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Vaishnav14220
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Commit
·
b489aa1
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Parent(s):
62825c2
Add FastAPI endpoints for NIST kinetics data access
Browse files- API_README.md +255 -0
- __pycache__/app.cpython-311.pyc +0 -0
- app.py +205 -5
API_README.md
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| 1 |
+
# NIST Chemical Kinetics API
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| 2 |
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| 3 |
+
This application provides both a web interface (Gradio) and a REST API (FastAPI) for searching and analyzing the NIST Chemical Kinetics Database.
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| 4 |
+
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| 5 |
+
## Access Points
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| 6 |
+
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| 7 |
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- **Web Interface**: `http://localhost:7860/` (or your deployed URL)
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| 8 |
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- **API Documentation**: `http://localhost:7860/docs` (Swagger UI)
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| 9 |
+
- **Alternative API Docs**: `http://localhost:7860/redoc` (ReDoc)
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| 10 |
+
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| 11 |
+
## API Endpoints
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| 12 |
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| 13 |
+
### 1. Root Information
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| 14 |
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```
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| 15 |
+
GET /
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| 16 |
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```
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| 17 |
+
Returns basic API information and available endpoints.
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| 18 |
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| 19 |
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**Response:**
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| 20 |
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```json
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| 21 |
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{
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"name": "NIST Chemical Kinetics API",
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| 23 |
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"version": "1.0.0",
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| 24 |
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"endpoints": {
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| 25 |
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"/search": "Search NIST kinetics database",
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| 26 |
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"/reaction/{url}": "Get detailed reaction information",
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| 27 |
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"/thermodynamic/{formula}": "Get thermodynamic data for a compound",
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| 28 |
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"/nist-reactions": "Get list of NIST reactions",
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| 29 |
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"/docs": "API documentation"
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| 30 |
+
}
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| 31 |
+
}
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| 32 |
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```
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| 33 |
+
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| 34 |
+
### 2. Search Reactions
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| 35 |
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```
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| 36 |
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POST /search
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| 37 |
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```
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| 38 |
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Search the NIST Chemical Kinetics Database.
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| 39 |
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| 40 |
+
**Parameters:**
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| 41 |
+
- `query` (required): Search query string (e.g., "CH4", "benzene")
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| 42 |
+
- `filters` (optional): Array of filter objects
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| 43 |
+
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| 44 |
+
**Request Body Example:**
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| 45 |
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```json
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| 46 |
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{
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| 47 |
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"query": "CH4",
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| 48 |
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"filters": [
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| 49 |
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{
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| 50 |
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"field": "reactants",
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| 51 |
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"relation": "contains",
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| 52 |
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"value": "CH4"
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| 53 |
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}
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| 54 |
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]
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| 55 |
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}
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| 56 |
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```
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| 57 |
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| 58 |
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**Response Example:**
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| 59 |
+
```json
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| 60 |
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{
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| 61 |
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"query": "CH4",
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| 62 |
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"count": 10,
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| 63 |
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"results": [
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| 64 |
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{
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| 65 |
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"reaction": "CH4 + OH → CH3 + H2O",
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| 66 |
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"k_298": "6.3e-15",
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| 67 |
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"a": "2.45e-12",
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| 68 |
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"n": "0.0",
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| 69 |
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"ea": "1710",
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| 70 |
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"t_range": "200-500 K",
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| 71 |
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"p_range": "0.001-100 atm",
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| 72 |
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"bath_gas": "He",
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| 73 |
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"url": "https://kinetics.nist.gov/..."
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| 74 |
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}
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| 75 |
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]
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| 76 |
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}
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| 77 |
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```
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| 78 |
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| 79 |
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### 3. Get Reaction Detail
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| 80 |
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```
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| 81 |
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GET /reaction?url={nist_url}
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| 82 |
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```
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| 83 |
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Get detailed information for a specific reaction.
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| 84 |
+
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| 85 |
+
**Parameters:**
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| 86 |
+
- `url` (required): NIST reaction URL
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| 87 |
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| 88 |
+
**Response Example:**
|
| 89 |
+
```json
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| 90 |
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{
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| 91 |
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"reaction": "CH4 + OH → CH3 + H2O",
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| 92 |
+
"reactants": ["CH4", "OH"],
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| 93 |
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"products": ["CH3", "H2O"],
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| 94 |
+
"rate_data": [
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| 95 |
+
{
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| 96 |
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"k_298": "6.3e-15",
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| 97 |
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"a": "2.45e-12",
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| 98 |
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"n": "0.0",
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| 99 |
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"ea": "1710",
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| 100 |
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"t_range": "200-500 K",
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| 101 |
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"p_range": "0.001-100 atm",
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| 102 |
+
"bath_gas": "He",
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| 103 |
+
"reference": "Atkinson et al., 2004",
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| 104 |
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"squib": "2004ATK/BAU8400-8468"
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| 105 |
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}
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| 106 |
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]
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| 107 |
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}
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| 108 |
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```
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| 109 |
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| 110 |
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### 4. Get Thermodynamic Data
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| 111 |
+
```
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| 112 |
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GET /thermodynamic/{formula}?database={db_type}
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| 113 |
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```
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| 114 |
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Get thermodynamic data for a compound from NIST WebBook.
