From 8d24eb4fb838e3fb3f474843037bd9a6222cbfcd Mon Sep 17 00:00:00 2001 From: Sebastian Schoenherr Date: Tue, 11 Apr 2023 14:52:14 +0200 Subject: [PATCH 1/4] Remove url-based uploads and check for missing files (#106) * Remove error messages * Remove url-based uploads * Remove http and sftp tests * Write correct context messages when URL-based uploads are used * Check for non-existing input folder or empty files --------- Co-authored-by: Lukas Forer --- .../imputationserver/steps/FastQualityControl.java | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/src/main/java/genepi/imputationserver/steps/FastQualityControl.java b/src/main/java/genepi/imputationserver/steps/FastQualityControl.java index aaa8d1ab..6acea130 100644 --- a/src/main/java/genepi/imputationserver/steps/FastQualityControl.java +++ b/src/main/java/genepi/imputationserver/steps/FastQualityControl.java @@ -83,8 +83,20 @@ public boolean run(WorkflowContext context) { return false; } + File dir = new File(inputFiles); + + if (!dir.exists()) { + context.error("No input folder specified."); + return false; + } + String[] vcfFilenames = FileUtil.getFiles(inputFiles, "*.vcf.gz$|*.vcf$"); + if (vcfFilenames.length == 0) { + context.error("No input files found."); + return false; + } + Arrays.sort(vcfFilenames); LineWriter excludedSnpsWriter = null; From ce55c431bf2c79eea10bc65102c3b026d32d45d1 Mon Sep 17 00:00:00 2001 From: Sebastian Schoenherr Date: Wed, 26 Apr 2023 11:53:02 +0200 Subject: [PATCH 2/4] Check for missing files in Input Validation step (#107) * Check for missing files * Add test case for empty input folder --- .../steps/InputValidation.java | 5 ++++ .../steps/InputValidationTest.java | 23 +++++++++++++++++++ 2 files changed, 28 insertions(+) diff --git a/src/main/java/genepi/imputationserver/steps/InputValidation.java b/src/main/java/genepi/imputationserver/steps/InputValidation.java index c70389ea..798e13a6 100644 --- a/src/main/java/genepi/imputationserver/steps/InputValidation.java +++ b/src/main/java/genepi/imputationserver/steps/InputValidation.java @@ -91,6 +91,11 @@ private boolean checkVcfFiles(WorkflowContext context) { boolean phased = true; + if (!new File(files).exists()) { + context.endTask("No input folder specified.", WorkflowContext.ERROR); + return false; + } + String[] vcfFiles = FileUtil.getFiles(files, "*.vcf.gz$|*.vcf$"); if (vcfFiles.length == 0) { diff --git a/src/test/java/genepi/imputationserver/steps/InputValidationTest.java b/src/test/java/genepi/imputationserver/steps/InputValidationTest.java index 1ca082e0..2a3d7ef0 100644 --- a/src/test/java/genepi/imputationserver/steps/InputValidationTest.java +++ b/src/test/java/genepi/imputationserver/steps/InputValidationTest.java @@ -39,6 +39,29 @@ public void testWithWrongReferencePanel() throws IOException { } + public void testWithEmptyInputFolder() throws IOException { + + String configFolder = "test-data/configs/hapmap-chr1"; + String inputFolder = "test-data/data/non-existing-folder"; + + // create workflow context + WorkflowTestContext context = buildContext(inputFolder, "hapmap2"); + + // create step instance + InputValidation inputValidation = new InputValidationMock(configFolder); + + // run and test + boolean result = run(context, inputValidation); + + // check if step is failed + assertEquals(false, result); + + // check error message + assertTrue(context.hasInMemory("[ERROR] No input folder specified.")); + + } + + public void testHg19DataWithBuild38() throws IOException { From c1544574322b200cc78fb09d04d1d0eab9cd3df3 Mon Sep 17 00:00:00 2001 From: Lukas Forer Date: Wed, 26 Apr 2023 11:53:33 +0200 Subject: [PATCH 3/4] Remove url upload from docs (#105) * Remove url-based file import from documentation * Cleanup old html documentation --- docs/api.md | 2 - docs/getting-started.md | 26 +-- docs/images/upload-data03.png | Bin 40752 -> 0 bytes docs/images/upload-data04.png | Bin 37704 -> 0 bytes pages/api.stache | 264 ---------------------- pages/caapa.stache | 17 -- pages/chrX.stache | 29 --- pages/chrX2.stache | 41 ---- pages/docker.stache | 87 ------- pages/faq.stache | 52 ----- pages/help.stache | 182 --------------- pages/images/help/admin-panel.png | Bin 9590 -> 0 bytes pages/images/help/applications.png | Bin 65311 -> 0 bytes pages/images/help/docker.ejs | 80 ------- pages/images/help/impute1.PNG | Bin 84072 -> 0 bytes pages/images/help/impute2.PNG | Bin 89745 -> 0 bytes pages/images/help/impute3.PNG | Bin 91504 -> 0 bytes pages/images/help/impute4_selectFiles.PNG | Bin 94821 -> 0 bytes pages/images/help/impute4_sftp_1.PNG | Bin 91196 -> 0 bytes pages/images/help/impute4_sftp_2.PNG | Bin 100647 -> 0 bytes pages/images/help/impute4_sftp_3.PNG | Bin 159160 -> 0 bytes pages/images/help/impute_exec1.PNG | Bin 89679 -> 0 bytes pages/images/help/impute_exec2.PNG | Bin 96524 -> 0 bytes pages/images/help/impute_exec3.PNG | Bin 104060 -> 0 bytes pages/images/help/impute_exec4.PNG | Bin 85425 -> 0 bytes pages/images/help/impute_exec5.PNG | Bin 82236 -> 0 bytes pages/images/help/install-app.png | Bin 36945 -> 0 bytes pages/images/help/run.png | Bin 32936 -> 0 bytes pages/pipeline.stache | 117 ---------- pages/refpanels.stache | 165 -------------- 30 files changed, 3 insertions(+), 1059 deletions(-) delete mode 100644 docs/images/upload-data03.png delete mode 100644 docs/images/upload-data04.png delete mode 100644 pages/api.stache delete mode 100755 pages/caapa.stache delete mode 100755 pages/chrX.stache delete mode 100644 pages/chrX2.stache delete mode 100755 pages/docker.stache delete mode 100755 pages/faq.stache delete mode 100755 pages/help.stache delete mode 100644 pages/images/help/admin-panel.png delete mode 100644 pages/images/help/applications.png delete mode 100755 pages/images/help/docker.ejs delete mode 100755 pages/images/help/impute1.PNG delete mode 100755 pages/images/help/impute2.PNG delete mode 100755 pages/images/help/impute3.PNG delete mode 100755 pages/images/help/impute4_selectFiles.PNG delete mode 100755 pages/images/help/impute4_sftp_1.PNG delete mode 100755 pages/images/help/impute4_sftp_2.PNG delete mode 100755 pages/images/help/impute4_sftp_3.PNG delete mode 100755 pages/images/help/impute_exec1.PNG delete mode 100755 pages/images/help/impute_exec2.PNG delete mode 100755 pages/images/help/impute_exec3.PNG delete mode 100755 pages/images/help/impute_exec4.PNG delete mode 100755 pages/images/help/impute_exec5.PNG delete mode 100644 pages/images/help/install-app.png delete mode 100644 pages/images/help/run.png delete mode 100755 pages/pipeline.stache delete mode 100755 pages/refpanels.stache diff --git a/docs/api.md b/docs/api.md index 84ae2d23..187712d5 100644 --- a/docs/api.md +++ b/docs/api.md @@ -23,7 +23,6 @@ The following parameters can be set: | files | /path/to/file | | **x** | | mode | `qconly`
`phasing`
`imputation` | `imputation` | | | password | user-defined password | auto generated and send by mail | | -| files-source | `file-upload`
`sftp`
`http` | `file-upload` | | | refpanel | `hrc-r1.1`
`1000g-phase-3-v5`
`gasp-v2`
`genome-asia-panel`
`1000g-phase-1`
`cappa`
`hapmap-2` | - | **x** | | phasing | `eagle`
`no_phasing` | `eagle` | | | population | `eur`
`afr`
`asn`
`amr`
`sas`
`eas`
`AA`
`mixed`
`all` | - | **x** | @@ -42,7 +41,6 @@ The following parameters can be set: | files | /path/to/file | | **x** | | mode | `qconly`
`phasing`
`imputation` | `imputation` | | | password | user-defined password | auto generated and send by mail | | -| files-source | `file-upload`
`sftp`
`http` | `file-upload` | | | refpanel | `multiethnic-hla-panel-Ggroup`
`multiethnic-hla-panel-4digit` | - | **x** | | phasing | `eagle`
`no_phasing` | `eagle` | | | build | `hg19`
`hg38` | `hg19` | | diff --git a/docs/getting-started.md b/docs/getting-started.md index 1d89624e..3d75ca15 100644 --- a/docs/getting-started.md +++ b/docs/getting-started.md @@ -32,12 +32,7 @@ Our server offers genotype imputation from different reference panels. The most More details about all available reference panels can be found [here](/reference-panels/). -### Input files - -VCF files can be uploaded either from your local disk or by specifying a remote sftp / HTTPS location. In both cases, several files or several locations can be selected at once. Please make sure that all files fulfill the [requirements](/prepare-your-data). - - -#### Upload VCF files from your computer +### Upload VCF files from your computer When using the file upload, data is uploaded from your local file system to Michigan Imputation Server. By clicking on **Select Files** an open dialog appears where you can select your VCF files: @@ -48,26 +43,11 @@ After you have confirmed your choice, all selected files are listed in the submi ![](images/upload-data02.png) - -#### Import VCF files via SFTP - -An other convenient way to use your data is by importing it directly from a remote SSH server. This can be achieved by selecting **Secure File Transfer Protocol (SFTP)**. - -After clicking on the **Import Files** button, a new dialog appears where you can enter your SFTP credentials and the URLs of your files or folders. A URL consists of the server address followed by the full Unix path. A path can be either point to a folder or to a file. Several paths can be specified in consecutive lines. - -![](images/upload-data03.png) +Please make sure that all files fulfill the [requirements](/prepare-your-data). !!! important - Be sure that your SFTP server is **not in a private network** and you are able to establish a connection from outside. - -#### Import VCF files via HTTPS - -Data can also be imported by using HTTP(S) link. This can be achieved by selecting **URLs (HTTP)**. - -After clicking on the **Add URLs** button, a new dialog appears where you can add the links. - -![](images/upload-data04.png) + Since version 1.7.2 URL-based uploads (sftp and http) are no longer supported. Please use direct file uploads instead. ### Build Please select the build of your data. Currently the options **hg19** and **hg38** are supported. Michigan Imputation Server automatically updates the genome positions (liftOver) of your data. 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API Reference

