diff --git a/.gitignore b/.gitignore index 68d97ce..53f9f4a 100644 --- a/.gitignore +++ b/.gitignore @@ -116,6 +116,7 @@ venv.bak/ .spyproject .idea .vscode +*.swp # Rope project settings .ropeproject @@ -137,3 +138,5 @@ allure_report/ # cython temp files grim/**/*.c + +output/ diff --git a/Makefile b/Makefile index 6ed48fd..63a6054 100644 --- a/Makefile +++ b/Makefile @@ -90,6 +90,7 @@ docker: docker-build ## build a docker image and run the service install: clean ## install the package to the active Python's site-packages pip install --upgrade pip + python3 setup.py build_ext --inplace python setup.py install pip install -r requirements.txt pip install -r requirements-tests.txt diff --git a/grim/conf/README.md b/conf/README.md similarity index 96% rename from grim/conf/README.md rename to conf/README.md index b486cc1..6a58af7 100755 --- a/grim/conf/README.md +++ b/conf/README.md @@ -4,8 +4,8 @@ | --- | --- | | populations | The population to consider them frequencies. | | priority | The coefficient values that define the priority matrix. | -| loci_map| Loci full name Mapping for indexes. | -| freq_trim_threshold | The numerator in the frequency threshold. | +| loci_map| Loci full name Mapping for indexes. | +| freq_trim_threshold | The numerator in the frequency threshold. | | factor_missing_data | factor to haplotype frequency in plan B in missing data case | | Plan_B_Matrix | matrix arranged by the most probable possibilities for recombination. The first element in the matrix should be the full haplotype. the indexes are corresponding to loci_map| | planb| True - use plan B anc C. False - use only Plan A. | diff --git a/grim/conf/minimal-configuration.json b/conf/minimal-configuration.json similarity index 83% rename from grim/conf/minimal-configuration.json rename to conf/minimal-configuration.json index 27a403d..4dc8590 100644 --- a/grim/conf/minimal-configuration.json +++ b/conf/minimal-configuration.json @@ -1,7 +1,6 @@ { "populations": [ - "FILII", - "NAMER" + "CAU" ], "freq_trim_threshold": 1e-5, "priority": { @@ -37,12 +36,15 @@ "number_of_pop_results": 100, "output_MUUG": true, "output_haplotypes": true, - "graph_files_path": "output/csv" , + "freq_data_dir": "data/freqs" , + "pops_count_file": "graph_generation/output/pop_ratio.txt" , + "freq_file": "graph_generation/output/hpf.csv" , + "graph_files_path": "graph_generation/output/csv/" , "node_csv_file": "nodes.csv", "edges_csv_file": "edges.csv", "info_node_csv_file": "info_node.csv", "top_links_csv_file": "top_links.csv", - "imputation_in_file": "validation/simulation/data/simulated_donor.csv", + "imputation_in_file": "data/subjects/donor.csv", "imputation_out_umug_freq_filename": "don.umug", "imputation_out_umug_pops_filename": "don.umug.pops", "imputation_out_hap_freq_filename": "don.pmug", diff --git a/data/freqs/CAU.freqs.gz b/data/freqs/CAU.freqs.gz new file mode 100755 index 0000000..da21558 Binary files /dev/null and b/data/freqs/CAU.freqs.gz differ diff --git a/data/subjects/donor.csv b/data/subjects/donor.csv new file mode 100644 index 0000000..851e1c2 --- /dev/null +++ b/data/subjects/donor.csv @@ -0,0 +1 @@ +D1,A*01:02+A*02:01/A*03:01^B*15:01+B*15:01,CAU,CAU diff --git a/grim/imputation/graph_generation/LICENSE_INFO.rst b/graph_generation/LICENSE_INFO.rst similarity index 100% rename from grim/imputation/graph_generation/LICENSE_INFO.rst rename to graph_generation/LICENSE_INFO.rst diff --git a/grim/imputation/graph_generation/Makefile b/graph_generation/Makefile similarity index 100% rename from grim/imputation/graph_generation/Makefile rename to graph_generation/Makefile diff --git a/grim/imputation/graph_generation/README.bug b/graph_generation/README.bug similarity index 99% rename from grim/imputation/graph_generation/README.bug rename to graph_generation/README.bug index 0d34432..47748e5 100755 --- a/grim/imputation/graph_generation/README.bug +++ b/graph_generation/README.bug @@ -21,4 +21,3 @@ $ cut -f1,2 -d',' output/csv/nemo/edges.csv |sort |uniq -c |sort -rn |more 539 117913,117365 539 117884,117365 515 117918,117370 - diff --git a/grim/imputation/graph_generation/README.md b/graph_generation/README.md similarity index 91% rename from grim/imputation/graph_generation/README.md rename to graph_generation/README.md index 3b1362d..03068bb 100755 --- a/grim/imputation/graph_generation/README.md +++ b/graph_generation/README.md @@ -13,25 +13,25 @@ ``` - Python 3 - - On MacOS install with + - On MacOS install with ``` brew install python3 ``` - Install Neo4J - - On MacOS install with + - On MacOS install with ``` brew install neo4j ``` - Setup NEO4J_HOME - + Point NEO4J_HOME to the root of the NEO4J directory. ``` export NEO4J_HOME=/usr/local/Cellar/neo4j/3.2.2/libexec ``` -### Linux +### Linux - JDK 8 - Install JDK 1.8 from Oracle - add JAVA_HOME to ~/.bash_profile @@ -51,11 +51,11 @@ ``` - Point NEO4J_HOME to the root of the uncompressed NEO4J directory and add the following line to ~/.bash_profile - + ``` export NEO4J_HOME=path/to/neo4j-community-3.5.7 ``` - + # Using Makefile @@ -99,12 +99,12 @@ make nemo To use a different set of frequencies use the following procedure: -- Starting in the graph generator directory, convert the data from frequency format to hpf (haplotype, population, frequency). -``` - python nemo_to_hpf_csv.py +- Starting in the graph generator directory, convert the data from frequency format to hpf (haplotype, population, frequency). +``` + python nemo_to_hpf_csv.py ``` -- This program looks for a data/NEMO2011 directory and reads the individual frequency files and generates this csv: +- This program looks for a data/NEMO2011 directory and reads the individual frequency files and generates this csv: ``` output/hpf.csv ``` @@ -120,4 +120,3 @@ To use a different set of frequencies use the following procedure: └── top_links.csv ``` Note: there is an option to trim the frequency set below a frequency threshold. If the trimming threshold is 1e-6 it will take 9m35s to generate the graph csv files on a mid-2015 MacBook Pro (2.5 GHz Intel Core i7) and will result in 1,088,817 nodes (159MB), 14,868,976 edges (2.0GB)and 5,947,591 top links (108MB). - diff --git a/grim/imputation/graph_generation/README.old b/graph_generation/README.old similarity index 99% rename from grim/imputation/graph_generation/README.old rename to graph_generation/README.old index 052ab1a..c150d52 100755 --- a/grim/imputation/graph_generation/README.old +++ b/graph_generation/README.old @@ -14,4 +14,3 @@ I used this one (**) as the single method to rule them all. It generate multiple CP links between nodes (with different values). This makes the graph traversal ambiguous. Not good. - diff --git a/grim/imputation/graph_generation/__init__.py b/graph_generation/__init__.py similarity index 100% rename from grim/imputation/graph_generation/__init__.py rename to graph_generation/__init__.py diff --git a/graph_generation/generate_hpf.py b/graph_generation/generate_hpf.py new file mode 100644 index 0000000..2520e68 --- /dev/null +++ b/graph_generation/generate_hpf.py @@ -0,0 +1,92 @@ +import csv +import gzip +import json +import pathlib +import argparse + +project_dir = "./" + +parser = argparse.ArgumentParser() +parser.add_argument( + "-c", + "--config", + required=False, + default="../../conf/minimal-configuration.json", + help="Configuration JSON file", + type=str, +) + +args = parser.parse_args() +configuration_file = args.config + +# Read configuration file and load properties +with open(configuration_file) as f: + conf = json.load(f) + +pops = conf.get("populations") +freq_data_dir = project_dir + conf.get("freq_data_dir") +output_dir = project_dir + conf.get("graph_files_path") +pop_ratio_dir = project_dir + conf.get("pops_count_file") +# Output in HaplotypePopulationFrequency (hpf) csv file +freq_file = project_dir + conf.get("freq_file") + + +# Create output directory if it doesn't exist +pathlib.Path(output_dir).mkdir(parents=False, exist_ok=True) + +# Display the configurations we are using +print( + "****************************************************************************************************" +) +print("Conversion to HPF file based on following configuration:") +print("\tPopulation: {}".format(pops)) +print("\tFrequency File Directory: {}".format(freq_data_dir)) +print("\tOutput File: {}".format(freq_file)) +print( + "****************************************************************************************************" +) + +haplist_overall = {} # list of haplotypes across all populations +pop_hap_combos = {} + +list_pop_count = [] +#### Load initial frequency files +for pop in pops: + in_freq_file = freq_data_dir + "/" + pop + ".freqs.gz" + print("Reading Frequency File:\t {}".format(in_freq_file)) + with gzip.open(in_freq_file, "rb") as zf: + count_pop = 0 + lines = [x.decode("utf8").strip() for x in zf.readlines()] + for hap_line in lines: + haplotype, count, freq = hap_line.split(",") + if haplotype == "Haplo": + continue + freq = float(freq) + # Ignore lines with 0 freq + if freq == 0.0: + continue + + pop_haplotype = pop + "-" + haplotype + haplist_overall[haplotype] = 1 + pop_hap_combos[pop_haplotype] = freq + + count_pop += float(count) + list_pop_count.append(count_pop) + +sum_pops = sum(list_pop_count) +pop_ratio_file = open(pop_ratio_dir, "w") +for pop, ratio in zip(pops, list_pop_count): + pop_ratio_file.write("{},{},{}\n".format(pop, ratio, (ratio / sum_pops))) + + +header = ["hap", "pop", "freq"] + + +print("Writing hpf File:\t {}".format(freq_file)) +with open(freq_file, mode="w") as csv_file: + csv_writer = csv.writer(csv_file, delimiter=",", quoting=csv.QUOTE_NONE) + csv_writer.writerow(header) + for pop_haplotype in pop_hap_combos: + (pop, haplotype) = pop_haplotype.split("-") + freq = pop_hap_combos[pop_haplotype] + csv_writer.writerow([haplotype, pop, freq]) diff --git a/grim/imputation/graph_generation/generate_neo4j_multi_hpf.py b/graph_generation/generate_neo4j_multi_hpf.py similarity index 98% rename from grim/imputation/graph_generation/generate_neo4j_multi_hpf.py rename to graph_generation/generate_neo4j_multi_hpf.py index ecfd53f..abb3c87 100644 --- a/grim/imputation/graph_generation/generate_neo4j_multi_hpf.py +++ b/graph_generation/generate_neo4j_multi_hpf.py @@ -243,16 +243,10 @@ def generate_graph( pops = em_pop freq_trim = conf.get("freq_trim_threshold") - freq_file = conf.get("freq_file", "default") - if freq_file == "default": - freq_file = os.path.dirname(os.path.realpath(__file__)) + "/output/hpf.csv" + freq_file = conf.get("freq_file") dict_count_of_pop = {} - pop_ratio_dir = conf.get( - "pops_count_file", - os.path.dirname(os.path.realpath(__file__)) - + "/imputation/graph_generation/output/pop_ratio.txt", - ) + pop_ratio_dir = conf.get("pops_count_file") path = pathlib.Path(pop_ratio_dir) if em or not path.is_file(): diff --git a/grim/imputation/graph_generation/generate_neo4j_single_hpf.py b/graph_generation/generate_neo4j_single_hpf.py similarity index 100% rename from grim/imputation/graph_generation/generate_neo4j_single_hpf.py rename to graph_generation/generate_neo4j_single_hpf.py diff --git a/grim/imputation/graph_generation/nemo_to_hpf_csv.py b/graph_generation/nemo_to_hpf_csv.py similarity index 100% rename from grim/imputation/graph_generation/nemo_to_hpf_csv.py rename to graph_generation/nemo_to_hpf_csv.py diff --git a/graph_generation/output/csv/edges.csv b/graph_generation/output/csv/edges.csv new file mode 100644 index 0000000..ce9cc9b --- /dev/null +++ b/graph_generation/output/csv/edges.csv @@ -0,0 +1,253501 @@ +:START_ID(HAPLOTYPE),:END_ID(HAPLOTYPE),CP:DOUBLE[],:TYPE 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a/grim/imputation/graph_generation/output/csv/nodes_for_plan_b.txt b/graph_generation/output/csv/nodes_for_plan_b.txt similarity index 100% rename from grim/imputation/graph_generation/output/csv/nodes_for_plan_b.txt rename to graph_generation/output/csv/nodes_for_plan_b.txt diff --git a/graph_generation/output/csv/top_links.csv b/graph_generation/output/csv/top_links.csv new file mode 100644 index 0000000..4fd498d --- /dev/null +++ b/graph_generation/output/csv/top_links.csv @@ -0,0 +1,101401 @@ +:START_ID(HAPLOTYPE),:END_ID(HAPLOTYPE),:TYPE +3380,0,TOP +3381,1,TOP +3382,2,TOP +3383,3,TOP +3384,6,TOP +3384,4,TOP +3385,5,TOP +3386,7,TOP +3387,8,TOP +3388,9,TOP +3389,10,TOP +3390,11,TOP +3391,12,TOP +3392,13,TOP +3393,14,TOP +3394,15,TOP +3395,16,TOP +3396,17,TOP +3397,18,TOP +3398,19,TOP +3399,20,TOP +3399,21,TOP +3400,22,TOP +3401,23,TOP +3402,24,TOP +3403,25,TOP +3404,26,TOP +3405,27,TOP +3406,28,TOP +3407,29,TOP +3408,30,TOP +3409,31,TOP +3410,32,TOP +3411,33,TOP +3412,34,TOP 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a/grim/imputation/graph_generation/rename_freqs.pl b/graph_generation/rename_freqs.pl similarity index 100% rename from grim/imputation/graph_generation/rename_freqs.pl rename to graph_generation/rename_freqs.pl diff --git a/grim/imputation/graph_generation/wmda_download.py b/graph_generation/wmda_download.py similarity index 100% rename from grim/imputation/graph_generation/wmda_download.py rename to graph_generation/wmda_download.py diff --git a/grim/imputation/graph_generation/wmda_to_hpf_csv.py b/graph_generation/wmda_to_hpf_csv.py similarity index 100% rename from grim/imputation/graph_generation/wmda_to_hpf_csv.py rename to graph_generation/wmda_to_hpf_csv.py diff --git a/grim/CONTRIBUTING.md b/grim/CONTRIBUTING.md deleted file mode 100755 index ab59bd8..0000000 --- a/grim/CONTRIBUTING.md +++ /dev/null @@ -1,58 +0,0 @@ -Contributing to graph-imputation-match -=== - -1) Log into Github web interface with your username-nmdp account - -2) Browse to the repo at https://github.com/nmdp-bioinformatics/graph-imputation-match, hit the Fork button - -3) Copy the clone URL from the Github web page for the fork (something like https://github.com/username-nmdp/graph-imputation-match.git) - -4) Clone the fork -```bash -$ git clone https://github.com/username-nmdp/graph-imputation-match.git -$ cd graph-imputation-match -``` - -5) Add upstream as remote -```bash -$ git remote add upstream https://github.com/nmdp-bioinformatics/graph-imputation-match -``` - -6) Pull and merge latest changes from upstream master to your local master branch -```bash -$ git checkout master -$ git pull upstream master -$ git push -``` - -7) Create a new local feature branch -```bash -$ git checkout -b new-feature-branch -``` - -8) Edit files locally - -9) Commit changes to local feature branch -```bash -$ git commit -m "made changes" -``` - -10) Push changes from local feature branch to remote feature branch on your fork -```bash -$ git push origin new-feature-branch -``` - -11) Browse to the Github web page for your fork repo (something like https://github.com/username-nmdp/graph-imputation-match) and hit the new pull request button - -12) Edit the pull request description and hit save (or create or new, I can't remember) button - -13) Other contributors will review the changes in the pull request - -14) When the pull request looks good, it is merged into the upstream repo - -15) Hit the delete branch button to delete your remote feature branch (the commits have been merge upstream, so it is no longer necessary) - -16) Delete your local feature branch -```bash -$ git branch -d new-feature-branch -``` diff --git a/grim/Dockerfile b/grim/Dockerfile deleted file mode 100755 index a3b0605..0000000 --- a/grim/Dockerfile +++ /dev/null @@ -1,38 +0,0 @@ -FROM python:3.8 - -MAINTAINER "Pradeep Bashyal" pbashyal@nmdp.org - -# Setup Repo for Neo4j version 3.5 -RUN wget -O - https://debian.neo4j.com/neotechnology.gpg.key | apt-key add - && \ - echo 'deb https://debian.neo4j.com stable 3.5' | tee /etc/apt/sources.list.d/neo4j.list - -# Install neo4j and cpanm -RUN apt-get update && \ - apt-get -y install neo4j cpanminus && \ - apt-get autoremove - -# Install the Perl libraries -RUN cpanm install --auto-cleanup 0 --notest \ - REST::Client JSON JSON::Parse Math::Round - -# Disable PIP Version check -ENV PIP_DISABLE_PIP_VERSION_CHECK=1 -# Disable cache -ENV PIP_NO_CACHE_DIR=1 - -# Install Python libraries -RUN pip install pandas==1.0.3 networkx==2.3 py2neo==4.3.0 - -# Map cloned grimm directory to /grimm -# -v $PWD:/grimm -VOLUME /grimm -WORKDIR /grimm - -# Setup env for Neo4J -ENV NEO4J_HOME=/usr/share/neo4j -ENV JAVA_HOME=/usr/lib/jvm/java-11-openjdk-amd64 - -COPY docker-entrypoint.sh /usr/local/bin/ - -ENTRYPOINT ["/usr/local/bin/docker-entrypoint.sh"] - diff --git a/grim/LICENSE b/grim/LICENSE deleted file mode 100755 index 65c5ca8..0000000 --- a/grim/LICENSE +++ /dev/null @@ -1,165 +0,0 @@ - GNU LESSER GENERAL PUBLIC LICENSE - Version 3, 29 June 2007 - - Copyright (C) 2007 Free Software Foundation, Inc. - Everyone is permitted to copy and distribute verbatim copies - of this license document, but changing it is not allowed. - - - This version of the GNU Lesser General Public License incorporates -the terms and conditions of version 3 of the GNU General Public -License, supplemented by the additional permissions listed below. - - 0. Additional Definitions. - - As used herein, "this License" refers to version 3 of the GNU Lesser -General Public License, and the "GNU GPL" refers to version 3 of the GNU -General Public License. - - "The Library" refers to a covered work governed by this License, -other than an Application or a Combined Work as defined below. - - An "Application" is any work that makes use of an interface provided -by the Library, but which is not otherwise based on the Library. -Defining a subclass of a class defined by the Library is deemed a mode -of using an interface provided by the Library. - - A "Combined Work" is a work produced by combining or linking an -Application with the Library. The particular version of the Library -with which the Combined Work was made is also called the "Linked -Version". - - The "Minimal Corresponding Source" for a Combined Work means the -Corresponding Source for the Combined Work, excluding any source code -for portions of the Combined Work that, considered in isolation, are -based on the Application, and not on the Linked Version. - - The "Corresponding Application Code" for a Combined Work means the -object code and/or source code for the Application, including any data -and utility programs needed for reproducing the Combined Work from the -Application, but excluding the System Libraries of the Combined Work. - - 1. Exception to Section 3 of the GNU GPL. - - You may convey a covered work under sections 3 and 4 of this License -without being bound by section 3 of the GNU GPL. - - 2. Conveying Modified Versions. - - If you modify a copy of the Library, and, in your modifications, a -facility refers to a function or data to be supplied by an Application -that uses the facility (other than as an argument passed when the -facility is invoked), then you may convey a copy of the modified -version: - - a) under this License, provided that you make a good faith effort to - ensure that, in the event an Application does not supply the - function or data, the facility still operates, and performs - whatever part of its purpose remains meaningful, or - - b) under the GNU GPL, with none of the additional permissions of - this License applicable to that copy. - - 3. Object Code Incorporating Material from Library Header Files. - - The object code form of an Application may incorporate material from -a header file that is part of the Library. You