changeset 0:79fa4330f2c9 draft default tip

planemo upload commit 27af5cba48986d508a67a5024a3bd35dd47bee15-dirty
author jpayne
date Mon, 08 Dec 2025 20:18:03 +0000
parents
children
files bio2srr.py bio2srr.xml job_conf.yml test-data/accessions.txt test-data/metadata.tsv test-data/metadata.tsv.bak tests.py
diffstat 7 files changed, 488 insertions(+), 0 deletions(-) [+]
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/bio2srr.py	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,276 @@
+"Grab SRR numbers from Bioprojects and sub-bioprojects via Eutils"
+
+import requests
+import sys
+import csv
+import os
+
+try:
+    from itertools import batched
+except ImportError:
+    from itertools import islice
+    def batched(iterable, n):
+        "Batch data into tuples of length n. The last batch may be shorter."
+        # batched('ABCDEFG', 3) --> ABC DEF G
+        if n < 1:
+            raise ValueError('n must be at least one')
+        it = iter(iterable)
+        while batch := tuple(islice(it, n)):
+            yield batch
+from functools import cmp_to_key
+from time import sleep
+from xml.etree import ElementTree as xml
+
+esearch = "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi"
+esummary = "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi"
+elink = "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi"
+
+
+import logging
+logging.basicConfig(level=logging.INFO)
+
+logger = logging.getLogger("bio2srr")
+
+extra_params = {}
+
+api_key = os.environ.get("NCBI_API_KEY")
+
+if api_key:
+    logger.info(f"Using NCBI API key {api_key[:4]}{'*' * (len(api_key) - 8)}{api_key[-4:]}")
+    extra_params["api_key"] = api_key
+
+def log(msg):
+    if api_key:
+        logger.info(msg.replace(api_key, f"{api_key[:4]}{'*' * (len(api_key) - 8)}{api_key[-4:]}")) # fix logging later
+    else:
+        logger.info(msg)
+
+def get_tag(root, tag):
+    val = root.find(tag)
+    if val is not None:
+        return val.text
+    log(f"No result for {tag}")
+
+
+
+def header_sort_override(a, b):
+    if a == b:
+        return 0
+    try:
+        for name in ["bioproject", "srr_accession", "biosample_accession", "organism", "taxid", "package",]:
+            if a == name:
+                return -1
+            if b == name:
+                return 1
+    except:
+        pass
+    if a < b:
+        return -1
+    else:
+        return 1
+
+hso = cmp_to_key(header_sort_override)
+
+def resolve_bioproject_ids_and_links(bioproject_id_list):
+    "Recursively follow bioproject and biosample links, yield biosample UID's and biosample XML"
+    for i, (bioproject, bioproject_id) in enumerate(bioproject_id_list):
+        log(f"Processing {bioproject} ({bioproject_id}) {i+1}/{len(bioproject_id_list)}")
+        #get bioproject to bioproject links
+        response = requests.get(elink, params=dict(db="bioproject", dbfrom="bioproject", id=bioproject_id, format="json", **extra_params))
+        response.raise_for_status()
+        reply = response.json()
+        linksets = reply.get("linksets", [{}])[0].get("linksetdbs", [0,0,{}])
+        if len(linksets) >= 3:
+            for id in linksets[2].get("links", []): #third index is the up to down links
+                response = requests.get(esummary, params=dict(id=id, db="bioproject", format="json"))
+                response.raise_for_status()
+                replyy = response.json()
+                biop = replyy["result"][id]["project_acc"]
+                if id not in bioproject_id_list:
+                    bioproject_id_list.append((biop, id)) # recurse over bioproject links
+        # get bioproject to biosample links
