- galaxy-dev - lists.galaxyproject.org

Re: [galaxy-dev] Duplicated entries in "Manage installed tool shed repositories" table
by Peter Cock 21 Aug '13

21 Aug '13

On Wed, Aug 14, 2013 at 11:08 PM, Ross <ross.lazarus(a)gmail.com> wrote: > FWIW: I've managed to produce a few of these too - generally arose after > futzing with a failed dependency, reaching for the "nuke it" ( 'completely > remove' tool) button, then reinstalling it - sometimes there's a complaint > that the same version was previously installed (even though it had been > supposedly totally nuked), sometimes not - but occasionally a white 'new' > ghost will reappear in the manage installed tools list after reinstallation > - AFAIK those white ghosts are impossible to remove... > > Thanks Ross, It is good to know this isn't an isolated problem - and I too had been "nuking" failed installs, starting with the July 2013 galaxy-dist but also the August galaxy-dist. Maybe that will help Dave reproduce it? I like your name "white ghost" for this since the "new" entry is shown on with a white background (it didn't show up in the HTML email sadly). Peter

3 4

Embedding a help text in a Workflow?
by Peter Cock 21 Aug '13

21 Aug '13

Hello all, I've recently started sharing some sample workflows on the Galaxy Tool Shed, http://toolshed.g2.bx.psu.edu/view/peterjc/rxlr_venn_workflow http://toolshed.g2.bx.psu.edu/view/peterjc/secreted_protein_workflow When writing a Galaxy tool we have a lot of flexibility within the <help> tag to describe the tool, its output, and relevant references using some nice markup language for things like bold fonts and tables. I would very much like something similar for embedding README or help text into a workflow - which again should be shown to the user, both on the 'View workflow action' but also under the "Run workflow" / "Execute" button when actually running a workflow. Am I overlooking something or is the only workflow level description the plain text 'Annotation / Notes' field? Thanks, Peter P.S. I'm not talking about the repository level README text which I can use for a workflow repository - that is only really seen by the Galaxy administrator (not by the users within the Galaxy web-interface) and is not specific to each workflow.

4 8

JSON error trying to update Tool Shed workflow
by Peter Cock 21 Aug '13

21 Aug '13

Hi all, I was trying to update this workflow repository on the Test Tool Shed, http://testtoolshed.g2.bx.psu.edu/view/peterjc/secreted_protein_workflow Attempting to upload the tar-ball appeared to fail as follows: URL: http://testtoolshed.g2.bx.psu.edu/upload/upload?repository_id=eb13e537583cd… Module galaxy.web.framework.middleware.error:149 in __call__ >> app_iter = self.application(environ, sr_checker) Module paste.debug.prints:106 in __call__ >> environ, self.app) Module paste.wsgilib:543 in intercept_output >> app_iter = application(environ, replacement_start_response) Module paste.recursive:84 in __call__ >> return self.application(environ, start_response) Module paste.httpexceptions:633 in __call__ >> return self.application(environ, start_response) Module galaxy.web.framework.base:132 in __call__ >> return self.handle_request( environ, start_response ) Module galaxy.web.framework.base:190 in handle_request >> body = method( trans, **kwargs ) Module galaxy.web.framework:98 in decorator >> return func( self, trans, *args, **kwargs ) Module galaxy.webapps.tool_shed.controllers.upload:203 in upload >> metadata_util.set_repository_metadata_due_to_new_tip( trans, repository, content_alert_str=content_alert_str, **kwd ) Module tool_shed.util.metadata_util:1850 in set_repository_metadata_due_to_new_tip >> error_message, status = set_repository_metadata( trans, repository, content_alert_str=content_alert_str, **kwd ) Module tool_shed.util.metadata_util:1779 in set_repository_metadata >> persist=False ) Module tool_shed.util.metadata_util:698 in generate_metadata_for_changeset_revision >> exported_workflow_dict = json.from_json_string( workflow_text ) Module simplejson:384 in loads Module simplejson.decoder:402 in decode Module simplejson.decoder:420 in raw_decode JSONDecodeError: No JSON object could be decoded: line 1 column 0 (char 0) Confusingly the changes seem to get uploaded anyway but seems to have generated a dummy file _secreted_protein_workflow.ga (note the leading underscore) http://testtoolshed.g2.bx.psu.edu/repository/view_changeset?ctx_str=36b2c2b… Not realising this, I recreated and reupload the tarball (which worked and removed the phantom file): http://testtoolshed.g2.bx.psu.edu/repository/view_changeset?ctx_str=f32581a… The tar-ball (re)created for the upload was created using: $ tar -cf secreted_protein_workflow_v0.0.2.tar.gz README.rst repository_dependencies.xml secreted_protein_workflow.ga I don't have the first tar-ball anymore, but I also don't have any file named _secreted_protein_workflow.ga with a leading underscore in my working directory so I am pretty sure this was created by the Tool Shed somehow. Peter

