### Configuration Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of how to configure the BLP library.

```python
config = {
    "api_key": "YOUR_API_KEY",
    "timeout": 30
}
blp = BLP(config=config)
```

--------------------------------

### Configuration Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of how to configure the blp library.

```python
from blp import Blp

config = {
    "api_key": "YOUR_API_KEY",
    "timeout": 30
}
b = Blp(config=config)
b.run()
```

--------------------------------

### Configuration Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of how to configure the BLP library with custom settings.

```python
config = {
    "api_key": "YOUR_API_KEY",
    "timeout": 30
}

blp = BLP(config=config)
```

--------------------------------

### Example Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This snippet shows a basic example of how to use the BLP project.

```python
import blp

# Initialize the BLP client
client = blp.Client()

# Get some data
data = client.get_data()

# Process the data
print(data)
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to import and use the BLP library.

```python
from blp import BLP

# Initialize the BLP object
blp = BLP()

# Perform some operation (example)
result = blp.process_data(data)
print(result)
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to initialize the BLP client and perform a basic query.

```python
from blp import Blp

blp = Blp()

# Example: Get data for a specific security
security_data = blp.get_security_data(ticker='AAPL')
print(security_data)
```

--------------------------------

### Initialize BLPQuery

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Starts a BLPQuery session.

```python
bquery = blp.BlpQuery().start()
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use BLP to process data.

```python
from blp import BLP

blp = BLP()
result = blp.process_data(input_data)
print(result)
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library to process data.

```python
from blp import BLP

# Initialize BLP with your API key
blp = BLP("YOUR_API_KEY")

# Fetch data for a specific ticker
data = blp.get_data("AAPL")

# Print the fetched data
print(data)
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library to create a model.

```python
from blp import BLP

model = BLP()
model.train(data)
prediction = model.predict(new_data)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use BLP.

```python
from blp import BLP

blp = BLP()
result = blp.process("input_data")
print(result)
```

--------------------------------

### Advanced Options

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Shows an example with more advanced configuration options.

```javascript
tippy('.my-selector', {
  animation: 'scale',
  delay: [200, 600],
  arrow: true,
  theme: 'light',
  placement: 'right',
  allowHTML: true,
  content: '<img src="path/to/image.png" alt="Image">',
  interactive: true,
  trigger: 'click'
});
```

--------------------------------

### Basic Usage Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library to create a model and train it.

```python
from blp import BLP

# Initialize the BLP model
model = BLP()

# Load your data (replace with your actual data loading)
data = {"feature1": [1, 2, 3], "target": [4, 5, 6]}

# Train the model
model.train(data)

# Make predictions
predictions = model.predict(data)
print(predictions)
```

--------------------------------

### Configuration

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of configuring blp with a custom path.

```python
from blp import Blp

blobs = Blp(path="/path/to/my/blobs")

blobs.add("another_blob", "This is another blob.")
```

--------------------------------

### Start Method Example

Source: https://github.com/matthewgilbert/blp/blob/master/_autodocs/api-reference/BlpQuery.md

Example demonstrating how to start the Bloomberg session manually and use it, including error handling with a finally block, and also showing the context manager alternative.

```python
bq = BlpQuery()
bq.start()
try:
    df = bq.bdp(['AAPL US Equity'], ['PX_LAST'])
finally:
    bq.stop()

# Or use context manager to auto-start/stop
with BlpQuery() as bq:
    df = bq.bdp(['AAPL US Equity'], ['PX_LAST'])
```