+        response = requests.get(elink, params=dict(db="biosample", dbfrom="bioproject", id=bioproject_id, format="json", **extra_params))
+        response.raise_for_status()
+        reply = response.json()
+        links = reply.get("linksets", [{}])[0].get("linksetdbs", [{}])[0].get("links", [])
+        log(f"Found {len(links)} biosample links for {bioproject} ({bioproject_id})")
+        for ids in batched(links, 200):
+            response = requests.get(esummary, params=dict(id=",".join(ids), db="biosample", format="json"))
+            response.raise_for_status()
+            replyy = response.json()
+            for field, value in replyy.get("result", {}).items():
+                if "uids" not in field:
+                    yield bioproject, field, value["sampledata"] # this is XML, deleriously
+                    sleep(1 if not api_key else 0.1)
+
+
+biosample_example = """
+<BioSample access="public" publication_date="2020-12-21T00:00:00.000" last_update="2022-06-23T17:45:35.674" submission_date="2020-12-21T15:08:05.690" id="17131268" accession="SAMN17131268">
+    <Ids>     
+        <Id db="BioSample" is_primary="1">SAMN17131268</Id>
+        <Id db_label="Sample name">CJP19-D996</Id>
+    </Ids>
+    <Description>     
+        <Title>Pathogen: environmental/food/other sample from Campylobacter jejuni</Title>     
+        <Organism taxonomy_id="197" taxonomy_name="Campylobacter jejuni">       
+            <OrganismName>Campylobacter jejuni</OrganismName>
+        </Organism>   
+    </Description>   
+    <Owner>     
+        <Name url="http://www.fda.gov/Food/FoodScienceResearch/WholeGenomeSequencingProgramWGS/default.htm" abbreviation="CFSAN">FDA Center for Food Safety and Applied Nutrition</Name> 
+    </Owner> 
+    <Models>   
+        <Model>Pathogen.env</Model>  
+    </Models>  
+    <Package display_name="Pathogen: environmental/food/other; version 1.0">Pathogen.env.1.0</Package> 
+    <Attributes>  
+        <Attribute attribute_name="strain" harmonized_name="strain" display_name="strain">CJP19-D996</Attribute>  
+        <Attribute attribute_name="collection_date" harmonized_name="collection_date" display_name="collection date">missing</Attribute>     
+        <Attribute attribute_name="geo_loc_name" harmonized_name="geo_loc_name" display_name="geographic location">missing</Attribute>     
+        <Attribute attribute_name="collected_by" harmonized_name="collected_by" display_name="collected by">CDC</Attribute>     
+        <Attribute attribute_name="lat_lon" harmonized_name="lat_lon" display_name="latitude and longitude">missing</Attribute>     
+        <Attribute attribute_name="isolation_source" harmonized_name="isolation_source" display_name="isolation source">missing</Attribute>     
+        <Attribute attribute_name="isolate" harmonized_name="isolate" display_name="isolate">CFSAN091032</Attribute>     
+        <Attribute attribute_name="project name" harmonized_name="project_name" display_name="project name">GenomeTrakr</Attribute>     
+        <Attribute attribute_name="sequenced by" harmonized_name="sequenced_by" display_name="sequenced by">FDA Center for Food Safety and Applied Nutrition</Attribute>   
+    </Attributes>   
+    <Links>     
+        <Link type="entrez" target="bioproject" label="PRJNA681235">681235</Link>   
+    </Links>
+    <Status status="live" when="2020-12-21T15:08:05.693"/> 
+</BioSample>
+
+"""
+
+def flatten_biosample_xml(biosampxml):
+    root = xml.fromstring(biosampxml)
+    accession = get_tag(root, r'.//Id[@db="BioSample"]')
+    # sample_name = get_tag(root, r'.//Id[@db_label="Sample name"]')
