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commit a98d35a5d38298fa68a83aecaf80b1cb9023b5a5
Author: McKay <mbowcut@gmail.com>
Date:   Mon Apr 15 14:30:55 2024 -0600

    Squashed commit of the following:

    commit 06f48ed73228580cfedaab389a6db55a62456b97
    Author: McKay <mbowcut@gmail.com>
    Date:   Mon Apr 15 14:02:58 2024 -0600

        c2pro installation in dockerfile

    commit 38dd5150a785e65edf7308bed35001b49bbbf017
    Author: McKay <mbowcut@gmail.com>
    Date:   Mon Apr 15 13:20:46 2024 -0600

        removed &&

    commit ad38cee6ede27affaae6862173e912c999f32ce1
    Author: McKay <mbowcut@gmail.com>
    Date:   Mon Apr 15 12:12:12 2024 -0600

        moved d3 import to end

    commit c2ba22f35c3e0a7775b3b89405c3c5ca38b3c4ee
    Author: McKay <mbowcut@gmail.com>
    Date:   Mon Apr 15 12:11:03 2024 -0600

        removed duplicate imports
        leave d3 in bottom
        plotly at top

    commit 44cbe598affd5176d3209fd1901db0d0c438f625
    Author: McKay <mbowcut@gmail.com>
    Date:   Fri Apr 12 16:07:18 2024 -0600

        fixed batch rendering for d3

    commit 418a6205ce52d8eb45799b34bcb47e3e5372d726
    Author: McKay <mbowcut@gmail.com>
    Date:   Fri Apr 12 15:47:45 2024 -0600

        fixed d3 plot 2b rendering

    commit d4e00703ff6f023606505b787e5ddc31772d9e8c
    Author: McKay <mbowcut@gmail.com>
    Date:   Wed Apr 10 15:52:05 2024 -0600

        move C2Pro install before app run

    commit e8f1947a3e5e5106d74f9200a6dac93616b171bd
    Author: McKay <mbowcut@gmail.com>
    Date:   Tue Apr 9 17:21:40 2024 -0600

        fixed guardrails, paritals path

    commit 0a99c237b66970053a82221dba4b5aa6c2d2b568
    Author: McKay <mbowcut@gmail.com>
    Date:   Tue Apr 9 13:33:40 2024 -0600

        fastp, htmx, jquery dependencies

    commit 62e8e66f62ddc226a470e82ee761279fb957c71d
    Author: McKay <mbowcut@gmail.com>
    Date:   Tue Apr 9 12:15:49 2024 -0600

        removed commented code

    commit 11fb95e02f6133df827798098765b07043723a4f
    Author: McKay <mbowcut@gmail.com>
    Date:   Tue Apr 9 11:19:58 2024 -0600

        reports changes

    commit 3220cd8c6c031c1710c72c9cf0eb7d6070757bd3
    Author: McKay <mbowcut@gmail.com>
    Date:   Mon Apr 8 15:50:54 2024 -0600

        Squashed commit of the following:

        commit 53fecf71977f10c0d643887bf110cf7cbf044b8e
        Author: Sam <snic9004@gmail.com>
        Date:   Thu Apr 4 15:35:39 2024 -0600

            Squashed commit of the following:

            commit 6f4b0ad885e1d72413a034bf7abaaa0360a3b0c4
            Author: Samuel Nichols <Snic9004@gmail.com>
            Date:   Thu Apr 4 15:18:09 2024 -0600

                Batch d3 clean (#55)

                * imports C2Pro plots if available

                * added --use_matplotlib flag

                * added C2Pro
                matched api funciton signatures

                * added api args for plotly

                * added **kwargs

                * renamed config to custom_config, more specificity

                * added backend flag for plotly kaleido

                * added pro_installed boolean for templates, added plotly dependency to report templates

                * Squashed commit of the following:

                commit c909ea3b34e87ce637e00dac075d2bb2f8bfb954
                Author: McKay <mbowcut@gmail.com>
                Date:   Thu Feb 15 15:55:23 2024 -0700

                    added plotly dependency for pro

                commit 76b3601f6a0144f100266153f1c999e0c5de65de
                Author: Samuel Nichols <Snic9004@gmail.com>
                Date:   Fri Jan 12 09:56:19 2024 -0700

                    Squashed commit of the following:

                    commit 603f2eff9d1aa21ae95f3e134da303b8018d3a33
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Fri Jan 12 09:48:20 2024 -0700

                        fix guardrials partial

                    commit 22fc03183a8070c30dfb74d5c23575ac19019855
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Fri Jan 12 08:54:01 2024 -0700

                        Add guardrail partial

                    commit e55f6b21972b578261bc5a864ce1d653d98f9e34
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Mon Jan 8 07:50:59 2024 -0700

                        Functional guardrails, needs reports update

                    commit 6e968e9699ed59a47d88191d03768e042d8b60a4
                    Merge: 32b49685 e948ce10
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Mon Dec 18 13:34:36 2023 -0700

                        Merge branch 'guardrails-clean-history' of https://github.com/edilytics/CRISPResso2 into guardrails-clean-history

                    commit 32b49685da320501dad2b0ebbb57887b66220ba8
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Fri Dec 15 15:27:04 2023 -0700

                        Include guardrail functions

                    commit 4e309cf6f732565d635de3d4c5d074ada3027e2d
                    Author: Cole Lyman <cole@colelyman.com>
                    Date:   Mon Dec 18 10:51:55 2023 -0700

                        Refactor to use CRISPRessoReports module

                    commit e648dc087c0055bc5d2fca13c64071a371dea941
                    Author: Cole Lyman <cole@colelyman.com>
                    Date:   Mon Dec 18 10:51:11 2023 -0700

                        Add CRISPRessoReports subtree

                    commit e948ce107ebb0d1d99010ed12e937f34b5e607d4
                    Author: Samuel Nichols <Snic9004@gmail.com>
                    Date:   Fri Dec 15 15:27:04 2023 -0700

                        Include guardrail functions

                    commit d33c748871a625facfe8d792e29c77ab9779138f
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Nov 7 16:31:06 2023 -0700

                        Include parameter --assign_ambiguous_alignments_to_first_reference in readme

                    commit a1435f7f491a6a61434f3051e39f39a4c9bf1edc
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed Oct 11 17:17:30 2023 -0600

                        Enable quantification by sgRNA (#348)

                        This PR includes:
                        - storing the sgRNA-specific editing locations in the crispresso2_info object. Previously, each amplicon would record the indices of quantification windows across the guide, but not for individual guides. This stores the information for each guide in crispresso2_info['results']['refs'][reference_name]['sgRNA_include_idxs']
                        - a script (count_sgRNA_specific_edits.py) to parse through an allele table output from a completed CRISPResso run (`--write_detailed_allele_table` flag required) to count edits in each sgRNA separately.

