struct::tree - Create and manipulate tree objects
A tree is a collection of named elements, called nodes, one of which is distinguished as a root, along with a relation ("parenthood") that places a hierarchical structure on the nodes. (Data Structures and Algorithms; Aho, Hopcroft and Ullman; Addison-Wesley, 1987). In addition to maintaining the node relationships, this tree implementation allows any number of keyed values to be associated with each node.
The element names can be arbitrary strings.
A tree is thus similar to an array, but with three important differences:
Trees are accessed through an object command, whereas arrays are accessed as variables. (This means trees cannot be local to a procedure.)
Trees have a hierarchical structure, whereas an array is just an unordered collection.
Each node of a tree has a separate collection of attributes and values. This is like an array where every value is a dictionary.
Note: The major version of the package struct has been changed to version 2.0, due to backward incompatible changes in the API of this module. Please read the section Changes for 2.0 for a full list of all changes, incompatible and otherwise.
The main commands of the package are:
The command creates a new tree object with an associated global Tcl command whose name is treeName. This command may be used to invoke various operations on the tree. It has the following general form:
Option and the args determine the exact behavior of the command.
If treeName is not specified a unique name will be generated by the package itself. If a source is specified the new tree will be initialized to it. For the operators =, :=, and as source is interpreted as the name of another tree object, and the assignment operator = will be executed. For deserialize the source is a serialized tree object and deserialize will be executed.
In other words
::struct::tree mytree = b
is equivalent to
::struct::tree mytree mytree = b
and
::struct::tree mytree deserialize $b
is equivalent to
::struct::tree mytree mytree deserialize $b
This command is provided outside of the tree methods, as it is not a tree method per se. It however interacts tightly with the method walk. When used in the walk script it causes the traversal to ignore the children of the node we are currently at. This command cannot be used with the traversal modes which look at children before their parent, i.e. post and in. The only applicable orders of traversal are pre and both. An error is thrown if the command and chosen order of traversal do not fit.
Two general observations beforehand:
The root node of the tree can be used in most places where a node is asked for. The default name of the rootnode is "root", but this can be changed with the method rename (see below). Whatever the current name for the root node of the tree is, it can be retrieved by calling the method rootname.
The method insert is the only way to create new nodes, and they are automatically added to a parent. A tree object cannot have nodes without a parent, save the root node.
And now the methods supported by tree objects created by this package:
This is the assignment operator for tree objects. It copies the tree contained in the tree object sourcetree over the tree data in treeName. The old contents of treeName are deleted by this operation.
This operation is in effect equivalent to
treeName deserialize [sourcetree serialize]
This is the reverse assignment operator for tree objects. It copies the tree contained in the tree object treeName over the tree data in the object desttree. The old contents of desttree are deleted by this operation.
This operation is in effect equivalent to
desttree deserialize [treeName serialize]
This method extends the method parent and returns a list containing all ancestor nodes to the specified node. The immediate ancestor, in other words, parent node, is the first element in that list, its parent the second element, and so on until the root node is reached, making it the last element of the returned list.
Appends a value to one of the keyed values associated with an node. Returns the new value given to the attribute key.
This method retrieves the value of the attribute named key, for all nodes in the tree (matching the restriction specified via one of the possible options) and having the specified attribute.
The result is a dictionary mapping from node names to the value of attribute key at that node. Nodes not having the attribute key, or not passing a specified restriction, are not listed in the result.
The possible restrictions are:
Return a list of the children of node. If the option -all is specified, then not only the direct children, but their children, and so on are returned in the result. If a filter command is specified only those nodes are listed in the final result which pass the test. The command in cmdprefix is called with two arguments, the name of the tree object, and the name of the node in question. It is executed in the context of the caller and has to return a boolean value. Nodes for which the command returns false are removed from the result list before it is returned to the caller.
Some examples:
mytree insert root end 0 ; mytree set 0 volume 30 mytree insert root end 1 mytree insert root end 2 mytree insert 0 end 3 mytree insert 0 end 4 mytree insert 4 end 5 ; mytree set 5 volume 50 mytree insert 4 end 6 proc vol {t n} { $t keyexists $n volume } proc vgt40 {t n} { if {![$t keyexists $n volume]} {return 0} expr {[$t get $n volume] > 40} } tclsh> lsort [mytree children -all root filter vol] 0 5 tclsh> lsort [mytree children -all root filter vgt40] 5 tclsh> lsort [mytree children root filter vol] 0 tclsh> puts ([lsort [mytree children root filter vgt40]]) ()
Removes the node specified by node from the tree, but not its children. The children of node are made children of the parent of the node, at the index at which node was located.
Removes the specified nodes from the tree. All of the nodes' children will be removed as well to prevent orphaned nodes.
Return the number of steps from node node to the root node.
This method extends the method children and returns a list containing all nodes descending from node, and passing the filter, if such was specified.
This is actually the same as "treeName children -all". descendants should be prefered, and "children -all" will be deprecated sometime in the future.
This is the complement to serialize. It replaces tree data in treeName with the tree described by the serialization value. The old contents of treeName are deleted by this operation.
Destroy the tree, including its storage space and associated command.
Returns true if the specified node exists in the tree.
Returns the value associated with the key key for the node node.
Returns a dictionary (suitable for use with [array set]) containing the attribute data for the node. If the glob pattern is specified only the attributes whose names match the pattern will be part of the dictionary.
Returns a list of keys for the node. If the pattern is specified only the attributes whose names match the pattern will be part of the returned list. The pattern is a glob pattern.
Return true if the specified key exists for the node.
Returns the index of node in its parent's list of children. For example, if a node has nodeFoo, nodeBar, and nodeBaz as children, in that order, the index of nodeBar is 1.
Insert one or more nodes into the tree as children of the node parent. The nodes will be added in the order they are given. If parent is root, it refers to the root of the tree. The new nodes will be added to the parent node's child list at the index given by index. The index can be end in which case the new nodes will be added after the current last child. Indices of the form "end-n" are accepted as well.
If any of the specified children already exist in treeName, those nodes will be moved from their original location to the new location indicated by this command.
If no child is specified, a single node will be added, and a name will be generated for the new node. The generated name is of the form nodex, where x is a number. If names are specified they must neither contain whitespace nor colons (":").
The return result from this command is a list of nodes added.
Returns true if node is a leaf of the tree (if node has no children), false otherwise.
Appends a value (as a list) to one of the keyed values associated with an node. Returns the new value given to the attribute key.
Return a list containing all leaf nodes known to the tree.
Make the specified nodes children of parent, inserting them into the parent's child list at the index given by index. Note that the command will take all nodes out of the tree before inserting them under the new parent, and that it determines the position to place them into after the removal, before the re-insertion. This behaviour is important when it comes to moving one or more nodes to a different index without changing their parent node.
Return the right sibling of node, or the empty string if node was the last child of its parent.
Return the number of immediate children of node.
Return a list containing all nodes known to the tree.
Return the parent of node.
Return the left sibling of node, or the empty string if node was the first child of its parent.
Renames the node node to newname. An error is thrown if either the node does not exist, or a node with name newname does exist. The result of the command is the new name of the node.
Returns the name of the root node of the tree.
This method serializes the sub-tree starting at node. In other words it returns a tcl value completely describing the tree starting at node. This allows, for example, the transfer of tree objects (or parts thereof) over arbitrary channels, persistence, etc. This method is also the basis for both the copy constructor and the assignment operator.
The result of this method has to be semantically identical over all implementations of the tree interface. This is what will enable us to copy tree data between different implementations of the same interface.