-

The REST APIs provide programmatic ways to submit new jobs and to download data from Michigan Imputation Server. The REST API identifies users using authentication tokens, responses are provided in JSON.

-

To use the API, please register a new account at https://imputationserver.sph.umich.edu

-
-

Authentication

-

Michigan Imputation Server uses a token-based authentication. The token is required for all future interaction with the server. The token can be created and downloaded from your user profile.

-
-

Job Submission

-

The API allows to set several imputation parameters. Data need to be specified in vcf.gz or in the 23andMe data format (txt or zip).

-

Request

-
POST /api/v2/jobs/submit/minimac
-

The following parameters can be set:

- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
ParameterValuesDefault Value
input-files/path/to/file
input-modeqconly, imputationimputation
input-files-sourcefile-upload, sftp, httpdefault: file-upload
input-refpanelhapmap2, phase1, phase3, hrc.r1.1.2016, caapaphase3
input-phasingeagle, hapiur, shapeiteagle
input-populationeur, afr, asn, amr, sas, eas, AA, mixedeur
-

Examples

-
Input data via file upload
-
curl -H "X-Auth-Token: <your-API-token>" -F "input-files=@/path/to/genome.vcf.gz" -F "input-refpanel=hapmap2" -F "input-phasing=shapeit" https://imputationserver.sph.umich.edu/api/v2/jobs/submit/minimac
-
Input data from http Url
-
curl -H "X-Auth-Token: <your-API-token>" -F "input-files=http://warehouse.pgp-hms.org/warehouse/165ead886710368efd2d91624aa74f72+89/genome_v4_Full_20160602094938.txt" -F "input-files-source=http" -F "input-mode=qc" -F "input-mode=imputation" -F "input-refpanel=hrc.r1.1.2016" https://imputationserver.sph.umich.edu/api/v2/jobs/submit/minimac
Response
-
{
-      "id":"job-20160504-155023",
-      "message":"Your job was successfully added to the job queue.",
-      "success":true
-    }
-

List all jobs

-

All running and completed jobs can be returned as JSON objects at once.

