From 9214986664794fdb1b63f4fd3ffe161ce2606a90 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 7 May 2021 10:51:58 +0200
Subject: [PATCH 01/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 8526a1e..8f8b457 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ Python 3.5.2 or higher is required.
 ## Installation
 Download TSEBRA:
 ```console
-git clone https://github.com/LarsGab/TSEBRA 
+git clone https://github.com/Gaius-Augustus/TSEBRA
 ```
 Or download TSEBRA as submodule of BRAKER with:
 ```console

From 708968c1b74adfccd2d33bea695a55915ca21c40 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 20 May 2021 09:14:26 +0200
Subject: [PATCH 02/53] Update README.md

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index 8f8b457..ecc70df 100644
--- a/README.md
+++ b/README.md
@@ -19,10 +19,10 @@ git clone --recurse-submodules https://github.com/Gaius-Augustus/BRAKER
 The main script is ```./bin/tsebra.py```. For usage information run ```./bin/tsebra.py --help```.
 
 ## Input Files
-TSEBRA needs a list of gene prediciton files, a list of hintfiles and a configuration file as input.
+TSEBRA takes a list of gene prediciton files, a list of hintfiles and a configuration file as mandatory input.
 
 #### Gene Predictions 
-The gene prediction files needs to be in gtf format. This is the standard output format of a BRAKER or AUGUSTUS<sup name="a3">[3,](#ref3)</sup><sup name="a4">[4](#ref4)</sup> gene prediciton.
+The gene prediction files have to be in gtf format. This is the standard output format of a BRAKER or AUGUSTUS<sup name="a3">[3,](#ref3)</sup><sup name="a4">[4](#ref4)</sup> gene prediciton.
 
 Example:
 ```console
@@ -34,7 +34,7 @@ Example:
 ```
 
 #### Hint Files
-The hint files have to be in gff format, the last column must include an attribute for the source for the hint with 'src=' and can include the number of hints supporting the gene structure segment with 'mult='. This is the standard file format of the ```hintfiles.gff``` in a BRAKER working directory.
+The hints files have to be in gff format, the last column must include an attribute for the source for the hint with 'src=' and can include the number of hints supporting the gene structure segment with 'mult='. This is the standard file format of the ```hintfiles.gff``` in a BRAKER working directory.
 
 Example:
 ```console
@@ -47,7 +47,7 @@ Example:
 
 #### Configuration File
 The configuration file has to include three types of parameter:
-1. The weight for each hint source. A weight is set to 1, if the weight for a source is not determined in the cfg file.
+1. The weight for each hint source. (A weight is set to 1, if the weight for a source is not determined in the cfg file.)
 2. Required fraction of supported introns or supported start/stop-codons for a transcript.
 3. Allowed difference between two overlapping transcripts for each feature type.
 

From db602b4ef9656c70312f89c4983a613dd259130f Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 21 May 2021 15:20:50 +0200
Subject: [PATCH 03/53] Create LICENSE.TXT

---
 bin/LICENSE.TXT | 180 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 180 insertions(+)
 create mode 100644 bin/LICENSE.TXT

diff --git a/bin/LICENSE.TXT b/bin/LICENSE.TXT
new file mode 100644
index 0000000..99ef319
--- /dev/null
+++ b/bin/LICENSE.TXT
@@ -0,0 +1,180 @@
+The Artistic License 2.0
+
+Copyright (c) 2000-2006, The Perl Foundation.
+
+Everyone is permitted to copy and distribute verbatim copies of this license
+document, but changing it is not allowed.
+
+Preamble
+
+This license establishes the terms under which a given free software Package
+may be copied, modified, distributed, and/or redistributed. The intent is that
+the Copyright Holder maintains some artistic control over the development of
+that Package while still keeping the Package available as open source and free
+software.
+
+You are always permitted to make arrangements wholly outside of this license
+directly with the Copyright Holder of a given Package. If the terms of this
+license do not permit the full use that you propose to make of the Package,
+you should contact the Copyright Holder and seek a different licensing
+arrangement.
+
+Definitions
+
+"Copyright Holder" means the individual(s) or organization(s) named in the
+copyright notice for the entire Package.
+
+"Contributor" means any party that has contributed code or other material to
+the Package, in accordance with the Copyright Holder&apos;s procedures.
+
+"You" and "your" means any person who would like to copy, distribute, or
+modify the Package.
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+"Package" means the collection of files distributed by the Copyright Holder,
+and derivatives of that collection and/or of those files. A given Package may
+consist of either the Standard Version, or a Modified Version.
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+"Distribute" means providing a copy of the Package or making it accessible to
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+
+"Distributor Fee" means any fee that you charge for Distributing this Package
+or providing support for this Package to another party. It does not mean
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+"Standard Version" refers to the Package if it has not been modified, or has
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+"Modified Version" means the Package, if it has been changed, and such changes
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+"Original License" means this Artistic License as Distributed with the
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+"Source" form means the source code, documentation source, and configuration
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+"Compiled" form means the compiled bytecode, object code, binary, or any other
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+Source form of the Modified Version available to others under
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+(ii) a license that permits the licensee to freely copy, modify and
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+demand or cease further distribution. If you provide valid instructions or
+cease distribution within thirty days after you become aware that the
+instructions are invalid, then you do not forfeit any of your rights under
+this license.
+
+(6) You may Distribute a Modified Version in Compiled form without the Source,
+provided that you comply with Section 4 with respect to the Source of the
+Modified Version.
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+Aggregating or Linking the Package
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+(7) You may aggregate the Package (either the Standard Version or Modified
+Version) with other packages and Distribute the resulting aggregation provided
+that you do not charge a licensing fee for the Package. Distributor Fees are
+permitted, and licensing fees for other components in the aggregation are
+permitted. The terms of this license apply to the use and Distribution of the
+Standard or Modified Versions as included in the aggregation.
+
+(8) You are permitted to link Modified and Standard Versions with other works,
+to embed the Package in a larger work of your own, or to build stand-alone
+binary or bytecode versions of applications that include the Package, and
+Distribute the result without restriction, provided the result does not expose
+a direct interface to the Package.
+
+Items That are Not Considered Part of a Modified Version
+
+(9) Works (including, but not limited to, modules and scripts) that merely
+extend or make use of the Package, do not, by themselves, cause the Package to
+be a Modified Version. In addition, such works are not considered parts of the
+Package itself, and are not subject to the terms of this license.
+
+General Provisions
+
+(10) Any use, modification, and distribution of the Standard or Modified
+Versions is governed by this Artistic License. By using, modifying or
+distributing the Package, you accept this license. Do not use, modify, or
+distribute the Package, if you do not accept this license.
+
+(11) If your Modified Version has been derived from a Modified Version made by
+someone other than you, you are nevertheless required to ensure that your
+Modified Version complies with the requirements of this license.
+
+(12) This license does not grant you the right to use any trademark, service
+mark, tradename, or logo of the Copyright Holder.
+
+(13) This license includes the non-exclusive, worldwide, free-of-charge patent
+license to make, have made, use, offer to sell, sell, import and otherwise
+transfer the Package with respect to any patent claims licensable by the
+Copyright Holder that are necessarily infringed by the Package. If you
+institute patent litigation (including a cross-claim or counterclaim) against
+any party alleging that the Package constitutes direct or contributory patent
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+
+(14) Disclaimer of Warranty:
+
+THE PACKAGE IS PROVIDED BY THE COPYRIGHT HOLDER AND CONTRIBUTORS "AS IS&apos;
+AND WITHOUT ANY EXPRESS OR IMPLIED WARRANTIES. THE IMPLIED WARRANTIES OF
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From 6a8b7f7f7a65270edd39a5874890b3d494170749 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 21 May 2021 15:22:24 +0200
Subject: [PATCH 04/53] Rename LICENSE.TXT to LICENSE.txt

---
 bin/{LICENSE.TXT => LICENSE.txt} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename bin/{LICENSE.TXT => LICENSE.txt} (100%)

diff --git a/bin/LICENSE.TXT b/bin/LICENSE.txt
similarity index 100%
rename from bin/LICENSE.TXT
rename to bin/LICENSE.txt

From 4af4633f472d93e307702d4209a618a674642073 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 21 May 2021 15:22:34 +0200
Subject: [PATCH 05/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ecc70df..c46adbe 100644
--- a/README.md
+++ b/README.md
@@ -105,7 +105,7 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly. 
 
 ## Licence
-All source code, i.e. `bin/*.py` are under the Artistic License (see <https://opensource.org/licenses/Artistic-2.0>).
+All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt)(see <https://opensource.org/licenses/Artistic-2.0>).
 
 ## References
 <b id="ref1">[1]</b> Hoff, Katharina J, Simone Lange, Alexandre Lomsadze, Mark Borodovsky, and Mario Stanke. 2015. “BRAKER1: Unsupervised Rna-Seq-Based Genome Annotation with Genemark-et and Augustus.” *Bioinformatics* 32 (5). Oxford University Press: 767--69.[↑](#a1)

From ef59c5502b6f58a8bb4b45abf57ac53125c5ca96 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 21 May 2021 15:22:56 +0200
Subject: [PATCH 06/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index c46adbe..3162ba4 100644
--- a/README.md
+++ b/README.md
@@ -105,7 +105,7 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly. 
 
 ## Licence
-All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt)(see <https://opensource.org/licenses/Artistic-2.0>).
+All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).
 
 ## References
 <b id="ref1">[1]</b> Hoff, Katharina J, Simone Lange, Alexandre Lomsadze, Mark Borodovsky, and Mario Stanke. 2015. “BRAKER1: Unsupervised Rna-Seq-Based Genome Annotation with Genemark-et and Augustus.” *Bioinformatics* 32 (5). Oxford University Press: 767--69.[↑](#a1)

From 14a8fadb6d516dd46a1ddecbdfd6ddb74fd029da Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 4 Jun 2021 12:12:47 +0200
Subject: [PATCH 07/53] Update README.md

---
 README.md | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/README.md b/README.md
index 3162ba4..b231d75 100644
--- a/README.md
+++ b/README.md
@@ -10,10 +10,6 @@ Download TSEBRA:
 ```console
 git clone https://github.com/Gaius-Augustus/TSEBRA
 ```
-Or download TSEBRA as submodule of BRAKER with:
-```console
-git clone --recurse-submodules https://github.com/Gaius-Augustus/BRAKER
-```
 
 ## Usage
 The main script is ```./bin/tsebra.py```. For usage information run ```./bin/tsebra.py --help```.

From 46080da3c64dd2282d06d95555f9f2485103d81a Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Tue, 8 Jun 2021 19:45:21 +0200
Subject: [PATCH 08/53] Update README.md

---
 README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b231d75..a5b727b 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # TSEBRA: Transcript Selector for BRAKER
 ### Introduction
-TSEBRA is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
+[TSEBRA](https://www.biorxiv.org/content/10.1101/2021.06.01.446499v1) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
 
 ## Prerequisites
 Python 3.5.2 or higher is required.
@@ -103,6 +103,10 @@ A small example is located at ```example/```. Run ```./example/run_prevco_exampl
 ## Licence
 All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).
 
+## Citing TSEBRA
+Preprint:
+L. Gabriel, K. J. Hoff, T. Bruna, M. Borodovsky, M.Stanke. 2021. TSEBRA: "Transcript Selector for BRAKER." *bioRxiv* https://doi.org/10.1101/2021.06.07.447316
+
 ## References
 <b id="ref1">[1]</b> Hoff, Katharina J, Simone Lange, Alexandre Lomsadze, Mark Borodovsky, and Mario Stanke. 2015. “BRAKER1: Unsupervised Rna-Seq-Based Genome Annotation with Genemark-et and Augustus.” *Bioinformatics* 32 (5). Oxford University Press: 767--69.[↑](#a1)
 

From 984d96d2adad42f00f897ac7f5ee3a1601cdcc08 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Wed, 9 Jun 2021 15:13:58 +0200
Subject: [PATCH 09/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a5b727b..baef03f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # TSEBRA: Transcript Selector for BRAKER
 ### Introduction
-[TSEBRA](https://www.biorxiv.org/content/10.1101/2021.06.01.446499v1) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
+[TSEBRA](https://doi.org/10.1101/2021.06.07.447316) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
 
 ## Prerequisites
 Python 3.5.2 or higher is required.

From 4a47baf95845d9aaceed935cc6b611f600ff2139 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 28 Jun 2021 09:28:58 +0200
Subject: [PATCH 10/53] add 2nd config file

---
 config/pref_braker1.cfg | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)
 create mode 100644 config/pref_braker1.cfg

diff --git a/config/pref_braker1.cfg b/config/pref_braker1.cfg
new file mode 100644
index 0000000..9d58269
--- /dev/null
+++ b/config/pref_braker1.cfg
@@ -0,0 +1,17 @@
+# Weight for each hint source
+# Values have to be >= 0
+P 0.1
+E 10000
+C 5
+M 1
+# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0.25
+stasto_support 2
+# Allowed difference for each feature 
+# Values have to be in [0,1]
+e_1 0.25
+e_2 1
+# Values have to be >0
+e_3 25
+e_4 10

From 6c8866a40012f93e4b5258d42478457a5da5372a Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 5 Jul 2021 09:18:42 +0200
Subject: [PATCH 11/53] Changed lineterminator of output from "\r\n" to "\n"

---
 bin/tsebra.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/tsebra.py b/bin/tsebra.py
index 5481fbe..9499c44 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -100,7 +100,7 @@ def main():
     for a in anno:
         combined_gtf += a.get_subset_gtf(combined_prediction[a.id])
     with open(out, 'w+') as file:
-        out_writer = csv.writer(file, delimiter='\t', quotechar = "'")
+        out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
         for line in combined_gtf:
             out_writer.writerow(line)
 

From f126c49bb85f7df31ceb4268a08a4e780924cfc6 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Tue, 6 Jul 2021 12:07:00 +0200
Subject: [PATCH 12/53] added "gene" line to output

---
 bin/genome_anno.py   | 102 +++++++++++++++++++++++++++++++++----------
 bin/overlap_graph.py |   4 +-
 bin/tsebra.py        |  13 +++---
 3 files changed, 88 insertions(+), 31 deletions(-)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index d51dc91..1c30a30 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -36,6 +36,7 @@ def __init__(self, id, gene_id, chr, source_anno, strand):
         self.end = -1
         self.cds_coords = {}
         self.strand = strand
+        self.source_method = ''
 
     def add_line(self, line):
         """
@@ -52,6 +53,8 @@ def add_line(self, line):
         if line[2] not in self.transcript_lines.keys():
             self.transcript_lines.update({line[2] : []})
 
+        self.source_method = line[1]
+
         line[3] = int(line[3])
         line[4] = int(line[4])
         if self.start < 0 or line[3] < self.start:
@@ -61,6 +64,9 @@ def add_line(self, line):
 
         self.transcript_lines[line[2]].append(line)
 
+    def set_gene_id(self, new_gene_id):
+        self.gene_id = new_gene_id
+
     def get_cds_coords(self):
         """
             Get the coordinates and reading frame of the coding regions
@@ -78,6 +84,8 @@ def get_cds_coords(self):
                 key = 'exon'
             for line in self.transcript_lines[key]:
                 self.cds_coords[line[7]].append([line[3], line[4]])
+            for k in self.cds_coords.keys():
+                self.cds_coords[k].sort(key=lambda c: (c[0],c[1]))
         return self.cds_coords
 
     def add_missing_lines(self):
@@ -179,7 +187,7 @@ def find_start_stop_codon(self):
         if not 'stop_codon' in self.transcript_lines.keys():
             self.add_line(stop)
 
-    def get_gtf(self, prefix='', new_gene_id=None):
+    def get_gtf(self, prefix=''):
         """
             Creates gtf output for the transcript.
 
@@ -187,22 +195,22 @@ def get_gtf(self, prefix='', new_gene_id=None):
                 (list(list(str))): List of lines in gtf format as lists
         """
         gtf = []
-        if new_gene_id:
-            g_id = new_gene_id
-        else:
-            g_id = self.gene_id
-
         if prefix:
             prefix += '.'
+        tx_line = []
         for k in self.transcript_lines.keys():
             for g in self.transcript_lines[k]:
                 if k == 'transcript':
-                    g[8] = prefix + self.id
+                    tx_line  = g
+                    tx_line[8] = prefix + self.id
+                    continue
                 else:
                     g[8] = 'transcript_id \"{}\"; gene_id \"{}";'.format(\
-                        prefix + self.id, g_id)
+                        prefix + self.id, self.gene_id)
                 gtf.append(g)
-        gtf = sorted(gtf, key=lambda g:g[3])
+        gtf = sorted(gtf, key=lambda g: (g[3],g[4]))
+        if tx_line:
+            gtf = [tx_line] + gtf
         return gtf
 
 class Anno:
@@ -239,7 +247,7 @@ def addGtf(self):
                     if not gene_id in self.gene_gtf.keys():
                         self.gene_gtf.update({gene_id : line})
                     else:
-                        sys.stderr.write('ERROR, gene_id not unique: {}'.format(gene_id))
+                        sys.stderr.write('ERROR, gene_id not unique: {}\n'.format(gene_id))
                 elif line[2] == 'transcript':
                     transcript_id = line[8]
                     gene_id = transcript_id.split('.')[0]
@@ -312,33 +320,70 @@ def transcript_update(self, t_id, g_id, chr, strand):
         if not t_id in self.transcripts.keys():
             self.transcripts.update({ t_id : Transcript(t_id, g_id, chr, self.id, strand)})
 
+    def find_genes(self):
+        """
+            Find all genes in the annotation and find the transcripts that
+            belong to each gene. Also, cretae a dict with the gtf lines for each gene.
+        """
+        self.gene_gtf = {}
+        self.genes = {}
+        for tx in self.transcripts.values():
+            if tx.gene_id in self.genes.keys():
+                if not (tx.chr == self.gene_gtf[tx.gene_id][0] and \
+                    tx.strand == self.gene_gtf[tx.gene_id][6]):
+                    sys.stderr.write('ERROR, gene_id not unique: {}.'.format(tx.gene_id))
+                    tx.gene_id = tx.gene_id + '.' + tx.chr + '.' + tx.strand
+                    sys.stderr.write(' Adding new gene: {}'.format(tx.gene_id))
+                else:
+                    self.genes[tx.gene_id].append(tx.id)
+                    self.gene_gtf[tx.gene_id][3] = min(self.gene_gtf[tx.gene_id][3], \
+                        tx.start)
+                    self.gene_gtf[tx.gene_id][4] = max(self.gene_gtf[tx.gene_id][4], \
+                        tx.end)
+                    continue
+            self.genes.update({tx.gene_id : [tx.id]})
+            self.gene_gtf.update({tx.gene_id : [tx.chr, tx.source_method, 'gene', \
+                tx.start, tx.end, '.', tx.strand, '.', tx.gene_id]})
+
     def get_gtf(self):
         """
-            Get annotaion file as gtf list
+            Get annotaion file as gtf list.
             Returns:
                 list(list(str)): Gtf file as list of lists
         """
         gtf = []
-        for k in self.genes.keys():
-            if k in self.gene_gtf.keys():
-                gtf.append(self.gene_gtf[k])
-                #gtf += '\t'.join(map(str, self.gene_gtf[k])) + '\n'
-            for t_id in self.genes[k]:
-                gtf += self.transcripts[t_id].get_gtf()
+        gene_gtf = sorted(self.gene_gtf.values(), key=lambda g: (g[0],g[3],g[4]))
+        for gene in gene_gtf:
+            gtf.append(gene)
+            for tx_id in self.genes[gene[8]]:
+                gtf += self.transcripts[tx_id].get_gtf()
         return gtf
 
-    def get_subset_gtf(self, tx_list):
+    def add_transcripts(self, txs, id_prefix=''):
         """
-            Get annotaion file for a subset of transcripts
+            Adds a dict of transcripts to the transcripts of the annotation.
+            Args:
+                dict(Transcript()): dictionary of Transcripts added to the annotation
+        """
+        if not id_prefix:
+            self.transcripts.update({txs})
+        else:
+            for tx in txs.values():
+                tx.id = id_prefix + tx.id
+                self.transcripts.update({tx.id : tx})
+
+    def get_subset(self, tx_list):
+        """
+            Get annotaion file for a subset of transcripts.
             Args:
                 tx_list (list(str)): List of transcript IDs
             Returns:
                 list(list(str)): Gtf file as list of lists
         """
-        gtf = []
+        tx_subset = {}
         for tx in tx_list:
-            gtf += self.transcripts[tx[0]].get_gtf(self.id, tx[1])
-        return gtf
+            tx_subset.update({tx : self.transcripts[tx]})
+        return tx_subset
 
     def change_id(self, new_id):
         """
@@ -346,7 +391,7 @@ def change_id(self, new_id):
         """
         self.id = new_id
         for k in self.transcripts.keys():
-            self.transcripts.source_anno = self.id
+            self.transcripts[k].source_anno = self.id
 
     def get_transcript_list(self):
         """
@@ -354,3 +399,14 @@ def get_transcript_list(self):
                 (List(Transcript)): List of all transcripts.
         """
         return list(self.transcripts.values())
+
+    def write_anno(self, out_path):
+        """
+            Write Annotation in gtf format to out_path.
+            Args:
+                (str) : path to the output file
+        """
+        with open(out_path, 'w+') as file:
+            out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
+            for line in self.get_gtf():
+                out_writer.writerow(line)
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 2ad01d7..ed6d2ed 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -17,7 +17,7 @@ def __init__(self, n1_id, n2_id):
         """
             Args:
                 n1_id (str): Node ID from overlap graph
-                n2_id (str): Node ID from overlap graph 
+                n2_id (str): Node ID from overlap graph
         """
         self.node1 = n1_id
         self.node2 = n2_id
@@ -124,7 +124,7 @@ def build(self):
         # for every tx one element for start and one for end
         # this dict is used to check for overlapping transcripts
         tx_start_end = {}
-        # used to check for duplicate txs, list of ['start_end_strand']
+        # check for duplicate txs, list of ['start_end_strand']
         unique_tx_keys = {}
 
         for k in self.anno.keys():
diff --git a/bin/tsebra.py b/bin/tsebra.py
index 9499c44..2533257 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -96,13 +96,14 @@ def main():
     # write result to output file
     if not quiet:
         sys.stderr.write('### WRITE COMBINED GENE PREDICTION\n')
-    combined_gtf = []
+    combined_anno = Anno('', 'combined_annotation')
     for a in anno:
-        combined_gtf += a.get_subset_gtf(combined_prediction[a.id])
-    with open(out, 'w+') as file:
-        out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
-        for line in combined_gtf:
-            out_writer.writerow(line)
+        txs = a.get_subset([t[0] for t in combined_prediction[a.id]])
+        for id, new_gene_id in combined_prediction[a.id]:
+            txs[id].set_gene_id(new_gene_id)
+        combined_anno.add_transcripts(txs, a.id + '.')
+    combined_anno.find_genes()
+    combined_anno.write_anno(out)
 
     if not quiet:
         sys.stderr.write('### FINISHED\n\n')

From bbc810ce6fb0ba3abb00aca6dc9111d78fe435ea Mon Sep 17 00:00:00 2001
From: Lars Gabriel <>
Date: Fri, 16 Jul 2021 11:24:38 +0200
Subject: [PATCH 13/53] Added script rename_gtf.py to rename TSEBRA outputs.