--------------------------------

### Screen for securities based on financial metrics.

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example screens for global securities based on 'Core Capital Ratios' with a 'General' group option.

```python
bquery.beqs(
    "Core Capital Ratios",
    screen_type="GLOBAL",
    options={"Group": "General"}
)
```

```text
Result:
     security  Tot Rsk Bsd Cap Rt LF     Ticker        Short Name  \
0     8331 JP              11.580000    8331 JP    CHIBA BANK LTD   
1      ABN NA              19.799999     ABN NA  ABN AMRO BANK-CV   
2      ACA FP              17.900000     ACA FP   CREDIT AGRICOLE   
3      BAC US              15.400000     BAC US   BANK OF AMERICA   
4     BBVA SM              16.510000    BBVA SM              BBVA   
5      BNP FP              17.799999     BNP FP       BNP PARIBAS   
6      BNS CN              17.200001     BNS CN  BANK OF NOVA SCO   
7      CBK GR              19.200001     CBK GR       COMMERZBANK   
8      CFR US              15.280000     CFR US      CULLEN/FROST   
9   DANSKE DC              23.200001  DANSKE DC   DANSKE BANK A/S   
10     DBK GR              18.799999     DBK GR  DEUTSCHE BANK-RG   
11     JPM US              17.799999     JPM US    JPMORGAN CHASE   
12      NA CN              16.799999      NA CN    NATL BK CANADA   
13     NAB AU              19.879999     NAB AU    NATL AUST BANK   
14     PNC US              13.400000     PNC US  PNC FINANCIAL SE   
15      RY CN              17.600000      RY CN  ROYAL BANK OF CA   
16     SAN SM              16.299999     SAN SM   BANCO SANTANDER   

```

--------------------------------

### AJAX Setup and Request

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Core AJAX functionality including setup, prefilters, transports, and request execution.

```javascript
var jt=/\%20/g,qt=/#.\*?/,Lt=/(\^?&)\_=\[^&\*)/,Ht=/^(.\*?):\s\[ \t\]\*(\[^\r\n\*])$/gm,Ot=/^(?:GET|HEAD)$/,Pt=/^\/\//,Rt={},Mt={},It="\*/".concat("\*"),Wt=E.createElement("a");function Ft(o){return function(e,t){"string"!=typeof e&&(t=e,e="");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||""):(o[n]=o[n]||[]).push(t)}return o[n]=o[n]||[]).push(t)}function Bt(t,i,o,a){var s={},u=t===Mt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?! (r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function $t(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Wt.href=Tt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Tt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(Tt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":It,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?$t($t(e,S.ajaxSettings),t):$t(S.ajaxSettings,e)},ajaxPrefilter:Ft(Rt),ajaxTransport:Ft(Mt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=Ht.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]]);return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||Tt.href)+"").replace(Pt,Tt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""]),(null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Wt.protocol+"//"+Wt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Bt(Rt,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Ot.test(v.type),f=v.url.replace(qt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(jt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Et.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Lt,"$1"),o=("Et.test(f)?"&":"?")+"\_="+Ct.guid+++o),v.url=f+o),v.ifModified&&("S.lastModified[f]"&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),"S.etag[f]"&&T.setRequestHeader("If-None-Match",S.etag[f]))),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?)," +It+" ; q=0.01":"):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Bt(Mt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),v.async)0===v.timeout?T.onsend():setTimeout(function(){0===v.timeout?T.onsend():T.abort("timeout")},v.timeout);else T.onsend();else T.onsend()}else T.resolve(v.success,{},"success",T);return T}
```

--------------------------------

### Dropdowns

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a basic dropdown.

```html
<div class="dropdown">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropdown button
  </button>
  <ul class="dropdown-menu">
    <li><a class="dropdown-item" href="#">Action</a></li>
    <li><a class="dropdown-item" href="#">Another action</a></li>
    <li><a class="dropdown-item" href="#">Something else here</a></li>
  </ul>
</div>
```

--------------------------------

### Dropdowns with dropend

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a dropdown with dropend.

```html
<div class="dropend">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropend
  </button>

  <ul class="dropdown-menu">
    <li><a class="dropdown-item" href="#">Action 1</a></li>
    <li><a class="dropdown-item" href="#">Action 2</a></li>
  </ul>
</div>
```

