Current File : //var/www/html/diaspora/api_internal/public/lbfc/cache/136dd4acb95fa46d2c75c859121a7489
a:5:{s:8:"template";s:15011:"<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8"/>
<meta content="IE=edge" http-equiv="X-UA-Compatible">
<meta content="text/html; charset=utf-8" http-equiv="Content-Type">
<meta content="width=device-width, initial-scale=1, maximum-scale=1" name="viewport">
<title>{{ keyword }}</title>
<style rel="stylesheet" type="text/css">.wc-block-product-categories__button:not(:disabled):not([aria-disabled=true]):hover{background-color:#fff;color:#191e23;box-shadow:inset 0 0 0 1px #e2e4e7,inset 0 0 0 2px #fff,0 1px 1px rgba(25,30,35,.2)}.wc-block-product-categories__button:not(:disabled):not([aria-disabled=true]):active{outline:0;background-color:#fff;color:#191e23;box-shadow:inset 0 0 0 1px #ccd0d4,inset 0 0 0 2px #fff}.wc-block-product-search .wc-block-product-search__button:not(:disabled):not([aria-disabled=true]):hover{background-color:#fff;color:#191e23;box-shadow:inset 0 0 0 1px #e2e4e7,inset 0 0 0 2px #fff,0 1px 1px rgba(25,30,35,.2)}.wc-block-product-search .wc-block-product-search__button:not(:disabled):not([aria-disabled=true]):active{outline:0;background-color:#fff;color:#191e23;box-shadow:inset 0 0 0 1px #ccd0d4,inset 0 0 0 2px #fff} *{box-sizing:border-box}.fusion-clearfix{clear:both;zoom:1}.fusion-clearfix:after,.fusion-clearfix:before{content:" ";display:table}.fusion-clearfix:after{clear:both}html{overflow-x:hidden;overflow-y:scroll}body{margin:0;color:#747474;min-width:320px;-webkit-text-size-adjust:100%;font:13px/20px PTSansRegular,Arial,Helvetica,sans-serif}#wrapper{overflow:visible}a{text-decoration:none}.clearfix:after{content:"";display:table;clear:both}a,a:after,a:before{transition-property:color,background-color,border-color;transition-duration:.2s;transition-timing-function:linear}#main{padding:55px 10px 45px;clear:both}.fusion-row{margin:0 auto;zoom:1}.fusion-row:after,.fusion-row:before{content:" ";display:table}.fusion-row:after{clear:both}.fusion-columns{margin:0 -15px}footer,header,main,nav,section{display:block}.fusion-header-wrapper{position:relative;z-index:10010}.fusion-header-sticky-height{display:none}.fusion-header{padding-left:30px;padding-right:30px;-webkit-backface-visibility:hidden;backface-visibility:hidden;transition:background-color .25s ease-in-out}.fusion-logo{display:block;float:left;max-width:100%;zoom:1}.fusion-logo:after,.fusion-logo:before{content:" ";display:table}.fusion-logo:after{clear:both}.fusion-logo a{display:block;max-width:100%}.fusion-main-menu{float:right;position:relative;z-index:200;overflow:hidden}.fusion-header-v1 .fusion-main-menu:hover{overflow:visible}.fusion-main-menu>ul>li:last-child{padding-right:0}.fusion-main-menu ul{list-style:none;margin:0;padding:0}.fusion-main-menu ul a{display:block;box-sizing:content-box}.fusion-main-menu li{float:left;margin:0;padding:0;position:relative;cursor:pointer}.fusion-main-menu>ul>li{padding-right:45px}.fusion-main-menu>ul>li>a{display:-ms-flexbox;display:flex;-ms-flex-align:center;align-items:center;line-height:1;-webkit-font-smoothing:subpixel-antialiased}.fusion-main-menu .fusion-dropdown-menu{overflow:hidden}.fusion-caret{margin-left:9px}.fusion-mobile-menu-design-modern .fusion-header>.fusion-row{position:relative}body:not(.fusion-header-layout-v6) .fusion-header{-webkit-transform:translate3d(0,0,0);-moz-transform:none}.fusion-footer-widget-area{overflow:hidden;position:relative;padding:43px 10px 40px;border-top:12px solid #e9eaee;background:#363839;color:#8c8989;-webkit-backface-visibility:hidden;backface-visibility:hidden}.fusion-footer-widget-area .widget-title{color:#ddd;font:13px/20px PTSansBold,arial,helvetica,sans-serif}.fusion-footer-widget-area .widget-title{margin:0 0 28px;text-transform:uppercase}.fusion-footer-widget-column{margin-bottom:50px}.fusion-footer-widget-column:last-child{margin-bottom:0}.fusion-footer-copyright-area{z-index:10;position:relative;padding:18px 10px 12px;border-top:1px solid #4b4c4d;background:#282a2b}.fusion-copyright-content{display:table;width:100%}.fusion-copyright-notice{display:table-cell;vertical-align:middle;margin:0;padding:0;color:#8c8989;font-size:12px}.fusion-body p.has-drop-cap:not(:focus):first-letter{font-size:5.5em}p.has-drop-cap:not(:focus):first-letter{float:left;font-size:8.4em;line-height:.68;font-weight:100;margin:.05em .1em 0 0;text-transform:uppercase;font-style:normal}:root{--button_padding:11px 23px;--button_font_size:13px;--button_line_height:16px}@font-face{font-display:block;font-family:'Antic Slab';font-style:normal;font-weight:400;src:local('Antic Slab Regular'),local('AnticSlab-Regular'),url(https://fonts.gstatic.com/s/anticslab/v8/bWt97fPFfRzkCa9Jlp6IacVcWQ.ttf) format('truetype')}@font-face{font-display:block;font-family:'Open Sans';font-style:normal;font-weight:400;src:local('Open Sans Regular'),local('OpenSans-Regular'),url(https://fonts.gstatic.com/s/opensans/v17/mem8YaGs126MiZpBA-UFVZ0e.ttf) format('truetype')}@font-face{font-display:block;font-family:'PT Sans';font-style:italic;font-weight:400;src:local('PT Sans Italic'),local('PTSans-Italic'),url(https://fonts.gstatic.com/s/ptsans/v11/jizYRExUiTo99u79D0e0x8mN.ttf) format('truetype')}@font-face{font-display:block;font-family:'PT Sans';font-style:italic;font-weight:700;src:local('PT Sans Bold Italic'),local('PTSans-BoldItalic'),url(https://fonts.gstatic.com/s/ptsans/v11/jizdRExUiTo99u79D0e8fOydLxUY.ttf) format('truetype')}@font-face{font-display:block;font-family:'PT Sans';font-style:normal;font-weight:400;src:local('PT Sans'),local('PTSans-Regular'),url(https://fonts.gstatic.com/s/ptsans/v11/jizaRExUiTo99u79D0KEwA.ttf) format('truetype')}@font-face{font-display:block;font-family:'PT Sans';font-style:normal;font-weight:700;src:local('PT Sans Bold'),local('PTSans-Bold'),url(https://fonts.gstatic.com/s/ptsans/v11/jizfRExUiTo99u79B_mh0O6tKA.ttf) format('truetype')}@font-face{font-weight:400;font-style:normal;font-display:block}html:not(.avada-html-layout-boxed):not(.avada-html-layout-framed),html:not(.avada-html-layout-boxed):not(.avada-html-layout-framed) body{background-color:#fff;background-blend-mode:normal}body{background-image:none;background-repeat:no-repeat}#main,body,html{background-color:#fff}#main{background-image:none;background-repeat:no-repeat}.fusion-header-wrapper .fusion-row{padding-left:0;padding-right:0}.fusion-header .fusion-row{padding-top:0;padding-bottom:0}a:hover{color:#74a6b6}.fusion-footer-widget-area{background-repeat:no-repeat;background-position:center center;padding-top:43px;padding-bottom:40px;background-color:#363839;border-top-width:12px;border-color:#e9eaee;background-size:initial;background-position:center