CHANGELOG.md

Change Log

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog and this project (attempts to) adhere to Semantic Versioning.

[1.9.0] - 2024-05-07

• Updates from Jing Wang pull request #181 #181
• Efficiency improvements for inStrain compare and Error message clarification

[1.8.1] - 2024-04-12

• Minor update to _get_covt_keys method

[1.8.0] - 2023-08-24

• If you don't have any genomes detected, crash more gracefully
• Make it so all the genome_info columns are the same whether or not you have a linkage table
• Add "maximum_reads" argument

[1.7.6] - 2023-07-26

• Make polymorpher work when scaffold names are ints
• Fix plots 2 and 7 when there's no linkage reported

[1.7.5] - 2023-05-16

• Silly fix of 1.7.4 again

[1.7.4] - 2023-05-16

• Fix a division by 0 when you don't have any annos detected in a sample

[1.7.3] - 2023-05-11

• Fix but in 1.7.2 that resulted in all 0s with parse_gene_annotations

[1.7.2] - 2023-05-09

• Update to parse_gene_annotations that spells things out on the genome level

[1.7.1] - 2023-02-24

• Bring things up-to-date and working on python 3.10
• Make profile_genes use "fork" instead of "spawn" to make it work with higher python versions (even though it's already deprecated)
• Mark specific tests to skip when samtools isn't installed
• Remove "pd.append" calls (to avoid lots of warnings)
• Make all tests work with python3.10
• Remove numba and scikit-learn as dependencies (make numba still work if it's installed)
• Lots of refactoring to get around pandas warnings

[1.7.0] - 2023-02-20

• Update help; remove deprecated things
• Added "parse_gene_annotations" method
• Added auxiliary script "recluster_instrain_compare"

[1.6.4] - 2023-01-06

• Update numpy requirement to avoid numba bug

[1.6.3] - 2022-08-27

• Fix SNP pooling bug #111

[1.6.2] - 2022-06-27

• Add "dtype='float64'" to all pd.Series() calls to supress warnings

[1.6.1] - 2022-06-16

• Change a pandas "append" statement that was making a lot of noise
• Fix a bug when scaffold names are numbere

[1.6.0] - 2022-06-10

• Include SNV pooling options (big update with lots of changes)
• Include "cov1 = pd.Series(dtype='float64')" in readComparer.py to suppress a future warning
• Remove cryptic SNVs from the nonredundant_snv_table (#102)
• Only produce the run report when run in debug mode
• Various minor stylistic tweaks in runtime reporting

[1.5.7] - 2022-02-09

• Make error log more readable - #79
• Correct the reporting for the amount of reads removed during filtering to account for different filtering schemes
• Adjust the docs to account fo adjusting the pairing filter (#70)

[1.5.6] - 2022-02-09

• Logging handling of broken genes
• Check for sambamba in rarefaction_curve.py

[1.5.5] - 2021-10-11

• Actual traceback in the log of gene failure exception

[1.5.4] - 2021-06-24

• Improve the speed of auxillary script "rarefaction_curve.py"
• Fix a bug in the Docker "run_instrain.py" script related to using compressed .fasta files

[1.5.3] - 2021-03-26

• BugFix related to inStrain clustering (#52)
• BugFix related to genes problems (#53)
• BugFix related to logging problems; caused by having ";" in gene names (#49) (I actually didn't fix this)
• Add "force_compress" option (#54)

[1.5.2] - 2021-03-02

• BugFix when calling mutation effects (N, S, etc.) that impacted mutations with no reads supporting anything but the consensus variant
• Added a note about the weird way that positions are calculated in the "mutation" column of SNVs.tsv

[1.5.1] - 2021-02-18

• Minor updates to docs; include warnings about 0-based indexing and some more FAQs
• Sam to bam conversion now uses the correct number of processes
• Automatically compress big dataframes on storage
• Do gene profiling of cryptic SNPs as well
• Test whether genome distance matricies contain blanks before clustering

[1.5.0] - 2021-02-11

• Updated internals for plotting
• Removed dRep as a dependency
• Include depenency check option and automatically log dependencies to log
• Fixed numerous plotting bugs
• Supress pandas not report chainedassignment warnings

[1.4.1] - 2021-01-25

• Add the auxillary script "rarefaction_curve.py"
• Update the Docker to work again

