statsmodels.tsa.stattools.coint¶
-
statsmodels.tsa.stattools.
coint
(y0, y1, trend='c', method='aeg', maxlag=None, autolag='aic', return_results=None)[source]¶ Test for no-cointegration of a univariate equation
The null hypothesis is no cointegration. Variables in y0 and y1 are assumed to be integrated of order 1, I(1).
This uses the augmented Engle-Granger two-step cointegration test. Constant or trend is included in 1st stage regression, i.e. in cointegrating equation.
Warning: The autolag default has changed compared to statsmodels 0.8. In 0.8 autolag was always None, no the keyword is used and defaults to ‘aic’. Use autolag=None to avoid the lag search.
Parameters: - y1 (array_like, 1d) – first element in cointegrating vector
- y2 (array_like) – remaining elements in cointegrating vector
- trend (str {'c', 'ct'}) –
trend term included in regression for cointegrating equation
- ’c’ : constant
- ’ct’ : constant and linear trend
- also available quadratic trend ‘ctt’, and no constant ‘nc’
- method (string) – currently only ‘aeg’ for augmented Engle-Granger test is available. default might change.
- maxlag (None or int) – keyword for adfuller, largest or given number of lags
- autolag (string) –
keyword for adfuller, lag selection criterion.
- if None, then maxlag lags are used without lag search
- if ‘AIC’ (default) or ‘BIC’, then the number of lags is chosen to minimize the corresponding information criterion
- ’t-stat’ based choice of maxlag. Starts with maxlag and drops a lag until the t-statistic on the last lag length is significant using a 5%-sized test
- return_results (bool) – for future compatibility, currently only tuple available. If True, then a results instance is returned. Otherwise, a tuple with the test outcome is returned. Set return_results=False to avoid future changes in return.
Returns: - coint_t (float) – t-statistic of unit-root test on residuals
- pvalue (float) – MacKinnon’s approximate, asymptotic p-value based on MacKinnon (1994)
- crit_value (dict) – Critical values for the test statistic at the 1 %, 5 %, and 10 % levels based on regression curve. This depends on the number of observations.
Notes
The Null hypothesis is that there is no cointegration, the alternative hypothesis is that there is cointegrating relationship. If the pvalue is small, below a critical size, then we can reject the hypothesis that there is no cointegrating relationship.
P-values and critical values are obtained through regression surface approximation from MacKinnon 1994 and 2010.
If the two series are almost perfectly collinear, then computing the test is numerically unstable. However, the two series will be cointegrated under the maintained assumption that they are integrated. In this case the t-statistic will be set to -inf and the pvalue to zero.
TODO: We could handle gaps in data by dropping rows with nans in the auxiliary regressions. Not implemented yet, currently assumes no nans and no gaps in time series.
References
- MacKinnon, J.G. 1994 “Approximate Asymptotic Distribution Functions for
- Unit-Root and Cointegration Tests.” Journal of Business & Economics Statistics, 12.2, 167-76.
- MacKinnon, J.G. 2010. “Critical Values for Cointegration Tests.”
- Queen’s University, Dept of Economics Working Papers 1227. http://ideas.repec.org/p/qed/wpaper/1227.html