2 2

Non-ascii characters in password break Galaxy login
by Peter Cock 21 Aug '13

21 Aug '13

Hi all, I've seen several unicode issues reported recently, so here is another one: I just tried to log in and naively copy and pasted my password from one browser to another: •••••••• This upset Galaxy, 143.234.100.162 - - [21/Aug/2013:15:47:55 +0100] "POST /galaxy/user/login?use_panels=False HTTP/1.1" 500 - "http://xxx/galaxy/user/login" "Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Trident/4.0; .NET CLR 1.1.4322; .NET CLR 2.0.50727; .NET CLR 3.0.4506.2152; .NET CLR 3.5.30729; .NET4.0C; .NET4.0E)" Error - <type 'exceptions.UnicodeEncodeError'>: 'ascii' codec can't encode characters in position 0-7: ordinal not in range(128) URL: http://ppserver/galaxy/user/login?use_panels=False File '/mnt/galaxy/galaxy-dist/lib/galaxy/web/framework/middleware/error.py', line 149 in __call__ app_iter = self.application(environ, sr_checker) File '/mnt/galaxy/galaxy-dist/eggs/Paste-1.7.5.1-py2.6.egg/paste/recursive.py', line 84 in __call__ return self.application(environ, start_response) File '/mnt/galaxy/galaxy-dist/eggs/Paste-1.7.5.1-py2.6.egg/paste/httpexceptions.py', line 633 in __call__ return self.application(environ, start_response) File '/mnt/galaxy/galaxy-dist/lib/galaxy/web/framework/base.py', line 132 in __call__ return self.handle_request( environ, start_response ) File '/mnt/galaxy/galaxy-dist/lib/galaxy/web/framework/base.py', line 190 in handle_request body = method( trans, **kwargs ) File '/mnt/galaxy/galaxy-dist/lib/galaxy/webapps/galaxy/controllers/user.py', line 438 in login message, status, user, success = self.__validate_login( trans, **kwd ) File '/mnt/galaxy/galaxy-dist/lib/galaxy/webapps/galaxy/controllers/user.py', line 485 in __validate_login elif not user.check_password( password ): File '/mnt/galaxy/galaxy-dist/lib/galaxy/model/__init__.py', line 100 in check_password return galaxy.security.passwords.check_password( cleartext, self.password ) File '/mnt/galaxy/galaxy-dist/lib/galaxy/security/passwords.py', line 30 in check_password if hashlib.sha1( guess ).hexdigest() == hashed: UnicodeEncodeError: 'ascii' codec can't encode characters in position 0-7: ordinal not in range(128) Peter

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Workflow import is not working, KeyError: 'header_lines'
by Peter Cock 21 Aug '13

