initial commit

This commit is contained in:
Raihan 2025-05-06 12:04:42 +07:00
commit f6a1b2a26d
No known key found for this signature in database
GPG Key ID: 9A6CB0274B2C23B4
156 changed files with 22668 additions and 0 deletions

0
README.md Normal file
View File

11
ems-model/.gitignore vendored Normal file
View File

@ -0,0 +1,11 @@
# Python-generated files
__pycache__/
*.py[oc]
build/
dist/
wheels/
*.egg-info
pickles/
# Virtual environments
.venv

View File

@ -0,0 +1,6 @@
{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}

View File

@ -0,0 +1 @@
3.13

10
ems-model/README.md Normal file
View File

@ -0,0 +1,10 @@
## Overview
This is the machine learning model for the EMS-Sense project.
## How to use
This model is built using [sklearn](https://scikit-learn.org/stable). To use it, simply follow these steps:
1. Setup uv on your machine [uv](https://github.com/astral-sh/uv).
2. Run `uv venv` to create your virtual environment.
3. Run `uv pip install -r pyproject.toml` to install the dependencies.
4. Run `uv run model.py` to train the model.
5. Run `fastapi dev api.py` to serve the api for the model.

127
ems-model/api.py Normal file
View File

@ -0,0 +1,127 @@
from fastapi import FastAPI, File, UploadFile, HTTPException
from fastapi.encoders import jsonable_encoder
from fastapi.responses import JSONResponse
from treatment import Treatment
import pandas as pd
import pickle
import subprocess
app = FastAPI()
def predict(treatment: Treatment):
# load the model from pickle files
with open("pickles/ems_model.pkl", "rb") as f:
model = pickle.load(f)
with open("pickles/label_encoding.pkl", "rb") as f:
le = pickle.load(f)
with open("pickles/scaler_encoding.pkl", "rb") as f:
scaler = pickle.load(f)
# encode the species species
species = le.transform([treatment.species])
# normalize the input data
transformed_data = scaler.transform(
pd.DataFrame(
{
"soakDuration": [treatment.soakDuration],
"lowestTemp": [treatment.lowestTemp],
"highestTemp": [treatment.highestTemp],
}
)
)
data = pd.DataFrame(
{
"species": [species],
"emsConcentration": [treatment.emsConcentration],
"soakDuration": [transformed_data[0][0]],
"lowestTemp": [transformed_data[0][1]],
"highestTemp": [transformed_data[0][2]],
}
)
prediction_prob = model.predict_proba(data)[0]
prediction = model.predict(data)[0]
confidence_score = prediction_prob[prediction] * 100
result = {
"result": int(prediction),
"confidence_score": float(confidence_score),
"success_rate": float(prediction_prob[1] * 100),
}
return JSONResponse(content=jsonable_encoder(result))
@app.post("/process")
def process(treatment: Treatment):
return predict(treatment)
@app.get("/species")
def get_species():
df = pd.read_csv("csv/ems_data.csv")
unique_values = df.iloc[:, 0].drop_duplicates().tolist()
return JSONResponse(content=unique_values)
@app.get("/retrain-model")
def retrain_model():
try:
result = subprocess.run(
["python", "model.py"],
check=True,
capture_output=True,
text=True,
)
output = result.stdout.strip()
return {"message": "Retraining succeeded!", "details": output}
except subprocess.CalledProcessError as e:
return {"message": "Retraining failed!", "error": str(e)}
@app.post("/upload-csv")
async def upload_csv(file: UploadFile = File(...)):
try:
# check if the uploaded file is a csv
if not file.filename.endswith(".csv"):
raise HTTPException(status_code=400, detail="Only CSV files are allowed.")
# save the uploaded file to csv/ems_data.csv (overwrite)
file_path = "csv/ems_data.csv"
with open(file_path, "wb") as f:
content = await file.read()
f.write(content)
# verify if the file is valid (optional: try loading it as a dataframe)
try:
pd.read_csv(
file_path
)
except Exception:
os.remove(file_path)
raise HTTPException(
status_code=400, detail="Uploaded file is not a valid CSV."
)
return {"message": "File uploaded and overwritten successfully!"}
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
@app.get("/get-csv")
def get_csv():
file_path = "csv/ems_data.csv"
try:
df = pd.read_csv(file_path)
data = df.to_dict(orient="records")
return data
except Exception as e:
raise HTTPException(status_code=500, detail=f"Error processing CSV: {str(e)}")

155
ems-model/csv/ems_data.csv Normal file
View File

@ -0,0 +1,155 @@
species,emsConcentration,soakDuration,lowestTemp,highestTemp,result
Cotton - TM-1,1.50,180,20.0,32.0,1
Hemp - Lembang A,0.25,360,25.0,30.0,0
Cotton - TM-1,3.50,360,20.0,32.0,0
Hyoscyamus niger - Black Henbane,0.02,60,25.0,28.0,1
Sunflower - Helianthus annuus (BBS-1),1.00,480,22.0,25.0,0
Cotton - TM-1,0.50,360,20.0,32.0,0
Watermelon - G42,0.10,40,25.0,30.0,1
Sunflower - Helianthus annuus (BBS-1),2.00,480,22.0,25.0,0
Watermelon - G42,0.15,80,25.0,30.0,0
Cotton - TM-1,1.50,360,20.0,32.0,1
Marigold - Tagetes patula,0.00,2880,25.0,30.0,1
Hemp - Bandung A,0.50,180,25.0,30.0,1
Hyoscyamus niger - Black Henbane,0.03,60,25.0,28.0,1
Marigold - Tagetes patula,1.50,240,25.0,30.0,0
Hemp - Kumamoto,0.75,180,25.0,30.0,1
Sesame - Tilottama,1.00,360,23.0,25.0,1
Hemp - Indochina,0.75,180,25.0,30.0,1
Hyoscyamus niger - Black Henbane,0.06,60,25.0,28.0,0
Sesame - Tilottama,1.00,120,23.0,25.0,0
Marigold - Tagetes patula,0.60,240,25.0,30.0,0
Chinese cabbage - Brassica rapa ssp. pekinensis,0.10,360,3.0,18.0,0
Sesame - Tilottama,0.50,240,23.0,25.0,0
Marigold - Tagetes erecta,0.80,240,25.0,30.0,1
Watermelon - G42,0.20,60,25.0,30.0,0
Fodder Barley - Hordeum vulgare,0.50,90,24.0,24.0,0
Marigold - Tagetes patula,1.00,240,25.0,30.0,0
Hemp - Lembang A,0.50,6,25.0,30.0,0
Watermelon - G42,0.10,60,25.0,30.0,1
Maize - Zea mays (B73),0.70,480,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.10,30,24.0,24.0,0
Marigold - Tagetes patula,0.19,360,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.90,30,24.0,24.0,0
Fodder Barley - Hordeum vulgare,0.10,120,24.0,24.0,1
Marigold - Tagetes erecta,0.40,240,25.0,30.0,1
Marigold - Tagetes patula,2.50,240,25.0,30.0,0
Sesame - Tilottama,0.25,360,23.0,25.0,0
Hemp - Indochina,1.00,180,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.90,60,24.0,24.0,0
Fodder Barley - Hordeum vulgare,0.30,30,24.0,24.0,0
Watermelon - G42,0.15,60,25.0,30.0,1
Watermelon - G42,0.20,40,25.0,30.0,0
Cotton - Luyanmian21,1.50,360,20.0,32.0,1
Hemp - Lembang A,0.50,180,25.0,30.0,1
Hemp - Lembang A,0.75,180,25.0,30.0,1
Hemp - Bandung A,0.75,180,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.50,60,24.0,24.0,0
Fodder Barley - Hordeum vulgare,0.10,60,24.0,24.0,1
Hemp - Seiki Selskin,0.50,180,25.0,30.0,1
Marigold - Tagetes erecta,0.00,2880,25.0,30.0,1
Sunflower - Helianthus annuus (BBS-1),0.75,480,22.0,25.0,0
Fodder Barley - Hordeum vulgare,0.90,150,24.0,24.0,0
Hemp - Bandung A,0.25,180,25.0,30.0,0
Sesame - Tilottama,0.50,360,23.0,25.0,1
Hemp - Indochina,0.25,360,25.0,30.0,0
Cotton - Luyanmian21,3.50,360,20.0,32.0,0
Hyoscyamus niger - Black Henbane,0.08,60,25.0,28.0,0
Sunflower - Helianthus annuus (BBS-1),3.00,480,22.0,25.0,0
Maize - Zea mays (B73),1.00,120,25.0,30.0,1
Marigold - Tagetes erecta,1.00,240,25.0,30.0,0
Hemp - Indochina,0.50,360,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.90,120,24.0,24.0,0
Sesame - Tilottama,1.00,240,23.0,25.0,1
Hemp - Kumamoto,0.75,360,25.0,30.0,0
Fodder Barley - Hordeum vulgare,0.90,90,24.0,24.0,0
Hemp - Lembang A,0.75,6,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.50,30,24.0,24.0,0
Cotton - Luyanmian21,0.50,180,20.0,32.0,0
Jasmine - Jasminum grandiflorum,0.40,60,28.0,30.0,0
Chinese cabbage - Brassica rapa ssp. pekinensis,0.70,1440,5.0,25.0,1
Fodder Barley - Hordeum vulgare,0.30,60,24.0,24.0,1
Hemp - Lembang A,1.00,180,25.0,30.0,0
Hemp - Bandung A,1.00,180,25.0,30.0,0
Hemp - Seiki Selskin,0.75,180,25.0,30.0,1
Hemp - Seiki Selskin,0.75,360,25.0,30.0,1
Hemp - Indochina,1.00,360,25.0,30.0,1
Fenugreek - Trigonella foenum-graecum,0.30,360,25.0,30.0,0
Hemp - Indochina,0.25,180,25.0,30.0,0
Hyoscyamus niger - Black Henbane,0.07,60,25.0,28.0,0
Fodder Barley - Hordeum vulgare,0.30,150,24.0,24.0,0
Marigold - Tagetes patula,0.02,1440,25.0,30.0,0
Cotton - Luyanmian21,2.50,360,20.0,32.0,0
Marigold - Tagetes patula,2.00,240,25.0,30.0,1
Cotton - TM-1,2.50,360,20.0,32.0,0
Hemp - Lembang A,1.00,360,25.0,30.0,0
Hyoscyamus niger - Black Henbane,0.10,60,25.0,28.0,0
Fodder Barley - Hordeum vulgare,0.70,120,24.0,24.0,0
Cotton - Luyanmian21,3.50,180,20.0,32.0,0
Hyoscyamus niger - Black Henbane,0.04,60,25.0,28.0,0
Fodder Barley - Hordeum vulgare,0.70,150,24.0,24.0,0
Hemp - Lembang A,0.25,180,25.0,30.0,1
Jasmine - Jasminum grandiflorum,0.30,60,28.0,30.0,1
Jasmine - Jasminum grandiflorum,0.35,60,28.0,30.0,0
Hemp - Indochina,0.75,360,25.0,30.0,1
Cotton - TM-1,3.50,180,20.0,32.0,0
Cotton - TM-1,2.50,180,20.0,32.0,0
Marigold - Tagetes patula,0.20,240,25.0,30.0,0
Hemp - Kumamoto,0.50,180,25.0,30.0,1
Sesame - Tilottama,0.25,120,23.0,25.0,0
Sunflower - Helianthus annuus (BBS-1),0.60,480,22.0,25.0,1
Fenugreek - Trigonella foenum-graecum,0.40,360,25.0,30.0,0
Jasmine - Jasminum grandiflorum,0.25,60,28.0,30.0,1
Cotton - TM-1,0.50,180,20.0,32.0,0
Fodder Barley - Hordeum vulgare,0.70,60,24.0,24.0,0
Marigold - Tagetes erecta,0.00,240,25.0,30.0,0
Hemp - Kumamoto,0.50,360,25.0,30.0,1
Hemp - Kumamoto,1.00,360,25.0,30.0,1
Marigold - Tagetes erecta,0.60,240,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.50,120,24.0,24.0,0
Fodder Barley - Hordeum vulgare,0.30,120,24.0,24.0,0
Marigold - Tagetes patula,0.80,240,25.0,30.0,0
Hemp - Seiki Selskin,1.00,360,25.0,30.0,1
Hemp - Indochina,0.50,180,25.0,30.0,1
Watermelon - G42,0.20,80,25.0,30.0,0
Watermelon - G42,0.15,40,25.0,30.0,1
Hemp - Seiki Selskin,0.50,360,25.0,30.0,0