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The people dancing in the streets of Cairhien exasperated Perrin; making a way through was near to impossible.  He shook his head, and either his yellow eyes frightened her or his face looked as grim as he felt, because she swallowed her mirth and let the line lead her on, glancing back over her shoulder at him until the crowd hid her. A graying woman, still handsome, with slashes of color halfway to the waist of her dark silk dress, flung slender arms around Perrin’s neck and stretched up her mouth hungrily toward his. She looked startled when he picked her up gently under the arms and set her down out of his way. A group of men and women his own age, capering to tambours, bumped into him, laughing gaily and plucking at his coat. They ignored his head-shaking until finally he pushed one of the men away hard and snarled a lead-wolf growl at the others. Laughter vanished in gaping astonishment for a moment, but they were roaring again, and trying to imitate his growl, before they frolicked away into the throng.
It was the first day of the Feast of Lights, the shortest day of the year, the last day of the year, and the city celebrated in ways Perrin could never have imagined. There would be dancing in the Two Rivers, but this . . . ! The Cairhienin seemed determined to make up for a year of staid reserve in the two days of the feast. Propriety had gone down the well and with it every barrier between common and noble, in public at least. Perspiring women in plain rough wool seized sweaty men in color-striped dark silks and pulled them into the dance; men in carters’ coats and stablemen’s vests whirled women whose dresses bore slashes of color sometimes to the waist. Bare-chested men poured wine over themselves and anyone else close to them. Apparently any man could kiss any woman, any woman kiss any man, and they were doing so with great abandon everywhere Perrin looked. He tried not to look too closely. Some of the noblewomen with their hair in elaborate towers of curls were bare to the waist beneath light cloaks that they made little effort to keep closed. Among the commoners, few women who had abandoned blouses bothered with any sort of covering beyond their hair, and that seldom near long enough; they flung wine over themselves and everyone else as wildly as any man. Boisterous laughter warred with a thousand different tunes from flutes and drums and horns, zithers and bitterns and dulcimers.
The Women’s Circle in Emond’s Field would have had a screaming fit, and the Village Council swallowed their tongues in apoplexy, but the depraved goings-on were only a small burr added to Perrin’s irritation. A few hours, Nandera had said, but Rand had been gone six days now. Min had either gone with him or was staying with the Aiel. And no one seemed to know anything. Except for the one called Sorilea, the Wise Ones were evasive as any Aes Sedai when Perrin managed to corner one; Sorilea told him bluntly to tend to his wife and keep his nose out of affairs that did not concern wetlanders. How Sorilea knew of the trouble between Faile and him, he had no idea, but he did not care. He could feel Rand’s need like an itch everywhere under his skin, stronger every day. He was coming from Rand’s school now, a last resort, but everyone there was as caught in drink, dance and debauchery as the rest of Cairhien. A woman named Idrien had been named to him as the head of the school, but after he managed, with some difficulty and no small embarrassment, to interrupt her kissing a man young enough to be her son, long enough to ask his question, all she could say was that maybe a man named Fel might know something, and Fel turned out to be dancing with three young women who could have been his granddaughters. With all three at once. Fel hardly seemed able to remember his own name, perhaps not surprising in the circumstances. Burn Rand! He had gone off without a word, when he knew about Min’s viewing, knew he was going to need Perrin desperately. Even the Aes Sedai had grown disgusted, apparently. Just that morning Perrin had learned they were three days on their way back to Tar Valon, having said there was no further point in remaining. What was Rand up to? That itch had Perrin wanting to bite something.
When he reached the Sun Palace, every lamp was lit and candles burned everywhere one could be placed; the corridors glittered like gems in the sun. In the Two Rivers, too, every house would be illuminated, with every available lamp and candle, until sunrise the day after tomorrow. Most of the palace servants were out in the streets, and the few who remained seemed to laugh and dance and sing as much as work. Even here some women were bare to the waist, girls barely old enough to have their hair braided in the Two Rivers and gray-haired grandmothers. The Aiel in the corridors looked disgusted when they noticed, which in truth they did not seem to do very often. The Maidens in particular appeared furious, though Perrin suspected that had nothing to do with Cairhienin women exposing themselves; the Maidens had been more and more cats lashing their tails every day since Rand went.
Perrin strode through the hallways openly for a change. He almost wanted Berelain to pounce on him. The image that flashed in his mind was of him seizing the scruff of her neck in his teeth and shaking her until she was ready to run away with her tail curled under. Perhaps fortunately, he reached his rooms without seeing a hair of her.
Faile almost looked up from the stones board when he entered; Perrin was sure she did. The scent of jealousy still wafted from her, but it was not the strongest; anger was sharper, if not at its worst, and most powerful was a flat, dull odor he identified as disappointment. Why was she disappointed in him? Why would she not speak to him? One word even hinting at everything returning to how it had been, and he would be on his knees to accept blame for anything she wanted to pile on his head. But she only placed a black stone and murmured, “It is your turn, Loial. Loial?”
Loial’s ears were twitching uneasily, and his long eyebrows drooped. The Ogier might have no sense of smell to speak of—well, no better than Faile’s, say—but he could sense mood where no human would see anything. When Perrin and Faile were in the same room, Loial looked as though he wanted to cry. Now he just sighed like wind blowing through a cavern and put a white stone where he would begin trapping a large part of Faile’s stones if she did not notice. She probably would; she and Loial were evenly matched, far better players than Perrin.
Sulin came to the bedchamber door with a pillow in her arms, frowning at Faile and at Perrin. Her scent reminded Perrin of a she-wolf who had taken about all of cubs nipping her tail in play that she could stand. She also smelled worried. And afraid, oddly. Though why a white-haired serving woman smelling afraid should be odd—even one with Sulin’s scarred leathery face—Perrin did not understand.
Scooping up a book with a leather cover worked in gilt, Perrin sank into a chair and flung the volume open. Yet he did not read, or even see the book well enough to know which one he had picked up. He inhaled deeply, filtering out everything but Faile. Disappointment, anger, jealousy, and underneath that, underneath even the faint fresh herbal smell of her soap, was her. Perrin breathed her in hungrily. One word; that was all she had to say.
When a knock sounded at the door, Sulin stalked out of the bedroom, flouncing her red-and-white skirts and glaring at Perrin and Faile and Loial as if wondering why one of them had not answered it. She sneered quite openly when she saw Dobraine—she seemed to do that quite often since Rand left—but then took a deep breath as if steeling herself and visibly forced an almost cringing mildness. Her deep curtsy might have done to greet a king who enjoyed being his own headsman, and there she remained, her face nearly on the floor. Suddenly she began trembling.  Perrin had smelled shame from her before, but this time he would have said she might die from it.
Of course, Dobraine never even glanced at her. Instead his deep-set eyes studied Perrin, his face sober, even somber, below his shaved and powdered forehead. Dobraine did not smell of drink even faintly, and he hardly looked as if he had been dancing. The one time Perrin had met him before, he had thought the man smelled wary; not afraid, but as though he was padding through tangled woods full of poisonous snakes. That smell was ten times stronger today.  “May I speak with you alone?”
Perrin set the book on the floor beside his chair and motioned to one opposite him. “The Light shine on you, Lord Dobraine.” If the man wanted to be formal, Perrin could be formal. But there were limits. “Whatever you have to say, my wife can hear. I keep no secrets from her. And Loial is my friend.”
He could feel Faile’s gaze on him. The sudden scent of her nearly overpowered him. For some reason, he associated that with her loving him; when she was at her tenderest, or when her kisses were fiercest, that aroma almost overwhelmed him. He thought about telling Dobraine to go—and Loial and Sulin too; if Faile smelled that way, surely he could make it all right somehow—but the Cairhienin was already sitting.
“A man who has a wife he can trust, Lord Aybara, is favored of grace beyond wealth.” Still, Dobraine eyed her a moment before going on. “Today Cairhien has suffered two misfortunes. This morning, Lord Maringil was found dead in his bed, of poison it appears. And only a short while later High Lord Meilan apparently fell victim to a footpad’s blade in the streets. Most unusual during the Feast of Lights.”
“Why are you telling me this?” Perrin said slowly.
Dobraine spread his hands. “You are the Lord Dragon’s friend, and he is not here.” He hesitated, and when he went on, it seemed he was forcing words. “Last night, Colavaere dined with guests from a number of the smaller Houses. Daganred, Chuliandred, Annallin, Osiellin, others. Small by themselves, but numerous. The subject was alliance with House Saighan and support for Colavaere for the Sun Throne. She made little effort to hide the meeting.” Again he paused, weighing Perrin with his eyes. Whatever Dobraine saw, he seemed to think it called for more explanation. “This is most strange, because both Maringil and Meilan wanted the throne, and either would have had her smothered with her own pillows had they learned of it.”
At last Perrin understood, though not why the man needed to beat around the bush so. He wished Faile would speak up; she was so much better at this sort of thing than he. From the corner of his eye he could see her, head bent over the stones board, and watching him from the corner of her eye.  He had been going to say Berelain, but even so, the thread of jealousy increased slightly in Faile’s scent.
“The Aiel savage?” Dobraine snorted. “Better to go to Berelain, and that not much. I admit the Mayener wench knows how to order a city, but she thinks every day is the Feast of Lights. Colavaere will have her sliced and cooked with peppers. You are the Dragon Reborn’s friend. Colavaere—” This time he stopped because he finally realized that Berelain had entered the room without knocking, something long and narrow and wrapped in a blanket cradled in her arms.
Perrin had heard the door latch click, and at the sight of her, with half her bosom exposed, fury almost washed everything else out of his head. The woman came here, to carry on her flirting in front of his wife!  “Out! Out, woman! Out, now!
Berelain gave such a start at his first shout that she dropped her burden and took a wide-eyed step back, although she did not leave. By the last word, Perrin realized that everyone was looking at him. Dobraine’s face appeared impassive, but his scent was all astonishment, like one tall stone spike in the middle of a flat plain. Loial’s ears were as stiffly erect as that spike, and his jaw on his chest. And Faile, wearing that cool smile . . . Perrin did not understand at all. He expected the waves of jealousy, with Berelain right there in the room, but why did she smell just as strongly of hurt?
Suddenly Perrin saw what Berelain had dropped. The blanket had fallen away to reveal Rand’s sword and the belt with the Dragon buckle. Would Rand have left that behind? Perrin liked to think things, through; when you were hasty, you could hurt people without meaning to. But that sword lying there was like a strike of lightning. Fast was foolish, and sloppy, in forge work, but Perrin’s hackles rose, and a growl rumbled deep in his throat.
“They have taken him!” Sulin wailed suddenly, shockingly. Head thrown back, eyes squeezed shut, she moaned at the ceiling, and the sound of her voice was enough to make Perrin shiver. “The Aes Sedai have taken my first-brother!” Her cheeks glistened with tears.
“Be calm, good woman,” Berelain said firmly. “Go into the next room, and be calm.” To Perrin and Dobraine she added, “We cannot allow her to spread word—”
“You do not recognize me,” Sulin broke in savagely, “wearing this dress and with my hair grown longer. Speak of me again as though I am not here, and I will give you what I hear Rhuarc gave you in the Stone of Tear, and should have since.”
Perrin exchanged confused glances with Dobraine and Loial, even with Faile before her eyes jerked away. Berelain, on the other hand, went pale and crimson by turns; her scent was pure mortification, shriveled and small.
Striding to the door, Sulin had flung it open before anyone could move; Dobraine at least started to, but a yellow-haired young Maiden passing by saw her and grinned in amusement. “Wipe your face, Luaine,” Sulin snapped. Her hands seemed to be moving, hidden from the room by her body. Luaine’s grin was indeed wiped away. “Tell Nandera she must come here at once. And Rhuarc.  Run, woman! Are you Far Dareis Mai or Shae’en M’taal?” The yellow-haired Maiden darted away, and Sulin turned back to the room with a satisfied nod, slamming the door. Faile was gaping.
“Grace favors us,” Dobraine growled. “She told the Aiel nothing; the woman must be mad. We can decide what to tell them after we tie and gag her.” He moved as if to do it, even pulling a dark green scarf from his coat pocket, but Perrin caught his arm.
“She is Aiel, Dobraine,” Berelain said. “A Maiden of the Spear. I do not understand the livery.” Surprisingly, it was Berelain who received a warning glare from Sulin.
Perrin exhaled slowly. And he had wanted to protect the white-haired old woman from Dobraine. The Cairhienin looked at him questioningly, raised the hand holding the scarf a little; apparently he still favored binding and gagging. Perrin stepped between the two and picked up Rand’s sword.