-

Request

-
GET api/v2/jobs
-

Examples

-
curl -H "X-Auth-Token: <your-API-token>" https://imputationserver.sph.umich.edu/api/v2/jobs
-
Response
-
[
-      {
-        "applicationId":"minimac",
-        "executionTime":0,
-        "id":"job-20160504-155023",
-        "name":"job-20160504-155023",
-        "positionInQueue":0,
-        "running":false,
-        "state":5
-      },{
-        "applicationId":"minimac",
-        "executionTime":0,
-        "id":"job-20160420-145809",
-        "name":"job-20160420-145809",
-        "positionInQueue":0,
-        "running":false,
-        "state":5
-      },{
-        "applicationId":"minimac",
-        "executionTime":0,
-        "id":"job-20160420-145756",
-        "name":"job-20160420-145756",
-        "positionInQueue":0,
-        "running":false,
-        "state":5
-      }
-    ]
-
-

Monitor a running job

-

Request

-
api/v2/jobs/{id}/status
-

Examples

-
curl-H "X-Auth-Token: <your-API-token>" https://imputationserver.sph.umich.edu/api/v2/jobs/job-20160504-155023/status
-
Response
-
{
-      "application":"Michigan Imputation Server (Minimac3 1.0.13 - Cloudgene 1.13.0)",
-      "applicationId":"minimac",
-      "deletedOn":-1,
-      "endTime":1462369824173,
-      "executionTime":0,
-      "id":"job-20160504-155023",
-      "logs":"",
-      "name":"job-20160504-155023",
-      "outputParams":[],
-      "positionInQueue":0,
-      "running":false,
-      "startTime":1462369824173,
-      "state":5
-      ,"steps":[]
-    }

- -

Request

-
GET /api/v2/jobs/{id}/details
-

Examples

-
curl --H "X-Auth-Token: <your-API-token>" https://imputationserver.sph.umich.edu/api/v2/jobs/job-20160504-155023/details
-
Response
-
{
-    	"application": "Michigan Imputation Server (Experimental Mode) (Minimac3 1.0.13 - Cloudgene 1.13.0)",
-    	"applicationId": "minimac-admin",
-    	"deletedOn": -1,
-    	"endTime": 1462020562930,
-    	"executionTime": 86610091,
-    	"id": "job-20160429-084540",
-    	"logs": "logs/job-20160429-084540",
-    	"name": "job-20160429-084540",
-      "positionInQueue": 0,
-    	"running": false,
-    	"startTime": 1461933952839,
-    	"state":,
-    	"outputParams": [{
-    		"description": "Quality-Control Results",
-    		"files": [{
-    			"count": 10,
-    			"hash": "784c0243396e23221a8eb6d7efbad906",
-    			"name": "qcreport.html",
-    			"parameterId": 201692,
-    			"path": "job-20160429-084540/qcreport/qcreport.html",
-    			"size": "17 KB",
-    			"username": "admin"
-    		}],
-    		"format": "",
-    		"id": 201692,
-    		"input": false,
-    		"name": "qcreport",
-    		"type": "local-file",
-    		"zip": false
-    	}, {
-    		"description": "Imputation Report",
-    		"files": [{
-    			"count": 10,
-    			"hash": "50baaf1e09c098dae097065303816252",
-    			"name": "report",
-    			"parameterId": 201693,
-    			"path": "job-20160429-084540/report/report",
-    			"size": "1 KB",
-    			"username": "admin"
-    		}],
-    		"format": "",
-    		"id": 201693,
-    		"input": false,
-    		"name": "report",
-    		"type": "local-file",
-    		"zip": false
-    	}, {
-    		"description": "Imputation Results",
-    		"files": [{
-    			"count": 9,
-    			"hash": "3f993d442b62a432489cdeb0a1e6f2bd",
-    			"name": "chr_20.zip",
-    			"parameterId": 201695,
-    			"path": "job-20160429-084540/local/chr_20.zip",
-    			"size": "2 GB",
-    			"username": "admin"
-    		}],
-    		"format": "",
-    		"id": 201695,
-    		"input": false,
-    		"name": "local",
-    		"type": "local-folder",
-    		"zip": false
-    	}],
-    	"steps": [{
-    		"id": 38445,
-    		"logMessages": [{
-    			"message": "File Import successful. ",
-    			"time": 1462020565636,
-    			"type": 0
-    		}, {
-    			"message": "1 valid VCF file(s) found.\n\nSamples: 10080\nChromosomes: 20\nSNPs: 17220\nChunks: 7\nDatatype: phased\nReference Panel: hrc.r1.1.2016\nPhasing: eagle",
-    			"time": 1462020565636,
-    			"type": 0
-    		}],
-    		"name": "Input Validation",
-    		"up": null
-    	}, {
-    		"id": 38446,
-    		"logMessages": [{
-    			"message": "Execution successful.",
-    			"time": 1462020565636,
-    			"type": 0
-    		}, {
-    			"message": "<b>Statistics:<\/b> <br>Alternative allele frequency > 0.5 sites: 4,443<br>Reference Overlap: 100.00% <br>Match: 16,621<br>Allele switch: 0<br>Strand flip: 0<br>Strand flip and allele switch: 0<br>A/T, C/G genotypes: 0<br><b>Filtered sites:<\/b> <br>Filter flag set: 0<br>Invalid alleles: 0<br>Duplicated sites: 0<br>NonSNP sites: 0<br>Monomorphic sites: 564<br>Allele mismatch: 35<br>SNPs call rate < 90%: 0",
-    			"time": 1462020565636,
-    			"type": 0
-    		}, {
-    			"message": "Excluded sites in total: 599<br>Remaining sites in total: 16,621<br>",
-    			"time": 1462020565636,
-    			"type": 2
-    		}],
-    		"name": "Quality Control",
-    		"up": null
-    	}, {
-    		"id": 38447,
-    		"logMessages": [{
-    			"message": "Execution successful.",
-    			"time": 1462020565636,
-    			"type": 0
-    		}],
-    		"name": "Quality Control (Report)",
-    		"up": null
-    	}, {
-    		"id": 38448,
-    		"logMessages": [{
-    			"message": "<span class=\"badge badge-success\" style=\"width: 40px\">Chr 20<\/span><br><br><span class=\"badge\" style=\"width: 8px\">&nbsp;<\/span> Waiting<br><span class=\"badge badge-info\" style=\"width: 8px\">&nbsp;<\/span> Running<br><span class=\"badge badge-success\" style=\"width: 8px\">&nbsp;<\/span> Complete",
-    			"time": 1462020565636,
-    			"type": 0
-    		}],
-    		"name": "Pre-phasing and Imputation",
-    		"up": null
-    	}, {
-    		"id": 38449,
-    		"logMessages": [{
-    			"message": "Execution successful.",
-    			"time": 1462020565645,
-    			"type": 0
-    		}],
-    		"name": "Imputation (Report)",
-    		"up": null
-    	}, {
-    		"id": 38450,
-    		"logMessages": [{
-    			"message": "Exported data.",
-    			"time": 1462020565655,
-    			"type": 0
-    		}, {
-    			"message": "We have sent an email to <b>sebastian.schoenherr@uibk.ac.at<\/b> with the password.",
-    			"time": 1462020565655,
-    			"type": 0
-    		}],
-    		"name": "Data Compression and Encryption",
-    		"up": null
-    	}]
-    }
-