+    organism = get_tag(root, r".//OrganismName")
+    tax_id = root.find(r".//Organism").attrib.get("taxonomy_id")
+    package = get_tag(root, r".//Package")
+    sampledict = dict(
+        biosample_accession=accession,
+        # sample_name=sample_name,
+        organism = organism,
+        taxid = tax_id,
+        package = package
+    )
+    for attribute in root.findall("Attributes/Attribute"):
+        sampledict[attribute.attrib.get("harmonized_name", attribute.attrib['attribute_name'])] = attribute.text
+
+    return sampledict
+
+
+def yield_sra_runs_from_sample(biosample):
+    sleep(1 if not api_key else 0.1)
+    response = requests.get(elink, params=dict(id=biosample, dbfrom="biosample", db="sra", format="json", **extra_params))
+    response.raise_for_status()
+    reply = response.json()
+    for ids in batched(reply.get("linksets", [{}])[0].get("linksetdbs", [{}])[0].get("links", []), 200):
+        sleep(1 if not api_key else 0.1)
+        response = requests.get(esummary, params=dict(id=','.join(ids), db="sra", format="json", **extra_params))
+        response.raise_for_status()
+        replyy = response.json()
+        for field, value in replyy.get("result", {}).items():
+            if "uids" not in field:
+                yield field, value.get("runs")
+
+
+runs_example = """
+<Run acc="SRR13167188" total_spots="827691" total_bases="385043067" load_done="true" is_public="true" cluster_name="public" static_data_available="true"/>  
+<Run acc="SRR13167189" total_spots="827691" total_bases="385043067" load_done="true" is_public="true" cluster_name="public" static_data_available="true"/>   
+"""
+
+def flatten_runs(runxml):
+    root = xml.fromstring(f"<data>{runxml}</data>") # gotta fix their garbage embedded XML since it isn't singly-rooted
+    for run in root.findall(".//Run"):
+        if run.attrib["is_public"] == "false":
+            logger.warning(f"Skipping non-public run {run.attrib['acc']}")
+        yield dict(
+            sra_run_accession = run.attrib["acc"],
+            total_spots = run.attrib["total_spots"],
+            total_bases = run.attrib["total_bases"],
+        )
+
+
+
+def main(starting_bioproject):
+    rows = []
+    response = requests.get(esearch, params=dict(db="bioproject", term=starting_bioproject, field="PRJA", format="json"))
+    response.raise_for_status()
+    reply = response.json()
+    try:
+        bioproject_id = reply["esearchresult"]["idlist"][0]
+        log(f"Found UID {bioproject_id} for '{starting_bioproject}'")
+    except IndexError:
+        logger.error(f"No results found for '{starting_bioproject}'. Error was \"{reply['esearchresult']['warninglist']['outputmessages']}\"")
+        sys.exit(1)
+    sleep(1 if not api_key else 0.1)
+    for bioproject, biosample, biosample_xml in resolve_bioproject_ids_and_links([(starting_bioproject, bioproject_id)]):
+        try:
+            sampledict = flatten_biosample_xml(biosample_xml)
+        except KeyError:
+            log(biosample_xml)
+            raise
+        sampledict["bioproject"] = bioproject
+        noruns = True
+        for sra, runs in yield_sra_runs_from_sample(biosample):
+            for run in flatten_runs(runs.strip()):
+                noruns = False
+                run.update(sampledict)
+                rows.append(run)
+        if noruns:
+            rows.append(sampledict)
+
+    log(f"Writing {len(rows)} rows to metadata.tsv")
+
+    header = set()
+    for row in rows:
+        for key in row.keys():
+            header.add(key)
+
+    header = sorted(list(header), key=hso)