                        I don't have a good double-edited sample handy, but it can be run on the demo HDR data [hdr.fastq.gz](http://crispresso.pinellolab.org/static/demo/hdr.fastq.gz) using the command:

                        ```

                        CRISPResso -r1 hdr.fastq.gz -a acatttgcttctgacacaactgtgttcactagcaacctcaaacagacaccatggtgcatctgactcctgTggagaagtctgccgttactgccctgtggggcaaggtgaacgtggatgaagttggtggtgaggccctgggcaggttggtatcaaggtta -e acatttgcttctgacacaactgtgttcactagcaacctcaaacagacaccatggtgcaCctgactccGgaggagaagtctgccgttactgcGctgtggggcaaggtgaacgtggatgaagttggtggtgaggccctgggcaggttggtatcaaggtta -c atggtgcatctgactcctgTggagaagtctgccgttactgccctgtggggcaaggtgaacgtggatgaagttggtggtgaggccctgggcag -g TGCACCATGGTGTCTGTTTG,GATGAAGTTGGTGGTGAGGCCC --write_detailed_allele_table  -n hdr3 -p max -gn guide1,guide2
                        ```

                        ```
                        python CRISPResso2/scripts/count_sgRNA_specific_edits.py -f CRISPResso_on_hdr3
                        ```

                        This produces:
                        ```
                        Processed 25000 alleles
                        Reference: Reference (2391/23415 modified reads)
                                UNMODIFIED: 21024
                                MODIFIED guide1: 2359
                                MODIFIED guide2: 32
                        Reference: HDR (856/1577 modified reads)
                                UNMODIFIED: 721
                                MODIFIED guide1: 854
                                MODIFIED guide1 + guide2: 1
                                MODIFIED guide2: 1
                         ```

                    commit 2e3da02fdbed2fa8ae02a277763d65a502459827
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Tue Oct 10 15:29:08 2023 -0600

                        changed tuple to list for matplotlib change (#31) (#346)

                        Co-authored-by: mbowcut2 <55161542+mbowcut2@users.noreply.github.com>

                    commit cd3c332135fe4db0f9218e3d87263d5c65838ed9
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sun Oct 1 01:54:46 2023 -0600

                        rename script to camel case

                    commit 7c719d65fb36ac7654db9040f226564ea28fcab9
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sun Oct 1 01:53:44 2023 -0600

                        Add new script for counting high quality bases

                    commit f97cd2795e89464bcc9321ccfdbca3e6af2bcb4f
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Sep 14 15:15:30 2023 -0600

                        Prime editing alignment params (#336)

                        Adds two parameters to control alignment of pegRNA components: --prime_editing_gap_open_penalty and --prime_editing_gap_extend_penalty.

                        CRISPResso checks to see whether the pegRNA spacer and extension sequence are in the correct orientation, but sometimes they could align in the incorrect orientation with a higher score (e.g. via insertion of multiple gaps, whereas a single long gap would be preferred). Introducing these two parameters allows users to adjust the alignment parameters specifically for these prime-editing checks without adjusting the global alignment parameters which will be applied to reads that are aligned to the WT reference/prime-editing reference sequences.

                        The new prime_editing_gap_open_penalty is set to -50, a higher gap open penalty than the default needleman_wunsch_gap_open penalty (-20). This commit breaks backward-reproducibility, but mostly in the checking of pegRNA component orientation - so previously some CRISPResso runs would have failed and produced an error, but now they will (hopefully) succeed. To achieve complete backward reproducibility, add the flag --prime_editing_gap_open_penalty -20 to runs.

                    commit 64cbf36dae85cffa2c15e73f2a7ee8aa1077d917
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Sep 7 16:43:30 2023 -0600

                        Fix samtools piping (#325)

                        * Remove samtools pipe stderr to stdout

                        Sometimes some of the libraries that samtools depends on don't have the correct
                        version information, and as such samtools will report this to stderr when run.
                        Because we pipe the output of samtools, we expect it to be valid SAM format, but
                        when these library version messages are reported, it breaks CRISPRessoWGS.

                        * Remove extra spacing at end of lines and add missing comma in WGS

                        * Log stderr from samtools in CRISPRessoWGS

                    commit 8feff4101f27406d9d88ace97d31a518276bff3f
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Fri Sep 1 09:43:56 2023 -0600

                        Replace link to CRISPResso schematic with raw URL in README (#329)

                        * Replace link to CRISPResso schematic with raw URL

                        * Add new lines to the beginning of unordered lists

                    commit 2e9e6bff5bcc536d5e2ba1440d1ab96d9d47efd6
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Aug 10 00:52:12 2023 -0600

                        Try to unbreak CircleCI

                    commit ae5b95246cb0f6d66c4cbfb50cf8f5a9626b0827
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Aug 10 00:17:27 2023 -0600

                        Center command line text messages

                    commit 4d9c71ecf2248c9bb1e10430178dc318b6621c8b
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Aug 10 00:17:07 2023 -0600

                        Fix bug in prime-editing scaffold-incorporation plotting

                        If read is too short, scaffold incorporation detection will fail because it will check beyond the length of the read.

                    commit 2b36a1a5c35e8a93516ce8baf464595615e0f402
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed Aug 9 15:29:48 2023 -0600

                        CRISPRessoPooled --compile_postrun_references bug fixes

                    commit 3e04d1d402bcf95edd39fc7c8c9af61bb380f9db
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Aug 8 23:30:15 2023 -0600

                        Fix missing ' in Pooled --demultiplex_only_at_amplicons

                    commit 06af527f9e2020c5cf251e7f1cec0b1eca1c1664
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Mon Jul 24 10:47:46 2023 -0600

                        Sort pandas dataframes by # of reads and sequences so that the order is consistent (#316)

                        * Make sorting stable

                        * Including c files

                        * Sort by #Reads instead of %Reads to avoid floating point errors

                        ---------

                        Co-authored-by: Samuel Nichols <Snic9004@gmail.com>

                    commit de05533b3511a84f3b6b14fc2ef64db041613261
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Jul 6 13:54:45 2023 -0600

                        Fix multiprocessing lambda pickling (#311)

                        * Fix running plots in parallel

                        The reason the plots were running slower before this change is because I was
                        calling the plot function, not passing it to `submit`. So it was essentially
                        running in serial, but worse because it was still spinning up/down the
                        processes.

                        * Fix multiprocessing lambda pickling (#20)

                        * Refactor process_futures to be a dict

                        This makes debugging much easier because you can associate the arguments to the
                        future with the results.

                        * Fix the pickling error when running in multiprocessing

                        Only top-level functions (not lambdas) can be pickled to use in multiprocessing
                        pools, thus the lambdas are converted to a regular function.

                        * Further fixes to pickling multiprocessing error (#21)

                        * Refactor process_futures to be a dict

                        This makes debugging much easier because you can associate the arguments to the
                        future with the results.

                        * Fix the pickling error when running in multiprocessing

                        Only top-level functions (not lambdas) can be pickled to use in multiprocessing
                        pools, thus the lambdas are converted to a regular function.

                        * Use Counter instead of defaultdict in CRISPRessoCORE

                        * Update process_futures to dict in Batch and Aggregate

                    commit ebb016dff46c280dce8c3c09e8ac0e0cc25d4d74
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Jul 3 17:12:09 2023 -0600

                        Enable CRISPRessoPooled multiprocessing when os allows multi-thread file append

                    commit 7285da0e987b77b72c8885bb35940e0f50c146bd
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Fri Jun 23 16:50:33 2023 -0600

                        Fix print bug for invalid fastq

                    commit 9acdeac67441f9a1d55ac94b153bcb68fb89b92c
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Wed Jun 21 16:03:48 2023 -0600

                        Slugify before creating filename - replaces invalid characters in batch names with _

                    commit f97e29c67de4c80b8d6b9cf334f363be4b514ade
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Wed Jun 21 14:43:43 2023 -0600

                        Add verbosity argument to CRISPRessoAggregate (#18) fixes #306 (#307)

                        * Add verbosity argument to CRISPRessoAggregate (#18)

                        * Allow for amplicon and guide seqs to be some variant of NA in batch (#19)

                        This was discovered when attempting to infer amplicon sequences in batch mode on
                        the web interface, NAs were supplied for the amplicon sequences to the sub
                        CRISPResso commands.

                    commit 32e1e9797da5c3033cdc588e92f06b8813961953
                    Author: Mark Clement <u0351481@notchpeak30.int.chpc.utah.edu>
                    Date:   Wed Jun 21 14:01:00 2023 -0600

                        Allow for interrogation of overlapping sgRNA sites

                    commit 7248ba8c4deee125ad1ec12fdf1294a84d5f6f93
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Jun 12 12:16:47 2023 -0600

                        Check input fastq file format

                        Asserts input format of fastq files - including if gzipped files are missing the gz suffix.

                    commit 83c8ab8f462e7d8c1d04c08c1a398b874f517251
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Jun 5 13:41:55 2023 -0600

                        Fix CRISPRessoArgParser

                    commit 14a2c8577f566e1b72d5f4e72cd6cd22079610be
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Jun 5 13:29:31 2023 -0600

                        Cosmetic updates for command-line use

                        - version bump to 2.2.13
                        - If no args are provided, the command line version will print out an abbreviated help message
                        - parameters can be excluded from CRISPRessoArgParser

                    commit 1cd54bc1d03360c3d8121ba9e66b3589fe1cf252
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu May 11 14:31:47 2023 -0600

                        Fix multiprocessing error, don't start pool when only using single thread (#302)

                        * Update README to have consistent use of `--base_editor_output` (#16)

                        * Add files via upload

                        * Only start process pools when using multiple processes

                        This is mainly to solve the issue when running on AWS Lambda, but this should
                        improve single core performance overall.