“I want to be sure.” Suddenly he realized his steps had put him very close to Berelain. She glanced at Sulin uneasily and moved closer to him, as though seeking protection, but her scent was determined, not uneasy; she smelled like a hunter. “I don’t like leaping to conclusions,” he said, walking over to stand beside Faile’s chair. Not quickly; just a man going to stand by his wife. “This sword isn’t really proof of anything.” Faile rose and glided around the table to peer at the board past Loial’s shoulder; well, closer to his elbow, really. Berelain glided too, toward Perrin; she was still casting fearful looks at Sulin without the slightest fear scent, and her hand came up as if to take his arm. He moved after Faile, trying to appear casual. “Rand said three Aes Sedai could not harm him, if he was watchful.” Faile sailed around the other side of the table back to her chair. “I understand he never let more than three near him.” Berelain followed with piteous looks for him and plainly fearful ones for Sulin. “I was told only three came here the day he left.” He went after Faile, a little faster. She popped out of her chair again, returning to Loial’s side. Loial had his head in his hands and was moaning, softly for an Ogier.  Light, she smelled determined!
Whirling to face her, Perrin shoved stiffened fingers against her chest hard enough to make her squeak. “Stop right there!” Abruptly he realized exactly where his fingers were nestled and snatched them away as if burned. He managed to keep his voice hard, though. “Stay right there!” He backed away from her, glaring hard enough to crack a stone wall. He could understand why Faile’s jealousy was a cloud filling his nose, but why, why, why did she smell even more hurt than before?
“Few men can make me obey,” Berelain laughed softly, “but I think you are one.” Her face and tone—and more importantly, her scent—became serious. “I went searching in the Lord Dragon’s apartments because I was afraid. Everyone knew the Aes Sedai had come to escort him to Tar Valon, and I could not understand why they had given up. I myself received no fewer than ten visits from various sisters, advising me on what I should do when he returned to the Tower with them. They seemed very certain.” She hesitated, and though she did not look at Faile, Perrin got the impression she was considering whether to say something in front of her. In front of Dobraine as well, but more Faile. The hunter smell returned. “I received the strong impression that I should return to Mayene, and that if I did not, I might well be escorted there.”
Sulin muttered under her breath, but Perrin’s ears heard clearly.  If she was truly his daughter, he would have no time to do anything else for having to beat her.”
“Ten?” Dobraine said. “I had only one visit. I thought she was disappointed when I made it clear I had sworn fealty to the Lord Dragon. But whether ten or one, Colavaere is the key. She knows as well as any that the Lord Dragon means the Sun Throne for Elayne Trakand.” He grimaced. “Elayne Damodred, she should be. Taringail should have insisted Morgase marry into Damodred instead of marrying into Trakand himself; she needed him enough to have done it. Well, Elayne Trakand or Elayne Damodred, she has as strong a claim to the throne as any, stronger than Colavaere’s by far, yet I am convinced Colavaere had Maringil and Meilan killed to make her own way to the throne safe. She would never have dared had she thought the Lord Dragon would ever return.”
“So that is why.” A small, vexed frown creased Berelain’s forehead. “I have proof she had a servant put poison in Maringil’s wine—she was careless, and I brought two good thief-catchers with me—but I did not know why.”  “She will hang for that. If there is any way to get the Lord Dragon back. If not, I fear we must all look to how we are to stay alive.”
Perrin’s hand tightened on the boarhide scabbard. “I will get him back,” he growled. Dannil and the other Two Rivers men could not be more than halfway to Cairhien yet, burdened with the wagons. But there were the wolves. “If I have to go alone, I’ll get him back.”
“Not alone,” Loial said, as grimly as stone grinding. “Never alone while I am here, Perrin.” Abruptly his ears shifted in embarrassment; he always seemed embarrassed when anyone saw him being brave. “After all, my book will not end very well if Rand is imprisoned in the Tower. And I can hardly write of his rescue if I am not there.”
“You will not go alone, Ogier,” Dobraine said. “I can have five hundred men I trust by tomorrow. What we can do against six Aes Sedai, I do not know, but I keep my oaths.” Looking at Sulin, he fingered the scarf that he still held. “But how far can we trust the savages?”
“How far can we trust treekillers?” Sorilea demanded in a voice leathery and tough as she herself, striding in without knocking. A grim-smelling Rhuarc was with her, and Amys, her too-youthful face cool as any Aes Sedai’s in that incongruous frame of white hair, and Nandera, reeking of murderous fury and carrying a bundle of gray and brown and green.
“You know?” Perrin said incredulously.
Nandera tossed the bundle at Sulin. “Past time you saw your toh as met. Almost four and a half weeks, an entire month and a half. Even gai’shain say your pride is too strong.” The two women vanished into the bedchamber.
A smell of irritation had wafted from Faile as soon as Perrin spoke. “Maiden handtalk,” she murmured, too softly for any ear but his to hear. He gave her a grateful look, but she appeared to be concentrating on the stones board. Why was she not taking part? She gave good advice, and he would be grateful for any she was willing to offer. She placed a stone and frowned at Loial, who was intent on Perrin and the others.
Trying not to sigh, Perrin said flatly, “I don’t care who trusts who. Rhuarc, are you willing to send your Aiel against Aes Sedai? Six of them. A hundred thousand Aiel would give them pause though.” The number coming out of his mouth made him blink—ten thousand men was a not inconsiderable army—but those were the numbers Rand had spoken of, and what Perrin had seen of the Aiel camp in the hills made him believe. To his surprise, Rhuarc smelled hesitant.
“So many are not possible,” the clan chief said slowly, and paused before going on. “Runners came this morning. The Shaido are moving south from Kinslayer’s Dagger in force, into the heart of Cairhien. I may have enough to stop them—they do not all seem to be coming—but if I take so many spears out of this land, all that we have done will have to be redone. At the least, the Shaido will have looted this city long before we return. Who can say how far they will have gone, into other lands even, and how many carried off claiming they are gai’shain.” A strong odor of contempt came from him at that last, but Perrin understood none of it. What did it matter how much land had to be reconquered—or even how many people died, though that thought came reluctantly, painfully—stacked against Rand, the Dragon Reborn, being taken prisoner to Tar Valon?
Sorilea had been studying Perrin. Wise Ones’ eyes often made Perrin feel as Aes Sedai’s did, that he had been weighed to the ounce and measured to the inch. Sorilea made him feel he had been disassembled like a broken plow, every pin hefted and examined to see whether it should be mended or replaced. “Tell him everything, Rhuarc,” she said sharply.
Amys laid a hand on Rhuarc’s arm. “He has the right to know, shade of my heart. He is Rand al’Thor’s near-brother.” Her voice was gentle, her smell quite firm.
Rhuarc gave the Wise Ones a hard look, and Dobraine a contemptuous one. Finally he straightened to his full height. “I can take only Maidens and siswai’aman.” By his tone and his smell, he would rather lose an arm than speak those words. “Too many of the others will not dance the spears with Aes Sedai.” Dobraine’s lip curled in contempt.
“How many Cairhienin will fight Aes Sedai?” Perrin asked quietly. “Six Aes Sedai, and we have nothing but steel.” How many of the Maidens and these sis-whatever could Rhuarc gather? No matter; there were always the wolves. How many wolves would die?
The curl went out of Dobraine’s lip. “I will, Lord Aybara,” he said stiffly. “I and my five hundred, if there were sixty Aes Sedai.”
Even Sorilea’s cackle was leathery. “Do not fear the Aes Sedai, treekiller.” Suddenly, shockingly, a tiny flame danced in the air before her. She could channel!
She let the flame vanish as they began planning, but it remained in Perrin’s thoughts. Small, flickering weakly, somehow it had seemed a declaration of war stronger than trumpets, war to the knife.
“If you cooperate,” Galina said conversationally, “life will be more pleasant for you.”
The girl stared back sullenly and shifted on her stool, a little painfully yet. She was sweating freely, though her coat was off. The tent must be hot; Galina sometimes forgot temperature altogether. Not for the first time, she wondered about this Min, or Elmindreda, or whatever her real name was. The first time Galina had seen her, she had been garbed like a boy, keeping company with Nynaeve al’Meara and Egwene al’Vere. And Elayne Trakand as well, but the other two were tied to al’Thor. The second time, Elmindreda had been the sort of woman Galina hated, frilly and sighing, and as near under the personal protection of Siuan Sanche as made no difference. How Elaida had ever been fool enough to allow her to leave the Tower, Galina could not imagine. What knowledge was in this girl’s head? Perhaps Elaida would not have her right away. Properly used in the Tower, the girl might enable Galina to net Elaida like a swallow. For all of Alviarin, Elaida had become one of those strong, capable Amyrlins who took every rein firmly into their own hands; caging her would surely weaken Alviarin. Properly used right now . . .
A change in the flows she had been sensing made Galina sit up straight. “I will talk with you again when you have had time for thought, Min. Think carefully on how many tears a man is worth.”
Once outside, Galina snapped at the stocky Warder on guard. “Watch her properly, this time.” Carilo had not been on guard during the incident last night, but there was too much mollycoddling of the Gaidin. If they had to exist at all, they should be treated as soldiers and no more.
Ignoring his bow, she glided away from the tent, looking for Gawyn. That young man had been withdrawn since al’Thor was captured, and much too quiet. She was not about to have everything ruined by him trying to avenge his mother. But she saw Gawyn sitting his horse on the edge of the camp, talking to a knot of those boys who called themselves the Younglings.
They had stopped early of necessity today, and the afternoon sun made long shadows of the tents and wagons beside the road. Rolling plains and low hills surrounded the camp, with only a few scattered thickets in sight, most sparse and small. Thirty-three Aes Sedai added to the original six, with their servants—and Warders; nine were Green, only thirteen Red, and the rest White, Alviarin’s former Ajah—made a considerable encampment even without counting Gawyn and his soldiers. A number of sisters were standing outside or looking out of their tents, having felt what Galina had. The focus of attention was seven Aes Sedai, six seated on stools around a brass-bound chest set where it could catch whatever strength remained in the sun. The seventh was Erian; she had not been far from the chest since al’Thor was put back into it last night. He had been allowed out once they were away from Cairhien, but Galina suspected Erian was going to want him to make the rest of the journey inside that box.
The Green rounded on her as soon as she came close. Erian was quite beautiful usually, her face a pale exquisite oval, but now crimson suffused her cheeks, as it had almost constantly since the night before, and her lovely dark eyes were red-rimmed. “He did try to break through the shield again, Galina.” Wrath mingled with contempt for the man’s foolishness, making her voice thick and harsh. “He must be punished again. I do want to be the one to punish him.”
Galina hesitated. Much better would be to punish Min; that would quell al’Thor. He had certainly raged enough seeing her punished for her outburst last night, which had in turn come from seeing him punished. The entire incident had begun because al’Thor discovered Min was in the camp, after one of the Warders carelessly allowed her to walk in the darkness instead of keeping her closely confined in her tent. Who would have thought that al’Thor, shielded and surrounded, would have gone mad that way? Not just trying to break through the shield, but killing a Warder with his bare hands and severely wounding another with the dead man’s sword, to such an extent that the second died in the Healing. All that in the moments required for the sisters to overcome their shock and bind him with the Power.
For herself, Galina would have gathered the other Red sisters and gentled al’Thor days ago. Since that was prohibited, she would just as soon have delivered him to the Tower unmarked, so long as he was reasonably polite. Even now efficiency was what she cared for, and what would be efficient would be to bring Min out here and let him hear her wail and weep again, let him know that he was the cause of her pain. But by chance both the dead Warders belonged to Erian. Most of the sisters would feel she had the right. And Galina herself wanted the doll-like Illianer Green to rid herself of her rage as soon as possible. Much better to travel the rest of the way able to admire that porcelain face unruffled.
Galina nodded.
Rand blinked when light suddenly flooded into the chest. He could not help flinching too; he knew what was coming. Lews Therin fell silent, and still. Rand held the Void by a fingernail, yet he was all too aware of cramped muscles groaning as he was pulled upright. He clamped his teeth shut and tried not to squint against what seemed the brightness of noon. The air seemed wonderfully fresh; his sodden shirt clung to him, dripping with sweat. No cords held him, but he could not have moved a step for his life. If not held up with the Power, he would have fallen over. Until he saw how low the sun sat, he had no idea how long he had been in there with his head between his knees, in a puddle of his own sweat.
The sun got only a notice, though.  The short slender woman peered up at him, dark eyes full of fury, and he almost flinched again. Unlike last night, she said nothing, only began.
The first unseen blow struck him across the shoulders, the second the chest, third the backs of his thighs. The Void shattered. Air. Only Air. It sounded softer, that way. Each blow felt a whip, though, wielded by an arm stronger than any man’s. Before she began, bruised welts crisscrossed him from shoulders to knees. He had been aware of them, not so dimly as he could have wished; even inside the Void he had wanted to weep. After the Void went, he wanted to howl.
Instead he clenched his jaws. Sometimes a grunt escaped through his teeth, and when one did, Erian’s efforts redoubled as if she wanted more. He refused to give it. He could not stop a shudder at each stroke of that invisible lash, but no more than that would he give her. He fixed his eyes on hers, refused to look away, to blink.