+    # logger.info(f"Header: {header}")
+
+    rows.sort(key=lambda x: x["biosample_accession"])
+
+    with open("metadata.tsv", "w") as f:
+        writer = csv.DictWriter(f, fieldnames=header, delimiter="\t", dialect="excel")
+        writer.writeheader()
+        writer.writerows(rows)
+
+    # check for duplicate runs and unreleased samples
+
+    accessions = [row.get("sra_run_accession") for row in rows if row.get("sra_run_accession")]
+
+    raw_length = len(accessions)
+
+    accessions = sorted(list(set(accessions)))
+
+    if raw_length < len(rows):
+        logger.warning(f"Bioproject {starting_bioproject} contains unreleased samples. {len(rows) - raw_length} samples will not be included in accessions.txt")
+
+    if len(accessions) < raw_length:
+        logger.warning(f"Some SRA runs may have been reached through multiple projects or samples. accessions.txt will be deduplicated but the metadata table is not")
+
+    log(f"Writing {len(accessions)} unique accessions to accessions.txt")
+
+    with open("accessions.txt", "w") as f:
+        for accession in accessions:
+            f.write(accession + "\n")
+
+
+if __name__ == "__main__":
+    b = sys.argv[1].strip()
+    log(f"Starting with {b}")
+    try:
+        main(b)
+    except requests.HTTPError as e:
+        logger.error(e)
+        sys.exit(1)
+
+                
+
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/bio2srr.xml	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,31 @@
+<tool id="bio2srr" name="Bioproject to SRR" version="3.0.1">
+	<description>Retrieve SRR accessions and sample metadata from BioProject. Recursively follows links to subprojects.</description>
+    <requirements>
+        <container type="docker">docker.io/crashfrog/bp2srr-galaxy:latest</container>
+    </requirements>
+    <command detect_errors="exit_code"><![CDATA[
+        python /bio2srr.py "$input1"
+    ]]></command>
+    <inputs>
+        <param type="text" name="input1" label="BioProject" />
+    </inputs>
+    <outputs>
+    	<data format="txt" name="output" from_work_dir="accessions.txt" label="${input1} Accessions" />
+        <data format="tabular" name="metadata" from_work_dir="metadata.tsv" label="${input1} Metadata" />
+    </outputs>
+    <tests>
+    	<test>
+    		<param name="input1" value="PRJNA681235" />
+    		<output name="output" file="accessions.txt" />
+            <output name="metadata" file="metadata.tsv" />
+    	</test>
+        <test expect_failure="1">
+            <param name="input1" value="NOTHING" />
+        </test>
+    </tests>
+    <help><![CDATA[
+        Retrieve SRR accessions and sample metadata from a BioProject, including subprojects. It's a JOIN, so if a sample is associated with multiple SRA runs, then each run has a copy of the sample's metadata.
+    ]]></help>
+    <citations>
+    </citations>
+</tool>
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/job_conf.yml	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,34 @@
+runners:
+  local:
+    load: galaxy.jobs.runners.local:LocalJobRunner
+    workers: 16
+
+# handling:
+#   processes:
+#     handler0:
+
+execution:
+  default: local
+  environments:
+    local:
+      runner: local
+    docker_local:
+      runner: local
+      docker_enabled: true
+      # container: "auto"
+      docker_volumes: $defaults
+      # docker_set_user: null
+      docker_run_extra_arguments: "--entrypoint ''"
+      docker_set_user: root
+
+tools:
+- id: bio2srr
+  # handler: handler0
+  environment: docker_local
+
+limits:
+-
+  # Amount of time a job can run (in any environment) before it
+  # will be terminated by Galaxy.