21 Aug '13

Hi Dannon, I'm seeing a problem which seems very similar to the one Bjoern had back in June with the same workflow (which appeared to have been fixed according to the old IUC thread "Workflow import is not working"). This server is running the current galaxy-dist release, $ sudo -u galaxy hg head changeset: 10411:c42567f43aa7 tag: tip user: greg date: Mon Aug 19 13:19:56 2013 -0400 summary: Filter invalid objects when generating the list of repository_dependencies objects that are associated with a tool shed repository installed into Galaxy. changeset: 10408:6822f41bc9bb branch: stable parent: 10393:d05bf67aefa6 user: Dave Bouvier <dave(a)bx.psu.edu> date: Mon Aug 19 13:06:17 2013 -0400 summary: Fix for case where running functional tests might overwrite certain files in database/files. I have just installed this workflow repository with its dependencies (some of where I had previously installed via the Tool Shed). Most of the tools were actually already manually installed but have been commented out in my tool_conf.xml file: http://toolshed.g2.bx.psu.edu/view/peterjc/secreted_protein_workflow/606da4… Installation appeared to be successful, so I wanted to import the workflow into Galaxy. I clicked on the workflow and expected to see an SVG of the workflow and the import action to be available. In the browser I saw: <quote> Find secreted proteins with TMHMM and SignalP (this page displays SVG graphics) Internal Server Error Galaxy was unable to sucessfully complete your request An error occurred. This may be an intermittent problem due to load or other unpredictable factors, reloading the page may address the problem. The error has been logged to our team. </quote> On the terminal I have: 143.234.97.120 - - [21/Aug/2013:11:14:18 +0100] "GET /galaxy/admin_toolshed/browse_repositories HTTP/1.1" 200 - "http://ppcollab/galaxy/admin" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0" 143.234.97.120 - - [21/Aug/2013:11:14:26 +0100] "GET /galaxy/admin_toolshed/browse_repositories?async=false&sort=name&page=1&show_item_checkboxes=false&operation=manage_repository&id=eede92f8a72bf85d&f-deleted=False HTTP/1.1" 302 - "http://ppcollab/galaxy/admin_toolshed/browse_repositories" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0" 143.234.97.120 - - [21/Aug/2013:11:14:26 +0100] "GET /galaxy/admin_toolshed/manage_repository?sort=name&f-deleted=False&async=false&show_item_checkboxes=false&id=eede92f8a72bf85d&page=1 HTTP/1.1" 200 - "http://ppcollab/galaxy/admin_toolshed/browse_repositories" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0" 143.234.97.120 - - [21/Aug/2013:11:14:40 +0100] "GET /galaxy/admin_toolshed/view_workflow?repository_id=eede92f8a72bf85d&workflow_name=eef2c509eb9672ca81f4797561cfd5804652c810%3A46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50 HTTP/1.1" 200 - "http://ppcollab/galaxy/admin_toolshed/manage_repository?sort=name&f-deleted…" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0" 143.234.97.120 - - [21/Aug/2013:11:14:41 +0100] "GET /galaxy/admin_toolshed/generate_workflow_image?repository_id=eede92f8a72bf85d&workflow_name=eef2c509eb9672ca81f4797561cfd5804652c810%3A46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50 HTTP/1.1" 500 - "http://ppcollab/galaxy/admin_toolshed/view_workflow?repository_id=eede92f8a…" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0" Error - <type 'exceptions.KeyError'>: 'header_lines' URL: http://ppcollab/galaxy/admin_toolshed/generate_workflow_image?repository_id… File '/opt/galaxy-dist/lib/galaxy/web/framework/middleware/error.py', line 149 in __call__ app_iter = self.application(environ, sr_checker) File '/opt/galaxy-dist/eggs/Paste-1.7.5.1-py2.7.egg/paste/recursive.py', line 84 in __call__ return self.application(environ, start_response) File '/opt/galaxy-dist/eggs/Paste-1.7.5.1-py2.7.egg/paste/httpexceptions.py', line 633 in __call__ return self.application(environ, start_response) File '/opt/galaxy-dist/lib/galaxy/web/framework/base.py', line 132 in __call__ return