The result is a list containing containing a multiple of three elements. It is like a serialized array except that there are two values following each key. They are the names of the nodes in the serialized tree. The two values are a reference to the parent node and the attribute data, in this order.
The reference to the parent node is the empty string for the root node of the tree. For all other nodes it is the index of the parent node in the list. This means that they are integers, greater than or equal to zero, less than the length of the list, and multiples of three. The order of the nodes in the list is important insofar as it is used to reconstruct the lists of children for each node. The children of a node have to be listed in the serialization in the same order as they are listed in their parent in the tree.
The attribute data of a node is a dictionary, i.e. a list of even length containing a serialized array. For a node without attribute data the dictionary is the empty list.
Note: While the current implementation returns the root node as the first element of the list, followed by its children and their children in a depth-first traversal this is not necessarily true for other implementations. The only information a reader of the serialized data can rely on for the structure of the tree is that the root node is signaled by the empty string for the parent reference, that all other nodes refer to their parent through the index in the list, and that children occur in the same order as in their parent.
A possible serialization for the tree structure +- d +- a -+ root -+- b +- e +- c is {root {} {} a 0 {} d 3 {} e 3 {} b 0 {} c 0 {}} The above assumes that none of the nodes have attributes.
Set or get one of the keyed values associated with a node. A node may have any number of keyed values associated with it. If value is not specified, this command returns the current value assigned to the key; if value is specified, this command assigns that value to the key, and returns it.
Return a count of the number of descendants of the node node; if no node is specified, root is assumed.
Insert a node named child into the tree as a child of the node parent. If parent is root, it refers to the root of the tree. The new node will be added to the parent node's child list at the index given by from. The children of parent which are in the range of the indices from and to are made children of child. If the value of to is not specified it defaults to end. If no name is given for child, a name will be generated for the new node. The generated name is of the form nodex, where x is a number. The return result from this command is the name of the new node.
The arguments from and to are regular list indices, i.e. the form "end-n" is accepted as well.
Swap the position of node1 and node2 in the tree.
Removes a keyed value from the node node. The method will do nothing if the key does not exist.
Perform a breadth-first or depth-first walk of the tree starting at the node node. The type of walk, breadth-first or depth-first, is determined by the value of type; bfs indicates breadth-first, dfs indicates depth-first. Depth-first is the default. The order of the walk, pre-, post-, both- or in-order is determined by the value of order; pre indicates pre-order, post indicates post-order, both indicates both-order and in indicates in-order. Pre-order is the default.
Pre-order walking means that a parent node is visited before any of its children. For example, a breadth-first search starting from the root will visit the root, followed by all of the root's children, followed by all of the root's grandchildren. Post-order walking means that a parent node is visited after any of its children. Both-order walking means that a parent node is visited before and after any of its children. In-order walking means that a parent node is visited after its first child and before the second. This is a generalization of in-order walking for binary trees and will do the right thing if a binary tree is walked. The combination of a breadth-first walk with in-order is illegal.
As the walk progresses, the script will be evaluated at each node. The evaluation takes place in the context of the caller of the method. Regarding loop variables, these are listed in loopvar. If one only one variable is specified it will be set to the id of the node. When two variables are specified, i.e. loopvar is a true list, then the first variable will be set to the action performed at the node, and the other to the id of the node itself. All loop variables are created in the context of the caller.
There are three possible actions: enter, leave, or visit. enter actions occur during pre-order walks; leave actions occur during post-order walks; visit actions occur during in-order walks. In a both-order walk, the command will be evaluated twice for each node; the action is enter for the first evaluation, and leave for the second.
Note: The enter action for a node is always performed before the walker will look at the children of that node. This means that changes made by the script to the children of the node will immediately influence the walker and the steps it will take.
Any other manipulation, for example of nodes higher in the tree (i.e already visited), or upon leaving will have undefined results. They may succeed, error out, silently compute the wrong result, or anything in between.
At last a small table showing the relationship between the various options and the possible actions.
order type actions notes ----- ---- ----- ----- pre dfs enter parent before children post dfs leave parent after children in dfs visit parent between first and second child. both dfs enter, leave parent before and after children ----- ---- ----- ----- pre bfs enter parent before children post bfs leave parent after children in bfs -- illegal -- both bfs enter, leave parent before and after children ----- ---- ----- -----
Note the command ::struct::tree::prune. This command can be used in the walk script to force the command to ignore the children of the node we are currently at. It will throw an error if the order of traversal is either post or in as these modes visit the children before their parent, making pruning non-sensical.
This method is like method walk in all essentials, except the interface to the user code. This method invokes a command prefix with three additional arguments (tree, node, and action), instead of evaluating a script and passing the node via a loop variable.
The following noteworthy changes have occurred:
The API for accessing attributes and their values has been simplified.
All functionality regarding the default attribute "data" has been removed. This default attribute does not exist anymore. All accesses to attributes have to specify the name of the attribute in question. This backward incompatible change allowed us to simplify the signature of all methods handling attributes.
Especially the flag -key is not required anymore, even more, its use is now forbidden. Please read the documentation for the methods set, get, getall, unset, append, lappend, keyexists and keys for a description of the new API's.
The methods keys and getall now take an optional pattern argument and will return only attribute data for keys matching this pattern.
Nodes can now be renamed. See the documentation for the method rename.
The structure has been extended with API's for the serialization and deserialization of tree objects, and a number of operations based on them (tree assignment, copy construction).
Please read the documentation for the methods serialize, deserialize, =, and -->, and the documentation on the construction of tree objects.
Beyond the copying of whole tree objects these new API's also enable the transfer of tree objects over arbitrary channels and for easy persistence.
The walker API has been streamlined and made more similar to the command foreach. In detail:
The superfluous option -command has been removed.
Ditto for the place holders. Instead of the placeholders two loop variables have to be specified to contain node and action information.
The old command argument has been documented as a script now, which it was in the past too.
The fact that enter actions are called before the walker looks at the children of a node has been documented now. In other words it is now officially allowed to manipulate the list of children for a node under these circumstances. It has been made clear that changes under any other circumstances will have undefined results, from silently computing the wrong result to erroring out.
A new method, attr, was added allowing the query and retrieval of attribute data without regard to the node relationship.
The method children has been extended with the ability to select from the children of the node based on an arbitrary filtering criterium. Another extension is the ability to look not only at the immediate children of the node, but the whole tree below it.
The following example demonstrates the creation of new nodes:
mytree insert root end 0 ; # Create node 0, as child of the root mytree insert root end 1 2 ; # Ditto nodes 1 & 2 mytree insert 0 end 3 ; # Now create node 3 as child of node 0 mytree insert 0 end ; # Create another child of 0, with a # generated name. The name is returned # as the result of the command.
This document, and the package it describes, will undoubtedly contain bugs and other problems. Please report such in the category struct :: tree of the Tcllib Trackers. Please also report any ideas for enhancements you may have for either package and/or documentation.
When proposing code changes, please provide unified diffs, i.e the output of diff -u.
Note further that attachments are strongly preferred over inlined patches. Attachments can be made by going to the Edit form of the ticket immediately after its creation, and then using the left-most button in the secondary navigation bar.
Data structures
Copyright © 2002-2004,2012 Andreas Kupries <andreas_kupries@users.sourceforge.net>