+  type: walltime
+  value: '01:00:00'
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/accessions.txt	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,5 @@
+SRR13160357
+SRR13160358
+SRR13160359
+SRR13160360
+SRR13167188
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/metadata.tsv	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,8 @@
+bioproject	biosample_accession	organism	taxid	package	Genus	ProjectAccession	PublicAccession	Species	attribute_package	collected_by	collection_date	geo_loc_name	isolate	isolate_name_alias	isolation_source	lat_lon	project_name	sequenced_by	sra_run_accession	strain	total_bases	total_spots
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	Escherichia	PRJNA681235	CFSAN091029	coli	environmental/food/other	CDC	2019	USA		CFSAN091029	missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition	SRR13160357	ECP19-2498	312756765	660858
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	Escherichia	PRJNA681235	CFSAN091029	coli	environmental/food/other	CDC	2019	USA		CFSAN091029	missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition	SRR13160358	ECP19-2498	327001270	704624
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	Escherichia	PRJNA681235	CFSAN091027	coli	environmental/food/other	CDC	2019	USA		CFSAN091027	missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition	SRR13160360	ECP19-598	316865532	683880
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	Escherichia	PRJNA681235	CFSAN091028	coli	environmental/food/other	CDC	2019	USA		CFSAN091028	missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition	SRR13160359	ECP19-798	473318585	1007158
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	Escherichia	PRJNA681235	CFSAN091030	coli	environmental/food/other	CDC	2019	USA		CFSAN091030	missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition	SRR13167188	ECP19-198	385043067	827691
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0						CDC	missing	missing	CFSAN091031		missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition		CJP19-D445		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0						CDC	missing	missing	CFSAN091032		missing	missing	GenomeTrakr	FDA Center for Food Safety and Applied Nutrition		CJP19-D996		
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/metadata.tsv.bak	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,92 @@
+bioproject	biosample_accession	organism	taxid	package	total_bases	lat_lon	geo_loc_name	collection_date	isolate_name_alias	isolate	sra_run_accession	Species	sequenced_by	strain	isolation_source	attribute_package	project_name	total_spots	ProjectAccession	collected_by	PublicAccession	Genus
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1008246	missing	USA	2019	CFSAN091029		SRR288080	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	3835	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	63477063	missing	USA	2019	CFSAN091029		SRR005375	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	237172	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	21805775	missing	USA	2019	CFSAN091029		SRR005372	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	88278	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	59522375	missing	USA	2019	CFSAN091029		SRR000090	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	222843	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	392964	missing	USA	2019	CFSAN091029		SRR000091	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	1467	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	872292	missing	USA	2019	CFSAN091029		SRR000092	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	3261	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	60878431	missing	USA	2019	CFSAN091029		SRR000093	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	227850	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1311175	missing	USA	2019	CFSAN091029		SRR000094	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	4908	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	592711	missing	USA	2019	CFSAN091029		SRR000095	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	2214	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	35726106	missing	USA	2019	CFSAN091029		SRR000078	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	136244	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	33865731	missing	USA	2019	CFSAN091029		SRR000079	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	128606	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	43110538	missing	USA	2019	CFSAN091029		SRR000072	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	164772	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	834018	missing	USA	2019	CFSAN091029		SRR000073	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	3206	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1191933	missing	USA	2019	CFSAN091029		SRR000074	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	4540	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	817514	missing	USA	2019	CFSAN091029		SRR000075	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	3107	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	53028372	missing	USA	2019	CFSAN091029		SRR000076	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	201721	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	322254	missing	USA	2019	CFSAN091029		SRR000077	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	1226	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	69214301	missing	USA	2019	CFSAN091029		SRR000070	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	262057	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946945	Escherichia coli O157:H7	83334	Pathogen.env.1.0	56794062	missing	USA	2019	CFSAN091029		SRR000071	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-2498	missing	environmental/food/other	GenomeTrakr	215192	PRJNA681235	CDC	CFSAN091029	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1008246	missing	USA	2019	CFSAN091027		SRR288080	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	3835	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	59522375	missing	USA	2019	CFSAN091027		SRR000090	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	222843	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	392964	missing	USA	2019	CFSAN091027		SRR000091	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	1467	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	872292	missing	USA	2019	CFSAN091027		SRR000092	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	3261	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	