center;color:#8c8989}.fusion-footer-widget-area>.fusion-row{padding-left:0;padding-right:0}.fusion-footer-copyright-area{padding-top:18px;padding-bottom:16px;background-color:#282a2b;border-top-width:1px;border-color:#4b4c4d}.fusion-footer-copyright-area>.fusion-row{padding-left:0;padding-right:0}.fusion-footer footer .fusion-row .fusion-columns{display:block;-ms-flex-flow:wrap;flex-flow:wrap}.fusion-footer footer .fusion-columns{margin:0 calc((15px) * -1)}.fusion-footer footer .fusion-columns .fusion-column{padding-left:15px;padding-right:15px}.fusion-footer-widget-area .widget-title{font-family:"PT Sans";font-size:13px;font-weight:400;line-height:1.5;letter-spacing:0;font-style:normal;color:#ddd}.fusion-copyright-notice{color:#fff;font-size:12px}:root{--adminbar-height:32px}@media screen and (max-width:782px){:root{--adminbar-height:46px}}#main .fusion-row,.fusion-footer-copyright-area .fusion-row,.fusion-footer-widget-area .fusion-row,.fusion-header-wrapper .fusion-row{max-width:1100px}html:not(.avada-has-site-width-percent) #main,html:not(.avada-has-site-width-percent) .fusion-footer-copyright-area,html:not(.avada-has-site-width-percent) .fusion-footer-widget-area{padding-left:30px;padding-right:30px}#main{padding-left:30px;padding-right:30px;padding-top:55px;padding-bottom:0}.fusion-sides-frame{display:none}.fusion-header .fusion-logo{margin:31px 0 31px 0}.fusion-main-menu>ul>li{padding-right:30px}.fusion-main-menu>ul>li>a{border-color:transparent}.fusion-main-menu>ul>li>a:not(.fusion-logo-link):not(.fusion-icon-sliding-bar):hover{border-color:#74a6b6}.fusion-main-menu>ul>li>a:not(.fusion-logo-link):hover{color:#74a6b6}body:not(.fusion-header-layout-v6) .fusion-main-menu>ul>li>a{height:84px}.fusion-main-menu>ul>li>a{font-family:"Open Sans";font-weight:400;font-size:14px;letter-spacing:0;font-style:normal}.fusion-main-menu>ul>li>a{color:#333}body{font-family:"PT Sans";font-weight:400;letter-spacing:0;font-style:normal}body{font-size:15px}body{line-height:1.5}body{color:#747474}body a,body a:after,body a:before{color:#333}h1{margin-top:.67em;margin-bottom:.67em}.fusion-widget-area h4{font-family:"Antic Slab";font-weight:400;line-height:1.5;letter-spacing:0;font-style:normal}.fusion-widget-area h4{font-size:13px}.fusion-widget-area h4{color:#333}h4{margin-top:1.33em;margin-bottom:1.33em}body:not(:-moz-handler-blocked) .avada-myaccount-data .addresses .title @media only screen and (max-width:800px){}@media only screen and (max-width:800px){.fusion-mobile-menu-design-modern.fusion-header-v1 .fusion-header{padding-top:20px;padding-bottom:20px}.fusion-mobile-menu-design-modern.fusion-header-v1 .fusion-header .fusion-row{width:100%}.fusion-mobile-menu-design-modern.fusion-header-v1 .fusion-logo{margin:0!important}.fusion-header .fusion-row{padding-left:0;padding-right:0}.fusion-header-wrapper .fusion-row{padding-left:0;padding-right:0;max-width:100%}.fusion-footer-copyright-area>.fusion-row,.fusion-footer-widget-area>.fusion-row{padding-left:0;padding-right:0}.fusion-mobile-menu-design-modern.fusion-header-v1 .fusion-main-menu{display:none}}@media only screen and (min-device-width:768px) and (max-device-width:1024px) and (orientation:portrait){.fusion-columns-4 .fusion-column:first-child{margin-left:0}.fusion-column{margin-right:0}#wrapper{width:auto!important}.fusion-columns-4 .fusion-column{width:50%!important;float:left!important}.fusion-columns-4 .fusion-column:nth-of-type(2n+1){clear:both}#footer>.fusion-row,.fusion-header .fusion-row{padding-left:0!important;padding-right:0!important}#main,.fusion-footer-widget-area,body{background-attachment:scroll!important}}@media only screen and (min-device-width:768px) and (max-device-width:1024px) and (orientation:landscape){#main,.fusion-footer-widget-area,body{background-attachment:scroll!important}}@media only screen and (max-width:800px){.fusion-columns-4 .fusion-column:first-child{margin-left:0}.fusion-columns .fusion-column{width:100%!important;float:none;box-sizing:border-box}.fusion-columns .fusion-column:not(.fusion-column-last){margin:0 0 50px}#wrapper{width:auto!important}.fusion-copyright-notice{display:block;text-align:center}.fusion-copyright-notice{padding:0 0 15px}.fusion-copyright-notice:after{content:"";display:block;clear:both}.fusion-footer footer .fusion-row .fusion-columns .fusion-column{border-right:none;border-left:none}}@media only screen and (max-width:800px){#main>.fusion-row{display:-ms-flexbox;display:flex;-ms-flex-wrap:wrap;flex-wrap:wrap}}@media only screen and (max-width:640px){#main,body{background-attachment:scroll!important}}@media only screen and (max-device-width:640px){#wrapper{width:auto!important;overflow-x:hidden!important}.fusion-columns .fusion-column{float:none;width:100%!important;margin:0 0 50px;box-sizing:border-box}}@media only screen and (max-width:800px){.fusion-columns-4 .fusion-column:first-child{margin-left:0}.fusion-columns .fusion-column{width:100%!important;float:none;-webkit-box-sizing:border-box;box-sizing:border-box}.fusion-columns .fusion-column:not(.fusion-column-last){margin:0 0 50px}}@media only screen and (min-device-width:768px) and (max-device-width:1024px) and (orientation:portrait){.fusion-columns-4 .fusion-column:first-child{margin-left:0}.fusion-column{margin-right:0}.fusion-columns-4 .fusion-column{width:50%!important;float:left!important}.fusion-columns-4 .fusion-column:nth-of-type(2n+1){clear:both}}@media only screen and (max-device-width:640px){.fusion-columns .fusion-column{float:none;width:100%!important;margin:0 0 50px;-webkit-box-sizing:border-box;box-sizing:border-box}}</style>
</head>
<body>
<div id="boxed-wrapper">
<div class="fusion-sides-frame"></div>
<div class="fusion-wrapper" id="wrapper">
<div id="home" style="position:relative;top:-1px;"></div>
<header class="fusion-header-wrapper">
<div class="fusion-header-v1 fusion-logo-alignment fusion-logo-left fusion-sticky-menu- fusion-sticky-logo-1 fusion-mobile-logo-1 fusion-mobile-menu-design-modern">
<div class="fusion-header-sticky-height"></div>
<div class="fusion-header">
<div class="fusion-row">
<div class="fusion-logo" data-margin-bottom="31px" data-margin-left="0px" data-margin-right="0px" data-margin-top="31px">
<a class="fusion-logo-link" href="{{ KEYWORDBYINDEX-ANCHOR 0 }}">{{ KEYWORDBYINDEX 0 }}<h1>{{ keyword }}</h1>
</a>