---
 bin/genome_anno.py | 42 +++++++++++++++++++++++++++++++---
 bin/rename_gtf.py  | 57 ++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 96 insertions(+), 3 deletions(-)
 create mode 100755 bin/rename_gtf.py

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 1c30a30..2f38a2d 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -61,7 +61,8 @@ def add_line(self, line):
             self.start = line[3]
         if self.end < 0 or line[4] > self.end:
             self.end = line[4]
-
+        if self.gene_id == '' and not line[2] == 'transcript':
+            self.gene_id = line[8].split('gene_id "')[1].split('";')[0]
         self.transcript_lines[line[2]].append(line)
 
     def set_gene_id(self, new_gene_id):
@@ -228,6 +229,7 @@ def __init__(self, path, id):
         self.gene_gtf = {}
         self.transcripts = {}
         self.path = path
+        self.translation_tab = []
 
     def addGtf(self):
         """
@@ -250,7 +252,7 @@ def addGtf(self):
                         sys.stderr.write('ERROR, gene_id not unique: {}\n'.format(gene_id))
                 elif line[2] == 'transcript':
                     transcript_id = line[8]
-                    gene_id = transcript_id.split('.')[0]
+                    gene_id = ''
                     self.transcript_update(transcript_id, gene_id, line[0], line[6])
                     self.transcripts[transcript_id].add_line(line)
                 else:
@@ -333,7 +335,7 @@ def find_genes(self):
                     tx.strand == self.gene_gtf[tx.gene_id][6]):
                     sys.stderr.write('ERROR, gene_id not unique: {}.'.format(tx.gene_id))
                     tx.gene_id = tx.gene_id + '.' + tx.chr + '.' + tx.strand
-                    sys.stderr.write(' Adding new gene: {}'.format(tx.gene_id))
+                    sys.stderr.write(' Adding new gene: {}\n'.format(tx.gene_id))
                 else:
                     self.genes[tx.gene_id].append(tx.id)
                     self.gene_gtf[tx.gene_id][3] = min(self.gene_gtf[tx.gene_id][3], \
@@ -400,6 +402,40 @@ def get_transcript_list(self):
         """
         return list(self.transcripts.values())
 
+    def rename_tx_ids(self, prefix=''):
+        """
+            Renames all tx and genes and returns translation table for old tx id to new tx id.
+            Args:
+                prefix (string): String added before each tx and gene ID.
+            Returns:
+                translation_tab (list(str, str)): Translation table for old tx id to new tx id.
+        """
+        self.translation_tab = []
+        gene_numb = 1
+        old_gene_gtf = sorted(self.gene_gtf.values(), key=lambda g: (g[0],g[3],g[4]))
+        self.gene_gtf = {}
+        old_genes = self.genes
+        self.genes = {}
+        old_txs = self.transcripts
+        self.transcripts = {}
+        for gene in old_gene_gtf:
+            tx_numb = 1
+            old_gene_id = gene[8]
+            new_gene_id = "{}_g{}".format(prefix, gene_numb)
+            gene[8] = new_gene_id
+            self.genes.update({new_gene_id : []})
+            self.gene_gtf.update({new_gene_id : gene})
+            for old_tx_id in old_genes[old_gene_id]:
+                new_tx_id = "{}_g{}.t{}".format(prefix, gene_numb, tx_numb)
+                self.transcripts.update({new_tx_id : old_txs[old_tx_id]})
+                self.transcripts[new_tx_id].id = new_tx_id
+                self.transcripts[new_tx_id].gene_id = new_gene_id
+                self.genes[new_gene_id].append(new_tx_id)
+                tx_numb +=1
+                self.translation_tab.append([new_tx_id, old_tx_id])
+            gene_numb += 1
+        return self.translation_tab
+
     def write_anno(self, out_path):
         """
             Write Annotation in gtf format to out_path.
diff --git a/bin/rename_gtf.py b/bin/rename_gtf.py
new file mode 100755
index 0000000..6837d16
--- /dev/null
+++ b/bin/rename_gtf.py
@@ -0,0 +1,57 @@
+#!/usr/bin/env python3
+# ==============================================================
+# author: Lars Gabriel
+#
+# TSEBRA: Transcript Selector for BRAKER
+# ==============================================================
+import argparse
+import os
+import csv
+class FileNotFound(Exception):
+    pass
+
+def main():
+    args = parseCmd()
+    from genome_anno import Anno
+
+    args = parseCmd()
+
+    if not os.path.exists(args.gtf):
+        raise FileNotFound('File not found: {}'.format(args.gtf))
+    prefix = ''
+    if args.prefix:
+        prefix = args.prefix
+
+
+    anno = Anno(args.gtf, id='')
+    anno.addGtf()
+    anno.norm_tx_format()
+    anno.find_genes()
+    tx_tab = anno.rename_tx_ids(prefix)
+    anno.write_anno(args.out)
+    print(tx_tab)
+    if args.translation_tab:
+        with open(args.translation_tab, 'w+') as file:
+            out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
+            for line in tx_tab:
+                out_writer.writerow(line)
+
+def parseCmd():
+    """Parse command line arguments
+
+    Returns:
+        dictionary: Dictionary with arguments
+    """
+    parser = argparse.ArgumentParser(description='Renames the transcripts and genes of a GTF file.')
+    parser.add_argument('--gtf', type=str, required=True,
+        help='Path to a gene prediciton file in GTF format, for example the output of TSEBRA.')
+    parser.add_argument('--prefix', type=str,
+        help='The string is added as a prefix to all transcript and gene IDs.')
+    parser.add_argument('--translation_tab', type=str,
+        help='Writes the translation table for old transcript IDs to new transcript IDs to the given file path.')
+    parser.add_argument('--out', type=str, required=True,
+        help='Path to the output file.')
+    return parser.parse_args()
+
+if __name__ == '__main__':
+    main()

From 1f167add3f95d6c41a78ff42345ee268ccd2199a Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 16 Jul 2021 14:54:04 +0200
Subject: [PATCH 14/53] Update README.md

---
 README.md | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/README.md b/README.md
index baef03f..1fd1a9a 100644
--- a/README.md
+++ b/README.md
@@ -100,6 +100,19 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 ## Example
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly. 
 
+## Renaming the transcripts from the TSEBRA output
+The IDs of the transcripts and genes in the TSEBRA output can be renamed such that the gene and transcript ID match. 
+Genes and transcript are numbered consecutively and for example, the second transcript of gene "g12" has the ID "g12.t2".
+If a prefix is set then it will be added before all IDs, for example, the transcript ID is "dmel_g12.t2" if the prefix is set to "dmel".
+Additionally, a translation can be produced that provides the mapping from old to new transcript IDs.
+
+Example for renaming ```tsebra_result.gtf```:
+```console
+./bin/rename_gtf.py --gtf tsebra_result.gtf --prefix dmel --translation_tab translation.tab --out tsebra_result_renamed.gtf
+```
+The arguments ```--prefix``` and ```translation_tab``` are optional.
+
+
 ## Licence
 All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).
 

From 304a1583b418e91e31d3c5dd609780bebe6b84f2 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <>
Date: Mon, 19 Jul 2021 16:28:36 +0200
Subject: [PATCH 15/53] fixed prefix of rename_gtf

---
 bin/genome_anno.py | 6 ++++--
 bin/rename_gtf.py  | 1 -
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 2f38a2d..ccb6a35 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -418,15 +418,17 @@ def rename_tx_ids(self, prefix=''):
         self.genes = {}
         old_txs = self.transcripts
         self.transcripts = {}
+        if prefix:
+            prefix += '_'
         for gene in old_gene_gtf:
             tx_numb = 1
             old_gene_id = gene[8]
-            new_gene_id = "{}_g{}".format(prefix, gene_numb)
+            new_gene_id = "{}g{}".format(prefix, gene_numb)
             gene[8] = new_gene_id
             self.genes.update({new_gene_id : []})
             self.gene_gtf.update({new_gene_id : gene})
             for old_tx_id in old_genes[old_gene_id]:
-                new_tx_id = "{}_g{}.t{}".format(prefix, gene_numb, tx_numb)
+                new_tx_id = "{}g{}.t{}".format(prefix, gene_numb, tx_numb)
                 self.transcripts.update({new_tx_id : old_txs[old_tx_id]})
                 self.transcripts[new_tx_id].id = new_tx_id
                 self.transcripts[new_tx_id].gene_id = new_gene_id
diff --git a/bin/rename_gtf.py b/bin/rename_gtf.py
index 6837d16..e3a44be 100755
--- a/bin/rename_gtf.py
+++ b/bin/rename_gtf.py
@@ -29,7 +29,6 @@ def main():
     anno.find_genes()
     tx_tab = anno.rename_tx_ids(prefix)
     anno.write_anno(args.out)
-    print(tx_tab)
     if args.translation_tab:
         with open(args.translation_tab, 'w+') as file:
             out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')

From 61b988ac5f9bc2c8d57004b8503004bd404a0924 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Thu, 5 Aug 2021 11:53:44 +0200
Subject: [PATCH 16/53] fixed adding start/stop codons in genome_anno

---
 bin/genome_anno.py | 66 ++++++++++++++++++++++++++++++----------------
 bin/rename_gtf.py  |  2 +-
 bin/tsebra.py      |  2 +-
 3 files changed, 46 insertions(+), 24 deletions(-)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index ccb6a35..efbaf9c 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -163,30 +163,52 @@ def find_start_stop_codon(self):
         """
             Add start/stop codon lines.
         """
-        if not 'transcript' in self.transcript_lines.keys():
-            self.find_transcript()
-        tx = self.transcript_lines['transcript'][0]
-
-        line1 = [self.chr, tx[1], '', tx[3], tx[3] + 2, \
-        '.', tx[6], '.', "gene_id \"{}\"; transcript_id \"{}\";".format(\
-        self.gene_id, self.id)]
-        line2 = [self.chr, tx[1], '', tx[4] - 2, tx[4], \
-        '.', tx[6], '.', "gene_id \"{}\"; transcript_id \"{}\";".format(\
-        self.gene_id, self.id)]
-        if tx[6] == '+':
-            line1[2] = 'start_codon'
-            line2[2] = 'stop_codon'
-            start = line1
-            stop = line2
-        else:
-            line1[2] = 'stop_codon'
-            line2[2] = 'start_codon'
-            stop = line1
-            start = line2
+
         if not 'start_codon' in self.transcript_lines.keys():
-            self.add_line(start)
+            self.transcript_lines.update({'start_codon' : []})
         if not 'stop_codon' in self.transcript_lines.keys():
-            self.add_line(stop)
+            self.transcript_lines.update({'stop_codon' : []})
+
+
+        key = ''
+        if 'CDS' in self.transcript_lines.keys():
+            key = 'CDS'
+        elif 'exon' in self.transcript_lines.keys():
+            key = 'exon'
+        if key:
+            self.transcript_lines[key].sort(key = lambda x : x[3])
+            tx = self.transcript_lines[key][0]
+            line1 = [self.chr, tx[1], '', tx[3], tx[3] + 2, \
+            '.', self.strand, '0', "gene_id \"{}\"; transcript_id \"{}\";".format(\
+            self.gene_id, self.id)]
+            tx = self.transcript_lines[key][-1]
+            line2 = [self.chr, tx[1], '', tx[4] - 2, tx[4], \
+            '.', self.strand, '0', "gene_id \"{}\"; transcript_id \"{}\";".format(\
+            self.gene_id, self.id)]
+
+            fragmented_transcript = True
+            if tx[6] == '+':
+                line1[2] = 'start_codon'
+                line2[2] = 'stop_codon'
+                if self.transcript_lines[key][0][7] == 0:
+                    fragmented_transcript = False
+                start = line1
+                stop = line2
+            else:
+                line1[2] = 'stop_codon'
+                line2[2] = 'start_codon'
+                if self.transcript_lines[key][-1][7] == 0:
+                    fragmented_transcript = False
+                stop = line1
+                start = line2
+            if not 'start_codon' in self.transcript_lines.keys() and not fragmented_transcript:
+                if not fragmented_transcript:
+                    self.add_line(start)
+                else:
+                    self.transcript_lines.update({'start_codon' : []})
+            if not 'stop_codon' in self.transcript_lines.keys():
+                self.add_line(stop)
+
 
     def get_gtf(self, prefix=''):
         """
diff --git a/bin/rename_gtf.py b/bin/rename_gtf.py
index e3a44be..4160523 100755
--- a/bin/rename_gtf.py
+++ b/bin/rename_gtf.py
@@ -2,7 +2,7 @@
 # ==============================================================
 # author: Lars Gabriel
 #
-# TSEBRA: Transcript Selector for BRAKER
+# Rename the transcripts and genes of a GTF file.
 # ==============================================================
 import argparse
 import os
diff --git a/bin/tsebra.py b/bin/tsebra.py
index 2533257..e41458b 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -112,7 +112,7 @@ def main():
 
 def set_parameter(cfg_file):
     """
-        read parameters from the cfg file and store them in the dict parameter.
+        read parameters from the cfg file and store them in parameter.
 
         Args:
             cfg_file (str): Path to configuration file.

From 879d5c527245d87f9291db9cbbb7b57060a4eb07 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 23 Aug 2021 15:26:03 +0200
Subject: [PATCH 17/53] added config file

---
 bin/__pycache__/evidence.cpython-38.pyc      | Bin 0 -> 4392 bytes
 bin/__pycache__/features.cpython-38.pyc      | Bin 0 -> 3556 bytes
 bin/__pycache__/genome_anno.cpython-38.pyc   | Bin 0 -> 12693 bytes
 bin/__pycache__/overlap_graph.cpython-38.pyc | Bin 0 -> 10519 bytes
 config/keep_ab_initio.cfg                    |  17 +
 config/keep_ab_initio.cfg~                   |  17 +
 example/renamed.gtf                          | 784 ++++++++++++++++
 example/tsebra_workdir/braker1+2.gtf         | 784 ++++++++++++++++
 example/tsebra_workdir/braker1.gtf           | 940 +++++++++++++++++++
 example/tsebra_workdir/braker2.gtf           | 760 +++++++++++++++
 10 files changed, 3302 insertions(+)
 create mode 100644 bin/__pycache__/evidence.cpython-38.pyc
 create mode 100644 bin/__pycache__/features.cpython-38.pyc
 create mode 100644 bin/__pycache__/genome_anno.cpython-38.pyc
 create mode 100644 bin/__pycache__/overlap_graph.cpython-38.pyc
 create mode 100644 config/keep_ab_initio.cfg
 create mode 100644 config/keep_ab_initio.cfg~
 create mode 100644 example/renamed.gtf
 create mode 100644 example/tsebra_workdir/braker1+2.gtf
 create mode 100644 example/tsebra_workdir/braker1.gtf
 create mode 100644 example/tsebra_workdir/braker2.gtf