may convey such object -code under terms of your choice, provided that, if the incorporated -material is not limited to numerical parameters, data structure -layouts and accessors, or small macros, inline functions and templates -(ten or fewer lines in length), you do both of the following: - - a) Give prominent notice with each copy of the object code that the - Library is used in it and that the Library and its use are - covered by this License. - - b) Accompany the object code with a copy of the GNU GPL and this license - document. - - 4. Combined Works. - - You may convey a Combined Work under terms of your choice that, -taken together, effectively do not restrict modification of the -portions of the Library contained in the Combined Work and reverse -engineering for debugging such modifications, if you also do each of -the following: - - a) Give prominent notice with each copy of the Combined Work that - the Library is used in it and that the Library and its use are - covered by this License. - - b) Accompany the Combined Work with a copy of the GNU GPL and this license - document. - - c) For a Combined Work that displays copyright notices during - execution, include the copyright notice for the Library among - these notices, as well as a reference directing the user to the - copies of the GNU GPL and this license document. - - d) Do one of the following: - - 0) Convey the Minimal Corresponding Source under the terms of this - License, and the Corresponding Application Code in a form - suitable for, and under terms that permit, the user to - recombine or relink the Application with a modified version of - the Linked Version to produce a modified Combined Work, in the - manner specified by section 6 of the GNU GPL for conveying - Corresponding Source. - - 1) Use a suitable shared library mechanism for linking with the - Library. A suitable mechanism is one that (a) uses at run time - a copy of the Library already present on the user's computer - system, and (b) will operate properly with a modified version - of the Library that is interface-compatible with the Linked - Version. - - e) Provide Installation Information, but only if you would otherwise - be required to provide such information under section 6 of the - GNU GPL, and only to the extent that such information is - necessary to install and execute a modified version of the - Combined Work produced by recombining or relinking the - Application with a modified version of the Linked Version. (If - you use option 4d0, the Installation Information must accompany - the Minimal Corresponding Source and Corresponding Application - Code. If you use option 4d1, you must provide the Installation - Information in the manner specified by section 6 of the GNU GPL - for conveying Corresponding Source.) - - 5. Combined Libraries. - - You may place library facilities that are a work based on the -Library side by side in a single library together with other library -facilities that are not Applications and are not covered by this -License, and convey such a combined library under terms of your -choice, if you do both of the following: - - a) Accompany the combined library with a copy of the same work based - on the Library, uncombined with any other library facilities, - conveyed under the terms of this License. - - b) Give prominent notice with the combined library that part of it - is a work based on the Library, and explaining where to find the - accompanying uncombined form of the same work. - - 6. Revised Versions of the GNU Lesser General Public License. - - The Free Software Foundation may publish revised and/or new versions -of the GNU Lesser General Public License from time to time. Such new -versions will be similar in spirit to the present version, but may -differ in detail to address new problems or concerns. - - Each version is given a distinguishing version number. If the -Library as you received it specifies that a certain numbered version -of the GNU Lesser General Public License "or any later version" -applies to it, you have the option of following the terms and -conditions either of that published version or of any later version -published by the Free Software Foundation. If the Library as you -received it does not specify a version number of the GNU Lesser -General Public License, you may choose any version of the GNU Lesser -General Public License ever published by the Free Software Foundation. - - If the Library as you received it specifies that a proxy can decide -whether future versions of the GNU Lesser General Public License shall -apply, that proxy's public statement of acceptance of any version is -permanent authorization for you to choose that version for the -Library. diff --git a/grim/README.md b/grim/README.md deleted file mode 100755 index df70543..0000000 --- a/grim/README.md +++ /dev/null @@ -1,175 +0,0 @@ -![Build Status](https://codebuild.us-east-1.amazonaws.com/badges?uuid=eyJlbmNyeXB0ZWREYXRhIjoiVjVVUmpITGROeStDNzBrLzkreDZWVEhWblBuYjVIRzc1a3QxY1gyTE9aMjdMeEc1UFdGVFVHWGdrWWVpNURIcG44Z1FOdHBHTWZYdytYZkxyZ3haQWI4PSIsIml2UGFyYW1ldGVyU3BlYyI6Ik1aVFQ1dFJtQVVsaGl0ZW4iLCJtYXRlcmlhbFNldFNlcmlhbCI6MX0%3D&branch=master) - -# graph-imputation-match - -![Build Status](https://codebuild.us-east-1.amazonaws.com/badges?uuid=eyJlbmNyeXB0ZWREYXRhIjoiVjVVUmpITGROeStDNzBrLzkreDZWVEhWblBuYjVIRzc1a3QxY1gyTE9aMjdMeEc1UFdGVFVHWGdrWWVpNURIcG44Z1FOdHBHTWZYdytYZkxyZ3haQWI4PSIsIml2UGFyYW1ldGVyU3BlYyI6Ik1aVFQ1dFJtQVVsaGl0ZW4iLCJtYXRlcmlhbFNldFNlcmlhbCI6MX0%3D&branch=master) - -Graph-based imputation and matching. - -| Subdirectory | Description | -| :-------------- | :---------- | -| imputation | graph-based imputation | -| validation | validation of components of this repository | -| matching | graph-based matching | - -# Walkthrough (With Docker) - -Make sure you have [Docker](https://www.docker.com/products/docker-desktop) installed. If you're running Docker Desktop, -you will need to bump up the memory given to Docker. See Docker -> Preferences -> Resources. - -A Docker image is available with all the pre-requisite software installed to run the whole pipeline. -It includes JDK, Neo4j, Perl + Libraries and Python. - -Make sure you're in the `graph-imputation-match` directory when running `docker` commands. - -You may need to run `sudo docker` depending on how docker was installed. - -## Run minimal build - -This will build the imputation library and run validation on 20 AAFA simulated sample data. - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx -``` - -## Run WMDA Validation - -Run imputation and matching on the sample WMDA validation data. -This requires at least 16Gb of memory. Suggest EC2 size: t2.xlarge - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx wmda -``` - -This will produce a `matching/output/cmp.txt` file which lists the difference in the grimm version versus Consensus rsults. - -``` -wc -l output/cmp.txt - 0 output/cmp.txt -``` - -## Run Haplogic Validation - -### 6 Loci - -This will run the 6-Loci version of validation. (includes DRB4/5/6) - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx haplogic 6loci -``` - -### 5 Loci - -This will run the 5-Loci version of validation. - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx haplogic 5loci -``` - -### Number of parallel processes - -By default Haplogic processes will use `n - 1` cpu available. You can specify number of parallel processes by passing in `NUM_OF_PROCESSES` argument. - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx haplogic 5loci NUM_OF_PROCESSES=6 -``` - -## Clean output directory - -Remove the output directories. - -``` -docker run --name grimm --rm -v $PWD:/grimm nmdpbioinformatics/grimm-networkx clean -``` - -## Manually run inside the container - -The following gives you a `bash` shell inside the container where all the pre-req software is installed. -This mounts the current directory in `/grimm/` - -``` -docker run --name grimm --rm -it -v $PWD:/grimm nmdpbioinformatics/grimm-networkx bash -``` - -# Walkthrough (Without Docker) - -## 0. Pre-requisites - -- Clone the repository -``` -git clone https://github.com/nmdp-bioinformatics/graph-imputation-match -``` - -- Python 3 -The project requires Python version 3. Install from If on MacOS python3 can be installed with homebrew as well. -``` -brew install python3 -``` - -- Setup Python3 virtual environment -``` -cd graph-imputation-match -python3 -m venv venv -source venv/bin/activate -``` -# Validate -`./build-imputation-validation.sh` script runs through graph generation and imputation with minimal configuration. - -The configuration file is a json file that's used by graph generation and imputation process to select parameters. -Supply a new configuration file to test new population set/freq threshold/priors etc. - -`conf/minimal-configuration.json` is used for testing that any code changes does not break the build. Make a copy of this file to create your own config. - -# Individual Steps -## 1. Generate Imputation Graph - Generate haplotype frequency CSV files. - -### Build nemo nodes/csv files - -``` -cd imputation -./build.sh $PWD/../conf/minimal-configuration.json -cd .. - ``` - -Output directory is created and *edges*, *nodes*, *top links* and *info node* CSV files are generated. -``` -imputation/graph_generation/output -├── [ 192] csv -│   ├── [969M] edges.csv -│   ├── [ 221] info_node.csv -│   ├── [ 92M] nodes.csv -│   └── [ 71M] top_links.csv -└── [ 25M] hpf.csv -``` - -## 2. Perform Imputation -Perform imputation on simulated data. - -``` -cd validation -``` - -The input data lives in `data` folder. -``` -data -└── [110K] AAFA_NAMER_DONOR_20.in -``` - -Start Simulated Imputation - ``` - ./runimputation.sh ../conf/minimal-configuration.json - ``` - -The imputed results are in the `output` directory: - -``` -output -├── [1.9M] AAFA_NAMER_DONOR_20.in_outdeltaFunc_hap -├── [ 848] AAFA_NAMER_DONOR_20.in_outdeltaFunc_pop -├── [ 0] AAFA_NAMER_DONOR_20.miss -└── [ 0] AAFA_NAMER_DONOR_20.problem -``` - -## 3. Perform Matching - Follow [Match Validation](matching/README.md) to perform matching and compare against consensus results. diff --git a/grim/__init__.py b/grim/__init__.py index 6e79b1e..0c7f7cc 100644 --- a/grim/__init__.py +++ b/grim/__init__.py @@ -26,4 +26,4 @@ """Top-level package for py-grim.""" __organization__ = "NMDP/CIBMTR Bioinformatics" -__version__ = "0.0.7" +__version__ = "0.0.8" diff --git a/grim/build-imputation-validation.sh b/grim/build-imputation-validation.sh deleted file mode 100755 index 889b20b..0000000 --- a/grim/build-imputation-validation.sh +++ /dev/null @@ -1,15 +0,0 @@ -#!