                        ---------

                        Co-authored-by: Kendell Clement <k.clement.dev@gmail.com>

                    commit 92a705c939b370373a70cf6ae9f1616de33288b9
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu May 11 14:31:06 2023 -0600

                        Update `base_editor` parameters in README and add Plot Harness (#301)

                        * Update README to have consistent use of `--base_editor_output` (#16)

                        * Add files via upload

                        ---------

                        Co-authored-by: Kendell Clement <k.clement.dev@gmail.com>

                    commit 7d46c4490235df45c5546b1b470e4e6a99727031
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Wed May 10 15:41:33 2023 -0600

                        Clarify CRISPRessoWGS intended use (#303)

                        * Update README to have consistent use of `--base_editor_output` (#16)

                        * Add sample plotting jupyter notebook

                        * Add clarifying info to CRISPRessoWGS description

                        Clarify WGS usage

                    commit 833a701787bb47674b3e921c38cac6189c775cf7
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 4 17:02:46 2023 -0400

                        Remove debug print statements

                    commit 712eb2a11825e8d36f2870deb12b35486bd633fb
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 4 16:40:07 2023 -0400

                        Allow dashes in filenames resolve #73

                    commit a439f094745b2b5e7f032f0777d4c67e6d6f93c5
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sat Apr 22 23:41:58 2023 -0400

                        Raise exceptions from within futures in plot_pool

                    commit 7e807a60de2a9d18bccd034b87106ceaf7153338
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sat Apr 22 23:38:56 2023 -0400

                        Fix future pandas indexing warning

                        Pandas error was "FutureWarning: Calling float on a single element Series is deprecated and will raise a TypeError in the future. Use float(ser.iloc[0]) instead"

                    commit 304a92aa7a7ef8c705cb070dce25d9a2e5745ba9
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Apr 20 13:59:27 2023 -0600

                        Remove debug print statements fixes #295 (#297)

                        The format string option used here is only available in Python version >=3.8.

                    commit 478c06f784603e96d20f96e91993fdcc4ac35c8a
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Apr 13 12:09:26 2023 -0400

                        Update plotCustomAllelePlot.py script for #292 (#293)

                        Update type of 'max_rows' param to int
                        Fix location of 'args' in crispresso2_info object

                    commit bcdae39e05d530f4a4e78738c3b30f7664981919
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Mar 27 13:18:34 2023 -0400

                        Update pooled parameter format

                    commit 546446e36e7e68b527767d6c31ec341a49df2059
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Feb 14 16:26:23 2023 -0500

                        Fix running plots in parallel (#286)

                        The reason the plots were running slower before this change is because I was
                        calling the plot function, not passing it to `submit`. So it was essentially
                        running in serial, but worse because it was still spinning up/down the
                        processes.

                        Co-authored-by: Cole Lyman <cole@colelyman.com>

                    commit d75f32a2eb5aeaaee866c09e5655a3e27af8b1a1
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Fri Feb 10 15:45:15 2023 -0500

                        Fix #283 to avoid filename collisions

                        Previously, amplicon names longer than 21bp were truncated, but the check for uniqueness wasn't working, so it would overwrite some plot files. This fixes the filename collision and enforces uniqueness in reference filename prefixes. Thanks @mbiokyle29

                    commit e577318006cd17b2725bd028e5e56634c6eb829a
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Mon Feb 6 16:37:25 2023 -0500

                        Case-insensitive headers accepted in CRISPRessoPooled

                    commit d34927620a4a6126a9988b3041e76f60728abbfe
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Jan 31 13:48:33 2023 -0500

                        Fix print statement in CORE

                    commit ee88b7ed89c395f68225a50dea44a2ad69d5e9a5
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Jan 31 13:22:51 2023 -0500

                        Version bump to 2.2.12

                    commit 1d4679c72d0c8b4154317c9aff5179217198e2d7
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Jan 31 13:01:31 2023 -0500

                        Status Updates + Pooled Mixed Mode Update (#279)

                        * Implement logging handler to overwrite the latest log status to file

                        * Add StatusHandler to CRISPRessoCORE log

                        This will take the latest log output and write it to a file (`status.txt`), the
                        catch being that with each log the file is overwritten so that one can easily
                        tell where CRISPResso currently is and what the error is (if any). These changes
                        include some slight refactoring in order to accomodate any potential parameter
                        exceptions.

                        * Add StatusHandler to CRISPRessoBatch and refactor `logger.warn` to `warn`

                        * Add StatusHandler to CRISPRessoPooled and a little refactoring

                        * Implement `percent_complete` to the status log

                        * Add StatusHandler to CRISPRessoAggregate log

                        * Add StatusHandler to CRISPRessoCompare log

                        * Add StatusHandler to CRISPRessoPooledWGSCompare log

                        * Add StatusHandler to CRISPRessoWGS log

                        * Rename `status.txt` to `CRISPResso_status.txt`

                        * Modify status log names to match the tool they are generated from

                        * Add percent_complete stages to CRISPRessoCORE

                        These also include log statements of each plot that is being generated as well
                        as fixing some variable name collisions with `ind`.

                        * Format the percentage in the log to be 2 decimal places

                        * Change all plotting logs from `info` to `debug` and simplify progress

                        This refactors how the progress of the plots is calculated, making it much
                        simplier. Before this change we would of had to keep track of the number of
                        times `percent_complete` was output, but now it simply updates the percent
                        complete after each amplicon is finished processing. Hopefully this will make
                        things easier to mantain even though it will be a little less "accurate" (not
                        sure how accurate the original implementation was...).

                        * Implemented shared console log handler across all CRISPResso* calls

                        This allows for easy changes to logging formatting, which was inspired by having
                        to change the default logging level. The default logging level needs to be set
                        at `logging.DEBUG` in order for the debug log statements to not be ignored for
                        the running and status logs.

                        * Add ability to set the verbosity level to each CRISPResso* tool

                        This allows users to set a verbosity level between 1 and 4 using the
                        `-v`/`--verbosity` CLI parameter. If the `--debug` flag is present, then the
                        level will default to 4, being the most verbose.

                        * Implement showing the last seen `percent_compelte` when none is provided

                        * Keep track of and log when multiple parallel runs are completed

                        These changes modify `CRISPRessoMultiProcessing.run_crispresso_cmds` such that
                        we can now display when a run is completed. This potentially breaks how
                        signals and interupts are handled with multiple runs happening, but this needs
                        to be reviewed.

