324519	10.0	1.0	1	1	1	1
+539.402137231	17437.1387533	14.1055253591	12	1.0	7.50757387276	12.0	1.0	1	1	1	1
+541.362063516	13806.1095378	11.2218171206	6	0.5	8.16933574886	6.0	1.0	1	0	1	0
+542.215893988	17626.9007975	14.2694125595	12	1.0	13.4340822844	12.0	1.0	1	1	1	1
+545.403978855	58104.9951172	47.0317297312	12	1.0	5.40018785679	12.0	1.0	1	1	1	1
+545.422506599	3091469.54167	2503.28496126	12	1.0	5.10935996075	12.0	1.0	1	1	1	1
+545.431517931	88572.186849	71.722543078	12	1.0	4.68383304063	12.0	1.0	1	1	1	1
+546.410126368	23207.1785482	18.7857270814	12	1.0	4.45584419008	12.0	1.0	1	1	1	1
+546.417251445	39263.5800781	31.9850715231	4	0.333333333333	1.55513298274	4.0	1.0	1	0	1	0
+546.426357034	999793.088542	809.516552985	12	1.0	5.46125101547	12.0	1.0	1	1	1	1
+547.411280246	12600.5703125	10.1587230604	1	0.0833333333333	nan	1.0	1.0	1	0	0	0
+547.419880324	82459.4394531	66.7415259064	12	1.0	6.23256658667	12.0	1.0	1	1	1	1
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+548.285748479	206848.16276	167.417299945	12	1.0	3.03916249857	12.0	1.0	1	1	1	1
+548.423302511	25863.8320312	20.9228633584	12	1.0	8.91894243053	12.0	1.0	1	1	1	1
+548.434613504	14469.9423828	11.8247588418	1	0.0833333333333	nan	1.0	1.0	1	0	0	0
+549.289569036	61559.1217448	49.8344768463	12	1.0	5.96731312238	12.0	1.0	1	1	1	1
+553.349540076	44486.8046875	36.68892927	1	0.0833333333333	nan	1.0	1.0	1	0	0	0
+553.351620374	43043.5301847	34.7686596764	11	0.916666666667	2.20336944378	11.0	1.0	1	1	1	1
+553.368290889	2346377.70833	1898.41334218	12	1.0	2.56841276749	12.0	1.0	1	1	1	1
+553.388896769	229313.473958	185.636216412	12	1.0	2.21836869352	12.0	1.0	1	1	1	1
+554.354834966	18682.2060547	15.1160893887	12	1.0	3.65631690272	12.0	1.0	1	1	1	1
+554.371832026	672586.984375	544.252117475	12	1.0	3.19681113385	12.0	1.0	1	1	1	1
+554.380184531	18518.6953125	15.2724472407	2	0.166666666667	1.68922772292	2.0	1.0	1	0	1	0
+554.393467479	66128.5169271	53.509247565	12	1.0	4.62605775447	12.0	1.0	1	1	1	1
+555.367018098	148374.033203	120.009536807	12	1.0	5.02157380901	12.0	1.0	1	1	1	1
+555.375374521	81289.8261719	65.7316082282	12	1.0	6.29358906332	12.0	1.0	1	1	1	1
+556.370460355	41822.1699219	33.8418008094	12	1.0	6.50133895741	12.0	1.0	1	1	1	1
+557.095384343	17166.4790853	13.8945590882	12	1.0	10.0125920375	12.0	1.0	1	1	1	1
+559.151593347	15628.5991211	12.662108368	12	1.0	10.3254497338	12.0	1.0	1	1	1	1
+563.552107783	12327.5537109	10.299291126	1	0.0833333333333	nan	1.0	1.0	1	0	0	0
+569.345334938	21408.214681	17.3265903914	12	1.0	2.12861140711	12.0	1.0	1	1	1	1
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+571.370423596	25728.9401042	20.3978306674	3	0.25	7.8251477135	3.0	1.0	1	0	1	0
+572.365491639	13991.1516113	11.2450878916	4	0.333333333333	9.52341998655	4.0	1.0	1	0	1	0
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_S01_average.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,238 @@
+mz	intensity	present	fraction	occurrence	purity	flags
+98.9954998691	79866.2007161	2	0.666666666667	2.0	1.0	1
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/batch04_S01_rep01_247_2_248_3_249.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,238 @@
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/peak_matrix_as_bf.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,4 @@
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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/peak_matrix_as_bf_compr.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,10 @@
+mz	missing 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\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/peak_matrix_as_bf_rmbs.txt	Sat Apr 11 16:51:19 2020 -0400
@@ -0,0 +1,3 @@
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