60878431	missing	USA	2019	CFSAN091027		SRR000093	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	227850	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1311175	missing	USA	2019	CFSAN091027		SRR000094	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	4908	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	592711	missing	USA	2019	CFSAN091027		SRR000095	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	2214	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	35726106	missing	USA	2019	CFSAN091027		SRR000078	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	136244	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	33865731	missing	USA	2019	CFSAN091027		SRR000079	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	128606	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	69214301	missing	USA	2019	CFSAN091027		SRR000070	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	262057	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946946	Escherichia coli O157:H7	83334	Pathogen.env.1.0	56794062	missing	USA	2019	CFSAN091027		SRR000071	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-598	missing	environmental/food/other	GenomeTrakr	215192	PRJNA681235	CDC	CFSAN091027	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1008246	missing	USA	2019	CFSAN091028		SRR288080	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	3835	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	59522375	missing	USA	2019	CFSAN091028		SRR000090	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	222843	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	392964	missing	USA	2019	CFSAN091028		SRR000091	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	1467	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	872292	missing	USA	2019	CFSAN091028		SRR000092	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	3261	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	60878431	missing	USA	2019	CFSAN091028		SRR000093	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	227850	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1311175	missing	USA	2019	CFSAN091028		SRR000094	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	4908	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	592711	missing	USA	2019	CFSAN091028		SRR000095	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	2214	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	42230342	missing	USA	2019	CFSAN091028		SRR000080	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	158320	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	48201615	missing	USA	2019	CFSAN091028		SRR000081	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	180220	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	35726106	missing	USA	2019	CFSAN091028		SRR000078	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	136244	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	33865731	missing	USA	2019	CFSAN091028		SRR000079	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	128606	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	69214301	missing	USA	2019	CFSAN091028		SRR000070	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	262057	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16946947	Escherichia coli O157:H7	83334	Pathogen.env.1.0	56794062	missing	USA	2019	CFSAN091028		SRR000071	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-798	missing	environmental/food/other	GenomeTrakr	215192	PRJNA681235	CDC	CFSAN091028	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1008246	missing	USA	2019	CFSAN091030		SRR288080	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	3835	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	63477063	missing	USA	2019	CFSAN091030		SRR005375	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	237172	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	21805775	missing	USA	2019	CFSAN091030		SRR005372	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	88278	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	59522375	missing	USA	2019	CFSAN091030		SRR000090	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	222843	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	392964	missing	USA	2019	CFSAN091030		SRR000091	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	1467	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	872292	missing	USA	2019	CFSAN091030		SRR000092	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	3261	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	60878431	missing	USA	2019	CFSAN091030		SRR000093	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	227850	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1311175	missing	USA	2019	CFSAN091030		SRR000094	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	4908	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	592711	missing	USA	2019	CFSAN091030		SRR000095	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	2214	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	35726106	missing	USA	2019	CFSAN091030		SRR000078	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	136244	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	33865731	missing	USA	2019	CFSAN091030		SRR000079	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	128606	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	43110538	missing	USA	2019	CFSAN091030		SRR000072	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	164772	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	834018	missing	USA	2019	CFSAN091030		SRR000073	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	3206	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	1191933	missing	USA	2019	CFSAN091030		SRR000074	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	4540	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	817514	missing	USA	2019	CFSAN091030		SRR000075	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	3107	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	53028372	missing	USA	2019	CFSAN091030		SRR000076	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	201721	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	322254	missing	USA	2019	CFSAN091030		SRR000077	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	1226	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	69214301	missing	USA	2019	CFSAN091030		SRR000070	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	262057	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	56794062	missing	USA	2019	CFSAN091030		SRR000071	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	215192	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	63395546	missing	USA	2019	CFSAN091030		SRR000068	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	247135	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN16956340	Escherichia coli O157:H7	83334	Pathogen.env.1.0	57476129	missing	USA	2019	CFSAN091030		SRR000069	coli	FDA Center for Food Safety and Applied Nutrition	ECP19-198	missing	environmental/food/other	GenomeTrakr	224837	PRJNA681235	CDC	CFSAN091030	Escherichia
