aboutsummaryrefslogtreecommitdiff
path: root/wqflask
diff options
context:
space:
mode:
Diffstat (limited to 'wqflask')
-rw-r--r--wqflask/wqflask/wgcna/gn3_wgcna.py43
1 files changed, 26 insertions, 17 deletions
diff --git a/wqflask/wqflask/wgcna/gn3_wgcna.py b/wqflask/wqflask/wgcna/gn3_wgcna.py
index 6692a890..17599711 100644
--- a/wqflask/wqflask/wgcna/gn3_wgcna.py
+++ b/wqflask/wqflask/wgcna/gn3_wgcna.py
@@ -26,7 +26,6 @@ def process_dataset(trait_list):
traits = []
strains = []
-
for trait in trait_list:
traits.append(trait[0].name)
@@ -82,26 +81,36 @@ def run_wgcna(form_data):
trait_dataset = fetch_trait_data(form_data)
form_data["minModuleSize"] = int(form_data["MinModuleSize"])
+ form_data["SoftThresholds"] = [int(threshold.strip())
+ for threshold in form_data['SoftThresholds'].rstrip().split(",")]
+ try:
+ response = requests.post(wgcna_api, json={
+ "sample_names": list(set(trait_dataset["sample_names"])),
+ "trait_names": trait_dataset["trait_names"],
+ "trait_sample_data": list(trait_dataset["input"].values()),
+ **form_data
- form_data["SoftThresholds"] = [int(threshold.strip())
- for threshold in form_data['SoftThresholds'].rstrip().split(",")]
-
-
+ }
+ )
- response = requests.post(wgcna_api, json={
- "sample_names": list(set(trait_dataset["sample_names"])),
- "trait_names": trait_dataset["trait_names"],
- "trait_sample_data": list(trait_dataset["input"].values()),
- **form_data
+ status_code = response.status_code
+ response = response.json()
- }
- ).json()
+ if status_code != 200:
+ return {
+ "error": response
+ }
+ return {
+ "error": 'null',
+ "results": response,
+ "data": process_wgcna_data(response["data"]),
+ "image": process_image(response["data"])
+ }
- return {
- "results": response,
- "data": process_wgcna_data(response["data"]),
- "image": process_image(response["data"])
- }
+ except requests.exceptions.ConnectionError:
+ return {
+ "error": "A connection error to perform computation occurred"
+ }