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|
system
0.1.0
|
#include <tss.hpp>
Public Member Functions | |
| tss (gdt &in_gdt) | |
| void | dump (logging::logger &in_log) |
Task State Segment implementation for x64 processors. Provides Interrupt Stack Tables (ISTs) for known-good stacks when handling a PANIC/ASSERT or unhandled interrupts.
| tss::tss | ( | gdt & | in_gdt | ) |
| void tss::dump | ( | logging::logger & | in_log | ) |


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Delicous casserole
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An Italian delicacy
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A delicous liquid


---
layout: post
title: GH3 - Wii Thank You
date: '2008-03-26T19:54:00.004-04:00'
author: Pat Hyatt
description: Activision's sorry gift, with pictures.
tags:
modified_time: '2008-03-26T20:03:02.705-04:00'
thumbnail: http://3.bp.blogspot.com/_K0T9JgGHK5g/R-riqIk-NAI/AAAAAAAAAB0/quXupDGVOoE/s72-c/DSCF0815.JPG
redirect_from:
- /2008/03/gh3-wii-thank-you.html
---
Just got in today and found an odd package in my mailbox. Upon opening the box I found this:
Free faceplate!
Here's the
card included for the explanation


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Safari IT Books Language Constructs Functional Programming Haskell Safari IT Books Programming Programming Programming Bryan O'Sullivan Donald Bruce Stewart John Goerzen O'Reilly Media, Inc. Real World Haskell, 1st Edition16.6. Parsing a URL-Encoded Query StringWhen we introduced application/x-www-form-urlencoded
text in Section 15.1, we mentioned that we'd
write a parser for these strings. We can quickly and easily do this using
Parsec. Each key-value pair is separated by the &
character: -- file: ch16/FormParse.hs
p_query :: CharParser () [(String, Maybe String)]
p_query = p_pair `sepBy` char '&'
Notice that in the type signature, we're using
Maybe to represent a value: the HTTP specification is unclear
about whether a key must have an associated value,
and we'd like to be able to distinguish between "no value"
and "empty value": -- file: ch16/FormParse.hs
p_pair :: CharParser () (String, Maybe String)
p_pair = do
name <- many1 p_char
value <- optionMaybe (char '=' >> many p_char)
return (name, value)
The many1 function is
similar to many: it applies its
parser repeatedly, returning a list of results. While many will succeed and return an empty list if
its parser never succeeds, many1 will
fail if its parser never succeeds and will otherwise return a list of at
least one element. The optionMaybe
function modifies the behavior of a parser. If the parser fails, optionMaybe doesn't: it returns
Nothing. Otherwise, it wraps the parser's successful result
with Just. This gives us the ability to distinguish between
"no value" and "empty value," as we mentioned earlier. Individual characters can be encoded in one of several
ways: -- file: ch16/FormParse.hs
p_char :: CharParser () Char
p_char = oneOf urlBaseChars
<|> (char '+' >> return ' ')
<|> p_hex
urlBaseChars = ['a'..'z']++['A'..'Z']++['0'..'9']++"$-_.!*'(),"
p_hex :: CharParser () Char
p_hex = do
char '%'
a <- hexDigit
b <- hexDigit
let ((d, _):_) = readHex [a,b]
return . toEnum $ d
Some characters can be represented literally. Spaces are
treated specially, using a + character. Other characters must
be encoded as a % character followed by two hexadecimal
digits. The Numeric module's readHex parses a hex string as a number: ghci> parseTest p_query "foo=bar&a%21=b+c"
Loading package parsec-<IP_ADDRESS> ... linking ... done.
[("foo",Just "bar"),("a!",Just "b c")]
As appealing and readable as this parser is, we can profit
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blocks.
|