                        * Add debug and percentage complete to CRISPRessoBatch

                        * Add percent complete to CRISPRessoPooled

                        * Add debug and percent_complete message to CRISPRessoAggregate

                        * Add `percent_complete` to CRISPRessoCompare

                        * Add `percent_complete` to CRISPRessoPooledWGSCompare

                        * Add status and `percent_complete` to CRISPRessoMeta

                        * Add `verbosity` arguments to CRISPRessoCompare and CRISPRessoPooledWGSCompare

                        * Fixing documentation to match pooled headers

                        * Header removal bug fix change documentation to guide_seq

                        * Update documentation and help feature for CRISPRessoPooled

                        * Remove extra newlines from CRISPRessoPooled -h

                        * Make variable names as clear as my firstborn child's name

                        * Update one more variable name

                        * Fix bug to flow CRISPRessoPooled options to sub command

                        * Make amplicon file args variable name clear

                        * Update how parameters are set and retrieved from parameter object

                        The refactor in the previous commit changed the type of the arguments to a
                        dictionary which doesn't have the parameters as attributes, and this commit
                        fixes that error.

                        * Add note in output header for change in default CRISPRessoPooled

                        In the next release (2.3.0) the `--demultiplex_only_at_amplicons` will be the
                        default when running in mixed-mode. This is to allow for inexact alignments of
                        the reads and the amplicons to the genome. For more context, see this issue
                        https://github.com/pinellolab/CRISPResso2/issues/276

                        * Clarify the verbosity parameter help message

                        * Separate out parameters to `normalize_name` in CRISPRessoCORE

                        * Separate out parameters to `normalize_name` in CRISPRessoWGS

                        * Separate out parameters to `normalize_name` in CRISPRessoPooled

                        * Separate out parameters to `normalize_name` in CRISPRessoCompare

                        * Fix bug in CRISPRessoPooled by replacing `database_id` with `normalize_name`

                        * Refactor `run_crispresso_cmds` to not require a `logger`

                        This commit implements the functionality to make the `logger` object optional by
                        seeing which module called the `run_crispresso_cmds` function and obtaining the
                        correct object from that module name.

                        The function also immediately returns when no commands are passed to it.

                        * Add amplicon name to plotting debug statements in CRISPRessoCORE

                        ---------

                        Co-authored-by: Cole Lyman <cole@coles-mbp-2.lan>
                        Co-authored-by: Cole Lyman <cole@Coles-MacBook-Pro-2.local>
                        Co-authored-by: Cole Lyman <cole@colelyman.com>
                        Co-authored-by: Samuel Nichols <Snic9004@gmail.com>

                    commit ff7eca76e6a3a08af4ac18ac4e88d20f2a06b1f9
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jan 26 15:27:27 2023 -0500

                        CRISPRessoPooled custom header fix (#278)

                        * Fixing documentation to match pooled headers

                        * Header removal bug fix change documentation to guide_seq

                        * Update documentation and help feature for CRISPRessoPooled

                        * Remove extra newlines from CRISPRessoPooled -h

                        * Make variable names as clear as my firstborn child's name

                        * Update one more variable name

                        Co-authored-by: Samuel Nichols <Snic9004@gmail.com>

                    commit 104866e1080c973bb025d1a5ba59b19dca1658af
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Jan 5 14:00:26 2023 -0700

                        Fix deprecated numpy type names (fixes #269) (#270)

                        In the most recent version of numpy (1.24) some of the types have been
                        deprecated. This commit fixes these errors.

                    commit 58a8e42df88b66fad6b4f6ad04a5b9d9d43d01b4
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Jan 5 06:49:35 2023 -0700

                        Add snippet about installing CRISPResso2 via bioconda on Apple silicon (#274)

                        I have suffered enough trying to debug my installation, so hopefully this helps
                        someone else.

                        Co-authored-by: Cole Lyman <cole@coles-mbp-2.lan>

                    commit b9851e98104602eb78c2b384105267624295e9d3
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Dec 22 13:30:23 2022 -0700

                        Fix bug when pooled bam is input (#265)

                        This change checks to see if a bam file was input, and if so it doesn't try to
                        remove any intermediate files because there aren't any.

                        Co-authored-by: Cole Lyman <cole@coles-mbp-2.lan>

                    commit b822612642043e75a19042941f69b457ce51f517
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Dec 19 15:26:45 2022 -0500

                        Delete vscode settings

                    commit b99aa624dec68ef7d19264340ce0cafa829625f4
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Dec 19 13:29:14 2022 -0500

                        Clarify input param help for pooled bam

                    commit 3fae1e8b821ec6b1890bff6561fa8fa67dc49a04
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Dec 19 13:28:54 2022 -0500

                        Fix #235 - Cigar string is * if read unaligned

                        Previously, the bam would set the cigar string to 0 if the read was unaligned. This breaks the sam->bam conversion and causes the errors in #235.

                    commit c65ba07dc5a983453cdf7bb1e27005230dac6f1b
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Dec 8 13:48:17 2022 -0700

                        Add deprecation notice (#260)

                        * Add FLASh and Trimmomatic deprecation notice to CLI output

                        * Add Edilytics email address to CLI output

                    commit 2a30e5a45f5350ee7c6435bce1cd4edc4d31668a
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Dec 6 12:16:19 2022 -0500

                        Format filterReadsOnSequencePresence script

                    commit 9d764414edd88a46ad5e4f496e4f1c8d5d60ce3e
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Fri Dec 2 22:12:54 2022 -0500

                        Clarify default CRISPRessoPooled settings for use_legacy_bowtie2_options_string

                    commit 9ddea40f7f02b546941ddaa4c71fc5283075051a
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Mon Nov 14 10:33:04 2022 -0500

                        Add check for prime editing extension sequence in prime edited sequence

                        if the user specifies the prime_editing_override_prime_edited_ref_seq, it could not contain the extension seq (if they don't provide the extension seq in the appropriate orientation), so check that here. Extension sequence should be provided reverse-complement to the prime edited sequence.

                    commit 152f2dd5001da7090641ee8a1326bde9f7e8104e
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Wed Nov 9 11:53:41 2022 -0500

                        Version bump to 2.2.11a

                    commit 9ed356e3a0c6c316d0860d121772f80ddca6de1d
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Wed Nov 9 11:47:30 2022 -0500

                        Add param to override prime editing sequence checks

                        CRISPResso checks that prime editing guides are provided in the proper orientation (e.g. pegRNA 3'->5', spacer sequence 5'->3') and checks these orientations by alignment. Sometimes, the alignment can be better in the opposite direction, and this parameter allows these checks to be overridden. Otherwise, these checks would halt the program and produce the output 'The prime editing pegRNA spacer sequence appears to be given in the 3\'->5\' order. The prime editing pegRNA spacer sequence (--prime_editing_pegRNA_spacer_seq) must be given in the RNA 5\'->3\' order.'

                    commit 39dd80afb98a22b7edb6f801c363d86bb77eeb5b
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Wed Nov 9 10:06:51 2022 -0500

                        Update filterReadsOnSequencePresence.py

                    commit fe55526927e3fb6e17c9a8a6f59c7057bc1e14eb
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Nov 7 22:25:16 2022 -0500

                        Add script to filter input based on sequence presence

                    commit 713e57a19c35180035ca35e11a5820065eda0198
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Oct 18 16:02:26 2022 -0400

                        Allow spaces in read names for CRISPRessoWGS

                    commit 39ce008bdddccdd8229c0ba185dce78bc2f66968
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Sat Oct 8 21:09:58 2022 -0600

                        Fix typo of CRISPResssoPlot when plotting nucleotide quilt (#250)

                    commit 6a2b342c8503b7327c0a2414edfbd16912d60ca5
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sat Oct 8 23:08:47 2022 -0400

                        Batch amplicon plots (#251)

                        * Error out if HDR amplicon matches existing amplicon

                        * Add check for amplicon sequence uniqueness

                        * Fix bug with bam_input not having bam_output

                        * Test for no returned lines in auto mode, version bump to 2.2.11

                        * Fix pandas deprecation of df.append

                    commit 726b2b93d6e419a1b0aa6a968c97edc55b4cc5a8
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Oct 6 16:32:02 2022 -0400