Rand had his own litany. Pain flailing his chest. This comes of trusting Aes Sedai. Fire striping his back. Never again; not an inch; not a hair. Like a razor’s slash. This comes of trusting Aes Sedai.
They thought they could break him. They thought they could make him crawl to Elaida!  He smiled. Certainly it touched nothing but his lips, yet he looked Erian in the eye, and he smiled. Her eyes widened, and she hissed. The scourges began to come from everywhere at once.
The world was pain and fire. He could not see, only feel. Agony and inferno. For some reason he was aware of his hands trembling uncontrollably in their invisible bonds, but he concentrated on holding his teeth shut. This comes of—Won’t cry out! I will not cry ou—! Never again; not an in—! Not an inch; not a hair! Never agai—! I will not! Never a—! Never! Never! NEVER!
First there was a perception of breathing. Air, gulped hungrily through his nostrils. He throbbed—he was a pulsing flame—but the beating had stopped. It almost came as a shock, realizing that. The end of something that part of him had been convinced would never end. He tasted blood, and realized that his jaws hurt almost as much as the rest of him. Good. He had not cried out. The muscles of his face were locked in a knotted cramp; it would take effort to open his mouth even if he wanted to.
Sight was the last thing to return, and when it did, he wondered whether pain was making him hallucinate. Among the Aes Sedai stood a group of Wise Ones, shifting their shawls and staring at the Aes Sedai with all the arrogance they could muster. When he decided they were real—unless he was fantasizing Galina talking to one of his fancies—his first thought was rescue. Somehow the Wise Ones had . . . it was impossible, but somehow they would . . . then he recognized the woman speaking with Galina.
Sevanna strolled toward him, a smile on that plump greedy mouth.  Rand would as soon have looked into the face of a rabid wolf. There was something odd in the way she stood, leaning forward slightly, shoulders back. She was watching his eyes. Abruptly, as much as he hurt, he wanted to laugh; he would have, if he could have been sure what sound would emerge if he opened his mouth.
Slowly she ran a fingernail across his throat—in fact, as far around his neck as she could reach—as though imagining cutting off his head. Fitting, considering Couladin’s fate. “I have seen him,” she said with a satisfied sigh and a small shiver of pleasure. “You have kept your part of the bargain, and I have kept mine.”
The Aes Sedai doubled him again then, shoved him back down into the chest with his head between his knees, crouching in that thin puddle of sweat. The lid closed, and darkness enclosed him.
Only then did he work his jaws until his mouth could open and let out a long shuddering breath. He had not been sure whether he might not whimper even now. Light, but he was on fire!
What was Sevanna doing there? What bargain? No. All very well to know there was some bargain between the Tower and the Shaido, but worrying about it was for later. Now was for Min. He had to get free. They had hurt her. That thought was so grim it almost dulled the pain. Almost.
Assuming the Void again was a labor of wading through a swamp of agony, but at last he was surrounded by emptiness, reaching out toward saidin . . . only to find Lews Therin there as soon as he was, like two sets of hands fumbling to grasp something only one could hold.
Burn you! Rand growled in his head. Burn you! If you’d only work with me just once instead of against me!
You work with me! Lews Therin snapped back.
Rand nearly lost the Void in shock. There could be no mistake this time; Lews Therin had heard him and answered. We could work together, Lews Therin. He did not want to work with the man; he wanted him out of his head. But there was Min. And how many days yet to Tar Valon. Somehow he was sure if they got him that far, there would be no more chances. Ever.
An uncertain, apprehensive laugh answered him. Then, Together! Another laugh, and this mad as a loon. Together. Whoever you are. And voice and presence vanished.
Rand shivered. Kneeling there, adding more sweat to the puddle his head rested in, he shivered.
Slowly he reached for saidin again . . . and came against the shield, of course. The thing he had been seeking in any case. Slowly, ever so gently, he felt his way along it, to where a hard plane suddenly turned to six soft points.
Soft, Lews Therin said, panting. Because they are there. Sustaining the buffer. Hard when they knot. Nothing to be done when they are soft, but I can unravel the web if they knot it. With time. He paused so long Rand thought he was gone again, then he whispered, Are you real? And then he really was gone.
Gingerly Rand felt along the shield to the soft points. To six Aes Sedai. With time? If they tied it, which they had not so far in . . . what was it? Six days? Seven? Eight? No matter. He could not afford to wait too long. Every day was one closer to Tar Valon. Tomorrow, he would try to break through the barrier again; it had been like beating his hands against stone, but he had beaten with all his strength. Tomorrow when Erian flogged him—he was sure it would be her—he would smile at her again, and when the pain built, he would let the screams come. The next day he would not more than brush the shield, maybe hard enough to let them feel it, but only that, and not again after whether they punished him or not. Maybe he would beg for water. They had given him some at dawn, but he was thirsty again; even if they let him drink more than once a day, begging would fit. If he was still in the box then, he might plead to be let out, too. He thought he would be; small chance of them allowing him out for long until they were sure he had learned his lesson. Cramped muscles twitched at the thought of two or three more days stuffed in here. There was no room to move anything, but his body tried. Two or three days, and they would be sure he was broken. He would look fearful and avoid meeting anyone’s gaze. A wretch they could safely let out of the chest. More importantly, a wretch they did not need to guard so closely. And then, perhaps, they would decide they did not need six to hold the shield, or that they could tie it off, or . . . or something. He needed some crack. Something!
It was a desperate thought, but he realized that he was laughing, and he could not stop. He could not stop feeling at the barrier, either, a blind man sliding his fingers desperately across a piece of smooth glass.
Galina frowned after the departing Aiel women until they topped a rise and vanished down the other side.  No doubt Sevanna had thought herself safer, surrounded by a dozen or so wilders. Amusing thought. These savages were an untrusting lot. In a few days she would make use of them again, in the second part of Sevanna’s “bargain.” The regrettable death of Gawyn Trakand, and the better part of his Younglings.
Returning to the heart of the camp, she found Erian still standing over the chest containing al’Thor.
“He do be weeping, Galina,” she said fiercely. “Can you hear him? He do be—” Suddenly tears were sliding down Erian’s face; she simply stood there sobbing quietly, her hands fists clutching her skirts.
“Come to my tent,” Galina said soothingly. “I have some nice blueberry tea, and I will put a cool, damp cloth on your brow.”
Erian smiled through her tears. “Thank you, Galina, but I cannot. Rashan and Bartol will be waiting for me. They do suffer worse than I, I fear. They do not only feel my suffering, but do suffer because they know I do. I must comfort them.” One grateful squeeze of Galina’s hand, and she glided away.
Galina frowned at the chest. Al’Thor did seem to be weeping; either that or he was laughing, and she very much doubted that. She looked after Erian, just disappearing into her Warders’ tent. Al’Thor would weep. They had at least two weeks more to Tar Valon and Elaida’s planned triumphal entry; yes, at least twenty days more. From now on, whether Erian wished to do it or not, he was to be punished each day at dawn and at sunset. When she brought him into the White Tower, he would kiss Elaida’s ring, speak when spoken to and kneel in the corner when he was not wanted. Eyes tight, she went to drink her blueberry tea by herself.
As they entered the largish stand of trees, Sevanna turned to the others, thinking how remarkable it was that she should think of the trees so casually. Before crossing the Dragonwall, she had never seen so many trees. “Did you all see the means they used to hold him?” she asked, making it sound as if she had said “also” instead of “all.”
Therava looked at the others, who nodded. “We can weave all they have done,” Therava said.
Nodding, Sevanna fingered the small stone cube, with its intricate carvings, in her pouch. The strange wetlander who had given it to her had said she should use it now, when al’Thor was captive. Until she had actually looked on him, she had intended to; now she decided to throw the cube away. She was the widow of a chief who had been to Rhuidean and of a man who had been called chief without making that visit. Now she was going to be the wife of the Car’a’carn himself. Every spear of the Aiel would be grounded to her. Her finger still retained the feel of al’Thor’s neck, where she had traced the line of the collar she would put on him.
“It is time, Desaine,” she said.
Of course, Desaine blinked in surprise, and then she had time only to scream before the others began their work. Desaine had contented herself with grumbling about Sevanna’s position. Sevanna had put her time to better use. Except for Desaine, every woman here was solidly behind her, and more beside.
Sevanna watched very closely what the other Wise Ones did; the One Power fascinated her, all those things done so miraculously, so effortlessly, and it was very important that it would be seen that what was done to Desaine could only have been done with the Power. She thought it quite astounding that a human body could be taken apart with so little blood.