diff --git a/pages/caapa.stache b/pages/caapa.stache deleted file mode 100755 index 9a4abfc0..00000000 --- a/pages/caapa.stache +++ /dev/null @@ -1,17 +0,0 @@ -

Consortium on Asthma among African-ancestry Populations in the Americas (CAAPA)

- - -

Summary

- -

-Whole genome sequences were available on 883 individuals from 19 case-control studies of asthma included in the Consortium on Asthma among African-ancestry Populations in the Americas (CAAPA) and were used to summarize the genomic contributions to individuals of African ancestry. The original selection criteria were (i) self-reported African ancestry; (ii) a physician’s diagnosis of asthma for cases or a negative history of asthma symptoms and asthma medication usage for controls. Recruitment sites included 9 cities in the US (Atlanta, Baltimore/Washington, Chicago, Detroit, Nashville, New York City, San Francisco, Jackson, MS, and Winston-Salem NC), 4 populations in the Caribbean (Barbados, Dominican Republic, Jamaica, and Puerto Rico), 4 in Central/South America (Brazil, Honduras, and 2 in Colombia) and 2 populations representing West Africa (Nigeria and Gabon), from which most ancestral founders of the African diaspora originated. -

- -
-

Project Website

- https://www.caapa-project.org/ - - -
- -

diff --git a/pages/chrX.stache b/pages/chrX.stache deleted file mode 100755 index 9637a841..00000000 --- a/pages/chrX.stache +++ /dev/null @@ -1,29 +0,0 @@ -

Chromosome X Imputation

-

Michigan Imputation Server allows to impute chromosome X in combination with autosomes (chr1-22). Currently, three separate output files are generated (PAR, NON-PAR female, NON-PAR male).

-

Please note: Since chromosome X imputation is still work in progress (beta phase), it is highly likely that results need to be re-imputed.

-
- -

Current workflow

-

Chromosome X is currently activated for ShapeIT in combination with the HRC version r1.1 panel or the 1000G Phase 3 v5 reference - panel. Chromosome X imputation consists of the following steps:

-
    -
  • Input Validation checks if chromosome is equal to X. 23 is currently not supported.
  • -
  • File is split by region (NON-PAR: 2,699,520-154,931,043; PAR:otherwise).
  • -
  • QC determines sex using plink --check-sex for NON-PAR. Undetermined samples are excluded using vcflib.
  • -
  • QC checks if heterozygous genotypes are included for male NON-PAR. Otherwise stop.
  • -
  • Three files are generated (PAR, NON-PAR female, NON-PAR male) and submitted as separate jobs to the server.
  • -
  • Imputation with minimac3. Please note that for NON-PAR male the correct ploidy is currently not set.
  • -
  • Compression and encryption.
  • -
- - -

Upcoming tasks

-
    -
  • Support 23 as a valid chromosome name
  • -
  • fix-ploidy for male
  • -
  • Merging NON-PAR regions for male and females with correct samples order
  • -
  • Integrating Eagle2 for chromosome X
  • -
- -

Contact

-

Feel free to contact Christian Fuchsberger in case of problems or feedback.

diff --git a/pages/chrX2.stache b/pages/chrX2.stache deleted file mode 100644 index 34e866f9..00000000 --- a/pages/chrX2.stache +++ /dev/null @@ -1,41 +0,0 @@ -

Chromosome X Imputation

-

Michigan Imputation Server 1.1.0 (currently in beta) uses Minimac4 and eagle2 to impute chromosome X in combination with autosomes (chr1-22). -
Three indepedent result files (PAR1, nonPAR, PAR2) are generated by Michigan Imputation Server.

-
- -

Minimac4 Workflow

The new chromosome X workflow supports eagle2 in combination with the HRC version r1.1 panel: -
-
- -

Important:

-
    -
  • Chromosome X must be encoded as 23 or X
  • -
  • Male must be encoded as haploid (0 or 1) in the nonPAR (vcftools fix-ploidy)
  • -
  • Imputation Server generates three seperate output files for chrX: PAR[1,2] and nonPAR.
  • -
- - - - - - - - - - - - - - - - - - -
-

chr X Regions

-

Abbrevation

-
ChrX PAR1 Regionchr X1 (60001 - 2699520)
ChrX nonPAR Regionchr X2 (2699521 - 154931043)
ChrX PAR2 Regionchr X3 (154931044 - 155270560)
- - -

Contact

-

Feel free to contact Christian Fuchsberger or Sebastian Schoenherr in case of problems or feedback.

diff --git a/pages/docker.stache b/pages/docker.stache deleted file mode 100755 index 6aa33c62..00000000 --- a/pages/docker.stache +++ /dev/null @@ -1,87 +0,0 @@ -docker - -

Michigan Imputation Server on Docker

- -

Summary

This tutorial sets up the Michigan Imputation Server on Docker. To impute against the HRC or TOPMed reference panels, please -use the official instance of the -Michigan Imputation Server. - -

-

Important: This Docker image already uses the new Imputation Pipeline based on Minimac4 (Beta).

- -

Requirements

-

Docker must be installed on your local computer. Please checkout the - step by step guide to install the latest version.