                        Fix CRISPRessoBatch plot pool bug when plots are suppressed

                    commit 7e5049c4dfb88cbc87c91935a91d1f51120a10c2
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Wed Sep 21 21:04:51 2022 -0600

                        Fix batch quilt plot name (#249)

                        This fixes an incorrectly named allele quilt plot input in CRISPRessoBatch.

                    commit 1821ca5029c5a1485733f13ab3f2048b4f1fa04e
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Sep 15 15:49:08 2022 -0400

                        Version bump to 2.2.10

                    commit c5f79aebfc1ae209f4ee320df250eed89a02787c
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Wed Sep 14 14:24:55 2022 -0600

                        Parallel plot refactor (#247)

                        * Fix duplicate plotting in CRISPRessoBatch aggregate

                        * Refactor mulltiprocessing plots in CRISPRessoBatch

                        * Refactor multiprocessing plots in CRISPRessoCORE

                        * Refactor multiprocessing plots for CRISPRessoAggregate

                    commit 4ed5e24e6cc1dd8068e2391573ae2438acd32db2
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Sep 13 14:12:11 2022 -0400

                        print files in curr dir if Aggregate can't find files

                    commit ce25bc06f29988e7a10afd0b6a09ba0caf0950e0
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Sep 12 10:32:57 2022 -0400

                        Spelling typo

                    commit c15f01c75083403f17c58c121b2afe97e9f2a1ec
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue Sep 6 17:49:52 2022 -0400

                        Add helper function to create alignment scoring matrix

                        New scoring matrix can be created using CRISPResso2Align.make_matrix()

                    commit c80f82838c5a228b79ad4484092877cfee08e02c
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Mon Aug 22 18:28:33 2022 -0600

                        Add `zip_output` (#240)

                        * Making zip of results

                        * Zip command added, if zip is true place_report_in_output_folder is also true, zip removes all files while zipping

                        * Adding --zip to compare and pooled/wgs compare

                        * Add more formatting changes to CRISPRessoShared

                        * Refactoring propagate_crispress_options so only one version exists

                        * Zip added to arguments_to_ignore and warning added when changing arguments

                        * Restore styling

                        * Update README to include --zip

                        * Rename --zip to --zip_output

                        * Change --zip to --zip_output in CompareCORE and PooledWGSCompareCORE

                        * Bug fix arg to args

                        Co-authored-by: Samuel Nichols <Snic9004@gmail.com>

                    commit 5de3d7286d8e33c7cf4d3615fce715806e72f511
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Aug 11 21:42:34 2022 -0400

                        Fix fix to aggregate for CRISPRessoWGS

                    commit a2294c266f43b14969a5d6474076f31a77a57173
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Aug 11 21:40:50 2022 -0400

                        Fix bug in aggregate for WGS

                    commit 7ce3eb4abe4b8ceac933272ac9cb16a8bedf26a3
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon Aug 8 21:53:45 2022 -0400

                        Update CRISPRessoWGS to allow non-word characters in region names

                    commit 040ac0033d6e250f4e3a412101874cf5e914e08a
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Mon Aug 8 16:04:59 2022 -0400

                        Enable processing of cram files by CRISPRessoWGS

                        Adds --reference to samtools view when viewing cram files

                    commit cf112a0caba8789e28530cc09171285ec6ea9b4c
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Mon Aug 8 14:55:46 2022 -0400

                        Auto amplicon detection for interleaved input

                        Enables processing of interleaved fastq files for guess_guides and guess_amplicons, as well as get_most_frequent_reads. When interleaved input is present, the input is first separated into R1/R2 files, then processing is performed.

                    commit 4ba524dc7b947feca8a0f743837844f9febc2171
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Thu Aug 4 11:32:11 2022 -0600

                        Potential fix for aggregate plots in Batch mode (#237)

                    commit 6097a8a104d3f156ef7c08e196ac37e32bf04c71
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jul 21 22:45:48 2022 -0400

                        Fix pct_vectors in crispresso2_info json object

                    commit 65a079d86d6f386793397398f839c46014b54543
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed Jul 20 23:46:37 2022 -0400

                        Fix more readme spelling bugs

                    commit e817376ecd54cdea1f29e303ca25b9e7d1d38333
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed Jul 20 23:42:23 2022 -0400

                        Fix bug in readme spelling

                    commit 49740ba1d66ed6d13a9e154b8b17bc8b5186581d
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed Jul 20 16:10:09 2022 -0400

                        Fix loading of crispresso info from WGS and Pooled

                    commit b68a43271115251b18e8955e285ccc18f549e8cd
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jul 14 14:11:04 2022 -0400

                        Add plotly to dockerfile

                    commit b0b7d41d697304d0d5fc93e3346c9de1b98ba41d
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jul 14 14:10:00 2022 -0400

                        Fix #231 Allow N's in bam output (Try 2)

                    commit c460b3e73fd06a230dbac2e37c86b833144ebf94
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jul 14 14:09:10 2022 -0400

                        Revert "Fix #231 Allow N's in bam output"

                        This reverts commit 2f6ad1dbe05210af9ccc1b1f17783cd212a888d3.

                    commit 2f6ad1dbe05210af9ccc1b1f17783cd212a888d3
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jul 14 13:52:37 2022 -0400

                        Fix #231 Allow N's in bam output

                    commit 0a2419e518dc9b3520058c3927f98b31cd51347e
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Fri Jul 8 21:10:01 2022 -0600

                        Fix bug when name is provided instead of amplicon_name in pooled input file (#229)

                        Also, raise an exception (instead of incorrectly executing) when there are not
                        enough matched parameters in the pooled input file.

                    commit cb58212379803788c04ca5793baaa760cbbeaa81
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Fri Jul 8 21:09:49 2022 -0600

                        Fix bug when comparing two samples with the same name. (#228)

                    commit e8a796f5f451409cbafed4404dfba4b6b8a124ca
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jun 23 21:30:23 2022 -0400

                        Version bump to 2.2.9

                    commit 632143ddedea48bab9229baeb4bf3ea4d1f658d6
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Mon Jun 20 19:53:14 2022 -0600

                        Don't run global frameshift plot when there are no reads (#226)

                        When there are no reads (i.e. global_MODIFIED_FRAMESHIFT +
                        global_MODIFIED_NON_FRAMESHIFT + global_NON_MODIFIED_NON_FRAMESHIFT == 0) there
                        was a bug when trying to compute the pie chart, because all of the values in the
                        pie chart are 0. This fix, will make sure that there is at least one read in
                        order for the plot to bee constructed properly.

                    commit 4bb06218e835d2624d53fd401542caef6f8a3a55
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Fri Jun 3 16:57:02 2022 -0400

                        Improvements for guide inference in 'auto' mode

                        In 'auto' mode, a putative guide sequence is selected at the site of maximal editing.  If the site of maximal editing happens near the end of the guide (e.g. base 0) many things will break (e.g. quantification windows, etc). This update excludes bases from being used to find the guide using the --exclude_bp_from_left and --exclude_bp_from_right parameters. At default, these parameters are 15bp, so the first and last 15bp would not be selected for the site of maximal editing and thus be the site of a guide sequence. In addition, the site of maximal editing must have 3x the magnitude over the background.

                    commit 9d64de187835b2553ad2b4374d32edab27f83645
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu Jun 2 20:22:25 2022 -0400

                        Update README.md

                    commit 6aafc5387986f5089ba55b68d128343d68052792
                    Author: Simon P Shen <sshen8@users.noreply.github.com>
                    Date:   Tue May 31 17:42:53 2022 -0400