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Conflict report for Expression Conflicting
Farkle could not precompile this grammar because there were 5 LALR states with conflicts. These states are:
Besides conflicts, there also might have been other kinds of errors that are not listed here.
Syntax
LALR States
States with conflicts and conflicting actions are highlighted.
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 1 |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| - | Shift to State 5 |
| * | Shift to State 6 |
| / | Shift to State 7 |
| ^ | Shift to State 8 |
| EOF | Accept |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 9 |
| Symbol | Action |
|---|---|
| + | Reduce <Expression Conflicting> ::= Number |
| - | Reduce <Expression Conflicting> ::= Number |
| * | Reduce <Expression Conflicting> ::= Number |
| / | Reduce <Expression Conflicting> ::= Number |
| ^ | Reduce <Expression Conflicting> ::= Number |
| ) | Reduce <Expression Conflicting> ::= Number |
| EOF | Reduce <Expression Conflicting> ::= Number |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 10 |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 11 |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 12 |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 13 |
| Symbol | Action |
|---|---|
| ( | Shift to State 2 |
| Number | Shift to State 3 |
| Expression Conflicting | Go to State 14 |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| - | Shift to State 5 |
| * | Shift to State 6 |
| / | Shift to State 7 |
| ^ | Shift to State 8 |
| ) | Shift to State 15 |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> | |
| - | Shift to State 5 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> | |
| * | Shift to State 6 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> | |
| / | Shift to State 7 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> | |
| ^ | Shift to State 8 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> | |
| ) | Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> |
| EOF | Reduce <Expression Conflicting> ::= <Expression Conflicting> '+' <Expression Conflicting> |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> | |
| - | Shift to State 5 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> | |
| * | Shift to State 6 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> | |
| / | Shift to State 7 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> | |
| ^ | Shift to State 8 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> | |
| ) | Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> |
| EOF | Reduce <Expression Conflicting> ::= <Expression Conflicting> '-' <Expression Conflicting> |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> | |
| - | Shift to State 5 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> | |
| * | Shift to State 6 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> | |
| / | Shift to State 7 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> | |
| ^ | Shift to State 8 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> | |
| ) | Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> |
| EOF | Reduce <Expression Conflicting> ::= <Expression Conflicting> '*' <Expression Conflicting> |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> | |
| - | Shift to State 5 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> | |
| * | Shift to State 6 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> | |
| / | Shift to State 7 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> | |
| ^ | Shift to State 8 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> | |
| ) | Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> |
| EOF | Reduce <Expression Conflicting> ::= <Expression Conflicting> '/' <Expression Conflicting> |
| Symbol | Action |
|---|---|
| + | Shift to State 4 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> | |
| - | Shift to State 5 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> | |
| * | Shift to State 6 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> | |
| / | Shift to State 7 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> | |
| ^ | Shift to State 8 |
| Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> | |
| ) | Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> |
| EOF | Reduce <Expression Conflicting> ::= <Expression Conflicting> '^' <Expression Conflicting> |


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Classes, Methods, and Parameters¶
Ruby, the programming language that the Datavyu API uses, is an object- oriented language.
Classes¶
Object-oriented languages represent concepts, like Datavyu’s columns or cells, for instance, as “objects”. Objects come in different types, or “classes”. For example, objects that represent numbers, strings (written text), or Datavyu columns have different classes.
An object can have a variety of attributes depending on the data that pertains to the object. In Datavyu, a cell object’s attributes would be its codes; a column object’s attributes might be its cells, its name, and its onset and offset times. The class of an object defines what types of attributes a specific type of object will have.
Thinking about Datavyu specifically, the “column” class describes the Datavyu
columns. The “trial” object in the example spreadsheet
would then be an instance of the “column” class. This is in fact how the
Datavyu API works. The Datavyu API includes two classes to represent
Datavyu concepts: RColumn
describes Datavyu’s
columns, and RCell
describes Datavyu’s
cells.
Methods and Their Parameters¶
While classes describe objects and their attributes, methods define actions that you can perform on an object. The Datavyu API defines numerous methods to help you manipulate, modify, add, and delete data in the Datavyu spreadsheets.
In order to work, many methods need additional information. For
instance, getColumn()
, retrieves a column from a Datavyu
spreadsheet so that you can modify or update it using your script. But it
needs you to tell it what column it should retrieve.
Each method defines what information it can receive. These are called
parameters. getColumn()
has one parameter: name
,
which is the name of the column that you wish to retrieve.
Parameters are the types of information that you can specify for a method, and are specified in the method’s definition (you can view all of Datavyu’s method definitions on the API reference page).
The information you actually provide when you use the method is called an “argument”. Arguments
are user-specified. For getColumn()
, you
might want to retrieve a column called “trial”, so “trial” would be your
argument for the name
parameter. Again, parameters are part of the
method’s definition, while arguments are the information you provide
to the method.
For example, the add_codes_to_column()
method enables users to
add one or more codes to a
column. add_codes_to_column()
has two parameters: column
,
the name of the column you want to update, and *codes
. The *
indicates that the parameter is a list: so you can specify one (or
more) codes as a list of Strings.
Suppose you wanted to add two codes, “leftHand” and “rightHand” to the
“arm” column. “arm” would be your argument for the column
parameter, and "leftHand", "rightHand"
your argument for the
*codes
parameter. column
and code
are specified in the
add_codes_to_column()
method definition, and “arm”, “leftHand”,
and “rightHand” are your user-specified arguments.
Standalone Methods and Class Methods¶
There are two different types of methods: standalone methods and class methods. Class methods act directly upon an instance of a specific class. Standalone methods perform actions on their own.
getColumn()
is a standalone method that you use to retrieve
a column from the Datavyu spreadsheet so that you can modify it with your
script. To retrieve a column called “trial” from the spreadsheet, you
would run:
getColumn("trial")
In contrast, add_code()
is a class method of the
RColumn
class, and is invoked on an
RColumn
object. Assuming that you have already retrieved a
column called “trial” from the spreadsheet, and assigned it to an
RColumn
object, the following code would add the newCode
code to the “trial” RColumn
object:
trial.add_code("newCode")
Comparing them side-by-side can help highlight the difference:
Understanding the difference between standalone and class methods will make it easier for you to easily use the methods included in the Datavyu API.
Next Steps¶
Now that you have a grounding in the difference between classes and methods, parameters and arguments, and know how to invoke both standalone and class methods, consider our Introduction to Scripting for tips before diving into the API Tutorials.


{% extends "layout.html" %}
{% block title %} Add new online exam {% endblock %}
{% block content %}
{{session.course.name}} - Online Exam
Notice
- You're not allowed to cheat in any way.
- You're being recorded the whole exam session.
- You're not allowed to change the window during the exam, and if you did you will be disqualified.
{% endblock %}


The drug development process is the process of bringing a new pharmaceutical drug to the market.
This includes pre-clinical research on microorganisms and animals, filing for regulatory status to initiate clinical trials on humans, and obtaining regulatory approval with a new drug application to market the drug.
In accordance to the U.S. FDA, the drug development process involves five steps:
- Discovery and Development
- Preclinical Research
- Clinical Research (IND, Phase 1, 2, and 3)
- FDA Review (NDA)
- FDA Post-Market Safety Monitoring
On The Tufts Center for the Study of Drug Development published a study in the Journal of Health Economics, which stated that the cost of drug development had increased to nearly $2.6 billion.
Factors affecting drug costs include:
Observations of the running ($USD) dollar figures are based on assumptions of key metrics:
- Cost of capital
- Attrition: Rates of Phase success
- Duration: Time horizon of each phase
For reference, here is the link to the excel model that was used to make the estimates. For simplicity, adjust the cost of capital below to see it effect on the total cost:
Step 1: Discovery and Development
Research for a new drug begins in the laboratory.
$539.9 million
(22%)
Step 2: Preclinical Research
Drugs undergo laboratory and animal testing to answer basic questions about safety.
$290.5 million
(33%)
Step 3: Clinical Research
Drugs are tested on people to make sure they are safe and effective.
$1,701 million
(99%)
Step 4: FDA Review
FDA review teams thoroughly examine all of the submitted data related to the drug or device and make a decision to approve or not to approve it.
$13.4 million
(100%)
Step 5: FDA Post-Market Safety Monitoring
In the U.S. the FDA monitors all drug and device safety once products are available for use by the public.
$2,544.8 million
(100%)
For further reading, refer to the Wikipedia entries about the drug discovery and development process.
Created by Patrick Olila