- -

Check Docker Version

-
-docker --version
-Docker version 17.12.0-ce
-
- -Note: A local sudo user (not root) is required to run the image. - -
- -

Michigan Imputation Server: Quick Start

- -

After the successful installation of Docker, run the following commands. This will start a new instance using 4 cores.

- -

Setup

-
docker pull genepi/imputationserver
-
docker run -d -p 8080:80 -e DOCKER_CORES="4" genepi/imputationserver
After ~ 1 minute your Michigan Imputation Server instance is ready and you are able to access it on http://localhost:8080 and impute against HapMap2. - -

Connect

-
http://localhost:8080
-Credentials: admin / admin1978
-
- -
- -

Michigan Imputation Server: Productive Mode + 1000G Installation

To keep your jobs, results and installed reference panels between sessions, you need to mount a folder from your host to the container. The command will start a new instance using 4 cores. - -

Setup

-
docker pull genepi/imputationserver
-
-docker run -d -p 8080:80 -e DOCKER_CORES="4" -v /home/user/imputationserver-data/:/data/ genepi/imputationserver
-
After ~ 1 minute your Michigan Imputation Server instance is ready and you are able to access it on http://localhost:8080. - -

Connect

-
http://localhost:8080
-Credentials: admin / admin1978
-
- -

Install Panel

To install a new reference panel (currently 1KP3), the following steps are required: - -

1) Go to the Admin Panel

- - - -
- -

2) Open Applications

- -
- -

3) Click Install App

- -
-
- -
ID: 1000genomes-phase3
-URL: https://imputationserver.sph.umich.edu/static/downloads/releases/1000genomes-phase3-1.0.0.zip
-
By clicking on OK the installation starts. Depending on your Internet connection and computer resources it could take several minutes. - -

4) Submit Your Job

In the list of reference panels, 1KP3 should now be available and you are able to submit jobs! - -
- -

Download test data

A sample file (chromosome 1) including ~23k SNPs (simulated HapMap300 chip) can be found here. -
- -

License

Michigan Imputation Server is licensed under AGPL. - -
-

Contact

Feel free to contact Sebastian Schoenherr or Lukas Forer in case of any problems. - -

diff --git a/pages/faq.stache b/pages/faq.stache deleted file mode 100755 index 1ffcba1c..00000000 --- a/pages/faq.stache +++ /dev/null @@ -1,52 +0,0 @@ -

Security

- - -

Data sensitivity

- -

Since data is transfered to our server located in Michigan, a wide array of security measures are in force: -

    -
  • The complete interaction with the server is secured over HTTPS.
  • -
  • Input data is deleted from our servers as soon it is not needed anymore.
  • -
  • We only store the number of samples and markers analyzed, we don't ever "look" at your data in anyway.
  • -
  • All results are encrypted with a strong one-time password - thus, only you can read them.
  • -
  • After imputation is finished, the data uploader has 3 days to use an encrypted connection to get results back.
  • -
  • The complete source code will be available on a public repository.
  • -
  • Imputation server does not need any individual identifiers or phenotype information and we recommend that users don't upload any such sensitive data.
  • - -
- -

- -
- -

Frequently asked questions

- - -

Who has access?

- -

To upload and download data, users must register with a unique e-mail address and strong password. Each user can only download imputation results for samples that they have themselves uploaded; no other imputation server users will be able to access your - data.

- -
- -

What security or firewalls protect access?

- -

A wide array of security measures are in force on the imputation servers. SSH login to the servers is restricted to only systems administrators. Direct root login via SSH is not allowed from the public Internet. The public-facing side of the servers sits - behind the School of Public Health's Checkpoint virtual firewall instance where a default-deny policy is used on inbound traffic; only explicitly allowed TCP ports are passed. The School of Public Health also makes use of NIDS technologies such as Snort - and Peakflow on its network links for traffic analysis and threat detection. On imputation server itself, updates are run regularly by systems administrators who follow several zero-day computer security announcement lists; the OSSEC HIDS is used for - log analysis and anomaly detection; and Denyhosts is used to thwart brute-force SSH login attacks.

- -
- -

What encryption of the data is used while the data are present?

- -

Imputation results are encrypted with a one-time password generated by the system.

- -
- - -

Contact

Please contact Christian Fuchsberger if you have further questions. - -
- -

diff --git a/pages/help.stache b/pages/help.stache deleted file mode 100755 index 442e4729..00000000 --- a/pages/help.stache +++ /dev/null @@ -1,182 +0,0 @@ -

Getting Started

- -

Michigan Imputation Server provides a free genotype imputation service using Minimac3. You can upload phased or unphased GWAS genotypes and receive phased and imputed genomes in return. - Our server offers imputation from HapMap, 1000 Genomes Phase 1 and 3, CAAPA and the new HRC reference panel. For all uploaded data sets an extensive QC is performed.

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    -
  1. Prepare your data
  2. -
  3. Data sensitivity
  4. -
  5. Registration and Login
  6. -
  7. Upload your data
  8. -
  9. Start the Imputation
  10. -
  11. Download Results
  12. -
  13. Cite us
  14. -
  15. Contact
  16. -
- - -

0. Prepare your data

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Accepted Input: VCF files compressed by bgzip (*.vcf.gz).

-
    -
  1. To convert your ped/map file into a VCF file, please use either plink2, VCFtools or VcfCooker.
    -
    plink --ped mystudy_chr1.ped --map mystudy_chr1.map --recode vcf --out mystudy_chr1
    -
  2. -
  3. -

    Create a sorted *.vcf.gz file using VCFtools and tabix (including bgzip):

    - -
    vcf-sort mystudy_chr1.vcf | bgzip -c > mystudy_chr1.vcf.gz
    -
  4. -
- -
Important:
- -
    -
  • Create a seperate vcf.gz file for each chromosome.
  • -
  • Variations must be sorted by genomic position (see above).
  • -
  • GRCh37 coordinates are required.
  • -
  • Several *.vcf.gz files can be uploaded at once.
  • -
- -
Optional:
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    -
  • To avoid long lasting uploads via the browser, files can be imported using the provided sftp upload.
  • -
  • Use checkVCF to ensure that the VCF files are valid. checkVCF proposes "Action Items" (e.g. upload to sftp server), which can be ignored. Only the validity should be checked with this command.
  • -
    checkVCF.py -r human_g1k_v37.fasta -o out mystudy_chr1.vcf.gz
    -
    - -
- -
HRC imputation:
- - - - -
-
-

1. Data sensitivity

- -

Since data is transfered to our server located in Michigan, a wide array of security measures are in force: -

    -
  • The complete interaction with the server is secured with HTTPS.
  • -
  • Input data is deleted from our servers as soon it is not needed anymore.
  • -
  • We only store the number of samples and markers analyzed, we don't ever "look" at your data in anyway.
  • -
  • All results are encrypted with a strong one-time password - thus, only you can read them.
  • -
  • After imputation is finished, the data uploader has 7 days to use an encrypted connection to get results back.
  • -
  • The complete source code will be available on a public repository.
  • - - -
- -

- - -
-
-

2. Registration and Login

- -

To use Michigan Imputation Server, a registration is required. After the email address has been verified (by an activation link), the service can be used without any costs.