/usr/bin/env bash - -CONFIG_FILE=${1:-conf/minimal-configuration.json} -CONFIG_FULL_PATH=${PWD}/${CONFIG_FILE} - -echo "Using config file:" ${CONFIG_FULL_PATH} - -# Build imputation files -cd imputation -./build.sh ${CONFIG_FULL_PATH} -cd .. - -# validation -cd validation -./runimputation.sh ${CONFIG_FULL_PATH} diff --git a/grim/buildspec.yml b/grim/buildspec.yml deleted file mode 100755 index b56d2d8..0000000 --- a/grim/buildspec.yml +++ /dev/null @@ -1,17 +0,0 @@ -version: 0.2 - -env: - variables: - APP_NAME: "graph-imputation" - - -phases: - install: - commands: - - python --version - finally: - - echo "Done installing" - - build: - commands: - - ./build-imputation-validation.sh diff --git a/grim/conf/__init__.py b/grim/conf/__init__.py deleted file mode 100755 index d64977b..0000000 --- a/grim/conf/__init__.py +++ /dev/null @@ -1,28 +0,0 @@ -# -*- coding: utf-8 -*- - -# -# grim Graph Imputation -# Copyright (c) 2021 Be The Match operated by National Marrow Donor Program. All Rights Reserved. -# -# This library is free software; you can redistribute it and/or modify it -# under the terms of the GNU Lesser General Public License as published -# by the Free Software Foundation; either version 3 of the License, or (at -# your option) any later version. -# -# This library is distributed in the hope that it will be useful, but WITHOUT -# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or -# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public -# License for more details. -# -# You should have received a copy of the GNU Lesser General Public License -# along with this library; if not, write to the Free Software Foundation, -# Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA. -# -# > http://www.fsf.org/licensing/licenses/lgpl.html -# > http://www.opensource.org/licenses/lgpl-license.php -# - - -__author__ = """Martin Maiers""" -__email__ = "mmaiers@nmdp.org" -__version__ = "0.0.7" diff --git a/grim/conf/bart/5loci-configuration.json b/grim/conf/bart/5loci-configuration.json deleted file mode 100755 index a37361d..0000000 --- a/grim/conf/bart/5loci-configuration.json +++ /dev/null @@ -1,74 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "freq_trim_threshold": 0.5, - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "loci_map": { - "A": 1, - "B": 2, - "C": 3, - "DQB1": 4, - "DRB1": 5 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5]], - [[1, 2, 3], [4, 5]], - [[1], [2, 3], [4, 5]], - [[1, 2, 3], [4], [5]], - [[1], [2, 3], [4], [5]], - [[1], [2], [3], [4], [5]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-3, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/bart/data/hla.val.csv.gz", - "imputation_out_umug_freq_filename": "bart.umug.freqs", - "imputation_out_umug_pops_filename": "bart.umug.pops", - "imputation_out_hap_freq_filename": "bart.hap.freqs", - "imputation_out_hap_pops_filename": "bart.hap.pops", - "imputation_out_miss_filename": "bart.miss", - "imputation_out_problem_filename": "bart.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5],[2,3,4], [1,2,3], [1,2,5], [1,2,3,4],[1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt" -} diff --git a/grim/conf/bart/9loci-configuration.json b/grim/conf/bart/9loci-configuration.json deleted file mode 100755 index 46e9787..0000000 --- a/grim/conf/bart/9loci-configuration.json +++ /dev/null @@ -1,58 +0,0 @@ -{ - "populations": [ - "AFA", - "CAU", - "HIS", - "API" - ], - "freq_trim_threshold": 10, - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "loci_map": { - "A": 1, - "C": 2, - "B": 3, - "DRBX": 4, - "DRB3": 4, "DRB4": 4, "DRB5": 4, - "DRB1": 5, - "DQA1": 6, - "DQB1": 7, - "DPA1": 8, - "DPB1": 9 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5, 6, 7, 8, 9]], - [[1, 2, 3], [4, 5, 6, 7, 8, 9]], - [[1, 2, 3], [4, 5, 6, 7] , [8, 9]], - [[1, 2, 3], [4, 5], [6, 7], [8, 9]], - [[1], [2, 3], [4, 5], [6, 7], [8, 9]], - [[1], [2], [3], [4], [5], [6], [7], [8], [9]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-6, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/NEMO2020/9loc/trim/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/bart/data/hla.val.AFA.csv.gz", - "imputation_out_umug_freq_filename": "bart.umug.freqs", - "imputation_out_umug_pops_filename": "bart.umug.pops", - "imputation_out_hap_freq_filename": "bart.hap.freqs", - "imputation_out_hap_pops_filename": "bart.hap.pops", - "imputation_out_miss_filename": "bart.miss", - "imputation_out_problem_filename": "bart.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5],[2,3,4], [1,2,3], [1,2,5], [1,2,3,4],[1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt", - "save_space_mode": true -} diff --git a/grim/conf/haplogic/5loci-don-configuration.json b/grim/conf/haplogic/5loci-don-configuration.json deleted file mode 100755 index 363fa0b..0000000 --- a/grim/conf/haplogic/5loci-don-configuration.json +++ /dev/null @@ -1,74 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "freq_trim_threshold": 0.5, - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "loci_map": { - "A": 1, - "B": 2, - "C": 3, - "DQB1": 4, - "DRB1": 5 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5]], - [[1, 2, 3], [4, 5]], - [[1], [2, 3], [4, 5]], - [[1, 2, 3], [4], [5]], - [[1], [2, 3], [4], [5]], - [[1], [2], [3], [4], [5]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-3, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/5loci_valid_don.gl.csv.gz", - "imputation_out_umug_freq_filename": "don.umug.freqs", - "imputation_out_umug_pops_filename": "don.umug.pops", - "imputation_out_hap_freq_filename": "don.hap.freqs", - "imputation_out_hap_pops_filename": "don.hap.pops", - "imputation_out_miss_filename": "don.miss", - "imputation_out_problem_filename": "don.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5], [2,3,4], [1,2,3], [1,2,5], [1,2,3,4], [1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt" -} diff --git a/grim/conf/haplogic/5loci-pat-configuration.json b/grim/conf/haplogic/5loci-pat-configuration.json deleted file mode 100755 index 3410fc5..0000000 --- a/grim/conf/haplogic/5loci-pat-configuration.json +++ /dev/null @@ -1,74 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "freq_trim_threshold": 0.5, - "loci_map": { - "A": 1, - "B": 2, - "C": 3, - "DQB1": 4, - "DRB1": 5 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5]], - [[1, 2, 3], [4, 5]], - [[1], [2, 3], [4, 5]], - [[1, 2, 3], [4], [5]], - [[1], [2, 3], [4], [5]], - [[1], [2], [3], [4], [5]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-3, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/5loci_valid_pat.gl.csv.gz", - "imputation_out_umug_freq_filename": "pat.umug.freqs", - "imputation_out_umug_pops_filename": "pat.umug.pops", - "imputation_out_hap_freq_filename": "pat.hap.freqs", - "imputation_out_hap_pops_filename": "pat.hap.pops", - "imputation_out_miss_filename": "pat.miss", - "imputation_out_problem_filename": "pat.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5], [2,3,4], [1,2,3], [1,2,5], [1,2,3,4], [1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt" -} diff --git a/grim/conf/haplogic/6loci-don-configuration.json b/grim/conf/haplogic/6loci-don-configuration.json deleted file mode 100755 index 929fac8..0000000 --- a/grim/conf/haplogic/6loci-don-configuration.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "freq_trim_threshold": 0.5, - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "loci_map": { - "A": 1, - "B": 2, - "C": 3, - "DQB1": 4, - "DRB1": 5, - "DRBX": 6, - "DRB3": 6, - "DRB4": 6, - "DRB5": 6 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-3, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014_6Locus/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/6loci_valid_don.gl.csv.gz", - "imputation_out_umug_freq_filename": "don.umug.freqs", - "imputation_out_umug_pops_filename": "don.umug.pops", - "imputation_out_hap_freq_filename": "don.hap.freqs", - "imputation_out_hap_pops_filename": "don.hap.pops", - "imputation_out_miss_filename": "don.miss", - "imputation_out_problem_filename": "don.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5], [2,3,4], [1,2,3], [1,2,5], [1,2,3,4], [1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt" -} diff --git a/grim/conf/haplogic/6loci-pat-configuration.json b/grim/conf/haplogic/6loci-pat-configuration.json deleted file mode 100755 index b27802f..0000000 --- a/grim/conf/haplogic/6loci-pat-configuration.