Hemp - Kumamoto,0.25,180,25.0,30.0,0
Fodder Barley - Hordeum vulgare,0.50,150,24.0,24.0,0
Cotton - Luyanmian21,2.50,180,20.0,32.0,0
Hemp - Seiki Selskin,0.25,180,25.0,30.0,1
Marigold - Tagetes erecta,0.20,240,25.0,30.0,0
Hemp - Bandung A,0.25,360,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.70,30,24.0,24.0,0
Fodder Barley - Hordeum vulgare,0.10,90,24.0,24.0,1
Hemp - Bandung A,1.00,360,25.0,30.0,0
Marigold - Tagetes patula,0.40,240,25.0,30.0,0
Hyoscyamus niger - Black Henbane,0.05,60,25.0,28.0,0
Hemp - Bandung A,0.75,360,25.0,30.0,1
Sesame - Tilottama,0.50,120,23.0,25.0,0
Marigold - Tagetes patula,3.00,240,25.0,30.0,0
Maize - Zea mays (B73),0.50,240,25.0,30.0,0
Hemp - Seiki Selskin,0.25,360,25.0,30.0,0
Fodder Barley - Hordeum vulgare,0.10,150,24.0,24.0,0
Cotton - Luyanmian21,0.50,360,20.0,32.0,0
Fenugreek - Trigonella foenum-graecum,0.10,360,25.0,30.0,1
Marigold - Tagetes erecta,0.01,1440,25.0,30.0,1
Sesame - Tilottama,0.25,240,23.0,25.0,0
Marigold - Tagetes patula,0.00,240,25.0,30.0,0
Hemp - Kumamoto,1.00,180,25.0,30.0,0
Sunflower - Helianthus annuus (BBS-1),0.50,480,22.0,25.0,1
Hyoscyamus niger - Black Henbane,0.01,60,25.0,28.0,1
Chinese cabbage - Brassica rapa ssp. pekinensis,0.50,720,4.0,25.0,1
Hemp - Bandung A,0.50,360,25.0,30.0,1
Fodder Barley - Hordeum vulgare,0.70,90,24.0,24.0,0
Chinese cabbage - Brassica rapa ssp. pekinensis,1.00,2880,4.0,28.0,1
Fenugreek - Trigonella foenum-graecum,0.20,360,25.0,30.0,1
Cotton - Luyanmian21,1.50,180,20.0,32.0,1
Watermelon - G42,0.10,80,25.0,30.0,0
Hemp - Seiki Selskin,1.00,180,25.0,30.0,0
Fodder Barley - Hordeum vulgare,0.30,90,24.0,24.0,1
Maize - Zea mays (B73),1.20,720,25.0,30.0,0
Hyoscyamus niger - Black Henbane,0.09,60,25.0,28.0,0
Hemp - Kumamoto,0.25,360,25.0,30.0,0
Chinese cabbage - Brassica rapa ssp. pekinensis,0.30,480,4.0,20.0,0
Marigold - Tagetes erecta,0.08,360,25.0,30.0,0
1 species emsConcentration soakDuration lowestTemp highestTemp result
2 Cotton - TM-1 1.50 180 20.0 32.0 1
3 Hemp - Lembang A 0.25 360 25.0 30.0 0
4 Cotton - TM-1 3.50 360 20.0 32.0 0
5 Hyoscyamus niger - Black Henbane 0.02 60 25.0 28.0 1
6 Sunflower - Helianthus annuus (BBS-1) 1.00 480 22.0 25.0 0
7 Cotton - TM-1 0.50 360 20.0 32.0 0
8 Watermelon - G42 0.10 40 25.0 30.0 1
9 Sunflower - Helianthus annuus (BBS-1) 2.00 480 22.0 25.0 0
10 Watermelon - G42 0.15 80 25.0 30.0 0
11 Cotton - TM-1 1.50 360 20.0 32.0 1
12 Marigold - Tagetes patula 0.00 2880 25.0 30.0 1
13 Hemp - Bandung A 0.50 180 25.0 30.0 1
14 Hyoscyamus niger - Black Henbane 0.03 60 25.0 28.0 1
15 Marigold - Tagetes patula 1.50 240 25.0 30.0 0
16 Hemp - Kumamoto 0.75 180 25.0 30.0 1
17 Sesame - Tilottama 1.00 360 23.0 25.0 1
18 Hemp - Indochina 0.75 180 25.0 30.0 1
19 Hyoscyamus niger - Black Henbane 0.06 60 25.0 28.0 0
20 Sesame - Tilottama 1.00 120 23.0 25.0 0
21 Marigold - Tagetes patula 0.60 240 25.0 30.0 0
22 Chinese cabbage - Brassica rapa ssp. pekinensis 0.10 360 3.0 18.0 0
23 Sesame - Tilottama 0.50 240 23.0 25.0 0
24 Marigold - Tagetes erecta 0.80 240 25.0 30.0 1
25 Watermelon - G42 0.20 60 25.0 30.0 0
26 Fodder Barley - Hordeum vulgare 0.50 90 24.0 24.0 0
27 Marigold - Tagetes patula 1.00 240 25.0 30.0 0
28 Hemp - Lembang A 0.50 6 25.0 30.0 0
29 Watermelon - G42 0.10 60 25.0 30.0 1
30 Maize - Zea mays (B73) 0.70 480 25.0 30.0 1
31 Fodder Barley - Hordeum vulgare 0.10 30 24.0 24.0 0
32 Marigold - Tagetes patula 0.19 360 25.0 30.0 1
33 Fodder Barley - Hordeum vulgare 0.90 30 24.0 24.0 0
34 Fodder Barley - Hordeum vulgare 0.10 120 24.0 24.0 1
35 Marigold - Tagetes erecta 0.40 240 25.0 30.0 1
36 Marigold - Tagetes patula 2.50 240 25.0 30.0 0
37 Sesame - Tilottama 0.25 360 23.0 25.0 0
38 Hemp - Indochina 1.00 180 25.0 30.0 1
39 Fodder Barley - Hordeum vulgare 0.90 60 24.0 24.0 0
40 Fodder Barley - Hordeum vulgare 0.30 30 24.0 24.0 0
41 Watermelon - G42 0.15 60 25.0 30.0 1
42 Watermelon - G42 0.20 40 25.0 30.0 0
43 Cotton - Luyanmian21 1.50 360 20.0 32.0 1
44 Hemp - Lembang A 0.50 180 25.0 30.0 1
45 Hemp - Lembang A 0.75 180 25.0 30.0 1
46 Hemp - Bandung A 0.75 180 25.0 30.0 1
47 Fodder Barley - Hordeum vulgare 0.50 60 24.0 24.0 0
48 Fodder Barley - Hordeum vulgare 0.10 60 24.0 24.0 1
49 Hemp - Seiki Selskin 0.50 180 25.0 30.0 1
50 Marigold - Tagetes erecta 0.00 2880 25.0 30.0 1
51 Sunflower - Helianthus annuus (BBS-1) 0.75 480 22.0 25.0 0
52 Fodder Barley - Hordeum vulgare 0.90 150 24.0 24.0 0
53 Hemp - Bandung A 0.25 180 25.0 30.0 0
54 Sesame - Tilottama 0.50 360 23.0 25.0 1
55 Hemp - Indochina 0.25 360 25.0 30.0 0
56 Cotton - Luyanmian21 3.50 360 20.0 32.0 0
57 Hyoscyamus niger - Black Henbane 0.08 60 25.0 28.0 0
58 Sunflower - Helianthus annuus (BBS-1) 3.00 480 22.0 25.0 0
59 Maize - Zea mays (B73) 1.00 120 25.0 30.0 1
60 Marigold - Tagetes erecta 1.00 240 25.0 30.0 0
61 Hemp - Indochina 0.50 360 25.0 30.0 1
62 Fodder Barley - Hordeum vulgare 0.90 120 24.0 24.0 0
63 Sesame - Tilottama 1.00 240 23.0 25.0 1
64 Hemp - Kumamoto 0.75 360 25.0 30.0 0
65 Fodder Barley - Hordeum vulgare 0.90 90 24.0 24.0 0
66 Hemp - Lembang A 0.75 6 25.0 30.0 1
67 Fodder Barley - Hordeum vulgare 0.50 30 24.0 24.0 0
68 Cotton - Luyanmian21 0.50 180 20.0 32.0 0
69 Jasmine - Jasminum grandiflorum 0.40 60 28.0 30.0 0
70 Chinese cabbage - Brassica rapa ssp. pekinensis 0.70 1440 5.0 25.0 1
71 Fodder Barley - Hordeum vulgare 0.30 60 24.0 24.0 1
72 Hemp - Lembang A 1.00 180 25.0 30.0 0
73 Hemp - Bandung A 1.00 180 25.0 30.0 0
74 Hemp - Seiki Selskin 0.75 180 25.0 30.0 1
75 Hemp - Seiki Selskin 0.75 360 25.0 30.0 1
76 Hemp - Indochina 1.00 360 25.0 30.0 1
77 Fenugreek - Trigonella foenum-graecum 0.30 360 25.0 30.0 0
78 Hemp - Indochina 0.25 180 25.0 30.0 0
79 Hyoscyamus niger - Black Henbane 0.07 60 25.0 28.0 0
80 Fodder Barley - Hordeum vulgare 0.30 150 24.0 24.0 0
81 Marigold - Tagetes patula 0.02 1440 25.0 30.0 0
82 Cotton - Luyanmian21 2.50 360 20.0 32.0 0
83 Marigold - Tagetes patula 2.00 240 25.0 30.0 1
84 Cotton - TM-1 2.50 360 20.0 32.0 0
85 Hemp - Lembang A 1.00 360 25.0 30.0 0
86 Hyoscyamus niger - Black Henbane 0.10 60 25.0 28.0 0
87 Fodder Barley - Hordeum vulgare 0.70 120 24.0 24.0 0
88 Cotton - Luyanmian21 3.50 180 20.0 32.0 0
89 Hyoscyamus niger - Black Henbane 0.04 60 25.0 28.0 0
90 Fodder Barley - Hordeum vulgare 0.70 150 24.0 24.0 0
91 Hemp - Lembang A 0.25 180 25.0 30.0 1
92 Jasmine - Jasminum grandiflorum 0.30 60 28.0 30.0 1
93 Jasmine - Jasminum grandiflorum 0.35 60 28.0 30.0 0
94 Hemp - Indochina 0.75 360 25.0 30.0 1
95 Cotton - TM-1 3.50 180 20.0 32.0 0
96 Cotton - TM-1 2.50 180 20.0 32.0 0
97 Marigold - Tagetes patula 0.20 240 25.0 30.0 0
98 Hemp - Kumamoto 0.50 180 25.0 30.0 1
99 Sesame - Tilottama 0.25 120 23.0 25.0 0
100 Sunflower - Helianthus annuus (BBS-1) 0.60 480 22.0 25.0 1
101 Fenugreek - Trigonella foenum-graecum 0.40 360 25.0 30.0 0
102 Jasmine - Jasminum grandiflorum 0.25 60 28.0 30.0 1
103 Cotton - TM-1 0.50 180 20.0 32.0 0
104 Fodder Barley - Hordeum vulgare 0.70 60 24.0 24.0 0
105 Marigold - Tagetes erecta 0.00 240 25.0 30.0 0
106 Hemp - Kumamoto 0.50 360 25.0 30.0 1
107 Hemp - Kumamoto 1.00 360 25.0 30.0 1
108 Marigold - Tagetes erecta 0.60 240 25.0 30.0 1
109 Fodder Barley - Hordeum vulgare 0.50 120 24.0 24.0 0
110 Fodder Barley - Hordeum vulgare 0.30 120 24.0 24.0 0
111 Marigold - Tagetes patula 0.80 240 25.0 30.0 0
112 Hemp - Seiki Selskin 1.00 360 25.0 30.0 1
113 Hemp - Indochina 0.50 180 25.0 30.0 1
114 Watermelon - G42 0.20 80 25.0 30.0 0
115 Watermelon - G42 0.15 40 25.0 30.0 1
116 Hemp - Seiki Selskin 0.50 360 25.0 30.0 0
117 Hemp - Kumamoto 0.25 180 25.0 30.0 0
118 Fodder Barley - Hordeum vulgare 0.50 150 24.0 24.0 0
119 Cotton - Luyanmian21 2.50 180 20.0 32.0 0
120 Hemp - Seiki Selskin 0.25 180 25.0 30.0 1
121 Marigold - Tagetes erecta 0.20 240 25.0 30.0 0
122 Hemp - Bandung A 0.25 360 25.0 30.0 1
123 Fodder Barley - Hordeum vulgare 0.70 30 24.0 24.0 0
124 Fodder Barley - Hordeum vulgare 0.10 90 24.0 24.0 1
125 Hemp - Bandung A 1.00 360 25.0 30.0 0
126 Marigold - Tagetes patula 0.40 240 25.0 30.0 0
127 Hyoscyamus niger - Black Henbane 0.05 60 25.0 28.0 0
128 Hemp - Bandung A 0.75 360 25.0 30.0 1
129 Sesame - Tilottama 0.50 120 23.0 25.0 0
130 Marigold - Tagetes patula 3.00 240 25.0 30.0 0
131 Maize - Zea mays (B73) 0.50 240 25.0 30.0 0
132 Hemp - Seiki Selskin 0.25 360 25.0 30.0 0
133 Fodder Barley - Hordeum vulgare 0.10 150 24.0 24.0 0
134 Cotton - Luyanmian21 0.50 360 20.0 32.0 0
135 Fenugreek - Trigonella foenum-graecum 0.10 360 25.0 30.0 1
136 Marigold - Tagetes erecta 0.01 1440 25.0 30.0 1
137 Sesame - Tilottama 0.25 240 23.0 25.0 0
138 Marigold - Tagetes patula 0.00 240 25.0 30.0 0
139 Hemp - Kumamoto 1.00 180 25.0 30.0 0
140 Sunflower - Helianthus annuus (BBS-1) 0.50 480 22.0 25.0 1
141 Hyoscyamus niger - Black Henbane 0.01 60 25.0 28.0 1
142 Chinese cabbage - Brassica rapa ssp. pekinensis 0.50 720 4.0 25.0 1
143 Hemp - Bandung A 0.50 360 25.0 30.0 1
144 Fodder Barley - Hordeum vulgare 0.70 90 24.0 24.0 0
145 Chinese cabbage - Brassica rapa ssp. pekinensis 1.00 2880 4.0 28.0 1
146 Fenugreek - Trigonella foenum-graecum 0.20 360 25.0 30.0 1
147 Cotton - Luyanmian21 1.50 180 20.0 32.0 1
148 Watermelon - G42 0.10 80 25.0 30.0 0
149 Hemp - Seiki Selskin 1.00 180 25.0 30.0 0
150 Fodder Barley - Hordeum vulgare 0.30 90 24.0 24.0 1
151 Maize - Zea mays (B73) 1.20 720 25.0 30.0 0
152 Hyoscyamus niger - Black Henbane 0.09 60 25.0 28.0 0
153 Hemp - Kumamoto 0.25 360 25.0 30.0 0
154 Chinese cabbage - Brassica rapa ssp. pekinensis 0.30 480 4.0 20.0 0
155 Marigold - Tagetes erecta 0.08 360 25.0 30.0 0