- - - -
-
-

3. Upload your data

- -

VCF files can be uploaded either from your local disk or by specifying a remote sftp location. In both cases, several files or several locations can be selected at once. All data (input and output) is deleted after the job has finished.

- - - -

3.1 File Upload

-

When using the file upload, data is imported from the local file system to the Imputation Server. One (minimac_test.chr01.vcf.gz) or several files (minimac_test.chr01.vcf.gz - minimac_test.chr02.vcf.gz) can be imported at once.

- - - -

3.2 sftp Upload

-

A convenient way to upload data is by specifying a remote SSH server location. This can be achieved by selecting "Secure File Transfer Protocol" and using the "add files" button. A URL consists of the server address followed by the full Unix path. Several - paths can be specified in consecutive lines.

-
URLs: sftp://192.168.71.201/home/my_user/vcfDir/
-

In this example, the server address is "sftp://192.168.71.201" followed by the full path "/home/my_user/vcfDir/". No colon is included between server path and file path.

- - -

The following three screenshots show the process in detail:

- - - - - - -
-
-

4. Start the Imputation!

- -

After specifying the data location, the imputation process can be started immediately. The default values are: - -

    -
  • Reference panel: HRC. All available reference panels can be found here.
  • -
  • Phasing: Eagle2. This can be toggled to ShapeIT or HAPI-UR.
  • -
  • Population: EUR. The selected population is used for the allele frequency check in quality control only. We compare the frequencies of your uploaded data with the reference panel.
  • - -
- -

In the background several steps are executed:

- -
    -
  • VCF check: validity + statistics such as #samples, chromosomes, SNPs, chunks, phased / unphased, reference build.
  • -
  • Quality control statistics: duplicate sites, SNPs removed, NonSNP sites, monomorphic sites, MAF check.
  • -
  • Imputation: Imputation is achieved with minimac3. An overview of running / waiting / completed steps per user can be displayed.
  • -
- - - - - - - -
- - -
-
-

5. Download results

-

The user is notified by an email, as soon as the imputation job has finished. A zip archive including the results can be downloaded directly from the server. To decrypt the results, a one-time password is generated by the server and included in the - email. The data is deleted automatically after 3 days. The QC report can be displayed and downloaded as well.

-

- - -
-
-

6. Cite us

Please cite this paper if you use Michigan Imputation Server:
-
    -
  • Das S, Forer L, Schönherr S, Sidore C, Locke AE, Kwong A, Vrieze S, Chew EY, Levy S, McGue M, Schlessinger D, Stambolian D, Loh PR, Iacono WG, Swaroop A, Scott LJ, Cucca F, Kronenberg F, Boehnke M, Abecasis GR, Fuchsberger C. Next-generation genotype imputation service and methods. - Nature Genetics 48, 1284–1287 (2016). [ - 27571263]
  • -
- -If HRC is used please cite: - -
    -
  • McCarthy S, Das S, Kretzschmar W, et al. A reference panel of 64,976 haplotypes for genotype imputation. Nature Genetics 48. 1279–1283 (2016) [ - 27548312]
  • -
- -If Eagle2 is used please cite: - -
    -
  • Loh P, Danecek P, Palamara PF, Fuchsberger C, Reshef YA, Finucane HK, Schoenherr S, Forer L, McCarthy S, Abecasis GR, Durbin R, Price AL. Reference-based phasing using the Haplotype Reference Consortium panel. Nature Genetics (2016). [ - 27694958]
  • -
- - -
-
-

7. Contact

Feel free to contact Christian Fuchsberger in case of any problems. - -
- -

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-
-docker - -

Michigan Imputation Server on Docker

- -

Summary

-This tutorial sets up the Michigan Imputation Server on Docker. -To impute against the HRC or TOPMed reference panel, please use the official instance of the -Michigan Imputation Server. - -

Requirements

-Docker must be installed on your local computer. Please checkout the -step by step guide to install the latest version. - -

Check Docker Version

-
-docker --version
-Docker version 17.12.0-ce
-
- -Important: A local sudo user (not root) is required to run the image. - -
- -

Michigan Imputation Server: Quick Start

- -After the successful installation of Docker, all you need to do is: - -

Setup

-
docker run -d -p 8080:80 genepi/imputationserver
- -After ~ 1 minute your Imputation Server instance is ready and you are able to access it on http://localhost:8080 and impute against HapMap2. - -

Connect

-
http://localhost:8080
-Credentials: admin / admin1978
-
- -
- -

Download test data

-A sample file (chromosome 1) including ~23k SNPs (simulated HapMap300 chip) can be found here. -
- -

Michigan Imputation Server: Install 1000G Phase 3

- -To keep your jobs, results and installed reference panels between sessions, you need to mount a folder from your host to the container: - -
-docker run -d -p 8080:80  -v /home/user/imputationserver-data/:/data/ genepi/imputationserver
-
- -

Add new panel

-After logging in, you have to open the Admin-Panel: - - - -Click on the Applications tab to see all installed applications. - - -After clicking on Install App a new Dialog appears, where you can enter the ID and the URL of a public available reference panel: - - -By clicking on OK the installation starts. Depending on your Internet connection and computer resources it could take several minutes. If the installation was successful, you should see your reference panel in the Reference Panel list when you submit a new job: - - -

Contact

-Feel free to contact Sebastian Schoenherr or Lukas Forer in case of any problems. - -
- -

