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rnaSeqMapCoverage.cgi
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executable file
·5296 lines (5187 loc) · 413 KB
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#!/usr/bin/python3
################################################################################
# This program return the base64 of the RNA-Seq mapping coverage image.
#
# Authors: Asher, Alexander and Priyank
# Date: January 2016
################################################################################
import cgi
import json
import math
import os
import re
import subprocess
import sys
import time
import base64
from PIL import Image, ImageDraw
print("Access-Control-Allow-Origin: *")
print("Content-Type: text/html\n\n")
# Precision for the PCC and RPKM values that are returned
PRECISION = 5
# Global variables
EXON_IMG_WIDTH = 450
EXON_IMG_HEIGHT = 7
RNA_IMG_WIDTH = 450
RNA_IMG_HEIGHT = 50
exp_arr = []
exp_arr0 = []
start_time = str(time.time()).replace(".", "")
################################################################################
# Validation functions
################################################################################
""" Check the format of tissue string and returns error if incorrect. """
def validateTissue(tissue):
if tissue == "":
return False
elif tissue is None:
return False
if re.search(
r"^[a-z0-9\-_\s]{1,20}$", tissue, re.I
): # Can only have upto 20 alpha numeric charactors
return True
else:
return False
""" Check the format of locus. """
def validateLocus(locus):
if locus == "":
return False
elif re.search(r"^at[12345cm]g\d+$", locus, re.I):
return True
else:
return False
# Validate Chromosome
def validateChromosome(chromosome):
if re.search(r"[12345cmCM]", chromosome):
return chromosome
else:
dumpError("Chromosome validation error: 2.")
# Validate Start
def validateStart(start, end):
if 0 < start < end:
return start
else:
dumpError("Start error.")
# Validate End
def validateEnd(start, end):
if end > 0 and start < end:
return end
else:
dumpError("End error.")
################################################################################
# Data processing functions
################################################################################
""" For converting from HEX to RGB values
http://stackoverflow.com/questions/214359/converting-hex-color-to-rgb-and-vice-versa """
def hex_to_rgb(val):
if val[:2] == "0x":
val = val[2:]
length = len(val)
return tuple(
int(val[i : i + length // 3], 16) for i in range(0, length, length // 3)
)
""" Used if in the instance the user does not know how many reads are mapped to
their locus """
def determineReadMapNumber(filedir, filename, readMappedNumber, remoteDrive, bamType):
if readMappedNumber == 0:
readsMappedHold = [] # Holds the number
# Clear temporary files and name a new one
os.system(
"find /var/www/html/eFP-Seq_Browser/temp/* -mtime +1 -exec rm -f {} \\;"
)
my_env = os.environ.copy()
my_env["LD_LIBRARY_PATH"] = "/usr/local/lib/"
flagstat = None
try:
flagstat = subprocess.check_output(
["samtools", "flagstat", filename], env=my_env
)
except subprocess.CalledProcessError:
pass
if flagstat is None:
return "FAILED: determineReadMapNumber-flagstat NONE"
# Read pileup output
for read in flagstat.splitlines():
read = str(read.decode("utf-8"))
if ("mapped" in read) and (
"with mate" not in read
): # Search for reads mapped position
readsMappedHold.append(
float(read.split(" ")[0])
) # Reads mapped position
if len(readsMappedHold) > 0:
return float(readsMappedHold[0])
else:
return "FAILED: determineReadMapNumber-readsMappedHold - No mapped"
elif readMappedNumber > 0:
return float(readMappedNumber)
""" Once we have chromosome, start, end and filename, we can make the image."""
def makeImage(
filedir,
filename,
chromosome,
start,
end,
record,
yscale,
hexcodecolour,
remoteDrive,
bamType,
):
max_mapped_reads_count = 0 # For setting the appropriate Y scale
x_bp_vals = [] # Holds nucleotide positions...
y_reads_values = [] # Holds the valid mapped reads for the position...