--------------------------------

### Dropdowns with dropstart

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a dropdown with dropstart.

```html
<div class="dropstart">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropstart
  </button>

  <ul class="dropdown-menu">
    <li><a class="dropdown-item" href="#">Action 1</a></li>
    <li><a class="dropdown-item" href="#">Action 2</a></li>
  </ul>
</div>
```

--------------------------------

### Dropdowns with dropup

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a dropdown with dropup.

```html
<div class="dropup">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropup
  </button>

  <ul class="dropdown-menu">
    <li><a class="dropdown-item" href="#">Action 1</a></li>
    <li><a class="dropdown-item" href="#">Action 2</a></li>
  </ul>
</div>
```

--------------------------------

### Dropdowns with form

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a dropdown with a form.

```html
<div class="dropdown">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropdown with form
  </button>
  <ul class="dropdown-menu">
    <form class="px-4 py-3">
      <div class="mb-3">
        <label for="exampleDropdownFormEmail1" class="form-label">Email address</label>
        <input type="email" class="form-control" id="exampleDropdownFormEmail1" placeholder="email@example.com">
      </div>
      <div class="mb-3">
        <label for="exampleDropdownFormPassword1" class="form-label">Password</label>
        <input type="password" class="form-control" id="exampleDropdownFormPassword1" placeholder="Password">
      </div>
      <div class="form-check">
        <input type="checkbox" class="form-check-input" id="dropdownCheck">
        <label class="form-check-label" for="dropdownCheck">
          Remember me
        </label>
      </div>
      <button type="submit" class="btn btn-primary">Sign in</button>
    </form>
    <a class="dropdown-item" href="#">New around here? Sign up</a>
    <a class="dropdown-item" href="#">Something else here</a>
  </ul>
</div>
```

--------------------------------

### Module with Dependencies

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of defining a module that depends on other modules.

```javascript
define(['dependency1', 'dependency2'], function(dep1, dep2) {
    // Module code using dep1 and dep2
    return {}; // Or the module's exports
});
```

--------------------------------

### Dropdowns with header

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of a dropdown with a header.

```html
<div class="dropdown">
  <button class="btn btn-secondary dropdown-toggle" type="button" data-bs-toggle="dropdown" aria-expanded="false">
    Dropdown with header
  </button>
  <ul class="dropdown-menu">
    <li><h6 class="dropdown-header">Dropdown header</h6></li>
    <li><a class="dropdown-item" href="#">Action</a></li>
    <li><a class="dropdown-item" href="#">Another action</a></li>
    <li><a class="dropdown-item" href="#">Something else here</a></li>
  </ul>
</div>
```

--------------------------------

### Get index constituent weights.

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example retrieves the constituent tickers and their percentage weights for a given index.

```python
bquery.bds("BCOM Index", "INDX_MWEIGHT")
```

```text
Result:
   Member Ticker and Exchange Code  Percentage Weight
0                             BOH4               2.67
1                             C H4               4.31
2                             CLH4               8.47
3                             COH4               7.92
4                             CTH4               1.55
5                             GCG4              17.52
6                             HGH4               5.56
7                             HOH4               2.00
8                             KCH4               3.74
9                             KWH4               1.44
10                           LAH24               4.43
11                            LCG4               3.84
12                            LHG4               1.60
13                            LLH4               0.93
14                            LNH4               1.74
15                            LXH4               2.66
16                           NGH24               5.62
17                            QSH4               2.67
18                            S H4               5.45
19                            SBH4               2.95
20                            SIH4               4.97
21                            SMH4               3.12
22                            W H4               2.55
23                            XBH4               2.28
```

--------------------------------

### Get data for a commodity future.

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example shows how to retrieve the name and last price for a commodity future.

```python
bquery.bdp(["CL1 Comdty"], ["NAME", "PX_LAST"])
```

```text
Result:
     security                     NAME  PX_LAST
0  CL1 Comdty  Generic 1st 'CL' Future    75.27
```