View File

@ -0,0 +1,155 @@
species,emsConcentration,soakDuration,lowestTemp,highestTemp,result
Hemp - Kumamoto,0.25,180,25,30,0
Hemp - Kumamoto,0.50,180,25,30,1
Hemp - Kumamoto,0.75,180,25,30,1
Hemp - Kumamoto,1.00,180,25,30,0
Hemp - Kumamoto,0.25,360,25,30,0
Hemp - Kumamoto,0.50,360,25,30,1
Hemp - Kumamoto,0.75,360,25,30,0
Hemp - Kumamoto,1.00,360,25,30,1
Hemp - Seiki Selskin,0.25,180,25,30,1
Hemp - Seiki Selskin,0.50,180,25,30,1
Hemp - Seiki Selskin,0.75,180,25,30,1
Hemp - Seiki Selskin,1.00,180,25,30,0
Hemp - Seiki Selskin,0.25,360,25,30,0
Hemp - Seiki Selskin,0.50,360,25,30,0
Hemp - Seiki Selskin,0.75,360,25,30,1
Hemp - Seiki Selskin,1.00,360,25,30,1
Hemp - Lembang A,0.25,180,25,30,1
Hemp - Lembang A,0.50,180,25,30,1
Hemp - Lembang A,0.75,180,25,30,1
Hemp - Lembang A,1.00,180,25,30,0
Hemp - Lembang A,0.25,360,25,30,0
Hemp - Lembang A,0.50,6,25,30,0
Hemp - Lembang A,0.75,6,25,30,1
Hemp - Lembang A,1.00,360,25,30,0
Hemp - Bandung A,0.25,180,25,30,0
Hemp - Bandung A,0.50,180,25,30,1
Hemp - Bandung A,0.75,180,25,30,1
Hemp - Bandung A,1.00,180,25,30,0
Hemp - Bandung A,0.25,360,25,30,1
Hemp - Bandung A,0.50,360,25,30,1
Hemp - Bandung A,0.75,360,25,30,1
Hemp - Bandung A,1.00,360,25,30,0
Hemp - Indochina,0.25,180,25,30,0
Hemp - Indochina,0.50,180,25,30,1
Hemp - Indochina,0.75,180,25,30,1
Hemp - Indochina,1.00,180,25,30,1
Hemp - Indochina,0.25,360,25,30,0
Hemp - Indochina,0.50,360,25,30,1
Hemp - Indochina,0.75,360,25,30,1
Hemp - Indochina,1.00,360,25,30,1
Marigold - Tagetes erecta,0.0,240,25,30,0
Marigold - Tagetes erecta,0.2,240,25,30,0
Marigold - Tagetes erecta,0.4,240,25,30,1
Marigold - Tagetes erecta,0.6,240,25,30,1
Marigold - Tagetes erecta,0.8,240,25,30,1
Marigold - Tagetes erecta,1.0,240,25,30,0
Marigold - Tagetes erecta,0.082,360,25,30,0
Marigold - Tagetes erecta,0.0082,1440,25,30,1
Marigold - Tagetes erecta,0.00082,2880,25,30,1
Marigold - Tagetes patula,0.0,240,25,30,0
Marigold - Tagetes patula,0.2,240,25,30,0
Marigold - Tagetes patula,0.4,240,25,30,0
Marigold - Tagetes patula,0.6,240,25,30,0
Marigold - Tagetes patula,0.8,240,25,30,0
Marigold - Tagetes patula,1.0,240,25,30,0
Marigold - Tagetes patula,1.5,240,25,30,0
Marigold - Tagetes patula,2.0,240,25,30,1
Marigold - Tagetes patula,2.5,240,25,30,0
Marigold - Tagetes patula,3.0,240,25,30,0
Marigold - Tagetes patula,0.187,360,25,30,1
Marigold - Tagetes patula,0.0187,1440,25,30,0
Marigold - Tagetes patula,0.00187,2880,25,30,1
Fodder Barley - Hordeum vulgare,0.1,30,24,24,0
Fodder Barley - Hordeum vulgare,0.1,60,24,24,1
Fodder Barley - Hordeum vulgare,0.1,90,24,24,1
Fodder Barley - Hordeum vulgare,0.1,120,24,24,1
Fodder Barley - Hordeum vulgare,0.1,150,24,24,0
Fodder Barley - Hordeum vulgare,0.3,30,24,24,0
Fodder Barley - Hordeum vulgare,0.3,60,24,24,1
Fodder Barley - Hordeum vulgare,0.3,90,24,24,1
Fodder Barley - Hordeum vulgare,0.3,120,24,24,0
Fodder Barley - Hordeum vulgare,0.3,150,24,24,0
Fodder Barley - Hordeum vulgare,0.5,30,24,24,0
Fodder Barley - Hordeum vulgare,0.5,60,24,24,0
Fodder Barley - Hordeum vulgare,0.5,90,24,24,0
Fodder Barley - Hordeum vulgare,0.5,120,24,24,0
Fodder Barley - Hordeum vulgare,0.5,150,24,24,0
Fodder Barley - Hordeum vulgare,0.7,30,24,24,0
Fodder Barley - Hordeum vulgare,0.7,60,24,24,0
Fodder Barley - Hordeum vulgare,0.7,90,24,24,0
Fodder Barley - Hordeum vulgare,0.7,120,24,24,0
Fodder Barley - Hordeum vulgare,0.7,150,24,24,0
Fodder Barley - Hordeum vulgare,0.9,30,24,24,0
Fodder Barley - Hordeum vulgare,0.9,60,24,24,0
Fodder Barley - Hordeum vulgare,0.9,90,24,24,0
Fodder Barley - Hordeum vulgare,0.9,120,24,24,0
Fodder Barley - Hordeum vulgare,0.9,150,24,24,0
Watermelon - G42,0.1,40,25,30,1
Watermelon - G42,0.1,60,25,30,1
Watermelon - G42,0.1,80,25,30,0
Watermelon - G42,0.15,40,25,30,1
Watermelon - G42,0.15,60,25,30,1
Watermelon - G42,0.15,80,25,30,0
Watermelon - G42,0.2,40,25,30,0
Watermelon - G42,0.2,60,25,30,0
Watermelon - G42,0.2,80,25,30,0
Cotton - TM-1,0.5,180,20,32,0
Cotton - TM-1,1.5,180,20,32,1
Cotton - TM-1,2.5,180,20,32,0
Cotton - TM-1,3.5,180,20,32,0
Cotton - TM-1,0.5,360,20,32,0
Cotton - TM-1,1.5,360,20,32,1
Cotton - TM-1,2.5,360,20,32,0
Cotton - TM-1,3.5,360,20,32,0
Cotton - Luyanmian21,0.5,180,20,32,0
Cotton - Luyanmian21,1.5,180,20,32,1
Cotton - Luyanmian21,2.5,180,20,32,0
Cotton - Luyanmian21,3.5,180,20,32,0
Cotton - Luyanmian21,0.5,360,20,32,0
Cotton - Luyanmian21,1.5,360,20,32,1
Cotton - Luyanmian21,2.5,360,20,32,0
Cotton - Luyanmian21,3.5,360,20,32,0
Sesame - Tilottama,0.25,120,23,25,0
Sesame - Tilottama,0.25,240,23,25,0
Sesame - Tilottama,0.25,360,23,25,0
Sesame - Tilottama,0.50,120,23,25,0
Sesame - Tilottama,0.50,240,23,25,0
Sesame - Tilottama,0.50,360,23,25,1
Sesame - Tilottama,1.00,120,23,25,0
Sesame - Tilottama,1.00,240,23,25,1
Sesame - Tilottama,1.00,360,23,25,1
Chinese cabbage - Brassica rapa ssp. pekinensis,0.5,720,4,25,1
Chinese cabbage - Brassica rapa ssp. pekinensis,0.3,480,4,20,0
Chinese cabbage - Brassica rapa ssp. pekinensis,0.7,1440,5,25,1
Chinese cabbage - Brassica rapa ssp. pekinensis,0.1,360,3,18,0
Chinese cabbage - Brassica rapa ssp. pekinensis,1.0,2880,4,28,1
Jasmine - Jasminum grandiflorum,0.25,60,28,30,1
Jasmine - Jasminum grandiflorum,0.30,60,28,30,1
Jasmine - Jasminum grandiflorum,0.35,60,28,30,0
Jasmine - Jasminum grandiflorum,0.40,60,28,30,0
Maize - Zea mays (B73),1.0,120,25,30,1
Maize - Zea mays (B73),0.5,240,25,30,0
Maize - Zea mays (B73),0.7,480,25,30,1
Maize - Zea mays (B73),1.2,720,25,30,0
Sunflower - Helianthus annuus (BBS-1),0.5,480,22,25,1
Sunflower - Helianthus annuus (BBS-1),0.6,480,22,25,1
Sunflower - Helianthus annuus (BBS-1),0.75,480,22,25,0
Sunflower - Helianthus annuus (BBS-1),1.0,480,22,25,0
Sunflower - Helianthus annuus (BBS-1),2.0,480,22,25,0
Sunflower - Helianthus annuus (BBS-1),3.0,480,22,25,0
Fenugreek - Trigonella foenum-graecum,0.1,360,25,30,1
Fenugreek - Trigonella foenum-graecum,0.2,360,25,30,1
Fenugreek - Trigonella foenum-graecum,0.3,360,25,30,0
Fenugreek - Trigonella foenum-graecum,0.4,360,25,30,0
Hyoscyamus niger - Black Henbane,0.01,60,25,28,1
Hyoscyamus niger - Black Henbane,0.02,60,25,28,1
Hyoscyamus niger - Black Henbane,0.03,60,25,28,1
Hyoscyamus niger - Black Henbane,0.04,60,25,28,0
Hyoscyamus niger - Black Henbane,0.05,60,25,28,0
Hyoscyamus niger - Black Henbane,0.06,60,25,28,0
Hyoscyamus niger - Black Henbane,0.07,60,25,28,0
Hyoscyamus niger - Black Henbane,0.08,60,25,28,0
Hyoscyamus niger - Black Henbane,0.09,60,25,28,0
Hyoscyamus niger - Black Henbane,0.1,60,25,28,0
1 species emsConcentration soakDuration lowestTemp highestTemp result
2 Hemp - Kumamoto 0.25 180 25 30 0
3 Hemp - Kumamoto 0.50 180 25 30 1
4 Hemp - Kumamoto 0.75 180 25 30 1
5 Hemp - Kumamoto 1.00 180 25 30 0
6 Hemp - Kumamoto 0.25 360 25 30 0
7 Hemp - Kumamoto 0.50 360 25 30 1
8 Hemp - Kumamoto 0.75 360 25 30 0
9 Hemp - Kumamoto 1.00 360 25 30 1
10 Hemp - Seiki Selskin 0.25 180 25 30 1
11 Hemp - Seiki Selskin 0.50 180 25 30 1
12 Hemp - Seiki Selskin 0.75 180 25 30 1
13 Hemp - Seiki Selskin 1.00 180 25 30 0
14 Hemp - Seiki Selskin 0.25 360 25 30 0
15 Hemp - Seiki Selskin 0.50 360 25 30 0
16 Hemp - Seiki Selskin 0.75 360 25 30 1
17 Hemp - Seiki Selskin 1.00 360 25 30 1
18 Hemp - Lembang A 0.25 180 25 30 1
19 Hemp - Lembang A 0.50 180 25 30 1
20 Hemp - Lembang A 0.75 180 25 30 1
21 Hemp - Lembang A 1.00 180 25 30 0
22 Hemp - Lembang A 0.25 360 25 30 0
23 Hemp - Lembang A 0.50 6 25 30 0
24 Hemp - Lembang A 0.75 6 25 30 1
25 Hemp - Lembang A 1.00 360 25 30 0
26 Hemp - Bandung A 0.25 180 25 30 0
27 Hemp - Bandung A 0.50 180 25 30 1
28 Hemp - Bandung A 0.75 180 25 30 1
29 Hemp - Bandung A 1.00 180 25 30 0
30 Hemp - Bandung A 0.25 360 25 30 1
31 Hemp - Bandung A 0.50 360 25 30 1
32 Hemp - Bandung A 0.75 360 25 30 1
33 Hemp - Bandung A 1.00 360 25 30 0
34 Hemp - Indochina 0.25 180 25 30 0
35 Hemp - Indochina 0.50 180 25 30 1
36 Hemp - Indochina 0.75 180 25 30 1
37 Hemp - Indochina 1.00 180 25 30 1
38 Hemp - Indochina 0.25 360 25 30 0
39 Hemp - Indochina 0.50 360 25 30 1
40 Hemp - Indochina 0.75 360 25 30 1
41 Hemp - Indochina 1.00 360 25 30 1
42 Marigold - Tagetes erecta 0.0 240 25 30 0
43 Marigold - Tagetes erecta 0.2 240 25 30 0
44 Marigold - Tagetes erecta 0.4 240 25 30 1
45 Marigold - Tagetes erecta 0.6 240 25 30 1
46 Marigold - Tagetes erecta 0.8 240 25 30 1
47 Marigold - Tagetes erecta 1.0 240 25 30 0
48 Marigold - Tagetes erecta 0.082 360 25 30 0
49 Marigold - Tagetes erecta 0.0082 1440 25 30 1
50 Marigold - Tagetes erecta 0.00082 2880 25 30 1
51 Marigold - Tagetes patula 0.0 240 25 30 0
52 Marigold - Tagetes patula 0.2 240 25 30 0
53 Marigold - Tagetes patula 0.4 240 25 30 0
54 Marigold - Tagetes patula 0.6 240 25 30 0
55 Marigold - Tagetes patula 0.8 240 25 30 0
56 Marigold - Tagetes patula 1.0 240 25 30 0
57 Marigold - Tagetes patula 1.5 240 25 30 0
58 Marigold - Tagetes patula 2.0 240 25 30 1
59 Marigold - Tagetes patula 2.5 240 25 30 0
60 Marigold - Tagetes patula 3.0 240 25 30 0
61 Marigold - Tagetes patula 0.187 360 25 30 1
62 Marigold - Tagetes patula 0.0187 1440 25 30 0
63 Marigold - Tagetes patula 0.00187 2880 25 30 1
64 Fodder Barley - Hordeum vulgare 0.1 30 24 24 0
65 Fodder Barley - Hordeum vulgare 0.1 60 24 24 1
66 Fodder Barley - Hordeum vulgare 0.1 90 24 24 1
67 Fodder Barley - Hordeum vulgare 0.1 120 24 24 1
68 Fodder Barley - Hordeum vulgare 0.1 150 24 24 0
69 Fodder Barley - Hordeum vulgare 0.3 30 24 24 0
70 Fodder Barley - Hordeum vulgare 0.3 60 24 24 1
71 Fodder Barley - Hordeum vulgare 0.3 90 24 24 1
72 Fodder Barley - Hordeum vulgare 0.3 120 24 24 0
73 Fodder Barley - Hordeum vulgare 0.3 150 24 24 0
74 Fodder Barley - Hordeum vulgare 0.5 30 24 24 0
75 Fodder Barley - Hordeum vulgare 0.5 60 24 24 0
76 Fodder Barley - Hordeum vulgare 0.5 90 24 24 0
77 Fodder Barley - Hordeum vulgare 0.5 120 24 24 0
78 Fodder Barley - Hordeum vulgare 0.5 150 24 24 0
79 Fodder Barley - Hordeum vulgare 0.7 30 24 24 0
80 Fodder Barley - Hordeum vulgare 0.7 60 24 24 0
81 Fodder Barley - Hordeum vulgare 0.7 90 24 24 0
82 Fodder Barley - Hordeum vulgare 0.7 120 24 24 0
83 Fodder Barley - Hordeum vulgare 0.7 150 24 24 0
84 Fodder Barley - Hordeum vulgare 0.9 30 24 24 0
85 Fodder Barley - Hordeum vulgare 0.9 60 24 24 0
86 Fodder Barley - Hordeum vulgare 0.9 90 24 24 0
87 Fodder Barley - Hordeum vulgare 0.9 120 24 24 0
88 Fodder Barley - Hordeum vulgare 0.9 150 24 24 0
89 Watermelon - G42 0.1 40 25 30 1
90 Watermelon - G42 0.1 60 25 30 1
91 Watermelon - G42 0.1 80 25 30 0
92 Watermelon - G42 0.15 40 25 30 1
93 Watermelon - G42 0.15 60 25 30 1
94 Watermelon - G42 0.15 80 25 30 0
95 Watermelon - G42 0.2 40 25 30 0
96 Watermelon - G42 0.2 60 25 30 0
97 Watermelon - G42 0.2 80 25 30 0
98 Cotton - TM-1 0.5 180 20 32 0
99 Cotton - TM-1 1.5 180 20 32 1
100 Cotton - TM-1 2.5 180 20 32 0
101 Cotton - TM-1 3.5 180 20 32 0
102 Cotton - TM-1 0.5 360 20 32 0
103 Cotton - TM-1 1.5 360 20 32 1
104 Cotton - TM-1 2.5 360 20 32 0
105 Cotton - TM-1 3.5 360 20 32 0
106 Cotton - Luyanmian21 0.5 180 20 32 0
107 Cotton - Luyanmian21 1.5 180 20 32 1
108 Cotton - Luyanmian21 2.5 180 20 32 0
109 Cotton - Luyanmian21 3.5 180 20 32 0
110 Cotton - Luyanmian21 0.5 360 20 32 0
111 Cotton - Luyanmian21 1.5 360 20 32 1
112 Cotton - Luyanmian21 2.5 360 20 32 0
113 Cotton - Luyanmian21 3.5 360 20 32 0
114 Sesame - Tilottama 0.25 120 23 25 0
115 Sesame - Tilottama 0.25 240 23 25 0
116 Sesame - Tilottama 0.25 360 23 25 0
117 Sesame - Tilottama 0.50 120 23 25 0
118 Sesame - Tilottama 0.50 240 23 25 0
119 Sesame - Tilottama 0.50 360 23 25 1
120 Sesame - Tilottama 1.00 120 23 25 0
121 Sesame - Tilottama 1.00 240 23 25 1
122 Sesame - Tilottama 1.00 360 23 25 1
123 Chinese cabbage - Brassica rapa ssp. pekinensis 0.5 720 4 25 1
124 Chinese cabbage - Brassica rapa ssp. pekinensis 0.3 480 4 20 0
125 Chinese cabbage - Brassica rapa ssp. pekinensis 0.7 1440 5 25 1
126 Chinese cabbage - Brassica rapa ssp. pekinensis 0.1 360 3 18 0
127 Chinese cabbage - Brassica rapa ssp. pekinensis 1.0 2880 4 28 1
128 Jasmine - Jasminum grandiflorum 0.25 60 28 30 1
129 Jasmine - Jasminum grandiflorum 0.30 60 28 30 1
130 Jasmine - Jasminum grandiflorum 0.35 60 28 30 0
131 Jasmine - Jasminum grandiflorum 0.40 60 28 30 0
132 Maize - Zea mays (B73) 1.0 120 25 30 1
133 Maize - Zea mays (B73) 0.5 240 25 30 0
134 Maize - Zea mays (B73) 0.7 480 25 30 1
135 Maize - Zea mays (B73) 1.2 720 25 30 0
136 Sunflower - Helianthus annuus (BBS-1) 0.5 480 22 25 1
137 Sunflower - Helianthus annuus (BBS-1) 0.6 480 22 25 1
138 Sunflower - Helianthus annuus (BBS-1) 0.75 480 22 25 0
139 Sunflower - Helianthus annuus (BBS-1) 1.0 480 22 25 0
140 Sunflower - Helianthus annuus (BBS-1) 2.0 480 22 25 0
141 Sunflower - Helianthus annuus (BBS-1) 3.0 480 22 25 0
142 Fenugreek - Trigonella foenum-graecum 0.1 360 25 30 1
143 Fenugreek - Trigonella foenum-graecum 0.2 360 25 30 1
144 Fenugreek - Trigonella foenum-graecum 0.3 360 25 30 0
145 Fenugreek - Trigonella foenum-graecum 0.4 360 25 30 0
146 Hyoscyamus niger - Black Henbane 0.01 60 25 28 1
147 Hyoscyamus niger - Black Henbane 0.02 60 25 28 1
148 Hyoscyamus niger - Black Henbane 0.03 60 25 28 1
149 Hyoscyamus niger - Black Henbane 0.04 60 25 28 0
150 Hyoscyamus niger - Black Henbane 0.05 60 25 28 0
151 Hyoscyamus niger - Black Henbane 0.06 60 25 28 0
152 Hyoscyamus niger - Black Henbane 0.07 60 25 28 0
153 Hyoscyamus niger - Black Henbane 0.08 60 25 28 0
154 Hyoscyamus niger - Black Henbane 0.09 60 25 28 0
155 Hyoscyamus niger - Black Henbane 0.1 60 25 28 0