--- layout: page title: "Mountains" description: "" active: gallery header-img: "gallery/mountains/img/bg.jpg" album-title: "Gallery" images: - image_path: /gallery/mountains/img/amonpeakoftheridges.jpg title: Peak of the Ridges material: Acrylic on canvas dimensions: 56 x 44⅛ - image_path: /gallery/mountains/img/davispond.jpg title: Davis Pond material: Acrylic on canvas dimensions: 28 x 22 - image_path: /gallery/mountains/img/davispondandharveyridge.jpg title: Davis Pond and Harvey Ridge material: Acrylic on canvas dimensions: 55 x 46 - image_path: /gallery/mountains/img/firstlightinthegreatbasin.jpg title: First Light in the Great Basin material: Acrylic on canvas dimensions: 28 x 22 - image_path: /gallery/mountains/img/martinsridgetowerbeacon.jpg title: Martins Ridge Tower Beacon material: Acrylic on watercolor paper dimensions: 21 x 21 - image_path: /gallery/mountains/img/mountainclimb.jpg title: Mountain Climb material: Acrylic on canvas dimensions: 55 x 40 - image_path: /gallery/mountains/img/pamolaandkeepridge.jpg title: Pamola and Keep Ridge material: Acrylic on canvas dimensions: 55 x 30 - image_path: /gallery/mountains/img/peakoftheridges.jpg title: Peak of the Ridges material: Acrylic on canvas dimensions: 56 x 44 - image_path: /gallery/mountains/img/scramblingupdoubletop.jpg title: Scrambling Up Doubletop material: Acrylic on canvas dimensions: 51 x 44¾ - image_path: /gallery/mountains/img/southbasinandtheknifeedge.jpg title: South Basin and the Knife Edge material: Acrylic on canvas dimensions: 21 x 18¾ - image_path: /gallery/mountains/img/southbasinkatahdin.jpg title: South Basin Katahdin material: Acrylic on canvas dimensions: 30 x 22⅝ - image_path: /gallery/mountains/img/travelermountain.jpg title: Traveler Mountain material: Acrylic on canvas dimensions: 56 x 42¼ ---


Tuesday, August 17, 2021
Presented by Brent Robbins
Personally
So you say you can build a website without WordPress...Yes, it's true and here are a few of those options:
JAMstack is a term coined by Mathias Biilman, the co-founder of Netlify
So unlike other common web stacks like:
The official Jamstack.org website defines the JAMstack as…
An architecture designed to make the web faster, more secure, and easier to scale.
The JAM in JAMstack stands for:
Here are a few terms defines that are used in the JAMstack:
Why use the Jamstack over other common stacks like the LAMP (Linux, Apache, MySQL & PHP) stack?
Here are a few of the the Benefits:
This all might sound really interesting, but would like to use WordPress as your CMS. Well you can have your cake and eat it too.
Here are a few popular sites using the JAMstack:
Time permitting I would like to demo at least one JAMstack store builder for developers and non-developers.
Free to use, but they offer paid options/features
Presentation can be found at Insert Github repo here


The Ubuntu Experience (Nelson Mandela Interview)
Video credit: Experience Ubuntu, The original video
This Accessible video demostration is brought to you by: Sternly K Simon
-
many people regards you as a personification, of ubuntu
-
Tim Modise. What do you understand ubuntu to mean?
-
Nelson Mandela Former. President of South Africa
-
In the old days when we young,
-
A traveler, through a country
-
would stop, at a village
-
and he didn't have to ask for food or for water
-
once he stops, the people give him food.
-
and entertain him.
-
That is one aspect of ubuntu, Mathethu will have various aspects
-
ubuntu does not mean that people
-
should not address themselves
-
The question therefore is,
-
Are you going to do so, in order to enable the community around you
-
A, to be able to improve
-
This are the important things in life and if one can do that.
-
We have done something very important which will be appreciated
-
Intro: background music begins to play
-
Nelson Mandela waving hand in a picture and holding a woman's hand in another picture.
-
Nelson Mandela, an icon of freedom in Africa and the world.
-
Nelson Mandela, an inspiring symbol of tolerance and humanity.
-
Nelson Mandela
-
the African tradition of "ubuntu".
-
what is ubuntu? it is a universal truth
-
what is ubuntu? it is a way of life
-
what is ubuntu? it underpins the concept of an open society
-
Ubuntu, respect, helpfulness
-
ubuntu, helfulness, sharing
-
ubuntu, sharing, community
-
ubuntu, trust, unselfishness
-
ubuntu, unselfishness, one word can mean so much
-
ubuntu, this is the spirit of ubuntu
-
Outro: Background music stops, a black video screen remains.To the end of the video.


Material design markdown editor
Scroll down to see it in action!
Code on Github Documentation
{{ form.status | json }}


Module ringo/profiler
A profiler for measuring execution time of JavaScript functions. Note that you need to run with optimization level -1 for profiling to work. Running the profiler on optimized code will produce no data.
Functions
- profile(func, maxFrames)
Class Profiler
Instance Methods
- formatResult(maxFrames)
- getFrames()
- getScriptFrame(cx, script)
- toString()
Profiler ()
A class for measuring the frequency and runtime of function invocations.
Profiler.prototype.getFrames ()
Profiler.prototype.toString ()
profile (func, maxFrames)
Convenience function for profiling the invocation of a function.
Parameters
| Function | func | the function to profile |
| number | maxFrames | optional maximal number of frames to include |
Returns
| Object | an object with the following properties:
|


numberPing!
Take a chance..
Rules
numberPing will count up to YOUR number from number 1 but..
- Numbers divisible by 3 will be replaced with "ping".
- Numbers divisible by 5 will be replaced with "pong".
- Numbers divisible by both 3 and 5 will be replaced with "pingpong".