License

-Michigan Imputation Server is licensed under AGPL. - -

- -
- -
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zX=&ZAXBvT{=}sr%;j!(G$IM=R$*DbAM_XQAu15JdL{&uSpxBq`mblH+qgH7}<(Qs@SJqHm zkf8ZT!+|1a7xhW57)ay`79Zj9?YNg$>coU>|1e_wzzlTb9ZpwbaaW*Gk7tmY&s=B4 zH5|9t-WBR=cuD7a%ET>t2XHnTe$y$-(aCW8kS}2FRs${-Z*lfS$HGnyom@PgLPz>- za*U?WH;SydTqGl!0;4bRqdFySw#H*^Ekt~G^u}5}di5ZK)KYb%MkxL&d)x6yS<|Pt z*5D=6Hr>hE7^h`!CZ8Xy#Mpj@1~l@ki!`3XfIeaDg#Zpq^+E;uu+FlQaIsZKWvxHp z*s*RVXh+D!e>GSdBWLjZLmvQ29SGH-tAQ?a*TD7BfjD6y(>k#Ei+o(kgC2+6lCJzm zYyAmZ1O#krO@skR@hrL6ZgsWiEs_~~Dy|2AIvv`s36-e9r<`q1li_d4YwXP^sPoLf z(bOqZRkVR~L%bL5s=8&ASlgpU?wxpUYAx1kjc$e3sQ_Pi5fAn(a;_rOdSHwvUfZKu zY~V4C#BNqM_1LjK#(Z4A4IS#aYqD|s>4!~IA&Qu!p@o1 zp8TL9Xl-kHtQ2CUI`zW(ldR2;0UYc%jB6?&-Nw9!kC~mVmu%=-|K$;L@9TJuX=g?*N0H zi;L@@Eyi377jwA&6H#6suj0B*@h`LeNzzxnbC}k@UjLgYrhg3o|1IKwyaY1lgV4A; i*MRaU)SoIEooVa+x_tQp`QQ6F)Su}*txPipeline Details - -

Our pipeline performs the following steps:

- - - - - -
- Step 1: Create chunks with a size of 20 Mb -
-
- - - - - - - - - - - - - -
- Step 2: For each 20Mb chunk we perform the following quality checks: -
-

On Chunk level:

- -
    -
  • Determine amount of valid variants: A variant is valid iff it is included in the reference panel. At least 3 variants must be included.
  • -
  • Determine amount of variants found in the reference panel: At least 50 % of the variants must be be included in the reference panel.
  • -
  • Determine sample call rate: At least 50 % of the variants must be called for each sample.
  • - -
-
-

Chunk exclusion: if (#variants - < 3 || #foundVariants < 50% || sampleCallRate < 50%)

-
-

On Variant level:

- -
    -
  • Check alleles: Only A,C,G,T are allowed
  • -
  • Calculate alternative allele frequency (AF): Mark all with a AF > 0.5.
  • -
  • Calculate SNP call rate
  • -
  • Calculate chi square for each variant (reference panel vs. study data)
  • -
  • Determine allele switches: Compare ref and alt of reference panel with study data (A/T and C/G variants are ignored).
  • -
  • Determine strand flips: After eliminating possible allele switches, flip and compare ref/alt from reference panel with study data.
  • -
  • Determine allele switches in combination with strand flips: Combine the two rules from above.
  • -
-
-

Variant exclusion: Variants are excluded in case of: [a] invalid alleles occur (!(A,C,G,T)), [b] duplicates (DUP filter or (pos - 1 == pos)), [c] indels, [d] monomorphic sites, [e] allele mismatch between reference panel and study, [g] SNP call - rate - < 90%.

-
-

On Sample level:

- -
    -
  • For chrX, check if sex can be determined. Exclude sample otherwise.
  • -
  • For chr1-22, a chunk is excluded if one sample has a call rate - < 50 %. Only complete chunks are excluded, not samples (see "On Chunk level" above)
  • -
-
-
- - - - - - - -
- Step 3: Execute for each chunk one of the following phasing algorithms (we use an overlap of 5 Mb).
- -

For example, chr20:1-20000000 and reference population EUR:

- -

ShapeIt

-
./vcfCooker --in-vcf chunk_20_0000000001_0020000000.vcf --write-bed --out chunk_20_0000000001_0020000000
-./shapeit --input-bed chunk_20_0000000001_0020000000.bed chunk_20_0000000001_0020000000.bim chunk_20_0000000001_0020000000.fam --input-map genetic_map_b37.tar.gz/genetic_map_chr20_combined_b37.txt --output-max chunk_20_0000000001_0020000000.phased --input-from 1 --input-to 25000000 --effective-size 11418
-

HapiUR

-
./vcfCooker --in-vcf chunk_20_0000000001_0020000000.vcf --write-bed --out chunk_20_0000000001_0020000000
-./insert-map.pl chunk_20_0000000001_0020000000.bim genetic_map_chr20_combined_hapiur_b37.txt
-./hapi-ur -g chunk_20_0000000001_0020000000.bed -s chunk_20_0000000001_0020000000.map.bim -i chunk_20_0000000001_0020000000.fam -w 73 -o chunk_20_0000000001_0020000000 -c 20 --start 1 --end 25000000 --impute2
-

Eagle

-
./eagle --vcfRef HRC.r1-1.GRCh37.chr20.shapeit3.mac5.aa.genotypes.bcf --vcfTarget chunk_20_0000000001_0020000000.vcf.gz  --geneticMapFile genetic_map_chr20_combined_b37.txt --outPrefix chunk_20_0000000001_0020000000.phased --bpStart 1 --bpEnd 25000000 --chrom 20 --allowRefAltSwap
-
- - - - - - - -
- Step 4: Execute for each chunk minimac in order to impute the phased data (we use a window of 500 Kb) -
-
./Minimac3 --refHaps HRC.r1-1.GRCh37.chr1.shapeit3.mac5.aa.genotypes.m3vcf.gz --haps chunk_1_0000000001_0020000000.phased.vcf --start 1 --end 20000000 --window 500000 --prefix chunk_1_0000000001_0020000000 --chr 20 --noPhoneHome --format GT,DS,GP --allTypedSites
-
-
- - - - -
- Step 5: Merge all chunks of one chromosome into one single vcf -
-
- - - - -
- Step 6: Create tabix index and encrypt data with one-time password -
-
-
diff --git a/pages/refpanels.stache b/pages/refpanels.stache deleted file mode 100755 index 3b4a362f..00000000 --- a/pages/refpanels.stache +++ /dev/null @@ -1,165 +0,0 @@ -

Reference Panels

- -

Our server offers imputation from the following reference panels:

- -
- - - - - - - - - - - - - - - - - - - - - -
-

HRC (Version r1.1 2016)

-

This HRC panel consists of 64,940 haplotypes of predominantly European ancestry.