This document describes the step to add the per object glow effect into your Unity 3D projects.
Also you will be introduced how to create custom materials and shaders and additional features for this effect.
This asset has been tested with Unity 3.5.6 which is the minimum requirement and Unity 4.x
You need at least Shader Model 3.0 to display this effect..
1: The installation of the sample scene into a new project.
1.3 Layer settings.
1.6 Testing scenes.
2: The import of this asset in a new or existing Unity3D project without the sample scene.
3: The creation of simple glow materials and binding to GameObjects.
4: A simple introduction to the material/shader types.
4.4 Fluid Glow.
4.5 Particle Glow.
4.6 Pulse Glow.
5: Common hints to the shader performance and basic functions.
5.1 Enabling or disabling the Glow Asset.
5.2 External set of the global glow strength.
5.3 External set of the global blur radius.
5.4 External set of the global screen glow factor.
5.5 Glow Base Shader performance hint.
1.1 Complete Asset Import.
At first import the UnityFreeGlowAsset.package completely into a new project.
The PreviewScene.scene is located at IndieGlow/PreviewScene/UnityScenes in your project window.
Image 1.1
1.2 Layer definition.
The sample scene requires 3 global Layer: GlowObject, Laser and Player.
The Layer should be added by using Edit/Project Settings/Tags.
Image 1.2
1.3 Layer settings.
Now you need to igonore collisions between the Laser and Player Layer, which an be set at the Physics Settings.
This can be found at Edit/Project Settings/Physics.
Image 1.3
1.4 Physic Time settings.
Now you need to set the Fixed Update Rate of the Physics Engine, so that the laser (GameObject) collisions with the scene objects will be improved.
This can be done at Edit/Project Settings/Time.
Image 1.4
The standard Fixed Timestep Rate is set to a minimum of 0.02 ms, we change this to 0.015
1.5 Quality settings.
The only thing missing now is the Quality Setting to impriove the lighting of the predefined scene geometry.
Here we raise the PerPixelLightCount from 2 to 7.
Also we change the "VSync Count" to "Dont Sync".
Image 1.5
1.6 Testing scenes.
The configuration is completed we can now press the Play button and move in our scene.
Image 1.6
2.1 Asset Import without the sample scene.
Firstly we import UnityFreeGlowAsset.package without the sample scene.
Deactivate the checkbox at IndieGlow/PreviewScene.
Image 2.1
2.2 Glow Layer definition.
Add the "GlowObject" Layer like previously described in Step 1.2 .
Image 2.2
2.3 Glow Script binding.
You need to assign the "GlowCamera" Script to your Camera GameObject.
Activate the CheckBox "Debug Mode" if you wish to display a small HUD which exposes most of the component features.
Image 2.3
2.4 Glow Script settings.
Now we will need to add several materials to the GlowCamera.
Lokate the directory IndieGlow/Materials/GlowCameraMaterial.
You need to assign 3 materials.
Simply move the 3 materials from the GlowCameraMaterial directory onto the empty slots of the GlowCamera component.
Image 2.4
The basic setup has been completed
3.1 Glow Material creation.
A Glow Material is the material to use on your objects you want to let glow. You assign the material to the GlowObject component this object needs.
We start with the creation of a new material "Assets/Create/Material".
Assign a glow shader to this material, for example the simple static Glow without any other special effect.
Choose IndiGlowLab/ObjectShader/GlowMaskShader_Default_Ranged for this sample.
Image 3.1
Assign a glow texture to the Base(RBG) Texture2D field.
This texture defines the area which should glow, a dark value means no or a low intensity glow and any other value the opposite.
The alpha channel will not be used.
Specify the texture repeat by changing the "X / Y Tiling" field.
"Glow Intesity" will change the overall intensity of the glow.
"Glow Range" specifies how far the glow will be visible by the distance to the camera and how much the overglow effect should appear based upon the distance to the camera too, a value of 10 is a good start here.
The range is specified by world units.
With this you can select the range per object
Play with the values when in play mode to find the best for your scene. Also have a look at the sample materials from the preview scene
3.2 Glow Object Script binding.
Add the GlowObject component to the GameObject you want to let glow.
You can find this component at: IndieGlow/Scripts/GlowObject/GlowObject.
Image 3.2
3.3 Glow Object Script setting.
Assign the material we created at step 3.1 to this component.
You can also assign any other material to the renderer of the GameObject as you would do without the glow.
Image 3.3
We gave the "TestGlow1" material a simple texture
Image 3.3.1
This is how it will loook in play mode.
Image 3.3.2
3.4 Glow Object Material configuration.
You can configure the glow material at runtime as long as you have activated the Debug Mode at the GlowCamera component which should be assigned to your camera.
Press the Tab key to display the cursor or activate the "ShowCursor" Mode at the GlowCamera component before start.
Now select your glow material and change for example the intensity at runtime.
When the glow is not visible it is possible that your GameObject is too far away, you can change this by changing the "Glow Range".
All changed values will still be set after you exit the play mode.
Image 3.4
4.1 Glow Shader types.
The asset contains 6 different shader variations.
1: Default Glow (static not animated glow)
2: UV animated Glow (Simple scroll on the U or V axis of the texture)
3: UV animated Pulse Glow (UV animated with pulsating glow intensity)
4: Fluid Glow ( UV animated glow with wave like movement of the texture)
5: Particle Glow (A simple shader made for particle effects)
6: Pulse Glow (Static glow with pulsating glow intensity)
The default glow has been described at step 3.4 so we skip it here.
4.2 UV animated Glow.
Shader Type: UV animated Glow.
Image 4.2
X/Y Tiling specified the texture repeats.
UV Rate X specifies the scroll speed at the horizontal axis.
UV Rate Y specifies the scroll speed at the vertical axis..
Glow Intesity will change the overall intensity of the glow.
Glow Range specifies how far the glow will be visible by the distance to the camera
4.3 UV animated Pulse Glow.
Shader Type: UV animated Pulse Glow.
Image 4.3
X/Y Tiling specified the texture repeats.
UV Rate X specifies the scroll speed at the horizontal axis.
UV Rate Y specifies the scroll speed at the vertical axis..
Pulse Rate specifies the pulse frequency.
Pulse Range specifies the pulse intensity min and max value.
Glow Intesity will change the overall intensity of the glow.
Glow Range specifies how far the glow will be visible by the distance to the camera
4.4 Fluid Glow.
Shader Type: Fluid Glow.
Image 4.4
X/Y Tiling specified the texture repeats.
UV Rate X specifies the scroll speed at the horizontal axis.
UV Rate Y specifies the scroll speed at the vertical axis..
Pulse Rate specifies the pulse frequency.
Pulse Range specifies the pulse intensity min and max value.
Glow Intesity will change the overall intensity of the glow.
Glow Range specifies how far the glow will be visible by the distance to the camera
Intensity specifies the speed of the Layer Pixel movement.
Rate specifies the range of the Layer Pixel movement.
To use layer 2 and 3 you need the increase the color in a grayscale spectrum of the layer.
Black will hide the layer.
4.5 Particle Glow.
Shader Type: Particle Glow.
Image 4.5
Glow Intesity will change the overall intensity of the glow.
Glow Range specifies how far the glow will be visible by the distance to the camera
4.6 Pulse Glow.
Shader Type: Pulse Glow.
Bild 4.6
X/Y Tiling specified the texture repeats.
Pulse Rate specifies the pulse frequency.
Pulse Range specifies the pulse intensity min and max value.
Glow Intesity will change the overall intensity of the glow.
Glow Range specifies how far the glow will be visible by the distance to the camera
5.1 Enabling or disabling the Glow Asset.
Activate or deactivate the glow effect by using following method.
GlowCamera.ActivateGlowShader(Boolean); <true/false>
5.2 External set of the global glow strength.
Set the global glow strength.
GlowCamera.SetGlobalGlowStrength(Value); <0.0f/20.0f>
Schritt 5.3 External set of the global blur radius.
Set the global BlurRadius.
GlowCamera.SetGlobalBlurRadius(Value); <0.0f/20.0f>
5.4 External set of the global screen glow factor.
Set the gloabal factors of the Glow Mask texture resolution.
GlowCamera.SetGlobalFactor(Value); <0.055f/1.0f>
5.5 Glow Base Shader performance hint.
A small performance tweak is to edit the GlowShader_Base.shader to reduce or increase the gpu usage which also results in a better or lower quality.
Look at the function: half4 blur(half2 radius, half2 uvOriginal, half2 clampMax) {
At line 50 change the Blur Segement amount.
int Segments = 16; // Min 4 / Max 20 Segments
A lower count will reduce the GPU usage but will also lower the visual quality.
5.6 Creating glow objects at runtime.
Simply create a prefab with the needed components.
For example the Laser prefab at the sample preview scene.
5.7 Glow Factor Performance.
A Higher Factor ( Glow Mask Resolution ) needs more Performance.
The Default Value is 0.5 but you can Change it.