diff --git a/bin/__pycache__/evidence.cpython-38.pyc b/bin/__pycache__/evidence.cpython-38.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..90a06efd90842feb1f9dc6f71e9451a179cec35f
GIT binary patch
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diff --git a/bin/__pycache__/overlap_graph.cpython-38.pyc b/bin/__pycache__/overlap_graph.cpython-38.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..bbbb3d60d3d13891b919ae9c6aad682da66d7874
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/config/keep_ab_initio.cfg b/config/keep_ab_initio.cfg
new file mode 100644
index 0000000..90e44e9
--- /dev/null
+++ b/config/keep_ab_initio.cfg
@@ -0,0 +1,17 @@
+# Weight for each hint source
+# Values have to be >= 0
+P 0.1
+E 10
+C 5
+M 1
+# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0
+stasto_support 1
+# Allowed difference for each feature 
+# Values have to be in [0,1]
+e_1 0.1
+e_2 0.5
+# Values have to be >0
+e_3 25
+e_4 10
diff --git a/config/keep_ab_initio.cfg~ b/config/keep_ab_initio.cfg~
new file mode 100644
index 0000000..e851ec6
--- /dev/null
+++ b/config/keep_ab_initio.cfg~
@@ -0,0 +1,17 @@
+# Weight for each hint source
+# Values have to be >= 0
+P 0.1
+E 10
+C 5
+M 1
+# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0.75
+stasto_support 1
+# Allowed difference for each feature 
+# Values have to be in [0,1]
+e_1 0
+e_2 0.5
+# Values have to be >0
+e_3 25
+e_4 10
diff --git a/example/renamed.gtf b/example/renamed.gtf
new file mode 100644
index 0000000..2af5934
--- /dev/null
+++ b/example/renamed.gtf
@@ -0,0 +1,784 @@
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+2L	AUGUSTUS	intron	199576	199636	1	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	CDS	199637	199743	1	+	2	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	exon	199637	199743	.	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	intron	199744	200119	1	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	CDS	200120	200315	1	+	0	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	exon	200120	200315	.	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	intron	200316	200375	1	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	CDS	200376	200675	1	+	2	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	exon	200376	200675	.	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	intron	200676	200741	1	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	CDS	200742	201061	1	+	2	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	exon	200742	201061	.	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	intron	201062	201126	1	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	CDS	201127	201414	1	+	0	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	exon	201127	201414	.	+	.	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+2L	AUGUSTUS	stop_codon	201412	201414	.	+	0	transcript_id "dmel_g23.t3"; gene_id "dmel_g23";
+22L	AUGUSTUS	gene	203870	204717	.	+	.	g_21
+2L	AUGUSTUS	transcript	203870	204717	.	+	.	transcript_id "dmel_g23.t4";
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+2L	AUGUSTUS	exon	203870	203891	.	+	.	transcript_id "dmel_g24.t1"; gene_id "dmel_g24";
+2L	AUGUSTUS	intron	203892	203992	1	+	.	transcript_id "dmel_g24.t1"; gene_id "dmel_g24";
+2L	AUGUSTUS	CDS	203993	204717	1	+	2	transcript_id "dmel_g24.t1"; gene_id "dmel_g24";
+2L	AUGUSTUS	exon	203993	204717	.	+	.	transcript_id "dmel_g24.t1"; gene_id "dmel_g24";
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+2L	AUGUSTUS	CDS	205044	205212	1	-	1	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	exon	205044	205212	.	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	intron	205213	205271	1	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	CDS	205272	205476	1	-	2	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	exon	205272	205476	.	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	intron	205477	205536	1	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	CDS	205537	205943	1	-	1	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	exon	205537	205943	.	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
+2L	AUGUSTUS	intron	205944	206000	1	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
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+2L	AUGUSTUS	exon	206001	206044	.	-	.	transcript_id "dmel_g25.t1"; gene_id "dmel_g25";
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+22L	AUGUSTUS	gene	207512	209858	.	+	.	g_23
+2L	AUGUSTUS	transcript	207512	209858	.	+	.	transcript_id "dmel_g25.t2";
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+2L	AUGUSTUS	exon	207512	207631	.	+	.	transcript_id "dmel_g26.t1"; gene_id "dmel_g26";
+2L	AUGUSTUS	intron	207632	207710	1	+	.	transcript_id "dmel_g26.t1"; gene_id "dmel_g26";
+2L	AUGUSTUS	CDS	207711	208608	1	+	0	transcript_id "dmel_g26.t1"; gene_id "dmel_g26";
+2L	AUGUSTUS	exon	207711	208608	.	+	.	transcript_id "dmel_g26.t1"; gene_id "dmel_g26";
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+2L	AUGUSTUS	exon	208729	209858	.	+	.	transcript_id "dmel_g26.t1"; gene_id "dmel_g26";
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+2L	AUGUSTUS	exon	215773	216007	.	-	.	transcript_id "dmel_g27.t1"; gene_id "dmel_g27";
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+2L	AUGUSTUS	exon	216345	216573	.	-	.	transcript_id "dmel_g27.t1"; gene_id "dmel_g27";
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+2L	AUGUSTUS	exon	216632	218885	.	-	.	transcript_id "dmel_g27.t1"; gene_id "dmel_g27";
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+2L	AUGUSTUS	exon	232575	233154	.	+	.	transcript_id "dmel_g28.t1"; gene_id "dmel_g28";
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+2L	AUGUSTUS	exon	233217	233965	.	+	.	transcript_id "dmel_g28.t1"; gene_id "dmel_g28";
+2L	AUGUSTUS	stop_codon	233963	233965	.	+	0	transcript_id "dmel_g28.t1"; gene_id "dmel_g28";
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+2L	AUGUSTUS	exon	233993	234174	.	-	.	transcript_id "dmel_g29.t1"; gene_id "dmel_g29";
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+2L	AUGUSTUS	exon	234237	242143	.	-	.	transcript_id "dmel_g29.t1"; gene_id "dmel_g29";
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+2L	AUGUSTUS	exon	242244	242266	.	-	.	transcript_id "dmel_g29.t1"; gene_id "dmel_g29";
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+2L	AUGUSTUS	transcript	233993	242287	.	-	.	transcript_id "dmel_g29.t2";
+2L	AUGUSTUS	stop_codon	233993	233995	.	-	0	transcript_id "dmel_g29.t2"; gene_id "dmel_g29";
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+2L	AUGUSTUS	exon	233993	234174	.	-	.	transcript_id "dmel_g29.t2"; gene_id "dmel_g29";
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+2L	AUGUSTUS	CDS	234237	242143	0.74	-	1	transcript_id "dmel_g29.t2"; gene_id "dmel_g29";
+2L	AUGUSTUS	exon	234237	242143	.	-	.	transcript_id "dmel_g29.t2"; gene_id "dmel_g29";
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+2L	AUGUSTUS	exon	242244	242287	.	-	.	transcript_id "dmel_g29.t2"; gene_id "dmel_g29";
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+2L	AUGUSTUS	exon	251194	251464	.	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	intron	251465	251526	1	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	CDS	251527	251801	1	-	0	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	exon	251527	251801	.	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	intron	251802	251855	1	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	CDS	251856	251924	1	-	0	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	exon	251856	251924	.	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	intron	251925	251978	1	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	CDS	251979	252166	1	-	2	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	exon	251979	252166	.	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	intron	252167	252226	1	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	CDS	252227	252317	1	-	0	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
+2L	AUGUSTUS	exon	252227	252317	.	-	.	transcript_id "dmel_g30.t1"; gene_id "dmel_g30";
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+22L	AUGUSTUS	gene	252663	254379	.	-	.	g_28
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+2L	AUGUSTUS	exon	252663	253145	.	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	intron	253146	253219	1	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	CDS	253220	253385	1	-	1	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	exon	253220	253385	.	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	intron	253386	253445	1	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	CDS	253446	253890	1	-	2	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	exon	253446	253890	.	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	intron	253891	253955	1	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	CDS	253956	254379	0.89	-	0	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	exon	253956	254379	.	-	.	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+2L	AUGUSTUS	start_codon	254377	254379	.	-	0	transcript_id "dmel_g31.t1"; gene_id "dmel_g31";
+22L	AUGUSTUS	gene	263782	266688	.	-	.	g_29
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+2L	AUGUSTUS	CDS	263782	266688	1	-	0	transcript_id "dmel_g32.t1"; gene_id "dmel_g32";
+2L	AUGUSTUS	exon	263782	266688	.	-	.	transcript_id "dmel_g32.t1"; gene_id "dmel_g32";
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+22L	AUGUSTUS	gene	269192	271314	.	+	.	g_30
+2L	AUGUSTUS	transcript	269192	271314	.	+	.	transcript_id "dmel_g32.t2";
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+2L	AUGUSTUS	CDS	269192	269389	0.99	+	0	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	exon	269192	269389	.	+	.	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	intron	269390	269457	1	+	.	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	CDS	269458	270606	1	+	0	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	exon	269458	270606	.	+	.	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	intron	270607	270660	1	+	.	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	CDS	270661	271314	1	+	0	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	exon	270661	271314	.	+	.	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+2L	AUGUSTUS	stop_codon	271312	271314	.	+	0	transcript_id "dmel_g33.t1"; gene_id "dmel_g33";
+22L	AUGUSTUS	gene	271967	273634	.	-	.	g_31
+2L	AUGUSTUS	transcript	271967	273634	.	-	.	transcript_id "dmel_g33.t2";
+2L	AUGUSTUS	stop_codon	271967	271969	.	-	0	transcript_id "dmel_g34.t1"; gene_id "dmel_g34";
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+2L	AUGUSTUS	exon	271967	272506	.	-	.	transcript_id "dmel_g34.t1"; gene_id "dmel_g34";
+2L	AUGUSTUS	intron	272507	272554	1	-	.	transcript_id "dmel_g34.t1"; gene_id "dmel_g34";
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diff --git a/example/tsebra_workdir/braker1+2.gtf b/example/tsebra_workdir/braker1+2.gtf
new file mode 100644
index 0000000..a7d19d3
--- /dev/null
+++ b/example/tsebra_workdir/braker1+2.gtf
@@ -0,0 +1,784 @@
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+2L	AUGUSTUS	exon	292569	292660	.	+	.	transcript_id "anno1.2L+_file_1_file_1_g5367.t1"; gene_id "g_40";
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+2L	AUGUSTUS	exon	292717	293002	.	+	.	transcript_id "anno1.2L+_file_1_file_1_g5367.t1"; gene_id "g_40";
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diff --git a/example/tsebra_workdir/braker1.gtf b/example/tsebra_workdir/braker1.gtf
new file mode 100644
index 0000000..a109b12
--- /dev/null
+++ b/example/tsebra_workdir/braker1.gtf
@@ -0,0 +1,940 @@
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+2L	AUGUSTUS	exon	101249	101378	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	101379	101513	0.46	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	101514	101619	0.46	+	2	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	101514	101619	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	101620	101875	1	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	101876	101914	1	+	1	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	101876	101914	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	101915	101978	1	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	101979	101996	0.99	+	1	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	101979	101996	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	101997	102583	0.65	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	102584	102906	0.65	+	1	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	102584	102906	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	102907	103005	1	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	103006	103434	1	+	2	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	103006	103434	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	intron	103435	103515	1	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	CDS	103516	103763	1	+	2	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	exon	103516	103763	.	+	.	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	stop_codon	103761	103763	.	+	0	transcript_id "2L+_file_1_file_1_g5334.t1"; gene_id "2L+_file_1_file_1_g5334";
+2L	AUGUSTUS	stop_codon	104473	104475	.	-	0	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	CDS	104473	104947	1	-	1	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	exon	104473	104947	.	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	intron	104948	105004	1	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	CDS	105005	105336	0.97	-	0	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	exon	105005	105336	.	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	intron	105337	105390	1	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	CDS	105391	105455	1	-	2	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	exon	105391	105455	.	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	intron	105456	105511	1	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	CDS	105512	105915	1	-	1	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	exon	105512	105915	.	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	intron	105916	105968	1	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	CDS	105969	106642	1	-	0	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	exon	105969	106642	.	-	.	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	start_codon	106640	106642	.	-	0	transcript_id "2L-_file_1_file_1_g5335.t1"; gene_id "2L-_file_1_file_1_g5335";
+2L	AUGUSTUS	start_codon	108686	108688	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	start_codon	108686	108688	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	start_codon	108686	108688	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	108686	108809	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	108686	108809	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	108686	108809	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	108686	108809	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	108686	108809	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	108686	108809	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	108810	110405	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	108810	110405	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	108810	110405	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110406	110483	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110406	110483	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110406	110483	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110406	110483	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110406	110483	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110406	110483	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110484	110754	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110484	110754	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110484	110754	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110755	110877	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110755	110877	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	110755	110877	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110755	110877	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110755	110877	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	110755	110877	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110878	111004	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110878	111004	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	110878	111906	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	111005	111117	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	111005	111117	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	111005	111160	0.64	+	2	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	111005	111160	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	111118	112689	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	111161	111906	0.64	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	111907	112019	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	111907	112019	1	+	2	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	111907	112019	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	111907	112019	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	112020	112689	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	112020	112689	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	112690	113369	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	112690	113369	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	112690	113369	1	+	0	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	112690	113369	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	112690	113369	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	112690	113369	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	GeneMark.hmm	start_codon	112696	112698	.	+	0	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; count "file_1_file_2_1_1";
+2L	GeneMark.hmm	CDS	112696	113369	.	+	0	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_2"; anchored "file_1_file_2_0_1";
+2L	GeneMark.hmm	exon	112696	113369	0	+	.	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_2"; anchored "file_1_file_2_0_1";
+2L	AUGUSTUS	intron	113370	113433	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	113370	113433	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	intron	113370	113433	1	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	113434	113542	1	+	1	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	113434	113542	1	+	1	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	CDS	113434	113542	1	+	1	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	113434	113542	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	113434	113542	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	exon	113434	113542	.	+	.	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	GeneMark.hmm	CDS	113434	113542	.	+	1	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_2_2"; anchored "file_1_file_2_1_0";
+2L	GeneMark.hmm	exon	113434	113542	0	+	.	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_2_2"; anchored "file_1_file_2_1_0";
+2L	AUGUSTUS	stop_codon	113540	113542	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t1"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	stop_codon	113540	113542	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t2"; gene_id "2L+_file_1_file_1_g5336";
+2L	AUGUSTUS	stop_codon	113540	113542	.	+	0	transcript_id "2L+_file_1_file_1_g5336.t3"; gene_id "2L+_file_1_file_1_g5336";
+2L	GeneMark.hmm	stop_codon	113540	113542	.	+	0	gene_id "2L+_file_1_file_2_2600_g"; transcript_id "2L+_file_1_file_2_2600_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	stop_codon	115713	115715	.	-	0	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	CDS	115713	116095	0.76	-	2	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	exon	115713	116095	.	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	intron	116096	117626	0.76	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	CDS	117627	117759	0.98	-	0	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	exon	117627	117759	.	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	intron	117760	117819	1	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	CDS	117820	118076	1	-	2	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	exon	117820	118076	.	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
+2L	AUGUSTUS	intron	118077	118135	1	-	.	transcript_id "2L-_file_1_file_1_g5337.t1"; gene_id "2L-_file_1_file_1_g5337";
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+2L	AUGUSTUS	CDS	187482	199575	0.92	+	0	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	187482	199575	0.93	+	0	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	187482	199575	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	187482	199575	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	187482	199575	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199576	199636	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199576	199636	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199576	199636	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	199637	199743	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	199637	199743	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	199637	199743	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	199637	199743	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	199637	199743	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	199637	199743	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199744	199902	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199744	199902	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199744	200119	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	199903	199983	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	199903	199983	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	199903	199983	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	199903	199983	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199984	200119	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	199984	200119	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200120	200315	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200120	200315	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200120	200315	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200120	200315	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200120	200315	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200120	200315	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200316	200375	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200316	200375	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200316	200375	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200376	200675	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200376	200675	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200376	200675	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200376	200675	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200376	200675	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200376	200675	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200676	200741	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200676	200741	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	200676	200741	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200742	201061	0.98	+	2	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200742	201061	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	200742	201061	1	+	2	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200742	201061	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200742	201061	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	200742	201061	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	201062	201126	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	201062	201126	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	intron	201062	201126	1	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	201127	201414	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	201127	201414	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	CDS	201127	201414	1	+	0	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	201127	201414	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	201127	201414	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	exon	201127	201414	.	+	.	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	stop_codon	201412	201414	.	+	0	transcript_id "2L+_file_1_file_1_g5347.t1"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	stop_codon	201412	201414	.	+	0	transcript_id "2L+_file_1_file_1_g5347.t2"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	stop_codon	201412	201414	.	+	0	transcript_id "2L+_file_1_file_1_g5347.t3"; gene_id "2L+_file_1_file_1_g5347";
+2L	AUGUSTUS	start_codon	203870	203872	.	+	0	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	CDS	203870	203891	1	+	0	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	exon	203870	203891	.	+	.	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	intron	203892	203992	1	+	.	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	CDS	203993	204717	1	+	2	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	exon	203993	204717	.	+	.	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	stop_codon	204715	204717	.	+	0	transcript_id "2L+_file_1_file_1_g5348.t1"; gene_id "2L+_file_1_file_1_g5348";
+2L	AUGUSTUS	stop_codon	205044	205046	.	-	0	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	GeneMark.hmm	stop_codon	205044	205046	.	-	0	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	CDS	205044	205212	1	-	1	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	exon	205044	205212	.	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	GeneMark.hmm	CDS	205044	205212	.	-	1	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_3_3"; anchored "file_1_file_2_0_1";
+2L	GeneMark.hmm	exon	205044	205212	0	-	.	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_3_3"; anchored "file_1_file_2_0_1";
+2L	AUGUSTUS	intron	205213	205271	1	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	CDS	205272	205476	1	-	2	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	exon	205272	205476	.	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	GeneMark.hmm	CDS	205272	205943	.	-	1	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_2_3"; anchored "file_1_file_2_1_1";
+2L	GeneMark.hmm	exon	205272	205943	0	-	.	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_2_3"; anchored "file_1_file_2_1_1";
+2L	AUGUSTUS	intron	205477	205536	1	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	CDS	205537	205943	1	-	1	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	exon	205537	205943	.	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	intron	205944	206000	1	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	CDS	206001	206044	0.99	-	0	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	AUGUSTUS	exon	206001	206044	.	-	.	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	GeneMark.hmm	CDS	206001	206044	.	-	0	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_3"; anchored "file_1_file_2_1_0";
+2L	GeneMark.hmm	exon	206001	206044	0	-	.	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_3"; anchored "file_1_file_2_1_0";
+2L	AUGUSTUS	start_codon	206042	206044	.	-	0	transcript_id "2L-_file_1_file_1_g5349.t1"; gene_id "2L-_file_1_file_1_g5349";
+2L	GeneMark.hmm	start_codon	206042	206044	.	-	0	gene_id "2L-_file_1_file_2_2612_g"; transcript_id "2L-_file_1_file_2_2612_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	start_codon	207512	207514	.	+	0	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	CDS	207512	207631	1	+	0	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	exon	207512	207631	.	+	.	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	intron	207632	207710	1	+	.	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	CDS	207711	208608	1	+	0	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	exon	207711	208608	.	+	.	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	intron	208609	208728	1	+	.	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	CDS	208729	209858	1	+	2	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	exon	208729	209858	.	+	.	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	stop_codon	209856	209858	.	+	0	transcript_id "2L+_file_1_file_1_g5350.t1"; gene_id "2L+_file_1_file_1_g5350";
+2L	AUGUSTUS	stop_codon	212185	212187	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t1"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	stop_codon	212185	212187	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	stop_codon	212185	212187	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	stop_codon	212185	212187	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	212185	214942	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t1"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	212185	214942	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	212185	214942	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	212185	214942	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	212185	214942	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t1"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	212185	214942	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	212185	214942	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	212185	214942	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	214943	215033	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t1"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	214943	215033	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	214943	215033	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	214943	215033	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
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+2L	AUGUSTUS	exon	230758	231034	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	230758	231034	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	231035	231947	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	231035	231962	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	231035	231962	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	231948	232101	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	231948	232101	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	231963	232101	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	231963	232101	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	231963	232101	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	231963	232101	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232102	232291	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232102	232291	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232102	232291	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232292	232379	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232292	232379	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232292	232379	1	-	1	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232292	232379	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232292	232379	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232292	232379	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232380	232510	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232380	232510	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	intron	232380	232510	1	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232511	232524	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232511	232524	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	CDS	232511	232524	1	-	0	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232511	232524	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232511	232524	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	exon	232511	232524	.	-	.	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	start_codon	232522	232524	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t2"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	start_codon	232522	232524	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t3"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	start_codon	232522	232524	.	-	0	transcript_id "2L-_file_1_file_1_g5351.t4"; gene_id "2L-_file_1_file_1_g5351";
+2L	AUGUSTUS	start_codon	232575	232577	.	+	0	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	CDS	232575	233154	0.91	+	0	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	exon	232575	233154	.	+	.	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	intron	233155	233216	1	+	.	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	CDS	233217	233965	1	+	2	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	exon	233217	233965	.	+	.	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	stop_codon	233963	233965	.	+	0	transcript_id "2L+_file_1_file_1_g5352.t1"; gene_id "2L+_file_1_file_1_g5352";
+2L	AUGUSTUS	stop_codon	233993	233995	.	-	0	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	CDS	233993	234174	1	-	2	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	exon	233993	234174	.	-	.	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	intron	234175	234236	1	-	.	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	CDS	234237	242143	0.92	-	1	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	exon	234237	242143	.	-	.	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	intron	242144	242243	1	-	.	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	CDS	242244	242266	0.95	-	0	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	exon	242244	242266	.	-	.	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	start_codon	242264	242266	.	-	0	transcript_id "2L-_file_1_file_1_g5353.t1"; gene_id "2L-_file_1_file_1_g5353";
+2L	AUGUSTUS	stop_codon	251194	251196	.	-	0	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	CDS	251194	251464	1	-	1	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	exon	251194	251464	.	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	intron	251465	251526	1	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	CDS	251527	251801	1	-	0	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	exon	251527	251801	.	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	intron	251802	251855	1	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	CDS	251856	251924	1	-	0	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	exon	251856	251924	.	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	intron	251925	251978	1	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	CDS	251979	252166	1	-	2	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	exon	251979	252166	.	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	intron	252167	252226	1	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	CDS	252227	252317	1	-	0	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	exon	252227	252317	.	-	.	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	start_codon	252315	252317	.	-	0	transcript_id "2L-_file_1_file_1_g5354.t1"; gene_id "2L-_file_1_file_1_g5354";
+2L	AUGUSTUS	stop_codon	252663	252665	.	-	0	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	CDS	252663	253145	1	-	0	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	exon	252663	253145	.	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	intron	253146	253219	1	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	CDS	253220	253385	1	-	1	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	exon	253220	253385	.	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	intron	253386	253445	1	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	CDS	253446	253890	1	-	2	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	exon	253446	253890	.	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	intron	253891	253955	1	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	CDS	253956	254379	0.89	-	0	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	exon	253956	254379	.	-	.	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	start_codon	254377	254379	.	-	0	transcript_id "2L-_file_1_file_1_g5355.t1"; gene_id "2L-_file_1_file_1_g5355";
+2L	AUGUSTUS	stop_codon	263782	263784	.	-	0	transcript_id "2L-_file_1_file_1_g5356.t1"; gene_id "2L-_file_1_file_1_g5356";
+2L	AUGUSTUS	CDS	263782	266688	1	-	0	transcript_id "2L-_file_1_file_1_g5356.t1"; gene_id "2L-_file_1_file_1_g5356";
+2L	AUGUSTUS	exon	263782	266688	.	-	.	transcript_id "2L-_file_1_file_1_g5356.t1"; gene_id "2L-_file_1_file_1_g5356";
+2L	AUGUSTUS	start_codon	266686	266688	.	-	0	transcript_id "2L-_file_1_file_1_g5356.t1"; gene_id "2L-_file_1_file_1_g5356";
+2L	AUGUSTUS	start_codon	269192	269194	.	+	0	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	CDS	269192	269389	0.99	+	0	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	exon	269192	269389	.	+	.	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	intron	269390	269457	1	+	.	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	CDS	269458	270606	1	+	0	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	exon	269458	270606	.	+	.	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	intron	270607	270660	1	+	.	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	CDS	270661	271314	1	+	0	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	exon	270661	271314	.	+	.	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	stop_codon	271312	271314	.	+	0	transcript_id "2L+_file_1_file_1_g5357.t1"; gene_id "2L+_file_1_file_1_g5357";
+2L	AUGUSTUS	stop_codon	271967	271969	.	-	0	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	CDS	271967	272506	0.75	-	0	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	exon	271967	272506	.	-	.	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	intron	272507	272554	1	-	.	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	CDS	272555	273634	1	-	0	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	exon	272555	273634	.	-	.	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	start_codon	273632	273634	.	-	0	transcript_id "2L-_file_1_file_1_g5358.t1"; gene_id "2L-_file_1_file_1_g5358";
+2L	AUGUSTUS	start_codon	273986	273988	.	+	0	transcript_id "2L+_file_1_file_1_g5359.t1"; gene_id "2L+_file_1_file_1_g5359";
+2L	AUGUSTUS	CDS	273986	274651	1	+	0	transcript_id "2L+_file_1_file_1_g5359.t1"; gene_id "2L+_file_1_file_1_g5359";
+2L	AUGUSTUS	exon	273986	274651	.	+	.	transcript_id "2L+_file_1_file_1_g5359.t1"; gene_id "2L+_file_1_file_1_g5359";
+2L	AUGUSTUS	stop_codon	274649	274651	.	+	0	transcript_id "2L+_file_1_file_1_g5359.t1"; gene_id "2L+_file_1_file_1_g5359";
+2L	AUGUSTUS	stop_codon	274947	274949	.	-	0	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	stop_codon	274947	274949	.	-	0	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	CDS	274947	275251	1	-	2	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	exon	274947	275251	.	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	CDS	274947	275251	.	-	2	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_4_4"; anchored "file_1_file_2_0_1";
+2L	GeneMark.hmm	exon	274947	275251	0	-	.	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_4_4"; anchored "file_1_file_2_0_1";
+2L	AUGUSTUS	intron	275252	275318	1	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	CDS	275319	276497	1	-	2	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	exon	275319	276497	.	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	CDS	275319	276497	.	-	2	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_3_4"; anchored "file_1_file_2_1_1";
+2L	GeneMark.hmm	exon	275319	276497	0	-	.	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_3_4"; anchored "file_1_file_2_1_1";
+2L	AUGUSTUS	intron	276498	276738	1	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	CDS	276739	276903	1	-	2	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	exon	276739	276903	.	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	CDS	276739	276903	.	-	2	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_2_4"; anchored "file_1_file_2_1_1";
+2L	GeneMark.hmm	exon	276739	276903	0	-	.	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Internal"; count "file_1_file_2_2_4"; anchored "file_1_file_2_1_1";
+2L	AUGUSTUS	intron	276904	276958	1	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	CDS	276959	277142	1	-	0	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	AUGUSTUS	exon	276959	277142	.	-	.	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	CDS	276974	277142	.	-	0	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_4"; anchored "file_1_file_2_1_0";
+2L	GeneMark.hmm	exon	276974	277142	0	-	.	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_4"; anchored "file_1_file_2_1_0";
+2L	AUGUSTUS	start_codon	277140	277142	.	-	0	transcript_id "2L-_file_1_file_1_g5360.t1"; gene_id "2L-_file_1_file_1_g5360";
+2L	GeneMark.hmm	start_codon	277140	277142	.	-	0	gene_id "2L-_file_1_file_2_2623_g"; transcript_id "2L-_file_1_file_2_2623_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	start_codon	277826	277828	.	+	0	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	277826	277863	0.79	+	0	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	277826	277863	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	277864	277929	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	277930	278323	1	+	1	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	277930	278323	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	278324	278642	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	278643	279124	1	+	0	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	278643	279124	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	279125	279184	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	279185	279805	1	+	1	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	279185	279805	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	279806	279869	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	279870	280040	1	+	1	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	279870	280040	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	280041	280109	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	280110	280422	1	+	1	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	280110	280422	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	intron	280423	280476	1	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	CDS	280477	281514	0.99	+	0	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	exon	280477	281514	.	+	.	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	stop_codon	281512	281514	.	+	0	transcript_id "2L+_file_1_file_1_g5361.t1"; gene_id "2L+_file_1_file_1_g5361";
+2L	AUGUSTUS	stop_codon	282172	282174	.	-	0	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	CDS	282172	282505	1	-	1	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	exon	282172	282505	.	-	.	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	intron	282506	282653	1	-	.	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	CDS	282654	283147	0.97	-	0	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	exon	282654	283147	.	-	.	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	start_codon	283145	283147	.	-	0	transcript_id "2L-_file_1_file_1_g5362.t1"; gene_id "2L-_file_1_file_1_g5362";
+2L	AUGUSTUS	stop_codon	283886	283888	.	-	0	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	CDS	283886	284210	0.99	-	1	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	exon	283886	284210	.	-	.	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	intron	284211	284747	1	-	.	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	CDS	284748	284968	1	-	0	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	exon	284748	284968	.	-	.	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	intron	284969	285432	1	-	.	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	CDS	285433	285633	0.96	-	0	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	exon	285433	285633	.	-	.	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	start_codon	285631	285633	.	-	0	transcript_id "2L-_file_1_file_1_g5363.t1"; gene_id "2L-_file_1_file_1_g5363";
+2L	AUGUSTUS	stop_codon	286155	286157	.	-	0	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	CDS	286155	286178	0.66	-	0	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	exon	286155	286178	.	-	.	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	intron	286179	286306	0.66	-	.	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	CDS	286307	286498	0.71	-	0	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	exon	286307	286498	.	-	.	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	start_codon	286496	286498	.	-	0	transcript_id "2L-_file_1_file_1_g5364.t1"; gene_id "2L-_file_1_file_1_g5364";
+2L	AUGUSTUS	stop_codon	287402	287404	.	-	0	transcript_id "2L-_file_1_file_1_g5365.t1"; gene_id "2L-_file_1_file_1_g5365";
+2L	AUGUSTUS	CDS	287402	288919	1	-	0	transcript_id "2L-_file_1_file_1_g5365.t1"; gene_id "2L-_file_1_file_1_g5365";
+2L	AUGUSTUS	exon	287402	288919	.	-	.	transcript_id "2L-_file_1_file_1_g5365.t1"; gene_id "2L-_file_1_file_1_g5365";
+2L	AUGUSTUS	start_codon	288917	288919	.	-	0	transcript_id "2L-_file_1_file_1_g5365.t1"; gene_id "2L-_file_1_file_1_g5365";
+2L	AUGUSTUS	stop_codon	290804	290806	.	-	0	transcript_id "2L-_file_1_file_1_g5366.t1"; gene_id "2L-_file_1_file_1_g5366";
+2L	AUGUSTUS	CDS	290804	291010	0.96	-	0	transcript_id "2L-_file_1_file_1_g5366.t1"; gene_id "2L-_file_1_file_1_g5366";
+2L	AUGUSTUS	exon	290804	291010	.	-	.	transcript_id "2L-_file_1_file_1_g5366.t1"; gene_id "2L-_file_1_file_1_g5366";
+2L	AUGUSTUS	start_codon	291008	291010	.	-	0	transcript_id "2L-_file_1_file_1_g5366.t1"; gene_id "2L-_file_1_file_1_g5366";
+2L	AUGUSTUS	start_codon	292569	292571	.	+	0	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	CDS	292569	292660	1	+	0	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	exon	292569	292660	.	+	.	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	intron	292661	292716	1	+	.	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	CDS	292717	293002	1	+	1	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	exon	292717	293002	.	+	.	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	stop_codon	293000	293002	.	+	0	transcript_id "2L+_file_1_file_1_g5367.t1"; gene_id "2L+_file_1_file_1_g5367";
+2L	AUGUSTUS	stop_codon	293622	293624	.	-	0	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	CDS	293622	294372	1	-	1	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	exon	293622	294372	.	-	.	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	intron	294373	294440	1	-	.	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	CDS	294441	294484	1	-	0	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	exon	294441	294484	.	-	.	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
+2L	AUGUSTUS	start_codon	294482	294484	.	-	0	transcript_id "2L-_file_1_file_1_g5368.t1"; gene_id "2L-_file_1_file_1_g5368";
diff --git a/example/tsebra_workdir/braker2.gtf b/example/tsebra_workdir/braker2.gtf
new file mode 100644
index 0000000..3890c8d
--- /dev/null
+++ b/example/tsebra_workdir/braker2.gtf
@@ -0,0 +1,760 @@
+2L	AUGUSTUS	stop_codon	21919	21921	.	-	0	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	21919	22687	1	-	1	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	21919	22687	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	intron	22688	22742	1	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	22743	22935	1	-	2	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	22743	22935	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	intron	22936	22993	1	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	22994	23089	0.99	-	2	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	22994	23089	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	intron	23090	23773	0.95	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	23774	23873	1	-	0	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	23774	23873	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	intron	23874	23928	1	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	23929	24210	1	-	0	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	23929	24210	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	intron	24211	24746	1	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	CDS	24747	25151	0.99	-	0	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	exon	24747	25151	.	-	.	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	start_codon	25149	25151	.	-	0	transcript_id "2L-_file_1_file_1_g2.t1"; gene_id "2L-_file_1_file_1_g2";
+2L	AUGUSTUS	stop_codon	26521	26523	.	-	0	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	stop_codon	26521	26523	.	-	0	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	stop_codon	26521	26523	.	-	0	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	stop_codon	26521	26523	.	-	0	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	26521	26688	1	-	0	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	26521	26688	1	-	0	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	26521	26688	1	-	0	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	26521	26688	1	-	0	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
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+2L	AUGUSTUS	CDS	34720	34912	1	-	1	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	34720	34912	.	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	34720	35212	1	-	1	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	34720	35212	1	-	1	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	34720	35212	1	-	1	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	34720	35212	.	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	34720	35212	.	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	34720	35212	.	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	34913	35745	1	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	35213	35745	1	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	35213	35745	1	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	35213	35745	1	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	35746	38298	0.91	-	1	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	35746	38298	0.92	-	1	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	35746	38298	0.95	-	1	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	35746	38298	0.95	-	1	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	35746	38298	.	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	35746	38298	.	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	35746	38298	.	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	35746	38298	.	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38299	38534	1	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38299	38534	1	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38299	38534	1	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38299	38534	1	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	38535	38731	1	-	0	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	38535	38731	1	-	0	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	38535	38731	1	-	0	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	38535	38731	1	-	0	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	38535	38731	.	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	38535	38731	.	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	38535	38731	.	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	38535	38731	.	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38732	39300	1	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38732	39300	1	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38732	39300	1	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	38732	39300	1	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	39301	39857	0.94	-	2	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	39301	39857	0.96	-	2	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	39301	39857	0.98	-	2	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	39301	39857	1	-	2	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	39301	39857	.	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	39301	39857	.	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	39301	39857	.	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	39301	39857	.	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	39858	40756	0.52	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	39858	40756	0.59	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	39858	40756	0.62	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	intron	39858	40756	0.63	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	40757	40784	0.55	-	0	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	40757	40784	0.63	-	0	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	40757	40784	0.63	-	0	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	CDS	40757	40784	0.64	-	0	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	40757	40784	.	-	.	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	40757	40784	.	-	.	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	40757	40784	.	-	.	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	exon	40757	40784	.	-	.	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	start_codon	40782	40784	.	-	0	transcript_id "2L-_file_1_file_1_g3.t1"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	start_codon	40782	40784	.	-	0	transcript_id "2L-_file_1_file_1_g3.t2"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	start_codon	40782	40784	.	-	0	transcript_id "2L-_file_1_file_1_g3.t3"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	start_codon	40782	40784	.	-	0	transcript_id "2L-_file_1_file_1_g3.t4"; gene_id "2L-_file_1_file_1_g3";
+2L	AUGUSTUS	start_codon	67625	67627	.	+	0	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	CDS	67625	67762	1	+	0	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	exon	67625	67762	.	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	intron	67763	67891	1	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	CDS	67892	68023	1	+	0	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	exon	67892	68023	.	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	intron	68024	68084	1	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	CDS	68085	70549	0.91	+	0	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	exon	68085	70549	.	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	intron	70550	70606	1	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	CDS	70607	70895	1	+	1	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	exon	70607	70895	.	+	.	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	stop_codon	70893	70895	.	+	0	transcript_id "2L+_file_1_file_1_g4.t1"; gene_id "2L+_file_1_file_1_g4";
+2L	AUGUSTUS	start_codon	72603	72605	.	+	0	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	72603	72977	0.96	+	0	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	72603	72977	.	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	72978	74902	0.96	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	start_codon	73570	73572	.	+	0	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	73570	73692	0.87	+	0	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	73570	73692	.	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	73693	74902	1	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	74903	75018	1	+	0	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	74903	75018	1	+	0	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	74903	75018	.	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	74903	75018	.	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	75019	75077	1	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	75019	75077	1	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	75078	75366	0.76	+	1	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	75078	75366	0.98	+	1	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	75078	75366	.	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	75078	75366	.	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	75367	75963	0.54	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	intron	75367	75963	0.69	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	75964	76098	0.56	+	0	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	CDS	75964	76098	0.71	+	0	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	75964	76098	.	+	.	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	exon	75964	76098	.	+	.	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	stop_codon	76096	76098	.	+	0	transcript_id "2L+_file_1_file_1_g5.t1"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	stop_codon	76096	76098	.	+	0	transcript_id "2L+_file_1_file_1_g5.t2"; gene_id "2L+_file_1_file_1_g5";
+2L	AUGUSTUS	stop_codon	83268	83270	.	-	0	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	GeneMark.hmm	stop_codon	83268	83270	.	-	0	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	CDS	83268	84277	1	-	2	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	AUGUSTUS	exon	83268	84277	.	-	.	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	GeneMark.hmm	CDS	83268	84277	.	-	2	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; evidence "file_1_file_2_1_1"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_2_2"; anchored "file_1_file_2_1_1";
+2L	GeneMark.hmm	exon	83268	84277	0	-	.	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; evidence "file_1_file_2_1_1"; cds_type "file_1_file_2_Terminal"; count "file_1_file_2_2_2"; anchored "file_1_file_2_1_1";
+2L	AUGUSTUS	intron	84278	87019	1	-	.	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	GeneMark.hmm	CDS	87020	87026	.	-	0	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; evidence "file_1_file_2_1_0"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_2"; anchored "file_1_file_2_1_0";
+2L	GeneMark.hmm	exon	87020	87026	0	-	.	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; evidence "file_1_file_2_1_0"; cds_type "file_1_file_2_Initial"; count "file_1_file_2_1_2"; anchored "file_1_file_2_1_0";
+2L	AUGUSTUS	CDS	87020	87107	0.9	-	0	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	AUGUSTUS	exon	87020	87107	.	-	.	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	GeneMark.hmm	start_codon	87024	87026	.	-	0	gene_id "2L-_file_1_file_2_3367_g"; transcript_id "2L-_file_1_file_2_3367_t"; count "file_1_file_2_1_1";
+2L	AUGUSTUS	start_codon	87105	87107	.	-	0	transcript_id "2L-_file_1_file_1_g6.t1"; gene_id "2L-_file_1_file_1_g6";
+2L	AUGUSTUS	start_codon	102459	102461	.	+	0	transcript_id "2L+_file_1_file_1_g7.t1"; gene_id "2L+_file_1_file_1_g7";
+2L	AUGUSTUS	CDS	102459	102906	1	+	0	transcript_id "2L+_file_1_file_1_g7.t1"; gene_id "2L+_file_1_file_1_g7";
+2L	AUGUSTUS	exon	102459	102906	.	+	.	transcript_id "2L+_file_1_file_1_g7.t1"; gene_id "2L+_file_1_file_1_g7";
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+2L	AUGUSTUS	intron	139955	140113	1	-	.	transcript_id "2L-_file_1_file_1_g15.t1"; gene_id "2L-_file_1_file_1_g15";
+2L	AUGUSTUS	CDS	140114	140933	1	-	0	transcript_id "2L-_file_1_file_1_g15.t1"; gene_id "2L-_file_1_file_1_g15";
+2L	AUGUSTUS	exon	140114	140933	.	-	.	transcript_id "2L-_file_1_file_1_g15.t1"; gene_id "2L-_file_1_file_1_g15";
+2L	AUGUSTUS	start_codon	140931	140933	.	-	0	transcript_id "2L-_file_1_file_1_g15.t1"; gene_id "2L-_file_1_file_1_g15";
+2L	AUGUSTUS	stop_codon	141130	141132	.	-	0	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	CDS	141130	141340	1	-	1	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	exon	141130	141340	.	-	.	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	intron	141341	141395	1	-	.	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	CDS	141396	141609	1	-	2	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	exon	141396	141609	.	-	.	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	intron	141610	141670	1	-	.	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	CDS	141671	142487	1	-	0	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	exon	141671	142487	.	-	.	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	start_codon	142485	142487	.	-	0	transcript_id "2L-_file_1_file_1_g16.t1"; gene_id "2L-_file_1_file_1_g16";
+2L	AUGUSTUS	start_codon	143378	143380	.	+	0	transcript_id "2L+_file_1_file_1_g17.t1"; gene_id "2L+_file_1_file_1_g17";
+2L	AUGUSTUS	CDS	143378	144094	1	+	0	transcript_id "2L+_file_1_file_1_g17.t1"; gene_id "2L+_file_1_file_1_g17";
+2L	AUGUSTUS	exon	143378	144094	.	+	.	transcript_id "2L+_file_1_file_1_g17.t1"; gene_id "2L+_file_1_file_1_g17";
+2L	AUGUSTUS	stop_codon	144092	144094	.	+	0	transcript_id "2L+_file_1_file_1_g17.t1"; gene_id "2L+_file_1_file_1_g17";
+2L	AUGUSTUS	stop_codon	144374	144376	.	-	0	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	144374	145910	1	-	1	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	144374	145910	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
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+2L	AUGUSTUS	exon	147349	147454	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	intron	147455	147510	1	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	147511	147710	1	-	1	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	147511	147710	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	intron	147711	147764	1	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	147765	147936	1	-	2	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	147765	147936	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	intron	147937	147994	1	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	147995	148037	1	-	0	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	147995	148037	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
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+2L	AUGUSTUS	CDS	148092	148173	1	-	1	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	148092	148173	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	intron	148174	148337	1	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	148338	148825	1	-	0	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
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+2L	AUGUSTUS	CDS	148879	149226	1	-	0	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	148879	149226	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	intron	149227	151114	1	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	CDS	151115	153106	1	-	0	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
+2L	AUGUSTUS	exon	151115	153106	.	-	.	transcript_id "2L-_file_1_file_1_g18.t1"; gene_id "2L-_file_1_file_1_g18";
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+2L	AUGUSTUS	intron	155060	155127	1	-	.	transcript_id "2L-_file_1_file_1_g19.t1"; gene_id "2L-_file_1_file_1_g19";
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+2L	AUGUSTUS	exon	155128	155247	.	-	.	transcript_id "2L-_file_1_file_1_g19.t1"; gene_id "2L-_file_1_file_1_g19";
+2L	AUGUSTUS	start_codon	155245	155247	.	-	0	transcript_id "2L-_file_1_file_1_g19.t1"; gene_id "2L-_file_1_file_1_g19";
+2L	AUGUSTUS	start_codon	155572	155574	.	+	0	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
+2L	AUGUSTUS	CDS	155572	155784	1	+	0	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
+2L	AUGUSTUS	exon	155572	155784	.	+	.	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
+2L	AUGUSTUS	intron	155785	155857	1	+	.	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
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+2L	AUGUSTUS	exon	155858	155950	.	+	.	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
+2L	AUGUSTUS	stop_codon	155948	155950	.	+	0	transcript_id "2L+_file_1_file_1_g20.t1"; gene_id "2L+_file_1_file_1_g20";
+2L	AUGUSTUS	start_codon	156241	156243	.	+	0	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	CDS	156241	156348	1	+	0	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	exon	156241	156348	.	+	.	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	intron	156349	156422	1	+	.	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	CDS	156423	156552	1	+	0	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	exon	156423	156552	.	+	.	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	intron	156553	156735	1	+	.	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	CDS	156736	157541	1	+	2	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	exon	156736	157541	.	+	.	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
+2L	AUGUSTUS	stop_codon	157539	157541	.	+	0	transcript_id "2L+_file_1_file_1_g21.t1"; gene_id "2L+_file_1_file_1_g21";
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+2L	AUGUSTUS	exon	183412	183419	.	+	.	transcript_id "2L+_file_1_file_1_g22.t1"; gene_id "2L+_file_1_file_1_g22";
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+2L	AUGUSTUS	exon	183761	185082	.	+	.	transcript_id "2L+_file_1_file_1_g22.t1"; gene_id "2L+_file_1_file_1_g22";
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+2L	AUGUSTUS	exon	185152	186123	.	+	.	transcript_id "2L+_file_1_file_1_g22.t1"; gene_id "2L+_file_1_file_1_g22";
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+2L	AUGUSTUS	exon	186193	186855	.	+	.	transcript_id "2L+_file_1_file_1_g22.t1"; gene_id "2L+_file_1_file_1_g22";
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+2L	AUGUSTUS	exon	186910	187016	.	+	.	transcript_id "2L+_file_1_file_1_g22.t1"; gene_id "2L+_file_1_file_1_g22";
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+2L	AUGUSTUS	exon	206001	206044	.	-	.	transcript_id "2L-_file_1_file_1_g24.t1"; gene_id "2L-_file_1_file_1_g24";
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+2L	AUGUSTUS	CDS	207512	207631	1	+	0	transcript_id "2L+_file_1_file_1_g25.t1"; gene_id "2L+_file_1_file_1_g25";
+2L	AUGUSTUS	exon	207512	207631	.	+	.	transcript_id "2L+_file_1_file_1_g25.t1"; gene_id "2L+_file_1_file_1_g25";
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+2L	AUGUSTUS	exon	207711	208608	.	+	.	transcript_id "2L+_file_1_file_1_g25.t1"; gene_id "2L+_file_1_file_1_g25";
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+2L	AUGUSTUS	stop_codon	212185	212187	.	-	0	transcript_id "2L-_file_1_file_1_g26.t2"; gene_id "2L-_file_1_file_1_g26";
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+2L	AUGUSTUS	exon	212185	214942	.	-	.	transcript_id "2L-_file_1_file_1_g26.t1"; gene_id "2L-_file_1_file_1_g26";
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+2L	AUGUSTUS	CDS	215773	216007	1	-	0	transcript_id "2L-_file_1_file_1_g26.t2"; gene_id "2L-_file_1_file_1_g26";
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+2L	AUGUSTUS	exon	242244	242287	.	-	.	transcript_id "2L-_file_1_file_1_g28.t1"; gene_id "2L-_file_1_file_1_g28";
+2L	AUGUSTUS	start_codon	242285	242287	.	-	0	transcript_id "2L-_file_1_file_1_g28.t1"; gene_id "2L-_file_1_file_1_g28";
+2L	AUGUSTUS	stop_codon	251194	251196	.	-	0	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	CDS	251194	251464	1	-	1	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	exon	251194	251464	.	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	intron	251465	251526	1	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	CDS	251527	251801	1	-	0	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	exon	251527	251801	.	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	intron	251802	251855	1	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	CDS	251856	251924	1	-	0	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	exon	251856	251924	.	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	intron	251925	251978	1	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	CDS	251979	252166	1	-	2	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	exon	251979	252166	.	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	intron	252167	252226	1	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	CDS	252227	252317	1	-	0	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	exon	252227	252317	.	-	.	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	start_codon	252315	252317	.	-	0	transcript_id "2L-_file_1_file_1_g29.t1"; gene_id "2L-_file_1_file_1_g29";
+2L	AUGUSTUS	stop_codon	252663	252665	.	-	0	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	CDS	252663	253145	1	-	0	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	exon	252663	253145	.	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	intron	253146	253219	1	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	CDS	253220	253385	1	-	1	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	exon	253220	253385	.	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	intron	253386	253445	1	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	CDS	253446	253890	1	-	2	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	exon	253446	253890	.	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	intron	253891	253955	1	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	CDS	253956	254379	1	-	0	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	exon	253956	254379	.	-	.	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	start_codon	254377	254379	.	-	0	transcript_id "2L-_file_1_file_1_g30.t1"; gene_id "2L-_file_1_file_1_g30";
+2L	AUGUSTUS	stop_codon	263782	263784	.	-	0	transcript_id "2L-_file_1_file_1_g31.t1"; gene_id "2L-_file_1_file_1_g31";
+2L	AUGUSTUS	CDS	263782	266688	1	-	0	transcript_id "2L-_file_1_file_1_g31.t1"; gene_id "2L-_file_1_file_1_g31";
+2L	AUGUSTUS	exon	263782	266688	.	-	.	transcript_id "2L-_file_1_file_1_g31.t1"; gene_id "2L-_file_1_file_1_g31";
+2L	AUGUSTUS	start_codon	266686	266688	.	-	0	transcript_id "2L-_file_1_file_1_g31.t1"; gene_id "2L-_file_1_file_1_g31";
+2L	AUGUSTUS	start_codon	269192	269194	.	+	0	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	CDS	269192	269389	1	+	0	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	exon	269192	269389	.	+	.	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	intron	269390	269457	1	+	.	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	CDS	269458	270606	1	+	0	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	exon	269458	270606	.	+	.	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	intron	270607	270660	1	+	.	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	CDS	270661	271314	1	+	0	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	exon	270661	271314	.	+	.	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	stop_codon	271312	271314	.	+	0	transcript_id "2L+_file_1_file_1_g32.t1"; gene_id "2L+_file_1_file_1_g32";
+2L	AUGUSTUS	stop_codon	271967	271969	.	-	0	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	CDS	271967	272506	1	-	0	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	exon	271967	272506	.	-	.	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	intron	272507	272554	1	-	.	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	CDS	272555	273634	1	-	0	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	exon	272555	273634	.	-	.	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	start_codon	273632	273634	.	-	0	transcript_id "2L-_file_1_file_1_g33.t1"; gene_id "2L-_file_1_file_1_g33";
+2L	AUGUSTUS	start_codon	273986	273988	.	+	0	transcript_id "2L+_file_1_file_1_g34.t1"; gene_id "2L+_file_1_file_1_g34";
+2L	AUGUSTUS	CDS	273986	274651	0.99	+	0	transcript_id "2L+_file_1_file_1_g34.t1"; gene_id "2L+_file_1_file_1_g34";
+2L	AUGUSTUS	exon	273986	274651	.	+	.	transcript_id "2L+_file_1_file_1_g34.t1"; gene_id "2L+_file_1_file_1_g34";
+2L	AUGUSTUS	stop_codon	274649	274651	.	+	0	transcript_id "2L+_file_1_file_1_g34.t1"; gene_id "2L+_file_1_file_1_g34";
+2L	AUGUSTUS	stop_codon	274947	274949	.	-	0	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	stop_codon	274947	274949	.	-	0	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	274947	275251	1	-	2	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	274947	275251	1	-	2	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	274947	275251	.	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	274947	275251	.	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	275252	275318	1	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	275252	275318	1	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	275319	276497	1	-	2	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	275319	276497	1	-	2	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	275319	276497	.	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	275319	276497	.	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	276498	276738	1	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	276498	276738	1	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	276739	276903	1	-	2	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	276739	276903	1	-	2	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	276739	276903	.	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	276739	276903	.	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	276904	276958	0.99	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	intron	276904	276973	1	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	276959	277142	0.99	-	0	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	276959	277142	.	-	.	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	CDS	276974	277142	1	-	0	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	exon	276974	277142	.	-	.	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	start_codon	277140	277142	.	-	0	transcript_id "2L-_file_1_file_1_g35.t1"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	start_codon	277140	277142	.	-	0	transcript_id "2L-_file_1_file_1_g35.t2"; gene_id "2L-_file_1_file_1_g35";
+2L	AUGUSTUS	start_codon	277826	277828	.	+	0	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	CDS	277826	277863	1	+	0	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	exon	277826	277863	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	intron	277864	277929	1	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	CDS	277930	278323	1	+	1	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	exon	277930	278323	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	intron	278324	278642	1	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
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+2L	AUGUSTUS	exon	278643	279124	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
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+2L	AUGUSTUS	CDS	279185	279805	1	+	1	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	exon	279185	279805	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
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+2L	AUGUSTUS	CDS	279870	280040	1	+	1	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	exon	279870	280040	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	intron	280041	280109	1	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	CDS	280110	281514	1	+	1	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	exon	280110	281514	.	+	.	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
+2L	AUGUSTUS	stop_codon	281512	281514	.	+	0	transcript_id "2L+_file_1_file_1_g36.t1"; gene_id "2L+_file_1_file_1_g36";
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+2L	AUGUSTUS	intron	284969	285432	1	-	.	transcript_id "2L-_file_1_file_1_g38.t1"; gene_id "2L-_file_1_file_1_g38";
+2L	AUGUSTUS	CDS	285433	285633	1	-	0	transcript_id "2L-_file_1_file_1_g38.t1"; gene_id "2L-_file_1_file_1_g38";
+2L	AUGUSTUS	exon	285433	285633	.	-	.	transcript_id "2L-_file_1_file_1_g38.t1"; gene_id "2L-_file_1_file_1_g38";
+2L	AUGUSTUS	start_codon	285631	285633	.	-	0	transcript_id "2L-_file_1_file_1_g38.t1"; gene_id "2L-_file_1_file_1_g38";
+2L	AUGUSTUS	stop_codon	286155	286157	.	-	0	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	CDS	286155	286178	0.63	-	0	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	exon	286155	286178	.	-	.	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	intron	286179	286306	0.63	-	.	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	CDS	286307	286498	0.65	-	0	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	exon	286307	286498	.	-	.	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	start_codon	286496	286498	.	-	0	transcript_id "2L-_file_1_file_1_g39.t1"; gene_id "2L-_file_1_file_1_g39";
+2L	AUGUSTUS	stop_codon	287402	287404	.	-	0	transcript_id "2L-_file_1_file_1_g40.t1"; gene_id "2L-_file_1_file_1_g40";
+2L	AUGUSTUS	CDS	287402	288919	1	-	0	transcript_id "2L-_file_1_file_1_g40.t1"; gene_id "2L-_file_1_file_1_g40";
+2L	AUGUSTUS	exon	287402	288919	.	-	.	transcript_id "2L-_file_1_file_1_g40.t1"; gene_id "2L-_file_1_file_1_g40";
+2L	AUGUSTUS	start_codon	288917	288919	.	-	0	transcript_id "2L-_file_1_file_1_g40.t1"; gene_id "2L-_file_1_file_1_g40";
+2L	AUGUSTUS	stop_codon	290804	290806	.	-	0	transcript_id "2L-_file_1_file_1_g41.t1"; gene_id "2L-_file_1_file_1_g41";
+2L	AUGUSTUS	CDS	290804	291010	0.97	-	0	transcript_id "2L-_file_1_file_1_g41.t1"; gene_id "2L-_file_1_file_1_g41";
+2L	AUGUSTUS	exon	290804	291010	.	-	.	transcript_id "2L-_file_1_file_1_g41.t1"; gene_id "2L-_file_1_file_1_g41";
+2L	AUGUSTUS	start_codon	291008	291010	.	-	0	transcript_id "2L-_file_1_file_1_g41.t1"; gene_id "2L-_file_1_file_1_g41";
+2L	AUGUSTUS	start_codon	292569	292571	.	+	0	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	CDS	292569	292660	1	+	0	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	exon	292569	292660	.	+	.	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	intron	292661	292716	1	+	.	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	CDS	292717	293002	1	+	1	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	exon	292717	293002	.	+	.	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	stop_codon	293000	293002	.	+	0	transcript_id "2L+_file_1_file_1_g42.t1"; gene_id "2L+_file_1_file_1_g42";
+2L	AUGUSTUS	stop_codon	293622	293624	.	-	0	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	CDS	293622	294372	1	-	1	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	exon	293622	294372	.	-	.	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	intron	294373	294440	1	-	.	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	CDS	294441	294484	1	-	0	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	exon	294441	294484	.	-	.	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";
+2L	AUGUSTUS	start_codon	294482	294484	.	-	0	transcript_id "2L-_file_1_file_1_g43.t1"; gene_id "2L-_file_1_file_1_g43";