self.handle_request( environ, start_response ) File '/opt/galaxy-dist/lib/galaxy/web/framework/base.py', line 190 in handle_request body = method( trans, **kwargs ) File '/opt/galaxy-dist/lib/galaxy/web/framework/__init__.py', line 221 in decorator return func( self, trans, *args, **kwargs ) File '/opt/galaxy-dist/lib/galaxy/webapps/galaxy/controllers/admin_toolshed.py', line 310 in generate_workflow_image return workflow_util.generate_workflow_image( trans, workflow_name, repository_metadata_id=None, repository_id=repository_id ) File '/opt/galaxy-dist/lib/tool_shed/util/workflow_util.py', line 215 in generate_workflow_image module_data_inputs = get_workflow_data_inputs( step, module ) File '/opt/galaxy-dist/lib/tool_shed/util/workflow_util.py', line 317 in get_workflow_data_inputs return module.get_data_inputs() File '/opt/galaxy-dist/lib/tool_shed/util/workflow_util.py', line 111 in get_data_inputs galaxy.tools.parameters.visit_input_values( self.tool.inputs, self.state.inputs, callback ) File '/opt/galaxy-dist/lib/galaxy/tools/parameters/__init__.py', line 37 in visit_input_values input_values[input.name], KeyError: 'header_lines' CGI Variables ------------- CONTENT_LENGTH: '0' HTTP_ACCEPT: 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8' HTTP_ACCEPT_ENCODING: 'gzip, deflate' HTTP_ACCEPT_LANGUAGE: 'en-gb,en;q=0.7,en-us;q=0.3' HTTP_CONNECTION: 'Keep-Alive' HTTP_COOKIE: 'galaxysession=fed9265fae01dfd8cf547ef38763dabd7ff6f6411d862840f8437fd67320a093efca06cca1fc50e9' HTTP_DNT: '1' HTTP_HOST: 'ppcollab' HTTP_REFERER: 'http://ppcollab/galaxy/admin_toolshed/view_workflow?repository_id=eede92f8a…' HTTP_USER_AGENT: 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10.8; rv:22.0) Gecko/20100101 Firefox/22.0' PATH_INFO: '/admin_toolshed/generate_workflow_image' QUERY_STRING: 'repository_id=eede92f8a72bf85d&workflow_name=eef2c509eb9672ca81f4797561cfd5804652c810%3A46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50' REMOTE_ADDR: '143.234.97.120' REQUEST_METHOD: 'GET' SCRIPT_NAME: '/galaxy' SERVER_NAME: 'XXX' SERVER_PORT: '8080' SERVER_PROTOCOL: 'HTTP/1.1' WSGI Variables -------------- application: <paste.recursive.RecursiveMiddleware object at 0xb3994d0> is_api_request: False paste.cookies: (<SimpleCookie: galaxysession='fed9265fae01dfd8cf547ef38763dabd7ff6f6411d862840f8437fd67320a093efca06cca1fc50e9'>, 'galaxysession=fed9265fae01dfd8cf547ef38763dabd7ff6f6411d862840f8437fd67320a093efca06cca1fc50e9') paste.expected_exceptions: [<class 'paste.httpexceptions.HTTPException'>] paste.httpexceptions: <paste.httpexceptions.HTTPExceptionHandler object at 0xb399490> paste.httpserver.thread_pool: <paste.httpserver.ThreadPool object at 0x53ce0d0> paste.parsed_querystring: ([('repository_id', 'eede92f8a72bf85d'), ('workflow_name', 'eef2c509eb9672ca81f4797561cfd5804652c810:46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50')], 'repository_id=eede92f8a72bf85d&workflow_name=eef2c509eb9672ca81f4797561cfd5804652c810%3A46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50') paste.recursive.forward: <paste.recursive.Forwarder from /galaxy> paste.recursive.include: <paste.recursive.Includer from /galaxy> paste.recursive.include_app_iter: <paste.recursive.IncluderAppIter from /galaxy> paste.recursive.script_name: '/galaxy' paste.throw_errors: True request_id: '7e2437a60a4a11e3b07b000c290c0d9f' webob._parsed_query_vars: (MultiDict([('repository_id', 'eede92f8a72bf85d'), ('workflow_name', 'eef2c509eb9672ca81f4797561cfd5804652c810:46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50')]), 'repository_id=eede92f8a72bf85d&workflow_name=eef2c509eb9672ca81f4797561cfd5804652c810%3A46696e642073656372657465642070726f7465696e73207769746820544d484d4d20616e64205369676e616c50') wsgi process: 'Multithreaded' ------------------------------------------------------------ (My intention was to update this workflow to use Tool Shed style tool identifiers, instead of the current Tool identifiers is has now from manually installed versions of the tools). Regards, Peter