# Call samtools and get mpileup
region = chromosome + ":" + str(start) + "-" + str(end)
# Set the environment
my_env = os.environ.copy()
my_env["LD_LIBRARY_PATH"] = "/usr/local/lib/"
mpileup = None
try:
mpileup = subprocess.check_output(
[
"bcftools",
"mpileup",
"--max-depth",
"8000",
"--no-reference",
"-r",
region,
filename,
],
env=my_env,
)
except subprocess.CalledProcessError:
pass
if mpileup is None:
return "FAILED"
# Read pileup output
for read in mpileup.splitlines():
read = str(read.decode("utf-8"))
split_Read_Lines = read.split("\t")
if split_Read_Lines[0].strip()[0] != "#":
readPos = split_Read_Lines[1]
x_bp_vals.append(float(readPos)) # nucleotide position
# get the number of mapped reads and subtract the reference skips
dpNum = split_Read_Lines[7].split(";")[0]
mapped_reads_count = float(re.sub(r"[^0-9]", "", dpNum))
exp_arr0.append((float(readPos), mapped_reads_count))
y_reads_values.append(mapped_reads_count)
# Figure out the max number of reads mapped at any given locus
if mapped_reads_count > max_mapped_reads_count:
max_mapped_reads_count = mapped_reads_count
# IF the user specified a custom y-scale, use that
if yscale == -1:
# If the user did not specify a yscale, use the highest mapped read count
yscale = max_mapped_reads_count
# To leave a little room at top of graph for Y-axis scale label, multiply by 1.1
max_mapped_reads_count = max_mapped_reads_count * 1.1
else:
max_mapped_reads_count = yscale * 1.1
# Scale all y-axis values
if max_mapped_reads_count > 0:
for i in range(len(y_reads_values)):
y_reads_values[i] = int(
y_reads_values[i] / max_mapped_reads_count * RNA_IMG_HEIGHT
)
else:
for i in range(len(y_reads_values)):
y_reads_values[i] = 0
# Specify colours
white = (255, 255, 255)
black = (0, 0, 0)
gray = (192, 192, 192)
rnaseq_img_colour_hex = hex_to_rgb(hexcodecolour)
rnaseq_img_colour = rnaseq_img_colour_hex
# Create an image
rnaseq_graph_image = Image.new("RGB", (RNA_IMG_WIDTH, RNA_IMG_HEIGHT), white)
rnaseqgraph = ImageDraw.Draw(rnaseq_graph_image)
# Max line at top
rnaseqgraph.rectangle(((0, 5), (RNA_IMG_WIDTH, 5)), gray)
# Actual RNA-Seq image
for i in range(len(x_bp_vals)):
rnaseqgraph.rectangle(
(
(
int(float(x_bp_vals[i] - start) / (end - start) * RNA_IMG_WIDTH),
RNA_IMG_HEIGHT - y_reads_values[i],
),
(
int(float(x_bp_vals[i] - start) / (end - start) * RNA_IMG_WIDTH),
RNA_IMG_HEIGHT,
),
),
rnaseq_img_colour,
)
# Nucleotide padding
nucleotidePadding = 100
rnaseqgraph.rectangle(
((0, 0), ((RNA_IMG_WIDTH / nucleotidePadding), RNA_IMG_HEIGHT)), white
)
rnaseqgraph.rectangle(
(
((RNA_IMG_WIDTH - (RNA_IMG_WIDTH / nucleotidePadding)), 0),
(RNA_IMG_WIDTH, RNA_IMG_HEIGHT),
),
white,
)
rnaseqgraph.text((420, 5), str(int(yscale)), fill=black) # Y-axis scale label
if bamType == "Amazon AWS":
# Clear temporary files and name a new one
os.system(
"find /var/www/html/eFP-Seq_Browser/temp/* -mtime +1 -exec rm -f {} \\;"
)
tempfile = "/var/www/html/eFP-Seq_Browser/temp/RNASeqGraph.png"
# Output the GD image to temp PNG file
f = open(tempfile, "wb")
rnaseq_graph_image.save(f)
f.close()
# Convert the PNG to base64
with open(tempfile, "rb") as fl:
my_base64 = base64.b64encode(fl.read()).decode("utf-8")
return [my_base64, exp_arr0]
################################################################################
# Output functions
################################################################################
# Error function
def dumpError(
result,
locus=None,
record=None,
my_base64img=None,
abs_fpkm=None,
r=None,
totalReadsMapped=None,
):