From 390618e6ea76c4f383204769756126755d09e2c6 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Mon, 23 Aug 2021 15:27:46 +0200
Subject: [PATCH 18/53] Create keep_ab_initio.cfg

---
 config/keep_ab_initio.cfg | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)
 create mode 100644 config/keep_ab_initio.cfg

diff --git a/config/keep_ab_initio.cfg b/config/keep_ab_initio.cfg
new file mode 100644
index 0000000..90e44e9
--- /dev/null
+++ b/config/keep_ab_initio.cfg
@@ -0,0 +1,17 @@
+# Weight for each hint source
+# Values have to be >= 0
+P 0.1
+E 10
+C 5
+M 1
+# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0
+stasto_support 1
+# Allowed difference for each feature 
+# Values have to be in [0,1]
+e_1 0.1
+e_2 0.5
+# Values have to be >0
+e_3 25
+e_4 10

From 4f8e825132275bcd89655cd1d8a0ebd8e8aa8a85 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Thu, 7 Oct 2021 14:03:36 +0200
Subject: [PATCH 19/53] reworked documentation about config file

---
 README.md                                    |  44 ++++++++++++-------
 bin/__pycache__/evidence.cpython-38.pyc      | Bin 4392 -> 0 bytes
 bin/__pycache__/features.cpython-38.pyc      | Bin 3556 -> 0 bytes
 bin/__pycache__/genome_anno.cpython-38.pyc   | Bin 12693 -> 0 bytes
 bin/__pycache__/overlap_graph.cpython-38.pyc | Bin 10519 -> 0 bytes
 config/keep_ab_initio.cfg~                   |  17 -------
 6 files changed, 29 insertions(+), 32 deletions(-)
 delete mode 100644 bin/__pycache__/evidence.cpython-38.pyc
 delete mode 100644 bin/__pycache__/features.cpython-38.pyc
 delete mode 100644 bin/__pycache__/genome_anno.cpython-38.pyc
 delete mode 100644 bin/__pycache__/overlap_graph.cpython-38.pyc
 delete mode 100644 config/keep_ab_initio.cfg~

diff --git a/README.md b/README.md
index 1fd1a9a..eb0c756 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ The main script is ```./bin/tsebra.py```. For usage information run ```./bin/tse
 ## Input Files
 TSEBRA takes a list of gene prediciton files, a list of hintfiles and a configuration file as mandatory input.
 
-#### Gene Predictions 
+#### Gene Predictions
 The gene prediction files have to be in gtf format. This is the standard output format of a BRAKER or AUGUSTUS<sup name="a3">[3,](#ref3)</sup><sup name="a4">[4](#ref4)</sup> gene prediciton.
 
 Example:
@@ -30,7 +30,7 @@ Example:
 ```
 
 #### Hint Files
-The hints files have to be in gff format, the last column must include an attribute for the source for the hint with 'src=' and can include the number of hints supporting the gene structure segment with 'mult='. This is the standard file format of the ```hintfiles.gff``` in a BRAKER working directory.
+The hints files have to be in gff format, the last column must include an attribute for the source for the hint with 'src=' and can include the number of hints supporting the gene structure segment with 'mult='. This is the standard file format of the ```hintsfile.gff``` in a BRAKER working directory.
 
 Example:
 ```console
@@ -42,11 +42,26 @@ Example:
 ```
 
 #### Configuration File
-The configuration file has to include three types of parameter:
-1. The weight for each hint source. (A weight is set to 1, if the weight for a source is not determined in the cfg file.)
-2. Required fraction of supported introns or supported start/stop-codons for a transcript.
-3. Allowed difference between two overlapping transcripts for each feature type.
+The configuration file has to include three different sets of parameter:
+1. Weights for all sources of hints. The source of a hint is specified by the mandatory 'src=' attribute in the last column of the ```hintsfile.gff``` (see section 'Hint Files'). See section 'Transcript scores' in [TSEBRA](https://doi.org/10.1101/2021.06.07.447316) for more information on how these weigths are used.  
+A weight is set to 1, if the weight for a hint source is not specified in the configuration file.  
 
+ * *Notes on adjusting these parameters: Increase the weight of the hint sources that have the highest quality. For example, if the protein database includes only species that are remotely related to the target species, the hints produced by BRAKER2 might be less accurate than the RNA-seq evidence. Then, you should increase the weight of the source related to the RNA-seq hints.*    
+
+
+2. Required fractions of supported introns or supported start/stop-codons for a transcript. A transcript is not included in the TSEBRA result if the fractions of introns and start/stop codons supported by extrinsic evidence are lower than the thresholds.  
+
+ * *Notes on adjusting these parameters: The low evidence support thresholds for low evidence support are quite strict in the default configuration file. In this configuration, only transcripts with very high evidence support are allowed in the TSBERA result. In some cases, the default setting might be too strict, so that too many transcripts are filtered out. In this case, you should reduce the threshold of 'intron_support' (e.g., to 0.2).*  
+
+
+3. Allowed difference between two overlapping transcripts for the four transcript scores (see section 'Transcript scores' in [TSEBRA](https://doi.org/10.1101/2021.06.07.447316) for a definition of the different transcript scores and section 'Pairwise transcript comparison rule' for more information on how transcripts are compared). TSEBRA compares transcripts via their transcript scores and removes the one with the lower score if their difference exceeds the respective threshold.  
+Note that e_1, e_2 are fractions (e_1, e_2 &#x220A; [0,1]), and e_3, e_4 can be larger than 1 (e_3, e_4 &ge; 0).  
+
+ * *Notes on adjusting these parameters: The higher the thresholds are set the less transcripts are filtered by the respective rule. With these thresholds one can adjust the effect of each filtering rule of TSEBRA. As these thresholds are increased, more transcripts are included in the TSEBRA result, in particular, more alternatively spliced isoforms per gene are contained in the result.*  
+
+
+
+The name and the value of a parameter are separated by a space, and each parameter is listed in a different line.  
 Example:
 ```console
 # src weights
@@ -57,7 +72,7 @@ M 1
 # Low evidence support
 intron_support 0.75
 stasto_support 1
-# Feature differences 
+# Feature differences
 e_1 0
 e_2 0.5
 e_3 25
@@ -66,7 +81,7 @@ e_4 10
 
 
 ## Use Case
-The recommended and most common usage for TSEBRA is to combine the resulting ```braker.gtf``` files of a BRAKER1 and a BRAKER2 run using the hintsfile.gff from both working directories. However, TSEBRA can be applied to any number (>1) of gene predictions and hint files as long as they are in the correct format. 
+The recommended and most common usage for TSEBRA is to combine the resulting ```braker.gtf``` files of a BRAKER1 and a BRAKER2 run using the hintsfile.gff from both working directories. However, TSEBRA can be applied to any number (>1) of gene predictions and hint files as long as they are in the correct format.
 
