From 416517bd3dc0d94ff9bde0092557fb13f159830f Mon Sep 17 00:00:00 2001 From: Austin Marshall Date: Wed, 23 Jul 2025 08:26:53 -0500 Subject: [PATCH] fix plot.py to work with kaleido v1 --- nanoplotter/plot.py | 37 +- scripts/agm_test.sh | 16 + .../LengthvsQualityScatterPlot_dot.html | 2 + .../LengthvsQualityScatterPlot_dot.png | Bin 0 -> 49823 bytes .../LengthvsQualityScatterPlot_kde.html | 2 + .../LengthvsQualityScatterPlot_kde.png | Bin 0 -> 88349 bytes scripts/agm_tests/NanoPlot-report.html | 463 ++++++++++++++++++ scripts/agm_tests/NanoPlot_20250723_0819.log | 0 scripts/agm_tests/NanoStats.txt | 27 + .../agm_tests/NanoStats_post_filtering.txt | 27 + .../Non_weightedHistogramReadlength.html | 2 + .../Non_weightedHistogramReadlength.png | Bin 0 -> 30625 bytes ...tedLogTransformed_HistogramReadlength.html | 2 + ...htedLogTransformed_HistogramReadlength.png | Bin 0 -> 33145 bytes .../WeightedHistogramReadlength.html | 2 + .../agm_tests/WeightedHistogramReadlength.png | Bin 0 -> 27220 bytes ...tedLogTransformed_HistogramReadlength.html | 2 + ...htedLogTransformed_HistogramReadlength.png | Bin 0 -> 32430 bytes scripts/agm_tests/Yield_By_Length.html | 2 + scripts/agm_tests/Yield_By_Length.png | Bin 0 -> 42654 bytes 20 files changed, 571 insertions(+), 13 deletions(-) create mode 100644 scripts/agm_test.sh create mode 100644 scripts/agm_tests/LengthvsQualityScatterPlot_dot.html create mode 100644 scripts/agm_tests/LengthvsQualityScatterPlot_dot.png create mode 100644 scripts/agm_tests/LengthvsQualityScatterPlot_kde.html create mode 100644 scripts/agm_tests/LengthvsQualityScatterPlot_kde.png create mode 100644 scripts/agm_tests/NanoPlot-report.html create mode 100644 scripts/agm_tests/NanoPlot_20250723_0819.log create mode 100644 scripts/agm_tests/NanoStats.txt create mode 100644 scripts/agm_tests/NanoStats_post_filtering.txt create mode 100644 scripts/agm_tests/Non_weightedHistogramReadlength.html create mode 100644 scripts/agm_tests/Non_weightedHistogramReadlength.png create mode 100644 scripts/agm_tests/Non_weightedLogTransformed_HistogramReadlength.html create mode 100644 scripts/agm_tests/Non_weightedLogTransformed_HistogramReadlength.png create mode 100644 scripts/agm_tests/WeightedHistogramReadlength.html create mode 100644 scripts/agm_tests/WeightedHistogramReadlength.png create mode 100644 scripts/agm_tests/WeightedLogTransformed_HistogramReadlength.html create mode 100644 scripts/agm_tests/WeightedLogTransformed_HistogramReadlength.png create mode 100644 scripts/agm_tests/Yield_By_Length.html create mode 100644 scripts/agm_tests/Yield_By_Length.png diff --git a/nanoplotter/plot.py b/nanoplotter/plot.py index d4b90d7..61cbc1b 100644 --- a/nanoplotter/plot.py +++ b/nanoplotter/plot.py @@ -3,9 +3,15 @@ from io import BytesIO from urllib.parse import quote as urlquote import sys -from kaleido.scopes.plotly import PlotlyScope import logging +# bring in kaleido and ensure Chrome is installed +import kaleido +# this will download a small headless Chrome build the first time you run it +kaleido.get_chrome_sync() + +from kaleido import write_fig_sync + class Plot(object): """A Plot object is defined by a path to the output file and the title of the plot.""" @@ -27,12 +33,10 @@ def encode(self): return