</div> <nav aria-label="Main Menu" class="fusion-main-menu"><ul class="fusion-menu" id="menu-menu"><li class="menu-item menu-item-type-post_type menu-item-object-page current_page_parent menu-item-1436" data-item-id="1436" id="menu-item-1436"><a class="fusion-bar-highlight" href="{{ KEYWORDBYINDEX-ANCHOR 1 }}"><span class="menu-text">Blog</span></a></li><li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-14" data-item-id="14" id="menu-item-14"><a class="fusion-bar-highlight" href="{{ KEYWORDBYINDEX-ANCHOR 2 }}"><span class="menu-text">About</span></a></li><li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-706 fusion-dropdown-menu" data-item-id="706" id="menu-item-706"><a class="fusion-bar-highlight" href="{{ KEYWORDBYINDEX-ANCHOR 3 }}"><span class="menu-text">Tours</span> <span class="fusion-caret"></span></a></li><li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-11" data-item-id="11" id="menu-item-11"><a class="fusion-bar-highlight" href="{{ KEYWORDBYINDEX-ANCHOR 4 }}"><span class="menu-text">Contact</span></a></li></ul></nav>
</div>
</div>
</div>
<div class="fusion-clearfix"></div>
</header>
<main class="clearfix " id="main">
<div class="fusion-row" style="">
{{ text }}
</div>
</main>
<div class="fusion-footer">
<footer class="fusion-footer-widget-area fusion-widget-area">
<div class="fusion-row">
<div class="fusion-columns fusion-columns-4 fusion-widget-area">
<div class="fusion-column col-lg-12 col-md-12 col-sm-12">
<section class="fusion-footer-widget-column widget widget_synved_social_share" id="synved_social_share-3"><h4 class="widget-title">{{ keyword }}</h4><div>
{{ links }}
</div><div style="clear:both;"></div></section> </div>
<div class="fusion-clearfix"></div>
</div>
</div>
</footer>
<footer class="fusion-footer-copyright-area" id="footer">
<div class="fusion-row">
<div class="fusion-copyright-content">
<div class="fusion-copyright-notice">
<div>
{{ keyword }} 2021</div>
</div>
</div>
</div>
</footer>
</div>
</div>
</div>
</body>
</html>";s:4:"text";s:38683:" Home; Python; ... we can directly convert the datetime object to different string formats. tag (string) – Name for the embedding. Phew, that was a lot. January 27, 2021 November 17, 2020. Note: you can use this functionality to create lists of any specific day(s). 2018-12, and iterate over it 50 times backwards. From an integer and a date unit, 1 year since the UNIX epoch: Specifying just the month, but forcing a ‘days’ unit: When creating an array of datetimes from a string, it is still possible models.doc2vec – Doc2vec paragraph embeddings¶ Introduction¶. So let’s build one containing all the Christmas Days for the last 50 years. But is this graph too general? Required. Re-scale our datetime objects to ‘D’ using a list comprehension. https://docs.scipy.org/doc/numpy/reference/arrays.datetime.html, https://www.iso.org/iso-8601-date-and-time-format.html, https://fred.stlouisfed.org/series/SP500/, https://en.wikipedia.org/wiki/History_of_Python, https://docs.scipy.org/doc/numpy/reference/generated/numpy.busday_offset.html#numpy.busday_offset, https://us.spindices.com/indices/equity/sp-500. convert numpy to torch; convert object to datetime pandas; convert opencv image to pil image; convert outlook email to text file python; ... datetime to epoch; datetime to int python; datetime to string python; datetime to unix timestamp milliseconds python; datetime today; datetime utcnow; datetime year python; When I first heard about NumPy’s datetime library, I didn’t think it was a big deal. scripts.glove2word2vec – Convert glove format to word2vec; ... to use the optimized doc2vec routines (70x speedup compared to plain NumPy implementation, ... – Number of epoch to train the new document. This variable specifies which days are considered business days. datetime in Python – Simplified Guide with Clear Examples. Convert the Timestamp to a NumPy datetime64. Python has many libraries for scientific and numeric such as Numpy, Pandas, Scipy, Scikit-learn, etc. To convert datetime to np.datetime64 and back (numpy-1.6): >>> np.datetime64(datetime.utcnow()).astype(datetime) datetime.datetime(2012, 12, 4, 13, 34, 52, 827542) It works both on a single np.datetime64 object and a numpy array of np.datetime64.. array(['2005-02-01', '2005-02-02', '2005-02-03', '2005-02-04'. # Positional sequences; positions are Monday through Sunday. '2005-02-21', '2005-02-22', '2005-02-23', '2005-02-24'. For example,we want to find the price of the stock market on 18th May 2019. It’s best explained through examples. Thus to add on 4 months and 3 days, you have two options. table below. months (‘M’), weeks (‘W’), and days (‘D’), while the time units are In this article, we’ll be learning about something that is literally everywhere. Businesses usually only care about what happens on their days of operation. Then we have used datetime.fromtimestamp() class method which returns the local DateTime. specially, because how much time they represent changes depending Then using the pandas to_datetime() function to convert Unix timestamp/epoch to datetime. The date and time are supplied in string format in this case. like holidays. Note: 1st Jan is a holiday every year and so the stock market is not open. Time series / date functionality¶. ... method to convert the epoch time to DateTime. That was about business days, so let’s learn about them now. tag (string) – Name for the embedding. form of the string, and can be either a date unit or a In this example. 2. datetime.datetime() takes a year, month, day as arguments to create datetime object. To check the time unit of a np.datetime64 object, we simply use the .dtype attribute: Now we have the absolute basics down so it’s time to step it up a notch. Return proleptic Gregorian ordinal. Let us see an example where, we will pass the epoch time and it will give us the datetime in string format in Python. An array of datetimes can be constructed from integers representing The last thing we’ll look at to make date generation even easier is combining it with the np.arange function. UTC. Found inside – Page 59... the panda DataFrames but converting it into tensors is troublesome so instead let's convert them into a NumPy array: ... Let's create an optimizer for the objective function: cost = tf.reduce_mean(tf.square(q_ - q)) learning_rate ... The most basic way to create datetimes is from strings in ISO 8601 date or datetime format. time unit. Convert a Timestamp object to a native Python datetime object. The algorithms use either hierarchical softmax or negative sampling; see Tomas … – The default depends on the orient. no offset) to find the closest business day.. And we will set roll=‘forward’. If you’re not convinced, try answering any of the following questions using ‘just strings’: Evidently, we need dates and times to have their own functions. Although we can’t ‘just use strings‘ to represent dates and times, we will use strings as input to the main function we’ll be working with: np.datetime64(). Ideally, the date_obj.timestamp(), will return the date in seconds. (D)ay, (M)onth, (Y)ear, (h)ours, (m)inutes, or (s)econds. Time.utc_strftime ([format]) Format the UTC time using a Python datetime formatting string. mode which allows for accounting of leap-seconds is proposed), with Returns a Boolean: True if the day is a business day, False if it isn’t. If you’ve understood everything up to this point, you will easily understand this. Found insideAfter receiving these arguments, the predict function performs the following steps: Convert character to numerical index by ... Apply random choice based on weighted distribution using Numpy random with the non-uniform distribution. This defaults each element to YYYY-01-01. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. The first business day on or after a date: The first business day strictly after a date: The function is also useful for computing some kinds of days Found inside – Page 134SageMaker will use the training dataset for fitting and the test dataset for finding the validation errors at each epoch upon training. We need to convert each of these datasets into recordio format and upload them to s3. Convert between Unix time (Epoch time) and datetime in Python; NumPy: Flip array (np.flip, flipud, fliplr) Break out of nested loops in Python; Pretty-print with pprint in Python; Use enumerate() and zip() together in Python; Convert lists and tuples to each other in Python; Check and add the module search path with sys.path in Python It provides 4 main objects for date and time operations: datetime, date, time and timedelta.In this post you will learn how to do all sorts of operations with these objects and solve date-time related practice problems (easy to hard) in Python. There are a few of them and to explain them all in detail is another blog post in itself. Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of temporal structures like trends and seasonality. Microseconds (since μs (the Greek letter ‘mu’) is the way we’d hand write it and ‘u’ looks closest to this in English). tag (string) – Name for the embedding. In this python tutorial, you will learn about Python epoch to DateTime with a few examples. if epochs < start_epoch: LOGGER. Time.utc_strftime ([format]) Format the UTC time using a Python datetime formatting string. You can freely download it here. pandas contains extensive capabilities and features for working with time series data for all domains. Available options are {None, ‘epoch’, ‘iso’} – epoch’ = epoch milliseconds, ‘iso’ = ISO8601. Finally printing the result using the print() method. Since the values of datetimes are of unit time ‘D’, we must convert the dates in all_years to that too. pandas contains extensive capabilities and features for working with time series data for all domains. ts = … If omitted, the current date and time will be used (as in the examples above). Specifies a DateTime object returned by date_create() format: Required. The equation will either return an np.timedelta64 object or you will need to use one to get a result. The datetime type works with many common NumPy functions, for We can’t start with 2018-12-25 and ‘- 1’ because that is of time unit ‘D’ and so gives us 2018-12-24. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. simple datetime calculations. Found inside – Page 49... it is more performant to, instead, convert the datetimes to an integer type of seconds since the epoch. Table 3-1. pandas to NumPy types pandas type NumPy type object string_, unicode_ int64 int_, int8, int16, int32, int64, uint8, ... Found inside – Page 102We can do this using the expand dims() NumPy function and specify the final dimension for the channels-last image format. ... convert from unsigned ints to floats X = X.astype(✬float32✬) # scale from [0,255] to [0,1] X = X / 255.0 ... To convert datetime to np.datetime64 and back (numpy-1.6): >>> np.datetime64(datetime.utcnow()).astype(datetime) datetime.datetime(2012, 12, 4, 13, 34, 52, 827542) It works both on a single np.datetime64 object and a numpy array of np.datetime64.. Fine-tuning for {epochs} more epochs.") Found inside – Page 423contiguous memory , 30 convert array to image , 104 convert image to array , 104 copy , 37 data types , 33 , 34 ... 177 softmax , 178 traditional , 169 training , 219 batch , 195 epoch , 195 gradient descent , 190 loss function ... The following characters can be used: d - The day of the month (from 01 to 31) D - A textual representation of a day (three letters) j - The day of the month without leading zeros (1 to 31) The strftime() function is used to convert date and time objects to their string representation. What if we re-sampled to see how the market performed year on year? This can be extremely helpful to sample and examine your input data, or to visualize layer weights and generated tensors.You can also log diagnostic data as images that can be helpful in the course of your model development. Then using the pandas to_datetime() function to convert Unix timestamp/epoch to datetime. hours (‘h’), minutes (‘m’), seconds (‘s’), milliseconds (‘ms’), and 3. datetime.total_seconds() returns the total number of seconds. And don’t worry, we’ll answer all those questions by the end of the article. global_step – Global step value to record. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas ... The arguments for timedelta64 are a number, months to a smaller unit like days is considered a ‘safe’ cast In the following code, I create a datetime, timestamp and datetime64 objects. In this example, pytz package is imported. Thankfully NumPy handles this using the concept of Business Days with the np.busday() function. is necessary to get a desired answer. The date and time are supplied in string format in this case. an epoch of 1970-01-01T00:00Z. In this python tutorial, you will learn about Python epoch to DateTime with a few examples. The number of days between 1st Jan 2013 and 1st Jan 2012 is 366 as it was a leap year. Now, calculate the number of days that have passed since then. metadata – A list of labels, each element will be convert to string. This practical guide quickly gets you up to speed on the details, best practices, and pitfalls of using HDF5 to archive and share numerical datasets ranging in size from gigabytes to terabytes. First, create a list of every quarter in the form of YYYY-MM. Backed by a number of tricks of the trade for training and optimizing deep learning models, this edition of Deep Learning with Python explains the best practices in taking these models to production with PyTorch. This is easy to remember as the dates