 A common case might be that a user wants to annotate a novel genome with BRAKER and has:
 * a novel genome with repeats masked: ```genome.fasta.masked```,
@@ -76,12 +91,11 @@ A common case might be that a user wants to annotate a novel genome with BRAKER
 1. Run BRAKER1 and BRAKER2 for example with
 ```console
 ### BRAKER1
-braker.pl --genome=genome.fasta.masked --hints=rna_seq_hints.gff \ 
+braker.pl --genome=genome.fasta.masked --hints=rna_seq_hints.gff \
             --softmasking --species=species_name --workingdir=braker1_out
-    
 ### BRAKER2
-braker.pl --genome=genome.fasta.masked --prot_seq=proteins.fa \ 
-    --softmasking --species=species_name --epmode --prg=ph \ 
+braker.pl --genome=genome.fasta.masked --prot_seq=proteins.fa \
+    --softmasking --species=species_name --epmode --prg=ph \
     --workingdir=braker2_out
 ```
 2. Make sure that the gene and transcript IDs of the gene prediction files are in order (this step is optional)
@@ -91,17 +105,17 @@ braker.pl --genome=genome.fasta.masked --prot_seq=proteins.fa \
 ```
 3. Combine predicitons with TSEBRA
 ```console
-./bin/tsebra.py -g braker1_fixed.gtf,braker2_fixed.gtf -c default.cfg \ 
+./bin/tsebra.py -g braker1_fixed.gtf,braker2_fixed.gtf -c default.cfg \
     -e braker1_out/hintsfile.gff,braker2_out/hintsfile.gff \
     -o braker1+2_combined.gtf
 ```
 The combined gene prediciton is ```braker1+2_combined.gtf```.
 
 ## Example
-A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly. 
+A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly.
 
 ## Renaming the transcripts from the TSEBRA output
-The IDs of the transcripts and genes in the TSEBRA output can be renamed such that the gene and transcript ID match. 
+The IDs of the transcripts and genes in the TSEBRA output can be renamed such that the gene and transcript ID match.
 Genes and transcript are numbered consecutively and for example, the second transcript of gene "g12" has the ID "g12.t2".
 If a prefix is set then it will be added before all IDs, for example, the transcript ID is "dmel_g12.t2" if the prefix is set to "dmel".
 Additionally, a translation can be produced that provides the mapping from old to new transcript IDs.
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M4%CfCqjCEG0H=re_5c6?

diff --git a/config/keep_ab_initio.cfg~ b/config/keep_ab_initio.cfg~
deleted file mode 100644
index e851ec6..0000000
--- a/config/keep_ab_initio.cfg~
+++ /dev/null
@@ -1,17 +0,0 @@
-# Weight for each hint source
-# Values have to be >= 0
-P 0.1
-E 10
-C 5
-M 1
-# Required fraction of supported introns or supported start/stop-codons for a transcript
-# Values have to be in [0,1]
-intron_support 0.75
-stasto_support 1
-# Allowed difference for each feature 
-# Values have to be in [0,1]
-e_1 0
-e_2 0.5
-# Values have to be >0
-e_3 25
-e_4 10

From 84270af1364fd518de2f7e93b7e40bf31bc745c0 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 7 Oct 2021 14:09:36 +0200
Subject: [PATCH 20/53] Update README.md

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index eb0c756..cd00984 100644
--- a/README.md
+++ b/README.md
@@ -46,18 +46,18 @@ The configuration file has to include three different sets of parameter:
 1. Weights for all sources of hints. The source of a hint is specified by the mandatory 'src=' attribute in the last column of the ```hintsfile.gff``` (see section 'Hint Files'). See section 'Transcript scores' in [TSEBRA](https://doi.org/10.1101/2021.06.07.447316) for more information on how these weigths are used.  
 A weight is set to 1, if the weight for a hint source is not specified in the configuration file.  
 
- * *Notes on adjusting these parameters: Increase the weight of the hint sources that have the highest quality. For example, if the protein database includes only species that are remotely related to the target species, the hints produced by BRAKER2 might be less accurate than the RNA-seq evidence. Then, you should increase the weight of the source related to the RNA-seq hints.*    
+   * *Notes on adjusting these parameters: Increase the weight of the hint sources that have the highest quality. For example, if the protein database includes only species that are remotely related to the target species, the hints produced by BRAKER2 might be less accurate than the RNA-seq evidence. Then, you should increase the weight of the source related to the RNA-seq hints.*    
 
 
 2. Required fractions of supported introns or supported start/stop-codons for a transcript. A transcript is not included in the TSEBRA result if the fractions of introns and start/stop codons supported by extrinsic evidence are lower than the thresholds.  
 
- * *Notes on adjusting these parameters: The low evidence support thresholds for low evidence support are quite strict in the default configuration file. In this configuration, only transcripts with very high evidence support are allowed in the TSBERA result. In some cases, the default setting might be too strict, so that too many transcripts are filtered out. In this case, you should reduce the threshold of 'intron_support' (e.g., to 0.2).*  
+   * *Notes on adjusting these parameters: The low evidence support thresholds for low evidence support are quite strict in the default configuration file. In this configuration, only transcripts with very high evidence support are allowed in the TSBERA result. In some cases, the default setting might be too strict, so that too many transcripts are filtered out. In this case, you should reduce the threshold of 'intron_support' (e.g., to 0.2).*  
 
 
 3. Allowed difference between two overlapping transcripts for the four transcript scores (see section 'Transcript scores' in [TSEBRA](https://doi.org/10.1101/2021.06.07.447316) for a definition of the different transcript scores and section 'Pairwise transcript comparison rule' for more information on how transcripts are compared). TSEBRA compares transcripts via their transcript scores and removes the one with the lower score if their difference exceeds the respective threshold.  
 Note that e_1, e_2 are fractions (e_1, e_2 &#x220A; [0,1]), and e_3, e_4 can be larger than 1 (e_3, e_4 &ge; 0).  
 
- * *Notes on adjusting these parameters: The higher the thresholds are set the less transcripts are filtered by the respective rule. With these thresholds one can adjust the effect of each filtering rule of TSEBRA. As these thresholds are increased, more transcripts are included in the TSEBRA result, in particular, more alternatively spliced isoforms per gene are contained in the result.*  
+   * *Notes on adjusting these parameters: The higher the thresholds are set the less transcripts are filtered by the respective rule. With these thresholds one can adjust the effect of each filtering rule of TSEBRA. As these thresholds are increased, more transcripts are included in the TSEBRA result, in particular, more alternatively spliced isoforms per gene are contained in the result.*  
 
 
 

From d263a209dcfd95b1a64976b04c41d528ceb9df9a Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Wed, 13 Oct 2021 13:14:24 +0200
Subject: [PATCH 21/53] fixed typo in example documentation

---
 example/run_tsebra_example.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/example/run_tsebra_example.sh b/example/run_tsebra_example.sh
index b8aab2a..402f79c 100755
--- a/example/run_tsebra_example.sh
+++ b/example/run_tsebra_example.sh
@@ -28,7 +28,7 @@ b2=$new_b2
 
 o=$d/braker1+2.gtf
 
-echo "*** Running PrEvCo ***\n"
+echo "*** Running TSEBRA ***\n"
 
 $c/../bin/tsebra.py -g $b1,$b2 -c $c/../config/default.cfg -e $h1,$h2 -o $o
 

From 48251b14193899d82cb5f4eb4849b68490c228b9 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 1 Nov 2021 14:49:57 +0100
Subject: [PATCH 22/53] fixed UTR format error

---
 bin/fix_gtf_ids.py | 1 +
 bin/genome_anno.py | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/bin/fix_gtf_ids.py b/bin/fix_gtf_ids.py
index 3be6abf..891bd7d 100755
--- a/bin/fix_gtf_ids.py
+++ b/bin/fix_gtf_ids.py
@@ -32,6 +32,7 @@ def main():
                 if line[2] in ['gene', 'transcript']:
                     continue
                 id_prefix = line[0] + line[6]
+                id_prefix = id_prefix.replace(' ', '')                
                 transcript_id = line[8].split('transcript_id "')[1].split('";')[0]
                 temp = line[8].split('transcript_id "')
                 line[8] = '{}transcript_id "{}_{}";{}'.format(temp[0], id_prefix, transcript_id, '";'.join(temp[1].split('";')[1:]))
diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index efbaf9c..74740ed 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -467,6 +467,6 @@ def write_anno(self, out_path):
                 (str) : path to the output file
         """
         with open(out_path, 'w+') as file:
-            out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
+            out_writer = csv.writer(file, delimiter='\t', quotechar = "|", lineterminator = '\n')
             for line in self.get_gtf():
                 out_writer.writerow(line)

From f350feba42c364aed20cfd205d552f7b40cddacf Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 1 Nov 2021 14:51:55 +0100
Subject: [PATCH 23/53] fixed UTR format error also in rename_gtf

---
 bin/rename_gtf.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/rename_gtf.py b/bin/rename_gtf.py
index 4160523..b45a31b 100755
--- a/bin/rename_gtf.py
+++ b/bin/rename_gtf.py
@@ -31,7 +31,7 @@ def main():
     anno.write_anno(args.out)
     if args.translation_tab:
         with open(args.translation_tab, 'w+') as file:
-            out_writer = csv.writer(file, delimiter='\t', quotechar = "'", lineterminator = '\n')
+            out_writer = csv.writer(file, delimiter='\t', quotechar = "|", lineterminator = '\n')
             for line in tx_tab:
                 out_writer.writerow(line)
 

From 64fe05e09eb7576a987d801fc2177c9686353ed7 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 8 Nov 2021 16:07:08 +0100
Subject: [PATCH 24/53] fixed empty spaces in gtf files

---
 bin/genome_anno.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 74740ed..4f4abae 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -261,6 +261,7 @@ def addGtf(self):
         with open (self.path, 'r') as file:
             file_lines = csv.reader(file, delimiter='\t')
             for line in file_lines:
+                line = [l.strip(' ') for l in line]
                 if line[0][0] ==  '#':
                     continue
                 line[3] = int(line[3])

From 336c380ed644de9558891ff7866507ac273947b7 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 26 Nov 2021 10:57:55 +0100
Subject: [PATCH 25/53] Update README.md

---
 README.md | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index cd00984..b2c161b 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # TSEBRA: Transcript Selector for BRAKER
 ### Introduction
-[TSEBRA](https://doi.org/10.1101/2021.06.07.447316) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
+[TSEBRA](https://doi.org/10.1186/s12859-021-04482-0) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
 
 ## Prerequisites
 Python 3.5.2 or higher is required.
@@ -131,8 +131,7 @@ The arguments ```--prefix``` and ```translation_tab``` are optional.
 All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).
 
 ## Citing TSEBRA
-Preprint:
-L. Gabriel, K. J. Hoff, T. Bruna, M. Borodovsky, M.Stanke. 2021. TSEBRA: "Transcript Selector for BRAKER." *bioRxiv* https://doi.org/10.1101/2021.06.07.447316
+Gabriel, L., Hoff, K.J., Brůna, T. *et al.* TSEBRA: transcript selector for BRAKER. *BMC Bioinformatics* **22**, 566 (2021). https://doi.org/10.1186/s12859-021-04482-0
 
 ## References
 <b id="ref1">[1]</b> Hoff, Katharina J, Simone Lange, Alexandre Lomsadze, Mark Borodovsky, and Mario Stanke. 2015. “BRAKER1: Unsupervised Rna-Seq-Based Genome Annotation with Genemark-et and Augustus.” *Bioinformatics* 32 (5). Oxford University Press: 767--69.[↑](#a1)

From 556df12562003492623e6e89c3c952b2bf0f4fe0 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 27 Jan 2022 19:01:23 +0100
Subject: [PATCH 26/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b2c161b..41eb516 100644
--- a/README.md
+++ b/README.md
@@ -95,7 +95,7 @@ braker.pl --genome=genome.fasta.masked --hints=rna_seq_hints.gff \
             --softmasking --species=species_name --workingdir=braker1_out
 ### BRAKER2
 braker.pl --genome=genome.fasta.masked --prot_seq=proteins.fa \
-    --softmasking --species=species_name --epmode --prg=ph \
+    --softmasking --species=species_name --epmode \
     --workingdir=braker2_out
 ```
 2. Make sure that the gene and transcript IDs of the gene prediction files are in order (this step is optional)

From 3780b7de399330d5723211e0e9d444682d446a16 Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 3 Feb 2022 09:33:11 +0100
Subject: [PATCH 27/53] Update README.md

---
 README.md | 33 ++++++++++++++++++++++-----------
 1 file changed, 22 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index 41eb516..b879aae 100644
--- a/README.md
+++ b/README.md
@@ -78,10 +78,17 @@ e_2 0.5
 e_3 25
 e_4 10
 ```
-
+Description of evidence sources in default BRAKER1 and BRAKER2 outputs:
+```
+E = RNA-seq hints
+M = manual hints, these are hints that are enforced during the prediction step of BRAKER,
+C = protein hints from proteins with a 'high' spliced alignment score.
+P = protein hints from proteins that have a 'good' spliced alignment score, 
+     but that is lower than the score from the ones in 'C'. 
+```
 
 ## Use Case
-The recommended and most common usage for TSEBRA is to combine the resulting ```braker.gtf``` files of a BRAKER1 and a BRAKER2 run using the hintsfile.gff from both working directories. However, TSEBRA can be applied to any number (>1) of gene predictions and hint files as long as they are in the correct format.
+The recommended and most common usage for TSEBRA is to combine the resulting ```augustus.hints.gtf``` files of a BRAKER1 and a BRAKER2 run using the hintsfile.gff from both working directories. However, TSEBRA can be applied to any number (>1) of gene predictions and hint files as long as they are in the correct format.
 
 A common case might be that a user wants to annotate a novel genome with BRAKER and has:
 * a novel genome with repeats masked: ```genome.fasta.masked```,
@@ -98,14 +105,9 @@ braker.pl --genome=genome.fasta.masked --prot_seq=proteins.fa \
     --softmasking --species=species_name --epmode \
     --workingdir=braker2_out
 ```
-2. Make sure that the gene and transcript IDs of the gene prediction files are in order (this step is optional)
-```console
-./bin/fix_gtf_ids.py --gtf braker1_out/braker.gtf --out braker1_fixed.gtf
-./bin/fix_gtf_ids.py --gtf braker2_out/braker.gtf --out braker2_fixed.gtf
-```
-3. Combine predicitons with TSEBRA
+2. Combine predicitons with TSEBRA
 ```console
-./bin/tsebra.py -g braker1_fixed.gtf,braker2_fixed.gtf -c default.cfg \
+./bin/tsebra.py -g braker1_out/augustus.hints.gtf,braker2_out/augustus.hints.gtf -c default.cfg \
     -e braker1_out/hintsfile.gff,braker2_out/hintsfile.gff \
     -o braker1+2_combined.gtf
 ```
@@ -114,7 +116,9 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 ## Example
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly.
 
-## Renaming the transcripts from the TSEBRA output
+## Other scripts in the TSEBRA repository
+
+### Renaming transcripts from a TSEBRA output
 The IDs of the transcripts and genes in the TSEBRA output can be renamed such that the gene and transcript ID match.
 Genes and transcript are numbered consecutively and for example, the second transcript of gene "g12" has the ID "g12.t2".
 If a prefix is set then it will be added before all IDs, for example, the transcript ID is "dmel_g12.t2" if the prefix is set to "dmel".
@@ -124,8 +128,15 @@ Example for renaming ```tsebra_result.gtf```:
 ```console
 ./bin/rename_gtf.py --gtf tsebra_result.gtf --prefix dmel --translation_tab translation.tab --out tsebra_result_renamed.gtf
 ```
-The arguments ```--prefix``` and ```translation_tab``` are optional.
+The arguments ```--prefix``` and ```--translation_tab``` are optional.
 
+### Fixing the formatting issue of `braker.gtf`
+A BRAKER run produces a second complete gene set named `braker.gtf`, besides the official output `augustus.hints.gtf`. The `braker.gtf` is the result of merging `augustus.hints.gtf` with some 'high-confidents' genes from the GeneMark prediction. However, the merging process leads to a formatting issue in `braker.gtf`. 
+A quick fix for this formatting issue is the script `fix_gtf_ids.py`, e.g.:
+```console
+./bin/fix_gtf_ids.py --gtf braker_out/braker.gtf --out braker1_fixed.gtf
+```
+Take note that the `braker.gtf` and `fix_gtf_ids.py` haven't been tested sufficently and there is no guarantee that this gene set is superior to `augustus.hints.gtf`.
 
 ## Licence
 All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).

From 957476d3adaac714e98b42c1af86c075534e29ab Mon Sep 17 00:00:00 2001
From: LarsGab <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 3 Feb 2022 09:57:57 +0100
Subject: [PATCH 28/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b879aae..71e32f1 100644
--- a/README.md
+++ b/README.md
@@ -122,7 +122,7 @@ A small example is located at ```example/```. Run ```./example/run_prevco_exampl
 The IDs of the transcripts and genes in the TSEBRA output can be renamed such that the gene and transcript ID match.
 Genes and transcript are numbered consecutively and for example, the second transcript of gene "g12" has the ID "g12.t2".
 If a prefix is set then it will be added before all IDs, for example, the transcript ID is "dmel_g12.t2" if the prefix is set to "dmel".
-Additionally, a translation can be produced that provides the mapping from old to new transcript IDs.
+Additionally, a translation table can be produced that provides the mapping from old to new transcript IDs.
 
