#!/usr/bin/env perl =begin ------------------------------------------------------------------------- molecular data extract for NCRAS (PHE) - compliments ncrs_cosd.pl with individual test results; gets HTS data from .... =cut #------------------------------------------------------------------------------- my $query_output = 0; # --query|q - output sql queries to console my $cumulative = 0; # --cumulative - all requests since 1st of month of ref_date my $time_this = 0; # --time_this (Time::HiRes) my $duration = 1; # month; default unless specified in command-line opts my $testing = 0; # --testing|t - nothing yet use Getopt::Long; GetOptions ( "cumulative" => \$cumulative, # flag "months|m=i" => \$duration, # int "testing|t" => \$testing, # flag "time_this" => \$time_this, # flag "query|q" => \$query_output, # flag ); # warn $duration; warn $cumulative; exit; use strict; use warnings; use feature 'say'; use lib '/home/raj/perl5/lib/perl5'; use FindBin qw($Bin); # warn $Bin; use Data::Printer; use SQL::Abstract::More; use Spreadsheet::WriteExcel::Simple; use Time::HiRes qw(gettimeofday tv_interval); use lib $Bin . '/../../lib'; use LIMS::Local::ScriptHelpers; use lib '/home/raj/perl-lib'; use Local::DB; my $tools = LIMS::Local::ScriptHelpers->new(); $tools->test_only($testing); # defaults to 0 my $today = $tools->time_now; my $dbix = Local::DB->dbix({ dbname => 'hilis4' }); $dbix->lc_columns = 0; # preserve mixed case on col names # need to supply our own injection_guard to override built-in sql injection # attack prevention which detects ';' in GROUP_CONCAT, but we don't need one # here as we have no user input: my $sqla = SQL::Abstract::More->new( injection_guard => qr/^$/ ); $Local::DBIx::Simple::Result::NO_AUTO_DATE_INFLATION = 1; # or will defeat DATE(col) my $ref_date = $today->clone->subtract( months => $duration ); # warn $ref_date; my $filename = sprintf '%s/hmds_molecular_data_%s.xls', $Bin, lc $ref_date->strftime('%b_%Y'); # warn $filename; my @lab_sections = ( 'FISH', 'Molecular', 'Micro-array', 'High-throughput sequencing', 'Multiplex Ligation-dependent Probe Amplification' ); my $excluded_test_name_re = join '|', qw( extraction selection quantification control h_and_e refer_material store_[dr]na ); # p $excluded_test_name_re; # get lab-tests auto-requested at registration: my $registration_lab_tests = registration_lab_test_requests(); # p $registration_lab_tests; my ($sql, @bind) = _get_main_query(); # p $sql; p @bind; my $t0 = [gettimeofday]; my $query = $dbix->query( $sql, @bind ); # get cols from query, except 'private' ones used for evaluations (eg _specimen): my @headers = grep $_ !~ /^_/, $query->columns; # p @headers; my @data = $query->hashes; runtimer('query runtime') if $time_this; my $xl = Spreadsheet::WriteExcel::Simple->new; $xl->write_bold_row(\@headers); runtimer('commencing data processing') if $time_this; # process @data: for my $ref (@data) { my $data = process_data($ref); # returns arrayref $xl->write_row($data); } runtimer('completed data processing') if $time_this; $xl->save($filename); sub process_data { my $data = shift; # get HTS params (cdna_change, protein_impact, refseq_transcript, cosmic_id): retrieve_sequencing_data($data) if $data->{test_method} =~ 'sequencing'; $data->{test_requested} = test_request_date($data); # remove trailing full-stop from clinical details (including dot-only): $data->{clinical_indication} =~ s/\.