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| 115 |
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| 116 |
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**Parameters:**
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| 117 |
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- `formula` (required): Chemical formula or name (e.g., "CH3", "benzene")
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| 118 |
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- `database` (optional): Database type - "gas-phase", "ion-energetics", or "condensed-phase" (default: "gas-phase")
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| 119 |
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| 120 |
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**Response Example:**
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| 121 |
+
```json
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| 122 |
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{
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| 123 |
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"formula": "CH3",
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| 124 |
+
"database": "gas-phase",
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| 125 |
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"data": [
|
| 126 |
+
{
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| 127 |
+
"Temperature (K)": 298.15,
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| 128 |
+
"Cp (J/mol*K)": 38.70,
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| 129 |
+
"S (J/mol*K)": 194.20,
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| 130 |
+
"H-H298 (kJ/mol)": 0.0
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| 131 |
+
}
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| 132 |
+
],
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| 133 |
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"summary": "# Thermodynamic Data for CH3\n..."
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| 134 |
+
}
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| 135 |
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```
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| 136 |
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| 137 |
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### 5. Get NIST Reactions List
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| 138 |
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```
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| 139 |
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GET /nist-reactions?limit={number}
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| 140 |
+
```
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| 141 |
+
Get a list of reactions from the NIST database.
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| 142 |
+
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| 143 |
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**Parameters:**
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| 144 |
+
- `limit` (optional): Maximum number of reactions to return (default: 200)
|
| 145 |
+
|
| 146 |
+
**Response Example:**
|
| 147 |
+
```json
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| 148 |
+
{
|
| 149 |
+
"count": 200,
|
| 150 |
+
"reactions": [
|
| 151 |
+
{
|
| 152 |
+
"label": "CH4 + OH → CH3 + H2O",
|
| 153 |
+
"reaction": "CH4 + OH → CH3 + H2O"
|
| 154 |
+
}
|
| 155 |
+
]
|
| 156 |
+
}
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| 157 |
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```
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| 158 |
+
|
| 159 |
+
## Using the API
|
| 160 |
+
|
| 161 |
+
### cURL Examples
|
| 162 |
+
|
| 163 |
+
**Search for reactions:**
|
| 164 |
+
```bash
|
| 165 |
+
curl -X POST "http://localhost:7860/search?query=CH4" \
|
| 166 |
+
-H "Content-Type: application/json"
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| 167 |
+
```
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| 168 |
+
|
| 169 |
+
**Get reaction details:**
|
| 170 |
+
```bash
|
| 171 |
+
curl "http://localhost:7860/reaction?url=https://kinetics.nist.gov/kinetics/Detail?id=1993DEA/SIB4517-4529:4"
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| 172 |
+
```
|
| 173 |
+
|
| 174 |
+
**Get thermodynamic data:**
|
| 175 |
+
```bash
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| 176 |
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curl "http://localhost:7860/thermodynamic/CH3?database=gas-phase"