Actions, resources, and condition keys for Amazon Connect
Amazon Connect (service prefix:
connect
) provides the following service-specific resources, actions, and condition context keys for use in IAM permission policies.
References:
-
Learn how to configure this service .
-
View a list of the API operations available for this service .
-
Learn how to secure this service and its resources by using IAM permission policies.
Topics
Actions defined by Amazon Connect
You can specify the following actions in the
Action
element of an IAM policy statement. Use policies to grant permissions to perform an operation in AWS. When you use an action in a policy, you usually allow or deny access to the API operation or CLI command with the same name. However, in some cases, a single action controls access to more than one operation. Alternatively, some operations require several different actions.
The
Resource types
column of the Actions table indicates whether each action supports resource-level permissions. If there is no value for this column, you must specify all resources ("*") to which the policy applies in the
Resource
element of your policy statement. If the column includes a resource type, then you can specify an ARN of that type in a statement with that action. If the action has one or more required resources, the caller must have permission to use the action with those resources. Required resources are indicated in the table with an asterisk (*). If you limit resource access with the
Resource
element in an IAM policy, you must include an ARN or pattern for each required resource type. Some actions support multiple resource types. If the resource type is optional (not indicated as required), then you can choose to use one of the optional resource types.
The
Condition keys
column of the Actions table includes keys that you can specify in a policy statement's
Condition
element. For more information on the condition keys that are associated with resources for the service, see the
Condition keys
column of the Resource types table.
For details about the columns in the following table, see Actions table .
| Actions | Description | Access level | Resource types (*required) | Condition keys | Dependent actions |
|---|---|---|---|---|---|
| ActivateEvaluationForm | Grants permission to activate an evaluation form in the specified Amazon Connect instance. After the evaluation form is activated, it is available to start new evaluations based on the form | Write | |||
| AssociateApprovedOrigin | Grants permission to associate approved origin for an existing Amazon Connect instance | Write | |||
| AssociateBot | Grants permission to associate a Lex bot for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy lex:CreateResourcePolicy lex:DescribeBotAlias lex:GetBot lex:UpdateResourcePolicy |
||
| AssociateCustomerProfilesDomain [permission only] | Grants permission to associate a Customer Profiles domain for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy profile:GetDomain |
||
| AssociateDefaultVocabulary | Grants permission to default vocabulary for an existing Amazon Connect instance | Write | |||
| AssociateInstanceStorageConfig | Grants permission to associate instance storage for an existing Amazon Connect instance | Write |
ds:DescribeDirectories firehose:DescribeDeliveryStream iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy kinesis:DescribeStream kms:CreateGrant kms:DescribeKey s3:GetBucketAcl s3:GetBucketLocation |
||
| AssociateLambdaFunction | Grants permission to associate a Lambda function for an existing Amazon Connect instance | Write |
lambda:AddPermission |
||
| AssociateLexBot | Grants permission to associate a Lex bot for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy lex:GetBot |
||
| AssociatePhoneNumberContactFlow | Grants permission to associate contact flow resources to phone number resources in an Amazon Connect instance | Write | |||
| AssociateQueueQuickConnects | Grants permission to associate quick connects with a queue in an Amazon Connect instance | Write | |||
| AssociateRoutingProfileQueues | Grants permission to associate queues with a routing profile in an Amazon Connect instance | Write | |||
| AssociateSecurityKey | Grants permission to associate a security key for an existing Amazon Connect instance | Write | |||
| BatchAssociateAnalyticsDataSet [permission only] | Grants permission to grant access and to associate the datasets with the specified AWS account | Write | |||
| BatchDisassociateAnalyticsDataSet [permission only] | Grants permission to revoke access and to disassociate the datasets with the specified AWS account | Write | |||
| ClaimPhoneNumber | Grants permission to claim phone number resources in an Amazon Connect instance or traffic distribution group | Write | |||
| CreateAgentStatus | Grants permission to create agent status in an Amazon Connect instance | Write | |||
| CreateContactFlow | Grants permission to create a contact flow in an Amazon Connect instance | Write | |||
| CreateContactFlowModule | Grants permission to create a contact flow module in an Amazon Connect instance | Write | |||
| CreateEvaluationForm | Grants permission to create an evaluation form in the specified Amazon Connect instance. The form can be used to define questions related to agent performance, and create sections to organize such questions. Question and section identifiers cannot be duplicated within the same evaluation form | Write | |||
| CreateHoursOfOperation | Grants permission to create hours of operation in an Amazon Connect instance | Write | |||
| CreateInstance | Grants permission to create a new Amazon Connect instance | Write |
ds:AuthorizeApplication ds:CheckAlias ds:CreateAlias ds:CreateDirectory ds:CreateIdentityPoolDirectory ds:DeleteDirectory ds:DescribeDirectories ds:UnauthorizeApplication iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy |
||
| CreateIntegrationAssociation | Grants permission to create an integration association with an Amazon Connect instance | Write |
app-integrations:CreateEventIntegrationAssociation cases:GetDomain connect:DescribeInstance ds:DescribeDirectories events:PutRule events:PutTargets iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy mobiletargeting:GetApp voiceid:DescribeDomain wisdom:GetAssistant wisdom:GetKnowledgeBase |
||
| CreateParticipant | Grants permission to add a participant to an ongoing contact | Write | |||
| CreatePrompt | Grants permission to create a prompt in an Amazon Connect instance | Write |
kms:Decrypt s3:GetObject s3:GetObjectAcl |
||
| CreateQueue | Grants permission to create a queue in an Amazon Connect instance | Write | |||
| CreateQuickConnect | Grants permission to create a quick connect in an Amazon Connect instance | Write | |||
| CreateRoutingProfile | Grants permission to create a routing profile in an Amazon Connect instance | Write | |||
| CreateRule | Grants permission to create a rule in an Amazon Connect instance | Write | |||
| CreateSecurityProfile | Grants permission to create a security profile for the specified Amazon Connect instance | Write | |||
| CreateTaskTemplate | Grants permission to create a task template in an Amazon Connect instance | Write | |||
| CreateTrafficDistributionGroup | Grants permission to create a traffic distribution group | Write | |||
| CreateUseCase | Grants permission to create a use case for an integration association | Write |
connect:DescribeInstance ds:DescribeDirectories |