View File

1671
ems-model/model.ipynb Normal file

File diff suppressed because one or more lines are too long

178
ems-model/model.py Normal file
View File

@ -0,0 +1,178 @@
import pandas as pd
from sklearn.model_selection import StratifiedShuffleSplit, cross_val_score, train_test_split
from sklearn.ensemble import RandomForestClassifier
from sklearn.preprocessing import LabelEncoder, MinMaxScaler
from sklearn.metrics import classification_report, confusion_matrix
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import pickle
import os
import subprocess
np.random.seed(42)
def load_data(file_path):
"""
Load the data from .csv file (must be a csv)
"""
try:
df = pd.read_csv(file_path)
print("CSV Loaded, Dataset shape:", df.shape)
return df
except FileNotFoundError:
print(f"Error: CSV File {file_path} not found!")
return None
def preprocess_data(df):
"""
Preprocess data:
- LabelEncoder to species (categorical)
- MinMaxScaling for the rest (numerical)
"""
if not os.path.exists("pickles"):
os.makedirs("pickles")
le = LabelEncoder()
df['species'] = le.fit_transform(df['species'])
with open('pickles/label_encoding.pkl', 'wb') as f:
pickle.dump(le, f)
scaler = MinMaxScaler()
numerical_columns = ['soakDuration', 'lowestTemp', 'highestTemp']
df[numerical_columns] = scaler.fit_transform(df[numerical_columns])
scaled_features = df[numerical_columns]
with open('pickles/scaler_encoding.pkl', 'wb') as f:
pickle.dump(scaler, f)
X = df[['species', 'emsConcentration', 'soakDuration',
'lowestTemp', 'highestTemp']]
y = df['result']
return X, y
def train_model(X, y):
"""
Split data and train Random Forest model
"""
X_train, X_test, y_train, y_test = train_test_split(
X, y, test_size=0.3, random_state=42
)
# initialize and train model
# use hitchhiker's guide to the galaxy which is 42
# if u just wanted to, say a random number
#
# "Deep Thought had been built by its creators to give the answer to the "Ultimate Question of Life, the Universe, and Everything", which, after eons of calculations, was given simply as "42"." - Wikipedia about hitchiker's guide to the galaxy
#
rf_model = RandomForestClassifier(
n_estimators=100,
criterion='gini',
random_state=42
)
rf_model.fit(X_train, y_train)
with open('pickles/ems_model.pkl', 'wb') as f:
pickle.dump(rf_model, f)
return rf_model, X_train, X_test, y_train, y_test
def evaluate_model(model, X_test, y_test, X, y):
"""
Evaluate model performance
"""
y_pred = model.predict(X_test)
y_test = np.array(y_test)
print("\n!!! Evaluation !!!\n")
print("\n!!! K - Fold (Stratified Shuffle Split) !!!\n")
sss = StratifiedShuffleSplit(n_splits=10, test_size=0.3, random_state=42)
scores = cross_val_score(model, X, y, cv=sss)
print("Cross-validation scores:", scores)
print("Mean accuracy:", scores.mean())
print("Standard deviation:", scores.std())
print("\n!!! Classification Report !!!\n")
print(classification_report(y_test, y_pred))
cm = confusion_matrix(y_test, y_pred)
plt.figure(figsize=(8, 6))
sns.heatmap(cm, annot=True, fmt='d', cmap='Blues')
plt.title('Confusion Matrix')
plt.ylabel('True Label')
plt.xlabel('Predicted Label')
print(f"Model Accuracy Score: {round(model.score(X_test, y_test) * 100,1)}% \n")
print("\n!!! Confusion Matrix !!!\n")
print(pd.crosstab(y_test, y_pred, rownames=['Actual'], colnames=['Predicted'])
.rename_axis(index={'Actual': 'Actual'}, columns={'Predicted': 'Predicted'})
.set_axis(['Fail rate', 'Success rate'], axis=0)
.set_axis(['Fail rate', 'Success rate'], axis=1))
def feature_importance(model):
"""
Plot feature importance
Check the importance of each feature
"""
feature_names = ['Species', 'EMS Concentration', 'Soak Duration', 'Lowest Temperature', 'Highest Temperature']
feature_importance = pd.DataFrame({
'feature': feature_names,
'importance': model.feature_importances_
})
feature_importance = feature_importance.sort_values('importance', ascending=False)
plt.figure(figsize=(12, 6))
ax = sns.barplot(
x='importance',
y='feature',
hue='feature',
data=feature_importance,
legend=False
)
for i, v in enumerate(feature_importance['importance']):
percentage = f'{v:.3f}'
ax.text(v, i, f' {percentage}', va='center')
plt.title('Feature Importance', pad=20, fontsize=12, fontweight='bold')
plt.xlabel('Importance Score', fontsize=10)
plt.ylabel('Features', fontsize=10)
plt.tight_layout()
def main():
print("Hello from ems-model!")
# randomize (shuffle) the data
# subprocess.run(
# ["python", "shuffle.py"], capture_output=True, text=True, check=True
# )
# load from csv file
# df = load_data("csv/ems_data_randomized.csv")
df = load_data("csv/ems_data.csv")
# preprocess
X, y = preprocess_data(df)
# train
model, _, X_test, _, y_test = train_model(X, y)
# evaluate
evaluate_model(model, X_test, y_test, X, y)
# feature importance
feature_importance(model)
# show evaluation on confusion matrix and feature importance
# plt.show()
if __name__ == "__main__":
main()

15
ems-model/pyproject.toml Normal file
View File

@ -0,0 +1,15 @@
[project]
name = "ems-model"
version = "0.1.0"
description = "model for ems-sense, detecting mutagenesis treatment using ems"
readme = "README.md"
requires-python = ">=3.13"
dependencies = [
"fastapi[standard]>=0.115.6",
"matplotlib>=3.10.0",
"notebook>=7.3.2",
"numpy>=2.2.1",
"pandas>=2.2.3",
"scikit-learn>=1.6.1",
"seaborn>=0.13.2",
]

29
ems-model/shuffle.py Normal file
View File

@ -0,0 +1,29 @@
import csv
import random
def clean_csv(input_file, output_file):
# Open the input CSV file for reading
with open(input_file, 'r', newline='') as csvfile:
reader = csv.reader(csvfile)
# Read all rows except the header
rows = list(reader)[1:]
# Shuffle the rows
random.shuffle(rows)
# Open the output CSV file for writing
with open(output_file, 'w', newline='') as outfile:
writer = csv.writer(outfile)
# Write the header row to the output file
writer.writerow(next(csv.reader(open(input_file))))
# Write the shuffled rows to the output file
writer.writerows(rows)
# Input and output file paths
input_file = 'csv/ems_data.csv'
output_file = 'csv/ems_data_randomized.csv'
# Call the function to clean the CSV file
clean_csv(input_file, output_file)
print("CSV file cleaned successfully!")

17
ems-model/treatment.py Normal file
View File

@ -0,0 +1,17 @@
from pydantic import BaseModel
class Treatment(BaseModel):
species: str
emsConcentration: float
soakDuration: float
lowestTemp: float
highestTemp: float
def to_dict(self):
return {
'species': self.species,
'emsConcentration': self.emsConcentration,
'soakDuration': self.soakDuration,
'lowestTemp': self.lowestTemp,
'highestTemp': self.highestTemp,
}

1892
ems-model/uv.lock Normal file

File diff suppressed because it is too large Load Diff

18
ems-sense/.editorconfig Normal file
View File

@ -0,0 +1,18 @@
root = true
[*]
charset = utf-8
end_of_line = lf
indent_size = 4
indent_style = space
insert_final_newline = true
trim_trailing_whitespace = true
[*.md]
trim_trailing_whitespace = false
[*.{yml,yaml}]
indent_size = 2
[docker-compose.yml]
indent_size = 4

66
ems-sense/.env.example Normal file
View File

@ -0,0 +1,66 @@
APP_NAME=Laravel
APP_ENV=local
APP_KEY=
APP_DEBUG=true
APP_TIMEZONE=UTC
APP_URL=http://localhost
APP_LOCALE=en
APP_FALLBACK_LOCALE=en
APP_FAKER_LOCALE=en_US
APP_MAINTENANCE_DRIVER=file
# APP_MAINTENANCE_STORE=database
PHP_CLI_SERVER_WORKERS=4
BCRYPT_ROUNDS=12
LOG_CHANNEL=stack
LOG_STACK=single
LOG_DEPRECATIONS_CHANNEL=null
LOG_LEVEL=debug
DB_CONNECTION=mariadb
DB_HOST=127.0.0.1
DB_PORT=3306
DB_DATABASE=ems_sense
DB_USERNAME=root
DB_PASSWORD=
SESSION_DRIVER=database
SESSION_LIFETIME=120
SESSION_ENCRYPT=false
SESSION_PATH=/
SESSION_DOMAIN=null
BROADCAST_CONNECTION=log
FILESYSTEM_DISK=local
QUEUE_CONNECTION=database
CACHE_STORE=database
CACHE_PREFIX=
MEMCACHED_HOST=127.0.0.1
REDIS_CLIENT=phpredis
REDIS_HOST=127.0.0.1
REDIS_PASSWORD=null
REDIS_PORT=6379
MAIL_MAILER=log
MAIL_SCHEME=null
MAIL_HOST=127.0.0.1
MAIL_PORT=2525
MAIL_USERNAME=null
MAIL_PASSWORD=null
MAIL_FROM_ADDRESS="hello@example.com"
MAIL_FROM_NAME="${APP_NAME}"
AWS_ACCESS_KEY_ID=
AWS_SECRET_ACCESS_KEY=
AWS_DEFAULT_REGION=us-east-1
AWS_BUCKET=
AWS_USE_PATH_STYLE_ENDPOINT=false
VITE_APP_NAME="${APP_NAME}"

11
ems-sense/.gitattributes vendored Normal file
View File

@ -0,0 +1,11 @@
* text=auto eol=lf
*.blade.php diff=html
*.css diff=css
*.html diff=html
*.md diff=markdown
*.php diff=php
/.github export-ignore
CHANGELOG.md export-ignore
.styleci.yml export-ignore

23
ems-sense/.gitignore vendored Normal file
View File

@ -0,0 +1,23 @@
/.phpunit.cache
/node_modules
/public/build
/public/hot
/public/storage
/storage/*.key
/storage/pail
/vendor
.env
.env.backup
.env.production
.phpactor.json
.phpunit.result.cache
Homestead.json
Homestead.yaml
auth.json
npm-debug.log
yarn-error.log
/.fleet
/.idea
/.nova
/.vscode
/.zed

33
ems-sense/README.md Normal file
View File

@ -0,0 +1,33 @@
## Overview
This is the web app for the EMS-Sense project.
## How to install
Built simply using Laravel, Breeze, and just Livewire.
- Setup Laravel Project
```bash
composer install && pnpm install && php artisan key:generate && php artisan storage:link
```
- composer install
- pnpm install
- php artisan key:generate
- php artisan storage:link
- Setup .env
```bash
mv .env.example .env
```
- rename the template to .env
- sesuaiin aja sih sesuai keinginan
<hr/>
## How to run
- Serve with
```bash
php artisan serve
```
or
```bash
composer dev
```

View File

@ -0,0 +1,27 @@
<?php
namespace App\Http\Controllers\Auth;
use App\Http\Controllers\Controller;
use Illuminate\Auth\Events\Verified;
use Illuminate\Foundation\Auth\EmailVerificationRequest;
use Illuminate\Http\RedirectResponse;
class VerifyEmailController extends Controller
{
/**
* Mark the authenticated user's email address as verified.
*/
public function __invoke(EmailVerificationRequest $request): RedirectResponse
{
if ($request->user()->hasVerifiedEmail()) {
return redirect()->intended(route('dashboard', absolute: false).'?verified=1');
}
if ($request->user()->markEmailAsVerified()) {
event(new Verified($request->user()));
}
return redirect()->intended(route('dashboard', absolute: false).'?verified=1');
}
}

View File

@ -0,0 +1,8 @@
<?php
namespace App\Http\Controllers;
abstract class Controller
{
//
}

View File

@ -0,0 +1,13 @@
<?php
namespace App\Http\Controllers;
use Illuminate\View\View;
class TreatmentController extends Controller
{
public function index(): View
{
return view('livewire.pages.treatment.index');
}
}

View File

@ -0,0 +1,20 @@
<?php
namespace App\Livewire\Actions;
use Illuminate\Support\Facades\Auth;
use Illuminate\Support\Facades\Session;
class Logout
{
/**
* Log the current user out of the application.
*/
public function __invoke(): void
{
Auth::guard('web')->logout();
Session::invalidate();
Session::regenerateToken();
}
}

View File

@ -0,0 +1,72 @@
<?php
namespace App\Livewire\Forms;
use Illuminate\Auth\Events\Lockout;
use Illuminate\Support\Facades\Auth;
use Illuminate\Support\Facades\RateLimiter;
use Illuminate\Support\Str;
use Illuminate\Validation\ValidationException;
use Livewire\Attributes\Validate;
use Livewire\Form;
class LoginForm extends Form
{
#[Validate('required|string|email')]
public string $email = '';
#[Validate('required|string')]
public string $password = '';
#[Validate('boolean')]
public bool $remember = false;
/**
* Attempt to authenticate the request's credentials.
*
* @throws \Illuminate\Validation\ValidationException
*/
public function authenticate(): void
{
$this->ensureIsNotRateLimited();
if (! Auth::attempt($this->only(['email', 'password']), $this->remember)) {
RateLimiter::hit($this->throttleKey());
throw ValidationException::withMessages([
'form.email' => trans('auth.failed'),
]);
}
RateLimiter::clear($this->throttleKey());
}
/**
* Ensure the authentication request is not rate limited.
*/
protected function ensureIsNotRateLimited(): void
{
if (! RateLimiter::tooManyAttempts($this->throttleKey(), 5)) {
return;
}
event(new Lockout(request()));
$seconds = RateLimiter::availableIn($this->throttleKey());
throw ValidationException::withMessages([
'form.email' => trans('auth.throttle', [
'seconds' => $seconds,
'minutes' => ceil($seconds / 60),
]),
]);
}
/**
* Get the authentication rate limiting throttle key.
*/
protected function throttleKey(): string
{
return Str::transliterate(Str::lower($this->email).'|'.request()->ip());
}
}

View File

@ -0,0 +1,16 @@
<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Relations\HasMany;
class Species extends Model
{
protected $fillable = ['name'];
public function treatments(): HasMany
{
return $this->hasMany(Treatment::class);
}
}

View File

@ -0,0 +1,21 @@
<?php
namespace App\Models;
use Illuminate\Database\Eloquent\Model;
use Illuminate\Database\Eloquent\Relations\BelongsTo;
class Treatment extends Model
{
protected $guarded = ['id'];
public function user(): BelongsTo
{
return $this->belongsTo(User::class);
}
public function species(): BelongsTo
{
return $this->belongsTo(Species::class);
}
}

View File

@ -0,0 +1,53 @@
<?php
namespace App\Models;
// use Illuminate\Contracts\Auth\MustVerifyEmail;
use Illuminate\Database\Eloquent\Factories\HasFactory;
use Illuminate\Foundation\Auth\User as Authenticatable;
use Illuminate\Notifications\Notifiable;
class User extends Authenticatable
{
/** @use HasFactory<\Database\Factories\UserFactory> */
use HasFactory, Notifiable;
/**
* The attributes that are mass assignable.
*
* @var list<string>
*/
protected $fillable = [
'name',
'email',
'password',
];
/**
* The attributes that should be hidden for serialization.
*
* @var list<string>
*/
protected $hidden = [
'password',
'remember_token',
];
/**
* Get the attributes that should be cast.
*
* @return array<string, string>
*/
protected function casts(): array
{
return [
'email_verified_at' => 'datetime',
'password' => 'hashed',
];
}
public function is_curator()
{
return $this->role === 'curator';
}
}