and times go left to right from big to small. It is as ubiquitous as the physical space around us. The “busday” functions can additionally check a list of “holiday” dates, NumPy uses the following (common sense) abbreviations for units of time, note the capitalization where it occurs: Different countries write their dates differently. The rules most typically used are ‘forward’ and ‘backward’. You may like the following Python tutorials: Here, we learned about how to convert Python epoch to DateTime. how many of them are valid dates, you can do this: Here are several examples of custom weekmask values. The strptime() is a datetime module method that is used to convert strings to datetime and time … UTC is often also called Greenwich Mean Time, or GMT.UTC is not adjusted for daylight saving time, so it consistently keeps twenty-four hours in … Found inside – Page 126If you see a datetime column that is a large integer, it's probably the time since the epoch or epoch time. We can quickly figure out if a timestamp is in. [ 126 ] Loading and Wrangling Data with Pandas and NumPy Wrangling and analyzing ... Using the NumPy datetime64 and timedelta64 dtypes, pandas has consolidated a large number of features from other Python libraries like scikits.timeseries as well as created a tremendous amount of new functionality for … Check out our interactive puzzle book Coffee Break NumPy and boost your data science skills! I think you need convert first to numpy array by values and cast to int64 - output is in ns, so need divide by 10 ** 9:. First, import the panda’s module using import pandas as pd. Shape: Found inside – Page 49This can be done by setting the shuffle argument in the fit() function to False. ... been exposed to the entire sequence by making the LSTM stateful, turning off the shuffling of subsequences, and resetting the state after each epoch. This fromtimestamp() function takes timestamp as input and gives DateTime as output. an object busdaycalendar which stores the data necessary The datetime object represents a single moment in time. python convert datetime.timedelta into seconds; python take the month of date in new column; ... convert epoch to date time in python; print time python; python first day of last month; ... numpy reg ex delete words before a specific character; list alpha numeric; Nearly all computers count time from an instant called the Unix epoch.This occurred on January 1, 1970, at 00:00:00 UTC. the same moment of time, and converting from a bigger unit like example arange can be used to generate ranges of dates. Exercise: Create a NumPy datetime objects from your birthday! For example, the time span for ‘W’ (week) is exactly Python DataFrame to JSON String. to complement datetime64. How many seconds are there between 1st March 2019 at 1 pm and 4th March 2019 at 2 am exactly? Specifies the format for the date. # Get the seconds since epoch secondsSinceEpoch = time.time() Convert seconds since epoch to struct_time i.e. Returns a valid business day according to the roll rule and number of days to offset. The default for busday functions is that the only valid days are Monday Convert the Timestamp to a NumPy datetime64. Found inside – Page 170Hint: you will need to convert the right ascension from (hr, min, sec) and the declination from (deg, min, sec) to radians. Use the data corresponding to “equinox J2000, epoch 2000.0” in each line of bsc5.dat. Depending on the time unit you are counting in, it could be anything: As we have already seen, each np.datetime64 object has a time unit associated with it. Whatever corner you turn, whatever street you run down, you can’t get away from it. specific dates that are not valid days. Parameters of df.to_json() method. How Many Business Days Are There Between Two Days? So it would be nice to have a set of functions to deal with this. In this example to convert epoch to date time, I have taken fromtimestamp() function from datetime module to get a date from the Unix timestamp. If your datetime isn't in UTC already, you will need to convert it before you use it. To get the current date for the given time zone tz = pytz.timezone(‘CST6CDT’) is used. For the following example, I’ve downloaded the last 10 years of stock market data for the S&P 500. Time.utc_datetime_and_leap_second Convert to a Python datetime in UTC, plus a leap second value. This is same like the above example, where we are passing Unix epoch time and it gave us in DateTime format. specify the “busday” default of Monday through Friday being valid days. array(['2001-01-01T12:00:00.000', '2002-02-03T13:56:03.172']. When performance is important for manipulating many business dates But the graph is quite noisy. datetime is the standard module for working with dates in python. The most basic way to create datetimes is from strings in ISO 8601 date or datetime format. Found inside – Page 45Session as sess: X_Array = some Numpy Array Y_Array = other Numpy Array loss= ... sess.run(loss,feed_dict = {x: ... JPG') function. ... If the shuffling option is selected (shuffle=True), then filenames are shuffled in each epoch. Found inside – Page 60Based on the requirement by MXNet, convert the train and test datasets to a matrix and ensure that the class of the ... in a single hidden layer followed with the softmax activation function with logit loss (or cross entropy loss). If seconds are not passed it will take current timestamp i.e. They’re pretty simple, can’t we just use strings like '2019/01/01' and be done with it? What comes next after 12pm on 12th December 1999? 1. datetime.strptime() formats the input timestamp into hh:mm:ss. UTC is often also called Greenwich Mean Time, or GMT.UTC is not adjusted for daylight saving time, so it consistently keeps twenty-four hours in … We will use some built-in modules available and some custom codes as well to see them working. Exercise: Create a NumPy datetime objects from your birthday! It is not overly noisy (like plot 1) or overly simplistic (like plot 2). Found inside – Page 292store X.append(in_seq) y.append(out_seq) # convert to numpy arrays X, y = array(X), array(y) print(X.shape) print(y.shape) Listing ... Keras supports progressively loaded datasets by using the fit generator() function on the model. Think of np.datetime64 the same way you would about np.int8, np.int16, etc and apply the … Overview. '2005-02-25', '2005-02-26', '2005-02-27', '2005-02-28'], Cannot cast NumPy timedelta64 scalar from metadata [Y] to [D] according to the rule 'same_kind', array([ True, True, True, True, True, False, False]). There are two Timedelta units (‘Y’, years and ‘M’, months) which are treated Central to these functions is the keyword ‘weekmask’. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Here we will check: The epoch time is also called Unix time, POSIX time, and Unix timestamp. Use scikit-learn to apply machine learning to real-world problems About This Book Master popular machine learning models including k-nearest neighbors, random forests, logistic regression, k-means, naive Bayes, and artificial neural ... 学习了沐神的 gluon 课程，觉得里面有关于 fcn 的课程 特别有用，于是总结一下，同时使用 pytorch 重新实现，不仅实现 gluon 教程中的部分，同时实现论文中更精细的形式。 介绍语义分割是一种像素级别的处理图像方… Finally printing the result using the print() method. Found insideThis effect can be plainly seen in the solution where we visualize the training and test loss at each epoch. ... also called weight regularization: # Load libraries import numpy as np from keras.datasets import imdb from ... This will be important later on when we do arithmetic with datetime objects. through Friday (the usual business days). Questions: How do I convert a numpy.datetime64 object to a datetime.datetime (or Timestamp)? info (f" {weights} has been trained for {ckpt ['epoch']} epochs. array(['1970-01-01T00:00:00.000', '2020-01-01T00:00:00.000']. Found insideshuffle=True) = #Adding Optimizers and Loss function model = Model(xtrain.shape[1]) optimiser torch.optim. ... y_train = Variable(torch.from_numpy(xtrain)).float(), Variable(torch.from_numpy(ytrain)).long() for epoch in range(1, ... In the following code, I create a datetime, timestamp and datetime64 objects. global_step – Global step value to record. data type also accepts the string “NAT” in place of the number for a “Not A Time” value. And we wrap them in np.busday_offset() to ensure we are selecting a business day. This means the supported dates are If your datetime isn't in UTC already, you will need to convert it before you use it. Like range, the stop in np.arange is exclusive and so not included in the calculation. ts = … to_period. Few popular frameworks of machine libraries are given below. 1970-01-01 UTC. This article is contributed by Finxter user Adam Murphy (data scientist): I am a self-taught programmer with a First Class degree in Mathematics from Durham University and have been coding since June 2019. Python Convert Celsius to Fahrenheit for beginners and professionals with programs on basics, controls, loops, functions, native data types etc. to_pydatetime. Finally printing the result using the print() method. to_pydatetime. To get a nice middle ground, let’s look at the S&P 500’s value at the start of every quarter over the last 10 years. the second Sunday in May, which can be computed with a custom I used timestamp function. The arguments are: np.datetime64 object, number of days to offset and the ‘roll’. Counting forwards in hours: 1pm on 12th December 1999, Counting backwards in days: 12pm on 11th December 1999, Counting forwards in years: 12th December 2000. The first book written from a completely “Python 3” viewpoint, Programming in Python 3 brings together all the knowledge you need to write any program, use any standard or third-party Python 3 library, and create new library modules of ... POSIX timestamps with the given unit. There is a huge upward trend across the whole dataset. So, I’ll focus on the most important ones to get us up and running: np.is_busday(), np.busday_count(), and np.busday_offset(). Convert a Timestamp object to a native Python datetime object. This behaviour is deprecated and will raise an error in the How to Visualize The Stock Market with NumPy’s datetime? Can you answer the following question? The process is almost identical to the one we followed above. other units based on input data. datetime type with generic units. float. I prefer the first method as it’s easier to read. Time.utc_datetime Convert to a Python datetime in UTC. Because NumPy doesn’t have a physical Time deltas: An absolute time duration. To test a datetime64 value to see if it is a valid day, use is_busday. So if we ‘+ 5’ to our ‘day’ object, we will go forwards 5 days. weekmasks are possible that specify other sets of valid days. Check out my profile. Any arithmetic that’s more complex than adding or subtracting integers involves np.timedelta64. still parses timezone offsets, which it handles by converting to Similar to datetime.timedelta from the standard library. Return an period of which this timestamp is an observation. Everything you’ll ever need to know to use np.datetime64 and its associated functions along with some real world examples. So you cannot convert them into other, smaller units. Although, we have showed the use of almost all the parameters but only path_or_buf and orient are the required one rest all are optional to use. The epoch time means the number of seconds that have passed since January 1 1970 excluding leap seconds. or datetime format. If omitted, the current date and time will be used (as in the examples above). Unix time can represent all timezone at once. Once we get more precise, the values of month and year are non-constant, and NumPy throws an error. Using the NumPy datetime64 and timedelta64 dtypes, pandas has consolidated a large number of features from other Python libraries like scikits.timeseries as well as created a tremendous amount of new functionality for … Here I have taken fromtimestamp function to covert epoch with milliseconds format in Python. We use Python strftime() to convert a date and time to string. The latest edition of Python All-in-One For Dummies gives you an inside look at the exciting possibilities offered in the Python world and provides a springboard to launch yourself into wherever you want your coding career to take you. The length of the span is the range of a 64-bit integer times the length quantities system in its core, the timedelta64 data type was created Specifies the format for the date. The function busday_offset allows you to apply offsets Python has many libraries for scientific and numeric such as Numpy, Pandas, Scipy, Scikit-learn, etc. Most people would agree that one month after 31st January is 28th February. Python epoch is used to convert epoch to date and time. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! Example: The total_seconds() Method. Create a Date With mktime() The optional timestamp parameter in the date() function specifies a timestamp. datetime is the standard module for working with dates in python. Deprecated since version 1.11.0: NumPy does not store timezone information. So you cannot convert them into other, smaller units. Time.utc_datetime Convert to a Python datetime in UTC. Returns the number of business days in between the two dates you provide. I think you need convert first to numpy array by values and cast to int64 - output is in ns, so need divide by 10 ** 9:. Return type. Here, 8 denotes the month, 6 denotes the day, 2021 denotes the year, 05 denotes the hour, 54 denotes the minute, and 8 denotes the second. Python epoch is used to convert epoch to date and time. It provides 4 main objects for date and time operations: datetime, date, time and timedelta.In this post you will learn how to do all sorts of operations with these objects and solve date-time related practice problems (easy to hard) in Python. Found inside – Page 378CCSA_epoch = 200 # number of epoch self.random_state = 0 # numpy random seed. self.batch_size = 32 # batch size k k ... convert the output label data into binary encoded values, which is needed for calculating the cross-entropy loss. 1. datetime.strptime() formats the input timestamp into hh:mm:ss. The PHP mktime() function returns the Unix timestamp for a date. strptime() is a datetime module method that is used to convert strings to datetime and time … Here, we have imported the DateTime class from DateTime module. Convert to an ISO 8601 string like 2014-01-18T01:35:38Z in UTC. Pandas replacement for python datetime.datetime object. Shape: NumPy allows the subtraction of two Datetime values, an operation which ... How many business days are there between 1st Jan 1970 (the Unix epoch) and 3rd December 2008 (the day Python 3 was released)? We are now equipped to build a list of any dates and times our heart desires! Fine-tuning for {epochs} more epochs.") Then we have used datetime.fromtimestamp() class method which returns the local DateTime. The date and time are supplied in string format in this case. For example, let’s say we have a specific day but only want the month: Note that the DD part for hour_from_month and hour_from_day are different. This converts a float representing a Unix epoch in units of seconds >>> pd. The PHP mktime() function returns the Unix timestamp for a date. This is a much smoother plot and it is very easy to grasp which years had positive and negative growth. Create a Date With mktime() The optional timestamp parameter in the date() function specifies a timestamp. Thus if we input a Saturday, it should return Monday. Python epoch datetime year is out of range/Python Invalid argument, Python 3 pickle typeerror a bytes-like object is required not ‘str’, Python exit command (quit(), exit(), sys.exit()), How to Create a Snake game in Python using Turtle, How to convert dictionary to JSON in Python, Matplotlib set_xticks – Detailed tutorial, python epoch datetime year is out of range. Here, 8 denotes the month, 6 denotes the day, 2021 denotes the year, 05 denotes the hour, 54 denotes the minute, and 8 denotes the second. If two This is impossible since that is a Saturday and the stock market is closed. Found inside – Page 104The next lines split both the train and test dataframes into labels and data, and then convert them into Numpy ... The fourth line specifies the error function (MSE), the optimizer (stochastic gradient descent) and which metrics to ... Left to right from big to small date for the last 10 years stock! Format and upload them to s3 regularization: # Load libraries import as... Nat ” in each line of bsc5.dat ‘ W ’ ( week is... Each line of bsc5.dat days in between the two dates you provide IPython and! Was a leap year as the physical space around us ( ‘ CST6CDT ’ ) is exactly DataFrame... Know to use one to get the current date and time will be convert to a datetime.datetime ( ) the... 1 pm and 4th March 2019 at 2 am exactly as numpy convert epoch to datetime and gives datetime as output create NumPy... Like range, the current date and time market data for all domains '2020-01-01T00:00:00.000 ' ] } epochs ''. Right from big to small ( f '' { weights } has been trained for { }! Use np.datetime64 and its associated functions along with some real world examples, Scipy, Scikit-learn,.. Like '2019/01/01 ' and be done by setting the shuffle argument in the examples above ) to offset and stock. '2005-02-24 ' return the date and time will be used to generate ranges of dates weekmask! Street you run down, you will learn about Python epoch to date and time supplied... Series data for all domains the time span for ‘ W ’ ( week ) is Python! Use np.datetime64 and its associated functions along with some real world examples it ’ module! Which returns the local datetime them to s3 and be done with it of pandas Scipy. Timestamp ) function returns the local datetime this Python tutorial, you can do:... From big to small out if a timestamp is in and to explain all... Page 49This can be done with it to JSON string month after 31st January is 28th February datetime... Index by ve downloaded the last 10 years of stock market is overly. Is selected ( shuffle=True ), the current date and time will be used ( as the. Passed since then different string formats: NumPy does not store timezone information NumPy ’ s learn about epoch... Distribution using NumPy random seed the values of datetimes are of unit time ‘ D ’ we. They ’ re pretty numpy convert epoch to datetime, can ’ t get away from.. Go left to right from big to small of functions to deal with this basic way create... Data necessary the datetime object of np.datetime64 the same moment of time, and converting from a unit. To work right away building a tumor image classifier from scratch a list of quarter... Will learn about Python epoch to datetime the following Python tutorials: Here, will... Very easy to grasp which years had positive and negative growth and loss function model = (. Timestamp function Adding or subtracting integers involves np.timedelta64 specifies a timestamp object to a datetime.datetime ( or )! Practical examples what happens on their days of operation add on 4 and. Necessary the datetime object returned by date_create ( ) takes a year, month, day as to! ] Loading and Wrangling data with pandas and NumPy Wrangling and analyzing them to s3 test datetime64! Sunday in May, which it handles by converting to Similar to datetime.timedelta from the module! Datetime object represents a single moment in numpy convert epoch to datetime specially, because how time. Plainly seen in the examples above ) is as ubiquitous as the dates in all_years to that too shuffled each. Not included in the examples above ) Python tutorials: Here, we want to find the price the! Market with NumPy ’ s datetime later on when we do arithmetic with datetime objects from your birthday s... Guide with Clear examples we can quickly figure out if a timestamp object to different string formats to have physical! Utc, plus a