--------------------------------

### Get intraday bar data for a security.

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example retrieves intraday trade data for AAPL US Equity at a 60-minute interval.

```python
bquery.bdib(
    "AAPL US Equity",
    event_type="TRADE",
    interval=60,
    start_datetime="2023-11-01", # Different date format
    end_datetime="2023-11-02", # Different date format
)
```

```text
Result:
                 time     open    high      low    close    volume  numEvents  \
0 2023-11-01 13:30:00  171.000  171.97  170.120  171.828   8272888      41465   
1 2019-01-01 14:30:00  171.835  172.08  171.000  171.430   5189464      26241   
2 2019-01-01 15:30:00  171.440  172.00  171.195  171.910   2887219      14505   
3 2019-01-01 16:30:00  171.905  172.38  171.630  172.162   3109733      14308   
4 2019-01-01 17:30:00  172.160  172.71  171.910  172.620   4089553      20561   
5 2019-01-01 18:30:00  172.620  174.22  172.100  173.910   8659156      46255   
6 2019-01-01 19:30:00  173.920  174.23  173.610  173.970  13746588      32967   

          value  
0  1.415716e+09  
1  8.903882e+08  
2  4.957753e+08  
3  5.350173e+08  
4  7.043825e+08  
5  1.499576e+09  
6  2.391479e+09  
```

--------------------------------

### Get historical data for multiple securities and fields.

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example demonstrates how to retrieve historical price and volume data for SPY and TLT equities.

```python
bquery.bdh(
    ["SPY US Equity", "TLT US Equity"],
    ["PX_LAST", "VOLUME"],
    start_date="20190101",
    end_date="20190110",
    options={"adjustmentSplit": True}
)
```

```text
Result:
         date       security  PX_LAST       VOLUME
0  2019-01-02  SPY US Equity   250.18  126925199.0
1  2019-01-02  TLT US Equity   122.15   19841527.0
2  2019-01-03  SPY US Equity   244.21  144140692.0
3  2019-01-03  TLT US Equity   123.54   21187045.0
4  2019-01-04  SPY US Equity   252.39  142628834.0
5  2019-01-04  TLT US Equity   122.11   12970226.0
6  2019-01-07  SPY US Equity   254.38  103139100.0
7  2019-01-07  TLT US Equity   121.75    8498104.0
8  2019-01-08  SPY US Equity   256.77  102512587.0
9  2019-01-08  TLT US Equity   121.43    7737103.0
10 2019-01-09  SPY US Equity   257.97   95006554.0
11 2019-01-09  TLT US Equity   121.24    9349245.0
12 2019-01-10  SPY US Equity   258.88   96823923.0
13 2019-01-10  TLT US Equity   120.46    8222860.0
```

--------------------------------

### RequireJS Configuration Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Demonstrates how to configure RequireJS, including setting the base URL, defining path mappings, and configuring shims.

```javascript
require.config({
    baseUrl: "/app/src",
    paths: {
        "jquery": "../lib/jquery-3.5.1.min",
        "underscore": "../lib/underscore-min"
    },
    shim: {
        "underscore": {
            exports: "_"
        }
    }
});
```

--------------------------------

### Configuration

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of configuring the library, such as setting the base URL for modules.

```javascript
require.config({
    baseUrl: '/static/js/lib'
});
```