"""Dumps and prints an error to the client/user
Arguments:
result {string} -- The error message to be displayed
Keyword Arguments:
locus {string} -- The AGI ID of the gene that the RNA-Seq map coverage is interpreting (default: {None})
record {string} -- The SRA record of the BAM data being interpreted (default: {None})
base64img {string} -- The base64 version of the RNA-Seq map coverage image (default: {None})
abs_fpkm {string, integer} -- The absolute FPKM/RPKM value (default: {None})
r {string, integer} -- The r coefficient value (default: {None})
totalReadsMapped {string, integer} -- The total number of reads mapped to the gene within the BAM file (default: {None})
"""
print(
json.dumps(
{
"status": "fail",
"result": result,
"record": record,
"locus": locus,
"rnaseqbase64": my_base64img,
"absolute-fpkm": abs_fpkm,
"r": r,
"totalReadsMapped": totalReadsMapped,
}
)
)
sys.exit(0)
# Final output, if everything at this point succeded
def dumpJSON(
status,
locus,
variant,
chromosome,
start,
end,
record,
tissue,
base64img,
reads_mapped_to_locus,
abs_fpkm,
r,
totalReadsMapped,
):
print(
json.dumps(
{
"status": "success",
"locus": locus,
"variant": variant,
"chromosome": chromosome,
"start": start,
"end": end,
"record": record,
"tissue": tissue,
"rnaseqbase64": base64img,
"reads_mapped_to_locus": reads_mapped_to_locus,
"absolute-fpkm": abs_fpkm,
"r": r,
"totalReadsMapped": totalReadsMapped,
}
)
) # and svg stuff
sys.exit(0)
def dumpJSON_full(
status,
locus,
variant,
chromosome,
start,
end,
record,
tissue,
base64img,
reads_mapped_to_locus,
abs_fpkm,
r,
totalReadsMapped,
exp_arr0,
exp_arr,
expected_expr_in_variant,
):
print(
json.dumps(
{
"status": "success",
"locus": locus,
"variant": variant,
"chromosome": chromosome,
"start": start,
"end": end,
"record": record,
"tissue": tissue,
"rnaseqbase64": base64img,
"reads_mapped_to_locus": reads_mapped_to_locus,
"absolute-fpkm": abs_fpkm,
"r": r,
"totalReadsMapped": totalReadsMapped,
"ReadsMappedNucleotidePosition": exp_arr0,
"exp_arr": exp_arr,
"expected_expr_in_variant": expected_expr_in_variant,
}
)
) # and svg stuff
sys.exit(0)
################################################################################
################################################################################
################################################################################
################################################################################
################################################################################
record = None
locus = None
base64img = None
totalReadsMapped = None
r = None
abs_fpkm = None
""" The main program. """
def main():
# Get query details
form = cgi.FieldStorage()
# Remove unused variables
# bamfilename and RNASeq_ReadsPerNucleotide were unused and removed
# Add checks for None values
tissue = form.getvalue("tissue") or "undefined"
record = form.getvalue("record") or ""
locus = form.getvalue("locus") or ""
variant = form.getvalue("variant") or ""
hexcode = form.getvalue("hexcodecolour") or "#FFFFFF"
totalReadsMapped = form.getvalue("numberofreads") or 0
dumpMethod = form.getvalue("dumpMethod") or ""
status = form.getvalue("status") or ""
remoteDrive = form.getvalue("remoteDrive") or ""
bamType = form.getvalue("bamType") or ""
cachedDatapoints = form.getvalue("cachedDatapoints")
if (
cachedDatapoints is not None
and isinstance(cachedDatapoints, str)
and cachedDatapoints.lower() == "true"
) or (cachedDatapoints is True): # Verify cachedDatapoint is a boolean
cachedDatapoints = True
else:
cachedDatapoints = False
base64img = None
r = None
abs_fpkm = None
############################################################################
# Generate new data or return cached data for speedy first-load.
############################################################################
# (status == 0) => RETURN NEWLY GENERATED DATA
# subprocess.check_output(['export', 'LD_LIBRARY_PATH=/usr/local/lib/'])
if status == 0 or status == "0":
# Get info required for generating new data
variant_structure = json.loads(form.getvalue("struct")) # Exon-Intron
# Ensure start and end are valid integers
start = (
validateStart(
int(form.getvalue("start") or 0), int(form.getvalue("end") or 0)
)
- 1
)
end = (
validateEnd(
int(form.getvalue("start") or 0), int(form.getvalue("end") or 0)
)
+ 1
)
# Ensure chromosome is a valid string
chromosome = validateChromosome(str(locus[2]) if locus else "")
# Remove unused variable
yscale = -1 # RNA-Seq Mapping Coverage image y-axis max value
if form.getvalue("yscale"):
yscale = int(form.getvalue("yscale"))
# Now validate the data
if not validateTissue(tissue):
tissue = "undefined"
if not validateLocus(locus):
dumpError(
"Locus validation error",
locus,
record,
base64img,
abs_fpkm,
r,
totalReadsMapped,
)
# Remove unused variables
# region_lower and RNASeq_ReadsPerNucleotide were unused and removed
# Use f-strings for concatenation
region = f"Chr{chromosome}:{start}-{end}" if chromosome else ""
exons_in_variant = []
variants_count = -1
expected_expr_in_variant = []
expected_exonLength_in_variant = []
for vrnt in variant_structure:
variants_count += 1
exons_in_variant.append([])
expected_expr_in_variant.append([])
# Keep track of exons' start and end positions
for exon in vrnt["exon_coordinates"]:
exons_in_variant[variants_count].append(
(exon["exon_start"], exon["exon_end"])
)
# Append 100 for each exonic base, 1 for each intronic base.
for i in range(start, end):
i_in_exon = 0
for exon in exons_in_variant[variants_count]:
if exon[0] <= i <= exon[1]:
i_in_exon = 1
expected_expr_in_variant[variants_count].append(100)
break
if i_in_exon == 0:
expected_expr_in_variant[variants_count].append(1)
expected_exonLength_in_variant.append(
expected_expr_in_variant[variants_count].count(100)
)
# Calculate gene length without introns
expectedGeneLength = []
for i in range(variants_count + 1):
exonGeneLength = (end - start) - expected_exonLength_in_variant[i]
if exonGeneLength < 0:
exonGeneLength = 0
expectedGeneLength.append(exonGeneLength)
# Public datasets and their directories:
# There are no public record as of Sep 2025
publicDatapoints = {}
### Generate BAM directory link
bam_dir = "" # Reset bam_dir value
# Check if data is public or private dataset
if cachedDatapoints:
# This won't work after Sep 2025
for x in publicDatapoints: # If public, find tissue (x) to create bam_dir
if record in publicDatapoints[x]:
bam_dir = x + "/" + record
if bam_dir == "": # If tissue not found, download new bam index file
if record is not None:
bam_dir = "uploads" + "/" + record + "_" + start_time
else:
bam_dir = "uploads" + "/unknownRecord_" + start_time
else: # If private, download new bam index file
if record is not None:
bam_dir = "uploads" + "/" + record + "_" + start_time
else:
bam_dir = "uploads" + "/unknownRecord_" + start_time
# Google Drive and Amazon AWS not longer works!
bam_file = "" # Reset bam_file value
# Local
bam_file = remoteDrive
# Now make an image using samtools
base64img = makeImage(
bam_dir,
bam_file,
f"Chr{chromosome}",
start,
end,
record,
yscale,
hexcode,
remoteDrive,
bamType,
)
if base64img == "FAILED":
base64img = makeImage(
bam_dir,
bam_file,
f"chr{chromosome}",
start,
end,
record,
yscale,
hexcode,
remoteDrive,
bamType,
)
region = f"chr{chromosome}:{start}-{end}"
if base64img == "FAILED":
region = f"{chromosome}:{start}-{end}"
base64img = makeImage(
bam_dir,
bam_file,
chromosome,
start,
end,
record,
yscale,
hexcode,
remoteDrive,
bamType,
)
# Correct total reads mapped:
if totalReadsMapped is None or totalReadsMapped == "0" or totalReadsMapped == 0:
totalReadsMapped = 0
totalReadsMapped = determineReadMapNumber(
bam_dir, bam_file, totalReadsMapped, remoteDrive, bamType
)
# OFTEN, mpileup output doesn't include all the bases assigned to locus
# The ones that are not included should get a mpileup expression value of 0
# Take the exp_arr0 (generated in makeImage) and create exp_arr based on the above explanation
for i in range(start, end):
found = 0
for base in exp_arr0:
if i == base[0]:
found = 1
exp_arr.append(base[1])
if found == 0:
exp_arr.append(0)
# Compute sum(x) and sum(x^2)
sum_x = []
sum_xx = []
for var in expected_expr_in_variant:
tmp_sum_x = 0
tmp_sum_xx = 0
for val in var:
tmp_sum_x += val
tmp_sum_xx += val * val
sum_x.append(tmp_sum_x)
sum_xx.append(tmp_sum_xx)
# Compute SS_x - Standard deviation
ss_x = []
for i in range(len(sum_x)):
ss_x.append(sum_xx[i] - ((sum_x[i] * sum_x[i]) / (end - start)))
# Compute sum(y) and sum(Y^2)
sum_y = 0
sum_yy = 0
for val in exp_arr:
sum_y += val
sum_yy += val * val
# Compute SS_y - Standard deviation
ss_y = 0
ss_y = sum_yy - ((sum_y * sum_y) / (end - start))
# Compute sum(X * Y)
sum_xy = []
for variant11 in expected_expr_in_variant:
variant_sum_xy = 0
for i in range(len(variant11)):
variant_sum_xy += int(variant11[i]) * int(exp_arr[i])
sum_xy.append(variant_sum_xy)
# Count the number of mapped reads to the locus
# TODO: modify the mpileup call to include this information in it
# Hypothesis: since you need this info to create the mpileup output
# the same info would be there. So just pass that along instead of
# making this call .. to speed things up
# Set the environment
my_env = os.environ
my_env["LD_LIBRARY_PATH"] = "/usr/local/lib/"
lines = ""
try:
lines = subprocess.check_output(
["samtools", "view", bam_file, region], env=my_env
)
lines = str(lines.decode("utf-8"))
except subprocess.CalledProcessError:
dumpError(
"Unable to retrieve BAM data",
locus,
record,
base64img,
abs_fpkm,
r,
totalReadsMapped,
)
# Change this if FPKM is wrong for local data
# Sep 2025
# Fix mapped_reads count logic
if lines:
# Fix type error by ensuring `lines` is a string and `chromosome` is properly formatted
mapped_reads = (
str(lines).lower().count(f"\t{chromosome}\t") if chromosome else 0
)
# Fix type error in the second count call
mapped_reads = str(lines).lower().count("chr")
else:
mapped_reads = 0
abs_fpkm = []
for i in range(len(expectedGeneLength)):
# Ensure totalReadsMapped is a valid number
if totalReadsMapped:
rpkm = (
float(mapped_reads)
/ (float((expectedGeneLength[i])) / 1000.0)
/ (float(totalReadsMapped) / 1000000.0)
)
else:
rpkm = 0
abs_fpkm.append(round(rpkm, PRECISION))
