aboutsummaryrefslogtreecommitdiff
path: root/wqflask
diff options
context:
space:
mode:
Diffstat (limited to 'wqflask')
-rw-r--r--wqflask/wqflask/partial_correlations_views.py90
-rw-r--r--wqflask/wqflask/templates/partial_correlations/pcorrs_results_with_target_traits.html108
-rw-r--r--wqflask/wqflask/templates/partial_correlations/pcorrs_select_operations.html2
3 files changed, 182 insertions, 18 deletions
diff --git a/wqflask/wqflask/partial_correlations_views.py b/wqflask/wqflask/partial_correlations_views.py
index 41bbe7d7..40c5132b 100644
--- a/wqflask/wqflask/partial_correlations_views.py
+++ b/wqflask/wqflask/partial_correlations_views.py
@@ -116,8 +116,20 @@ def controls_error(args):
"of three control traits"),))}
return args
-def target_db_error(args):
- if not args["target_db"]:
+def target_traits_error(args, with_target_traits):
+ target_traits_present = (
+ (args.get("target_traits") is not None) and
+ (len(args["target_traits"]) > 0))
+ if with_target_traits and not target_traits_present:
+ return {
+ **args,
+ "errors": (
+ args.get("errors", tuple()) +
+ (("You must provide at least one target trait"),))}
+ return args
+
+def target_db_error(args, with_target_db: bool):
+ if with_target_db and not args["target_db"]:
return {
**args,
"errors": (
@@ -151,17 +163,24 @@ def criteria_error(args):
args.get("errors", tuple()) +
("Invalid return number provided",))}
-def errors(args):
- return criteria_error(method_error(target_db_error(controls_error(
- primary_error(args)))))
+def errors(args, with_target_db: bool):
+ return criteria_error(
+ method_error(
+ target_traits_error(
+ target_db_error(
+ controls_error(primary_error(args)),
+ with_target_db),
+ not with_target_db)))
def __classify_args(acc, item):
if item[1].startswith("primary_"):
return {
**acc,
- "primary_trait": (acc.get("primary_trait", tuple()) + (item,))}
+ "primary_trait": (acc.get("primary_trait", tuple()) + (item,))}
if item[1].startswith("controls_"):
return {**acc, "control_traits": (acc.get("control_traits", tuple()) + (item,))}
+ if item[1].startswith("targets_"):
+ return {**acc, "target_traits": (acc.get("target_traits", tuple()) + (item,))}
if item[0] == "target_db":
return {**acc, "target_db": item[1]}
if item[0] == "method":
@@ -179,7 +198,10 @@ def __build_args(raw_form, traits):
(name[1][8:] for name in args["primary_trait"])],
"control_traits": [
item for item in traits if item["trait_name"] in
- (name[1][9:] for name in args["control_traits"])]
+ (name[1][9:] for name in args["control_traits"])],
+ "target_traits": [
+ item for item in traits if item["trait_name"] in
+ (name[1][8:] for name in args["target_traits"])]
}
def parse_trait(trait_str):
@@ -204,13 +226,31 @@ def render_error(error_message):
"partial_correlations/pcorrs_error.html",
message = error_message)
+def __format_number(num):
+ if num is None or math.isnan(num):
+ return ""
+ if abs(num) <= 1.04E-4:
+ return f"{num:.2e}"
+ return f"{num:.5f}"
+
def handle_200_response(response):
- if response["status"] == "success":
+ if response["status"] == "queued":
return redirect(
url_for(
"poll_partial_correlation_results",
command_id=response["results"]),
code=303)
+ if response["status"] == "success":
+ return render_template(
+ "partial_correlations/pcorrs_results_with_target_traits.html",
+ primary = response["results"]["results"]["primary_trait"],
+ controls = response["results"]["results"]["control_traits"],
+ pcorrs = sorted(
+ response["results"]["results"]["correlations"],
+ key = lambda item: item["partial_corr_p_value"]),
+ method = response["results"]["results"]["method"],
+ enumerate = enumerate,
+ format_number = __format_number)
return render_error(response["results"])
def handle_response(response):
@@ -227,12 +267,34 @@ def partial_correlations():
parse_trait(trait) for trait in
form.get("trait_list").split(";;;"))
- if form.get("submit") == "Run Partial Correlations":
- args = errors(__build_args(form, traits))
+ submit = form.get("submit")
+
+ if submit in ("with_target_pearsons", "with_target_spearmans"):
+ method = "pearsons" if "pearsons" in submit else "spearmans"
+ args = {
+ **errors(__build_args(form, traits), with_target_db=False),
+ "method": method
+ }
+ if len(args.get("errors", [])) == 0:
+ post_data = {
+ **args,
+ "primary_trait": args["primary_trait"][0],
+ "with_target_db": False
+ }
+ return handle_response(requests.post(
+ url=f"{GN_SERVER_URL}api/correlation/partial",
+ json=post_data))
+
+ for error in args["errors"]:
+ flash(error, "alert-danger")
+
+ if submit == "Run Partial Correlations":
+ args = errors(__build_args(form, traits), with_target_db=True)