||
| CreateUser | Grants permission to create a user for the specified Amazon Connect instance | Write | |||
| CreateUserHierarchyGroup | Grants permission to create a user hierarchy group in an Amazon Connect instance | Write | |||
| CreateVocabulary | Grants permission to create a vocabulary in an Amazon Connect instance | Write | |||
| DeactivateEvaluationForm | Grants permission to deactivate an evaluation form in the specified Amazon Connect instance. After a form is deactivated, it is no longer available for users to start new evaluations based on the form | Write | |||
| DeleteContactEvaluation | Grants permission to delete a contact evaluation in the specified Amazon Connect instance | Write | |||
| DeleteContactFlow | Grants permission to delete a contact flow in an Amazon Connect instance | Write | |||
| DeleteContactFlowModule | Grants permission to delete a contact flow module in an Amazon Connect instance | Write | |||
| DeleteEvaluationForm | Grants permission to delete an evaluation form in the specified Amazon Connect instance. If the version property is provided, only the specified version of the evaluation form is deleted | Write | |||
| DeleteHoursOfOperation | Grants permission to delete hours of operation in an Amazon Connect instance | Write | |||
| DeleteInstance | Grants permission to delete an Amazon Connect instance. When you remove an instance, the link to an existing AWS directory is also removed | Write |
ds:DeleteDirectory ds:DescribeDirectories ds:UnauthorizeApplication |
||
| DeleteIntegrationAssociation | Grants permission to delete an integration association from an Amazon Connect instance. The association must not have any use cases associated with it | Write |
app-integrations:DeleteEventIntegrationAssociation connect:DescribeInstance ds:DescribeDirectories events:DeleteRule events:ListTargetsByRule events:RemoveTargets |
||
| DeletePrompt | Grants permission to delete a prompt in an Amazon Connect instance | Write | |||
| DeleteQueue | Grants permission to delete a queue in an Amazon Connect instance | Write | |||
| DeleteQuickConnect | Grants permission to delete a quick connect in an Amazon Connect instance | Write | |||
| DeleteRoutingProfile | Grants permission to delete routing profiles in an Amazon Connect instance | Write | |||
| DeleteRule | Grants permission to delete a rule in an Amazon Connect instance | Write | |||
| DeleteSecurityProfile | Grants permission to delete a security profile in an Amazon Connect instance | Write | |||
| DeleteTaskTemplate | Grants permission to delete a task template in an Amazon Connect instance | Write | |||
| DeleteTrafficDistributionGroup | Grants permission to delete a traffic distribution group | Write | |||
| DeleteUseCase | Grants permission to delete a use case from an integration association | Write |
connect:DescribeInstance ds:DescribeDirectories |
||
| DeleteUser | Grants permission to delete a user in an Amazon Connect instance | Write | |||
| DeleteUserHierarchyGroup | Grants permission to delete a user hierarchy group in an Amazon Connect instance | Write | |||
| DeleteVocabulary | Grants permission to delete a vocabulary in an Amazon Connect instance | Write | |||
| DescribeAgentStatus | Grants permission to describe agent status in an Amazon Connect instance | Read | |||
| DescribeContact | Grants permission to describe a contact in an Amazon Connect instance | Read | |||
| DescribeContactEvaluation | Grants permission to describe a contact evaluation in the specified Amazon Connect instance | Read | |||
| DescribeContactFlow | Grants permission to describe a contact flow in an Amazon Connect instance | Read | |||
| DescribeContactFlowModule | Grants permission to describe a contact flow module in an Amazon Connect instance | Read | |||
| DescribeEvaluationForm | Grants permission to describe an evaluation form in the specified Amazon Connect instance. If the version property is not provided, the latest version of the evaluation form is described | Read | |||
| DescribeForecastingPlanningSchedulingIntegration [permission only] | Grants permission to describe the status of forecasting, planning, and scheduling integration on an Amazon Connect instance | Read | |||
| DescribeHoursOfOperation | Grants permission to describe hours of operation in an Amazon Connect instance | Read | |||
| DescribeInstance | Grants permission to view details of an Amazon Connect instance and is also required to create an instance | Read |
ds:DescribeDirectories |
||
| DescribeInstanceAttribute | Grants permission to view the attribute details of an existing Amazon Connect instance | Read | |||
| DescribeInstanceStorageConfig | Grants permission to view the instance storage configuration for an existing Amazon Connect instance | Read | |||
| DescribePhoneNumber | Grants permission to describe phone number resources in an Amazon Connect instance or traffic distribution group | Read | |||
| DescribePrompt | Grants permission to describe a prompt in an Amazon Connect instance | Read | |||
| DescribeQueue | Grants permission to describe a queue in an Amazon Connect instance | Read | |||
| DescribeQuickConnect | Grants permission to describe a quick connect in an Amazon Connect instance | Read | |||
| DescribeRoutingProfile | Grants permission to describe a routing profile in an Amazon Connect instance | Read | |||
| DescribeRule | Grants permission to describe a rule in an Amazon Connect instance | Read | |||
| DescribeSecurityProfile | Grants permission to describe a security profile in an Amazon Connect instance | Read | |||
| DescribeTrafficDistributionGroup | Grants permission to describe a traffic distribution group | Read | |||
| DescribeUser | Grants permission to describe a user in an Amazon Connect instance | Read | |||
| DescribeUserHierarchyGroup | Grants permission to describe a hierarchy group for an Amazon Connect instance | Read | |||
| DescribeUserHierarchyStructure | Grants permission to describe the hierarchy structure for an Amazon Connect instance | Read | |||
| DescribeVocabulary | Grants permission to describe a vocabulary in an Amazon Connect instance | Read | |||
| DisassociateApprovedOrigin | Grants permission to disassociate approved origin for an existing Amazon Connect instance | Write | |||
| DisassociateBot | Grants permission to disassociate a Lex bot for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy lex:DeleteResourcePolicy lex:UpdateResourcePolicy |
||
| DisassociateCustomerProfilesDomain [permission only] | Grants permission to disassociate a Customer Profiles domain for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:DeleteRolePolicy iam:DetachRolePolicy iam:GetPolicy iam:GetPolicyVersion iam:GetRolePolicy |
||
| DisassociateInstanceStorageConfig | Grants permission to disassociate instance storage for an existing Amazon Connect instance | Write | |||
| DisassociateLambdaFunction | Grants permission to disassociate a Lambda function for an existing Amazon Connect instance | Write |
lambda:RemovePermission |
||
| DisassociateLexBot | Grants permission to disassociate a Lex bot for an existing Amazon Connect instance | Write |
iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy |
||
| DisassociatePhoneNumberContactFlow | Grants permission to disassociate contact flow resources from phone number resources in an Amazon Connect instance | Write | |||