View File

@ -0,0 +1,32 @@
<?php
namespace App\Policies;
use App\Models\User;
class ModelSettingsPolicy
{
/**
* Create a new policy instance.
*/
public function __construct()
{
//
}
/**
* Determine if the user can view the model settings.
*/
public function viewRole(User $user): bool
{
return $user->is_curator();
}
/**
* Determine if the user can manage the model settings.
*/
public function manage(User $user): bool
{
return $user->is_curator();
}
}

View File

@ -0,0 +1,27 @@
<?php
namespace App\Providers;
use App\Models\User;
use Illuminate\Support\Facades\Gate;
use Illuminate\Support\ServiceProvider;
class AppServiceProvider extends ServiceProvider
{
/**
* Register any application services.
*/
public function register(): void
{
}
/**
* Bootstrap any application services.
*/
public function boot(): void
{
Gate::define('manage-model-settings', function (User $user) {
return $user->is_curator();
});
}
}

View File

@ -0,0 +1,28 @@
<?php
namespace App\Providers;
use Illuminate\Support\ServiceProvider;
use Livewire\Volt\Volt;
class VoltServiceProvider extends ServiceProvider
{
/**
* Register services.
*/
public function register(): void
{
//
}
/**
* Bootstrap services.
*/
public function boot(): void
{
Volt::mount([
config('livewire.view_path', resource_path('views/livewire')),
resource_path('views/pages'),
]);
}
}

View File

@ -0,0 +1,17 @@
<?php
namespace App\View\Components;
use Illuminate\View\Component;
use Illuminate\View\View;
class AppLayout extends Component
{
/**
* Get the view / contents that represents the component.
*/
public function render(): View
{
return view('layouts.app');
}
}

View File

@ -0,0 +1,17 @@
<?php
namespace App\View\Components;
use Illuminate\View\Component;
use Illuminate\View\View;
class GuestLayout extends Component
{
/**
* Get the view / contents that represents the component.
*/
public function render(): View
{
return view('layouts.guest');
}
}

15
ems-sense/artisan Executable file
View File

@ -0,0 +1,15 @@
#!/usr/bin/env php
<?php
use Symfony\Component\Console\Input\ArgvInput;
define('LARAVEL_START', microtime(true));
// Register the Composer autoloader...
require __DIR__.'/vendor/autoload.php';
// Bootstrap Laravel and handle the command...
$status = (require_once __DIR__.'/bootstrap/app.php')
->handleCommand(new ArgvInput);
exit($status);

View File

@ -0,0 +1,18 @@
<?php
use Illuminate\Foundation\Application;
use Illuminate\Foundation\Configuration\Exceptions;
use Illuminate\Foundation\Configuration\Middleware;
return Application::configure(basePath: dirname(__DIR__))
->withRouting(
web: __DIR__.'/../routes/web.php',
commands: __DIR__.'/../routes/console.php',
health: '/up',
)
->withMiddleware(function (Middleware $middleware) {
//
})
->withExceptions(function (Exceptions $exceptions) {
//
})->create();

2
ems-sense/bootstrap/cache/.gitignore vendored Normal file
View File

@ -0,0 +1,2 @@
*
!.gitignore

View File

@ -0,0 +1,6 @@
<?php
return [
App\Providers\AppServiceProvider::class,
App\Providers\VoltServiceProvider::class,
];

77
ems-sense/composer.json Normal file
View File

@ -0,0 +1,77 @@
{
"$schema": "https://getcomposer.org/schema.json",
"name": "laravel/laravel",
"type": "project",
"description": "The skeleton application for the Laravel framework.",
"keywords": ["laravel", "framework"],
"license": "MIT",
"require": {
"php": "^8.2",
"filament/notifications": "^3.2",
"laravel/framework": "^11.31",
"laravel/tinker": "^2.9",
"livewire/livewire": "^3.4",
"livewire/volt": "^1.0"
},
"require-dev": {
"fakerphp/faker": "^1.23",
"laravel/breeze": "^2.3",
"laravel/pail": "^1.1",
"laravel/pint": "^1.13",
"laravel/sail": "^1.26",
"mockery/mockery": "^1.6",
"nunomaduro/collision": "^8.1",
"pestphp/pest": "^3.7",
"pestphp/pest-plugin-laravel": "^3.0"
},
"autoload": {
"psr-4": {
"App\\": "app/",
"Database\\Factories\\": "database/factories/",
"Database\\Seeders\\": "database/seeders/"
}
},
"autoload-dev": {
"psr-4": {
"Tests\\": "tests/"
}
},
"scripts": {
"post-autoload-dump": [
"Illuminate\\Foundation\\ComposerScripts::postAutoloadDump",
"@php artisan package:discover --ansi",
"@php artisan filament:upgrade"
],
"post-update-cmd": [
"@php artisan vendor:publish --tag=laravel-assets --ansi --force"
],
"post-root-package-install": [
"@php -r \"file_exists('.env') || copy('.env.example', '.env');\""
],
"post-create-project-cmd": [
"@php artisan key:generate --ansi",
"@php -r \"file_exists('database/database.sqlite') || touch('database/database.sqlite');\"",
"@php artisan migrate --graceful --ansi"
],
"dev": [
"Composer\\Config::disableProcessTimeout",
"npx concurrently -c \"#93c5fd,#c4b5fd,#fb7185,#fdba74\" \"php artisan serve\" \"php artisan queue:listen --tries=1\" \"php artisan pail --timeout=0\" \"npm run dev\" --names=server,queue,logs,vite"
]
},
"extra": {
"laravel": {
"dont-discover": []
}
},
"config": {
"optimize-autoloader": true,
"preferred-install": "dist",
"sort-packages": true,
"allow-plugins": {
"pestphp/pest-plugin": true,
"php-http/discovery": true
}
},
"minimum-stability": "stable",
"prefer-stable": true
}

10560
ems-sense/composer.lock generated Normal file

File diff suppressed because it is too large Load Diff

126
ems-sense/config/app.php Normal file
View File

@ -0,0 +1,126 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Application Name
|--------------------------------------------------------------------------
|
| This value is the name of your application, which will be used when the
| framework needs to place the application's name in a notification or
| other UI elements where an application name needs to be displayed.
|
*/
'name' => env('APP_NAME', 'Laravel'),
/*
|--------------------------------------------------------------------------
| Application Environment
|--------------------------------------------------------------------------
|
| This value determines the "environment" your application is currently
| running in. This may determine how you prefer to configure various
| services the application utilizes. Set this in your ".env" file.
|
*/
'env' => env('APP_ENV', 'production'),
/*
|--------------------------------------------------------------------------
| Application Debug Mode
|--------------------------------------------------------------------------
|
| When your application is in debug mode, detailed error messages with
| stack traces will be shown on every error that occurs within your
| application. If disabled, a simple generic error page is shown.
|
*/
'debug' => (bool) env('APP_DEBUG', false),
/*
|--------------------------------------------------------------------------
| Application URL
|--------------------------------------------------------------------------
|
| This URL is used by the console to properly generate URLs when using
| the Artisan command line tool. You should set this to the root of
| the application so that it's available within Artisan commands.
|
*/
'url' => env('APP_URL', 'http://localhost'),
/*
|--------------------------------------------------------------------------
| Application Timezone
|--------------------------------------------------------------------------
|
| Here you may specify the default timezone for your application, which
| will be used by the PHP date and date-time functions. The timezone
| is set to "UTC" by default as it is suitable for most use cases.
|
*/
'timezone' => env('APP_TIMEZONE', 'UTC'),
/*
|--------------------------------------------------------------------------
| Application Locale Configuration
|--------------------------------------------------------------------------
|
| The application locale determines the default locale that will be used
| by Laravel's translation / localization methods. This option can be
| set to any locale for which you plan to have translation strings.
|
*/
'locale' => env('APP_LOCALE', 'en'),
'fallback_locale' => env('APP_FALLBACK_LOCALE', 'en'),
'faker_locale' => env('APP_FAKER_LOCALE', 'en_US'),
/*
|--------------------------------------------------------------------------
| Encryption Key
|--------------------------------------------------------------------------
|
| This key is utilized by Laravel's encryption services and should be set
| to a random, 32 character string to ensure that all encrypted values
| are secure. You should do this prior to deploying the application.
|
*/
'cipher' => 'AES-256-CBC',
'key' => env('APP_KEY'),
'previous_keys' => [
...array_filter(
explode(',', env('APP_PREVIOUS_KEYS', ''))
),
],
/*
|--------------------------------------------------------------------------
| Maintenance Mode Driver
|--------------------------------------------------------------------------
|
| These configuration options determine the driver used to determine and
| manage Laravel's "maintenance mode" status. The "cache" driver will
| allow maintenance mode to be controlled across multiple machines.
|
| Supported drivers: "file", "cache"
|
*/
'maintenance' => [
'driver' => env('APP_MAINTENANCE_DRIVER', 'file'),
'store' => env('APP_MAINTENANCE_STORE', 'database'),
],
];

115
ems-sense/config/auth.php Normal file
View File

@ -0,0 +1,115 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Authentication Defaults
|--------------------------------------------------------------------------
|
| This option defines the default authentication "guard" and password
| reset "broker" for your application. You may change these values
| as required, but they're a perfect start for most applications.
|
*/
'defaults' => [
'guard' => env('AUTH_GUARD', 'web'),
'passwords' => env('AUTH_PASSWORD_BROKER', 'users'),
],
/*
|--------------------------------------------------------------------------
| Authentication Guards
|--------------------------------------------------------------------------
|
| Next, you may define every authentication guard for your application.
| Of course, a great default configuration has been defined for you
| which utilizes session storage plus the Eloquent user provider.
|
| All authentication guards have a user provider, which defines how the
| users are actually retrieved out of your database or other storage
| system used by the application. Typically, Eloquent is utilized.
|
| Supported: "session"
|
*/
'guards' => [
'web' => [
'driver' => 'session',
'provider' => 'users',
],
],
/*
|--------------------------------------------------------------------------
| User Providers
|--------------------------------------------------------------------------
|
| All authentication guards have a user provider, which defines how the
| users are actually retrieved out of your database or other storage
| system used by the application. Typically, Eloquent is utilized.
|
| If you have multiple user tables or models you may configure multiple
| providers to represent the model / table. These providers may then
| be assigned to any extra authentication guards you have defined.
|
| Supported: "database", "eloquent"
|
*/
'providers' => [
'users' => [
'driver' => 'eloquent',
'model' => env('AUTH_MODEL', App\Models\User::class),
],
// 'users' => [
// 'driver' => 'database',
// 'table' => 'users',
// ],
],
/*
|--------------------------------------------------------------------------
| Resetting Passwords
|--------------------------------------------------------------------------
|
| These configuration options specify the behavior of Laravel's password
| reset functionality, including the table utilized for token storage
| and the user provider that is invoked to actually retrieve users.
|
| The expiry time is the number of minutes that each reset token will be
| considered valid. This security feature keeps tokens short-lived so
| they have less time to be guessed. You may change this as needed.
|
| The throttle setting is the number of seconds a user must wait before
| generating more password reset tokens. This prevents the user from
| quickly generating a very large amount of password reset tokens.
|
*/
'passwords' => [
'users' => [
'provider' => 'users',
'table' => env('AUTH_PASSWORD_RESET_TOKEN_TABLE', 'password_reset_tokens'),
'expire' => 60,
'throttle' => 60,
],
],
/*
|--------------------------------------------------------------------------
| Password Confirmation Timeout
|--------------------------------------------------------------------------
|
| Here you may define the amount of seconds before a password confirmation
| window expires and users are asked to re-enter their password via the
| confirmation screen. By default, the timeout lasts for three hours.
|
*/
'password_timeout' => env('AUTH_PASSWORD_TIMEOUT', 10800),
];

108
ems-sense/config/cache.php Normal file
View File

@ -0,0 +1,108 @@
<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Cache Store
|--------------------------------------------------------------------------
|
| This option controls the default cache store that will be used by the
| framework. This connection is utilized if another isn't explicitly
| specified when running a cache operation inside the application.
|
*/
'default' => env('CACHE_STORE', 'database'),
/*
|--------------------------------------------------------------------------
| Cache Stores
|--------------------------------------------------------------------------
|
| Here you may define all of the cache "stores" for your application as
| well as their drivers. You may even define multiple stores for the
| same cache driver to group types of items stored in your caches.
|
| Supported drivers: "array", "database", "file", "memcached",
| "redis", "dynamodb", "octane", "null"
|
*/
'stores' => [
'array' => [
'driver' => 'array',
'serialize' => false,
],
'database' => [
'driver' => 'database',
'connection' => env('DB_CACHE_CONNECTION'),
'table' => env('DB_CACHE_TABLE', 'cache'),
'lock_connection' => env('DB_CACHE_LOCK_CONNECTION'),
'lock_table' => env('DB_CACHE_LOCK_TABLE'),
],
'file' => [
'driver' => 'file',
'path' => storage_path('framework/cache/data'),
'lock_path' => storage_path('framework/cache/data'),
],
'memcached' => [
'driver' => 'memcached',
'persistent_id' => env('MEMCACHED_PERSISTENT_ID'),
'sasl' => [
env('MEMCACHED_USERNAME'),
env('MEMCACHED_PASSWORD'),
],
'options' => [
// Memcached::OPT_CONNECT_TIMEOUT => 2000,
],
'servers' => [
[
'host' => env('MEMCACHED_HOST', '127.0.0.1'),
'port' => env('MEMCACHED_PORT', 11211),
'weight' => 100,
],
],
],
'redis' => [
'driver' => 'redis',
'connection' => env('REDIS_CACHE_CONNECTION', 'cache'),
'lock_connection' => env('REDIS_CACHE_LOCK_CONNECTION', 'default'),
],
'dynamodb' => [
'driver' => 'dynamodb',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
'table' => env('DYNAMODB_CACHE_TABLE', 'cache'),
'endpoint' => env('DYNAMODB_ENDPOINT'),
],
'octane' => [
'driver' => 'octane',
],
],
/*
|--------------------------------------------------------------------------
| Cache Key Prefix
|--------------------------------------------------------------------------
|
| When utilizing the APC, database, memcached, Redis, and DynamoDB cache
| stores, there might be other applications using the same cache. For
| that reason, you may prefix every cache key to avoid collisions.
|
*/
'prefix' => env('CACHE_PREFIX', Str::slug(env('APP_NAME', 'laravel'), '_').'_cache_'),
];