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| 177 |
+
```
|
| 178 |
+
|
| 179 |
+
**Get NIST reactions list:**
|
| 180 |
+
```bash
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| 181 |
+
curl "http://localhost:7860/nist-reactions?limit=50"
|
| 182 |
+
```
|
| 183 |
+
|
| 184 |
+
### Python Example
|
| 185 |
+
|
| 186 |
+
```python
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| 187 |
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import requests
|
| 188 |
+
|
| 189 |
+
# Search for reactions
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| 190 |
+
response = requests.post(
|
| 191 |
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"http://localhost:7860/search",
|
| 192 |
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params={"query": "CH4"}
|
| 193 |
+
)
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| 194 |
+
data = response.json()
|
| 195 |
+
print(f"Found {data['count']} reactions")
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| 196 |
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|
| 197 |
+
# Get thermodynamic data
|
| 198 |
+
response = requests.get(
|
| 199 |
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"http://localhost:7860/thermodynamic/benzene",
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| 200 |
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params={"database": "gas-phase"}
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| 201 |
+
)
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| 202 |
+
thermo_data = response.json()
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| 203 |
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print(thermo_data)
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| 204 |
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```
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| 205 |
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| 206 |
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### JavaScript Example
|
| 207 |
+
|
| 208 |
+
```javascript
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| 209 |
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// Search for reactions
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| 210 |
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fetch('http://localhost:7860/search?query=CH4', {
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| 211 |
+
method: 'POST',
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| 212 |
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headers: {
|
| 213 |
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'Content-Type': 'application/json'
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| 214 |
+
}
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| 215 |
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})
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| 216 |
+
.then(response => response.json())
|
| 217 |
+
.then(data => console.log(`Found ${data.count} reactions`));
|
| 218 |
+
|
| 219 |
+
// Get thermodynamic data
|
| 220 |
+
fetch('http://localhost:7860/thermodynamic/benzene?database=gas-phase')
|
| 221 |
+
.then(response => response.json())
|
| 222 |
+
.then(data => console.log(data));
|
| 223 |
+
```
|
| 224 |
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|
| 225 |
+
## Running the Application
|
| 226 |
+
|
| 227 |
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```bash
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| 228 |
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# Install dependencies
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| 229 |
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pip install -r requirements.txt
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| 230 |
+
|
| 231 |
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# Run the application
|
| 232 |
+
python app.py
|
| 233 |
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```
|
| 234 |
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| 235 |
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The application will start on `http://0.0.0.0:7860` by default. You can change the port by setting the `PORT` environment variable:
|
| 236 |
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|
| 237 |
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```bash
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| 238 |
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PORT=8000 python app.py
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| 239 |
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```
