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chipseq_analysis
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BICF
Astrocyte
chipseq_analysis
Commits
e505acc3
Commit
e505acc3
authored
5 years ago
by
Jeremy Mathews
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update tests for pool and psuedoreplicates
parent
06ef989b
Branches
Branches containing commit
Tags
Tags containing commit
1 merge request
!54
Resolve "Single control or experiment fails at call peaks macs"
Pipeline
#4345
canceled with stages
in 5 hours, 15 minutes, and 36 seconds
Changes
2
Pipelines
1
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2 changed files
workflow/scripts/pool_and_psuedoreplicate.py
+49
-54
49 additions, 54 deletions
workflow/scripts/pool_and_psuedoreplicate.py
workflow/tests/test_pool_and_psuedoreplicate.py
+6
-0
6 additions, 0 deletions
workflow/tests/test_pool_and_psuedoreplicate.py
with
55 additions
and
54 deletions
workflow/scripts/pool_and_psuedoreplicate.py
+
49
−
54
View file @
e505acc3
...
...
@@ -172,9 +172,56 @@ def self_psuedoreplication(tag_file, prefix, paired):
return
pseudoreplicate_dict
def
generate_design
(
design_df
,
replicated
,
single_control
,
pool_control
,
paired
,
cutoff_ratio
):
def
main
():
args
=
get_args
()
paired
=
args
.
paired
design
=
args
.
design
cutoff_ratio
=
args
.
cutoff
# Create a file handler
handler
=
logging
.
FileHandler
(
'
experiment_generation.log
'
)
logger
.
addHandler
(
handler
)
# Read files as dataframes
design_df
=
pd
.
read_csv
(
design
,
sep
=
'
\t
'
)
# Get current directory to build paths
cwd
=
os
.
getcwd
()
cwd
=
os
.
getcwd
()
# Check Number of replicates and replicates
no_reps
=
check_replicates
(
design_df
)
no_unique_controls
=
check_controls
(
design_df
)
if
no_reps
==
1
:
logger
.
info
(
"
No other replicate specified
"
"
so processing as an unreplicated experiment.
"
)
replicated
=
False
else
:
logger
.
info
(
"
Multiple replicates specified
"
"
so processing as a replicated experiment.
"
)
replicated
=
True
if
no_unique_controls
==
1
and
replicated
:
logger
.
info
(
"
Only a single control was specified
"
"
so using same control for replicates, pool and psuedoreplicates.
"
)
single_control
=
True
else
:
logger
.
info
(
"
Will merge only unique controls for pooled.
"
)
single_control
=
False
# Pool the controls for checking
if
not
single_control
:
control_df
=
get_read_count_ratio
(
design_df
)
control_files
=
design_df
.
control_tag_align
.
unique
()
pool_control
=
pool
(
control_files
,
"
pool_control
"
,
paired
)
else
:
pool_control
=
design_df
.
control_tag_align
.
unique
()[
0
]
# if paired_end make tagAlign
if
paired
:
pool_control_tmp
=
bedpe_to_tagalign
(
pool_control
,
"
pool_control
"
)
pool_control
=
pool_control_tmp
if
not
replicated
:
...
...
@@ -307,57 +354,5 @@ def generate_design(design_df, replicated, single_control, pool_control, paired,
header
=
True
,
sep
=
'
\t
'
,
index
=
False
)
def
main
():
args
=
get_args
()
paired
=
args
.
paired
design
=
args
.
design
cutoff_ratio
=
args
.
cutoff
# Create a file handler
handler
=
logging
.
FileHandler
(
'
experiment_generation.log
'
)
logger
.
addHandler
(
handler
)
# Read files as dataframes
design_df
=
pd
.
read_csv
(
design
,
sep
=
'
\t
'
)
# Check Number of replicates and replicates
no_reps
=
check_replicates
(
design_df
)
no_unique_controls
=
check_controls
(
design_df
)
if
no_reps
==
1
:
logger
.
info
(
"
No other replicate specified
"
"
so processing as an unreplicated experiment.
"
)
replicated
=
False
else
:
logger
.
info
(
"
Multiple replicates specified
"
"
so processing as a replicated experiment.
"
)
replicated
=
True
if
no_unique_controls
==
1
and
replicated
:
logger
.
info
(
"
Only a single control was specified
"
"
so using same control for replicates, pool and psuedoreplicates.
"
)
single_control
=
True
else
:
logger
.
info
(
"
Will merge only unique controls for pooled.
"
)
single_control
=
False
# Pool the controls for checking
if
not
single_control
:
control_df
=
get_read_count_ratio
(
design_df
)
control_files
=
design_df
.
control_tag_align
.
unique
()
pool_control
=
pool
(
control_files
,
"
pool_control
"
,
paired
)
else
:
pool_control
=
design_df
.
control_tag_align
.
unique
()[
0
]
# if paired_end make tagAlign
if
paired
:
pool_control_tmp
=
bedpe_to_tagalign
(
pool_control
,
"
pool_control
"
)
pool_control
=
pool_control_tmp
# Psuedoreplicate and update design accordingly
generate_design
(
design_df
,
replicated
,
single_control
,
pool_control
,
paired
,
cutoff_ratio
)
if
__name__
==
'
__main__
'
:
main
()
This diff is collapsed.
Click to expand it.
workflow/tests/test_pool_and_psuedoreplicate.py
+
6
−
0
View file @
e505acc3
...
...
@@ -54,6 +54,12 @@ def test_check_controls(design_experiment):
assert
no_controls
==
2
@pytest.mark.unit
def
test_check_controls_no
(
design_experiment_2
):
no_controls
=
pool_and_psuedoreplicate
.
check_controls
(
design_experiment_2
)
assert
no_controls
==
1
@pytest.mark.unit
def
test_check_controls_single
(
design_experiment_3
):
no_controls
=
pool_and_psuedoreplicate
.
check_controls
(
design_experiment_3
)
...
...
This diff is collapsed.
Click to expand it.
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