WSO2 Governance Registry stores governance metadata and information on governance related entities. Registry resources storing these information and/or metadata are known as Governance Artifacts. Examples for Governance Artifacts include Services, WSDLs, Schemas, Processes and People.
GReg allows users to customize information captured by Configurable Governance Artifacts. Each Configurable Governance Artifact has a content template that can be customized by editing the corresponding XML configuration. XML language described under XML Language for Customizing Configurable Governance Artifacts below should be used for this purpose.
Currently, WSO2 GReg supports the following Configurable Governance Artifact types.
To customize each content template, user can simply edit the corresponding configuration XML by clicking Extensions -> Artifact Types link in the left-hand side menu of WSO2 GReg. For example, to customize Services, click on Extensions -> Configure -> Artifact Types -> View/Edit.
To customize Service content template. Click Extensions -> Configure -> Artifact Types -> View/Edit. XML editor will appear as shown in Figure 1. XML language described here should be used for this configuration.
Figure 1: Configuring Services
The following guide describes the XML language used in above content template configurations.
table
ElementThis element defines a group of input fields. All the input fields should be defined inside a table element. In the generated UI, each table element will generate a corresponding HTML table segment. Figure 2 below shows such generated HTML UI of the following table element.
Definition for UI shown in Figure 2:

<field type="text" required="true">
<name>Name</name>
</field>
<field type="text" required="true">
<name>Namespace</name>
</field>
<field type="text" required="true">
<name>Version</name>
</field>
<field type="text-area">
<name>Description</name>
</field>

Figure 2: Resulting HTML table segment
This element has a mandatory attribute, name
which will be displayed as the heading
of the generated HTML table.
Example:

By default, a table has two columns. However, user can specify any number of columns using the
columns
attribute.

subheading
Element
This elements specifies the headings for a table. Therefore, this always is a child element of a
table element. Number of heading
elements within a subheading
element
must equal the number of columns of the corresponding table. subheading
element is
not mandatory inside a table
element.
Example:

<subheading>
<heading>Contact Type</heading>
<heading>Contact Name/Organization Name</heading>
</subheading>

Example II:

<subheading>
<heading>Document Type</heading>
<heading>URL</heading>
<heading>Comment</heading>
</subheading>

In the above example it can be seen that column number is set to 3. This will create three columns and subheadings will be added as specified. If more than two columns are used, field name will not be printed in front of the input field.

<subheading>
<heading>Document Type</heading>
<heading>URL</heading>
<heading>Comment</heading>
</subheading>
<field type="text">
<name>Document Type</name>
</field>
<field type="text">
<name>URL</name>
</field>
<field type="text-area">
<name>Document Comment</name>
</field>
<field type="text">
<name>Document Type1</name>
</field>
<field type="text">
<name>URL1</name>
</field>
<field type="text">
<name>Document Comment 1</name>
</field>

field
ElementThis element which defines in input field. It can be a text field, drop-down list, text area, checkbox or a option-text. Option-text field is contains drop-down with a text field.
Ex:
field
element can have couple of attributes including a mandatory attribute
type
. type
attribute specifies the field type which can be text,
option, text-area, option-text,
or checkbox.
Some types of fields can have optional attributes. A text-area field accepts height
and width
as optional attributes. The height and width should be numerical and the
value should be in pixels. The text field or an option-text accepts url
as an
optional attribute. Setting url="true"
will display the text as a URL instead of a
plain text box. Setting path="true"
will provide the user a prompt to select a
resource path from the registry.
name
Element as a child of field
In addition to having a mandatory type
attribute, field element should have another
child element named name
to specify the name and to display as the caption of the
input field. Inside a single table element, the same name cannot be used for more than one field
of the same type.
Example: A field element to create a text field.
<field type="text">
<name>Name</name>
</field>
When option
or option-text
types are used, the set of values to be
included in the drop-down list must be specified. values
element is used for this
purpose.
Example: Definition of an "options" input field
<field type="options">
<name>States</name>
<values>
<value>Created</value>
<value>Tested</value>
<value>Deployed</value>
<value>Deprecated</value>
</values>
</field>
Example: Definition option-text field, this has a drop-down list to select the caption of the text input field.
<field type="option-text">
<name>Contact</name>
<values>
<value>Technical Owner</value><value>Business Owner</value>
</values>
</field>
Mandatory input fields can be declared by setting the mandatory
attribute to
true
. Default value of this attribute will be false
if it is not
specified in the field
element.
For a mandatory field, the HTML form will show an error message during submission if the field is
not filled.
Example: Declaring a mandatory field
<field type="text" required=true>
<name>Name</name>
</field>
maxoccurs
attributemaxoccurs
can be used only with field type option-text. This feature is useful
when there is a requirement to add a variable number of fields (option-text). Users will be able
to add those fields dynamically by clicking add link.
When a particular option-text field is declared with maxoccurs=unbounded
, a link will
be displayed to add new input fields as required.
Example: Declaring maxoccurs=unbounded
option-text fields

<subheading>
<heading>Environments</heading>
<heading>URL</heading>
</subheading>
<field type="option-text" maxoccurs="unbounded">
<name>EndPoint</name>
<values>
<value>Unknown</value>
<value>Dev</value>
<value>QA</value>
<value>Test</value>
</values>
</field>

With this configuration following link will be displayed in the UI initially.
Users can click on Add EndPoint link and add required number of endpoints. As seen in the figure, the sub-headers are printed after the Add EndPoint link. When more than two sub headers are specified, maxoccurs attribute cannot be set to unbounded. Ex:
When listing saved artifacts, a UI similar to the one that is used to add (or edit) artifacts
is used to specify the filter criteria. All the fields defined through the content template
configuration will be displayed in the filter UI unless filtering is explicitly disable for
a particular item. To disable filtering for all items under a table,
add filter="false"
attribute at the table-level. To disable filtering for a single
field, add filter="false"
attribute at the field-level.

<subheading>
<heading>Contact Type</heading>
<heading>Contact Name/Organization Name</heading>
</subheading>

<field type="text" required=true filter="false">
<name>Name</name>
</field>
Once a Registry extension file is created, it is needed to get uploaded. Follow the instructions below to deploy the extension file in the WSO2 Governance Registry.
WSO2 Governance Registry provides a complete set of Service Metadata Management features leading to better governance of your SOA system.
Governing SOA with GReg involves two initial steps
Users can add service details in different ways such as saving complete set of service details, importing WSDLs, Schemas and Policies of services in the SOA system. These operations can be carried out using the upper part of the metadata menu which contains the links Add->Service, Add->Policy, Add->WSDL, Add->Schema. Users can upload policies, WSDLs and schemas from their local file system or from a given URL as shown in the figures below.
Figure 3: Adding Policy using a URL
Figure 4: Adding Policy using Local File System
URI is a artifact type which is implemented as Configurable Governance Artifact. It is used in order to maintain and govern resources which are physically residing at an external repository and stored in the registry by its URI.
Figure 7: Add URI
Figure 8: List URI


DoT asks internet services providers to give audited AGR reports by Nov 28
Officials said PGCIL, Gail, RailTel, Oil India, and DMRC are likely to be sent letters for paying the AGR that can run into crores
by IANSDoT has sent letters to internet services providers (ISPs) to submit the audited Adjusted Gross Revenue (AGR) documents up to 2018-19 in Kerala circle and will soon start sending them across the country for compliance of the Supreme court order on AGR dues payment.
In letters to the Kerala circle ISPs, the DoT said "The Supreme Court while upholding the AGR definition as defined in the licence agreement of DoT has given a time period of three months within which the judgement is to be implemented and compliance reported."
In view of this, DoT (HQ) has instructed the offices to complete all assessments and reassessment of licencees of Kerala circle and the compliance be reported on documents by November 28.
Officials said PGCIL, Gail, RailTel, Oil India, and DMRC are likely to be sent letters for paying the AGR that can run into crores.
The top court has said AGR must include all revenues including those from non-core activities as well if a company has a telecom licence.


‘Good Joke’ – These Manchester United fans react to ace’s inclusion in lineup vs Sheffield
by Jaikuran RandhawaOle Gunnar Solskjaer has decided to experiment with three centre-back’s and two wing-backs against Sheffield United for today’s Premier League clash at Bramall Lane.
The United legend has made just one change to the side that beat Brighton before the international break, with defender Phil Jones coming in for starlet Scott McTominay.
Promising ace Brandon Williams has retained his place in the starting lineup after showcasing his talent recently. The ace will be hoping to knuckle down after being called out for sliding in the DMs by Made In Chelsea’s Sam Thompson.
United fans will want him to be focused on a different kind of sliding from now on.
Check out how the Red Devils are lining up below:
Here’s how some United fans reacted to the team news:
Today’s outing will actually be Jones’ first in the Premier League this season. The England international has only featured in the Europa League and Carabao Cup this term.
Perhaps highly-rated defender Axel Tuanzebe isn’t ready for a start this afternoon.
The Red Devils have the perfect chance to build some momentum with a victory this afternoon, Solskjaer’s side will move into 5th place in the league if they can get all three points against Chris Wilder’s resilient Blades.