View File

@ -0,0 +1,173 @@
<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Database Connection Name
|--------------------------------------------------------------------------
|
| Here you may specify which of the database connections below you wish
| to use as your default connection for database operations. This is
| the connection which will be utilized unless another connection
| is explicitly specified when you execute a query / statement.
|
*/
'default' => env('DB_CONNECTION', 'sqlite'),
/*
|--------------------------------------------------------------------------
| Database Connections
|--------------------------------------------------------------------------
|
| Below are all of the database connections defined for your application.
| An example configuration is provided for each database system which
| is supported by Laravel. You're free to add / remove connections.
|
*/
'connections' => [
'sqlite' => [
'driver' => 'sqlite',
'url' => env('DB_URL'),
'database' => env('DB_DATABASE', database_path('database.sqlite')),
'prefix' => '',
'foreign_key_constraints' => env('DB_FOREIGN_KEYS', true),
'busy_timeout' => null,
'journal_mode' => null,
'synchronous' => null,
],
'mysql' => [
'driver' => 'mysql',
'url' => env('DB_URL'),
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '3306'),
'database' => env('DB_DATABASE', 'laravel'),
'username' => env('DB_USERNAME', 'root'),
'password' => env('DB_PASSWORD', ''),
'unix_socket' => env('DB_SOCKET', ''),
'charset' => env('DB_CHARSET', 'utf8mb4'),
'collation' => env('DB_COLLATION', 'utf8mb4_unicode_ci'),
'prefix' => '',
'prefix_indexes' => true,
'strict' => true,
'engine' => null,
'options' => extension_loaded('pdo_mysql') ? array_filter([
PDO::MYSQL_ATTR_SSL_CA => env('MYSQL_ATTR_SSL_CA'),
]) : [],
],
'mariadb' => [
'driver' => 'mariadb',
'url' => env('DB_URL'),
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '3306'),
'database' => env('DB_DATABASE', 'laravel'),
'username' => env('DB_USERNAME', 'root'),
'password' => env('DB_PASSWORD', ''),
'unix_socket' => env('DB_SOCKET', ''),
'charset' => env('DB_CHARSET', 'utf8mb4'),
'collation' => env('DB_COLLATION', 'utf8mb4_unicode_ci'),
'prefix' => '',
'prefix_indexes' => true,
'strict' => true,
'engine' => null,
'options' => extension_loaded('pdo_mysql') ? array_filter([
PDO::MYSQL_ATTR_SSL_CA => env('MYSQL_ATTR_SSL_CA'),
]) : [],
],
'pgsql' => [
'driver' => 'pgsql',
'url' => env('DB_URL'),
'host' => env('DB_HOST', '127.0.0.1'),
'port' => env('DB_PORT', '5432'),
'database' => env('DB_DATABASE', 'laravel'),
'username' => env('DB_USERNAME', 'root'),
'password' => env('DB_PASSWORD', ''),
'charset' => env('DB_CHARSET', 'utf8'),
'prefix' => '',
'prefix_indexes' => true,
'search_path' => 'public',
'sslmode' => 'prefer',
],
'sqlsrv' => [
'driver' => 'sqlsrv',
'url' => env('DB_URL'),
'host' => env('DB_HOST', 'localhost'),
'port' => env('DB_PORT', '1433'),
'database' => env('DB_DATABASE', 'laravel'),
'username' => env('DB_USERNAME', 'root'),
'password' => env('DB_PASSWORD', ''),
'charset' => env('DB_CHARSET', 'utf8'),
'prefix' => '',
'prefix_indexes' => true,
// 'encrypt' => env('DB_ENCRYPT', 'yes'),
// 'trust_server_certificate' => env('DB_TRUST_SERVER_CERTIFICATE', 'false'),
],
],
/*
|--------------------------------------------------------------------------
| Migration Repository Table
|--------------------------------------------------------------------------
|
| This table keeps track of all the migrations that have already run for
| your application. Using this information, we can determine which of
| the migrations on disk haven't actually been run on the database.
|
*/
'migrations' => [
'table' => 'migrations',
'update_date_on_publish' => true,
],
/*
|--------------------------------------------------------------------------
| Redis Databases
|--------------------------------------------------------------------------
|
| Redis is an open source, fast, and advanced key-value store that also
| provides a richer body of commands than a typical key-value system
| such as Memcached. You may define your connection settings here.
|
*/
'redis' => [
'client' => env('REDIS_CLIENT', 'phpredis'),
'options' => [
'cluster' => env('REDIS_CLUSTER', 'redis'),
'prefix' => env('REDIS_PREFIX', Str::slug(env('APP_NAME', 'laravel'), '_').'_database_'),
],
'default' => [
'url' => env('REDIS_URL'),
'host' => env('REDIS_HOST', '127.0.0.1'),
'username' => env('REDIS_USERNAME'),
'password' => env('REDIS_PASSWORD'),
'port' => env('REDIS_PORT', '6379'),
'database' => env('REDIS_DB', '0'),
],
'cache' => [
'url' => env('REDIS_URL'),
'host' => env('REDIS_HOST', '127.0.0.1'),
'username' => env('REDIS_USERNAME'),
'password' => env('REDIS_PASSWORD'),
'port' => env('REDIS_PORT', '6379'),
'database' => env('REDIS_CACHE_DB', '1'),
],
],
];

View File

@ -0,0 +1,91 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Broadcasting
|--------------------------------------------------------------------------
|
| By uncommenting the Laravel Echo configuration, you may connect Filament
| to any Pusher-compatible websockets server.
|
| This will allow your users to receive real-time notifications.
|
*/
'broadcasting' => [
// 'echo' => [
// 'broadcaster' => 'pusher',
// 'key' => env('VITE_PUSHER_APP_KEY'),
// 'cluster' => env('VITE_PUSHER_APP_CLUSTER'),
// 'wsHost' => env('VITE_PUSHER_HOST'),
// 'wsPort' => env('VITE_PUSHER_PORT'),
// 'wssPort' => env('VITE_PUSHER_PORT'),
// 'authEndpoint' => '/broadcasting/auth',
// 'disableStats' => true,
// 'encrypted' => true,
// 'forceTLS' => true,
// ],
],
/*
|--------------------------------------------------------------------------
| Default Filesystem Disk
|--------------------------------------------------------------------------
|
| This is the storage disk Filament will use to store files. You may use
| any of the disks defined in the `config/filesystems.php`.
|
*/
'default_filesystem_disk' => env('FILAMENT_FILESYSTEM_DISK', 'public'),
/*
|--------------------------------------------------------------------------
| Assets Path
|--------------------------------------------------------------------------
|
| This is the directory where Filament's assets will be published to. It
| is relative to the `public` directory of your Laravel application.
|
| After changing the path, you should run `php artisan filament:assets`.
|
*/
'assets_path' => null,
/*
|--------------------------------------------------------------------------
| Cache Path
|--------------------------------------------------------------------------
|
| This is the directory that Filament will use to store cache files that
| are used to optimize the registration of components.
|
| After changing the path, you should run `php artisan filament:cache-components`.
|
*/
'cache_path' => base_path('bootstrap/cache/filament'),
/*
|--------------------------------------------------------------------------
| Livewire Loading Delay
|--------------------------------------------------------------------------
|
| This sets the delay before loading indicators appear.
|
| Setting this to 'none' makes indicators appear immediately, which can be
| desirable for high-latency connections. Setting it to 'default' applies
| Livewire's standard 200ms delay.
|
*/
'livewire_loading_delay' => 'default',
'dark_mode' => false,
];

View File

@ -0,0 +1,77 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Default Filesystem Disk
|--------------------------------------------------------------------------
|
| Here you may specify the default filesystem disk that should be used
| by the framework. The "local" disk, as well as a variety of cloud
| based disks are available to your application for file storage.
|
*/
'default' => env('FILESYSTEM_DISK', 'local'),
/*
|--------------------------------------------------------------------------
| Filesystem Disks
|--------------------------------------------------------------------------
|
| Below you may configure as many filesystem disks as necessary, and you
| may even configure multiple disks for the same driver. Examples for
| most supported storage drivers are configured here for reference.
|
| Supported drivers: "local", "ftp", "sftp", "s3"
|
*/
'disks' => [
'local' => [
'driver' => 'local',
'root' => storage_path('app/private'),
'serve' => true,
'throw' => false,
],
'public' => [
'driver' => 'local',
'root' => storage_path('app/public'),
'url' => env('APP_URL').'/storage',
'visibility' => 'public',
'throw' => false,
],
's3' => [
'driver' => 's3',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION'),
'bucket' => env('AWS_BUCKET'),
'url' => env('AWS_URL'),
'endpoint' => env('AWS_ENDPOINT'),
'use_path_style_endpoint' => env('AWS_USE_PATH_STYLE_ENDPOINT', false),
'throw' => false,
],
],
/*
|--------------------------------------------------------------------------
| Symbolic Links
|--------------------------------------------------------------------------
|
| Here you may configure the symbolic links that will be created when the
| `storage:link` Artisan command is executed. The array keys should be
| the locations of the links and the values should be their targets.
|
*/
'links' => [
public_path('storage') => storage_path('app/public'),
],
];

View File

@ -0,0 +1,132 @@
<?php
use Monolog\Handler\NullHandler;
use Monolog\Handler\StreamHandler;
use Monolog\Handler\SyslogUdpHandler;
use Monolog\Processor\PsrLogMessageProcessor;
return [
/*
|--------------------------------------------------------------------------
| Default Log Channel
|--------------------------------------------------------------------------
|
| This option defines the default log channel that is utilized to write
| messages to your logs. The value provided here should match one of
| the channels present in the list of "channels" configured below.
|
*/
'default' => env('LOG_CHANNEL', 'stack'),
/*
|--------------------------------------------------------------------------
| Deprecations Log Channel
|--------------------------------------------------------------------------
|
| This option controls the log channel that should be used to log warnings
| regarding deprecated PHP and library features. This allows you to get
| your application ready for upcoming major versions of dependencies.
|
*/
'deprecations' => [
'channel' => env('LOG_DEPRECATIONS_CHANNEL', 'null'),
'trace' => env('LOG_DEPRECATIONS_TRACE', false),
],
/*
|--------------------------------------------------------------------------
| Log Channels
|--------------------------------------------------------------------------
|
| Here you may configure the log channels for your application. Laravel
| utilizes the Monolog PHP logging library, which includes a variety
| of powerful log handlers and formatters that you're free to use.
|
| Available drivers: "single", "daily", "slack", "syslog",
| "errorlog", "monolog", "custom", "stack"
|
*/
'channels' => [
'stack' => [
'driver' => 'stack',
'channels' => explode(',', env('LOG_STACK', 'single')),
'ignore_exceptions' => false,
],
'single' => [
'driver' => 'single',
'path' => storage_path('logs/laravel.log'),
'level' => env('LOG_LEVEL', 'debug'),
'replace_placeholders' => true,
],
'daily' => [
'driver' => 'daily',
'path' => storage_path('logs/laravel.log'),
'level' => env('LOG_LEVEL', 'debug'),
'days' => env('LOG_DAILY_DAYS', 14),
'replace_placeholders' => true,
],
'slack' => [
'driver' => 'slack',
'url' => env('LOG_SLACK_WEBHOOK_URL'),
'username' => env('LOG_SLACK_USERNAME', 'Laravel Log'),
'emoji' => env('LOG_SLACK_EMOJI', ':boom:'),
'level' => env('LOG_LEVEL', 'critical'),
'replace_placeholders' => true,
],
'papertrail' => [
'driver' => 'monolog',
'level' => env('LOG_LEVEL', 'debug'),
'handler' => env('LOG_PAPERTRAIL_HANDLER', SyslogUdpHandler::class),
'handler_with' => [
'host' => env('PAPERTRAIL_URL'),
'port' => env('PAPERTRAIL_PORT'),
'connectionString' => 'tls://'.env('PAPERTRAIL_URL').':'.env('PAPERTRAIL_PORT'),
],
'processors' => [PsrLogMessageProcessor::class],
],
'stderr' => [
'driver' => 'monolog',
'level' => env('LOG_LEVEL', 'debug'),
'handler' => StreamHandler::class,
'formatter' => env('LOG_STDERR_FORMATTER'),
'with' => [
'stream' => 'php://stderr',
],
'processors' => [PsrLogMessageProcessor::class],
],
'syslog' => [
'driver' => 'syslog',
'level' => env('LOG_LEVEL', 'debug'),
'facility' => env('LOG_SYSLOG_FACILITY', LOG_USER),
'replace_placeholders' => true,
],
'errorlog' => [
'driver' => 'errorlog',
'level' => env('LOG_LEVEL', 'debug'),
'replace_placeholders' => true,
],
'null' => [
'driver' => 'monolog',
'handler' => NullHandler::class,
],
'emergency' => [
'path' => storage_path('logs/laravel.log'),
],
],
];

116
ems-sense/config/mail.php Normal file
View File

@ -0,0 +1,116 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Default Mailer
|--------------------------------------------------------------------------
|
| This option controls the default mailer that is used to send all email
| messages unless another mailer is explicitly specified when sending
| the message. All additional mailers can be configured within the
| "mailers" array. Examples of each type of mailer are provided.
|
*/
'default' => env('MAIL_MAILER', 'log'),
/*
|--------------------------------------------------------------------------
| Mailer Configurations
|--------------------------------------------------------------------------
|
| Here you may configure all of the mailers used by your application plus
| their respective settings. Several examples have been configured for
| you and you are free to add your own as your application requires.
|
| Laravel supports a variety of mail "transport" drivers that can be used
| when delivering an email. You may specify which one you're using for
| your mailers below. You may also add additional mailers if needed.
|
| Supported: "smtp", "sendmail", "mailgun", "ses", "ses-v2",
| "postmark", "resend", "log", "array",
| "failover", "roundrobin"
|
*/
'mailers' => [
'smtp' => [
'transport' => 'smtp',
'scheme' => env('MAIL_SCHEME'),
'url' => env('MAIL_URL'),
'host' => env('MAIL_HOST', '127.0.0.1'),
'port' => env('MAIL_PORT', 2525),
'username' => env('MAIL_USERNAME'),
'password' => env('MAIL_PASSWORD'),
'timeout' => null,
'local_domain' => env('MAIL_EHLO_DOMAIN', parse_url(env('APP_URL', 'http://localhost'), PHP_URL_HOST)),
],
'ses' => [
'transport' => 'ses',
],
'postmark' => [
'transport' => 'postmark',
// 'message_stream_id' => env('POSTMARK_MESSAGE_STREAM_ID'),
// 'client' => [
// 'timeout' => 5,
// ],
],
'resend' => [
'transport' => 'resend',
],
'sendmail' => [
'transport' => 'sendmail',
'path' => env('MAIL_SENDMAIL_PATH', '/usr/sbin/sendmail -bs -i'),
],
'log' => [
'transport' => 'log',
'channel' => env('MAIL_LOG_CHANNEL'),
],
'array' => [
'transport' => 'array',
],
'failover' => [
'transport' => 'failover',
'mailers' => [
'smtp',
'log',
],
],
'roundrobin' => [
'transport' => 'roundrobin',
'mailers' => [
'ses',
'postmark',
],
],
],
/*
|--------------------------------------------------------------------------
| Global "From" Address
|--------------------------------------------------------------------------
|
| You may wish for all emails sent by your application to be sent from
| the same address. Here you may specify a name and address that is
| used globally for all emails that are sent by your application.
|
*/
'from' => [
'address' => env('MAIL_FROM_ADDRESS', 'hello@example.com'),
'name' => env('MAIL_FROM_NAME', 'Example'),
],
];

112
ems-sense/config/queue.php Normal file
View File

@ -0,0 +1,112 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Default Queue Connection Name
|--------------------------------------------------------------------------
|
| Laravel's queue supports a variety of backends via a single, unified
| API, giving you convenient access to each backend using identical
| syntax for each. The default queue connection is defined below.
|
*/
'default' => env('QUEUE_CONNECTION', 'database'),
/*
|--------------------------------------------------------------------------
| Queue Connections
|--------------------------------------------------------------------------
|
| Here you may configure the connection options for every queue backend
| used by your application. An example configuration is provided for
| each backend supported by Laravel. You're also free to add more.
|
| Drivers: "sync", "database", "beanstalkd", "sqs", "redis", "null"
|
*/
'connections' => [
'sync' => [
'driver' => 'sync',
],
'database' => [
'driver' => 'database',
'connection' => env('DB_QUEUE_CONNECTION'),
'table' => env('DB_QUEUE_TABLE', 'jobs'),
'queue' => env('DB_QUEUE', 'default'),
'retry_after' => (int) env('DB_QUEUE_RETRY_AFTER', 90),
'after_commit' => false,
],
'beanstalkd' => [
'driver' => 'beanstalkd',
'host' => env('BEANSTALKD_QUEUE_HOST', 'localhost'),
'queue' => env('BEANSTALKD_QUEUE', 'default'),
'retry_after' => (int) env('BEANSTALKD_QUEUE_RETRY_AFTER', 90),
'block_for' => 0,
'after_commit' => false,
],
'sqs' => [
'driver' => 'sqs',
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'prefix' => env('SQS_PREFIX', 'https://sqs.us-east-1.amazonaws.com/your-account-id'),
'queue' => env('SQS_QUEUE', 'default'),
'suffix' => env('SQS_SUFFIX'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
'after_commit' => false,
],
'redis' => [
'driver' => 'redis',
'connection' => env('REDIS_QUEUE_CONNECTION', 'default'),
'queue' => env('REDIS_QUEUE', 'default'),
'retry_after' => (int) env('REDIS_QUEUE_RETRY_AFTER', 90),
'block_for' => null,
'after_commit' => false,
],
],
/*
|--------------------------------------------------------------------------
| Job Batching
|--------------------------------------------------------------------------
|
| The following options configure the database and table that store job
| batching information. These options can be updated to any database
| connection and table which has been defined by your application.
|
*/
'batching' => [
'database' => env('DB_CONNECTION', 'sqlite'),
'table' => 'job_batches',
],
/*
|--------------------------------------------------------------------------
| Failed Queue Jobs
|--------------------------------------------------------------------------
|
| These options configure the behavior of failed queue job logging so you
| can control how and where failed jobs are stored. Laravel ships with
| support for storing failed jobs in a simple file or in a database.
|
| Supported drivers: "database-uuids", "dynamodb", "file", "null"
|
*/
'failed' => [
'driver' => env('QUEUE_FAILED_DRIVER', 'database-uuids'),
'database' => env('DB_CONNECTION', 'sqlite'),
'table' => 'failed_jobs',
],
];