[1.4.0] - 2020-10-30

• Big refactor of the code for "inStrain compare"
• Add support for .stb files in inStrain compare
• Add a "database mode" for inStrain compare
• Add the option to give inStrain compare a single genome to compare
• Completely refactor testing to work with pytest
• "compare" now clusters genomes when an .stb is provided
• gene_info.tsv no longer reports genes with coverage == 0
• Refactor testing of Docker images as well
• Adjust the

[1.3.11] - 2020-10-21

• Change the dependencies to specify a bioconda version that has the alphabet thing (#27)

[1.3.10] - 2020-10-21

• Change the dependencies to not allow pandas version 1.1.3 (which causes the following bug: pandas-dev/pandas#37094)

[1.3.9] - 2020-09-29

• More multiprocessing patching for compare

[1.3.8] - 2020-09-23

• More multiprocessing patching

[1.3.7] - 2020-09-15

• More multiprocessing patching

[1.3.6] - 2020-09-14

• Apply a mutliprocessing patch to help python version 3.6
• Allow the Docker to accept a FOF for inStrain compare input
• Have the Docker download a reduced IS profile for running compare**

[1.3.5] - 2020-09-10

• Backwards compatibility when running inStrain compare on old inStrain profiles
• Print some more info before crashing due to no scaffolds detected
• Update the Docker to be able to handle compare

[1.3.4] - 2020-08-31

• More updates to the docs
• Bugfix regarding .stb files when scaffolds are present in the .fasta file, but not the .bam file

[1.3.3] - 2020-08-31

• More upgrades to the docs
• An additional refinement to creating profile_merge jobs in linear time even when the amount of genes loaded is huge

[1.3.2] - 2020-08-28

• Fixed a bug in quick_profile where it didn't work without an .stb file
• Optimize gene initilization
• Put the split merging + gene profiling in groups
• Add logging of how long groups take to run
• Edited the Docker image to work with version 1.3
• Overhaul of the Glossary
• Update the Docker

[1.3.1] - 2020-08-19

• Undid some numba that actually slowed things down
• Change the way iterate_commands works
• Make compare log it's multiprocessing efficiency
• Save all counts into counts_table.npz (thanks https://github.com/apcamargo)
• Avoid sorting pre-sorted BAMs and use multiple threads to index and sort BAMs (thanks https://github.com/apcamargo)
• Handle "--version" in argparse correctly
• Make profile properly handle profile_genes
• Add a "DEPRECATED" flag to standalone profile_genes module

[1.3.0w] - 2020-08-13

• Significant refactoring of controller.py and profile
• Re-writting the test suite to be in multiple modules
• Add numba to filter_reads evaluate_pair method (and a few others; just playing around)
• Optimize compare a bit (load stuff up front)

[1.3.0v] - 2020-08-10

• Change internal structure of test suite
• Delete N_sites and S_sites from gene_info table
• Add "class" to SNVs.tsv
• Add some basic checkpoint logging to Compare
• Add a little bit of documentation to log_utils
• Make "compare" multi-thread in the new way (with spawn)
• Tiny docs change

[1.3.0u] - 2020-08-06

• Add Docker and conda installation instructions to the README
• Edit parse_stb to handle None the same as []
• Add the Docker image and associated files

[1.3.0t / 1.3.0.dev3] - 2020-07-29

• Fix "call_con_snps" to account for cases where there's only a SNP in one sample, but it's not a consensus SNP
• Make the output of compare generated through SNVprofile (like profile does it)
• Make the SNP table produced by compare actually legable and made in the output

[1.3.0s] - 2020-07-14

• Add "FailureScaffoldHeaderTesting" to readComparer to make sure it can catch exceptions
• Add "high_cov" testing to test over 10,000x coverage
• Fix bug in readComparer when coverage was over 10,000x

[1.3.0r / v1.3.0.dev1 / v1.3.0.dev2] - 2020-06-17

• UPLOADED AS v1.3.0.dev1 TO PYPI
• Fix a bug that broke iRep when skipping mm
• Translate .fasta files into all uppercase on loading them
• Removed some of the uninteresting columns from the genome_info output
• Change name of argument "filter_cutoff" to "min_read_ani"
• Add database_mode

[1.3.0q] - 2020-06-15

• Fix a bug in GW having to do with the new mapping_info

[1.3.0p] - 2020-06-11

• Add a little bit more checkpoints
• Fix the "min_genome_coverage" thing; there were problems with the read report when a scaffold had 0 reads