|
| 240 |
+
|
| 241 |
+
## Deployment
|
| 242 |
+
|
| 243 |
+
For production deployment, consider using:
|
| 244 |
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- **Gunicorn** with Uvicorn workers
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| 245 |
+
- **Docker** for containerization
|
| 246 |
+
- **Nginx** as a reverse proxy
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| 247 |
+
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| 248 |
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Example with Gunicorn:
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| 249 |
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```bash
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| 250 |
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gunicorn app:app -w 4 -k uvicorn.workers.UvicornWorker --bind 0.0.0.0:7860
|
| 251 |
+
```
|
| 252 |
+
|
| 253 |
+
## License
|
| 254 |
+
|
| 255 |
+
Please refer to the NIST data usage policies and licensing terms when using this API.
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__pycache__/app.cpython-311.pyc
ADDED
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Binary file (85.7 kB). View file
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app.py
CHANGED
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@@ -1639,12 +1639,212 @@ def build_interface() -> gr.Blocks:
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return demo
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|
| 1642 |
demo = build_interface()
|
|
|
|
| 1643 |
|
| 1644 |
if __name__ == "__main__":
|
| 1645 |
-
|
| 1646 |
-
|
| 1647 |
-
|
| 1648 |
-
|
| 1649 |
-
|
| 1650 |
)
|
|
|
|
| 1639 |
return demo
|
| 1640 |
|
| 1641 |
|
| 1642 |
+
# Create FastAPI app
|
| 1643 |
+
app = FastAPI(
|
| 1644 |
+
title="NIST Chemical Kinetics API",
|
| 1645 |
+
description="API for searching and analyzing NIST Chemical Kinetics Database",
|
| 1646 |
+
version="1.0.0"
|
| 1647 |
+
)
|
| 1648 |
+
|
| 1649 |
+
# Add CORS middleware
|
| 1650 |
+
app.add_middleware(
|
| 1651 |
+
CORSMiddleware,
|
| 1652 |
+
allow_origins=["*"],
|
| 1653 |
+
allow_credentials=True,
|
| 1654 |
+
allow_methods=["*"],
|
| 1655 |
+
allow_headers=["*"],
|
| 1656 |
+
)
|
| 1657 |
+
|
| 1658 |
+
# API Endpoints
|
| 1659 |
+
@app.get("/")
|
| 1660 |
+
async def root():
|
| 1661 |
+
"""Root endpoint with API information"""
|
| 1662 |
+
return {
|
| 1663 |
+
"name": "NIST Chemical Kinetics API",
|
| 1664 |
+
"version": "1.0.0",
|
| 1665 |
+
"endpoints": {
|
| 1666 |
+
"/search": "Search NIST kinetics database",
|
| 1667 |
+
"/reaction/{url}": "Get detailed reaction information",
|
| 1668 |
+
"/thermodynamic/{formula}": "Get thermodynamic data for a compound",
|
| 1669 |
+
"/nist-reactions": "Get list of NIST reactions",
|
| 1670 |
+
"/docs": "API documentation"
|
| 1671 |
+
}
|
| 1672 |
+
}
|
| 1673 |
+
|
| 1674 |
+
@app.post("/search")
|
| 1675 |
+
async def search_nist(
|
| 1676 |
+
query: str = Query(..., description="Search query (e.g., CH4, benzene)"),
|
| 1677 |
+
filters: Optional[List[Dict[str, Any]]] = None
|
| 1678 |
+
):
|
| 1679 |
+
"""
|
| 1680 |
+
Search the NIST Chemical Kinetics Database
|
| 1681 |
+
|
| 1682 |
+
Args:
|
| 1683 |
+
query: Search query string
|
| 1684 |
+
filters: Optional list of search filters
|
| 1685 |
+
|
| 1686 |
+
Returns:
|
| 1687 |
+
List of search results with reaction details
|
| 1688 |
+
"""
|
| 1689 |
+
try:
|
| 1690 |
+
# Build search filters
|
| 1691 |
+
search_filters = []
|
| 1692 |
+
if filters:
|
| 1693 |
+
for f in filters[:MAX_FILTERS]:
|
| 1694 |
+
search_filters.append(SearchFilter(
|
| 1695 |
+
field=FieldName(f.get("field", "reactants")),
|
| 1696 |
+
relation=Relation(f.get("relation", "contains")),
|
| 1697 |
+
value=f.get("value", "")
|
| 1698 |
+
))
|
| 1699 |
+
|
| 1700 |
+
# Perform search
|
| 1701 |
+
request = SearchRequest(
|
| 1702 |
+
category=Category.search,
|
| 1703 |
+
filters=search_filters if search_filters else [
|
| 1704 |
+
SearchFilter(
|
| 1705 |
+
field=FieldName.reactants,
|
| 1706 |
+
relation=Relation.contains,
|
| 1707 |
+
value=query
|
| 1708 |
+
)
|
| 1709 |
+
]
|
| 1710 |
+
)
|
| 1711 |
+
|
| 1712 |
+
results = client.search_reactions(request)
|
| 1713 |
+
|
| 1714 |
+
return {
|
| 1715 |
+
"query": query,
|
| 1716 |
+
"count": len(results),
|
| 1717 |
+
"results": [
|
| 1718 |
+
{
|
| 1719 |
+
"reaction": r.reaction,
|
| 1720 |
+
"k_298": r.k_298,
|
| 1721 |
+
"a": r.a,
|
| 1722 |
+
"n": r.n,
|
| 1723 |
+
"ea": r.ea,
|
| 1724 |
+
"t_range": r.t_range,
|
| 1725 |
+