                        directory in quotes in batch cmd (#222)

                        Add quotes around output folder for folders that have spaces.

                    commit 432f163ac68b9a650d1fd326171aadc505ee87f4
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Tue May 24 23:38:36 2022 -0400

                        CRISPRessoBatch fills NA values in batch settings

                        NA values in CRISPRessoBatch are filled with the value from args - either the default value or the value from the command line args (if set)

                    commit 6de774adbad3aa8cd99d07b0ba7692984b356cd4
                    Author: kclem <k.clement.dev@gmail.com>
                    Date:   Mon May 23 14:18:02 2022 -0400

                        Fix file naming bug for HDR outputs

                        In html file, figures 4e and 4f incorrectly referenced figure 4d. This fixes this bug.

                    commit b88fec0668a4082a12ead3d26582e86d829dd7cc
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sat May 21 00:32:15 2022 -0400

                        For bam_output, fix bug that wrote unaligned lines twice

                    commit 3564e77ebcdedb4b01cc01dcca18ba3221fac67c
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 19 16:32:18 2022 -0400

                        Update README with CRISPRessoPooled headers and bam_output parameters

                    commit bc08d81f17cb1929d1c37a1773cffcf36fb12fe2
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 19 16:11:30 2022 -0400

                        Add more links to tools

                    commit 006c497a379ecd94b017a883a5db887861e1586a
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 19 16:08:14 2022 -0400

                        Add links to tools

                    commit dc8243373ad00d6bd467fc30c59942596ff0c5d6
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Mon May 16 21:38:06 2022 -0400

                        fastq_to_bam implementation (#219)

                    commit e88b6833977c6b2768299e0b2e7af623e3a9ae7c
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Sun May 8 02:14:13 2022 -0400

                        Fix bug for when guides don't agree in CRISPRessoAggregate

                    commit 7eb763116a8c60603f1cd654645215767ee8eb52
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 5 03:28:21 2022 -0400

                        Fix bug for case of empty summary plots in report generation

                    commit 0324fa67d14ed945f0c9531d9bcf73ebcf4ca042
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Thu May 5 03:28:02 2022 -0400

                        Create report for number of significant bases in CRISPRessoCompare

                    commit e3c9d0026a9ee6732f3ed6bdcf2a824850d7e66a
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 22:43:11 2022 -0400

                        Update pickle to json in readme and CRISPRessoPooledWGSCompare

                    commit 1553f7977c12bf1091a20ca55b878bccfb739b61
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 18:10:04 2022 -0400

                        Merge pull request #4 from pinellolab/master (#218)

                    commit bcecbfc047d294e26f381a6668e08cb4db24445c
                    Merge: 15b0e05b bb13e007
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 18:06:37 2022 -0400

                        Merge branch 'master' into master

                    commit bb13e007738d6e7a4909e01f03daff592f334f36
                    Merge: af4ab6e8 d0b41483
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 17:59:32 2022 -0400

                        Merge branch 'master' of https://github.com/edilytics/CRISPResso2

                    commit 15b0e05b9e03bbec5236e58776ddf9aa2f93180e
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 17:54:52 2022 -0400

                        2 flexible pooled input (#217)

                        * Batch type coerce and r2 file check

                        * Upgrade tabs for bootstrap5

                        * Update readme with additional pooled amplicon file headers

                        Co-authored-by: Samuel Nichols <Snic9004@gmail.com>

                    commit d0b41483bee704940ba60c58289f412b04c71659
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 13:43:43 2022 -0400

                        Update README.md

                    commit ce49fab5301cb73ba0daf6c765e350eb083c76f1
                    Merge: 5f909713 b913fcb4
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 13:40:30 2022 -0400

                        Merge pull request #3 from edilytics/2-flexible-pooled-input

                        Add flexibility to CRISPRessoPooled amplicon input by allowing headers. Also, prime editing and quantification window coordinate parameters can be passed to CRISPRessoPooled.

                    commit b913fcb402a8ba3106c3ff7913563a33d8d19fca
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 13:38:25 2022 -0400

                        Update CRISPRessoPooledCORE.py

                        Replace process to read header, increase flexibility for column order

                    commit 945bf31f16530b7ce25b89095b2c7005bf146117
                    Merge: 7b8f6788 5f909713
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 12:45:24 2022 -0400

                        Merge branch 'master' into 2-flexible-pooled-input

                    commit 5f9097133765736a7c2fe3c8e9b730845fed0b70
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 12:23:44 2022 -0400

                        Version bump to 2.2.8

                    commit c4a94ce0e06c6ebae13e128fbe6b708e635121c4
                    Author: Kendell Clement <k.clement.dev@gmail.com>
                    Date:   Wed May 4 00:13:17 2022 -0400

                        Fix summary plot representation for multi reports

                        *fixed old reference to make_multi_report which called old summary plot format
                        * renamed summary_plot to summary_plots to reflect a dict with multiple plots

                    commit 62900e9ae6fa37ce99a04f12a63ed5c912f75042
                    Author: Cole Lyman <Cole@colelyman.com>
                    Date:   Tue May 3 20:47:52 2022 -0600

                        Large aggregation (#192)

                        * Squashed commit of the following:

                        commit 8564eb03f0d9e62abf4b7528baf5c2ae296be8f9
                        Merge: f6ef62c 07cc7d8
                        Author: Kendell Clement <k.clement.dev@gmail.com>
                        Date:   Tue Jan 11 16:20:15 2022 -0500

                            Merge branch 'indel-alignment-fix' of https://github.com/edilytics/CRISPResso2 into indel-alignment-fix

                        commit 07cc7d856ab3fcbbaa5381f17f29568192388887
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:29:59 2021 -0700

                            Fix bug in `find_indels_substitutions`

                            This bug occurred when there was a deletion at the end of a sequence, and was
                            thus not properly accounted for.

                        commit f6ef62cfdf909adac1b10ea86555cd218f8b2a74
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:29:59 2021 -0700

                            Fix bug in `find_indels_substitutions`

                            This bug occurred when there was a deletion at the end of a sequence, and was
                            thus not properly accounted for.

                        commit 7212f87f4be60057a6c848947ff6b5efde132a25
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:26:17 2021 -0700

                            Add a unit test for `find_indels_substitutions`

                            This unit test checks for deletions at the end of a sequence, which are
                            inherently outside of the include_indx_set window.

                        commit d50b4e903b973c71a275e31d470b40e59280ee13
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:03:22 2021 -0700

                            Fix a bug in `find_indels_substitutions`

                            The bug that this commit fixes is when an insertion occurs at the edge of the
                            include indexes. The trouble with this earlier was that it was using the `idx`
                            to calculate the size of the insertion, but the `idx` wasn't being incremented
                            anymore because it was outside of the include window.

                        commit 4db066f7bc333b7662a9232ac732ebb33ac3ace8
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:01:39 2021 -0700

                            Add test case for `find_indels_substitutions`

                            This test case is extracted from the CRISPRessoBatch integration test and
                            provides an example where there is an insertion at the edge of the include
                            index.

                        commit 3b3a7417f5bbd6c2785a2af54a47e01d2e820451
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 11:37:07 2021 -0700

                            Fix bug in CRISPRessoCompare where sample names were not properly set

                            This was a place where it was (partially) missed during the crispresso2_info
                            object refactoring.

                        commit e9f5eff3d95b676b5ee2e23371a5604f600d34b2
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:26:17 2021 -0700

                            Add a unit test for `find_indels_substitutions`

                            This unit test checks for deletions at the end of a sequence, which are
                            inherently outside of the include_indx_set window.

                        commit d4d45a918254ab19a7e7956e9e731389c6f36ecb
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:03:22 2021 -0700

                            Fix a bug in `find_indels_substitutions`

                            The bug that this commit fixes is when an insertion occurs at the edge of the
                            include indexes. The trouble with this earlier was that it was using the `idx`
                            to calculate the size of the insertion, but the `idx` wasn't being incremented
                            anymore because it was outside of the include window.