self.encode1() def encode1(self): - """Return the base64 encoding of the figure file and insert in html image tag.""" data_uri = b64encode(open(self.path, "rb").read()).decode("utf-8").replace("\n", "") return ''.format(data_uri) def encode2(self): - """Return the base64 encoding of the fig attribute and insert in html image tag.""" buf = BytesIO() self.fig.savefig(buf, format="png", bbox_inches="tight", dpi=100) buf.seek(0) @@ -40,7 +44,7 @@ def encode2(self): return ''.format(urlquote(string)) def save(self, settings): - if not(self.only_report): + if not self.only_report: if self.html: with open(self.path, "w") as html_out: html_out.write(self.html) @@ -52,12 +56,10 @@ def save(self, settings): p = os.path.splitext(self.path)[0] + ".png" if os.path.exists(p): os.remove(p) - logging.warning("No static plots are saved due to some kaleido problem:") logging.warning(e) elif self.fig: - # if settings["format"] is a list, save the figure in all formats if isinstance(settings["format"], list): for fmt in settings["format"]: self.fig.savefig( @@ -66,7 +68,11 @@ def save(self, settings): bbox_inches="tight", ) else: - self.fig.savefig(fname=self.path, format=settings["format"], bbox_inches="tight") + self.fig.savefig( + fname=self.path, + format=settings["format"], + bbox_inches="tight", + ) else: sys.exit("No method to save plot object: no html or fig defined.") @@ -77,9 +83,14 @@ def show(self): sys.stderr.write(".show not implemented for Plot instance without fig attribute!") def save_static(self, figformat): - scope = PlotlyScope() - with open(self.path.replace("html", figformat), "wb") as f: - f.write(scope.transform(self.fig, format=figformat)) - logging.info( - f"Saved {self.path.replace('.html', '')} as {figformat} (or png for --legacy)" - ) + """ + Export a Plotly figure via Kaleido v1’s write_fig_sync. + """ + output_path = self.path.replace(".html", f".{figformat}") + try: + write_fig_sync(self.fig, path=output_path) + logging.info(f"Saved {output_path} as {figformat}") + except Exception as e: + logging.warning("No static plots are saved due to some kaleido problem:") + logging.warning(e) + diff --git a/scripts/agm_test.sh b/scripts/agm_test.sh new file mode 100644 index 0000000..ef2b4cd --- /dev/null +++ b/scripts/agm_test.sh @@ -0,0 +1,16 @@ +#! /bin/bash + +#SBATCH --time=04-00:00:00 +#SBATCH --partition=defq +#SBATCH --mail-user=myemail@email.org +#SBATCH --mail-type=BEGIN,END,FAIL +#SBATCH --ntasks-per-node=64 +#SBATCH --mem=128GB +#SBATCH --nodes=1 +#SBATCH --job-name=nplot +#SBATCH --comment=nplot + +source /path/to/nanoplot_env/bin/activate + +# test fresh nanoplot with kaleido update +NanoPlot --fastq /path/to/test_file.fastq.gz --verbose --minqual 4 --color red -o scripts/agm_tests diff --git a/scripts/agm_tests/LengthvsQualityScatterPlot_dot.html b/scripts/agm_tests/LengthvsQualityScatterPlot_dot.html new file mode 100644 index 0000000..c976fa5 --- /dev/null +++ b/scripts/agm_tests/LengthvsQualityScatterPlot_dot.html @@ -0,0 +1,2 @@ +
+
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b/scripts/agm_tests/NanoPlot-report.html new file mode 100644 index 0000000..4f36cf6 --- /dev/null +++ b/scripts/agm_tests/NanoPlot-report.html @@ -0,0 +1,463 @@ + + + + + + +NanoPlot Report + + +

