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import uuid
from pydantic import ValidationError
import gradio as gr
from validation_submission.get_json import get_json_tmp, get_json_one_individual
from circumstances.class_circumstance import Circumstances
from behavior.class_behavior import Behaviors
from physical.class_physical import PhysicalAnomalies
from follow_up.class_follow_up import FollowUpEvents
from classes import Report, Wounded, Dead, ImageBase64
from validation_submission.processing import process_circumstance, process_behaviors, process_physical, process_followup
def get_fields(data_dict, keyword):
extract = {}
for key, val in data_dict.items():
if keyword in key:
extract[key] = val
return extract
def validate_individual(error_box):
error_box = reset_error_box(error_box)
data = get_json_one_individual()
data["identifier"] = str(uuid.uuid4())
if "image" in data.keys():
img = ImageBase64.to_base64(data["image"])
else:
img = None
if "geolocalisation" in data.keys():
geolocalisation = data["geolocalisation"]
else:
geolocalisation = None
error_behavior = None
error_circumstance = None
error_followup = None
error_physical = None
error_individual = None
if "wounded_state" not in data or "dead_state" not in data:
data["wounded_state"] = "No"
data["dead_state"] = "No"
if (data["wounded_state"] == "Yes") or (data["dead_state"] == "Yes"):
data_wounded_dead = get_json_tmp("wounded_dead")
circumstance, error_circumstance = validate_circumstance(data_wounded_dead)
physical, error_physical = validate_physical(data_wounded_dead)
followup, error_followup = validate_follow_up(data_wounded_dead)
if data["wounded_state"]=="Yes":
print(physical)
behavior, error_behavior = validate_behavior(data_wounded_dead)
try :
individual = Report(identifier = data["identifier"],
image = img,
geolocalisation = geolocalisation,
wounded_state = data["wounded_state"],
wounded = Wounded(circumstances = circumstance,
behaviors = behavior,
physical_anomalies = physical,
follow_up_events = followup),
dead_state = data["dead_state"])
except ValidationError as e:
print(e)
error_individual = e
elif data["dead_state"]=="Yes":
try:
individual = Report(identifier = data["identifier"],
image = img,
geolocalisation = geolocalisation,
wounded_state = data["wounded_state"],
dead_state = data["dead_state"],
dead = Dead(circumstances = circumstance,
physical_anomalies = physical,
follow_up_events = followup)
)
except ValidationError as e:
print(e)
error_individual = e
else:
try:
individual = Report(identifier = data["identifier"],
image = img,
geolocalisation = geolocalisation,
wounded_state = data["wounded_state"],
dead_state = data["dead_state"])
except ValidationError as e:
print(e)
error_individual = e
if error_behavior or error_circumstance or error_followup or error_physical or error_individual:
error_box = show_error(error_box, error_behavior, error_circumstance, error_followup, error_physical, error_individual)
individual = None
else:
error_box= gr.Text(label="ALL VALID.", value="Record Registered. You can return to the Display.", visible=True, elem_id="valid")
return individual, error_box
def show_error(error_box, error_behavior, error_circumstance, error_followup, error_physical, error_individual):
error_text = ""
if error_circumstance:
error_text += f"Error in circumstance: {error_circumstance}\n"
if error_behavior:
error_text += f"Error in behavior: {error_behavior}\n"
if error_physical:
error_text += f"Error in physical: {error_physical}\n"
if error_followup:
error_text += f"Error in follow-up: {error_followup}\n"
if error_individual:
error_text += f"Error in individual: {error_individual}\n"
error_text += "PLEASE CORRECT THESE ERRORS BEFORE SUBMITTING."
error_box= gr.Text(label="ERROR DETECTED !", value=error_text, visible=True, elem_id="error")
return error_box
def reset_error_box(error_box):
error_box = gr.Text(value=None, visible=False)
return error_box
#### VALIDATION FUNCTIONS
def validate_circumstance(data):
circumstance_raw = get_fields(data, "circumstance")
circumstance_formatted = process_circumstance(circumstance_raw)
try:
Circumstances.model_validate(circumstance_formatted)
circumstances = Circumstances(**circumstance_formatted)
error = None
except ValidationError as e:
error = e
print(e)
circumstances = None
return circumstances, error
def validate_behavior(data):
behaviors_raw = get_fields(data, "behaviors")
behaviors_formatted = process_behaviors(behaviors_raw)
try:
Behaviors.model_validate(behaviors_formatted)
behavior = Behaviors(**behaviors_formatted)
error = None
except ValidationError as e:
print(e)
print("Validation failed for the behaviors.")
behavior = None
error = e
return behavior, error
def validate_physical(data):
physical_raw = get_fields(data, "physical")
physical_formatted = process_physical(physical_raw)
try:
PhysicalAnomalies.model_validate(physical_formatted)
physical = PhysicalAnomalies(**physical_formatted)
error = None
except ValidationError as e:
print(e)
print("Validation failed for the physical anomalies.")
physical = None
error = e
return physical, error
def validate_follow_up(data):
followup_raw = get_fields(data, "followup")
followup_formatted = process_followup(followup_raw)
try:
FollowUpEvents.model_validate(followup_formatted)
followup = FollowUpEvents(**followup_formatted)
error = None
except ValidationError as e:
print(e)
print("Validation failed for the follow-up events.")
followup = None
return followup, error
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