[1.3.0o] - 2020-06-10

• Modify how split profiling is done and modify Rdic. Now only the reads for each scaffold are passed to worker threads, through the queue. This should lead to increased run-times (though hopefully not too bad; it should only impact efficiency) and significantly decreased memory usage
• Remove "--scaffold_level_mapping_info" and have it always on
• Change how read filtering is done after mutli-processing to improve speed

[1.3.0n] - 2020-06-08

• Deep copy when making the final Rdic object in filter_reads

[1.3.0m] - 2020-06-05

• Add logging for spawning and terminating workers to check the impact on RAM
• No more global scaff2sequence; just send over with commands
• Explicitly call the garbage collector in profile

[1.3.0l] - 2020-06-04

• Add more checkpoints to filter_reads
• Adjust "ReadGroupSize" to 5000
• iRep is only run on mm = 1
• re-write _iRep_filter_windows
• change the null_model to a regular dictionary; if a coverage isn't in there, use null_model[-1] for the biggest coverage
• change profile to no longer use globals; spawn new processes instead of forking

[1.3.0k] - 2020-06-04

• Add a sanity check to "prepare_bam_fie" for proper indexing
• Dont have get_paired_reads write to the log when multiprocessing
• Remove _validate_splits (it takes too long)
• Add a checkpoint for loading the .fasta file
• Change filter_reads to the "spawn" rather than "fork" multiprocessing
• Change the way bam files are initilized in filter_reads

[1.3.0j] - 2020-06-02

• Make a argparse group for mm_level; calc GW on the mm level
• Plots work again
• Delete a pbar update that was crashing gene profiling in single thread mode (I think?)
• Fix partial gene identification problem
• If .sorted.bam in the name of the .bam file, dont try and sort it
• There can only be a maximum of 1000 jobs when filtering reads; hopefully cuts way down on queue access

[1.3.0i] - 2020-06-01

• Fix bug with small scaffolds and add test to catch it
• Change --min_fasta_reads to --min_scaffold_reads
• Add --min_genome_coverage to profile, along with tests to make sure it works
• Handle iRepErro and StbErrors now

[1.3.0h] - 2020-05-22

• Add some logging to gene profile in single thread mode
• Add the ability to catch iRep failures

[1.3.0g] - 2020-05-21

• Add a 5 second timeout for single thread runs
• Store fasta_loc during profile
• Store scaffold 2 length from profile, not from within the profiled splits
• iRep can now be calculated
• Replace mm_counts_to_counts_shrunk with a version that preserves base order
• Add "object_type" to IS profile objects
• If interrupted during profile, kill all processes
• Output tables are all made using the "generate" command of SNVprofile
• Big changes to the actual output tables
• This version breaks lots of plots and the "compare" function! Watch out!

[1.3.0f] - 2020-05-13

• dN/dS for genes

[1.3.0e] - 2020-05-13

• Re-write of genes profiling section
• Suppress warnings made during plotting
• Add real logging report to profile_genes
• Add failure testing to profile_genes

[1.3.0d] - 2020-05-08

• Updating failure report to be better (including testing for split profiling and merging failures)
• Updating plots to not make all those errors
• Removed "MM" from all figures, replace with ANI level
• Rdic is stored by default

[1.3.0a-c] - 2020-05-08

• Paralellization of individual scaffolds is done now using windows
• This required various performance tweaks to get right

[1.2.14] - 2020-05-04

• RAM log actually reports min RAM usage now
• Dont store mm_reads_to_snvs by default
• Checkpoints report RAM usage as well
• Edits to make quick_profile have a similar input structure as profile

[1.2.13] - 2020-04-20

• Correct RAM log
• Make a ram profiling plot

[1.2.12] - 2020-04-09

• Bug fixes with logging
• Bug a problem with refBase being N calling multi-allelic SNPs

[1.2.11] - 2020-04-08

• Changes to speed up multiprocessing
• gene2sequence is now a global
• removes sending over the IS object and Gdb
• runs 6000 genes per parallelization minimium
• speeds up creating figures by cacheing
• log now reports year and seconds
• generates a report at the end with runtime notes

[1.2.10] - 2020-04-03

• Change the way that profile_genes works on the backend to optimize speed
• Turn off complete scaffold-level read profiling by default; make it a command line option
• Other small speed improvements