    NanoPlot statistics report

    +
    +

    NanoPlot reports

    +

    Summary statistics prior to filtering

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    General summary
    Mean read length1,589.5
    Mean read quality16.1
    Median read length1,011.0
    Median read quality17.4
    Number of reads10,000.0
    Read length N502,584.0
    STDEV read length1,606.4
    Total bases15,894,925.0
    Number, percentage and megabases of reads above quality cutoffs
    >Q1010000 (100.0%) 15.9Mb
    >Q157452 (74.5%) 12.6Mb
    >Q202169 (21.7%) 4.0Mb
    >Q25192 (1.9%) 0.2Mb
    >Q3018 (0.2%) 0.0Mb
    Top 5 highest mean basecall quality scores and their read lengths
    135.0 (989)
    234.5 (1715)
    334.2 (489)
    433.9 (307)
    533.9 (511)
    Top 5 longest reads and their mean basecall quality score
    124951 (10.3)
    221731 (17.8)
    319385 (16.7)
    418470 (18.7)
    516459 (22.0)
    +

    Summary statistics after filtering

    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    General summary
    Mean read length1,589.5
    Mean read quality16.1
    Median read length1,011.0
    Median read quality17.4
    Number of reads10,000.0
    Read length N502,584.0
    STDEV read length1,606.4
    Total bases15,894,925.0
    Number, percentage and megabases of reads above quality cutoffs
    >Q1010000 (100.0%) 15.9Mb
    >Q157452 (74.5%) 12.6Mb
    >Q202169 (21.7%) 4.0Mb
    >Q25192 (1.9%) 0.2Mb
    >Q3018 (0.2%) 0.0Mb
    Top 5 highest mean basecall quality scores and their read lengths
    135.0 (989)
    234.5 (1715)
    334.2 (489)
    433.9 (307)
    533.9 (511)
    Top 5 longest reads and their mean basecall quality score
    124951 (10.3)
    221731 (17.8)
    319385 (16.7)
    418470 (18.7)
    516459 (22.0)
    +

    Plots

    + +

    Weighted histogram of read lengths

    +
    +
    +
    + +

    Weighted histogram of read lengths after log transformation

    +
    +
    +
    + +

    Non weighted histogram of read lengths

    +
    +
    +
    + +

    Non weighted histogram of read lengths after log transformation

    +
    +
    +
    + +

    Yield by length

    +
    +
    +
    + +

    Read lengths vs Average read quality plot using dots

    +
    +
    +
    + +

    Read lengths vs Average read quality kde plot

    +
    +
    +
    + + +
    \ No newline at end of file diff --git a/scripts/agm_tests/NanoPlot_20250723_0819.log b/scripts/agm_tests/NanoPlot_20250723_0819.log new file mode 100644 index 0000000..e69de29 diff --git a/scripts/agm_tests/NanoStats.txt b/scripts/agm_tests/NanoStats.txt new file mode 100644 index 0000000..f54d6f1 --- /dev/null +++ b/scripts/agm_tests/NanoStats.txt @@ -0,0 +1,27 @@ +General summary: +Mean read length: 1,589.5 +Mean read quality: 16.1 +Median read length: 1,011.0 +Median read quality: 17.4 +Number of reads: 10,000.0 +Read length N50: 2,584.0 +STDEV read length: 1,606.4 +Total bases: 15,894,925.0 +Number, percentage and megabases of reads above quality cutoffs +>Q10: 10000 (100.0%) 15.9Mb +>Q15: 7452 (74.5%) 12.6Mb +>Q20: 2169 (21.7%) 4.0Mb +>Q25: 192 (1.9%) 0.2Mb +>Q30: 18 (0.2%) 0.0Mb +Top 5 highest mean basecall quality scores and their read lengths +1: 35.0 (989) +2: 34.5 (1715) +3: 34.2 (489) +4: 33.9 (307) +5: 33.9 (511) +Top 5 longest reads and their mean basecall quality score +1: 24951 (10.3) +2: 21731 (17.8) +3: 19385 (16.7) +4: 18470 (18.7) +5: 16459 (22.0) diff --git a/scripts/agm_tests/NanoStats_post_filtering.txt b/scripts/agm_tests/NanoStats_post_filtering.txt new file mode 100644 index 0000000..f54d6f1 --- /dev/null +++ b/scripts/agm_tests/NanoStats_post_filtering.txt @@ -0,0 +1,27 @@ +General summary: +Mean read length: 1,589.5 +Mean read quality: 16.1 +Median read length: 1,011.0 +Median read quality: 17.4 +Number of reads: 10,000.0 +Read length N50: 2,584.0 +STDEV read length: 1,606.4 +Total bases: 15,894,925.0 +Number, percentage and megabases of reads above quality cutoffs +>Q10: 10000 (100.0%) 15.9Mb +>Q15: 7452 (74.5%) 12.6Mb +>Q20: 2169 (21.7%) 4.0Mb +>Q25: 192 (1.9%) 0.2Mb +>Q30: 18 (0.2%) 0.0Mb +Top 5 highest mean basecall quality scores and their read lengths +1: 35.0 (989) +2: 34.5 (1715) +3: 34.2 (489) +4: 33.9 (307) +5: 33.9 (511) +Top 5 longest reads and their mean basecall quality score +1: 24951 (10.3) +2: 21731 (17.8) +3: 19385 (16.7) +4: 18470 (18.7) +5: 16459 (22.0) diff --git a/scripts/agm_tests/Non_weightedHistogramReadlength.html b/scripts/agm_tests/Non_weightedHistogramReadlength.html new file mode 100644 index 0000000..7aea70a --- /dev/null +++ b/scripts/agm_tests/Non_weightedHistogramReadlength.html @@ -0,0 +1,2 @@ +
    +
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