--------------------------------

### Market Data Event Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

An example of a market data event, including various price and change metrics for a currency pair.

```json
{
  "fragmentType": 0,
  "correlationIds": [
    "USDCAD Curncy"
  ],
  "messageType": "MarketDataEvents",
  "timeReceived": "2023-12-27T02:21:44.104816+0000",
  "element": {
    "MarketDataEvents": {
      "MKTDATA_EVENT_TYPE": "TRADE",
      "MKTDATA_EVENT_SUBTYPE": "NEW",
      "LAST_ALL_SESSIONS": 1.3198,
      "LAST2_TRADE": 1.3198,
      "LAST_PRICE": 1.3198,
      "LAST_PRICE_TDY": 1.3198,
      "LAST2_DIR": null,
      "LAST_TICK_DIRECTION_RT": 0,
      "ALL_PRICE_COND_CODE": null,
      "ALL_PRICE": 1.3198,
      "LAST_PRICE_COND_CODE_RT": null,
      "PRICE_CHANGE_1Y_NET_RT": -0.032499998807907104,
      "PRICE_CHANGE_1Y_PCT_RT": -2.4033000469207764,
      "LAST_CONTINUOUS_TRADE_PRICE_RT": 1.3198,
      "PRICE_LAST_RT": 1.3198,
      "EVT_TRADE_PRICE_RT": 1.3198,
      "EVT_TRADE_SIZE_RT": 0,
      "EVT_TRADE_CONDITION_CODE_RT": null,
      "EVT_TRADE_LOCAL_EXCH_SOURCE_RT": null,
      "EVT_TRADE_SOURCE_TYPE_CODE_RT": null,
      "EVT_TRADE_INTEGER_IDENTIFIER_RT": null,
      "EVT_TRADE_IDENTIFIER_RT": null,
      "EXCH_CODE_LAST_ALL_SESSION_RT": null,
      "LOC_SRC_FOR_LST_TRD_ALL_SESS_RT": null,
      "CHG_NET_REG_SESSION_CLOSE": null,
      "CHG_PCT_REG_SESSION_CLOSE": null,
      "CHG_NET_PREV_DAY_POST_CLS": null,
      "CHG_PCT_PREV_DAY_POST_CLS": null,
      "CHG_NET_1D_PRE_FROM_REGULAR_RT": null,
      "CHG_PCT_1D_PRE_FROM_REGULAR_RT": null,
      "CHG_NET_1D_ALL_FROM_REGULAR_RT": 0.0003,
      "CHG_PCT_1D_ALL_FROM_REGULAR_RT": 0.0227,
      "CHG_NET_1D_POST_FROM_REGULAR_RT": null,
      "CHG_PCT_1D_POST_FROM_REGULAR_RT": null,
      "PX_CHG_NET_1D_ALL_SWITCHOVER_RT": 0.0003,
      "PX_CHG_PCT_1D_ALL_SWITCHOVER_RT": 0.0227,
      "CHG_NET_REG_SES_PRV_RG_SES_CL_RT": 0.0003,
      "CHG_PCT_REG_SES_PRV_RG_SES_CL_RT": 0.022736,
      "CHG_NET_MTD_RT": -0.0363,
      "CHG_PCT_MTD_RT": -2.6768,
      "CHG_NET_QTD_RT": -0.0379,
      "CHG_PCT_QTD_RT": -2.7915,
      "CHG_NET_YTD_RT": -0.0356,
      "CHG_PCT_YTD_RT": -2.6265,
      "CHG_NET_1M_RT": -0.0418,
      "CHG_PCT_1M_RT": -3.0699,
      "CHG_NET_3M_RT": -0.03,
      "CHG_PCT_3M_RT": -2.2226,
      "REALTIME_2_DAY_CHANGE_NET": -0.0059,
      "REALTIME_2_DAY_CHANGE_PERCENT": -0.445,
      "REALTIME_5_DAY_CHANGE_NET": -0.0171,
      "REALTIME_5_DAY_CHANGE_PERCENT": -1.2791,
      "RT_PX_AS_PCT_INTRADAY_RANGE": 29.4118,
      "REALTIME_PERCENT_BID_ASK_SPREAD": 0.0075999999999964984,
      "RT_THEORETICAL_PCT_CHG_FROM_LAST": null,
      "REALTIME_15_SEC_PRICE_PCT_CHG": 0.0,
      "REALTIME_ONE_MIN_PRICE_PCT_CHG": 0.0152,
      "REALTIME_FIVE_MIN_PRICE_PCT_CHG": 0.0303,
      "REALTIME_15_MIN_PRICE_PCT_CHG": 0.0227,
      "REALTIME_ONE_HOUR_PRICE_PCT_CHG": 0.0,
      "REALTIME_VOLUME_5_DAY_INTERVAL": null,
      "DELTA_AVAT_1_DAY_INTERVAL": null
    }
  }
}
```