[1.2.9] - 2020-03-29

• Dont crash if you have no gene clonality or coverage

[1.2.8] - 2020-03-23

• Fix loading genes from GenBank files
• Allow storing gene2sequence

[1.2.7] - 2020-03-21

• Calculates rarefied microdiversity as well, now

[1.2.6] - 2020-03-19

• Don't crash geneprofile when no SNPs are called

[1.2.5] - 2020-03-17

• Allow genbank files for calling genes (FILE MUST END IN .gb OR .gbk)

[1.2.4] - 2020-02-27

• No longer crash when "N" is in the reference sequence
• Add the ability to --use_full_fasta_header

[1.2.3] - 2020-02-21

• Messed with the internals of filter_reads. Moved old methods into deprecated_filter_reads
• Changed the options of filter_reads to just do things that it can actually do at the moment
• Remove break in "get_paired_reads" when a scaffold isn't in the .bam
• Fixed bug in profile_genes resulting from having no SNPs called
• Allow changing the options for pairing filters
• Allow creation of detailed read report
• Allow specification of priority_reads that will not be filtered out

[1.2.2] - 2020-01-23

• Have genome_wide report microdiversity if it can
• Tried to fix a bug where the "percent_compared" in "inStrain compare" is underreported when run in "genome_wide"

[1.2.1] - 2020-01-21

• Fixed typo in spelling of "Reference_SNPs"
• Fixed bug reporting refFreq
• Add a lot of "fillna(0)"s to the method "genome_wide_si_2" to make the average coverage work out correctly

[1.2.0] - 2019-12-18

• Move from 'ANI' in scaffold_profile to "conANI" and "popANI"
• Store information on lots more types of SNPs in scaffold_profile
• Remove snpsCounted
• Make it so profile can handle genes, genome_wide, and figure generation
• Make the output of profile a bit more pretty

[1.1.3] - 2019-12-18

• Profile genes no longer drops allele_count

[1.1.2] - 2019-12-04

• Change genome_wide to include sums of SNPs
• GeneProfile now reports reference SNPs as well in terms of N and S
• Many updates to plotting function (listed below)
• The debug option will now produce a stack track for failed plots
• Plot basename now included in figure creation
• You can now plot only genomes meeting a breadth requirement
• You can now specify which genomes to plot
• Fixed bug preventing plots 2 and 7 from being made in a lot of cases
• Plot 4 now plots only freq > 0.5 and a set 50 bins

[1.1.1] - 2019-11-18

• Change genome_wide to account for ANI, popANI, and conANI

[1.1.0] - 2019-11-18

• Big changes to inStrain compare (stores SNVprofiles as globals; calculates popANI and con_ANI always; big changes to how popANI is calculated)

[1.0.2] - 2019-11-17

• Update to try and get the Null model properly installed

[1.0.1] - 2019-11-16

• Plot 9 displays titles now
• Fixed some of the test data; was previously on a non-mm level
• Set a maximum figure size of 100 inches on the scaffold inspection plot
• Update the docs for example_output
• Edit the GitHub README

[1.0.0] - 2019-11-08

• InStain only yells at you if the minor version is different
• Add microdiversity in addition to clonality for user-facing output
• Change the name "morphia" to "allele_count"
• Bugfix for geneProfile on lien 92 related to "if scaffold not in covTs"
• Move calculate_null.py into the helper_scripts
• Delete "R_scripts" and "notebooks" folders
• Delete combine_samples.py
• Change the name of combined_null1000000.txt to NullModel.txt
• Changes to internals of calculate_null.py; add parameters so that others could change it if they want to as well
• Change the default NullModel to go up to 10,000 coverage, with X bootstraps
• Add plots 8 and 9
• Small changes to ReadComparer to try and reduce RAM usage by decreasing the amount of SNPtable stored
• Plot 10 can now be made
• Add dRep to required list
• Change the null model to be mutlithreaded
• NullModel.txt has 1,000,000 bootstraps
• Fixed a bug in making plot2

[0.8.11] - 2019-10-30

• Optimize GeneProfile; no need to load SNV table twice, and establish a global variable of SNV locations

[0.8.10] - 2019-10-30

• The raw_snp_table is now stored correctly
• Added plots 3-5
• Added plots 6-7
• Fixed critical bug on GeneProfile coverage
• Made storage of counts table make sense; only when store everything

[0.8.9] - 2019-10-26

• Added plot number 2

[0.8.8] - 2019-10-26

• Numerous little changes:
• Requires pandas >=0.25
• Fixed runtime warnings in genomeWide
• When you're making readReport genome_wide, remove the "all_scaffolds" column. Otherwise the program thinks that one of the scaffolds isn't in the .stb file
• Plotting now uses fonttype 42 for editable text
• Compare by default now skips mismatch locations