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "priority": { - "alpha": 0.4999999, - "eta": 0, - "beta": 1e-7, - "gamma": 1e-7, - "delta": 0.4999999 - }, - "freq_trim_threshold": 0.5, - "loci_map": { - "A": 1, - "B": 2, - "C": 3, - "DQB1": 4, - "DRB1": 5, - "DRBX": 6, - "DRB3": 6, - "DRB4": 6, - "DRB5": 6 - }, - "factor_missing_data": 0.0001, - "Plan_B_Matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "planb": true, - "number_of_options_threshold": 100000, - "epsilon": 1e-3, - "number_of_results": 1000, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014_6Locus/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/6loci_valid_pat.gl.csv.gz", - "imputation_out_umug_freq_filename": "pat.umug.freqs", - "imputation_out_umug_pops_filename": "pat.umug.pops", - "imputation_out_hap_freq_filename": "pat.hap.freqs", - "imputation_out_hap_pops_filename": "pat.hap.pops", - "imputation_out_miss_filename": "pat.miss", - "imputation_out_problem_filename": "pat.problem", - "max_haplotypes_number_in_phase": 100, - "Plan_A_Matrix": [[1,2,3,4,5], [2,3,4], [1,2,3], [1,2,5], [1,2,3,4], [1,2,4,5]], - "pops_count_file": "imputation/graph_generation/output/pop_ratio.txt" -} diff --git a/grim/conf/haplogic/don-100-configuration.json b/grim/conf/haplogic/don-100-configuration.json deleted file mode 100755 index 667180e..0000000 --- a/grim/conf/haplogic/don-100-configuration.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "freq_trim_threshold": 1e-3, - "priority": { - "alpha": 0, - "eta": 0, - "beta": 0, - "gamma": 0, - "delta": 1 - }, - "FULL_LOCI": "ABCQRX", - "loci_map": { - "A": "A", - "B": "B", - "C": "C", - "DQB1": "Q", - "DRB1": "R", - "DRBX": "X", - "DRB3": "X", - "DRB4": "X", - "DRB5": "X" - }, - "factor_missing_data": 0.0001, - "matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "planb": true, - "output_MUUG": true, - "output_haplotypes": false, - "epsilon": 1e-5, - "number_of_results": 100, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014_6Locus/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/sample/6loci_don_100.txt.gz", - "imputation_out_umug_freq_filename": "don.umug.freqs", - "imputation_out_umug_pops_filename": "don.umug.pops", - "imputation_out_hap_freq_filename": "don.hap.freqs", - "imputation_out_hap_pops_filename": "don.hap.pops", - "imputation_out_miss_filename": "don.miss", - "imputation_out_problem_filename": "don.problem", - "max_haplotypes_number_in_phase": 100 -} diff --git a/grim/conf/haplogic/haplogic-minimal-configuration.json b/grim/conf/haplogic/haplogic-minimal-configuration.json deleted file mode 100755 index b5e7e53..0000000 --- a/grim/conf/haplogic/haplogic-minimal-configuration.json +++ /dev/null @@ -1,50 +0,0 @@ -{ - "populations": [ - "AAFA", - "CARB", - "FILII", - "MENAFC", - "NAMER" - ], - "priority": { - "alpha": 0, - "eta": 1, - "beta": 0, - "gamma": 0, - "deltaFunc": false - }, - "FULL_LOCI": "ABCQRX", - "loci_map": { - "A": "A", - "B": "B", - "C": "C", - "DQB1": "Q", - "DRB1": "R", - "DRBX": "X", - "DRB3": "X", - "DRB4": "X", - "DRB5": "X" - }, - "factor_missing_data": 0.0001, - "matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "freq_trim_threshold": 1e-5, - "freq_data_dir": "imputation/graph_generation/data/NEMO2011/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/pat_100.txt.gz", - "imputation_out_umug_freq_filename": "pat.umug.freqs", - "imputation_out_umug_pops_filename": "pat.umug.pops", - "imputation_out_hap_freq_filename": "pat.hap.freqs", - "imputation_out_hap_pops_filename": "pat.hap.pops", - "imputation_out_miss_filename": "pat.miss", - "imputation_out_problem_filename": "pat.problem" -} diff --git a/grim/conf/haplogic/haplogic-validation-configuration.json b/grim/conf/haplogic/haplogic-validation-configuration.json deleted file mode 100755 index c5f76f5..0000000 --- a/grim/conf/haplogic/haplogic-validation-configuration.json +++ /dev/null @@ -1,75 +0,0 @@ -{ - "planb": false, - "epsilon": 1e-9, - "number_of_results": 20, - "number_of_pop_results": 20, - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "priority": { - "alpha": 1, - "eta": 0, - "beta": 0, - "gamma": 0, - "deltaFunc": false - }, - "FULL_LOCI": "ABCQRX", - "loci_map": { - "A": "A", - "B": "B", - "C": "C", - "DQB1": "Q", - "DRB1": "R", - "DRBX": "X", - "DRB3": "X", - "DRB4": "X", - "DRB5": "X" - }, - "factor_missing_data": 0.0001, - "matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "freq_trim_threshold": 1e-9, - "freq_data_dir": "imputation/graph_generation/data/NEMO2011/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/don.gl.mr.txt.gz", - "imputation_out_umug_freq_filename": "don.umug.freqs", - "imputation_out_umug_pops_filename": "don.umug.pops", - "imputation_out_hap_freq_filename": "don.hap.freqs", - "imputation_out_hap_pops_filename": "don.hap.pops", - "imputation_out_miss_filename": "don.miss", - "imputation_out_problem_filename": "don.problem" -} diff --git a/grim/conf/haplogic/pat-100-configuration.json b/grim/conf/haplogic/pat-100-configuration.json deleted file mode 100755 index 527a551..0000000 --- a/grim/conf/haplogic/pat-100-configuration.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "populations": [ - "AAFA", - "AFB", - "AINDI", - "AISC", - "ALANAM", - "AMIND", - "CARB", - "CARHIS", - "CARIBI", - "HAWI", - "FILII", - "KORI", - "JAPI", - "MSWHIS", - "MENAFC", - "NAMER", - "NCHI", - "SCAHIS", - "SCAMB", - "SCSEAI", - "VIET", - "AFA", - "API", - "CAU", - "HIS", - "NAM" - ], - "freq_trim_threshold": 1e-3, - "priority": { - "alpha": 0, - "eta": 0, - "beta": 0, - "gamma": 0, - "delta": 1 - }, - "FULL_LOCI": "ABCQRX", - "loci_map": { - "A": "A", - "B": "B", - "C": "C", - "DQB1": "Q", - "DRB1": "R", - "DRBX": "X", - "DRB3": "X", - "DRB4": "X", - "DRB5": "X" - }, - "factor_missing_data": 0.0001, - "matrix": [ - [[1, 2, 3, 4, 5, 6]], - [[1, 2, 3], [4, 5, 6]], - [[1], [2, 3], [4, 5, 6]], - [[1, 2, 3], [4], [5], [6]], - [[1], [2, 3], [4], [5], [6]], - [[1], [2], [3], [4], [5], [6]] - ], - "planb": true, - "output_MUUG": true, - "output_haplotypes": false, - "epsilon": 1e-5, - "number_of_results": 100, - "number_of_pop_results": 100, - "freq_data_dir": "imputation/graph_generation/data/2014_6Locus/", - "node_csv_file": "imputation/graph_generation/output/csv/nodes.csv", - "edges_csv_file": "imputation/graph_generation/output/csv/edges.csv", - "info_node_csv_file": "imputation/graph_generation/output/csv/info_node.csv", - "top_links_csv_file": "imputation/graph_generation/output/csv/top_links.csv", - "imputation_in_file": "validation/haplogic/data/sample/6loci_pat_100.txt.gz", - "imputation_out_umug_freq_filename": "pat.umug.freqs", - "imputation_out_umug_pops_filename": "pat.umug.pops", - "imputation_out_hap_freq_filename": "pat.hap.freqs", - "imputation_out_hap_pops_filename": "pat.hap.pops", - "imputation_out_miss_filename": "pat.miss", - "imputation_out_problem_filename": "pat.problem", - "max_haplotypes_number_in_phase": 100 -} diff --git a/grim/docker-entrypoint.sh b/grim/docker-entrypoint.sh deleted file mode 100755 index dae3bf2..0000000 --- a/grim/docker-entrypoint.sh +++ /dev/null @@ -1,45 +0,0 @@ -#!/usr/bin/env bash - -CMD=${1:-minimal} - -cd /grimm/ - -if [[ "${CMD}" = "minimal" ]]; then - echo "Running minimal build" - ./build-imputation-validation.sh -elif [[ "${CMD}" = "clean" ]]; then - echo "Clean output directories" - cd validation/haplogic - make clean_all -elif [[ "${CMD}" = "wmda" ]]; then - echo "Running wmda validation" - cd validation/wmda - ./wmda-pipeline.sh -elif [[ "${CMD}" = "haplogic" ]]; then - echo "**Running Haplogic Validation**" - shift # remove haplogic - SUB_CMD=$1 - shift # remove 5loci/6loci - if [[ "${SUB_CMD}" = "6loci" ]]; then - echo "6 Loci validation" - cd validation/haplogic - make PAT_CONFIG_FILE=$PWD/../../conf/haplogic/6loci-pat-configuration.json\ - DON_CONFIG_FILE=$PWD/../../conf/haplogic/6loci-don-configuration.json \ - "$@" - elif [[ "${SUB_CMD}" = "5loci" ]]; then - echo "5 Loci validation" - cd validation/haplogic - make PAT_CONFIG_FILE=$PWD/../../conf/haplogic/5loci-pat-configuration.json\ - DON_CONFIG_FILE=$PWD/../../conf/haplogic/5loci-don-configuration.json \ - "$@" - else - echo "Unknown option:" "$CMD" "$SUB_CMD" "$@" - fi -elif [[ "${CMD}" = "make" ]]; then - echo "Running Haplogic validation" - cd validation/haplogic - exec "$@" -else - exec "$@" -fi - diff --git a/grim/grim.py b/grim/grim.py index d177da0..7660e20 100644 --- a/grim/grim.py +++ b/grim/grim.py @@ -26,8 +26,8 @@ from .validation import runfile from .imputation.graph_generation import generate_neo4j_multi_hpf -from .imputation.imputegl import Imputation -from .imputation.imputegl.networkx_graph import Graph +from .imputation.impute import Imputation +from .imputation.networkx_graph import Graph import os diff --git a/grim/imputation/README.md b/grim/imputation/README.md deleted file mode 100755 index cb9c6bb..0000000 --- a/grim/imputation/README.md +++ /dev/null @@ -1,8 +0,0 @@ -# NetworkX based imputation - -| Subdirectory | Description | -| :-------------- | :---------- | -| graph_generation | generate the input CSV files graph from haplotype frequencies | -| imputegl | perform imputation based on gl-string formatted input | - - diff --git a/grim/imputation/README.rst b/grim/imputation/README.rst deleted file mode 100755 index e69de29..0000000 diff --git a/grim/imputation/build.sh b/grim/imputation/build.sh deleted file mode 100755 index 2a2a674..0000000 --- a/grim/imputation/build.sh +++ /dev/null @@ -1,23 +0,0 @@ -#!