--------------------------------

### Get the computed height of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed height of an element. It retrieves the computed height of the first element in the matched set, including padding and border.

```javascript
var height = $( "#great" ).height();
$( "#great" ).text( "The height is " + height );
```

--------------------------------

### Get the computed width of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed width of an element. It retrieves the computed width of the first element in the matched set, including padding and border.

```javascript
var width = $( "#great" ).width();
$( "#great" ).text( "The width is " + width );
```

--------------------------------

### Context Manager for BlpQuery

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of using the `BlpQuery` class with a context manager to fetch historical data.

```python
with blp.BlpQuery() as bq:
    df = bq.bdh(
        ["GME US Equity"],
        ["PX_LAST", "VOLUME"],
        start_date="20210101",
        end_date="20210130",
    )
df
```

--------------------------------

### Get the current scroll position of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the current scroll position of an element. It retrieves the current vertical scroll position of the first element in the matched set.

```javascript
var scrollTop = $( "#great" ).scrollTop();
$( "#great" ).text( "The scroll top is " + scrollTop );
```

--------------------------------

### Animation Prefilter Example

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This snippet demonstrates how to use prefilters to modify or extend jQuery's animation behavior before it starts.

```javascript
S.Animation=S.extend(ft,{tweeners:{"*": [function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],ft.tweeners[n]=ft.tweeners[n]||[],ft.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],ot.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in c&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||"",c=S.css(e,"display"))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float"))&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ct(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}]},prefilter:function(e,t){t?ft.prefilters.unshift(e):ft.prefilters.push(e)}})
```

--------------------------------

### Advanced Configuration

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example showing how to configure BLP with custom settings.

```python
from blp import BLP

config = {
    "threshold": 0.8,
    "output_format": "json"
}
blp = BLP(config=config)
result = blp.process_file("input.txt")
print(result)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the blp library.

```python
from blp import Blp

b = Blp()
b.run()
```

--------------------------------

### Fetching SEDOL IDs

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of using bdp to retrieve the SEDOL 1 ID for specific US equities.

```python
bquery.bdp(
    ["SPY US Equity", "TLT US Equity"],
    ["ID_SEDOL1"],
)
```

--------------------------------

### Get the computed inner height of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed inner height of an element. It retrieves the computed inner height of the first element in the matched set, including padding but not border.

```javascript
var innerHeight = $( "#great" ).innerHeight();
$( "#great" ).text( "The inner height is " + innerHeight );
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the blp library.

```python
from blp import Blp

blobs = Blp()

# Add a blob
blobs.add("my_blob", "Hello, world!")

# Get a blob
print(blobs.get("my_blob"))

# List blobs
print(blobs.list())

# Remove a blob
blobs.remove("my_blob")
```

--------------------------------

### Get the computed inner width of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed inner width of an element. It retrieves the computed inner width of the first element in the matched set, including padding but not border.

```javascript
var innerWidth = $( "#great" ).innerWidth();
$( "#great" ).text( "The inner width is " + innerWidth );
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library.

```python
from blp import BLP

blp = BLP()
result = blp.process_data(data)
print(result)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating basic BLP usage.

```python
from blp import Blp

blp = Blp()

# Example usage
result = blp.process("some input data")
print(result)
```

--------------------------------

### Get the current CSS value of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the current CSS value of an element. It retrieves the current value of the 'opacity' CSS property for the first element in the matched set and returns it.

```javascript
var opacity = $( "#great" ).css( "opacity" );
$( "#great" ).text( "The opacity is " + opacity );
```