[0.8.7] - 2019-10-26

• Greedy clustering is implemented in an experimental way

[0.8.6] - 2019-10-15

• Bugfix on GeneProfile

[0.8.5] - 2019-10-15

• Update to genome_wide calculations on the mm-level

[0.8.4] - 2019-10-12

• Add the "plot" module

[0.8.3] - 2019-10-07

• Add the "genome_wide" module

[0.8.2] - 2019-10-06

• Compare is now stored in an SNVprofile object as well
• The log of compare is stored in the log folder
• The log of profile is stored in the log folder

[0.8.1] - 2019-10-05

• Add a README to the raw_data folder
• Add mean_microdiversity and median_microdiversity to the scaffold table in addition to clonality
• Scaffolds with no clonality are np.nan, not 0
• Change the name from ANI to popANI in ReadComparer
• GeneProfile now stores the SNP mutation types in the output
• The name of the IS is now stored in front of everything in the output folder
• GeneProfile now correctly identifies genes as being incomplete or not

[0.8.0] - 2019-09-22

• Whole new way of running inStrain is born- everything under the same parser

[0.7.2] - 2019-09-16

• Optimize GeneProfile (faster iteration of clonT and covT)

[0.7.1] - 2019-09-16

• Lots more bug-fixes / speed increases to RC
• Make the default not to self-compare with RC
• RC can now read scaffold list from a .fasta file

[0.7.0] - 2019-09-15

• Fix the generation of the null model (prior to this it had an off-by-one error) - THIS IS BIG AND IMPACTS THE RESULTS IN TERMS OF WHERE SNPs WILL BE CALLED
• Make GeneProfile save an output in the output folder
• Make RC look for SNPs in each others databases, not just compare consensus bases
• Allow explicit setting of the fdr for use in null model

[0.6.7] - 2019-09-10

• Add that bandaid to inStrain in general- rerun scaffolds that failed to multiprocess

[0.6.6] - 2019-09-09

• Make readComparer storage of coverage information optional (and default off)

[0.6.5] - 2019-09-08

• RAM logging for ReadComparer

[0.6.4] - 2019-09-06

• Add more plottingUtilities
• Fix load_scaff2pair2mm2SNPs
• Re-write GeneProfile.py to actually work
• Make readComparer also store coverage information

[0.6.3] - 2019-08-27

• Change "percent_compared" to "percent_genome_compared"
• Add junk to genomeUtilities and plottingUtilities

[0.6.2] - 2019-08-27

• Change the name "considered_bases" to "percent_compared" in readComparer

[0.6.1] - 2019-08-27

• ReadComparer now works with v0.6 IS objects

[0.6.0] - 2019-08-26

• Note: Im making this a new minor version more because I should have made the last one a minor version that that this deserves to be one
• Give SNVprofile the ability to only load some scaffolds
• Add readComparer ability to only select certain scaffolds
• Make readComparer do the better form of multiprocessing
• Actually a lot of readComparer changes

[0.5.6] - 2019-08-22

• NOTE: THIS UPDATE DOES SEEM TO INCREASE RAM SPIKES (probably related to shrinking), BUT DECREASES RAM USAGE OVERALL
• Add increased logging to read filtering
• Remove non-zero values from base-wise stored things
• Fix getting clonalities from clonT dataframe (need to sort by mm first)
• Remove the need to get clonalities from clonT dataframe during initial profile
• Add some more attempted logging and saving of failed scaffolds

[0.5.5] - 2019-08-20

• Add an awk filter to quickProfile

[0.5.4] - 2019-08-20

• Bugfix with regards to how unmaskedBreadth and ANI were calculated in an mm-based way

[0.5.3] - 2019-08-19

• Add the script "quickProfile"

[0.5.2] - 2019-08-19

• Shrink base-wise vectors before saving
• Use compression on hdf5 files
• Optimize multiprocessing
• Add the ability to provide a list of .fasta files to consider

[0.5.1] - 2019-08-15

• Improvements to logging of multiprocessing; done by default now

[0.5.0] - 2019-08-14

• Make get_paired_reads much more RAM efficient
• Store clonT and covT in hd5 format, which prevents that final RAM spike
• Store clonality as float32 instead of float64
• Debug now stores useful RAM information