 Example for renaming ```tsebra_result.gtf```:
 ```console

From 4c8a72dcac1da7c05c99e8ce21b1c64407ced9e9 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 11 Apr 2022 08:52:10 +0000
Subject: [PATCH 29/53] fixed bug finding correct gene clusters of overlapping
 transcripts

---
 bin/overlap_graph.py | 22 +++++++++++++++++++---
 1 file changed, 19 insertions(+), 3 deletions(-)

diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index ed6d2ed..5662348 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -68,6 +68,7 @@ def __init__(self, genome_anno_lst, para, verbose=0):
         self.anno = {}
 
         # list of connected graph components
+        self.component_index = 0
         self.component_list = []
 
         # subset of all transcripts that weren't removed by the transcript comparison rule
@@ -218,7 +219,7 @@ def connected_components(self):
         """
         visited = []
         self.component_list = []
-        component_index = 0
+        self.component_index = 0
         for key in list(self.nodes.keys()):
             component = [key]
             if key in visited:
@@ -233,9 +234,9 @@ def connected_components(self):
                 not_visited += new_nodes
                 component += new_nodes
             self.component_list.append(component)
-            component_index += 1
+            self.component_index += 1
             for node in component:
-                self.nodes[node].component_id = 'g_{}'.format(component_index)
+                self.nodes[node].component_id = 'g_{}'.format(self.component_index)
         return self.component_list
 
     def add_node_features(self, evi):
@@ -296,6 +297,21 @@ def decide_component(self, component):
                 if node_to_remove:
                     if node_to_remove in result:
                         result.remove(node_to_remove)
+        new_components = [[]]
+        visited = []
+        for k, n_id in enumerate(result):
+            if n_id not in visited:
+                if k > 0:
+                    self.component_index += 1
+                not_visited = [n_id]
+                while not_visited:
+                    n2_id = not_visited.pop()
+                    visited.append(n2_id)
+                    new_components[-1].append(n2_id)
+                    not_visited += [n for n in self.nodes[n2_id].edge_to if n in result and n not in not_visited + visited]                    
+                    if k > 0:
+                        print(not_visited, result)
+                        self.nodes[n2_id].component_id = f'g_{self.component_index}'
         return result
 
     def decide_graph(self):

From d992b1dff92caea8f7b494e66724a5d5f6bc304a Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Mon, 11 Apr 2022 09:20:38 +0000
Subject: [PATCH 30/53] removed print

---
 bin/overlap_graph.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 5662348..510f651 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -310,7 +310,6 @@ def decide_component(self, component):
                     new_components[-1].append(n2_id)
                     not_visited += [n for n in self.nodes[n2_id].edge_to if n in result and n not in not_visited + visited]                    
                     if k > 0:
-                        print(not_visited, result)
                         self.nodes[n2_id].component_id = f'g_{self.component_index}'
         return result
 

From 54e6844028d7a682469cc565a222a80cc5c88b22 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <>
Date: Mon, 2 May 2022 12:02:13 +0200
Subject: [PATCH 31/53] added keep_gtf option

---
 bin/overlap_graph.py | 21 +++++++++++++++------
 bin/tsebra.py        | 37 ++++++++++++++++++++++++++++++-------
 2 files changed, 45 insertions(+), 13 deletions(-)

diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 510f651..06d62c8 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -45,12 +45,13 @@ def __init__(self, a_id, t_id):
         self.edge_to = {}
         self.feature_vector = [None] * 4
         self.evi_support = False
+        self.enforce = False
 
 class Graph:
     """
         Overlap graph that can detect and filter overlapping transcripts.
     """
-    def __init__(self, genome_anno_lst, para, verbose=0):
+    def __init__(self, genome_anno_lst, para, keep_tx=[], verbose=0):
         """
             Args:
                 genome_anno_lst (list(Anno)): List of Anno class objects
@@ -85,6 +86,9 @@ def __init__(self, genome_anno_lst, para, verbose=0):
         # parameters for decision rule
         self.para = para
 
+        # list of transcript set names that are enforced
+        self.keep_tx = keep_tx
+
         # init annotations, check for duplicate ids
         self.init_anno(genome_anno_lst)
 
@@ -130,6 +134,7 @@ def build(self):
 
         for k in self.anno.keys():
             for tx in self.anno[k].get_transcript_list():
+                key = f'{tx.source_anno};{tx.id}'
                 if tx.chr not in tx_start_end.keys():
                     tx_start_end.update({tx.chr : []})
                     unique_tx_keys.update({tx.chr : {}})
@@ -142,14 +147,16 @@ def build(self):
                             check = True
                             break
                     if check:
+                        if tx.source_anno in self.keep_tx:
+                            self.nodes[f'{t.source_anno};{t.id}'].enforce = True
                         continue
                 else:
                     unique_tx_keys[tx.chr].update({unique_key : []})
                 unique_tx_keys[tx.chr][unique_key].append(tx)
-                key = '{};{}'.format(tx.source_anno, \
-                    tx.id)
                 self.nodes.update({key : Node(tx.source_anno, \
                     tx.id)})
+                if tx.source_anno in self.keep_tx:
+                    self.nodes[key].enforce = True
                 tx_start_end[tx.chr].append([key, tx.start, 0])
                 tx_start_end[tx.chr].append([key, tx.end, 1])
 
@@ -295,7 +302,8 @@ def decide_component(self, component):
             for e_id in self.nodes[node_id].edge_to.values():
                 node_to_remove = self.edges[e_id].node_to_remove
                 if node_to_remove:
-                    if node_to_remove in result:
+                    if node_to_remove in result and \
+                        not self.nodes[node_to_remove].enforce:
                         result.remove(node_to_remove)
         new_components = [[]]
         visited = []
@@ -308,7 +316,8 @@ def decide_component(self, component):
                     n2_id = not_visited.pop()
                     visited.append(n2_id)
                     new_components[-1].append(n2_id)
-                    not_visited += [n for n in self.nodes[n2_id].edge_to if n in result and n not in not_visited + visited]                    
+                    not_visited += [n for n in self.nodes[n2_id].edge_to \
+                        if n in result and n not in not_visited + visited]
                     if k > 0:
                         self.nodes[n2_id].component_id = f'g_{self.component_index}'
         return result
@@ -349,7 +358,7 @@ def get_decided_graph(self):
         for key in self.anno.keys():
             result.update({key : []})
         for node in self.decided_graph:
-            if self.nodes[node].evi_support:
+            if self.nodes[node].evi_support or self.nodes[node].enforce:
                 anno_id, tx_id = node.split(';')
                 result[anno_id].append([tx_id, self.nodes[node].component_id])
 
diff --git a/bin/tsebra.py b/bin/tsebra.py
index e41458b..0d69d0a 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -12,7 +12,11 @@
 class ConfigFileError(Exception):
     pass
 
+class GeneSetMissing(Exception):
+    pass
+
 gtf = []
+enforce_tx = []
 anno = []
 hintfiles = []
 graph = None
@@ -51,29 +55,39 @@ def main():
 
     # read gene prediciton files
     c = 1
+    keep = []
+
     for g in gtf:
         if not quiet:
-            sys.stderr.write('### READING GENE PREDICTION: [{}]\n'.format(g))
-        anno.append(Anno(g, 'anno{}'.format(c)))
+            sys.stderr.write(f'### READING GENE PREDICTION: [{g}]\n')
+        anno.append(Anno(g, f'anno{c}'))
+        anno[-1].addGtf()
+        anno[-1].norm_tx_format()
+        c += 1
+    for g in enforce_tx:
+        if not quiet:
+            sys.stderr.write(f'### READING GENE PREDICTION: [{g}]\n')
+        anno.append(Anno(g, f'anno{c}'))
         anno[-1].addGtf()
         anno[-1].norm_tx_format()
+        keep.append(f'anno{c}')
         c += 1
 
     # read hintfiles
     evi = Evidence()
     for h in hintfiles:
         if not quiet:
-            sys.stderr.write('### READING EXTRINSIC EVIDENCE: [{}]\n'.format(h))
+            sys.stderr.write(f'### READING EXTRINSIC EVIDENCE: [{h}]\n')
         evi.add_hintfile(h)
     for src in evi.src:
         if src not in parameter.keys():
-            sys.stderr.write('ConfigError: No weight for src={}, it is set to 1\n'.format(src))
+            sys.stderr.write(f'ConfigError: No weight for src={src}, it is set to 1\n')
             parameter.update({src : 1})
 
     # create graph with an edge for each unique transcript
     # and an edge if two transcripts overlap
     # two transcripts overlap if they share at least 3 adjacent protein coding nucleotides
-    graph = Graph(anno, para=parameter, verbose=v)
+    graph = Graph(anno, para=parameter, keep_tx=keep, verbose=v)
     if not quiet:
         sys.stderr.write('### BUILD OVERLAP GRAPH\n')
     graph.build()
@@ -127,9 +141,14 @@ def set_parameter(cfg_file):
                 parameter[line[0]] = float(line[1])
 
 def init(args):
-    global gtf, hintfiles, threads, hint_source_weight, out, v, quiet
+    global gtf, hintfiles, threads, hint_source_weight, out, enforce_tx, v, quiet
     if args.gtf:
         gtf = args.gtf.split(',')
+    if args.keep_gtf:
+        enforce_tx = args.keep_gtf.split(',')
+    if not args.keep_gtf and not args.gtf:
+        raise GeneSetMissing('At least one gene set has to be provided '\
+            + 'either with --gtf or --kepp_all!')
     if args.hintfiles:
         hintfiles = args.hintfiles.split(',')
     if args.cfg:
@@ -153,9 +172,13 @@ def parseCmd():
     parser = argparse.ArgumentParser(description='TSEBRA: Transcript Selector for BRAKER\n\n' \
         + 'TSEBRA combines gene predictions by selecing ' \
         + 'transcripts based on their extrisic evidence support.')
-    parser.add_argument('-g', '--gtf', type=str, required=True,
+    parser.add_argument('-g', '--gtf', type=str,
         help='List (separated by commas) of gene prediciton files in gtf.\n' \
             + '(e.g. gene_pred1.gtf,gene_pred2.gtf,gene_pred3.gtf)')
+    parser.add_argument('-k', '--keep_gtf', type=str,
+        help='List (separated by commas) of gene prediciton files in gtf.\n' \
+            + 'These gene sets are used the same way as other inputs, but TSEBRA '\
+            + 'ensures that all transcripts from these gene sets are included in the output.')
     parser.add_argument('-e', '--hintfiles', type=str, required=True,
         help='List (separated by commas) of files containing extrinsic evidence in gff.\n' \
             + '(e.g. hintsfile1.gff,hintsfile2.gtf,3.gtf)')

From b405f1460f3bc57ae3fb054ec9a1f477cec449cd Mon Sep 17 00:00:00 2001
From: Lars Gabriel <>
Date: Mon, 2 May 2022 12:16:31 +0200
Subject: [PATCH 32/53] removed tsebra to require hintfiles

---
 bin/tsebra.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/tsebra.py b/bin/tsebra.py
index 0d69d0a..6e8635a 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -179,7 +179,7 @@ def parseCmd():
         help='List (separated by commas) of gene prediciton files in gtf.\n' \
             + 'These gene sets are used the same way as other inputs, but TSEBRA '\
             + 'ensures that all transcripts from these gene sets are included in the output.')
-    parser.add_argument('-e', '--hintfiles', type=str, required=True,
+    parser.add_argument('-e', '--hintfiles', type=str,
         help='List (separated by commas) of files containing extrinsic evidence in gff.\n' \
             + '(e.g. hintsfile1.gff,hintsfile2.gtf,3.gtf)')
     parser.add_argument('-c', '--cfg', type=str, required=True,

From ec629e0c8c3aa1384cee0c0a411b4d879bd79f45 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <lgabriel23@gmx.de>
Date: Wed, 1 Jun 2022 14:56:48 +0200
Subject: [PATCH 33/53] fixed geneID bug

---
 bin/overlap_graph.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 06d62c8..483820b 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -305,6 +305,9 @@ def decide_component(self, component):
                     if node_to_remove in result and \
                         not self.nodes[node_to_remove].enforce:
                         result.remove(node_to_remove)
+            if node_id in result and not self.nodes[node_id].evi_support and \
+                not self.nodes[node_id].enforce:
+                result.remove(node_id)
         new_components = [[]]
         visited = []
         for k, n_id in enumerate(result):
@@ -335,7 +338,8 @@ def decide_graph(self):
         for component in self.component_list:
             if len(component) > 1:
                 self.decided_graph += self.decide_component(component)
-            else:
+            elif self.nodes[component[0]].evi_support \
+                or self.nodes[component[0]].enforce:
                 self.decided_graph += component
 
     def get_decided_graph(self):
@@ -358,9 +362,9 @@ def get_decided_graph(self):
         for key in self.anno.keys():
             result.update({key : []})
         for node in self.decided_graph:
-            if self.nodes[node].evi_support or self.nodes[node].enforce:
-                anno_id, tx_id = node.split(';')
-                result[anno_id].append([tx_id, self.nodes[node].component_id])
+            # if self.nodes[node].evi_support or self.nodes[node].enforce:
+            anno_id, tx_id = node.split(';')
+            result[anno_id].append([tx_id, self.nodes[node].component_id])
 
         if self.v > 0:
             print('NODES: {}'.format(len(self.nodes.keys())))

From df2fc93f0efa9ac0c378a1d4a1890fd8126994f6 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sat, 13 Aug 2022 09:57:49 +0200
Subject: [PATCH 34/53] Update tsebra.py

---
 bin/tsebra.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bin/tsebra.py b/bin/tsebra.py
index 6e8635a..eee03c3 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -182,7 +182,7 @@ def parseCmd():
     parser.add_argument('-e', '--hintfiles', type=str,
         help='List (separated by commas) of files containing extrinsic evidence in gff.\n' \
             + '(e.g. hintsfile1.gff,hintsfile2.gtf,3.gtf)')
-    parser.add_argument('-c', '--cfg', type=str, required=True,
+    parser.add_argument('-c', '--cfg', type=str,
         help='Configuration file that sets the parameter for TSEBRA. ' \
             + 'You can find the recommended parameter at config/default.cfg.')
     parser.add_argument('-o', '--out', type=str, required=True,

From 847e7aba010fc6eeb8ef36d5c074781a401d5b7d Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sun, 14 Aug 2022 15:57:47 +0200
Subject: [PATCH 35/53] Create .gitkeep

---
 docs/.gitkeep | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 docs/.gitkeep

diff --git a/docs/.gitkeep b/docs/.gitkeep
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/docs/.gitkeep
@@ -0,0 +1 @@
+

From eca3f7ca955bd42a3de2b0ca6f18217d14c58a2e Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sun, 14 Aug 2022 15:58:36 +0200
Subject: [PATCH 36/53] Add files via upload

---
 docs/TSEBRA_Logo.png | Bin 0 -> 703627 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 docs/TSEBRA_Logo.png

diff --git a/docs/TSEBRA_Logo.png b/docs/TSEBRA_Logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..340126e000742d44abfc824c9d09983751989cc7
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From 8c6e93435f5271c09ade2e3fe1384f15c17236b3 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sun, 14 Aug 2022 16:04:51 +0200
Subject: [PATCH 37/53] Add files via upload

---
 docs/TSEBRA_Logo.png | Bin 703627 -> 716282 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/TSEBRA_Logo.png b/docs/TSEBRA_Logo.png
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From 7a25c886b9a025b09080a3dee8f04a7a93f62906 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sun, 14 Aug 2022 16:05:28 +0200
Subject: [PATCH 38/53] Update README.md

---
 README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/README.md b/README.md
index 71e32f1..02015d6 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,9 @@
 # TSEBRA: Transcript Selector for BRAKER
+
+<p align="center">
+<img src="docs/TSEBRA_Logo.png" alt="drawing" width="700"/>
+</p>
+
 ### Introduction
 [TSEBRA](https://doi.org/10.1186/s12859-021-04482-0) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
 

From cf86504755e3111836d77b37446d43e4d599ab47 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Sun, 14 Aug 2022 18:24:11 +0200
Subject: [PATCH 39/53] Add files via upload

---
 docs/TSEBRA_Logo.png | Bin 716282 -> 720764 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/TSEBRA_Logo.png b/docs/TSEBRA_Logo.png
index d1843cdb6fccdbaedb3f9c58ca6775948e40bdb5..9ea4f37f5db83c5a863c5a6d589c77a29869d10e 100644
GIT binary patch
delta 23803
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From 238fa57a2b331b20d4f3a56a5bd1b1e9d51ebfef Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Wed, 26 Oct 2022 08:50:32 +0000
Subject: [PATCH 40/53] braker3 update

---
 bin/evidence.py      | 30 +++++++++-----
 bin/features.py      | 59 +++++++++++++++++++++++++--
 bin/genome_anno.py   | 33 ++++++++++++++-
 bin/overlap_graph.py | 97 +++++++++++++++++++++++++++++++++++++++-----
 config/braker3.cfg   | 19 +++++++++
 5 files changed, 212 insertions(+), 26 deletions(-)
 create mode 100644 config/braker3.cfg

diff --git a/bin/evidence.py b/bin/evidence.py
index 2959d1e..2e5ecdc 100644
--- a/bin/evidence.py
+++ b/bin/evidence.py
@@ -36,12 +36,10 @@ def __init__(self, line):
             self.src = attribute.split('src=')[1].split(';')[0]
         except IndexError:
             raise AttributeMissing('Source of Hint is missing in line {}.'.format(line))
-
-        self.mult = ''
+        self.score = float(self.score)
+        self.mult = 1
         if 'mult=' in attribute:
-            self.mult = attribute.split('mult=')[1].split(';')[0]
-        else:
-            self.mult= '1'
+            self.mult = int(attribute.split('mult=')[1].split(';')[0])       
 
         self.pri = ''
         if 'pri=' in attribute:
@@ -77,7 +75,8 @@ def __init__(self, path):
         # dictonary containing evidence
         # self.hints[chromosom_id] = [Hints()]
         self.hints = {}
-        self.src = set()
+        # dictionary with self.src[src] = sum_of_all_mults_of_hints_from_src
+        self.src = {}
         self.read_file(path)
 
     def read_file(self, path):
@@ -94,8 +93,13 @@ def read_file(self, path):
                 new_hint = Hint(line)
                 if not new_hint.chr in self.hints.keys():
                     self.hints.update({new_hint.chr : []})
-                self.hints[new_hint.chr].append(new_hint)
-                self.src.add(new_hint.src)
+                if (new_hint.src == 'E' and new_hint.score > 0) \
+                    or (new_hint.src == 'P' and new_hint.mult > 1) or\
+                    new_hint.src=='M' or new_hint.src=='C':
+                    self.hints[new_hint.chr].append(new_hint)
+                    if new_hint.src not in self.src:
+                        self.src.update({new_hint.src : 0})
+                    self.src[new_hint.src] += new_hint.mult
 
 class Evidence:
     """
@@ -105,7 +109,7 @@ class Evidence:
     def __init__(self):
         # hint_keys[chr][start_end_type_strand][src] = multiplicity
         self.hint_keys = {}
-        self.src = set()
+        self.src = {}
 
     def add_hintfile(self, path_to_hintfile):
         """
@@ -113,7 +117,10 @@ def add_hintfile(self, path_to_hintfile):
         """
         # read hintfile
         hintfile = Hintfile(path_to_hintfile)
-        self.src = self.src.union(hintfile.src)
+        for s in hintfile.src:
+            if s not in self.src:
+                self.src.update({s : 0})
+            self.src[s] += hintfile.src[s]
         for chr in hintfile.hints.keys():
             if chr not in self.hint_keys.keys():
                 self.hint_keys.update({chr : {}})
@@ -124,7 +131,8 @@ def add_hintfile(self, path_to_hintfile):
                     self.hint_keys[chr].update({new_key : {}})
                 if not hint.src in self.hint_keys[chr][new_key].keys():
                     self.hint_keys[chr][new_key].update({hint.src : 0})
-                self.hint_keys[chr][new_key][hint.src] += int(hint.mult)
+                self.hint_keys[chr][new_key][hint.src] += int(hint.mult)/self.src[hint.src]
+#                 print(hint.mult, self.hint_keys[chr][new_key][hint.src])
 
     def get_hint(self, chr, start, end, type, strand):
         if type == 'start_codon':
diff --git a/bin/features.py b/bin/features.py
index a28ba61..877ef52 100644
--- a/bin/features.py
+++ b/bin/features.py
@@ -4,6 +4,7 @@
 #
 # features.py: Handles the features for a transcript
 # ==============================================================
+import numpy as np
 
 class Node_features:
     """
@@ -19,6 +20,8 @@ def __init__(self, tx, evi, hint_source_weight={'P' : 0.1, 'E' : 10, 'C' : 5,  '
                 hint_source_weight (dict(int)): Weights for each evidence source.
         """
         self.sw = hint_source_weight
+        self.scores = []
+        self.epsi = 1e-20
         self.evi_list = {'intron' : [], 'start_codon' : [], 'stop_codon': []}
         self.numb_introns = 0
         self.__init_hints__(tx, evi)
@@ -30,6 +33,7 @@ def __init__(self, tx, evi, hint_source_weight={'P' : 0.1, 'E' : 10, 'C' : 5,  '
         # self.feature_vector[3] : sum of multiplicities of start/stop codon evidence for tx
         # self.feature_vector[4] : 1 if tx is from anno_pref, 0 otherwise
         self.feature_vector = self.create_feature_vec()
+        
 
     def __init_hints__(self, tx, evi):
         """
@@ -58,9 +62,12 @@ def create_feature_vec(self):
         """
         return [self.relative_support(['intron'], self.numb_introns), \
                 self.relative_support(['start_codon', 'stop_codon'], 2.0), \
+                self.mean_support(['intron'], self.numb_introns),
                 self.absolute_support(['intron']), \
-                self.absolute_support(['start_codon', 'stop_codon'])]
-
+                self.absolute_support(['start_codon', 'stop_codon']),\
+                self.min_support(['intron'], self.numb_introns)
+                ]
+        
     def relative_support(self, gene_feature_types, abs_numb):
         """
             Compute relative support of introns or start/stop-codons.
@@ -95,8 +102,54 @@ def absolute_support(self, gene_feature_types):
             for hint in self.evi_list[type]:
                 for src in hint.keys():
                     score += self.sw[src] * hint[src]
-        return score
+        return np.log(score + self.epsi)
+
+    def mean_support(self, gene_feature_types, abs_numb):
+        """
+            Compute absolute support of introns or start/stop-codons.
+
+            Args:
+                gene_feature_types (str): Either introns or start/stop-codons
+
+            Returns:
+                (float): Multiplicity*weight of supporting hints for gene_feature_types.
+        """
+        score = 0.0
+        if abs_numb > 0:
+            for type in gene_feature_types:
+                for hint in self.evi_list[type]:
+                    for src in hint.keys():
+                        score += self.sw[src] * hint[src]
+            return np.log((score / abs_numb)+self.epsi)
+        else:
+            return np.log(self.epsi)
+        
+    def min_support(self, gene_feature_types, abs_numb):
+        """
+            Compute absolute support of introns or start/stop-codons.
+
+            Args:
+                gene_feature_types (str): Either introns or start/stop-codons
 
+            Returns:
+                (float): Multiplicity*weight of supporting hints for gene_feature_types.
+        """
+        score = 0.0
+        for type in gene_feature_types:  
+            if len(self.evi_list[type]) < abs_numb:
+                return np.log(self.epsi)
+        if abs_numb > 0:
+            score = 10000000000000000000.0
+            for type in gene_feature_types:                
+                for hint in self.evi_list[type]: 
+                    new_score = 0
+                    for src in hint.keys():
+                        new_score += self.sw[src] * hint[src]
+                    score = np.minimum(score, new_score)            
+            return np.log(score+self.epsi)
+        else:
+            return np.log(self.epsi)
+    
     def get_features(self):
         """
             Returns:
diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 4f4abae..a39dff5 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -67,7 +67,38 @@ def add_line(self, line):
 
     def set_gene_id(self, new_gene_id):
         self.gene_id = new_gene_id
+        
+    def get_type_coords(self, type, frame=True):
+        """
+            Get the coordinates and reading frame of the coding regions
 
+            Returns:
+                (dict(list(list(int)))): Dictionary with list of CDS coords for
+                                        each each frame phase (0,1,2)
+        """
+        # returns dict of cds_coords[phase] = [start_coord, end_coord] of all CDS
+
+        if frame:
+            coords = {'0' : [], '1' : [], '2' : [], '.' : []}
+        else:
+            coords = []
+        if type == 'CDS' and type not in self.transcript_lines.keys():
+            type = 'exon'
+        if type not in self.transcript_lines.keys():
+            return coords
+        for line in self.transcript_lines[type]:
+            if frame:
+                coords[line[7]].append([line[3], line[4]])
+            else:
+                coords.append([line[3], line[4]])
+        if frame:
+            for k in coords.keys():
+                coords[k].sort(key=lambda c: (c[0],c[1]))
+        else:
+            coords.sort(key=lambda c: (c[0],c[1]))
+        return coords
+    
+    
     def get_cds_coords(self):
         """
             Get the coordinates and reading frame of the coding regions
@@ -470,4 +501,4 @@ def write_anno(self, out_path):
         with open(out_path, 'w+') as file:
             out_writer = csv.writer(file, delimiter='\t', quotechar = "|", lineterminator = '\n')
             for line in self.get_gtf():
-                out_writer.writerow(line)
+                out_writer.writerow(line)
\ No newline at end of file
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 483820b..a6d3873 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -8,6 +8,8 @@
 # Compare nodes with the 'decision rule'.
 # ==============================================================
 from features import Node_features
+import numpy as np
+
 
 class Edge:
     """
@@ -35,6 +37,7 @@ def __init__(self, a_id, t_id):
         """
         self.id = '{};{}'.format(a_id, t_id)
         self.transcript_id = t_id
+        self.is_in_ref_anno = 0.0
         # ID of original annotation/gene prediction
         self.anno_id = a_id
         # unique ID for a cluster of overlapping transcripts
@@ -46,6 +49,7 @@ def __init__(self, a_id, t_id):
         self.feature_vector = [None] * 4
         self.evi_support = False
         self.enforce = False
+        self.gene_sets = set()
 
 class Graph:
     """
@@ -67,6 +71,8 @@ def __init__(self, genome_anno_lst, para, keep_tx=[], verbose=0):
 
         # self.anno[annoid] = Anno()
         self.anno = {}
+        
+        self.max_features = np.zeros(6)
 
         # list of connected graph components
         self.component_index = 0
@@ -141,20 +147,22 @@ def build(self):
                 unique_key = '{}_{}_{}'.format(tx.start, tx.end, tx.strand)
                 if unique_key in unique_tx_keys[tx.chr].keys():
                     check = False
-                    coords = tx.get_cds_coords()
+                    coords = tx.get_type_coords('CDS')
                     for t in unique_tx_keys[tx.chr][unique_key]:
-                        if coords == t.get_cds_coords():
+                        if coords == t.get_type_coords('CDS'):
                             check = True
                             break
                     if check:
                         if tx.source_anno in self.keep_tx:
                             self.nodes[f'{t.source_anno};{t.id}'].enforce = True
+                        self.nodes[f'{t.source_anno};{t.id}'].gene_sets.add(t.source_anno)
                         continue
                 else:
                     unique_tx_keys[tx.chr].update({unique_key : []})
                 unique_tx_keys[tx.chr][unique_key].append(tx)
                 self.nodes.update({key : Node(tx.source_anno, \
                     tx.id)})
+                self.nodes[f'{tx.source_anno};{tx.id}'].gene_sets.add(tx.source_anno)
                 if tx.source_anno in self.keep_tx:
                     self.nodes[key].enforce = True
                 tx_start_end[tx.chr].append([key, tx.start, 0])
@@ -194,8 +202,8 @@ def compare_tx_cds(self, tx1, tx2):
         """
         if not tx1.strand == tx2.strand:
             return False
-        tx1_coords = tx1.get_cds_coords()
-        tx2_coords = tx2.get_cds_coords()
+        tx1_coords = tx1.get_type_coords('CDS')
+        tx2_coords = tx2.get_type_coords('CDS')
         for phase in ['0', '1', '2']:
             coords = []
             coords += tx1_coords[phase]
@@ -206,6 +214,39 @@ def compare_tx_cds(self, tx1, tx2):
                     return True
         return False
 
+    def add_reference_anno_label(self, ref_anno):
+        """
+            Sets the value of is_in_ref_anno for each node to 1
+            if the coding sequence of the corresponding transcript matches the
+            coding sequence of a transcript in the reference anno
+
+            Args:
+                ref_anno (Anno): Anno() obeject of reference annotation
+        """
+        def get_cds_keys(tx):
+            keys = [tx.chr, tx.strand] + [str(c[0]) + '_' + str(c[1]) \
+                for c in tx.get_type_coords('CDS', frame=False)]
+            return keys
+        ref_anno_keys = []
+        ref_anno_cds = []
+        for tx in ref_anno.transcripts.values():
+            cds_keys = get_cds_keys(tx)
+            ref_anno_cds += cds_keys
+            ref_anno_keys.append('_'.join(cds_keys))
+        ref_anno_cds = set(ref_anno_cds)
+        ref_anno_keys = set(ref_anno_keys)
+        
+        false_cds_keys = set([])
+        correct_cds_keys = set([])
+        numb_correct_tx = 0
+        for n in self.nodes:
+            self.nodes[n].is_in_ref_anno = 0.0
+            c_keys = get_cds_keys(self.__tx_from_key__(n))
+            if '_'.join(c_keys) in ref_anno_keys:
+                self.nodes[n].is_in_ref_anno = 1.0
+            
+
+
     def print_nodes(self):
         # prints all nodes of the graph (only used for development)
         for k in self.nodes.keys():
@@ -253,15 +294,33 @@ def add_node_features(self, evi):
             Args:
                 evi (Evidence): Evidence class object with all hints from any source.
         """
+        self.max_features = np.zeros(6, float)
+        all_features = []
         for key in self.nodes.keys():
             tx = self.__tx_from_key__(key)
             new_node_feature = Node_features(tx, evi, self.para)
-            self.nodes[key].feature_vector = new_node_feature.get_features()
+            self.nodes[key].feature_vector = np.array(new_node_feature.get_features())
+            self.max_features = np.maximum(self.nodes[key].feature_vector, 
+                                          self.max_features)
+            all_features.append(self.nodes[key].feature_vector)
+            
+                
+        std = np.std(np.array(all_features)[:,2:], axis=0)
+        mean = np.mean(np.array(all_features)[:,2:], axis=0)
+        for key in self.nodes.keys():
+            tx = self.__tx_from_key__(key)
+#             print(self.nodes[key].feature_vector, mean, std)
+            self.nodes[key].feature_vector[2:] -= mean
+            self.nodes[key].feature_vector[2:] /= std
+#             print(self.nodes[key].feature_vector, '\n\n')
             if self.nodes[key].feature_vector[0] >= self.para['intron_support'] \
                 or self.nodes[key].feature_vector[1] >= self.para['stasto_support']:
                 self.nodes[key].evi_support = True
+            if self.nodes[key].feature_vector[0] >= 0.9999 and \
+                self.nodes[key].feature_vector[1] == 1:
+                self.nodes[key].evi_support = True
 
-    def decide_edge(self, edge):
+    def decide_edge(self, edge, iter_range = range(0,6)):
         """
             Apply transcript comparison rule to two overlapping transcripts
 
@@ -273,15 +332,31 @@ def decide_edge(self, edge):
         """
         n1 = self.nodes[edge.node1]
         n2 = self.nodes[edge.node2]
-        for i in range(0,4):
+        tx1 = self.__tx_from_key__(n1.id)
+        tx2 = self.__tx_from_key__(n2.id)
+#         if (not n1.evi_support) or (not n2.evi_support):
+#             return None
+        
+        if len(tx1.transcript_lines['intron']) == 0 or \
+            len(tx2.transcript_lines['intron']) == 0:
+            iter_range = [1,3]
+        for i in iter_range:
             diff = n1.feature_vector[i] - n2.feature_vector[i]
             #print(diff)
-            if diff > self.para['e_{}'.format(i+1)]:
-                self.f[i].append(n2.id)
+            if diff > self.para[f'e_{i+1}']:
+#                 self.f[i].append(n2.id)
                 return n2.id
-            elif diff < (-1 * self.para['e_{}'.format(i+1)]):
-                self.f[i].append(n1.id)
+            elif diff < (-1 * self.para[f'e_{i+1}']):
+#                 self.f[i].append(n1.id)
+                return n1.id
+            
+        if len(tx1.transcript_lines['intron']) == 0 and \
+            len(tx2.transcript_lines['intron']) == 0:
+            if tx1.start >= tx2.start and tx1.end <= tx2.end:
                 return n1.id
+            elif tx1.start <= tx2.start and tx1.end >= tx2.end:
+                return n2.id
+        
         return None
 
     def decide_component(self, component):
diff --git a/config/braker3.cfg b/config/braker3.cfg
new file mode 100644
index 0000000..e0a9f2f
--- /dev/null
+++ b/config/braker3.cfg
@@ -0,0 +1,19 @@
+# Weight for each hint source
+# Values have to be >= 0
+P 1
+E 1
+C 1
+M 1
+# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0.97
+stasto_support 2
+# Allowed difference for each feature 
+# Values have to be in [0,1]
+e_1 0.072
+e_2 0.5
+# Values have to be >0
+e_3 0.096
+e_4 0.02
+e_5 0.18
+e_6 0.18

From 1432ff886c0ada04c900514196a8873930157da7 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Wed, 26 Oct 2022 08:54:46 +0000
Subject: [PATCH 41/53] add Logo

---
 README.md            |   5 +++++
 docs/TSEBRA_Logo.png | Bin 0 -> 720764 bytes
 2 files changed, 5 insertions(+)
 create mode 100644 docs/TSEBRA_Logo.png

diff --git a/README.md b/README.md
index 71e32f1..02015d6 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,9 @@
 # TSEBRA: Transcript Selector for BRAKER
+
+<p align="center">
+<img src="docs/TSEBRA_Logo.png" alt="drawing" width="700"/>
+</p>
+
 ### Introduction
 [TSEBRA](https://doi.org/10.1186/s12859-021-04482-0) is a combiner tool that selects transcripts from gene predictions based on the support by extrisic evidence in form of introns and start/stop codons. It was developed to combine BRAKER1<sup name="a1">[1](#ref1)</sup> and BRAKER2<sup name="a2">[2](#ref2)</sup> predicitons to increase their accuracies.
 
diff --git a/docs/TSEBRA_Logo.png b/docs/TSEBRA_Logo.png
new file mode 100644
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From 034745226e507358df11a77761bcf1a3e3c59158 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-b.maas>
Date: Fri, 18 Nov 2022 13:46:17 +0000
Subject: [PATCH 42/53] add script for getting longest isoform of all gene loci

---
 bin/genome_anno.py         |  34 ++++++++++++
 bin/get_longest_isoform.py | 108 +++++++++++++++++++++++++++++++++++++
 2 files changed, 142 insertions(+)
 create mode 100755 bin/get_longest_isoform.py

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 4f4abae..b4693c3 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -34,6 +34,7 @@ def __init__(self, id, gene_id, chr, source_anno, strand):
         self.source_anno = source_anno
         self.start = -1
         self.end = -1
+        self.cds_len = -1
         self.cds_coords = {}
         self.strand = strand
         self.source_method = ''
@@ -68,6 +69,39 @@ def add_line(self, line):
     def set_gene_id(self, new_gene_id):
         self.gene_id = new_gene_id
 
+    def get_cds_len(self):
+        if self.cds_len < 0:
+            self.cds_coords = sum([c[1] - c[0] + 1 for c in self.get_type_coords('CDS', False)])
+        return self.cds_coords
+        
+    def get_type_coords(self, type, frame=True):
+        """
+            Get the coordinates and reading frame of the coding regions
+            Returns:
+                (dict(list(list(int)))): Dictionary with list of CDS coords for
+                                        each each frame phase (0,1,2)
+        """
+        # returns dict of cds_coords[phase] = [start_coord, end_coord] of all CDS
+        if frame:
+            coords = {'0' : [], '1' : [], '2' : [], '.' : []}
+        else:
+            coords = []
+        if type == 'CDS' and type not in self.transcript_lines.keys():
+            type = 'exon'
+        if type not in self.transcript_lines.keys():
+            return coords
+        for line in self.transcript_lines[type]:
+            if frame:
+                coords[line[7]].append([line[3], line[4]])
+            else:
+                coords.append([line[3], line[4]])
+        if frame:
+            for k in coords.keys():
+                coords[k].sort(key=lambda c: (c[0],c[1]))
+        else:
+            coords.sort(key=lambda c: (c[0],c[1]))
+        return coords
+        
     def get_cds_coords(self):
         """
             Get the coordinates and reading frame of the coding regions
diff --git a/bin/get_longest_isoform.py b/bin/get_longest_isoform.py
new file mode 100755
index 0000000..fb00ec9
--- /dev/null
+++ b/bin/get_longest_isoform.py
@@ -0,0 +1,108 @@
+#!/usr/bin/env python3
+# ==============================================================
+# author: Lars Gabriel
+#
+# get_longest_isoform.py: combines gene sets into one that 
+#      consists only of the longest isoform from each gene loci
+# ==============================================================
+import argparse
+import sys
+import os
+import csv
+
+class ConfigFileError(Exception):
+    pass
+
+class GeneSetMissing(Exception):
+    pass
+
+gtf = []
+anno = []
+hintfiles = []
+graph = None
+out = ''
+v = 0
+quiet = False
+parameter = {'intron_support' : 0, 'stasto_support' : 0, \
+    'e_1' : 0, 'e_2' : 0, 'e_3' : 0, 'e_4' : 0}
+
+def main():
+    from genome_anno import Anno
+    from overlap_graph import Graph
+
+    global anno, graph, parameter
+
+    args = parseCmd()
+    init(args)
+
+    if v > 0:
+        print(gtf)
+
+    # read gene prediciton files
+    c = 1
+    for c, g in enumerate(gtf):
+        if not quiet:
+            sys.stderr.write(f'### READING GENE PREDICTION: [{g}]\n')
+        anno.append(Anno(g, f'anno{c+1}'))
+        anno[-1].addGtf()
+        anno[-1].norm_tx_format()
+
+    # create graph with an edge for each unique transcript
+    # and an edge if two transcripts overlap
+    # two transcripts overlap if they share at least 3 adjacent protein coding nucleotides
+    graph = Graph(anno, para=parameter, verbose=v)
+    if not quiet:
+        sys.stderr.write('### BUILD OVERLAP GRAPH\n')
+    graph.build()
+    
+    combined_anno = Anno('', 'combined_annotation')
+    # for each gene locus, choose the transcript with longes coding sequence
+    for i, comp in enumerate(graph.connected_components()):
+        tx_longest = sorted([graph.__tx_from_key__(n) for \
+                   n in comp], key=lambda t:t.get_cds_len())[-1]
+            a = sorted([graph.__tx_from_key__(n) for \
+                   n in comp], key=lambda t:t.get_cds_len())
+            print([k.get_cds_len() for k in a])
+        tx_longest.set_gene_id(f'g_{i+1}')
+        tx_longest.id = f'{tx_longest.source_anno}.{tx_longest.id}'
+        combined_anno.transcripts.update({tx_longest.id : tx_longest})    
+    combined_anno.find_genes()
+    combined_anno.write_anno(out)
+
+    if not quiet:
+        sys.stderr.write('### FINISHED\n\n')
+        sys.stderr.write('### The combined gene prediciton is located at {}.\n'.format(\
+            out))
+
+def init(args):
+    global gtf, out, v, quiet
+    if args.gtf:
+        gtf = args.gtf.split(',')    
+    if args.out:
+        out = args.out
+    if args.verbose:
+        v = args.verbose
+    if args.quiet:
+        quiet = True
+
+def parseCmd():
+    """Parse command line arguments
+
+    Returns:
+        dictionary: Dictionary with arguments
+    """
+    parser = argparse.ArgumentParser(description='Combine gene sets by choosing ' \
+                 'the isoform with the longes coding sequence for each gene locus.')
+    parser.add_argument('-g', '--gtf', type=str, required=True,
+        help='List (separated by commas) of gene prediciton files in gtf.\n' \
+            + '(e.g. gene_pred1.gtf,gene_pred2.gtf,gene_pred3.gtf)')
+    parser.add_argument('-o', '--out', type=str, required=True,
+        help='Outputfile for the combined gene prediciton in gtf.')
+    parser.add_argument('-q', '--quiet', action='store_true',
+        help='Quiet mode.')
+    parser.add_argument('-v', '--verbose', type=int,
+        help='')
+    return parser.parse_args()
+
+if __name__ == '__main__':
+    main()

From 64ecab051c7bb118aa70a34c0bf34ff500b6c87d Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 18 Nov 2022 14:54:22 +0100
Subject: [PATCH 43/53] Update README.md

---
 README.md | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/README.md b/README.md
index 02015d6..a04990c 100644
--- a/README.md
+++ b/README.md
@@ -143,6 +143,12 @@ A quick fix for this formatting issue is the script `fix_gtf_ids.py`, e.g.:
 ```
 Take note that the `braker.gtf` and `fix_gtf_ids.py` haven't been tested sufficently and there is no guarantee that this gene set is superior to `augustus.hints.gtf`.
 