/usr/bin/env bash - -if [[ -z "$1" ]] -then - echo "Usage: `basename $0` " - exit 1 -fi - -# Install package -pip uninstall -y imputegl -pip uninstall -y imputegl - -python setup.py install -pip install . - -# Build graph -cd graph_generation - -make nemo CONFIG_FILE=${1} -echo "Graph data:" -ls -lah output/* - -cd .. diff --git a/grim/imputation/imputegl/cutils.pyx b/grim/imputation/cutils.pyx similarity index 100% rename from grim/imputation/imputegl/cutils.pyx rename to grim/imputation/cutils.pyx diff --git a/grim/imputation/imputegl/cypher_plan_b.py b/grim/imputation/cypher_plan_b.py similarity index 100% rename from grim/imputation/imputegl/cypher_plan_b.py rename to grim/imputation/cypher_plan_b.py diff --git a/grim/imputation/imputegl/cypher_query.py b/grim/imputation/cypher_query.py similarity index 100% rename from grim/imputation/imputegl/cypher_query.py rename to grim/imputation/cypher_query.py diff --git a/grim/imputation/graph_generation/output/csv/edges.csv b/grim/imputation/graph_generation/output/csv/edges.csv deleted file mode 100644 index 2d09750..0000000 --- a/grim/imputation/graph_generation/output/csv/edges.csv +++ /dev/null @@ -1,384526 +0,0 @@ -:START_ID(HAPLOTYPE),:END_ID(HAPLOTYPE),CP:DOUBLE[],:TYPE -5127,0,1.0;0,CP -5128,1,1.0;1.0,CP -5129,2,1.0;0,CP -5130,3,1.0;1.0,CP -5131,4,1.0;0,CP -5132,5,1.0;1.0,CP -5133,6,1.0;0.7506099626723227,CP -5133,3912,0.0;0.24939003732767726,CP -5134,7,0.13519892602582176;0.0,CP -5134,9,0.08331134414937448;0.0,CP -5134,23,0.004027088339876231;0.0,CP -5134,848,0.16907371909128313;0.0,CP -5134,1669,0.24614340969026172;0.0,CP -5134,1795,0.31131510248884425;0.0,CP -5134,1808,0.02575458676432745;0.0,CP -5134,1810,0.025175823450210796;0.0,CP -5134,4772,0.0;1.0,CP -5135,8,1.0;0,CP -5136,10,0.2647916454465572;0.0,CP -5136,1414,0.7352083545534428;1.0,CP -5137,11,1.0;0,CP -5138,12,0.05083762762019063;0.0,CP -5138,854,0.02750524684582385;0.0,CP -5138,1667,0.8923156122405238;0.0,CP -5138,1817,0.011418604312793826;0.0,CP -5138,1821,0.009012645018769916;0.0,CP -5138,1822,0.008910263961897855;0.0,CP -5138,4773,0.0;1.0,CP -5139,13,0.5987733973678084;0,CP -5139,1811,0.40122660263219156;0,CP -5140,14,1.0;0,CP -5141,15,1.0;0,CP -5142,16,0.045068658095726175;0,CP -5142,1796,0.8644897966686568;0,CP -5142,1809,0.09044154523561707;0,CP -5143,17,0.16788508162400717;0,CP -5143,1141,0.8321149183759928;0,CP -5144,18,1.0;0,CP -5145,19,0.0813428356713981;0,CP -5145,1146,0.020340729233600814;0,CP -5145,1798,0.8983164350950011;0,CP -5146,20,1.0;1.0,CP -5147,21,1.0;0,CP -5148,22,1.0;0,CP -5149,24,0;1.0,CP -5150,25,0;1.0,CP -5151,26,0;1.0,CP -5152,27,1.0;1.0,CP -5153,28,1.0;1.0,CP -5154,29,0;0.051014179323953045,CP -5154,588,0;0.948985820676047,CP -5155,30,0;0.14689576569756346,CP -5155,591,0;0.8531042343024365,CP -5156,31,1.0;1.0,CP -5157,32,1.0;1.0,CP -5158,33,1.0;1.0,CP -5159,34,0.9461280684368677;1.0,CP -5159,2902,0.05387193156313231;0.0,CP -5160,35,0.6315447630063812;0.025303658584113986,CP -5160,592,0.3684552369936189;0.974696341415886,CP -5161,36,0;1.0,CP -5162,37,0;0.00510570289869098,CP -5162,593,0;0.994894297101309,CP -5163,38,0;1.0,CP -5164,39,0.9756632898882216;0,CP -5164,2953,0.024336710111778393;0,CP -5165,40,1.0;0,CP -5166,41,1.0;0,CP -5167,42,1.0;1.0,CP -5168,43,1.0;1.0,CP -5169,44,0.8191897113622469;0,CP -5169,2078,0.18081028863775292;0,CP -5170,45,1.0;0,CP -5171,46,1.0;0,CP -5172,47,1.0;0,CP -5173,48,1.0;0,CP -5174,49,1.0;1.0,CP -5175,50,1.0;0,CP -5176,51,1.0;1.0,CP -5177,52,1.0;0,CP -5178,53,1.0;1.0,CP -5179,54,1.0;1.0,CP -5180,55,1.0;0,CP -5181,56,0;1.0,CP -5182,57,0;0.97730862709368,CP -5182,89,0;0.022691372906320003,CP 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-A*24:10~B*14:02~C*08:01~DQB1*03:01~DRB1*12:02,FILII,1.864520393419347e-05 diff --git a/grim/imputation/imputegl/impute.py b/grim/imputation/impute.py similarity index 100% rename from grim/imputation/imputegl/impute.py rename to grim/imputation/impute.py diff --git a/grim/imputation/imputegl/README.md b/grim/imputation/imputegl/README.md deleted file mode 100755 index ce52abc..0000000 --- a/grim/imputation/imputegl/README.md +++ /dev/null @@ -1,32 +0,0 @@ -# imputegl - -## install networkx -``` -pip install networkx -``` - -## run a test file -``` -python runfile.py -``` - -This will look for a file data/testwmda.100.txt and generate output files: -``` -output/testwmda.100.txt_out - imputation output in HPF -output/testwmda.100.txt_miss - no calls -output/testwmda.100.txt_val - more detail on no calls -``` - -# Directory Structure -``` -. -├── README.md -├── cypher_query.py -├── data -│   └── testwmda.100.txt -├── impute.py -├── neo4j.json -├── output -└── runfile.py -``` - diff --git a/grim/imputation/imputegl/README.performance.md b/grim/imputation/imputegl/README.performance.md deleted file mode 100755 index 7ba81f6..0000000 --- a/grim/imputation/imputegl/README.performance.md +++ /dev/null @@ -1,47 +0,0 @@ - -# Performance enhancements - -Timings on 100 donors: data/testwmda.100.txt - testwmda.100.txt D001000 - D001100 - -``` -$ time python runfile.py - -real 1m49.707s -user 0m11.509s -sys 0m0.632s -``` - - -## changing queries to use node id -``` -$ time python runfile.py - -real 0m20.121s -user 0m9.628s -sys 0m0.422s -``` - -## create indexes - -``` -$ python create_indexes.py -``` - -## confirm that the indexes exist -``` - (cypher) - $ CALL db.indexes - (returns 31 rows) -``` - -``` - -$ time python runfile.py - -real 0m11.900s -user 0m9.515s -sys 0m0.420s -``` - -So having the queries use node id resulted in a 5.45x speedup and using indexes added another 1.68x speedup so overall a 9.15x speedup. diff --git a/grim/imputation/imputegl/__init__.py b/grim/imputation/imputegl/__init__.py deleted file mode 100755 index bec990d..0000000 --- a/grim/imputation/imputegl/__init__.py +++ /dev/null @@ -1,27 +0,0 @@ -# -*- coding: utf-8 -*- - -# -# This library is free software; you can redistribute it and/or modify it -# under the terms of the GNU Lesser General Public License as published -# by the Free Software Foundation; either version 3 of the License, or (at -# your option) any later version. -# -# This library is distributed in the hope that it will be useful, but WITHOUT -# ANY WARRANTY; with out even the implied warranty of MERCHANTABILITY or -# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public -# License for more details. -# -# You should have received a copy of the GNU Lesser General Public License -# along with this library; if not, write to the Free Software Foundation, -# Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA. -# -# > http://www.fsf.org/licensing/licenses/lgpl.html -# > http://www.opensource.org/licenses/lgpl-license.php -# -from __future__ import absolute_import -from .impute import Imputation - - -__author__ = """Martin Maiers""" -__email__ = "mmaiers@nmdp.org" -__version__ = "0.0.7" diff --git a/grim/imputation/imputegl/networkx_graph.py b/grim/imputation/networkx_graph.py similarity index 100% rename from grim/imputation/imputegl/networkx_graph.py rename to grim/imputation/networkx_graph.py diff --git a/grim/imputation/setup.py b/grim/imputation/setup.py deleted file mode 100755 index 88708cb..0000000 --- a/grim/imputation/setup.py +++ /dev/null @@ -1,50 +0,0 @@ -""" -Created on Feb 16, 2018 - -@author: mmaiers-nmdp -""" - -from setuptools import setup, find_packages -from codecs import open -from os import path - -here = path.abspath(path.dirname(__file__)) - -# Get the long description from the README file -with open(path.join(here, "README.rst"), encoding="utf-8") as f: - long_description = f.read() - -setup( - name="imputegl", - # Versions should comply with PEP440. For a discussion on single-sourcing - # the version across setup.py and the project code, see - # https://packaging.python.org/en/latest/single_source_version.html - version="0.0.4", - description="Imputation based on Neo4j graph", - long_description=long_description, - # The project's main homepage. - url="https://github.com/nmdp-bioinformatics/graph-imputation-match", - packages=["imputegl"], - package_dir={"imputegl": "imputegl"}, - # Author details - author_email="mmaiers@nmdp.org", - # Choose your license - license="LGPL3", - # What does your project relate to? - keywords="imputation HLA graph", - # You can just specify the packages manually here if your project is - # simple. Or you can use find_packages(). - # List run-time dependencies here. These will be installed by pip when - # your project is installed. For an analysis of "install_requires" vs pip's - # requirements files see: - # https://packaging.python.org/en/latest/requirements.html - install_requires=["pandas>=1.0.3", "networkx==2.3"], - # List additional groups of dependencies here (e.g. development - # dependencies). You can install these using the following syntax, - # for example: - # $ pip install -e .[dev,test] - extras_require={ - "dev": ["check-manifest"], - "test": ["coverage"], - }, -) diff --git a/grim/validation/README.md b/grim/validation/README.md deleted file mode 100755 index 3971e0f..0000000 --- a/grim/validation/README.md +++ /dev/null @@ -1,109 +0,0 @@ - -# graph-imputation-match - -Graph-based imputation and matching. - - -| Subdirectory | Description | -| :-------------- | :---------- | -| g2gl | conversion of genotypes to genotype-list (deprecated) | -| haplogic | CT validation data used to evaluate haplogic | -| simulation | simulated datasets | -| wmda | WMDA validation datasets | - - - -# Explanation of `priority` parameter. - -### delta: -True prior SR (race1, race1) +=delta and (race2, race2)+=delta - -### alpha: -only taking the right combination- prior(race1, race2)+=alpha and prior(race2, race1)+=alpha - -### eta: -allowing for all Multi-Race combination- for each i,j - prior(i,j)+=eta. if eta=1- is like with no prior - -### beta: -allows for all single race populations- for each i - prior(i,i)+=beta - -### gamma: -the whole column and row of race1 and race2 get prior- gamma - - - -examples (pops= AAFA, NAMER, CARB): - -1. priority = {'alpha':0, 'eta':0, 'beta':0, 'gamma':0, 'delta':1} - - race1=AAFA, race2=NAMER - AAFA NAMER CARB - AAFA 1 0 0 - NAMER 0 1 0 - CARB 0 0 0 - - race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 0 0 - NAMER 0 0 0 - CARB 0 0 0 - -2. priority = {'alpha':0, 'eta':1, 'beta':0, 'gamma':0, 'delta':0} - - race1=AAFA, race2=NAMER / race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 1 1 - NAMER 1 1 1 - CARB 1 1 1 - -3. priority = {'alpha':1, 'eta':0, 