if len(args.get("errors", [])) == 0:
post_data = {
**args,
- "primary_trait": args["primary_trait"][0]
+ "primary_trait": args["primary_trait"][0],
+ "with_target_db": False
}
return handle_response(requests.post(
url=f"{GN_SERVER_URL}api/correlation/partial",
@@ -251,12 +313,6 @@ def partial_correlations():
def process_pcorrs_command_output(result):
if result["status"] == "success":
- def __format_number(num):
- if num is None or math.isnan(num):
- return ""
- if abs(num) <= 1.04E-4:
- return f"{num:.2e}"
- return f"{num:.5f}"
return render_template(
"partial_correlations/pcorrs_results_presentation.html",
diff --git a/wqflask/wqflask/templates/partial_correlations/pcorrs_results_with_target_traits.html b/wqflask/wqflask/templates/partial_correlations/pcorrs_results_with_target_traits.html
new file mode 100644
index 00000000..acea8f60
--- /dev/null
+++ b/wqflask/wqflask/templates/partial_correlations/pcorrs_results_with_target_traits.html
@@ -0,0 +1,108 @@
+{%extends "base.html"%}
+
+{%block title%}Partial Correlations:{%endblock%}
+
+{%block css%}
+<link rel="stylesheet" type="text/css"
+ href="{{url_for('css', filename='DataTables/css/jquery.dataTables.css')}}" />
+<link rel="stylesheet" type="text/css"
+ href="{{url_for('js', filename='DataTablesExtensions/buttonStyles/css/buttons.dataTables.min.css')}}">
+<link rel="stylesheet" type="text/css" href="/static/new/css/show_trait.css" />
+<link rel="stylesheet" type="text/css" href="/static/new/css/trait_list.css" />
+<link rel="stylesheet" type="text/css"
+ href="/static/new/css/partial_correlations.css" />
+{%endblock%}
+
+{%block content%}
+<div class="container">
+ <p>
+ <strong>Primary Trait</strong><br /><br />
+ <a href="{{url_for(
+ 'show_trait_page',
+ trait_id=primary['trait_name'],
+ dataset=primary['dataset_name'])}}"
+ title="Link to trait data for trait {{primary['trait_name']}}">
+ {{primary["dataset_type"]}}/{{primary["trait_name"]}}
+ [{{primary["symbol"] }} on Chr {{primary["chr"]}} @ {{primary["mb"]}}]:
+ {{primary["description"]}}
+ </a> --- FROM: {{primary["dataset_name"]}}
+ </p>
+ <p><strong>Control Traits</strong><br /><br />
+ {%for trait in controls:%}
+ <a href="{{url_for(
+ 'show_trait_page',
+ trait_id=trait['trait_name'],
+ dataset=trait['dataset_name'])}}"
+ title="Link to trait data for trait {{trait['trait_name']}}">
+ {{trait["dataset_type"]}}/{{trait["trait_name"]}}
+ [{{trait["symbol"] }} on Chr {{trait["chr"]}} @ {{trait["mb"]}}]:
+ {{trait["description"]}}
+ </a> --- FROM: {{trait["dataset_name"]}}<br />
+ {%endfor%}
+ </p>
+
+ <table id="part-corr-results-publish"
+ class="table-hover table-striped cell-border dataTable">
+ <thead>
+ <tr>
+ <th>_</th>
+ <th>Index</th>
+ <th>Database</th>
+ <th>Record</th>
+ <th>Symbol</th>
+ <th>Description</th>
+ <th>N</th>
+ {%if method == "spearmans":%}
+ <th>Partial rho</th>
+ <th>p(partial rho)</th>
+ <th>rho</th>
+ <th>p(rho)</th>
+ <th>delta rho</th>
+ {%else:%}
+ <th>Partial r</th>
+ <th>p(partial r)</th>
+ <th>r</th>
+ <th>p(r)</th>
+ <th>delta r</th>
+ {%endif%}
+ </tr>
+ </thead>
+
+ <tbody>
+ {%for idx, trait in enumerate(pcorrs, start=1):%}
+ <tr>
+ <td>
+ <input type="checkbox" name="chk_{{trait['trait_name']}}"
+ value="{{trait['trait_fullname']}}">
+ </td>
+ <td>{{idx}}</td>
+ <td>{{trait["dataset_name"]}}</td>
+ <td>{{trait["trait_name"]}}</td>
+ <td>{{trait["symbol"]}}</td>
+ <td>{{trait["description"]}}</td>
+ <td>{{trait["noverlap"]}}</td>
+ <td>{{format_number(trait["partial_corr"])}}</td>
+ <td>{{format_number(trait["partial_corr_p_value"])}}</td>
+ <td>{{format_number(trait["corr"])}}</td>
+ <td>{{format_number(trait["corr_p_value"])}}</td>
+ <td>{{format_number(trait["delta"])}}</td>
+ </tr>
+ {%else:%}
+ <tr>
+ <td colspan="12">
+ No correlations were computed
+ </td>
+ </tr>
+ {%endfor%}
+ </tbody>
+ </table>
+
+</div>
+{%endblock%}
+
+{%block js%}
+<!--
+ <script type="text/javascript"
+ src="/static/new/javascript/partial_correlations.js"></script>
+-->
+{%endblock%}
diff --git a/wqflask/wqflask/templates/partial_correlations/pcorrs_select_operations.html b/wqflask/wqflask/templates/partial_correlations/pcorrs_select_operations.html
index e1e392c6..fc60aa3e 100644
--- a/wqflask/wqflask/templates/partial_correlations/pcorrs_select_operations.html
+++ b/wqflask/wqflask/templates/partial_correlations/pcorrs_select_operations.html
@@ -66,7 +66,7 @@
<td>
<input type="radio" name="trait_{{trait['trait_name']}}"
id="trait_{{trait['trait_name']}}"
- value="target_{{trait['trait_name']}}" checked="checked" />
+ value="targets_{{trait['trait_name']}}" checked="checked" />
</td>
<td>
<input type="radio" name="trait_{{trait['trait_name']}}"