2 6

Editing workflow - automatic update changes not saved?
by Peter Cock 21 Aug '13

21 Aug '13

Hi all, I'm trying to update one of my saved workflows which was created using an old version of the filter tool BEFORE this tool had the option "Number of header lines to skip". In order to get rid of the nag message on using the tool, I want to re-save the workflow using the default 0 for this. This missing parameter was also causing problems trying to import the *.ga file for this old workflow, http://lists.bx.psu.edu/pipermail/galaxy-dev/2013-August/016223.html The (now out of date) copy of the Workflow is on the Tool Shed, but to update it I am working on the same Galaxy instance used to create it (where TMHMM and SignalP were manually installed and have been updated since): http://toolshed.g2.bx.psu.edu/view/peterjc/secreted_protein_workflow 1. Log into Galaxy 2. Click on workflows (top menu) 3. Find my workflow, select "Edit" from the dropdown menu 4. Observe warning: Workflow loaded with changes Problems were encountered loading this workflow (possibly a result of tool upgrades). Please review the following parameters and then save. Step 3: Filter No value found for 'Number of header lines to skip', used default Step 6: Filter No value found for 'Number of header lines to skip', used default 5. Click on these workflow steps, verify this new parameter is set to zero. 6. Save the workflow, observe blue progress bar pops up. 7. Close the workflow 9. Save the workflow to disk as a *.ga file 8. Open the workflow again for editing Expected result: New parameter recorded, and tool versions updated. Actual result: No change, same warning appears. No sign of the new setting in the freshly save *.ga file. Tool versions not changed. Workaround: Change the default values to one ("1"), save, close, reopen, no warning, change values back to zero ("0"), save, close, reopen, Happy. Is this simply a bug where the workflow editor wrongly assumes no changes have been made (despite there being two major types of change - the new header_lines parameter, and the versions of the tools)? Peter

1 0

Error granting permissions on new Tool Shed repository
by Peter Cock 21 Aug '13

21 Aug '13

Hi Greg, Dave, While logged into the Test Tool Shed as 'iuc', I just created a new (empty) repository: http://testtoolshed.g2.bx.psu.edu/view/iuc/package_blast_plus_2_2_26 See background discussion on this thread: http://lists.bx.psu.edu/pipermail/galaxy-dev/2013-August/015890.html As 'iuc', I then tried to grant write access to myself ('peterjc') and Bjoern ('bgruening') as we are both IUC members and working on the Galaxy BLAST+ project: https://github.com/peterjc/galaxy_blast The default dummy entry "Select One" entry was still being displayed. I clicked 'Grant Access' and got this error: Internal Server Error Galaxy was unable to sucessfully complete your request URL: http://testtoolshed.g2.bx.psu.edu/repository/manage_repository?id=2f85dfc57… Module galaxy.web.framework.middleware.error:149 in __call__ >> app_iter = self.application(environ, sr_checker) Module paste.debug.prints:106 in __call__ >> environ, self.app) Module paste.wsgilib:543 in intercept_output >> app_iter = application(environ, replacement_start_response) Module paste.recursive:84 in __call__ >> return self.application(environ, start_response) Module paste.httpexceptions:633 in __call__ >> return self.application(environ, start_response) Module galaxy.web.framework.base:132 in __call__ >> return self.handle_request( environ, start_response ) Module galaxy.web.framework.base:190 in handle_request >> body = method( trans, **kwargs ) Module galaxy.web.framework:98 in decorator >> return func( self, trans, *args, **kwargs ) Module galaxy.webapps.tool_shed.controllers.repository:2072 in manage_repository >> user = trans.sa_session.query( trans.model.User ).get( trans.security.decode_id( user_id ) ) Module galaxy.web.security:60 in decode_id >> return int( self.id_cipher.decrypt( obj_id.decode( 'hex' ) ).lstrip( "!" ) ) Module encodings.hex_codec:42 in hex_decode >> output = binascii.a2b_hex(input) TypeError: Non-hexadecimal digit found extra data full traceback text version This may be an intermittent problem due to load or other unpredictable factors, reloading the page may address the problem. -- I tried again but explicitly removed the dummy entry "Select One" and it seemed to have worked. I am running Firefox v22.0 on Mac OS X. Regards, Peter