I am writing this report the day after having ingested Datura Inoxia (meteloides, angel's trumpet) seeds with Diphenhydramine (Benadryl).
My Background and Body
----------------------
17 year old student.
160 lbs.
6'0' tall.
Athletic .
Diagnosed with Asthma & Depression.
Had a full stomach during ingestion.
My Daily Medications
--------------------
Prozac (20mg) daily.
Mental State prior to Ingestion
-------------------------------
Calm, relaxed, normal. At home,
family was there watching a movie.
Preparation & Ingestion
-----------------------
I first put the seeds into a small glass bowl with a small amount of hot water. This technique coaxes the seeds to expand and become softer for chewing. After waiting for a minute, I added pure lime juice (about 6 drops) in order to further weaken the shells of the seeds. After mixing in the lime juice, I vigorously crushed the seeds with a metal spoon and poured them into a cup of orange juice, stirred, and then swallowed all at once.
About 30 minutes later I decided to ingest another anti-cholingergic chemical called Diphenhydramine (Benadryl). I swallowed 9 pills, 25mg each, (that's 225mg).
Experience Report
-----------------
1-2 Hours after ingestion...
Felt nothing for the first hour, then I got a tingling sensation in my fingers and toes, vision got slightly blurred and objects had very suddle light trails. Walking got a bit more difficult after this first hour.
2-3 Hours after ingestion...
It was a school night so I went to sleep, felt light headed, a bit nauseous, pretty tired.
3-8 Hours after ingestion...
Slept through the night without any real memorable dreams. Woke up at one point and was hot, my legs felt restless and my skin was a bit itchy. Some noticeable cottonmouth occurred and I felt a bit weak.
Next day at school...
 Felt much lighter weight than normal.  Driving to school felt very strange, the slightest bit of acceleration in my car felt like going down very fast in a rollercoaster, made me giggle because of the tickling in my stomach.
[Erowid Note: Driving while intoxicated or tripping is dangerous and irresponsible because it endangers other people. Don't do it!] Still very dry everywhere on my body. Cottonmouth lasted until the end of the school day.
I got a bit of a feeling like I was going to vomit during my second class of the day and drove home for about 30 minutes, did not throwup, and urinating made me feel quite a bit better. I went back to school for the end of the 3rd class in my day. Still felt rather weak and very tired, as well as having cottonmouth.
For the rest of the day, my hand eye coordination improved over the hours until by the time school was out I felt pretty much normal again. There weren't really any hallucinations besides some very minor light flashes and almost invisible wavy patterns in my vision that would go away quickly.
Conclusion
----------
It wasn't fun, it was very uncomfortable, there weren't really any hallucinations, and it brought on a lot of anxiety. I wouldn't recommend this plant to anyone, it's very strong, but very dangerous too.
Experience Reports are the writings and opinions of the individual authors who submit them.
Some of the activities described are dangerous and/or illegal and none are recommended by Erowid.


I had heard about this drug that supposedly blows everything else out of the water- Oxycodone. I had seen people doing it at parties, crushing up the pills and then snorting them and being laid out on a couch for the rest of the night. I got some prescribed for an injury- and I began by taking the prescribed dose, 7.5 mg, a percocet.
Anyway, my usage escalated to where I would do up to 80 mg snorted at one sitting. I took a 25 mg Phenergan, 440 mg Aleve, 100 mg Benadryl, and 200 mg Ultram to smooth out the experience. I had 80 mg of pure oxycodone laid out on the pocket mirror, rolled up my dollar bill, and embarked on my journey through heaven. Within 30 seconds, I could feel the drugs begin to go to my head, but the first high I got was throughout my body- a general feeling of a kind of pleasant numbness. I got the same feeling in my head, but it progressed into a complete euphoria. By now, the people with me could see that I was in a different place than they were. I turned on some Flaming Lips, with the visualization. With all the lights out, I sat there for about an hour just enjoying the music and watching the visualization.
My playlist ran out, but by then I was too high to really feel like doing anything to restart it, so I just sat and tripped out. The feelings that I got, as well as the closed eye visuals, were indescribably beautiful and heavenly. After two hours of pure heaven, I found myself feeling incredibly satisfied. I didn't want any more, I felt just right. So then, I just decided to go to sleep, and had some of the best sleep of my life.
Experience Reports are the writings and opinions of the individual authors who submit them.
Some of the activities described are dangerous and/or illegal and none are recommended by Erowid.