$//; # so dot-only becomes undef: $data->{clinical_indication} ||= '[not recorded]'; my $specimen = $data->{_specimen}; # p $sample_type; $data->{sample_type} = sample_type($specimen); $data->{sample_prep} = sample_prep($specimen); # test_method expects a technology: $data->{test_method} =~ s{Molecular}{PCR/Sanger}; # others OK (eg FISH, HTS) return [ @{$data}{@headers} ]; } sub retrieve_sequencing_data { # from HTS db: my $data = shift; my $request_id = $data->{_request_id}; my @cols = qw(cdna_change protein_impact refseq_transcript cosmic_id); my @params = $dbix->select('table', \@cols, { request_id => $request_id })->array; return undef unless @params; # caller not expecting return value anyway @{$data}{@cols} = @params; } sub sample_type { # record multiple sample types if provided: my $specimen = shift; my @specimens; if ( $specimen =~ /blood/ ) { # p $specimen; push @specimens, 'Blood'; } if ( $specimen =~ /bone marrow/ ) { # p $specimen; push @specimens, 'Bone marrow'; } if ( $specimen =~ /CSF/ ) { # p $specimen; push @specimens, 'CSF'; } push @specimens, 'Other' if ! @specimens; # default return join ', ', @specimens; } sub sample_prep { # just use 1st specimen type - too complex to consider multiple my $specimen = shift; # p $specimen if $specimen =~ /fixed/; if ( $specimen =~ /blood|unfixed|scroll/ ) { # p $specimen; return 'Fresh tissue'; } elsif ( $specimen =~ /fixed/ ) { # p $specimen; # must be AFTER 'unfixed' !! return 'Fixed tissue'; } elsif ( $specimen =~ /effusion/ ) { # p $specimen; return 'Effusion'; } elsif ( $specimen =~ /marrow/ ) { # p $specimen; return 'Bone marrow'; } elsif ( $specimen =~ /block/ ) { # p $specimen; return 'FFPE tissue'; } elsif ( $specimen =~ /slide/ ) { # p $specimen; return 'Archived sample'; } # p $specimen; # default: return 'Other'; } sub registration_lab_test_requests { my @cols = ( 'DISTINCT t2.field_label', 1 ); my @rels = ('specimen_lab_test|t1', 't1.lab_test_id=t2.id', 'lab_tests|t2'); my @args = ( -columns => \@cols, -from => [ -join => @rels ], ); # p @args; my ($sql, @bind) = $sqla->select(@args); # p $sql; p \@bind; $dbix->dump_query($sql, @bind) if $query_output; # exit; return $dbix->query($sql, @bind)->map; } sub test_request_date { my $ref = shift; # p $ref; my $request_id = $ref->{_request_id}; my $registered = $ref->{sample_received}; my $test_name = $ref->{test_name}; my $screened = $ref->{_screen_date}; # use manual request date if exists, or auto-request date, or date of screening: my $manual_request_date = manual_test_request($request_id, $test_name); # auto-requested by sample-type, therefore date = registration: my $auto_request_date = $registration_lab_tests->{$test_name} ? $registered : 0; # zero OK as will be tested for truth below # p [$manual_request_date, $auto_request_date, $screened]; return $manual_request_date || $auto_request_date || $screened; } sub manual_test_request { my ($request_id, $test_name) = @_; my @args = ( -columns => [ 'DATE(time)' ], -from => [ 'request_lab_test_history' ], -where => { request_id => $request_id, action => { -rlike => '^(auto-)?requested( linked test)? ' . $test_name }, }, -order_by => [ '-time' ], # ORDER BY time DESC -limit => 1, # returns most recent only if >1 ); # p @args; my ($sql, @bind) = $sqla->select(@args); # p $sql; p \@bind; # $dbix->dump_query($sql, @bind) if $query_output; # exit; return $dbix->query($sql, @bind)->value; } sub _get_main_query { my $begin_date = $ref_date->clone->set_day(1); # first day of $ref_date month my %date_restriction = $cumulative # if --cumulative Getopt: ? ( '>=', $begin_date->ymd ) # all since ref_date : ( -between => [ # first & last day of ref_date month: $begin_date->ymd, # 1st day $begin_date->add(months => 1)->subtract(days => 1)->ymd, # last day ] ); my @cols = ( 'p.nhs_number', 'p.first_name', 'p.last_name', 'p.dob', 'pd.post_code', 'p.gender', 'rs.display_name|referral_source', 'ref.name|referrer', 'CONCAT_WS( "/", r.request_number, LPAD(r.year - 2000, 2, 0) ) AS local_sample_id', q!MAX( CASE WHEN ao.option_name = 'private' THEN 'Private' ELSE 'NHS' END ) AS service_level!, 'DATE(rsd.specimen_date)|specimen_collection_date', 'NULL|test_requested', # defined in get_test_request_date() 'DATE(r.created_at)|sample_received', q!MAX( CASE WHEN rsv.action = 'authorised' THEN DATE(rsv.time) END ) AS report_date!, 'rrd.clinical_details|clinical_indication', 'NULL|sample_type', # defined in sample_type() 'rsd.biopsy_site|sample_origin', # 'NULL|percentage_tumour', # not supported 'NULL|sample_prep', # defined in sample_prep() 'ls.section_name|test_method', # 'NULL|test_scope', # not supported 'tr.result|test_result', 'lt.field_label|test_name', # gene/protein # 'NULL|cdna_change', # not supported # 'NULL|protein_impact', # not supported # 'NULL|karyotype', # not supported # 'NULL|other_result', # not relevant # 'NULL|refseq_transcript', # not supported # 'NULL|cosmic_id', # not supported # 'NULL|abnormal_karyotype', # not supported 'rrs.results_summary', # private (underscored) fields for data processing only: 'r.id|_request_id', q!GROUP_CONCAT(DISTINCT s.description SEPARATOR '; ')|_specimen!, q!MAX( CASE WHEN rsv.action = 'screened' THEN DATE(rsv.time) END ) AS _screen_date!, ); my @rels = ( 'requests|r' , q{r.patient_case_id=pc.id} => 'patient_case|pc' , q{pc.patient_id=p.id} => 'patients|p' , q{pc.referral_source_id=rs.id} => 'referral_sources|rs' , q{rs.parent_organisation_id=po.id} => 'parent_organisations|po' , q{r.referrer_department_id=rd.id} => 'referrer_department|rd' , q{rd.referrer_id=ref.id} => 'referrers|ref' , q{rsp.request_id=r.id} => 'request_specimen|rsp' , q{rsp.specimen_id=s.id} => 'specimens|s' , q{rsd.request_id=r.id} => 'request_specimen_detail|rsd' , q{rrd.request_id=r.id} => 'request_report_detail|rrd' , q{tr.request_id=r.id} => 'request_lab_test_results|tr' , q{tr.lab_test_id=lt.id} => 'lab_tests|lt' , q{lt.lab_section_id=ls.id} => 'lab_sections|ls' , q{rsv.request_id=r.id} => 'request_status_view|rsv' , # left joins: q{=>rt.request_id=r.id} => 'request_trial|rt' , q{=>ro.request_id=r.id} => 'request_option|ro' , q{=>ro.option_id=ao.id} => 'additional_options|ao' , q{=>pd.patient_id=p.id} => 'patient_demographics|pd' , q{=>rrs.request_id=r.id,rrs.lab_section_id=ls.id} => 'request_result_summaries|rrs' , ); my %where = ( 'rt.request_id' => undef, # not in clinical trial 'DATE(tr.time)' => \%date_restriction, # test result date 'ls.section_name' => { -in => \@lab_sections }, 'lt.test_name' => { -not_rlike => $excluded_test_name_re }, # to restrict to specific request id's: # 'r.id' => { -in => [369247,369248] }, ); my @args = ( -columns => \@cols, -from => [ -join => @rels ], -where => \%where, -group_by => ['r.id', 'lt.id'], -order_by => 'r.id', #-limit => 100, #-offset => 100, ); # p @args; my ($sql, @bind) = $sqla->select(@args); # p $sql; p \@bind; $dbix->dump_query($sql, @bind) if $query_output; # exit; return ($sql, @bind); } sub runtimer { say sprintf "$_[0]: %.2f sec", tv_interval $t0, [gettimeofday] }