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	1008246	missing	missing	missing		CFSAN091031	SRR288080		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	3835		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	42230342	missing	missing	missing		CFSAN091031	SRR000080		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	158320		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	48201615	missing	missing	missing		CFSAN091031	SRR000081		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	180220		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	35726106	missing	missing	missing		CFSAN091031	SRR000078		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	136244		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	33865731	missing	missing	missing		CFSAN091031	SRR000079		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	128606		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	63395546	missing	missing	missing		CFSAN091031	SRR000068		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	247135		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	57476129	missing	missing	missing		CFSAN091031	SRR000069		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	224837		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	63790620	missing	missing	missing		CFSAN091031	SRR000066		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	242673		CDC		
+PRJNA681235	SAMN17131267	Campylobacter jejuni	197	Pathogen.env.1.0	66936400	missing	missing	missing		CFSAN091031	SRR000067		FDA Center for Food Safety and Applied Nutrition	CJP19-D445	missing		GenomeTrakr	255351		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	1008246	missing	missing	missing		CFSAN091032	SRR288080		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	3835		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	155025677	missing	missing	missing		CFSAN091032	SRR287817		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	1414888		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	64994909	missing	missing	missing		CFSAN091032	SRR000089		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	250945		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	62912540	missing	missing	missing		CFSAN091032	SRR000088		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	242861		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	1051130	missing	missing	missing		CFSAN091032	SRR000087		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	4049		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	525756	missing	missing	missing		CFSAN091032	SRR000086		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	2047		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	436118	missing	missing	missing		CFSAN091032	SRR000085		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	1684		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	466139	missing	missing	missing		CFSAN091032	SRR000084		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	1803		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	1251016	missing	missing	missing		CFSAN091032	SRR000083		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	4841		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	1227889	missing	missing	missing		CFSAN091032	SRR000082		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	4753		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	42230342	missing	missing	missing		CFSAN091032	SRR000080		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	158320		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	48201615	missing	missing	missing		CFSAN091032	SRR000081		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	180220		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	35726106	missing	missing	missing		CFSAN091032	SRR000078		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	136244		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	33865731	missing	missing	missing		CFSAN091032	SRR000079		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	128606		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	63395546	missing	missing	missing		CFSAN091032	SRR000068		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	247135		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	57476129	missing	missing	missing		CFSAN091032	SRR000069		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	224837		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	63790620	missing	missing	missing		CFSAN091032	SRR000066		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	242673		CDC		
+PRJNA681235	SAMN17131268	Campylobacter jejuni	197	Pathogen.env.1.0	66936400	missing	missing	missing		CFSAN091032	SRR000067		FDA Center for Food Safety and Applied Nutrition	CJP19-D996	missing		GenomeTrakr	255351		CDC		
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/tests.py	Mon Dec 08 20:18:03 2025 +0000
@@ -0,0 +1,42 @@
+import pytest
+
+from bio2srr import *
+
+
+def test_element_tree_xpath():
+    from xml.etree import ElementTree as xml
+    root = xml.fromstring(biosample_example)
+    assert root.find(".//Id[@db='BioSample']") is not None
+
+def test_flatten_biosample_xml():
+    d = flatten_biosample_xml(biosample_example)
+    assert d['biosample_accession'] == 'SAMN17131268'
+    assert d['organism'] == 'Campylobacter jejuni'
+    assert d['isolate'] == 'CFSAN091032'
+
+def test_flatten_runs():
+    d = list(flatten_runs(runs_example))
+    assert len(d) == 2
+
+def test_header_sort_override_consistency():
+    import random
+    L = ["C", "B", "A", "taxid", "bioproject"]
+    L.sort(key=hso)
+    # assert L[0] == "bioproject"
+    A = L.copy()
+    assert A == L
+    R = []
+    for _ in range(100):
+        random.shuffle(A)
+        A.sort(key=hso)
+        R.append(A == L)
+    assert all(R)
+
+def test_hso_override():
+    assert header_sort_override("bioproject", "taxid") < 0
+    assert header_sort_override("taxid", "bioproject") > 0
+    assert header_sort_override("taxid", "taxid") == 0
+
+def test_hso_regular():
+    assert header_sort_override("A", "B") < 0
+    assert header_sort_override("B", "A") > 0
\ No newline at end of file