[0.4.11] - 2019-08-13

• Make clonT_to_table much more RAM efficient
• Another bugFix for ReadComparer

[0.4.10] - 2019-08-13

• Fixed a bug in ReadComparer related to translating conBase and refBase to ints

[0.4.9] - 2019-08-12

• Added a try-catch around chunking in the main method
• Added length to the output of read comparer
• Changed some coverage reporting in readComparer - still not clear if its right
• Fixed a readComparer coverage bug

[0.4.8] - 2019-08-08

Changed

• Optimized ReadComparer

[0.4.7] - 2019-06-21

Added

• Added the --skip_mm_profiling command line option

[0.4.6] - 2019-06-19

Added

• Bugfix multiprocessing chunking; no longer
• readComparer is almost there, but not quite

[0.4.5] - 2019-06-17

Added

• Added chunking to the multiprocessing

[0.4.4] - 2019-06-13

Added

• Added the argument "min_scaffold_reads"

[0.4.3] - 2019-06-13

Added

• Debug option
• A bunch of un-usable code and tests related to readComparer. Need to continue work on it

Changed

• pileup_counts is now a "store_everything" attribute and not stored by default

[0.4.2] - 2019-06-13

Changed

• Big changes to the SNV table
  • Logs "morphia"; the number of bases reaching the above criteria
  • Included bases with 1 morphia when its different from the reference base
  • Include the reference base at that position

[0.4.1] - 2019-06-13

Fixed

• gene_statistics works more natively with the new SNVprofile

[0.4.0] - 2019-06-13

Changed

• SNV profile is totally different now. Pretty sweet

[0.3.2] - 2019-06-05

Changed

• gene_statistics now doesn't look for partial genes
• gene_statistics now actually saves as the file name you want it to
• reorganized everything

Added

• expected breadth on the scaffold level

[0.3.1] - 2019-06-04

• Gene_statistics.py now working
• Fixed critical bug of allele_B = allele_b in the linkage table.

[0.3.0] - 2019-05-15

• Now calculates D', and normalized versions of D' and R2
• min_snp is now
• Has the new gene_statistics.py and combine_samples.py scripts

[0.2.8] - 2019-05-09

• fixed varbase = refbase error when there's a tie for most abundant variant
• made default output prefix be the fasta file prefix
• now generate scafold counts numpy array which show total variant counts for all positions by scaffold

[0.2.7] - 2019-04-10

Changed

• Change to how scaff2pair2info is handled

[0.2.6] - 2019-04-09

Changed

• Minor change to the pickle protocol and stuff

[0.2.5] - 2019-04-07

Changed

• Allow changing filtering criteria, and some basic testing to make sure it works
• Will convert .sams to .bams and index for you

[0.2.4] - 2019-03-29

Changed

• Add a little bit of logging and efficiency into read report

[0.2.3] - 2019-03-26

Changed

• multiprocessing of scaffolds re-factored to be better
• now produces readable dataframe outputs
• make a nice read report
• add a --read_report option for filter_reads

[0.2.2] - 2019-03-26

Changed

• paired read filtering is now multi-processed

[0.2.1] - 2019-03-26

Changed

• argparse now displays the version number and defaults
• runs Matts way by default

[0.2.0] - 2019-03-26

Fixed

• implemented logging module
• made read filtering into a saved table
• implemented and tested "filter_reads.get_paired_reads"
• multiprocessing of SNP calling implemented
• setup.py is made; can now install itself
• changed the quoting on CC's table outputs to default
• changed "level" to "filter_cutoff"
• changed "min_coverage" to "min_cov"
• account for read overlap when calculating read length (half code is there, but reverted)
• changed to "no_filter" stepper
• clonality is now called the same with CC and Matt's versions
• min_cov is called with >= now

[0.1.2] - 2019-03-12

• Stepper is now all

[0.1.1] - 2019-03-12

• Tests now work

[0.0.4] - 2018-06-25

• Adding some of the graph stuff and functions. The Python is really slow, in the future it should call node2vec C++ library.

[0.0.2] - 2018-06-21

Fixed

• Test suite now runs on it's own and makes sure it succeeds

[0.0.2] - 2018-06-21

Fixed

• Test suite produces a command
• Program doesn't crash (lotsa small bug fixes)

[0.0.1] - 2018-06-21

Added

• Changelog and versioning is born
• Test suite is born

Fixed

• Dumb print error is fixed
• Import statement is pretty :)