# Calculate the r values for each variant.
r = []
for i in range(len(sum_xy)):
sp = sum_xy[i] - ((sum_x[i] * sum_y) / float(end - start))
if math.sqrt(ss_x[i] * ss_y) == 0:
r.append(float(0.00000))
else:
r_val = float(sp / (math.sqrt(ss_x[i] * ss_y)))
r.append(round(r_val, PRECISION))
# Remove the unused variable `RNASeq_ReadsPerNucleotide`
# RNASeq_ReadsPerNucleotide = base64img[1]
# Output the newly generated data
if dumpMethod == "complex":
dumpJSON_full(
200,
locus,
int(variant),
chromosome,
start,
end,
record,
tissue,
base64img[0].replace("\n", ""),
mapped_reads,
abs_fpkm,
r,
totalReadsMapped,
base64img[1],
exp_arr,
expected_expr_in_variant,
)
elif dumpMethod != "complex":
dumpJSON(
200,
locus,
int(variant),
chromosome,
start,
end,
record,
tissue,
base64img[0].replace("\n", ""),
mapped_reads,
abs_fpkm,
r,
totalReadsMapped,
)
else:
if dumpMethod != "complex":
# Araport 11 data starts here:
if record == "ERR274310":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"ERR274310",
"aerial",
"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",
8485,
[370.51093, 311.19754, 259.19298, 222.75943],
[0.56793, 0.59246, 0.6823, 0.59941],
29098868,
)
elif record == "SRR548277":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR548277",
"aerial",
"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",
4192,
[500.28703, 420.19839, 349.97857, 300.78372],
[0.57105, 0.51184, 0.60217, 0.65404],
10647001,
)
elif record == "SRR847504":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR847504",
"aerial",
"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",
3267,
[235.16092, 197.5151, 164.50813, 141.38399],
[0.49921, 0.53496, 0.61362, 0.66986],
17652623,
)
elif record == "SRR847505":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR847505",
"aerial",
"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",
7038,
[614.71858, 516.31113, 430.0298, 369.58253],
[0.5243, 0.56367, 0.64475, 0.69137],
14547829,
)
elif record == "SRR547531":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR547531",
"aerial",
"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",
4068,
[379.3159, 318.59297, 265.35255, 228.05318],
[0.58381, 0.51408, 0.60322, 0.69146],
13627154,
)
elif record == "SRR847503":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR847503",
"aerial",
"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",
3642,
[243.40659, 204.44075, 170.27643, 146.34147],
[0.51589, 0.54839, 0.62808, 0.67733],
19012222,
)
elif record == "SRR847506":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR847506",
"aerial",
"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",
8470,
[739.79346, 621.36335, 517.52663, 444.78033],
[0.51588, 0.55626, 0.63728, 0.68627],
14547829,
)
elif record == "SRR1207194":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR1207194",
"carpel",