'beta':0, 'gamma':0, ' 'delta':0} - - race1=AAFA, race2=NAMER - AAFA NAMER CARB - AAFA 0 1 0 - NAMER 1 0 0 - CARB 0 0 0 - - race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 0 0 - NAMER 0 0 0 - CARB 0 0 0 - -4.priority = {'alpha':0, 'eta':0, 'beta':1, 'gamma':0, 'delta':0} - - race1=AAFA, race2=NAMER / race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 0 0 - NAMER 0 1 0 - CARB 0 0 1 - -5. priority = {'alpha':0, 'eta':0, 'beta':0, 'gamma':1, 'delta':0} - - race1=AAFA, race2=NAMER - AAFA NAMER CARB - AAFA 1 1 1 - NAMER 1 1 1 - CARB 1 1 0 - - race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 1 1 - NAMER 1 0 0 - CARB 1 0 0 - -6. priority = {'alpha': 0.4999999, 'eta': 0, 'beta': 1e-07, 'gamma': 1e-07, 'delta': 0.4999999} - - - race1=AAFA, race2=NAMER - AAFA NAMER CARB - AAFA 0.5000001 0.5 1e-07 - NAMER 0.5 0.5000001 1e-07 - CARB 1e-07 1e-07 1e-07 - - race1=AAFA, race2=AAFA - AAFA NAMER CARB - AAFA 1 1e-07 1e-07 - NAMER 1e-07 1e-07 0 - CARB 1e-07 0 1e-07 - diff --git a/grim/validation/README_multi-threaded_imputation.md b/grim/validation/README_multi-threaded_imputation.md deleted file mode 100755 index 1e81656..0000000 --- a/grim/validation/README_multi-threaded_imputation.md +++ /dev/null @@ -1,14 +0,0 @@ -# Multi-threaded imputation - -```runfile_mt.py``` is a multi-threaded version of ```runfile.py```. -``` -cd validation/ -python runfile_mt.py -d num_threads -c CONFIG_FILE -``` -where ```d``` is number of threads (batches) and by default is 4 - -output of imputation for individual batches can be merged to get one file for imputation results. for example -``` -cd validation/output -cat don.a?_outdeltaFunc_muug > don_outdeltaFunc_muug -``` diff --git a/grim/validation/runfile.py b/grim/validation/runfile.py deleted file mode 100644 index bf44bf5..0000000 --- a/grim/validation/runfile.py +++ /dev/null @@ -1,178 +0,0 @@ -import argparse -import cProfile -import json -import pathlib -import sys -import os - -sys.path.insert(0, os.path.join("..")) - -from ..imputation.imputegl import Imputation -from ..imputation.imputegl.networkx_graph import Graph - -# Profiler start -# pr = cProfile.Profile() -# pr.enable() - - -def run_impute( - conf_file="../conf/minimal-configuration.json", - project_dir_graph="", - project_dir_in_file="", -): - - configuration_file = conf_file - - # project_dir = ""# "../" - # output_dir = "output/" - - # Read configuration file and load properties - with open(configuration_file) as f: - json_conf = json.load(f) - - graph_files_path = json_conf.get("graph_files_path") - if graph_files_path[-1] != "/": - graph_files_path += "/" - output_dir = json_conf.get("imuptation_out_path", "output") - if output_dir[-1] != "/": - output_dir += "/" - config = { - "planb": json_conf.get("planb", True), - "pops": json_conf.get("populations"), - "priority": json_conf.get("priority"), - "epsilon": json_conf.get("epsilon", 1e-3), - "number_of_results": json_conf.get("number_of_results", 1000), - "number_of_pop_results": json_conf.get("number_of_pop_results", 100), - "output_MUUG": json_conf.get("output_MUUG", True), - "output_haplotypes": json_conf.get("output_haplotypes", False), - "node_file": project_dir_graph - + graph_files_path - + json_conf.get("node_csv_file"), - "top_links_file": project_dir_graph - + graph_files_path - + json_conf.get("top_links_csv_file"), - "edges_file": project_dir_graph - + graph_files_path - + json_conf.get("edges_csv_file"), - "imputation_input_file": project_dir_in_file - + json_conf.get("imputation_in_file"), - "imputation_out_umug_freq_file": output_dir - + json_conf.get("imputation_out_umug_freq_filename"), - "imputation_out_umug_pops_file": output_dir - + json_conf.get("imputation_out_umug_pops_filename"), - "imputation_out_hap_freq_file": output_dir - + json_conf.get("imputation_out_hap_freq_filename"), - "imputation_out_hap_pops_file": output_dir - + json_conf.get("imputation_out_hap_pops_filename"), - "imputation_out_miss_file": output_dir - + json_conf.get("imputation_out_miss_filename"), - "imputation_out_problem_file": output_dir - + json_conf.get("imputation_out_problem_filename"), - "factor_missing_data": json_conf.get("factor_missing_data", 0.01), - "loci_map": json_conf.get( - "loci_map", {"A": 1, "B": 3, "C": 2, "DQB1": 4, "DRB1": 5} - ), - "matrix_planb": json_conf.get( - "Plan_B_Matrix", - [ - [[1, 2, 3, 4, 5]], - [[1, 2, 3], [4, 5]], - [[1], [2, 3], [4, 5]], - [[1, 2, 3], [4], [5]], - [[1], [2, 3], [4], [5]], - [[1], [2], [3], [4], [5]], - ], - ), - "pops_count_file": project_dir_graph + json_conf.get("pops_count_file", ""), - "use_pops_count_file": json_conf.get("pops_count_file", False), - "number_of_options_threshold": json_conf.get( - "number_of_options_threshold", 100000 - ), - "max_haplotypes_number_in_phase": json_conf.get( - "max_haplotypes_number_in_phase", 100 - ), - "bin_imputation_input_file": project_dir_in_file - + json_conf.get("bin_imputation_in_file", "None"), - "nodes_for_plan_A": json_conf.get("Plan_A_Matrix", []), - "save_mode": json_conf.get("save_space_mode", False), - "UNK_priors": json_conf.get("UNK_priors", "MR"), - } - - # Display the configurations we are using - print( - "****************************************************************************************************" - ) - print("Performing imputation based on:") - print("\tPopulation: {}".format(config["pops"])) - print("\tPriority: {}".format(config["priority"])) - print("\tUNK priority: {}".format(config["UNK_priors"])) - print("\tEpsilon: {}".format(config["epsilon"])) - print("\tPlan B: {}".format(config["planb"])) - print("\tNumber of Results: {}".format(config["number_of_results"])) - print("\tNumber of Population Results: {}".format(config["number_of_pop_results"])) - print("\tNodes File: {}".format(config["node_file"])) - print("\tTop Links File: {}".format(config["edges_file"])) - print("\tInput File: {}".format(config["imputation_input_file"])) - print("\tOutput UMUG Format: {}".format(config["output_MUUG"])) - print( - "\tOutput UMUG Freq Filename: {}".format( - config["imputation_out_umug_freq_file"] - ) - ) - print( - "\tOutput UMUG Pops Filename: {}".format( - config["imputation_out_umug_pops_file"] - ) - ) - print("\tOutput Haplotype Format: {}".format(config["output_haplotypes"])) - print( - "\tOutput HAP Freq Filename: {}".format(config["imputation_out_hap_freq_file"]) - ) - print( - "\tOutput HAP Pops Filename: {}".format(config["imputation_out_hap_pops_file"]) - ) - print("\tOutput Miss Filename: {}".format(config["imputation_out_miss_file"])) - print("\tOutput Problem Filename: {}".format(config["imputation_out_problem_file"])) - print("\tFactor Missing Data: {}".format(config["factor_missing_data"])) - print("\tLoci Map: {}".format(config["loci_map"])) - print("\tPlan B Matrix: {}".format(config["matrix_planb"])) - print("\tPops Count File: {}".format(config["pops_count_file"])) - print("\tUse Pops Count File: {}".format(config["use_pops_count_file"])) - print( - "\tNumber of Options Threshold: {}".format( - config["number_of_options_threshold"] - ) - ) - print( - "\tMax Number of haplotypes in phase: {}".format( - config["max_haplotypes_number_in_phase"] - ) - ) - if config["nodes_for_plan_A"]: - print("\tNodes in plan A: {}".format(config["nodes_for_plan_A"])) - print("\tSave space mode: {}".format(config["save_mode"])) - print( - "****************************************************************************************************" - ) - - all_loci_set = set() - for _, val in config["loci_map"].items(): - all_loci_set.add(str(val)) - - config["full_loci"] = "".join(sorted(all_loci_set)) - # Perform imputation - graph = Graph(config) - graph.build_graph( - config["node_file"], config["top_links_file"], config["edges_file"] - ) - imputation = Imputation(graph, config) - - # Create output directory if it doesn't exist - pathlib.Path(output_dir).mkdir(parents=False, exist_ok=True) - - # Write out the results from imputation - imputation.impute_file(config) - - # Profiler end - # pr.disable() - # pr.print_stats(sort="time") diff --git a/grim/validation/runimputation.sh b/grim/validation/runimputation.sh deleted file mode 100755 index d758d0a..0000000 --- a/grim/validation/runimputation.sh +++ /dev/null @@ -1,8 +0,0 @@ -#!/bin/sh - -echo "Current Directory: " `pwd` - -# Clean the imputation output directory everytime -rm -rf ./output - -python runfile.py -c $1 diff --git a/grim/validation/simulation/__init__.py b/grim/validation/simulation/__init__.py deleted file mode 100644 index cfe8889..0000000 --- a/grim/validation/simulation/__init__.py +++ /dev/null @@ -1,28 +0,0 @@ -# -*- coding: utf-8 -*- - -# -# grim Graph Imputation -# Copyright (c) 2021 Be The Match operated by National Marrow Donor Program. All Rights Reserved. -# -# This library is free software; you can redistribute it and/or modify it -# under the terms of the GNU Lesser General Public License as published -# by the Free Software Foundation; either version 3 of the License, or (at -# your option) any later version. -# -# This library is distributed in the hope that it will be useful, but WITHOUT -# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or -# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public -# License for more details. -# -# You should have received a copy of the GNU Lesser General Public License -# along with this library; if not, write to the Free Software Foundation, -# Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA. -# -# > http://www.fsf.org/licensing/licenses/lgpl.html -# > http://www.opensource.org/licenses/lgpl-license.php -# - - -"""Top-level package for py-grim.""" - -__organization__ = "NMDP/CIBMTR Bioinformatics" diff --git a/grim/validation/simulation/data/__init__.py