+### Getting longest isoforms for each gene loci from different gene set
+Combines multiple gene sets and reports the transcript with the longest coding region for each cluster of overlapping transcripts (one transcript per gene loci), e.g.
+```console
+./bin/get_longest_isoform.py --gtf gene_set1.gtf,gene_set2.gtf --out longest_insoforms.gtf
+```
+
 ## Licence
 All source code, i.e. `bin/*.py` are under the [Artistic License](bin/LICENSE.txt) (see <https://opensource.org/licenses/Artistic-2.0>).
 

From 0e6c9bfbae8548e7ce91f832953a164ba1266307 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Tue, 22 Nov 2022 09:39:24 +0000
Subject: [PATCH 44/53] fixed get_longest_isoform.py

---
 bin/get_longest_isoform.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/bin/get_longest_isoform.py b/bin/get_longest_isoform.py
index fb00ec9..bac067a 100755
--- a/bin/get_longest_isoform.py
+++ b/bin/get_longest_isoform.py
@@ -57,12 +57,11 @@ def main():
     
     combined_anno = Anno('', 'combined_annotation')
     # for each gene locus, choose the transcript with longes coding sequence
+    if not quiet:
+        sys.stderr.write('### CHOOSE LONGEST ISOFORM FOR EACH GENE\n')
     for i, comp in enumerate(graph.connected_components()):
         tx_longest = sorted([graph.__tx_from_key__(n) for \
                    n in comp], key=lambda t:t.get_cds_len())[-1]
-            a = sorted([graph.__tx_from_key__(n) for \
-                   n in comp], key=lambda t:t.get_cds_len())
-            print([k.get_cds_len() for k in a])
         tx_longest.set_gene_id(f'g_{i+1}')
         tx_longest.id = f'{tx_longest.source_anno}.{tx_longest.id}'
         combined_anno.transcripts.update({tx_longest.id : tx_longest})    

From 2571d015df7ec930b1f45d88e52a1f0746a82eae Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Thu, 1 Dec 2022 09:06:17 +0100
Subject: [PATCH 45/53] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index a04990c..56eaa0c 100644
--- a/README.md
+++ b/README.md
@@ -143,7 +143,7 @@ A quick fix for this formatting issue is the script `fix_gtf_ids.py`, e.g.:
 ```
 Take note that the `braker.gtf` and `fix_gtf_ids.py` haven't been tested sufficently and there is no guarantee that this gene set is superior to `augustus.hints.gtf`.
 
-### Getting longest isoforms for each gene loci from different gene set
+### Getting the longest isoform of each gene loci from different gene sets
 Combines multiple gene sets and reports the transcript with the longest coding region for each cluster of overlapping transcripts (one transcript per gene loci), e.g.
 ```console
 ./bin/get_longest_isoform.py --gtf gene_set1.gtf,gene_set2.gtf --out longest_insoforms.gtf

From 3abd25dd658bf11a7fa43fcbadcc9171353f726c Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Wed, 14 Dec 2022 12:52:18 +0100
Subject: [PATCH 46/53] Update default.cfg

---
 config/default.cfg | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/config/default.cfg b/config/default.cfg
index e851ec6..884aedd 100644
--- a/config/default.cfg
+++ b/config/default.cfg
@@ -4,7 +4,8 @@ P 0.1
 E 10
 C 5
 M 1
-# Required fraction of supported introns or supported start/stop-codons for a transcript
+# Required fraction of supported introns 
+# or supported start/stop-codons for a transcript
 # Values have to be in [0,1]
 intron_support 0.75
 stasto_support 1

From 4d0804a27a14c3a5759c13b24d96222636691498 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-b.maas>
Date: Wed, 11 Jan 2023 12:39:28 +0000
Subject: [PATCH 47/53] changed default parameter

---
 config/default.cfg | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/config/default.cfg b/config/default.cfg
index e851ec6..e0a9f2f 100644
--- a/config/default.cfg
+++ b/config/default.cfg
@@ -1,17 +1,19 @@
 # Weight for each hint source
 # Values have to be >= 0
-P 0.1
-E 10
-C 5
+P 1
+E 1
+C 1
 M 1
 # Required fraction of supported introns or supported start/stop-codons for a transcript
 # Values have to be in [0,1]
-intron_support 0.75
-stasto_support 1
+intron_support 0.97
+stasto_support 2
 # Allowed difference for each feature 
 # Values have to be in [0,1]
-e_1 0
+e_1 0.072
 e_2 0.5
 # Values have to be >0
-e_3 25
-e_4 10
+e_3 0.096
+e_4 0.02
+e_5 0.18
+e_6 0.18

From 70679469a39a82b7ae79dbb46cc4d88056bf6189 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Tue, 31 Jan 2023 12:57:46 +0000
Subject: [PATCH 48/53] changed default parameters, added options --score_tab,
 --filter_single_exon_genes

---
 README.md            | 36 ++++++++++++++--------
 bin/overlap_graph.py | 73 ++++++++++++++++++++++----------------------
 bin/tsebra.py        | 39 ++++++++++++++++++++---
 config/braker3.cfg   |  1 -
 config/default.cfg   |  9 +++---
 5 files changed, 99 insertions(+), 59 deletions(-)

diff --git a/README.md b/README.md
index 56eaa0c..1837cb3 100644
--- a/README.md
+++ b/README.md
@@ -59,8 +59,8 @@ A weight is set to 1, if the weight for a hint source is not specified in the co
    * *Notes on adjusting these parameters: The low evidence support thresholds for low evidence support are quite strict in the default configuration file. In this configuration, only transcripts with very high evidence support are allowed in the TSBERA result. In some cases, the default setting might be too strict, so that too many transcripts are filtered out. In this case, you should reduce the threshold of 'intron_support' (e.g., to 0.2).*  
 
 
-3. Allowed difference between two overlapping transcripts for the four transcript scores (see section 'Transcript scores' in [TSEBRA](https://doi.org/10.1101/2021.06.07.447316) for a definition of the different transcript scores and section 'Pairwise transcript comparison rule' for more information on how transcripts are compared). TSEBRA compares transcripts via their transcript scores and removes the one with the lower score if their difference exceeds the respective threshold.  
-Note that e_1, e_2 are fractions (e_1, e_2 &#x220A; [0,1]), and e_3, e_4 can be larger than 1 (e_3, e_4 &ge; 0).  
+3. Allowed difference between two overlapping transcripts for the six transcript scores. TSEBRA compares transcripts via their transcript scores and removes the one with the lower score if their difference exceeds the respective threshold.  
+Note that it is recommended to choose thesholds between [0,2], since the transcript scores are normalized to [-1,1]. 
 
    * *Notes on adjusting these parameters: The higher the thresholds are set the less transcripts are filtered by the respective rule. With these thresholds one can adjust the effect of each filtering rule of TSEBRA. As these thresholds are increased, more transcripts are included in the TSEBRA result, in particular, more alternatively spliced isoforms per gene are contained in the result.*  
 