"iVBORw0KGgoAAAANSUhEUgAAAcIAAAAyBAMAAAA908bbAAAAFVBMVEX/////AABkzGX//wAAAADAwMD//wAQdckaAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAClElEQVRoge3YS5KjMAwAUC8yOheLXGF6rU3r/kdogo0tWcIxxOaTQtVVCf7qNcZAnLvjjjvu2CH+/W8ZP7rot+kE66LD/wt0EXWYphDPp3u4x9BtfNDEnYXD+DcMj5ZDChNoD2HL2d7GcxiFjc4hiI9wcLhwXKPNzmGgEVeR9uwsHLoKEUgRx6Ims9XGuECb7TQA+PoYhRhKiN4KWS1kLQszrU9ua4hkyee+VQjm8rXKlLDjqsiF6D8olbwRsoOTCLO9USS1VYhzRdZyCqtMbVb9hFgjzKbnwnFBE8z5GduuebcxNquW27OYEegLhbQshI3CcAy6qTtcSAUhhAbqQqRMODdYEqIq6y3km19BSKEkFwoIUVmIzlIfLfSZQvz6gXBconovdjsLNdhnSg2EONZUChveLsRVJPPnQuDC1AM5BGI9zt2zmy2fgD3SgTrZDYVicCEE8EKkOTGKX0PzKcuyMDFcHIkJYVGIrlHwS0+eIfD7YhKSFqZFXCMkXuuF6b5ynJAKQsqE6XRbQhC1hwhl/jGhJSF0FTa7EHkWb4UkWgQhK1gnpLiHdhdSeN6XGRSA4qksK1ghhNcvBkDWjbOFEJiDf4+zVQqhLEzvUk7WTtc5G0IJQxbbhfxMdRXGR21D6A8LQvsVsyqAOz4QYoUQrVp2XBC+drejhXlBLkQtyo/TCELor3Hcehalo6PQENUKUf5oUv/L3Tx8E6Fd0EgIomrdyYTQE84sjFvRXFbNQ4r3qksI40NitXB626P0QHIJYXh/qwSSXOenFbIOwHrWCJHUEGcWUmxdBcxGvobQbvVFQrBbfZFwodVCWB0vI8RbqAf+QmGhY71QCs4lhELHD4RZQTeh71vacGzghYRiiCn+AEqEpXKjLFaoAAAAAElFTkSuQmCC",
10293,
[316.71072, 266.00997, 221.55674, 190.41355],
[0.60702, 0.62834, 0.72183, 0.72763],
41295666,
)
elif record == "SRR1207195":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR1207195",
"carpel",
"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",
11302,
[367.52895, 308.69294, 257.10692, 220.9666],
[0.61017, 0.63474, 0.72791, 0.73422],
39074103,
)
elif record == "SRR1019436":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR1019436",
"dark",
"iVBORw0KGgoAAAANSUhEUgAAAcIAAAAyBAMAAAA908bbAAAAFVBMVEX/////AABkzGX//wAAAADAwMDMzJesWPEEAAAACXBIWXMAAA7EAAAOxAGVKw4bAAACD0lEQVRoge3XQXKEIBAFUBeTfy4XuUKyZjN9/yMEHMUWGwFBByZ0paxSoNuHwFSGoUePHj1uiK+f/PilJz0L5CkexWYJRKSKZcuLxzg8zKVs1CQc9d84ls5K0ULEdcsIrRvLE+OEGO4Qfj+0UF+KBiahCnUjkBYiOmswoRijEY7nhZAKT8LwRzR9WL8Q9UAIncfXlnvSGMq+4CT01tz2sh2JXeVSh28RrHcu1sx8UYaE4L2Wjnh9TP+n56sCbtMNQv5mFKi4kJZQ861uwDrMyWtzmqkQhZecWkzIiAEhfEK9m1whlrRgQt1ReI1LfoLBhWsBOiZ6hfw9Z6oVL82Dwj61HVl8pTIIE9p39YyKFZoE2/upWUi9NpWz8aq2iNo8XsopdxhFC5EmpOILNSScdg3ceaV4odmWrpBP3lXC+SADeDVRCL566fWbjRShdH8oLLNM51N5m5SlZ/XYsYCGhOQVOg30WmYr6EOEtAsu3D4oL8zdicgVomqh3kYmNfzCqeVICOfBBcIMopGZDBlCz4PCwuj/OJ2YBvOaktB2eaPw7GnDKxwJpbhbqHKBHymEkKFe4ZllKs1RxULVhf9QCClBF75RmH7UiFNUs1B1YfPC1GXqZG9BqNKE8vCqhWkf0TNBdQtTiNgNbkKYQNyP7cI6hCoWCN/Y2oWxH1EAdmFTQoiDGxFGGH0DmxGqvekPQRmx5ysd18YAAAAASUVORK5CYII=",
7455,
[427.75846, 359.28058, 299.2408, 257.17793],
[0.62399, 0.62238, 0.71695, 0.72895],
22144930,
)
elif record == "SRR1019437":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR1019437",
"dark",
"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",
9437,
[496.34415, 416.88671, 347.22031, 298.41318],
[0.62001, 0.62555, 0.72142, 0.7293],
24158853,
)
elif record == "SRR1049784":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR1049784",
"dark",
"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",
12298,
[302.45506, 254.03643, 211.58412, 181.84273],
[0.42622, 0.4294, 0.49922, 0.51709],
51665293,
)
elif record == "SRR477076":
dumpJSON(
200,
"AT2G24270",
1,
2,
10326917,
10330049,
"SRR477076",
"dark",
"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",
9459,
[594.95424, 499.71077, 416.20354, 357.69976],
[0.60856, 0.61366, 0.70647, 0.71542],