2 3

Workflow action summary confusing, repeats "Hide this dataset"
by Peter Cock 21 Aug '13

21 Aug '13

Hi all, I have found two potential bugs with how workflow actions are described to the user when running a workflow. I am looking over the "run workflow" dialogue for this workflow, (I currently get a warning due to the filter tool having a new "Number of header lines to skip" option) http://toolshed.g2.bx.psu.edu/view/peterjc/secreted_protein_workflow I manually imported the *.ga file due to issues with the Tool Shed workflow import, http://lists.bx.psu.edu/pipermail/galaxy-dev/2013-August/016209.html I am running the latest galaxy-dist, $ sudo -u galaxy hg head changeset: 10411:c42567f43aa7 tag: tip user: greg date: Mon Aug 19 13:19:56 2013 -0400 summary: Filter invalid objects when generating the list of repository_dependencies objects that are associated with a tool shed repository installed into Galaxy. changeset: 10408:6822f41bc9bb branch: stable parent: 10393:d05bf67aefa6 user: Dave Bouvier <dave(a)bx.psu.edu> date: Mon Aug 19 13:06:17 2013 -0400 summary: Fix for case where running functional tests might overwrite certain files in database/files. -------------------------------------------------------------------------- For step 2, the details view says: Actions: Hide this dataset. Hide this dataset. I find that confusing, and initially thought there might be a bug or duplicated action. Actually it is just a misleading summary as this tool can produce TWO outputs: "post_job_actions": { "HideDatasetActionoutput_neg": { "action_arguments": {}, "action_type": "HideDatasetAction", "output_name": "output_neg" }, "HideDatasetActionoutput_pos": { "action_arguments": {}, "action_type": "HideDatasetAction", "output_name": "output_pos" } }, Perhaps the "Hide this dataset" message could be less ambiguous by using the output variable names (as in some of the other action descriptions)? There are similar problems with the next steps too. -------------------------------------------------------------------------- Steps 6 and 7 are also odd. For step 6 the details view says: Actions: Hide this dataset. Rename output 'out_file1' to 'Filtered SignalP results'. Hide this dataset. Rename output 'out_file1' to 'Filtered SignalP results'. Likewise for step 7, Actions: Hide this dataset. Rename output 'output_pos' to 'Secreted proteins'. Hide this dataset. Rename output 'output_pos' to 'Secreted proteins'. Again, there seems to be a duplication of the messages. It should be hiding one output, and renaming the other, e.g. "post_job_actions": { "HideDatasetActionoutput_neg": { "action_arguments": {}, "action_type": "HideDatasetAction", "output_name": "output_neg" }, "RenameDatasetActionoutput_pos": { "action_arguments": { "newname": "Secreted proteins" }, "action_type": "RenameDatasetAction", "output_name": "output_pos" } }, -------------------------------------------------------------------------- In some ways this is just a harmless cosmetic issue, but it does seem confusing to me. Thanks, Peter

2 1

Troubleshooting file uploads (to Data Library)
by Clare Sloggett 21 Aug '13

21 Aug '13

Hi, I am having trouble uploading files to a Data Library, and I'm not sure where to begin troubleshooting. I'm uploading from a URL (but I had a similar issue from the desktop). The symptom is that the datasets in the library have the message "This job is queued" and never seem to progress. I am one of very few users of this instance (quite likely the only user right this moment). I don't think the server is busy, so I'm not sure why the files uploads don't seem to be proceeding. How can I investigate further? Thanks, Clare -- Clare Sloggett Research Fellow / Bioinformatician Life Sciences Computation Centre Victorian Life Sciences Computation Initiative University of Melbourne, Parkville Campus 187 Grattan Street, Carlton, Melbourne Victoria 3010, Australia Ph: 03 903 53357 M: 0414 854 759

2 3

DESeq for Galaxy
by Sridhar Srinivasan 21 Aug '13

21 Aug '13

Dear users, Could anybody suggest the valid DESeq toolshed for RNA sequencing??? Thanks Sridhar

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