@@ -69,19 +69,25 @@ Note that e_1, e_2 are fractions (e_1, e_2 &#x220A; [0,1]), and e_3, e_4 can be
 The name and the value of a parameter are separated by a space, and each parameter is listed in a different line.  
 Example:
 ```console
-# src weights
-P 0.1
-E 10
-C 5
+# Weight for each hint source
+# Values have to be >= 0
+P 1
+E 1
+C 1
 M 1
-# Low evidence support
-intron_support 0.75
+# Required fraction of supported introns 
+# or supported start/stop-codons for a transcript
+# Values have to be in [0,1]
+intron_support 0.8
 stasto_support 1
-# Feature differences
-e_1 0
+# Allowed difference for each feature 
+# Values have to be in [0,2]
+e_1 0.0
 e_2 0.5
-e_3 25
-e_4 10
+e_3 0.096
+e_4 0.02
+e_5 0.18
+e_6 0.18
 ```
 Description of evidence sources in default BRAKER1 and BRAKER2 outputs:
 ```
@@ -121,6 +127,12 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 ## Example
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly.
 
+## Filter single-exon genes out
+In default mode, TSEBRA is conservative in filtering single exon genes out. In some cases BRAKER predicts a lot of false positive single exon genes. In these cases, it is recommended to run TSBERA using the `--filter_single_exon_genes`. In this mode, TSBERA filters additonally all single-exon genes out that have no support by a start or stop codon hint. 
+
+## Print transcript scores
+The transcript scores play a very improtant role in TSEBRA. These are used for pairwise comparison of all transcripts isoforms that have overlapping coding regions. You can print the scores as table to a file with the option `--score_tab /path/to/output/file.tab`.
+
 ## Other scripts in the TSEBRA repository
 
 ### Renaming transcripts from a TSEBRA output
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index a6d3873..fb5b870 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -55,7 +55,7 @@ class Graph:
     """
         Overlap graph that can detect and filter overlapping transcripts.
     """
-    def __init__(self, genome_anno_lst, para, keep_tx=[], verbose=0):
+    def __init__(self, genome_anno_lst, para, keep_tx=[], filter_single=False, verbose=0):
         """
             Args:
                 genome_anno_lst (list(Anno)): List of Anno class objects
@@ -77,7 +77,7 @@ def __init__(self, genome_anno_lst, para, keep_tx=[], verbose=0):
         # list of connected graph components
         self.component_index = 0
         self.component_list = []
-
+        
         # subset of all transcripts that weren't removed by the transcript comparison rule
         self.decided_graph = []
 
@@ -97,6 +97,9 @@ def __init__(self, genome_anno_lst, para, keep_tx=[], verbose=0):
 
         # init annotations, check for duplicate ids
         self.init_anno(genome_anno_lst)
+        
+        # filter single exon genes
+        self.filter_single = filter_single
 
     def init_anno(self, genome_anno_lst):
         # make sure that the genome_anno ids are unique
@@ -234,8 +237,7 @@ def get_cds_keys(tx):
             ref_anno_cds += cds_keys
             ref_anno_keys.append('_'.join(cds_keys))
         ref_anno_cds = set(ref_anno_cds)
-        ref_anno_keys = set(ref_anno_keys)
-        
+        ref_anno_keys = set(ref_anno_keys)        
         false_cds_keys = set([])
         correct_cds_keys = set([])
         numb_correct_tx = 0
@@ -244,8 +246,6 @@ def get_cds_keys(tx):
             c_keys = get_cds_keys(self.__tx_from_key__(n))
             if '_'.join(c_keys) in ref_anno_keys:
                 self.nodes[n].is_in_ref_anno = 1.0
-            
-
 
     def print_nodes(self):
         # prints all nodes of the graph (only used for development)
@@ -302,23 +302,21 @@ def add_node_features(self, evi):
             self.nodes[key].feature_vector = np.array(new_node_feature.get_features())
             self.max_features = np.maximum(self.nodes[key].feature_vector, 
                                           self.max_features)
-            all_features.append(self.nodes[key].feature_vector)
-            
+            all_features.append(self.nodes[key].feature_vector)            
                 
         std = np.std(np.array(all_features)[:,2:], axis=0)
         mean = np.mean(np.array(all_features)[:,2:], axis=0)
         for key in self.nodes.keys():
             tx = self.__tx_from_key__(key)
-#             print(self.nodes[key].feature_vector, mean, std)
             self.nodes[key].feature_vector[2:] -= mean
             self.nodes[key].feature_vector[2:] /= std
-#             print(self.nodes[key].feature_vector, '\n\n')
             if self.nodes[key].feature_vector[0] >= self.para['intron_support'] \
                 or self.nodes[key].feature_vector[1] >= self.para['stasto_support']:
                 self.nodes[key].evi_support = True
-            if self.nodes[key].feature_vector[0] >= 0.9999 and \
-                self.nodes[key].feature_vector[1] == 1:
-                self.nodes[key].evi_support = True
+            if self.filter_single:
+                if len(tx.transcript_lines['intron']) == 0 and \
+                    self.nodes[key].feature_vector[1] == 0:
+                    self.nodes[key].evi_support = False
 
     def decide_edge(self, edge, iter_range = range(0,6)):
         """
@@ -330,33 +328,34 @@ def decide_edge(self, edge, iter_range = range(0,6)):
             Returns:
                 (str): node ID of the transcript that is marked for removal
         """
+        
         n1 = self.nodes[edge.node1]
         n2 = self.nodes[edge.node2]
-        tx1 = self.__tx_from_key__(n1.id)
-        tx2 = self.__tx_from_key__(n2.id)
-#         if (not n1.evi_support) or (not n2.evi_support):
-#             return None
-        
-        if len(tx1.transcript_lines['intron']) == 0 or \
-            len(tx2.transcript_lines['intron']) == 0:
-            iter_range = [1,3]
-        for i in iter_range:
-            diff = n1.feature_vector[i] - n2.feature_vector[i]
-            #print(diff)
-            if diff > self.para[f'e_{i+1}']:
-#                 self.f[i].append(n2.id)
-                return n2.id
-            elif diff < (-1 * self.para[f'e_{i+1}']):
-#                 self.f[i].append(n1.id)
-                return n1.id
+        if n1.evi_support and n2.evi_support:
+            tx1 = self.__tx_from_key__(n1.id)
+            tx2 = self.__tx_from_key__(n2.id)
+    #         if (not n1.evi_support) or (not n2.evi_support):
+    #             return None
             
-        if len(tx1.transcript_lines['intron']) == 0 and \
-            len(tx2.transcript_lines['intron']) == 0:
-            if tx1.start >= tx2.start and tx1.end <= tx2.end:
-                return n1.id
-            elif tx1.start <= tx2.start and tx1.end >= tx2.end:
-                return n2.id
-        
+            if len(tx1.transcript_lines['intron']) == 0 or \
+                len(tx2.transcript_lines['intron']) == 0:
+                iter_range = [1,3]
+            for i in iter_range:
+                diff = n1.feature_vector[i] - n2.feature_vector[i]
+                #print(diff)
+                if diff > self.para[f'e_{i+1}']:
+    #                 self.f[i].append(n2.id)
+                    return n2.id
+                elif diff < (-1 * self.para[f'e_{i+1}']):
+    #                 self.f[i].append(n1.id)
+                    return n1.id
+                
+            if len(tx1.transcript_lines['intron']) == 0 and \
+                len(tx2.transcript_lines['intron']) == 0:
+                if tx1.start >= tx2.start and tx1.end <= tx2.end:
+                    return n1.id
+                elif tx1.start <= tx2.start and tx1.end >= tx2.end:
+                    return n2.id        
         return None
 
     def decide_component(self, component):
diff --git a/bin/tsebra.py b/bin/tsebra.py
index eee03c3..2dc4f0d 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -23,6 +23,8 @@ class GeneSetMissing(Exception):
 out = ''
 v = 0
 quiet = False
+filter_sing_exon = False
+scores_tab = ''
 parameter = {'intron_support' : 0, 'stasto_support' : 0, \
     'e_1' : 0, 'e_2' : 0, 'e_3' : 0, 'e_4' : 0}
 
@@ -87,7 +89,7 @@ def main():
     # create graph with an edge for each unique transcript
     # and an edge if two transcripts overlap
     # two transcripts overlap if they share at least 3 adjacent protein coding nucleotides
-    graph = Graph(anno, para=parameter, keep_tx=keep, verbose=v)
+    graph = Graph(anno, para=parameter, keep_tx=keep, filter_single=filter_sing_exon, verbose=v)
     if not quiet:
         sys.stderr.write('### BUILD OVERLAP GRAPH\n')
     graph.build()
@@ -119,6 +121,14 @@ def main():
     combined_anno.find_genes()
     combined_anno.write_anno(out)
 
+    if scores_tab:
+        if not quiet:
+            sys.stderr.write('### WRITE TRANSCRIPT SCORES\n')
+        tab_out = [['### TX_ID','intron_support', 'stasto_support', 's1', 's2', 's3', 's4']]
+        for node in graph.nodes.values():
+            tab_out += [[node.id] + list(node.feature_vector)]
+        write_csv(scores_tab, tab_out)
+
     if not quiet:
         sys.stderr.write('### FINISHED\n\n')
         sys.stderr.write('### The combined gene prediciton is located at {}.\n'.format(\
@@ -126,7 +136,7 @@ def main():
 
 def set_parameter(cfg_file):
     """
-        read parameters from the cfg file and store them in parameter.
+        Read parameters from the cfg file and store them in parameter.
 
         Args:
             cfg_file (str): Path to configuration file.
@@ -140,8 +150,20 @@ def set_parameter(cfg_file):
                     parameter.update({line[0] : None})
                 parameter[line[0]] = float(line[1])
 
+def write_csv(out_path, tab):
+    """
+        Write table to out_path.
+        Args:
+            (str) : path to the output file
+            (list) : table  
+    """
+    with open(out_path, 'w+') as file:
+        out_writer = csv.writer(file, delimiter='\t', quotechar = "|", lineterminator = '\n')
+        for line in tab:
+            out_writer.writerow(line)
+
 def init(args):
-    global gtf, hintfiles, threads, hint_source_weight, out, enforce_tx, v, quiet
+    global gtf, hintfiles, threads, hint_source_weight, out, enforce_tx, v, scores_tab, filter_sing_exon, quiet
     if args.gtf:
         gtf = args.gtf.split(',')
     if args.keep_gtf:
@@ -156,6 +178,10 @@ def init(args):
     else:
         cfg_file = os.path.dirname(os.path.realpath(__file__)) + '/../config/default.cfg'
     set_parameter(cfg_file)
+    if args.score_tab:
+        scores_tab = args.score_tab
+    if args.filter_single_exon_genes:
+        filter_sing_exon = args.filter_single_exon_genes
     if args.out:
         out = args.out
     if args.verbose:
@@ -185,6 +211,11 @@ def parseCmd():
     parser.add_argument('-c', '--cfg', type=str,
         help='Configuration file that sets the parameter for TSEBRA. ' \
             + 'You can find the recommended parameter at config/default.cfg.')
+    parser.add_argument('--filter_single_exon_genes', action='store_true',
+        help='Filter out all single-exon genes out that are not' \
+            + ' supported by at least one start- or stop-codon hint.')
+    parser.add_argument('-s', '--score_tab', type=str,
+        help='Prints the transcript scores as a table to the specified file.')
     parser.add_argument('-o', '--out', type=str, required=True,
         help='Outputfile for the combined gene prediciton in gtf.')
     parser.add_argument('-q', '--quiet', action='store_true',
@@ -194,4 +225,4 @@ def parseCmd():
     return parser.parse_args()
 
 if __name__ == '__main__':
-    main()
+    main()
\ No newline at end of file
diff --git a/config/braker3.cfg b/config/braker3.cfg
index e0a9f2f..3fdc7c1 100644
--- a/config/braker3.cfg
+++ b/config/braker3.cfg
@@ -12,7 +12,6 @@ stasto_support 2
 # Values have to be in [0,1]
 e_1 0.072
 e_2 0.5
-# Values have to be >0
 e_3 0.096
 e_4 0.02
 e_5 0.18
diff --git a/config/default.cfg b/config/default.cfg
index d61ae3b..9812f6f 100644
--- a/config/default.cfg
+++ b/config/default.cfg
@@ -7,13 +7,12 @@ M 1
 # Required fraction of supported introns 
 # or supported start/stop-codons for a transcript
 # Values have to be in [0,1]
-intron_support 0.97
-stasto_support 2
+intron_support 0.8
+stasto_support 1
 # Allowed difference for each feature 
-# Values have to be in [0,1]
-e_1 0.072
+# Values have to be in [0,2]
+e_1 0.0
 e_2 0.5
-# Values have to be >0
 e_3 0.096
 e_4 0.02
 e_5 0.18

From 10e804d5ac21bf0790863e75b9aeff9283385402 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Mon, 20 Feb 2023 14:44:30 +0000
Subject: [PATCH 49/53] added option to ignore tx phase while detecting
 overlapping transcripts

---
 bin/genome_anno.py   |  5 ++++-
 bin/overlap_graph.py | 30 +++++++++++++++++-------------
 bin/tsebra.py        | 15 +++++++++++----
 3 files changed, 32 insertions(+), 18 deletions(-)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index bfb013a..1c23402 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -73,7 +73,7 @@ def get_type_coords(self, type, frame=True):
         """
             Get the coordinates and reading frame of the coding regions
             Returns:
-                (dict(list(list(int)))): Dictionary with list of CDS coords for
+                (dict(list(list(int)))): Dictionary with list of type coords for
                                         each each frame phase (0,1,2)
         """
         # returns dict of cds_coords[phase] = [start_coord, end_coord] of all CDS
@@ -93,6 +93,9 @@ def get_type_coords(self, type, frame=True):
         if frame:
             for k in coords.keys():
                 coords[k].sort(key=lambda c: (c[0],c[1]))
+            if type == 'CDS':
+                coords['0'] += coords['.']
+                del coords['.']
         else:
             coords.sort(key=lambda c: (c[0],c[1]))
         return coords
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index fb5b870..b98fff4 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -10,7 +10,6 @@
 from features import Node_features
 import numpy as np
 
-
 class Edge:
     """
         Class handling an edge in the overlap graph.
@@ -55,7 +54,7 @@ class Graph:
     """
         Overlap graph that can detect and filter overlapping transcripts.
     """
-    def __init__(self, genome_anno_lst, para, keep_tx=[], filter_single=False, verbose=0):
+    def __init__(self, genome_anno_lst, para, keep_tx=[], filter_single=False, ignore_phase=False, verbose=0):
         """
             Args:
                 genome_anno_lst (list(Anno)): List of Anno class objects
@@ -100,6 +99,7 @@ def __init__(self, genome_anno_lst, para, keep_tx=[], filter_single=False, verbo
         
         # filter single exon genes
         self.filter_single = filter_single
+        self.ignore_phase = ignore_phase
 
     def init_anno(self, genome_anno_lst):
         # make sure that the genome_anno ids are unique
@@ -205,16 +205,21 @@ def compare_tx_cds(self, tx1, tx2):
         """
         if not tx1.strand == tx2.strand:
             return False
-        tx1_coords = tx1.get_type_coords('CDS')
-        tx2_coords = tx2.get_type_coords('CDS')
-        for phase in ['0', '1', '2']:
-            coords = []
-            coords += tx1_coords[phase]
-            coords += tx2_coords[phase]
-            coords = sorted(coords, key=lambda c:c[0])
-            for i in range(1, len(coords)):
-                if coords[i-1][1] - coords[i][0] > 1:
+        coords = []
+        coords += [c + [int(phase)] for phase, coord_phase in tx1.get_type_coords('CDS').items() for c in coord_phase]
+        coords += [c + [int(phase)] for phase, coord_phase in tx2.get_type_coords('CDS').items() for c in coord_phase]
+        coords = sorted(coords, key = lambda x: x[0])
+        
+        for i in range(1, len(coords)):
+            if coords[i-1][1] - coords[i][0] > 0:       
+                if self.ignore_phase:
+                    return True
+                elif tx1.strand == '+' and \
+                    abs(coords[i-1][0]-coords[i-1][2]-coords[i][0]+coords[i][2])%3 == 0:
                     return True
+                elif abs(coords[i-1][1]+coords[i-1][2]-coords[i][1]-coords[i][2])%3 == 0:
+                    return True
+                print(coords, coords[i-1], coords[i], tx1.strand)
         return False
 
     def add_reference_anno_label(self, ref_anno):
@@ -339,7 +344,7 @@ def decide_edge(self, edge, iter_range = range(0,6)):
             
             if len(tx1.transcript_lines['intron']) == 0 or \
                 len(tx2.transcript_lines['intron']) == 0:
-                iter_range = [1,3]
+                iter_range = [1,4]
             for i in iter_range:
                 diff = n1.feature_vector[i] - n2.feature_vector[i]
                 #print(diff)
@@ -427,7 +432,6 @@ def get_decided_graph(self):
                 (dict(list(list(str))): Dictionary with transcript IDs and new
                 gene IDs of all transcripts included in the combined gene prediciton
                 for all input annotations
-
         """
         if not self.decided_graph:
             self.decide_graph()
diff --git a/bin/tsebra.py b/bin/tsebra.py
index 2dc4f0d..40da292 100755
--- a/bin/tsebra.py
+++ b/bin/tsebra.py
@@ -24,6 +24,7 @@ class GeneSetMissing(Exception):
 v = 0
 quiet = False
 filter_sing_exon = False
+ignore_tx_phase = False
 scores_tab = ''
 parameter = {'intron_support' : 0, 'stasto_support' : 0, \
     'e_1' : 0, 'e_2' : 0, 'e_3' : 0, 'e_4' : 0}
@@ -58,7 +59,7 @@ def main():
     # read gene prediciton files
     c = 1
     keep = []
-
+    
     for g in gtf:
         if not quiet:
             sys.stderr.write(f'### READING GENE PREDICTION: [{g}]\n')
@@ -74,7 +75,7 @@ def main():
         anno[-1].norm_tx_format()
         keep.append(f'anno{c}')
         c += 1
-
+    
     # read hintfiles
     evi = Evidence()
     for h in hintfiles:
@@ -89,7 +90,8 @@ def main():
     # create graph with an edge for each unique transcript
     # and an edge if two transcripts overlap
     # two transcripts overlap if they share at least 3 adjacent protein coding nucleotides
-    graph = Graph(anno, para=parameter, keep_tx=keep, filter_single=filter_sing_exon, verbose=v)
+    
+    graph = Graph(anno, para=parameter, keep_tx=keep, filter_single=filter_sing_exon, ignore_phase=ignore_tx_phase, verbose=v)
     if not quiet:
         sys.stderr.write('### BUILD OVERLAP GRAPH\n')
     graph.build()
@@ -163,7 +165,7 @@ def write_csv(out_path, tab):
             out_writer.writerow(line)
 
 def init(args):
-    global gtf, hintfiles, threads, hint_source_weight, out, enforce_tx, v, scores_tab, filter_sing_exon, quiet
+    global gtf, hintfiles, threads, hint_source_weight, out, enforce_tx, v, scores_tab, filter_sing_exon, ignore_tx_phase, quiet
     if args.gtf:
         gtf = args.gtf.split(',')
     if args.keep_gtf:
@@ -182,6 +184,8 @@ def init(args):
         scores_tab = args.score_tab
     if args.filter_single_exon_genes:
         filter_sing_exon = args.filter_single_exon_genes
+    if args.ignore_tx_phase:
+        ignore_tx_phase = args.ignore_tx_phase
     if args.out:
         out = args.out
     if args.verbose:
@@ -214,6 +218,9 @@ def parseCmd():
     parser.add_argument('--filter_single_exon_genes', action='store_true',
         help='Filter out all single-exon genes out that are not' \
             + ' supported by at least one start- or stop-codon hint.')
+    parser.add_argument('--ignore_tx_phase', action='store_true',
+        help='Ignore the phase of transcripts while detecting clusters ' \
+            + 'of overlapping transcripts.')
     parser.add_argument('-s', '--score_tab', type=str,
         help='Prints the transcript scores as a table to the specified file.')
     parser.add_argument('-o', '--out', type=str, required=True,

From 2e8ace5ed39c1b5e21828796098525e00b3ea1de Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-b.maas>
Date: Wed, 1 Mar 2023 09:26:16 +0000
Subject: [PATCH 50/53] update for braker3

---
 bin/evidence.py           | 14 +++++---------
 bin/features.py           | 19 +++++++++----------
 bin/overlap_graph.py      | 28 +++++-----------------------
 config/braker3.cfg        | 12 +++++-------
 config/default.cfg        | 19 ++++++++-----------
 config/keep_ab_initio.cfg |  4 ++--
 config/pref_braker1.cfg   |  4 ++--
 7 files changed, 36 insertions(+), 64 deletions(-)

diff --git a/bin/evidence.py b/bin/evidence.py
index 2e5ecdc..63dc9a8 100644
--- a/bin/evidence.py
+++ b/bin/evidence.py
@@ -93,13 +93,10 @@ def read_file(self, path):
                 new_hint = Hint(line)
                 if not new_hint.chr in self.hints.keys():
                     self.hints.update({new_hint.chr : []})
-                if (new_hint.src == 'E' and new_hint.score > 0) \
-                    or (new_hint.src == 'P' and new_hint.mult > 1) or\
-                    new_hint.src=='M' or new_hint.src=='C':
-                    self.hints[new_hint.chr].append(new_hint)
-                    if new_hint.src not in self.src:
-                        self.src.update({new_hint.src : 0})
-                    self.src[new_hint.src] += new_hint.mult
+                self.hints[new_hint.chr].append(new_hint)
+                if new_hint.src not in self.src:
+                    self.src.update({new_hint.src : 0})
+                self.src[new_hint.src] += new_hint.mult
 
 class Evidence:
     """
@@ -131,8 +128,7 @@ def add_hintfile(self, path_to_hintfile):
                     self.hint_keys[chr].update({new_key : {}})
                 if not hint.src in self.hint_keys[chr][new_key].keys():
                     self.hint_keys[chr][new_key].update({hint.src : 0})
-                self.hint_keys[chr][new_key][hint.src] += int(hint.mult)/self.src[hint.src]
-#                 print(hint.mult, self.hint_keys[chr][new_key][hint.src])
+                self.hint_keys[chr][new_key][hint.src] += int(hint.mult)
 
     def get_hint(self, chr, start, end, type, strand):
         if type == 'start_codon':
diff --git a/bin/features.py b/bin/features.py
index 877ef52..eb6584d 100644
--- a/bin/features.py
+++ b/bin/features.py
@@ -12,7 +12,7 @@ class Node_features:
         Features are scores that characterize the support of the transcript
         by extrinsic evidence in different ways.
     """
-    def __init__(self, tx, evi, hint_source_weight={'P' : 0.1, 'E' : 10, 'C' : 5,  'M' : 1}):
+    def __init__(self, tx, evi, hint_source_weight={'P' : 1, 'E' : 20, 'C' : 1,  'M' : 1}):
         """
             Args:
                 tx (Transcript): Transcript class object containing a transcript.
@@ -21,7 +21,7 @@ def __init__(self, tx, evi, hint_source_weight={'P' : 0.1, 'E' : 10, 'C' : 5,  '
         """
         self.sw = hint_source_weight
         self.scores = []
-        self.epsi = 1e-20
+        self.epsi = 1e-5
         self.evi_list = {'intron' : [], 'start_codon' : [], 'stop_codon': []}
         self.numb_introns = 0
         self.__init_hints__(tx, evi)
@@ -32,8 +32,7 @@ def __init__(self, tx, evi, hint_source_weight={'P' : 0.1, 'E' : 10, 'C' : 5,  '
         # self.feature_vector[2] : sum of multiplicities of intron evidence for tx
         # self.feature_vector[3] : sum of multiplicities of start/stop codon evidence for tx
         # self.feature_vector[4] : 1 if tx is from anno_pref, 0 otherwise
-        self.feature_vector = self.create_feature_vec()
-        
+        self.feature_vector = self.create_feature_vec()        
 
     def __init_hints__(self, tx, evi):
         """
@@ -61,12 +60,9 @@ def create_feature_vec(self):
                 (list(float)): List of feature scores.
         """
         return [self.relative_support(['intron'], self.numb_introns), \
-                self.relative_support(['start_codon', 'stop_codon'], 2.0), \
-                self.mean_support(['intron'], self.numb_introns),
+                self.relative_support(['start_codon', 'stop_codon'], 2.0), 
                 self.absolute_support(['intron']), \
-                self.absolute_support(['start_codon', 'stop_codon']),\
-                self.min_support(['intron'], self.numb_introns)
-                ]
+                self.absolute_support(['start_codon', 'stop_codon'])]
         
     def relative_support(self, gene_feature_types, abs_numb):
         """
@@ -102,8 +98,10 @@ def absolute_support(self, gene_feature_types):
             for hint in self.evi_list[type]:
                 for src in hint.keys():
                     score += self.sw[src] * hint[src]
+        #print(score)
         return np.log(score + self.epsi)
 
+    # currently not used 
     def mean_support(self, gene_feature_types, abs_numb):
         """
             Compute absolute support of introns or start/stop-codons.
@@ -124,6 +122,7 @@ def mean_support(self, gene_feature_types, abs_numb):
         else:
             return np.log(self.epsi)
         
+    # currently not used 
     def min_support(self, gene_feature_types, abs_numb):
         """
             Compute absolute support of introns or start/stop-codons.
@@ -155,4 +154,4 @@ def get_features(self):
             Returns:
                 (list(float)): List of feature scores.
         """
-        return self.feature_vector
+        return self.feature_vector
\ No newline at end of file
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index b98fff4..23d97d4 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -71,8 +71,6 @@ def __init__(self, genome_anno_lst, para, keep_tx=[], filter_single=False, ignor
         # self.anno[annoid] = Anno()
         self.anno = {}
         
-        self.max_features = np.zeros(6)
-
         # list of connected graph components
         self.component_index = 0
         self.component_list = []
@@ -219,7 +217,6 @@ def compare_tx_cds(self, tx1, tx2):
                     return True
                 elif abs(coords[i-1][1]+coords[i-1][2]-coords[i][1]-coords[i][2])%3 == 0:
                     return True
-                print(coords, coords[i-1], coords[i], tx1.strand)
         return False
 
     def add_reference_anno_label(self, ref_anno):
@@ -299,16 +296,12 @@ def add_node_features(self, evi):
             Args:
                 evi (Evidence): Evidence class object with all hints from any source.
         """
-        self.max_features = np.zeros(6, float)
         all_features = []
         for key in self.nodes.keys():
             tx = self.__tx_from_key__(key)
             new_node_feature = Node_features(tx, evi, self.para)
             self.nodes[key].feature_vector = np.array(new_node_feature.get_features())
-            self.max_features = np.maximum(self.nodes[key].feature_vector, 
-                                          self.max_features)
             all_features.append(self.nodes[key].feature_vector)            
-                
         std = np.std(np.array(all_features)[:,2:], axis=0)
         mean = np.mean(np.array(all_features)[:,2:], axis=0)
         for key in self.nodes.keys():
@@ -322,7 +315,7 @@ def add_node_features(self, evi):
                 if len(tx.transcript_lines['intron']) == 0 and \
                     self.nodes[key].feature_vector[1] == 0:
                     self.nodes[key].evi_support = False
-
+        
     def decide_edge(self, edge, iter_range = range(0,6)):
         """
             Apply transcript comparison rule to two overlapping transcripts
@@ -339,28 +332,17 @@ def decide_edge(self, edge, iter_range = range(0,6)):
         if n1.evi_support and n2.evi_support:
             tx1 = self.__tx_from_key__(n1.id)
             tx2 = self.__tx_from_key__(n2.id)
-    #         if (not n1.evi_support) or (not n2.evi_support):
-    #             return None
-            
+            iter_range = range(4)
             if len(tx1.transcript_lines['intron']) == 0 or \
                 len(tx2.transcript_lines['intron']) == 0:
-                iter_range = [1,4]
+                iter_range = [1,3]
+                
             for i in iter_range:
                 diff = n1.feature_vector[i] - n2.feature_vector[i]
-                #print(diff)
                 if diff > self.para[f'e_{i+1}']:
-    #                 self.f[i].append(n2.id)
                     return n2.id
                 elif diff < (-1 * self.para[f'e_{i+1}']):
-    #                 self.f[i].append(n1.id)
-                    return n1.id
-                
-            if len(tx1.transcript_lines['intron']) == 0 and \
-                len(tx2.transcript_lines['intron']) == 0:
-                if tx1.start >= tx2.start and tx1.end <= tx2.end:
-                    return n1.id
-                elif tx1.start <= tx2.start and tx1.end >= tx2.end:
-                    return n2.id        
+                    return n1.id       
         return None
 
     def decide_component(self, component):
diff --git a/config/braker3.cfg b/config/braker3.cfg
index 3fdc7c1..d9696f0 100644
--- a/config/braker3.cfg
+++ b/config/braker3.cfg
@@ -1,18 +1,16 @@
 # Weight for each hint source
 # Values have to be >= 0
 P 1
-E 1
+E 20
 C 1
 M 1
 # Required fraction of supported introns or supported start/stop-codons for a transcript
 # Values have to be in [0,1]
-intron_support 0.97
+intron_support 1.0
 stasto_support 2
 # Allowed difference for each feature 
 # Values have to be in [0,1]
-e_1 0.072
+e_1 0.1
 e_2 0.5
-e_3 0.096
-e_4 0.02
-e_5 0.18
-e_6 0.18
+e_3 0.05
+e_4 0.2
\ No newline at end of file
diff --git a/config/default.cfg b/config/default.cfg
index 9812f6f..6f91c9e 100644
--- a/config/default.cfg
+++ b/config/default.cfg
@@ -1,19 +1,16 @@
 # Weight for each hint source
 # Values have to be >= 0
 P 1
-E 1
+E 20
 C 1
 M 1
-# Required fraction of supported introns 
-# or supported start/stop-codons for a transcript
+# Required fraction of supported introns or supported start/stop-codons for a transcript
 # Values have to be in [0,1]
-intron_support 0.8
-stasto_support 1
+intron_support 1.0
+stasto_support 2
 # Allowed difference for each feature 
-# Values have to be in [0,2]
-e_1 0.0
+# Values have to be in [0,1]
+e_1 0.1
 e_2 0.5
-e_3 0.096
-e_4 0.02
-e_5 0.18
-e_6 0.18
+e_3 0.05
+e_4 0.18
\ No newline at end of file
diff --git a/config/keep_ab_initio.cfg b/config/keep_ab_initio.cfg
index 90e44e9..588e6e7 100644
--- a/config/keep_ab_initio.cfg
+++ b/config/keep_ab_initio.cfg
@@ -13,5 +13,5 @@ stasto_support 1
 e_1 0.1
 e_2 0.5
 # Values have to be >0
-e_3 25
-e_4 10
+e_3 0.05
+e_4 0.18
\ No newline at end of file
diff --git a/config/pref_braker1.cfg b/config/pref_braker1.cfg
index 9d58269..9b23b22 100644
--- a/config/pref_braker1.cfg
+++ b/config/pref_braker1.cfg
@@ -13,5 +13,5 @@ stasto_support 2
 e_1 0.25
 e_2 1
 # Values have to be >0
-e_3 25
-e_4 10
+e_3 0.05
+e_4 0.18

From bdcbb0a210417cb5553c688966fdc8b15efc8414 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Wed, 1 Mar 2023 15:33:46 +0100
Subject: [PATCH 51/53] Update README.md

---
 README.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/README.md b/README.md
index 1837cb3..c45068f 100644
--- a/README.md
+++ b/README.md
@@ -133,6 +133,9 @@ In default mode, TSEBRA is conservative in filtering single exon genes out. In s
 ## Print transcript scores
 The transcript scores play a very improtant role in TSEBRA. These are used for pairwise comparison of all transcripts isoforms that have overlapping coding regions. You can print the scores as table to a file with the option `--score_tab /path/to/output/file.tab`.
 
+## Ignore Frame
+By default, TSEBRA groups all transcript isoforms that have overlapping coding regions in the same open reading frame (phase column in gtf) to candidates of the same gene. However, in some cases, it might be desired to consider already all transcripts with overlapping conding regions (regardless of the reading frame) as candidates for a gene. In this case add the `--ignore_tx_phase` to the TSEBRA commmand. 
+
 ## Other scripts in the TSEBRA repository
 
 ### Renaming transcripts from a TSEBRA output

From b0d6c4fc4248cbe0207406e362352e4d9fcdd60c Mon Sep 17 00:00:00 2001
From: Lars Gabriel <48525517+LarsGab@users.noreply.github.com>
Date: Fri, 3 Mar 2023 10:45:58 +0100
Subject: [PATCH 52/53] Update README.md

---
 README.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/README.md b/README.md
index c45068f..aa62a17 100644
--- a/README.md
+++ b/README.md
@@ -127,6 +127,15 @@ The combined gene prediciton is ```braker1+2_combined.gtf```.
 ## Example
 A small example is located at ```example/```. Run ```./example/run_prevco_example.sh``` to execute the example and to check if TSEBRA runs properly.
 
+## Enforcing a gene set
+A gene set can be enforced in the TSEBRA output, i.e. all transcript are guaranteed to be included in the output, with the `--keep_gtf` option. The transcripts of enforced gene sets are still compared to all gene sets and used to evaluate them.
+Example:
+ ```console
+./bin/tsebra.py -g gene_set1,gene_set2 -c default.cfg \
+    -k enforced_set1,enforced_set2 -e hintsfile1.gff,braker2_out/hintsfile2.gff \
+    -o tsebra.gtf
+```
+
 ## Filter single-exon genes out
 In default mode, TSEBRA is conservative in filtering single exon genes out. In some cases BRAKER predicts a lot of false positive single exon genes. In these cases, it is recommended to run TSBERA using the `--filter_single_exon_genes`. In this mode, TSBERA filters additonally all single-exon genes out that have no support by a start or stop codon hint. 
 

From 7f4b7fb1e9cbf60d3fc61dc9c7f340909fc4b2f8 Mon Sep 17 00:00:00 2001
From: Lars Gabriel <gabriell@login-a.maas>
Date: Tue, 25 Apr 2023 15:13:50 +0000
Subject: [PATCH 53/53] help with gff issue

---
 bin/genome_anno.py   | 10 +++++++---
 bin/overlap_graph.py |  6 ++----
 2 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/bin/genome_anno.py b/bin/genome_anno.py
index 1c23402..246337c 100644
--- a/bin/genome_anno.py
+++ b/bin/genome_anno.py
@@ -260,9 +260,13 @@ def get_gtf(self, prefix=''):
                     tx_line[8] = prefix + self.id
                     continue
                 else:
-                    g[8] = 'transcript_id \"{}\"; gene_id \"{}";'.format(\
-                        prefix + self.id, self.gene_id)
-                gtf.append(g)
+                    g[8] = f'transcript_id \"{prefix + self.id}\"; gene_id \"{self.gene_id}";'
+                gtf.append(g) 
+
+        if not 'exon' in self.transcript_lines.keys():
+            for g in self.transcript_lines['CDS']: 
+                gtf.append(g[:2] + ['exon'] + g[3:])                                
+
         gtf = sorted(gtf, key=lambda g: (g[3],g[4]))
         if tx_line:
             gtf = [tx_line] + gtf
diff --git a/bin/overlap_graph.py b/bin/overlap_graph.py
index 23d97d4..d7780b7 100644
--- a/bin/overlap_graph.py
+++ b/bin/overlap_graph.py
@@ -317,8 +317,7 @@ def add_node_features(self, evi):
                     self.nodes[key].evi_support = False
         
     def decide_edge(self, edge, iter_range = range(0,6)):
-        """
-            Apply transcript comparison rule to two overlapping transcripts
+        """Apply transcript comparison rule to two overlapping transcripts
 
             Args:
                 edge (Edge): edge between two transcripts
@@ -346,8 +345,7 @@ def decide_edge(self, edge, iter_range = range(0,6)):
         return None
 
     def decide_component(self, component):
-        """
-            Applies transcript comparison rule to all transcripts of one component
+        """Applies transcript comparison rule to all transcripts of one component
             and returns the node IDs of all transcripts that are not removed by
             a comparison.