-
Number of Samples32,470
Sites (chr1-22)39,635,008
Chromosomes1-22 and chromosome X
Website: http://www.haplotype-reference-consortium.org
HRC r1.1 Release Note
- -
- - - - - - - - - - - - - - - - - - - - - -
-

HRC (Version r1 2015) Deprecated

-

This HRC panel consists of 64,976 haplotypes of predominantly European ancestry.

-
Number of Samples32,488
Sites39,741,659
Chromosomes1-22
Website: http://www.haplotype-reference-consortium.org
HRC r1 Release Note
- -
- - - - - - - - - - - - - - - - - - - - - -
-

1000 Genomes Phase 3 (Version 5)

-

Phase 3 of the 1000 Genomes Project consists of 5,008 haplotypes from 26 populations across the world.

-
Number of Samples2,504
Sites (chr1-22)49,143,605
Chromosomes1-22 and chromosome X
Website: http://www.internationalgenome.org
- -
- - - - - - - - - - - - - - - - - - - - - -
-

1000 Genomes Phase 1 (Version 3)

Number of Samples1,092
Sites28,975,367
Chromosomes1-22
Website: http://www.internationalgenome.org
- - -
- - - - - - - - - - - - - - - - - - - - - -
-

CAAPA - African American Panel

-

Whole genome sequences were available on 883 individuals from 19 case-control studies of asthma included in the Consortium on Asthma among African-ancestry Populations in the Americas (CAAPA) and were used to summarize the genomic contributions - to individuals of African ancestry.

-
Number of Samples883
Sites31,163,897
Chromosomes1-22
Website: http://www.caapa-project.org/. Further details can also be found here.
- -
- - - - - - - - - - - - - - - - - - - - - -
-

HapMap 2

Number of Samples60
Sites2,542,916
Chromosomes1-22
Website: http://www.hapmap.org
-
-
From dffa4146c03aebed13e6489702a2f75d62a5f439 Mon Sep 17 00:00:00 2001 From: Sebastian Schoenherr Date: Thu, 27 Apr 2023 14:02:00 +0200 Subject: [PATCH 4/4] Prepare release 1.7.3 --- files/imputationserver-beagle.yaml | 2 +- files/imputationserver-hla.yaml | 2 +- files/imputationserver-pgs.yaml | 2 +- files/minimac4.yaml | 2 +- pom.xml | 2 +- .../imputationserver/steps/imputation/ImputationPipeline.java | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/files/imputationserver-beagle.yaml b/files/imputationserver-beagle.yaml index e56dde47..f369f9fe 100644 --- a/files/imputationserver-beagle.yaml +++ b/files/imputationserver-beagle.yaml @@ -1,7 +1,7 @@ id: imputationserver-beagle name: Genotype Imputation supporting Beagle (Minimac4) description: This is the new Michigan Imputation Server Pipeline using
Minimac4. Documentation can be found here.

If your input data is GRCh37/hg19 please ensure chromosomes are encoded without prefix (e.g. 20).
If your input data is GRCh38hg38 please ensure chromosomes are encoded with prefix 'chr' (e.g. chr20). -version: 1.7.2 +version: 1.7.3 website: https://imputationserver.readthedocs.io category: diff --git a/files/imputationserver-hla.yaml b/files/imputationserver-hla.yaml index ebfff5ac..31293ed9 100644 --- a/files/imputationserver-hla.yaml +++ b/files/imputationserver-hla.yaml @@ -1,7 +1,7 @@ id: imputationserver-hla name: Genotype Imputation HLA (Minimac4) description: This is the new Michigan Imputation Server Pipeline using Minimac4. Documentation can be found here.

If your input data is GRCh37/hg19 please ensure chromosomes are encoded without prefix (e.g. 20).
If your input data is GRCh38hg38 please ensure chromosomes are encoded with prefix 'chr' (e.g. chr20). -version: 1.7.2 +version: 1.7.3 website: https://imputationserver.readthedocs.io category: diff --git a/files/imputationserver-pgs.yaml b/files/imputationserver-pgs.yaml index 1de5bc75..e7bb775c 100644 --- a/files/imputationserver-pgs.yaml +++ b/files/imputationserver-pgs.yaml @@ -1,7 +1,7 @@ id: imputationserver-pgs name: Genotype Imputation (PGS Calc Integration) description: This is the new Michigan Imputation Server Pipeline using Minimac4. Documentation can be found here.

If your input data is GRCh37/hg19 please ensure chromosomes are encoded without prefix (e.g. 20).
If your input data is GRCh38hg38 please ensure chromosomes are encoded with prefix 'chr' (e.g. chr20). -version: 1.7.2 +version: 1.7.3 website: https://imputationserver.readthedocs.io category: diff --git a/files/minimac4.yaml b/files/minimac4.yaml index 5f5e91e1..a7812b6a 100644 --- a/files/minimac4.yaml +++ b/files/minimac4.yaml @@ -1,7 +1,7 @@ id: imputationserver name: Genotype Imputation (Minimac4) description: This is the new Michigan Imputation Server Pipeline using Minimac4. Documentation can be found here.

If your input data is GRCh37/hg19 please ensure chromosomes are encoded without prefix (e.g. 20).
If your input data is GRCh38hg38 please ensure chromosomes are encoded with prefix 'chr' (e.g. chr20). -version: 1.7.2 +version: 1.7.3 website: https://imputationserver.readthedocs.io category: diff --git a/pom.xml b/pom.xml index 39c3b75f..f3569eb5 100644 --- a/pom.xml +++ b/pom.xml @@ -6,7 +6,7 @@ genepi imputationserver - 1.7.2 + 1.7.3 jar diff --git a/src/main/java/genepi/imputationserver/steps/imputation/ImputationPipeline.java b/src/main/java/genepi/imputationserver/steps/imputation/ImputationPipeline.java index 30c9a576..86d44251 100644 --- a/src/main/java/genepi/imputationserver/steps/imputation/ImputationPipeline.java +++ b/src/main/java/genepi/imputationserver/steps/imputation/ImputationPipeline.java @@ -24,7 +24,7 @@ public class ImputationPipeline { - public static final String PIPELINE_VERSION = "michigan-imputationserver-1.7.2"; + public static final String PIPELINE_VERSION = "michigan-imputationserver-1.7.3"; public static final String IMPUTATION_VERSION = "minimac4-1.0.2";