View File

@ -0,0 +1,38 @@
<?php
return [
/*
|--------------------------------------------------------------------------
| Third Party Services
|--------------------------------------------------------------------------
|
| This file is for storing the credentials for third party services such
| as Mailgun, Postmark, AWS and more. This file provides the de facto
| location for this type of information, allowing packages to have
| a conventional file to locate the various service credentials.
|
*/
'postmark' => [
'token' => env('POSTMARK_TOKEN'),
],
'ses' => [
'key' => env('AWS_ACCESS_KEY_ID'),
'secret' => env('AWS_SECRET_ACCESS_KEY'),
'region' => env('AWS_DEFAULT_REGION', 'us-east-1'),
],
'resend' => [
'key' => env('RESEND_KEY'),
],
'slack' => [
'notifications' => [
'bot_user_oauth_token' => env('SLACK_BOT_USER_OAUTH_TOKEN'),
'channel' => env('SLACK_BOT_USER_DEFAULT_CHANNEL'),
],
],
];

View File

@ -0,0 +1,217 @@
<?php
use Illuminate\Support\Str;
return [
/*
|--------------------------------------------------------------------------
| Default Session Driver
|--------------------------------------------------------------------------
|
| This option determines the default session driver that is utilized for
| incoming requests. Laravel supports a variety of storage options to
| persist session data. Database storage is a great default choice.
|
| Supported: "file", "cookie", "database", "apc",
| "memcached", "redis", "dynamodb", "array"
|
*/
'driver' => env('SESSION_DRIVER', 'database'),
/*
|--------------------------------------------------------------------------
| Session Lifetime
|--------------------------------------------------------------------------
|
| Here you may specify the number of minutes that you wish the session
| to be allowed to remain idle before it expires. If you want them
| to expire immediately when the browser is closed then you may
| indicate that via the expire_on_close configuration option.
|
*/
'lifetime' => env('SESSION_LIFETIME', 120),
'expire_on_close' => env('SESSION_EXPIRE_ON_CLOSE', false),
/*
|--------------------------------------------------------------------------
| Session Encryption
|--------------------------------------------------------------------------
|
| This option allows you to easily specify that all of your session data
| should be encrypted before it's stored. All encryption is performed
| automatically by Laravel and you may use the session like normal.
|
*/
'encrypt' => env('SESSION_ENCRYPT', false),
/*
|--------------------------------------------------------------------------
| Session File Location
|--------------------------------------------------------------------------
|
| When utilizing the "file" session driver, the session files are placed
| on disk. The default storage location is defined here; however, you
| are free to provide another location where they should be stored.
|
*/
'files' => storage_path('framework/sessions'),
/*
|--------------------------------------------------------------------------
| Session Database Connection
|--------------------------------------------------------------------------
|
| When using the "database" or "redis" session drivers, you may specify a
| connection that should be used to manage these sessions. This should
| correspond to a connection in your database configuration options.
|
*/
'connection' => env('SESSION_CONNECTION'),
/*
|--------------------------------------------------------------------------
| Session Database Table
|--------------------------------------------------------------------------
|
| When using the "database" session driver, you may specify the table to
| be used to store sessions. Of course, a sensible default is defined
| for you; however, you're welcome to change this to another table.
|
*/
'table' => env('SESSION_TABLE', 'sessions'),
/*
|--------------------------------------------------------------------------
| Session Cache Store
|--------------------------------------------------------------------------
|
| When using one of the framework's cache driven session backends, you may
| define the cache store which should be used to store the session data
| between requests. This must match one of your defined cache stores.
|
| Affects: "apc", "dynamodb", "memcached", "redis"
|
*/
'store' => env('SESSION_STORE'),
/*
|--------------------------------------------------------------------------
| Session Sweeping Lottery
|--------------------------------------------------------------------------
|
| Some session drivers must manually sweep their storage location to get
| rid of old sessions from storage. Here are the chances that it will
| happen on a given request. By default, the odds are 2 out of 100.
|
*/
'lottery' => [2, 100],
/*
|--------------------------------------------------------------------------
| Session Cookie Name
|--------------------------------------------------------------------------
|
| Here you may change the name of the session cookie that is created by
| the framework. Typically, you should not need to change this value
| since doing so does not grant a meaningful security improvement.
|
*/
'cookie' => env(
'SESSION_COOKIE',
Str::slug(env('APP_NAME', 'laravel'), '_').'_session'
),
/*
|--------------------------------------------------------------------------
| Session Cookie Path
|--------------------------------------------------------------------------
|
| The session cookie path determines the path for which the cookie will
| be regarded as available. Typically, this will be the root path of
| your application, but you're free to change this when necessary.
|
*/
'path' => env('SESSION_PATH', '/'),
/*
|--------------------------------------------------------------------------
| Session Cookie Domain
|--------------------------------------------------------------------------
|
| This value determines the domain and subdomains the session cookie is
| available to. By default, the cookie will be available to the root
| domain and all subdomains. Typically, this shouldn't be changed.
|
*/
'domain' => env('SESSION_DOMAIN'),
/*
|--------------------------------------------------------------------------
| HTTPS Only Cookies
|--------------------------------------------------------------------------
|
| By setting this option to true, session cookies will only be sent back
| to the server if the browser has a HTTPS connection. This will keep
| the cookie from being sent to you when it can't be done securely.
|
*/
'secure' => env('SESSION_SECURE_COOKIE'),
/*
|--------------------------------------------------------------------------
| HTTP Access Only
|--------------------------------------------------------------------------
|
| Setting this value to true will prevent JavaScript from accessing the
| value of the cookie and the cookie will only be accessible through
| the HTTP protocol. It's unlikely you should disable this option.
|
*/
'http_only' => env('SESSION_HTTP_ONLY', true),
/*
|--------------------------------------------------------------------------
| Same-Site Cookies
|--------------------------------------------------------------------------
|
| This option determines how your cookies behave when cross-site requests
| take place, and can be used to mitigate CSRF attacks. By default, we
| will set this value to "lax" to permit secure cross-site requests.
|
| See: https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Set-Cookie#samesitesamesite-value
|
| Supported: "lax", "strict", "none", null
|
*/
'same_site' => env('SESSION_SAME_SITE', 'lax'),
/*
|--------------------------------------------------------------------------
| Partitioned Cookies
|--------------------------------------------------------------------------
|
| Setting this value to true will tie the cookie to the top-level site for
| a cross-site context. Partitioned cookies are accepted by the browser
| when flagged "secure" and the Same-Site attribute is set to "none".
|
*/
'partitioned' => env('SESSION_PARTITIONED_COOKIE', false),
];

1
ems-sense/database/.gitignore vendored Normal file
View File

@ -0,0 +1 @@
*.sqlite*

View File

@ -0,0 +1,44 @@
<?php
namespace Database\Factories;
use Illuminate\Database\Eloquent\Factories\Factory;
use Illuminate\Support\Facades\Hash;
use Illuminate\Support\Str;
/**
* @extends \Illuminate\Database\Eloquent\Factories\Factory<\App\Models\User>
*/
class UserFactory extends Factory
{
/**
* The current password being used by the factory.
*/
protected static ?string $password;
/**
* Define the model's default state.
*
* @return array<string, mixed>
*/
public function definition(): array
{
return [
'name' => fake()->name(),
'email' => fake()->unique()->safeEmail(),
'email_verified_at' => now(),
'password' => static::$password ??= Hash::make('password'),
'remember_token' => Str::random(10),
];
}
/**
* Indicate that the model's email address should be unverified.
*/
public function unverified(): static
{
return $this->state(fn (array $attributes) => [
'email_verified_at' => null,
]);
}
}

View File

@ -0,0 +1,49 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('users', function (Blueprint $table) {
$table->id();
$table->string('name');
$table->string('email')->unique();
$table->timestamp('email_verified_at')->nullable();
$table->string('password');
$table->rememberToken();
$table->timestamps();
});
Schema::create('password_reset_tokens', function (Blueprint $table) {
$table->string('email')->primary();
$table->string('token');
$table->timestamp('created_at')->nullable();
});
Schema::create('sessions', function (Blueprint $table) {
$table->string('id')->primary();
$table->foreignId('user_id')->nullable()->index();
$table->string('ip_address', 45)->nullable();
$table->text('user_agent')->nullable();
$table->longText('payload');
$table->integer('last_activity')->index();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('users');
Schema::dropIfExists('password_reset_tokens');
Schema::dropIfExists('sessions');
}
};

View File

@ -0,0 +1,35 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('cache', function (Blueprint $table) {
$table->string('key')->primary();
$table->mediumText('value');
$table->integer('expiration');
});
Schema::create('cache_locks', function (Blueprint $table) {
$table->string('key')->primary();
$table->string('owner');
$table->integer('expiration');
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('cache');
Schema::dropIfExists('cache_locks');
}
};

View File

@ -0,0 +1,57 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('jobs', function (Blueprint $table) {
$table->id();
$table->string('queue')->index();
$table->longText('payload');
$table->unsignedTinyInteger('attempts');
$table->unsignedInteger('reserved_at')->nullable();
$table->unsignedInteger('available_at');
$table->unsignedInteger('created_at');
});
Schema::create('job_batches', function (Blueprint $table) {
$table->string('id')->primary();
$table->string('name');
$table->integer('total_jobs');
$table->integer('pending_jobs');
$table->integer('failed_jobs');
$table->longText('failed_job_ids');
$table->mediumText('options')->nullable();
$table->integer('cancelled_at')->nullable();
$table->integer('created_at');
$table->integer('finished_at')->nullable();
});
Schema::create('failed_jobs', function (Blueprint $table) {
$table->id();
$table->string('uuid')->unique();
$table->text('connection');
$table->text('queue');
$table->longText('payload');
$table->longText('exception');
$table->timestamp('failed_at')->useCurrent();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('jobs');
Schema::dropIfExists('job_batches');
Schema::dropIfExists('failed_jobs');
}
};

View File

@ -0,0 +1,28 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('species', function (Blueprint $table) {
$table->id();
$table->string('name');
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('species');
}
};

View File

@ -0,0 +1,37 @@
<?php
use App\Models\Species;
use App\Models\User;
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::create('treatments', function (Blueprint $table) {
$table->id();
$table->foreignIdFor(Species::class)->constrained()->cascadeOnDelete();
$table->foreignIdFor(User::class)->constrained()->cascadeOnDelete();
$table->float('emsConcentration')->unsigned();
$table->unsignedInteger('soakDuration');
$table->float('lowestTemp')->unsigned();
$table->float('highestTemp')->unsigned();
$table->boolean('result');
$table->unsignedMediumInteger('successRate');
$table->timestamps();
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::dropIfExists('treatments');
}
};

View File

@ -0,0 +1,28 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->boolean('is_verified')->default(0);
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->dropColumn('is_verified');
});
}
};

View File

@ -0,0 +1,28 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::table('users', function (Blueprint $table) {
$table->enum('role', ['user', 'curator'])->default('user');
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::table('users', function (Blueprint $table) {
$table->dropColumn('role');
});
}
};

View File

@ -0,0 +1,28 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->boolean('is_added')->default(false);
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->dropColumn('is_added');
});
}
};

View File

@ -0,0 +1,28 @@
<?php
use Illuminate\Database\Migrations\Migration;
use Illuminate\Database\Schema\Blueprint;
use Illuminate\Support\Facades\Schema;
return new class extends Migration
{
/**
* Run the migrations.
*/
public function up(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->string('note', 500);
});
}
/**
* Reverse the migrations.
*/
public function down(): void
{
Schema::table('treatments', function (Blueprint $table) {
$table->dropColumn('note');
});
}
};

View File

@ -0,0 +1,35 @@
<?php
namespace Database\Seeders;
use App\Models\User;
// use Illuminate\Database\Console\Seeds\WithoutModelEvents;
use Illuminate\Database\Seeder;
class DatabaseSeeder extends Seeder
{
/**
* Seed the application's database.
*/
public function run(): void
{
// User::factory(10)->create();
User::factory()->create([
'name' => 'Raihan',
'email' => 'r@r.com',
'password' => '$2y$12$T7yfjVsZLLbsQVYAd4s5tumQoDWpImOB.iwaZ4BDy.mYdNOZfXyQ.',
'role' => 'curator',
]);
User::factory()->create([
'name' => 'Irfan',
'email' => 'i@i.com',
'password' => '$2y$12$T7yfjVsZLLbsQVYAd4s5tumQoDWpImOB.iwaZ4BDy.mYdNOZfXyQ.',
]);
$this->call([
SpeciesSeeder::class,
]);
}
}

View File

@ -0,0 +1,44 @@
<?php
namespace Database\Seeders;
use App\Models\Species;
use Illuminate\Database\Seeder;
use Illuminate\Support\Facades\Http;
class SpeciesSeeder extends Seeder
{
/**
* Run the database seeds.
*/
public function run(): void
{
$this->getSpecies();
}
public function getSpecies(): void
{
try {
// get species from API
$response = Http::get('http://127.0.0.1:8000/species');
if ($response->successful()) {
$species = $response->json();
// loop through the species from the API
foreach ($species as $speciesName) {
// check if the species already exists in the database
if (!Species::where('name', $speciesName)->exists()) {
// insert the species if it does not exist
Species::create(['name' => $speciesName]);
}
}
} else {
throw new \Exception('Failed to fetch species from API');
}
} catch (\Exception $e) {
print_r("\n\n\n !!! Make sure your API is running !!! \n\n\n");
throw $e;
}
}
}

20
ems-sense/package.json Normal file
View File

@ -0,0 +1,20 @@
{
"private": true,
"type": "module",
"scripts": {
"build": "vite build",
"dev": "vite"
},
"devDependencies": {
"@tailwindcss/forms": "^0.5.10",
"@tailwindcss/typography": "^0.5.16",
"autoprefixer": "^10.4.20",
"axios": "^1.7.4",
"concurrently": "^9.0.1",
"laravel-vite-plugin": "^1.0",
"postcss": "^8.4.49",
"postcss-nesting": "^13.0.1",
"tailwindcss": "^3.4.17",
"vite": "^6.0"
}
}

33
ems-sense/phpunit.xml Normal file
View File

@ -0,0 +1,33 @@
<?xml version="1.0" encoding="UTF-8"?>
<phpunit xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:noNamespaceSchemaLocation="vendor/phpunit/phpunit/phpunit.xsd"
bootstrap="vendor/autoload.php"
colors="true"
>
<testsuites>
<testsuite name="Unit">
<directory>tests/Unit</directory>
</testsuite>
<testsuite name="Feature">
<directory>tests/Feature</directory>
</testsuite>
</testsuites>
<source>
<include>
<directory>app</directory>
</include>
</source>
<php>
<env name="APP_ENV" value="testing"/>
<env name="APP_MAINTENANCE_DRIVER" value="file"/>
<env name="BCRYPT_ROUNDS" value="4"/>
<env name="CACHE_STORE" value="array"/>
<!-- <env name="DB_CONNECTION" value="sqlite"/> -->
<!-- <env name="DB_DATABASE" value=":memory:"/> -->
<env name="MAIL_MAILER" value="array"/>
<env name="PULSE_ENABLED" value="false"/>
<env name="QUEUE_CONNECTION" value="sync"/>
<env name="SESSION_DRIVER" value="array"/>
<env name="TELESCOPE_ENABLED" value="false"/>
</php>
</phpunit>

1741
ems-sense/pnpm-lock.yaml Normal file

File diff suppressed because it is too large Load Diff

View File

@ -0,0 +1,7 @@
export default {
plugins: {
'tailwindcss/nesting': 'postcss-nesting',
tailwindcss: {},
autoprefixer: {},
},
};