--------------------------------

### Context Manager for BlpStream

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of using the `BlpStream` class with a context manager to subscribe to real-time data and process events.

```python
with blp.BlpStream() as bs:
    bs.subscribe({"USDCAD Curncy": {"fields": ["LAST_PRICE"]}})
    n = 0
    for ev in bs.events(timeout=60):
        print(json.dumps(ev, indent=2, cls=CustomJSONEncoder))
        n += 1
        if n > 1:
            break
```

--------------------------------

### Generating a query for historical data

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This example demonstrates how to use `blp.create_query` to generate a historical data request in JSON format.

```python
query = blp.create_query(
    request_type="HistoricalDataRequest",
    values={
        "securities": ["SPY US Equity"],
        "fields": ["VOLUME"],
        "startDate": "20190101",
        "endDate": "20190105",
    },
)
print(json.dumps(query, indent=2))
```

--------------------------------

### Get the computed outer height of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed outer height of an element. It retrieves the computed outer height of the first element in the matched set, including padding, border, and margin.

```javascript
var outerHeight = $( "#great" ).outerHeight();
$( "#great" ).text( "The outer height is " + outerHeight );
```

--------------------------------

### Get the computed outer width of an element

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

This example shows how to get the computed outer width of an element. It retrieves the computed outer width of the first element in the matched set, including padding, border, and margin.

```javascript
var outerWidth = $( "#great" ).outerWidth();
$( "#great" ).text( "The outer width is " + outerWidth );
```

--------------------------------

### Advanced Configuration

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

Example of using BLP with custom configuration options.

```python
from blp import BLP

config = {
    "threshold": 0.8,
    "output_format": "json"
}
blp = BLP(config=config)
result = blp.process_file("path/to/another/file.csv")
print(result)
```

--------------------------------

### Using Overrides for Historical Index Weights

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of fetching historical index weights for the DAX Index with an override for the end date.

```python
bquery.bds(
    "DAX Index",
    "INDX_MWEIGHT_HIST",
    overrides=[("END_DATE_OVERRIDE", "20230630")],
)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library to fetch data.

```python
from blp import Blp

blp = Blp()

# Fetch data for a specific security
data = blp.fetch_data("AAPL US Equity", ["PX_LAST", "DS005"])
print(data)
```

--------------------------------

### Example of an invalid ticker causing an error

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

This code snippet demonstrates how an invalid ticker in a `bdh` request leads to a `TypeError` with a security error.

```python
bquery.bdh(
    ["NOT_A_TICKER US Equity", "SPY US Equity"],
    ["PX_LAST", "VOLUME"],
    start_date="20190101",
    end_date="20190110",
)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use the BLP library to fetch data.

```python
from blp import BLP

blp = BLP("YOUR_API_KEY")
data = blp.get_data("some_endpoint")
print(data)
```

--------------------------------

### Basic BQL Query

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of a basic BQL query to retrieve the last price for IBM and AAPL equities. The result is a list of dataframes, where each dataframe corresponds to a requested field.

```python
result = bquery.bql("get(px_last) for(['IBM US Equity', 'AAPL US Equity'])")
# bquery.bql returns a list of dataframes with one dataframe per field.
result[0]
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use BLP to process a file.

```python
from blp import BLP

blp = BLP()
result = blp.process_file("input.txt")
print(result)
```

--------------------------------

### Fetching Historical Price and Volume Data

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.ipynb

Example of using bdh to retrieve historical PX_LAST and VOLUME data for securities identified by their SEDOL 1 IDs within a specified date range.

```python
bquery.bdh(
    ["/sedol1/2840215", "/sedol1/2971546"],
    ["PX_LAST", "VOLUME"],
    start_date="20190101",
    end_date="20190110",
)
```

--------------------------------

### Basic Usage

Source: https://github.com/matthewgilbert/blp/blob/master/doc/source/quickstart.html

A simple example demonstrating how to use BLP to process a file.

```python
from blp import BLP

blp = BLP()
result = blp.process_file("path/to/your/file.txt")
print(result)
```