                        commit 13f00bb40239c83e6e5cf844561fdb7000d3d9ab
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 15:01:39 2021 -0700

                            Add test case for `find_indels_substitutions`

                            This test case is extracted from the CRISPRessoBatch integration test and
                            provides an example where there is an insertion at the edge of the include
                            index.

                        commit 659ae34e8fd106f7ecc163b5bea0b5a80ab0283c
                        Author: Cole Lyman <cole@colelyman.com>
                        Date:   Fri Dec 10 11:37:07 2021 -0700

                            Fix bug in CRISPRessoCompare where sample names were not properly set

                            This was a place where it was (partially) missed during the crispresso2_info
                            object refactoring.

                        * Add parameter `--suppress_batch_summary_plots`

                        If many runs are run at the same time, batch summary plots may fail because they are too large for matplotlib. This parameter `--suppress_batch_summary_plots` allows individual runs to be plotted, but suppresses batch summary plots that may otherwise be too big.

                        * Pep formatting cleanup

                        * Add summary nucleotide plots to aggregate

                        * Aggregate plots are paginated

                        * Update CRISPRessoAggregateCORE.py

                        Remove max sample limit for plotting

                        * Add --max_samples_per_summary_plot to CRISPRessoAggregate

                        Parameterize the max number of samples to plot on each page of reports. Additional PDFs will be created with this number of samples on them.

                        * Add plotly function to plot an interactive heatmap

                        * Fix deprecated numpy type to suppress warning

                        * Add plotting of heatmaps to CRISPRessoAggregateCORE to summarize modification types

                        These heatmaps are interactive (zoomable and panable) and show for each sample
                        the percentage of insertions, substitutions, and deletions.

                        * Add the heatmap summaries to the CRISPRessoAggregate report

                        * Update Bootstrap to 5.1.3

                        This is mainly so that we can use the fullscreen modal functionality in this version.

                        * Move the plotly heatmaps to a Bootstrap modal

                        * Fix bug where plots were not filling up entire modal.

                      …
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mbowcut2 committed Apr 15, 2024
1 parent 768c3c0 commit 1f60486
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2 changes: 2 additions & 0 deletions CRISPResso2/CRISPRessoReports/.gitattributes
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@@ -0,0 +1,2 @@
*.html text eol=lf
*.md text eol=lf
17 changes: 6 additions & 11 deletions CRISPResso2/CRISPRessoReports/CRISPRessoReport.py
Original file line number Diff line number Diff line change
Expand Up @@ -5,27 +5,22 @@
'''

import os
from jinja2 import Environment, FileSystemLoader, ChoiceLoader
from jinja2 import Environment, FileSystemLoader, PackageLoader, ChoiceLoader
from jinja_partials import generate_render_partial, render_partial
from CRISPResso2 import CRISPRessoShared

if CRISPRessoShared.is_C2Pro_installed():
import CRISPRessoPro
from CRISPRessoPro import __version__ as CRISPRessoProVersion
C2PRO_INSTALLED = True
else:
C2PRO_INSTALLED = False


def get_jinja_loader(root):
if C2PRO_INSTALLED:
return Environment(
loader=ChoiceLoader([
FileSystemLoader(os.path.join(root, 'CRISPRessoReports', 'templates')),
FileSystemLoader(os.path.join(os.path.dirname(CRISPRessoPro.__file__), 'templates')),
]),
)
def get_jinja_loader(_ROOT):
if CRISPRessoShared.is_C2Pro_installed():
return Environment(loader=ChoiceLoader([FileSystemLoader(os.path.join(_ROOT, 'CRISPRessoReports', 'templates')), PackageLoader('CRISPRessoPro', 'templates')]))
else:
return Environment(loader=FileSystemLoader(os.path.join(root, 'CRISPRessoReports', 'templates')))
return Environment(loader=FileSystemLoader(os.path.join(_ROOT, 'CRISPRessoReports', 'templates')))


def render_template(template_name, jinja2_env, **data):
Expand Down
2 changes: 1 addition & 1 deletion CRISPResso2/CRISPRessoReports/README.md
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Expand Up @@ -6,7 +6,7 @@ Take care when committing into these files as not to mix unrelated git histories

## How do I work with this repo?

Step 1 only needs to be done once per cloned repo, the other steps will need to be dne more frequently.
Step 1 only needs to be done once per cloned repo, the other steps will need to be done more frequently.

1. Add the remote to this repo to the "parent" repo (i.e. `CRISPResso2` or `C2Web`). **You should only have to do this once.**

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54 changes: 4 additions & 50 deletions CRISPResso2/CRISPRessoReports/templates/batchReport.html
Original file line number Diff line number Diff line change
@@ -1,6 +1,5 @@
{% extends "layout.html" %}
{% block head %}
<script src="https://cdn.plot.ly/plotly-2.11.1.min.js"></script>
<style>
.nav-tabs.amp-header {
border-bottom:none !important;
Expand Down Expand Up @@ -42,6 +41,10 @@
}
</style>

{% if C2PRO_INSTALLED %}
<script src="https://cdn.plot.ly/plotly-2.11.1.min.js"></script>
{% endif %}

{% endblock %}

{% block content %}
Expand Down Expand Up @@ -196,55 +199,6 @@ <h5>{{allele_modification_heatmap_plot_titles[heatmap_plot_name]}}</h5>
});
</script>
{% endfor %}
{#
<!-- The below code is another failed attempt to make the heatmaps go fullscreen.
To implement this behavior, wrap the `allele_modification_heatmap_plot_htmls[plot_name]` in a `div`
of class `plotly-full-screen`. -->
<!-- <style>
.plot-zoom {
position: absolute;
border: none;
background-color: transparent;
bottom: 0;
right: 0;
}
.full-screen {
position: fixed;
height: 98vh !important;
width: 98vw !important;
left: 0;
top: 0;
z-index: 9999;
overflow: hidden;
}
</style> -->
<!-- <script type="application/javascript">
const plotZoom = (el) => {
el = $(el);
let parent = el.parent().parent();
if (el.attr("data-full_screen") === "false") {
parent.addClass("full-screen").trigger("resize").fadeOut().fadeIn();
el.attr("data-full_screen", "true");
Plotly.Plots.resize(parent.find(".plotly-graph-div")[0]);
} else {
parent.removeClass("full-screen").trigger("resize").fadeOut().fadeIn();
el.attr("data-full_screen", "false");
Plotly.Plots.resize(parent.find(".plotly-graph-div")[0]);
}
}
document.addEventListener("DOMContentLoaded", () => {
$(function() {
$(".plotly-full-screen").append(`
<div style="position: relative;">
<button onclick=plotZoom(this) class="plot-zoom" data-full_screen="false" title="Full Screen">
<i class="fa fa-expand-arrows-alt"></i>
</button>
</div>
`);
});
});
</script> -->
#}
{% endif %}

</div>
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19 changes: 11 additions & 8 deletions CRISPResso2/CRISPRessoReports/templates/layout.html
Original file line number Diff line number Diff line change
Expand Up @@ -62,10 +62,20 @@
<!-- Replace favicon.ico & apple-touch-icon.png in the root of your domain and delete these references -->
{% if is_web %}
<link rel="shortcut icon" href="/static/favicon.ico">
<link rel="stylesheet" href="/static/css/main.css">
<script src="/static/js/htmx-1.9.1.min.js"></script>
<link rel="apple-touch-icon" href="/apple-touch-icon.png">
{% else %}
<link rel="shortcut icon" href="http://crispresso.pinellolab.org/static/favicon.ico" />
{% endif %}