View File

@ -0,0 +1,21 @@
<IfModule mod_rewrite.c>
<IfModule mod_negotiation.c>
Options -MultiViews -Indexes
</IfModule>
RewriteEngine On
# Handle Authorization Header
RewriteCond %{HTTP:Authorization} .
RewriteRule .* - [E=HTTP_AUTHORIZATION:%{HTTP:Authorization}]
# Redirect Trailing Slashes If Not A Folder...
RewriteCond %{REQUEST_FILENAME} !-d
RewriteCond %{REQUEST_URI} (.+)/$
RewriteRule ^ %1 [L,R=301]
# Send Requests To Front Controller...
RewriteCond %{REQUEST_FILENAME} !-d
RewriteCond %{REQUEST_FILENAME} !-f
RewriteRule ^ index.php [L]
</IfModule>

File diff suppressed because one or more lines are too long

View File

@ -0,0 +1 @@
.fi-pagination-items,.fi-pagination-overview,.fi-pagination-records-per-page-select:not(.fi-compact){display:none}@supports (container-type:inline-size){.fi-pagination{container-type:inline-size}@container (min-width: 28rem){.fi-pagination-records-per-page-select.fi-compact{display:none}.fi-pagination-records-per-page-select:not(.fi-compact){display:inline}}@container (min-width: 56rem){.fi-pagination:not(.fi-simple)>.fi-pagination-previous-btn{display:none}.fi-pagination-overview{display:inline}.fi-pagination:not(.fi-simple)>.fi-pagination-next-btn{display:none}.fi-pagination-items{display:flex}}}@supports not (container-type:inline-size){@media (min-width:640px){.fi-pagination-records-per-page-select.fi-compact{display:none}.fi-pagination-records-per-page-select:not(.fi-compact){display:inline}}@media (min-width:768px){.fi-pagination:not(.fi-simple)>.fi-pagination-previous-btn{display:none}.fi-pagination-overview{display:inline}.fi-pagination:not(.fi-simple)>.fi-pagination-next-btn{display:none}.fi-pagination-items{display:flex}}}.tippy-box[data-animation=fade][data-state=hidden]{opacity:0}[data-tippy-root]{max-width:calc(100vw - 10px)}.tippy-box{background-color:#333;border-radius:4px;color:#fff;font-size:14px;line-height:1.4;outline:0;position:relative;transition-property:transform,visibility,opacity;white-space:normal}.tippy-box[data-placement^=top]>.tippy-arrow{bottom:0}.tippy-box[data-placement^=top]>.tippy-arrow:before{border-top-color:initial;border-width:8px 8px 0;bottom:-7px;left:0;transform-origin:center top}.tippy-box[data-placement^=bottom]>.tippy-arrow{top:0}.tippy-box[data-placement^=bottom]>.tippy-arrow:before{border-bottom-color:initial;border-width:0 8px 8px;left:0;top:-7px;transform-origin:center bottom}.tippy-box[data-placement^=left]>.tippy-arrow{right:0}.tippy-box[data-placement^=left]>.tippy-arrow:before{border-left-color:initial;border-width:8px 0 8px 8px;right:-7px;transform-origin:center left}.tippy-box[data-placement^=right]>.tippy-arrow{left:0}.tippy-box[data-placement^=right]>.tippy-arrow:before{border-right-color:initial;border-width:8px 8px 8px 0;left:-7px;transform-origin:center right}.tippy-box[data-inertia][data-state=visible]{transition-timing-function:cubic-bezier(.54,1.5,.38,1.11)}.tippy-arrow{color:#333;height:16px;width:16px}.tippy-arrow:before{border-color:transparent;border-style:solid;content:"";position:absolute}.tippy-content{padding:5px 9px;position:relative;z-index:1}.tippy-box[data-theme~=light]{background-color:#fff;box-shadow:0 0 20px 4px #9aa1b126,0 4px 80px -8px #24282f40,0 4px 4px -2px #5b5e6926;color:#26323d}.tippy-box[data-theme~=light][data-placement^=top]>.tippy-arrow:before{border-top-color:#fff}.tippy-box[data-theme~=light][data-placement^=bottom]>.tippy-arrow:before{border-bottom-color:#fff}.tippy-box[data-theme~=light][data-placement^=left]>.tippy-arrow:before{border-left-color:#fff}.tippy-box[data-theme~=light][data-placement^=right]>.tippy-arrow:before{border-right-color:#fff}.tippy-box[data-theme~=light]>.tippy-backdrop{background-color:#fff}.tippy-box[data-theme~=light]>.tippy-svg-arrow{fill:#fff}.fi-sortable-ghost{opacity:.3}

Binary file not shown.

After

Width:  |  Height:  |  Size: 162 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 72 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 162 KiB

View File

@ -0,0 +1,17 @@
<?php
use Illuminate\Http\Request;
define('LARAVEL_START', microtime(true));
// Determine if the application is in maintenance mode...
if (file_exists($maintenance = __DIR__.'/../storage/framework/maintenance.php')) {
require $maintenance;
}
// Register the Composer autoloader...
require __DIR__.'/../vendor/autoload.php';
// Bootstrap Laravel and handle the request...
(require_once __DIR__.'/../bootstrap/app.php')
->handleRequest(Request::capture());

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

View File

@ -0,0 +1 @@
function r({state:o}){return{state:o,rows:[],shouldUpdateRows:!0,init:function(){this.updateRows(),this.rows.length<=0?this.rows.push({key:"",value:""}):this.updateState(),this.$watch("state",(t,e)=>{let s=i=>i===null?0:Array.isArray(i)?i.length:typeof i!="object"?0:Object.keys(i).length;s(t)===0&&s(e)===0||this.updateRows()})},addRow:function(){this.rows.push({key:"",value:""}),this.updateState()},deleteRow:function(t){this.rows.splice(t,1),this.rows.length<=0&&this.addRow(),this.updateState()},reorderRows:function(t){let e=Alpine.raw(this.rows);this.rows=[];let s=e.splice(t.oldIndex,1)[0];e.splice(t.newIndex,0,s),this.$nextTick(()=>{this.rows=e,this.updateState()})},updateRows:function(){if(!this.shouldUpdateRows){this.shouldUpdateRows=!0;return}let t=[];for(let[e,s]of Object.entries(this.state??{}))t.push({key:e,value:s});this.rows=t},updateState:function(){let t={};this.rows.forEach(e=>{e.key===""||e.key===null||(t[e.key]=e.value)}),this.shouldUpdateRows=!1,this.state=t}}}export{r as default};

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

View File

@ -0,0 +1 @@
function i({state:a,splitKeys:n}){return{newTag:"",state:a,createTag:function(){if(this.newTag=this.newTag.trim(),this.newTag!==""){if(this.state.includes(this.newTag)){this.newTag="";return}this.state.push(this.newTag),this.newTag=""}},deleteTag:function(t){this.state=this.state.filter(e=>e!==t)},reorderTags:function(t){let e=this.state.splice(t.oldIndex,1)[0];this.state.splice(t.newIndex,0,e),this.state=[...this.state]},input:{["x-on:blur"]:"createTag()",["x-model"]:"newTag",["x-on:keydown"](t){["Enter",...n].includes(t.key)&&(t.preventDefault(),t.stopPropagation(),this.createTag())},["x-on:paste"](){this.$nextTick(()=>{if(n.length===0){this.createTag();return}let t=n.map(e=>e.replace(/[/\-\\^$*+?.()|[\]{}]/g,"\\$&")).join("|");this.newTag.split(new RegExp(t,"g")).forEach(e=>{this.newTag=e,this.createTag()})})}}}}export{i as default};

View File

@ -0,0 +1 @@
function r({initialHeight:t,shouldAutosize:i,state:s}){return{state:s,wrapperEl:null,init:function(){this.wrapperEl=this.$el.parentNode,this.setInitialHeight(),i?this.$watch("state",()=>{this.resize()}):this.setUpResizeObserver()},setInitialHeight:function(){this.$el.scrollHeight<=0||(this.wrapperEl.style.height=t+"rem")},resize:function(){if(this.setInitialHeight(),this.$el.scrollHeight<=0)return;let e=this.$el.scrollHeight+"px";this.wrapperEl.style.height!==e&&(this.wrapperEl.style.height=e)},setUpResizeObserver:function(){new ResizeObserver(()=>{this.wrapperEl.style.height=this.$el.style.height}).observe(this.$el)}}}export{r as default};

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

File diff suppressed because one or more lines are too long

View File

@ -0,0 +1,2 @@
User-agent: *
Disallow:

View File

@ -0,0 +1,4 @@
@tailwind base;
@tailwind components;
@tailwind utilities;
@tailwind variants;

View File

@ -0,0 +1 @@
import './bootstrap';

4
ems-sense/resources/js/bootstrap.js vendored Normal file
View File

@ -0,0 +1,4 @@
import axios from 'axios';
window.axios = axios;
window.axios.defaults.headers.common['X-Requested-With'] = 'XMLHttpRequest';

View File

@ -0,0 +1,10 @@
@props(['on'])
<div x-data="{ shown: false, timeout: null }"
x-init="@this.on('{{ $on }}', () => { clearTimeout(timeout); shown = true; timeout = setTimeout(() => { shown = false }, 2000); })"
x-show.transition.out.opacity.duration.1500ms="shown"
x-transition:leave.opacity.duration.1500ms
style="display: none;"
{{ $attributes->merge(['class' => 'text-sm text-gray-600']) }}>
{{ $slot->isEmpty() ? __('Saved.') : $slot }}
</div>

View File

@ -0,0 +1 @@
<img src="{{ asset('images/plant_logo.png') }}" alt="" {{ $attributes }}>

View File

@ -0,0 +1,7 @@
@props(['status'])
@if ($status)
<div {{ $attributes->merge(['class' => 'font-medium text-sm text-green-600']) }}>
{{ $status }}
</div>
@endif

View File

@ -0,0 +1,3 @@
<button {{ $attributes->merge(['type' => 'submit', 'class' => 'inline-flex items-center px-4 py-2 bg-red-600 border border-transparent rounded-md font-semibold text-xs text-white uppercase tracking-widest hover:bg-red-500 active:bg-red-700 focus:outline-none focus:ring-2 focus:ring-red-500 focus:ring-offset-2 transition ease-in-out duration-150']) }}>
{{ $slot }}
</button>

View File

@ -0,0 +1 @@
<a {{ $attributes->merge(['class' => 'block w-full px-4 py-2 text-start text-sm leading-5 text-gray-700 hover:bg-gray-100 focus:outline-none focus:bg-gray-100 transition duration-150 ease-in-out']) }}>{{ $slot }}</a>

View File

@ -0,0 +1,35 @@
@props(['align' => 'right', 'width' => '48', 'contentClasses' => 'py-1 bg-white'])
@php
$alignmentClasses = match ($align) {
'left' => 'ltr:origin-top-left rtl:origin-top-right start-0',
'top' => 'origin-top',
default => 'ltr:origin-top-right rtl:origin-top-left end-0',
};
$width = match ($width) {
'48' => 'w-48',
default => $width,
};
@endphp
<div class="relative" x-data="{ open: false }" @click.outside="open = false" @close.stop="open = false">
<div @click="open = ! open">
{{ $trigger }}
</div>
<div x-show="open"
x-transition:enter="transition ease-out duration-200"
x-transition:enter-start="opacity-0 scale-95"
x-transition:enter-end="opacity-100 scale-100"
x-transition:leave="transition ease-in duration-75"
x-transition:leave-start="opacity-100 scale-100"
x-transition:leave-end="opacity-0 scale-95"
class="absolute z-50 mt-2 {{ $width }} rounded-md shadow-lg {{ $alignmentClasses }}"
style="display: none;"
@click="open = false">
<div class="rounded-md ring-1 ring-black ring-opacity-5 {{ $contentClasses }}">
{{ $content }}
</div>
</div>
</div>

View File

@ -0,0 +1,9 @@
@props(['messages'])
@if ($messages)
<ul {{ $attributes->merge(['class' => 'text-sm text-red-600 space-y-1']) }}>
@foreach ((array) $messages as $message)
<li>{{ $message }}</li>
@endforeach
</ul>
@endif

View File

@ -0,0 +1,5 @@
@props(['value'])
<label {{ $attributes->merge(['class' => 'block font-medium text-sm text-gray-700']) }}>
{{ $value ?? $slot }}
</label>

View File

@ -0,0 +1,78 @@
@props([
'name',
'show' => false,
'maxWidth' => '2xl'
])
@php
$maxWidth = [
'sm' => 'sm:max-w-sm',
'md' => 'sm:max-w-md',
'lg' => 'sm:max-w-lg',
'xl' => 'sm:max-w-xl',
'2xl' => 'sm:max-w-2xl',
][$maxWidth];
@endphp
<div
x-data="{
show: @js($show),
focusables() {
// All focusable element types...
let selector = 'a, button, input:not([type=\'hidden\']), textarea, select, details, [tabindex]:not([tabindex=\'-1\'])'
return [...$el.querySelectorAll(selector)]
// All non-disabled elements...
.filter(el => ! el.hasAttribute('disabled'))
},
firstFocusable() { return this.focusables()[0] },
lastFocusable() { return this.focusables().slice(-1)[0] },
nextFocusable() { return this.focusables()[this.nextFocusableIndex()] || this.firstFocusable() },
prevFocusable() { return this.focusables()[this.prevFocusableIndex()] || this.lastFocusable() },
nextFocusableIndex() { return (this.focusables().indexOf(document.activeElement) + 1) % (this.focusables().length + 1) },
prevFocusableIndex() { return Math.max(0, this.focusables().indexOf(document.activeElement)) -1 },
}"
x-init="$watch('show', value => {
if (value) {
document.body.classList.add('overflow-y-hidden');
{{ $attributes->has('focusable') ? 'setTimeout(() => firstFocusable().focus(), 100)' : '' }}
} else {
document.body.classList.remove('overflow-y-hidden');
}
})"
x-on:open-modal.window="$event.detail == '{{ $name }}' ? show = true : null"
x-on:close-modal.window="$event.detail == '{{ $name }}' ? show = false : null"
x-on:close.stop="show = false"
x-on:keydown.escape.window="show = false"
x-on:keydown.tab.prevent="$event.shiftKey || nextFocusable().focus()"
x-on:keydown.shift.tab.prevent="prevFocusable().focus()"
x-show="show"
class="fixed inset-0 overflow-y-auto px-4 py-6 sm:px-0 z-50"
style="display: {{ $show ? 'block' : 'none' }};"
>
<div
x-show="show"
class="fixed inset-0 transform transition-all"
x-on:click="show = false"
x-transition:enter="ease-out duration-300"
x-transition:enter-start="opacity-0"
x-transition:enter-end="opacity-100"
x-transition:leave="ease-in duration-200"
x-transition:leave-start="opacity-100"
x-transition:leave-end="opacity-0"
>
<div class="absolute inset-0 bg-gray-500 opacity-75"></div>
</div>
<div
x-show="show"
class="mb-6 bg-white rounded-lg overflow-hidden shadow-xl transform transition-all sm:w-full {{ $maxWidth }} sm:mx-auto"
x-transition:enter="ease-out duration-300"
x-transition:enter-start="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
x-transition:enter-end="opacity-100 translate-y-0 sm:scale-100"
x-transition:leave="ease-in duration-200"
x-transition:leave-start="opacity-100 translate-y-0 sm:scale-100"
x-transition:leave-end="opacity-0 translate-y-4 sm:translate-y-0 sm:scale-95"
>
{{ $slot }}
</div>
</div>

View File

@ -0,0 +1,11 @@
@props(['active'])
@php
$classes = ($active ?? false)
? 'inline-flex items-center px-1 pt-1 border-b-2 border-indigo-400 text-sm font-medium leading-5 text-gray-900 focus:outline-none focus:border-indigo-700 transition duration-150 ease-in-out'
: 'inline-flex items-center px-1 pt-1 border-b-2 border-transparent text-sm font-medium leading-5 text-gray-500 hover:text-gray-700 hover:border-gray-300 focus:outline-none focus:text-gray-700 focus:border-gray-300 transition duration-150 ease-in-out';
@endphp
<a {{ $attributes->merge(['class' => $classes]) }}>
{{ $slot }}
</a>

Some files were not shown because too many files have changed in this diff Show More