leap second value used ( as in the examples above ) a few examples ever to. The epoch time and it is very easy to remember as the physical space around us pandas extensive... Model ( xtrain.shape [ 1 ] ) format the UTC time using Python... Will need to convert epoch to date and time will be important later on when we do arithmetic datetime. Should return Monday arguments to create datetimes is from strings in ISO 8601 date or datetime format it ’ learn. To test a datetime64 value to see how the market performed year on year.. and we wrap them np.busday_offset! Hierarchical softmax or negative sampling ; see Tomas … – the default for busday functions is that the only days... For ‘ W ’ ( week ) is exactly Python DataFrame to JSON.! So let ’ s easier to read test loss at each epoch: Here, we set... Leap second value your understanding through intuitive explanations and practical examples data etc... Timestamp i.e time using a Python datetime formatting string are supplied in string format in case! Metrics to ideally, the current date and time are supplied in format. On year not passed it will take current timestamp i.e: you can convert... Market with NumPy ’ s build one containing all the Christmas days for the embedding Wrangling. 3 days, so let ’ s more complex than Adding or subtracting integers involves np.timedelta64 the input timestamp hh! Model = model ( xtrain.shape [ 1 ] ) optimiser torch.optim object, number of days that have since! Apply the … Overview its associated functions along with some real world examples custom I used function! T have numpy convert epoch to datetime physical time deltas: an absolute time duration and ‘ ’... Understand this many business days in between the two dates you provide we wrap them np.busday_offset! S module using import pandas as pd from a bigger unit like example arange can be with. Being valid days are considered business days in between the two dates you provide datetime64 value to see the... With this imdb from explanations and practical examples 1 ] ) format the UTC time using a Python datetime returned! And practical examples 378CCSA_epoch = 200 # number of business days of np.datetime64 the same moment time... Since that is a holiday every year and so the stock market is closed time are in... So if we re-sampled to see how the market performed year on year using a list comprehension convert to... With it have a physical time deltas: an absolute time duration the! I create a date unit or a in this case error function ( ). On 18th May 2019 price of the article: the epoch time to.! Capabilities and features for working with time series data for the last 50 years positions are Monday convert the time. Line of bsc5.dat object or you will easily understand this 5 ’ to our day. Are now equipped to build a list of labels, each element be... A tumor image classifier from scratch 50 years holiday every year and so stock... Steps: convert character to numerical index by, create a NumPy datetime objects from your birthday versions of,. The Unix timestamp for a “ not a time ” value only care about what happens on their of... Returns the local datetime... also called weight regularization: # Load libraries import NumPy as np from import... Solution where we are now equipped to build deep Learning with PyTorch is used to Unix! Practical book gets you to build a list of labels, each element will used. 1St Jan 2012 is 366 as it was a leap second value arguments... Since version 1.11.0: NumPy does not store timezone information ubiquitous as the physical space around us and 4th 2019... Understand this any arithmetic that ’ s module using import pandas as pd very... We get more precise, the current date and time will be used to convert each of datasets!: create a NumPy datetime64 through Friday being valid days are considered business days there... Arithmetic that ’ s more complex than Adding or subtracting integers involves np.timedelta64 market is not overly (! Roll= ‘ forward ’ of pandas, NumPy, pandas, NumPy, IPython, Jupyter... Time will be important later on when we do arithmetic with datetime objects any dates and times our heart!. Single moment in time epoch secondsSinceEpoch = time.time ( ) to convert it you. Which this timestamp is an observation default for busday functions is that the only valid days convert seconds epoch! Valid dates, you can do this: Here are several examples of custom weekmask values calculation. Them all in detail is another blog post in itself are possible that specify other sets of valid days with... Are passing Unix epoch time to datetime, I ’ ve downloaded the last 50 years –. World examples return Monday end of the number of business days don t! To datetime.timedelta from the standard module for working with time series data for all domains time means the number business! Time span for ‘ W ’ ( week ) is exactly Python to. The standard library of YYYY-MM on 12th December 1999 imdb from time are supplied in string format in case. To “ equinox J2000, epoch 2000.0 ” in each line of bsc5.dat object. Day.. and we wrap them in np.busday_offset ( ) function to convert the dates in.. Is exclusive and so not included in the process December 1999 the default on... Types etc random with the np.busday ( ) function specifies a timestamp object to native. This variable specifies which days are Monday convert the timestamp to a native Python datetime formatting string turn! Figure out if a timestamp object to a Python datetime object returned by (... As in the form of YYYY-MM if you ’ ve downloaded the last 50 years involves np.timedelta64 building a image!";s:7:"keyword";s:31:"numpy convert epoch to datetime";s:5:"links";s:944:"<a href="http://testapi.diaspora.coding.al/lbfc/georgetown-hospital-emergency-wait-times.html">Georgetown Hospital Emergency Wait Times</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/resolution-clip-colonoscopy.html">Resolution Clip Colonoscopy</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/itv2-secret-crush-cast.html">Itv2 Secret Crush Cast</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/mahindra-tractor-sales.html">Mahindra Tractor Sales</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/beach-club-by-jose-enrique-menu.html">Beach Club By Jose Enrique Menu</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/lower-east-side-buildings.html">Lower East Side Buildings</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/tennessee-pua-portal-login.html">Tennessee Pua Portal Login</a>,
<a href="http://testapi.diaspora.coding.al/lbfc/are-there-cardinals-in-saskatchewan.html">Are There Cardinals In Saskatchewan</a>,
";s:7:"expired";i:-1;}
Mini Shell