ARMv6-M Assembler Words¶
zeptoforth includes an ARMv6-M assembler, which can be used on all platforms, whether ARMv6-M or ARMv7-M. It supports all ARMv6-M instructions except for BL, as it is expected that the user will drop out of the assembler to call Forth words, which will be compiled to BL. It does not make use of labels as many assemblers do, but rather uses “marks”, which are double-cells on the data stack, for forward and backward references.
armv6m
¶
The following words are in the armv6m
module:
code[
¶
( – )
Begin a block of assembled code, making the assembler wordlist available within and forcing any deferred literal to be compiled in place.
]code
¶
( – )
End a block of assembled code, removing the assembler wordlist from the wordlist order.
x-out-of-range-3reg
¶
( – )
Out of range 3-bit register exception.
x-out-of-range-4reg
¶
( – )
Out of range 4-bit register exception.
x-out-of-range-imm
¶
( – )
Out of range immediate exception.
x-unaligned-imm
¶
( – )
Unaligned immediate exception.
x-out-of-range-pc-rel
¶
( – )
Out of range PC-relative address exception.
x-incorrect-mark-type
¶
( – )
Incorrect marker type exception.
x-invalid-cond
¶
( – )
Invalid condition exception.
x-out-of-range-special
¶
( – )
Out of range special register exception.
Assembler words¶
The following words are accessible between code[
and ]code
:
Registers¶
r0
¶
r1
¶
r2
¶
r3
¶
r4
¶
r5
¶
r6
¶
r7
¶
r8
¶
r9
¶
r10
¶
r11
¶
r12
¶
r13
¶
r14
¶
r15
¶
tos
¶
dp
¶
sp
¶
lr
¶
pc
¶
Condition codes¶
eq
¶
ne
¶
cs
¶
hs
¶
cc
¶
lo
¶
mi
¶
pl
¶
vs
¶
vc
¶
hi
¶
ls
¶
ge
¶
lt
¶
gt
¶
le
¶
al
¶
adcs_,_
¶
( rm rdn – )
Assemble an ADCS instruction.
adds_,_,#_
¶
( imm3 rn rd – )
Assemble a two-register ADDS immediate instruction.
adds_,#_
¶
( imm8 rdn – )
Assemble a one-register ADDS immediate instruction.
adds_,_,_
¶
( rm rn rd – )
Assemble a three-register ADDS register instruction.
add4_,4_
¶
( rm4 rdn4 – )
Assemble a two-4-bit register ADDS register instruction.
add_,sp,#_
¶
( imm8 rd – )
Assemble an ADD (SP plus immediate) instruction.
addsp,sp,#_
¶
( imm7 – )
Assemble an ADD (SP plus immediate to SP) instruction.
add4_,sp
¶
( rdm4 – )
Assemble an ADD (SP plus register) instruction.
addsp,sp,4_
¶
( rm4 – )
Assemble an ADD (SP plus register to SP) instruction.
adr_
¶
( rd – mark-addr mark )
Mark an ADR instruction.
ands_,_
¶
( rm rdn – )
Assemble an ANDS (register) instruction.
asrs_,_,#_
¶
( imm5 rm rd – )
Assemble an ASRS (immediate) instruction.
asrs_,_
¶
( rm rdn – )
Assemble an ASRS (register) instruction.
b<
¶
( mark-addr mark – )
Assemble an unconditional branch to a marker.
bc<
¶
( mark-addr mark cond – )
Assemble a conditional branch to a marker.
b>
¶
( – mark-addr mark )
Mark an unconditional branch.
bc>
¶
( cond – mark-addr mark )
Mark a conditional branch.
bics_,_
¶
( rm rdn – )
Assemble an BICS (register) instruction.
bkpt#_
¶
( imm8 – )
Assemble a BKPT instruction.
blx_
¶
( rm – )
Assemble a BLX (register) instruction.
bx_
¶
( rm – )
Assemble a BX instruction.
cmn_,_
¶
( rm rn – )
Assemble an CMN (register) instruction.
cmp_,#_
¶
( imm8 rn – )
Assemble a CMP (immediate) instruction.
cmp_,_
¶
( rm rn – )
Assemble an CMP (register) instruction.
cmp4_,4_
¶
( rm4 rdn4 – )
Assemble an CMP (register) instruction.
cpsie
¶
( – )
Assemble a CPSIE instruction.
cpsid
¶
( – )
Assemble a CPSID instruction.
dmb
¶
( – )
Assemble a DMB instruction.
dsb
¶
( – )
Assemble a DSB instruction.
eors_,_
¶
( rm rdn – )
Assemble an EORS (register) instruction.
isb
¶
( – )
Assemble an ISB instruction.
ldm
¶
( rx … r0 count rn – )
Assemble an LDM instruction.
ldr_,[_,#_]
¶
( imm5 rn rt – )
Assemble an LDR (immediate) instruction.
ldr_,[sp,#_]
¶
( imm8 rt – )
Assemble an LDR (immediate) instruction.
ldr_,[pc]
¶
( rd – mark-addr mark )
Mark an LDR (literal) instruction.
ldr_,[_,_]
¶
( rm rn rt – )
Assemble an LDR (register) instruction.
ldrb_,[_,#_]
¶
( imm5 rn rt – )
Assemble an LDRB (immediate) instruction.
ldrb_,[_,_]
¶
( rm rn rt – )
Assemble an LDRB (register) instruction.
ldrh_,[_,#_]
¶
( imm5 rn rt – )
Assemble an LDRH (immediate) instruction.
ldrh_,[_,_]
¶
( rm rn rt – )
Assemble an LDRH (register) instruction.
ldrsb_,[_,_]
¶
( rm rn rt – )
Assemble an LDRSB (register) instruction.
ldrsh_,[_,_]
¶
( rm rn rt – )
Assemble an LDRSH (register) instruction.
lsls_,_,#_
¶
( imm5 rm rd – )
Assemble an LSLS (immediate) instruction.
lsls_,_
¶
( rm rdn – )
Assemble an LSLS (register) instruction.
lsrs_,_,#_
¶
( imm5 rm rd – )
Assemble an LSRS (immediate) instruction.
lsrs_,_
¶
( rm rdn – )
Assemble an LSRS (register) instruction.
movs_,#_
¶
( imm8 rdn – )
Assemble a MOVS (immediate) instruction.
mov4_,4_
¶
( rm4 rdn4 – )
Assemble a MOV (register) instruction.
movs_,_
¶
( rm rd – )
Assemble a MOVS (register) instruction.
mrs_,_
¶
( sysm rd – )
Assemble an MRS instruction.
msr_,_
¶
( rn sysm – )
Assemble an MSR (register) instruction.
muls_,_
¶
( rn rdm – )
Assemble an MULS (register) instruction.
mvns_,_
¶
( rm rd – )
Assemble an MVNS (register) instruction.
nop
¶
( – )
Assemble a NOP instruction.
orrs_,_
¶
( rm rdn – )
Assemble an ORRS (register) instruction.
pop
¶
( rx … r0 count – )
Assemble a POP instruction.
push
¶
( rx … r0 count – )
Assemble a PUSH instruction.
rev_,_
¶
( rm rd – )
Assemble an REV (register) instruction.
rev16_,_
¶
( rm rd – )
Assemble an REV16 (register) instruction.
revsh_,_
¶
( rm rd – )
Assemble an REVSH (register) instruction.
rors_,_
¶
( rm rdn – )
Assemble an RORS (register) instruction.
rsbs_,_,#0
¶
( rn rd – )
Assemble an RSBS (immediate) instruction.
sbcs_,_
¶
( rm rdn – )
Assemble an SBC (register) instruction.
sev
¶
( – )
Assemble an SEV instruction.
stm
¶
( rx … r0 count rn – )
Assemble an STM instruction.
str_,[_,#_]
¶
( imm5 rn rt – )
Assemble an STR (immediate) instruction.
str_,[sp,#_]
¶
( imm8 rt – )
Assemble an STR (immediate) instruction.
str_,[_,_]
¶
( rm rn rt – )
Assemble an STR (register) instruction.
strb_,[_,#_]
¶
( imm5 rn rt – )
Assemble an STRB (immediate) instruction.
strb_,[_,_]
¶
( rm rn rt – )
Assemble an STRB (register) instruction.
strh_,[_,#_]
¶
( imm5 rn rt – )
Assemble an STRH (immediate) instruction.
strh_,[_,_]
¶
( rm rn rt – )
Assemble an STRH (register) instruction.
subs_,_,#_
¶
( imm3 rn rd – )
Assemble a two-register SUBS immediate instruction.
subs_,#_
¶
( imm8 rdn – )
Assemble a one-register SUBS immediate instruction.
subs_,_,_
¶
( rm rn rd – )
Assemble a three-register SUBS register instruction.
subsp,sp,#_
¶
( imm7 – )
Assemble an SUB (SP plus immediate to SP) instruction.
svc#_
¶
( imm8 – )
Assemble an SVC instruction.
sxtb_,_
¶
( rm rd – )
Assemble an SXTB instruction.
sxth_,_
¶
( rm rd – )
Assemble an SXTH instruction.
tst_,_
¶
( rm rn – )
Assemble an tST (register) instruction.
udf#_
¶
( imm8 – )
Assemble a UDF instruction.
udf.w#_
¶
( imm16 – )
Assemble a 32-bit UDF instruction.
uxtb_,_
¶
( rm rd – )
Assemble an UXTB instruction.
uxth_,_
¶
( rm rd – )
Assemble an UXTH instruction.
wfe
¶
( – )
Assemble a WFE instruction.
wfi
¶
( – )
Assemble a WFI instruction.
yield
¶
( – )
Assemble a YIELD instruction.
mark>
¶
( – mark-addr mark )
Mark a backward destination.
>mark
¶
( mark-addr mark – )
Mark a forward destination.


--- layout: default title: About adarsh dessai ---
i am a man of honour and dignity. i leave with pride. I am master graduate in electronis passed out in april 2015, currently working in goa infotech as an IT Eng. Playing games and musical instruments is my passion, Being charming is my habbit. follow me to know know more about me.


This example converts strings containing latin numbers to an appropriate numeral system that can be rendered in a JavaScript application which does not perform any digit substitution.


{{ define "main" }} {{.Title}} {{ $paginator := .Paginate .Data.Pages }} {{ range $index,$elements:= $paginator.Pages }} Posted by My Bucket List on Monday, July 27, 2020 {{ end }} {{ end }}
Posted by My Bucket List on Monday, July 27, 2020


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import sys
import pandas as pd
from sqlalchemy import create_engine
[docs]def load_data(messages_filepath, categories_filepath):
"""Function to read and merge data in csv files.
Parameters
----------
messages_filepath : str
Path to csv file where messages data is stored.
categories_filepath : str
Path to csv file where categories data is stored.
Returns
-------
DataFrame
Merged data frame.
"""
try:
df_messages = pd.read_csv(messages_filepath)
df_cats = pd.read_csv(categories_filepath)
df = df_messages.merge(df_cats, on = "id", suffixes = ("", "_cats"), how = "right")
return df
except Exception as e:
print("Failed to load data with error {0}".format(e))
return pd.DataFrame()
[docs]def clean_data(df):
"""Function to clean categories variable .
Parameters
----------
df : DataFrame
Input merged DataFrame.
Returns
-------
DataFrame
Output DataFrame with categories column cleaned and one hot encoded
"""
#### Get categories colnames
categories = df['categories']
colnames = [x.split("-")[0] for x in categories.iloc[0].split(";")]
#### Expand categories into individual features with numerical one-hot encodings
categories = categories.str.split(";", expand = True).applymap(lambda x: int(x.split("-")[-1]))
#### Update categories colnames
categories.columns = colnames
#### Modify original dataframe with categories columns
df = df.drop(columns = ['categories'])
df_out = pd.concat([df, categories], axis = 1)
df_out = df_out.drop_duplicates()
#### Additional transformation to change some of the values in the related
#### category that are coded as 2 to 1. There are 193 such entries.
#### I am assuming the related category means if there are any related
#### previous messages or if the message is a new message that needs to be
#### acted upon. So coding anything >1 as 1 makes sense in this case.
df_out['related'] = df_out['related'].apply(lambda x: 1 if x > 0 else 0)
return df_out
[docs]def save_data(df, database_filename):
"""Function to save cleaned data into database.
Parameters
----------
df : DataFrame
Cleaned DataFrame with messages and categories data.
database_filename : str
Database name to save the table.
Returns
-------
None
None.
"""
engine = create_engine('sqlite:///{0}'.format(database_filename))
df.to_sql('disaster_response', engine, index = False, if_exists = 'replace')
[docs]def main():
if len(sys.argv) == 4:
messages_filepath, categories_filepath, database_filepath = sys.argv[1:]
print('Loading data...\n MESSAGES: {}\n CATEGORIES: {}'
.format(messages_filepath, categories_filepath))
df = load_data(messages_filepath, categories_filepath)
print('Cleaning data...')
df = clean_data(df)
print('Saving data...\n DATABASE: {}'.format(database_filepath))
save_data(df, database_filepath)
print('Cleaned data saved to database!')
else:
print('Please provide the filepaths of the messages and categories '\
'datasets as the first and second argument respectively, as '\
'well as the filepath of the database to save the cleaned data '\
'to as the third argument. \n\nExample: python process_data.py '\
'disaster_messages.csv disaster_categories.csv '\
'DisasterResponse.db')
if __name__ == '__main__':
main()