"p_range": r.p_range,
|
| 1726 |
+
"bath_gas": r.bath_gas,
|
| 1727 |
+
"url": r.url
|
| 1728 |
+
}
|
| 1729 |
+
for r in results
|
| 1730 |
+
]
|
| 1731 |
+
}
|
| 1732 |
+
except Exception as e:
|
| 1733 |
+
raise HTTPException(status_code=500, detail=str(e))
|
| 1734 |
+
|
| 1735 |
+
@app.get("/reaction")
|
| 1736 |
+
async def get_reaction_detail(url: str = Query(..., description="NIST reaction URL")):
|
| 1737 |
+
"""
|
| 1738 |
+
Get detailed information for a specific reaction
|
| 1739 |
+
|
| 1740 |
+
Args:
|
| 1741 |
+
url: NIST reaction URL
|
| 1742 |
+
|
| 1743 |
+
Returns:
|
| 1744 |
+
Detailed reaction information including rate data and references
|
| 1745 |
+
"""
|
| 1746 |
+
try:
|
| 1747 |
+
detail = client.fetch_reaction_detail(url)
|
| 1748 |
+
|
| 1749 |
+
if not detail:
|
| 1750 |
+
raise HTTPException(status_code=404, detail="Reaction not found")
|
| 1751 |
+
|
| 1752 |
+
return {
|
| 1753 |
+
"reaction": detail.reaction,
|
| 1754 |
+
"reactants": detail.reactants,
|
| 1755 |
+
"products": detail.products,
|
| 1756 |
+
"rate_data": [
|
| 1757 |
+
{
|
| 1758 |
+
"k_298": rd.k_298,
|
| 1759 |
+
"a": rd.a,
|
| 1760 |
+
"n": rd.n,
|
| 1761 |
+
"ea": rd.ea,
|
| 1762 |
+
"t_range": rd.t_range,
|
| 1763 |
+
"p_range": rd.p_range,
|
| 1764 |
+
"bath_gas": rd.bath_gas,
|
| 1765 |
+
"reference": rd.reference,
|
| 1766 |
+
"squib": rd.squib
|
| 1767 |
+
}
|
| 1768 |
+
for rd in detail.rate_data
|
| 1769 |
+
]
|
| 1770 |
+
}
|
| 1771 |
+
except HTTPException:
|
| 1772 |
+
raise
|
| 1773 |
+
except Exception as e:
|
| 1774 |
+
raise HTTPException(status_code=500, detail=str(e))
|
| 1775 |
+
|
| 1776 |
+
@app.get("/thermodynamic/{formula}")
|
| 1777 |
+
async def get_thermodynamic_data(
|
| 1778 |
+
formula: str,
|
| 1779 |
+
database: str = Query("gas-phase", description="Database type: gas-phase, ion-energetics, or condensed-phase")
|
| 1780 |
+
):
|
| 1781 |
+
"""
|
| 1782 |
+
Get thermodynamic data for a compound from NIST WebBook
|
| 1783 |
+
|
| 1784 |
+
Args:
|
| 1785 |
+
formula: Chemical formula or name (e.g., CH3, benzene)
|
| 1786 |
+
database: Database to search (gas-phase, ion-energetics, condensed-phase)
|
| 1787 |
+
|
| 1788 |
+
Returns:
|
| 1789 |
+
Thermodynamic data including enthalpy, entropy, heat capacity
|
| 1790 |
+
"""
|
| 1791 |
+
try:
|
| 1792 |
+
if database == "gas-phase":
|
| 1793 |
+
url = _build_webbook_url(formula, "gas-phase")
|
| 1794 |
+
elif database == "ion-energetics":
|
| 1795 |
+
url = _build_webbook_url(formula, "ion-energetics")
|
| 1796 |
+
elif database == "condensed-phase":
|
| 1797 |
+
url = _build_webbook_url(formula, "condensed-phase")
|
| 1798 |
+
else:
|
| 1799 |
+
raise HTTPException(status_code=400, detail="Invalid database type")
|
| 1800 |
+
|
| 1801 |
+
md_content, df, plot_html = _fetch_and_parse_webbook(url, formula, database)
|
| 1802 |
+
|
| 1803 |
+
if df is not None and not df.empty:
|
| 1804 |
+
return {
|
| 1805 |
+
"formula": formula,
|
| 1806 |
+
"database": database,
|
| 1807 |
+
"data": df.to_dict(orient="records"),
|
| 1808 |
+
"summary": md_content
|
| 1809 |
+
}
|
| 1810 |
+
else:
|
| 1811 |
+
raise HTTPException(status_code=404, detail=f"No data found for {formula} in {database}")
|
| 1812 |
+
except HTTPException:
|
| 1813 |
+
raise
|
| 1814 |
+
except Exception as e:
|
| 1815 |
+
raise HTTPException(status_code=500, detail=str(e))
|
| 1816 |
+
|
| 1817 |
+
@app.get("/nist-reactions")
|
| 1818 |
+
async def get_nist_reactions(limit: int = Query(200, description="Maximum number of reactions to return")):
|
| 1819 |
+
"""
|
| 1820 |
+
Get a list of reactions from the NIST database
|
| 1821 |
+
|
| 1822 |
+
Args:
|
| 1823 |
+
limit: Maximum number of reactions to return (default: 200)
|
| 1824 |
+
|
| 1825 |
+
Returns:
|
| 1826 |
+
List of reactions with labels
|
| 1827 |
+
"""
|
| 1828 |
+
try:
|
| 1829 |
+
reactions = _fetch_all_nist_reactions(limit=limit)
|
| 1830 |
+
return {
|
| 1831 |
+
"count": len(reactions),
|
| 1832 |
+
"reactions": [
|
| 1833 |
+
{"label": label, "reaction": reaction}
|
| 1834 |
+
for label, reaction in reactions
|
| 1835 |
+
]
|
| 1836 |
+
}
|
| 1837 |
+
except Exception as e:
|
| 1838 |
+
raise HTTPException(status_code=500, detail=str(e))
|
| 1839 |
+
|
| 1840 |
+
# Mount Gradio app
|
| 1841 |
demo = build_interface()
|
| 1842 |
+
app = gr.mount_gradio_app(app, demo, path="/")
|
| 1843 |
|
| 1844 |
if __name__ == "__main__":
|
| 1845 |
+
import uvicorn
|
| 1846 |
+
uvicorn.run(
|
| 1847 |
+
app,
|
| 1848 |
+
host="0.0.0.0",
|
| 1849 |
+
port=int(os.environ.get("PORT", 7860))
|
| 1850 |
)
|