<!-- Optional JavaScript -->
<!-- jQuery first, then Popper.js, then Bootstrap JS -->
<script src="https://code.jquery.com/jquery-3.3.1.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/fancybox/3.3.5/jquery.fancybox.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/js/bootstrap.bundle.min.js" integrity="sha384-ka7Sk0Gln4gmtz2MlQnikT1wXgYsOg+OMhuP+IlRH9sENBO0LRn5q+8nbTov4+1p" crossorigin="anonymous"></script>



<script>!function(d,s,id){var js,fjs=d.getElementsByTagName(s)[0],p=/^http:/.test(d.location)?'http':'https';if(!d.getElementById(id)){js=d.createElement(s);js.id=id;js.src=p+'://platform.twitter.com/widgets.js';fjs.parentNode.insertBefore(js,fjs);}}(document, 'script', 'twitter-wjs');</script>
{% block head %}{% endblock %}
Expand Down Expand Up @@ -209,14 +219,7 @@ <h3 style="margin-top: -0.5em;padding-right: 2em;">Analysis of genome editing ou
</div>
{% endif %}
</div>


<!-- Optional JavaScript -->
<!-- jQuery first, then Popper.js, then Bootstrap JS -->
<script src="https://code.jquery.com/jquery-3.3.1.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/fancybox/3.3.5/jquery.fancybox.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/js/bootstrap.bundle.min.js" integrity="sha384-ka7Sk0Gln4gmtz2MlQnikT1wXgYsOg+OMhuP+IlRH9sENBO0LRn5q+8nbTov4+1p" crossorigin="anonymous"></script>
{% block foot %}{% endblock %}
{% block foot %}{% endblock %}
</body>

</html>
5 changes: 2 additions & 3 deletions CRISPResso2/CRISPRessoReports/templates/pooledReport.html
Original file line number Diff line number Diff line change
Expand Up @@ -40,9 +40,11 @@
}
}
</style>

{% if C2PRO_INSTALLED %}
<script src="https://cdn.plot.ly/plotly-2.11.1.min.js"></script>
{% endif %}

{% endblock %}

{% block content %}
Expand Down Expand Up @@ -97,6 +99,3 @@ <h5 id="modification_summary_title">{{report_data['titles'][plot_name]}}</h5>
<div class="col-sm-1"></div>
</div>
{% endblock %}

{% block foot %}
{% endblock %}
14 changes: 10 additions & 4 deletions CRISPResso2/CRISPRessoReports/templates/report.html
Original file line number Diff line number Diff line change
Expand Up @@ -73,9 +73,11 @@
}
}
</style>

{% if C2PRO_INSTALLED %}
<script src="https://cdn.plot.ly/plotly-2.11.1.min.js"></script>
{% endif %}

{% endblock %}

{% block content %}
Expand All @@ -88,7 +90,7 @@
{% if report_data['report_display_name'] != '' %}
<h5>{{report_data['report_display_name']}}</h5>
{% endif %}
{{ render_partial('shared/partials/guardrail_warnings.html', report_data=report_data) }}
{{ render_partial('shared/partials/guardrail_warnings.html', report_data=report_data) | safe}}
<h5>CRISPResso2 run information</h5>
<ul class="nav nav-tabs justify-content-center card-header-tabs" id="log-tab" role="tablist">
<li class="nav-item">
Expand Down Expand Up @@ -179,7 +181,7 @@ <h5>Global splicing analysis</h5>
{# end of global coding sequence analysis #}

{# start hdr summary #}
{% if report_data['figures']['locs'][report_data.amplicons[0]]['plot_4g'] or 'plot_4g' in report_data['figures']['htmls'][report_data.amplicons[0]] %}
{% if report_data['figures']['locs'][report_data.amplicons[0]]['plot_4g'] or 'plot_4g' in report_data['figures']['htmls'][amplicon_name] %}
<div class='card text-center mb-2 breakinpage'>
<div class='card-header'>
{% if report_data.amplicons|length == 1 %} {# if only one amplicon #}
Expand All @@ -189,7 +191,11 @@ <h5>HDR summary report (all reads aligned to {{report_data.amplicons[0]}})</h5>
{% endif %}
</div>
<div class='card-body'>
{{ render_partial('shared/partials/fig_reports.html', report_data=report_data, fig_name='plot_4g', amplicon_name=report_data.amplicons[0])}}
{% if 'plot_4g' in report_data['figures']['htmls'][amplicon_name] %}
{{ report_data['figures']['htmls'][amplicon_name]['plot_4g']|safe }}
{% else %}
{{ render_partial('shared/partials/fig_reports.html', report_data=report_data, fig_name='plot_4g', amplicon_name=report_data.amplicons[0])}}
{% endif %}
</div>
</div>
{% endif %}
Expand Down Expand Up @@ -722,7 +728,7 @@ <h5>Base editing for {{amplicon_name}}</h5>


{% if C2PRO_INSTALLED %}
<script src="https://unpkg.com/d3@5"></script>
<script src="https://unpkg.com/d3@5"></script>
{{ render_partial('partials/batch_d3.html', nucleotide_quilt_slugs=(report_data['nuc_quilt_names'])) }}
{% endif %}

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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
<div id="fig_summary_{{plot_name}}">
{% if report_data['htmls'] and report_data['htmls'][plot_name]%}
{{report_data['htmls'][plot_name]|safe}}
{% else %}
{% if plot_name in ['Nucleotide_conversion_map', 'Nucleotide_percentage_quilt'] %}
<a href="{{report_data['crispresso_data_path']}}{{plot_name}}.pdf"><img src="{{report_data['crispresso_data_path']}}{{plot_name}}.png" width='100%'></a>
{% else %}
<a href="{{report_data['crispresso_data_path']}}{{plot_name}}.pdf"><img src="{{report_data['crispresso_data_path']}}{{plot_name}}.png" width='70%'></a>
{% endif %}
{% endif %}
<label class="labelpadding">{{report_data['labels'][plot_name]}}</label>
{% for (data_label,data_path) in report_data['datas'][plot_name] %}
<p class="m-0"><small>Data: <a href="{{report_data['crispresso_data_path']}}{{data_path}}">{{data_label}}</a></small></p>
{% endfor %}
</div>
<div id="fig_summary_{{plot_name}}">
{% if report_data['htmls'] and report_data['htmls'][plot_name]%}
{{report_data['htmls'][plot_name]|safe}}
{% else %}
{% if plot_name in ['Nucleotide_conversion_map', 'Nucleotide_percentage_quilt'] %}
<a href="{{report_data['crispresso_data_path']}}{{plot_name}}.pdf"><img src="{{report_data['crispresso_data_path']}}{{plot_name}}.png" width='100%'></a>
{% else %}
<a href="{{report_data['crispresso_data_path']}}{{plot_name}}.pdf"><img src="{{report_data['crispresso_data_path']}}{{plot_name}}.png" width='70%'></a>
{% endif %}
{% endif %}
<label class="labelpadding">{{report_data['labels'][plot_name]}}</label>
{% for (data_label,data_path) in report_data['datas'][plot_name] %}
<p class="m-0"><small>Data: <a href="{{report_data['crispresso_data_path']}}{{data_path}}">{{data_label}}</a></small></p>
{% endfor %}
</div>
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
{% if 'guardrails_htmls' in report_data['run_data']['results'] and report_data['run_data']['results']['guardrails_htmls']|length > 0 %}
{% for message in report_data['run_data']['results']['guardrails_htmls'] %}
{{message}}
{% endfor %}
{% if 'guardrails_htmls' in report_data['run_data']['results'] and report_data['run_data']['results']['guardrails_htmls']|length > 0 %}
{% for message in report_data['run_data']['results']['guardrails_htmls'] %}
{{message | safe}}
{% endfor %}
{% endif %}

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