b/grim/validation/simulation/data/__init__.py deleted file mode 100644 index cfe8889..0000000 --- a/grim/validation/simulation/data/__init__.py +++ /dev/null @@ -1,28 +0,0 @@ -# -*- coding: utf-8 -*- - -# -# grim Graph Imputation -# Copyright (c) 2021 Be The Match operated by National Marrow Donor Program. All Rights Reserved. -# -# This library is free software; you can redistribute it and/or modify it -# under the terms of the GNU Lesser General Public License as published -# by the Free Software Foundation; either version 3 of the License, or (at -# your option) any later version. -# -# This library is distributed in the hope that it will be useful, but WITHOUT -# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or -# FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public -# License for more details. -# -# You should have received a copy of the GNU Lesser General Public License -# along with this library; if not, write to the Free Software Foundation, -# Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA. -# -# > http://www.fsf.org/licensing/licenses/lgpl.html -# > http://www.opensource.org/licenses/lgpl-license.php -# - - -"""Top-level package for py-grim.""" - -__organization__ = "NMDP/CIBMTR Bioinformatics" diff --git a/grim/validation/simulation/data/simulated_donor.csv b/grim/validation/simulation/data/simulated_donor.csv deleted file mode 100644 index 7b31559..0000000 --- a/grim/validation/simulation/data/simulated_donor.csv +++ /dev/null @@ -1 +0,0 @@ -D1,A*01:02+A*02:01/A*03:01^B*15:01+B*15:01,FILII,FILII diff --git a/grim/validation/__init__.py b/scripts/__init__.py similarity index 100% rename from grim/validation/__init__.py rename to scripts/__init__.py diff --git a/scripts/build-imputation-validation.sh b/scripts/build-imputation-validation.sh new file mode 100755 index 0000000..81d01e7 --- /dev/null +++ b/scripts/build-imputation-validation.sh @@ -0,0 +1,12 @@ +#!/usr/bin/env bash +CONFIG_FILE=${1:-conf/minimal-configuration.json} +echo "Using config file:" ${CONFIG_FILE} + +# prep and load the data +python graph_generation/generate_hpf.py -c ${CONFIG_FILE} + +# generate the graph +python graph_generation/generate_neo4j_multi_hpf.py -c ${CONFIG_FILE} + +# run imputation +python scripts/runfile.py -c ${CONFIG_FILE} diff --git a/grim/validation/parallel-imputation.py b/scripts/parallel-imputation.py similarity index 100% rename from grim/validation/parallel-imputation.py rename to scripts/parallel-imputation.py diff --git a/grim/validation/reduce_loci.py b/scripts/reduce_loci.py similarity index 100% rename from grim/validation/reduce_loci.py rename to scripts/reduce_loci.py diff --git a/scripts/runfile.py b/scripts/runfile.py new file mode 100755 index 0000000..ab0d22a --- /dev/null +++ b/scripts/runfile.py @@ -0,0 +1,148 @@ +#!/usr/bin/env python +import argparse +import cProfile +import json +import pathlib +import sys +import os + +from grim.imputation.impute import Imputation +from grim.imputation.networkx_graph import Graph + +# Profiler start +pr = cProfile.Profile() +pr.enable() + +parser = argparse.ArgumentParser() +parser.add_argument( + "-c", + "--config", + required=False, + default="../conf/minimal-configuration.json", + help="Configuration JSON file", + type=str, +) + +args = parser.parse_args() +configuration_file = args.config + +# read the config file +output_dir = "output/" + +# Read configuration file and load properties +with open(configuration_file) as f: + json_conf = json.load(f) + +config = { + "planb": json_conf.get("planb", True), + "pops": json_conf.get("populations"), + "priority": json_conf.get("priority"), + "epsilon": json_conf.get("epsilon", 1e-3), + "number_of_results": json_conf.get("number_of_results", 1000), + "number_of_pop_results": json_conf.get("number_of_pop_results", 100), + "output_MUUG": json_conf.get("output_MUUG", True), + "output_haplotypes": json_conf.get("output_haplotypes", False), + "node_file": json_conf.get("graph_files_path") + json_conf.get("node_csv_file"), + "top_links_file": json_conf.get("graph_files_path") + + json_conf.get("top_links_csv_file"), + "edges_file": json_conf.get("graph_files_path") + json_conf.get("edges_csv_file"), + "imputation_input_file": json_conf.get("imputation_in_file"), + "imputation_out_umug_freq_file": output_dir + + json_conf.get("imputation_out_umug_freq_filename"), + "imputation_out_umug_pops_file": output_dir + + json_conf.get("imputation_out_umug_pops_filename"), + "imputation_out_hap_freq_file": output_dir + + json_conf.get("imputation_out_hap_freq_filename"), + "imputation_out_hap_pops_file": output_dir + + json_conf.get("imputation_out_hap_pops_filename"), + "imputation_out_miss_file": output_dir + + json_conf.get("imputation_out_miss_filename"), + "imputation_out_problem_file": output_dir + + json_conf.get("imputation_out_problem_filename"), + "factor_missing_data": json_conf.get("factor_missing_data", 0.01), + "loci_map": json_conf.get( + "loci_map", {"A": 1, "B": 3, "C": 2, "DQB1": 4, "DRB1": 5} + ), + "matrix_planb": json_conf.get( + "Plan_B_Matrix", + [ + [[1, 2, 3, 4, 5]], + [[1, 2, 3], [4, 5]], + [[1], [2, 3], [4, 5]], + [[1, 2, 3], [4], [5]], + [[1], [2, 3], [4], [5]], + [[1], [2], [3], [4], [5]], + ], + ), + "pops_count_file": json_conf.get("pops_count_file", ""), + "use_pops_count_file": json_conf.get("pops_count_file", False), + "number_of_options_threshold": json_conf.get("number_of_options_threshold", 100000), + "max_haplotypes_number_in_phase": json_conf.get( + "max_haplotypes_number_in_phase", 100 + ), + "bin_imputation_input_file": json_conf.get("bin_imputation_in_file", "None"), + "nodes_for_plan_A": json_conf.get("Plan_A_Matrix", []), + "save_mode": json_conf.get("save_space_mode", False), + "UNK_priors": json_conf.get("UNK_priors"), +} + +# Display the configurations we are using +print( + "****************************************************************************************************" +) +print("Performing imputation based on:") +print("\tPopulation: {}".format(config["pops"])) +print("\tPriority: {}".format(config["priority"])) +print("\tEpsilon: {}".format(config["epsilon"])) +print("\tPlan B: {}".format(config["planb"])) +print("\tNumber of Results: {}".format(config["number_of_results"])) +print("\tNumber of Population Results: {}".format(config["number_of_pop_results"])) +print("\tNodes File: {}".format(config["node_file"])) +print("\tTop Links File: {}".format(config["edges_file"])) +print("\tInput File: {}".format(config["imputation_input_file"])) +print("\tOutput UMUG Format: {}".format(config["output_MUUG"])) +print("\tOutput UMUG Freq Filename: {}".format(config["imputation_out_umug_freq_file"])) +print("\tOutput UMUG Pops Filename: {}".format(config["imputation_out_umug_pops_file"])) +print("\tOutput Haplotype Format: {}".format(config["output_haplotypes"])) +print("\tOutput HAP Freq Filename: {}".format(config["imputation_out_hap_freq_file"])) +print("\tOutput HAP Pops Filename: {}".format(config["imputation_out_hap_pops_file"])) +print("\tOutput Miss Filename: {}".format(config["imputation_out_miss_file"])) +print("\tOutput Problem Filename: {}".format(config["imputation_out_problem_file"])) +print("\tFactor Missing Data: {}".format(config["factor_missing_data"])) +print("\tLoci Map: {}".format(config["loci_map"])) +print("\tPlan B Matrix: {}".format(config["matrix_planb"])) +print("\tPops Count File: {}".format(config["pops_count_file"])) +print("\tUse Pops Count File: {}".format(config["use_pops_count_file"])) +print("\tNumber of Options Threshold: {}".format(config["number_of_options_threshold"])) +print( + "\tMax Number of haplotypes in phase: {}".format( + config["max_haplotypes_number_in_phase"] + ) +) +if config["nodes_for_plan_A"]: + print("\tNodes in plan A: {}".format(config["nodes_for_plan_A"])) +print("\tSave space mode: {}".format(config["save_mode"])) +print( + "****************************************************************************************************" +) + + +all_loci_set = set() +for _, val in config["loci_map"].items(): + all_loci_set.add(str(val)) + +config["full_loci"] = "".join(sorted(all_loci_set)) +# Perform imputation +graph = Graph(config) +graph.build_graph(config["node_file"], config["top_links_file"], config["edges_file"]) +imputation = Imputation(graph, config) + +# Create output directory if it doesn't exist +pathlib.Path(output_dir).mkdir(parents=False, exist_ok=True) + +# Write out the results from imputation +imputation.impute_file(config) + +# Profiler end +pr.disable() +pr.print_stats(sort="time") diff --git a/grim/validation/runfile_mp.py b/scripts/runfile_mp.py similarity index 100% rename from grim/validation/runfile_mp.py rename to scripts/runfile_mp.py diff --git a/grim/validation/runfile_mt.py b/scripts/runfile_mt.py similarity index 100% rename from grim/validation/runfile_mt.py rename to scripts/runfile_mt.py diff --git a/setup.cfg b/setup.cfg index dcf485c..d9c2f06 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.0.7 +current_version = 0.0.8 commit = True tag = True diff --git a/setup.py b/setup.py index c012b44..12fd4b5 100644 --- a/setup.py +++ b/setup.py @@ -52,7 +52,7 @@ setup( name="py-graph-imputation", - version="0.0.7", + version="0.0.8", author="Pradeep Bashyal", author_email="pbashyal@nmdp.org", python_requires=">=3.8", @@ -72,6 +72,7 @@ long_description_content_type="text/markdown", include_package_data=True, keywords="grim", + scripts=["scripts/build-imputation-validation.sh", "scripts/runfile.py"], packages=find_packages( include=[ "grim", @@ -89,8 +90,8 @@ ext_modules=cythonize( [ Extension( - "grim.imputation.imputegl.cutils", - ["grim/imputation/imputegl/cutils.pyx"], + "grim.imputation.cutils", + ["grim/imputation/cutils.pyx"], ) ], language_level="3",