| DisassociateQueueQuickConnects | Grants permission to disassociate quick connects from a queue in an Amazon Connect instance | Write | |||
| DisassociateRoutingProfileQueues | Grants permission to disassociate queues from a routing profile in an Amazon Connect instance | Write | |||
| DisassociateSecurityKey | Grants permission to disassociate the security key for an existing Amazon Connect instance | Write | |||
| DismissUserContact | Grants permission to dismiss terminated Contact from Agent CCP | Write | |||
| GetContactAttributes | Grants permission to retrieve the contact attributes for the specified contact | Read | |||
| GetCurrentMetricData | Grants permission to retrieve current metric data for queues and routing profiles in an Amazon Connect instance | Read | |||
| GetCurrentUserData | Grants permission to retrieve current user data in an Amazon Connect instance | Read | |||
| GetFederationToken | Grants permission to federate into an Amazon Connect instance when using SAML-based authentication for identity management | Read | |||
| GetFederationTokens | Grants permission to federate into an Amazon Connect instance (Log in for emergency access functionality in the Amazon Connect console) | Write |
connect:DescribeInstance connect:ListInstances ds:DescribeDirectories |
||
| GetMetricData | Grants permission to retrieve historical metric data for queues in an Amazon Connect instance | Read | |||
| GetMetricDataV2 | Grants permission to retrieve metric data in an Amazon Connect instance | Read | |||
| GetPromptFile | Grants permission to get details about a prompt's presigned Amazon S3 URL in an Amazon Connect instance | Read | |||
| GetTaskTemplate | Grants permission to get details about specified task template in an Amazon Connect instance | Read | |||
| GetTrafficDistribution | Grants permission to read traffic distribution for a traffic distribution group | List | |||
| ListAgentStatuses | Grants permission to list agent statuses in an Amazon Connect instance | List | |||
| ListApprovedOrigins | Grants permission to view approved origins of an existing Amazon Connect instance | List | |||
| ListBots | Grants permission to view the Lex bots of an existing Amazon Connect instance | List | |||
| ListContactEvaluations | Grants permission to list contact evaluations in the specified Amazon Connect instance | List | |||
| ListContactFlowModules | Grants permission to list contact flow module resources in an Amazon Connect instance | List | |||
| ListContactFlows | Grants permission to list contact flow resources in an Amazon Connect instance | List | |||
| ListContactReferences | Grants permission to list references associated with a contact in an Amazon Connect instance | List | |||
| ListDefaultVocabularies | Grants permission to list default vocabularies associated with a Amazon Connect instance | List | |||
| ListEvaluationFormVersions | Grants permission to list versions of an evaluation form in the specified Amazon Connect instance | List | |||
| ListEvaluationForms | Grants permission to list evaluation forms in the specified Amazon Connect instance | List | |||
| ListHoursOfOperations | Grants permission to list hours of operation resources in an Amazon Connect instance | List | |||
| ListInstanceAttributes | Grants permission to view the attributes of an existing Amazon Connect instance | List | |||
| ListInstanceStorageConfigs | Grants permission to view storage configurations of an existing Amazon Connect instance | List | |||
| ListInstances | Grants permission to view the Amazon Connect instances associated with an AWS account | List |
ds:DescribeDirectories |
||
| ListIntegrationAssociations | Grants permission to list summary information about the integration associations for the specified Amazon Connect instance | List |
connect:DescribeInstance ds:DescribeDirectories |
||
| ListLambdaFunctions | Grants permission to view the Lambda functions of an existing Amazon Connect instance | List | |||
| ListLexBots | Grants permission to view the Lex bots of an existing Amazon Connect instance | List | |||
| ListPhoneNumbers | Grants permission to list phone number resources in an Amazon Connect instance | List | |||
| ListPhoneNumbersV2 | Grants permission to list phone number resources in an Amazon Connect instance | List | |||
| ListPrompts | Grants permission to list prompt resources in an Amazon Connect instance | List | |||
| ListQueueQuickConnects | Grants permission to list quick connect resources in a queue in an Amazon Connect instance | List | |||
| ListQueues | Grants permission to list queue resources in an Amazon Connect instance | List | |||
| ListQuickConnects | Grants permission to list quick connect resources in an Amazon Connect instance | List | |||
| ListRealtimeContactAnalysisSegments | Grants permission to list the analysis segments for a real-time analysis session | Read | |||
| ListRoutingProfileQueues | Grants permission to list queue resources in a routing profile in an Amazon Connect instance | List | |||
| ListRoutingProfiles | Grants permission to list routing profile resources in an Amazon Connect instance | List | |||
| ListRules | Grants permission to list rules associated with a Amazon Connect instance | List | |||
| ListSecurityKeys | Grants permission to view the security keys of an existing Amazon Connect instance | List | |||
| ListSecurityProfilePermissions | Grants permission to list permissions associated with security profile in an Amazon Connect instance | List | |||
| ListSecurityProfiles | Grants permission to list security profile resources in an Amazon Connect instance | List | |||
| ListTagsForResource | Grants permission to list tags for an Amazon Connect resource | Read | |||
| ListTaskTemplates | Grants permission to list task template resources in an Amazon Connect instance | List | |||
| ListTrafficDistributionGroups | Grants permission to list traffic distribution groups | List | |||
| ListUseCases | Grants permission to list the use cases of an integration association | List |
connect:DescribeInstance ds:DescribeDirectories |
||
| ListUserHierarchyGroups | Grants permission to list the hierarchy group resources in an Amazon Connect instance | List | |||
| ListUsers | Grants permission to list user resources in an Amazon Connect instance | List | |||
| MonitorContact | Grants permission to monitor an ongoing contact | Write | |||
| PutUserStatus | Grants permission to switch User Status in an Amazon Connect instance | Write | |||
| ReleasePhoneNumber | Grants permission to release phone number resources in an Amazon Connect instance | Write | |||
| ReplicateInstance | Grants permission to create a replica of an Amazon Connect instance | Write |
ds:AuthorizeApplication ds:CheckAlias ds:CreateAlias ds:CreateDirectory ds:CreateIdentityPoolDirectory ds:DeleteDirectory ds:DescribeDirectories ds:UnauthorizeApplication iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy |
||
| ResumeContactRecording | Grants permission to resume recording for the specified contact | Write | |||
| SearchAvailablePhoneNumbers | Grants permission to search phone number resources in an Amazon Connect instance or traffic distribution group | List | |||
| SearchHoursOfOperations | Grants permission to search hours of operation resources in an Amazon Connect instance | Read |
connect:DescribeHoursOfOperation |
||
| SearchPrompts | Grants permission to search prompt resources in an Amazon Connect instance | Read |
connect:DescribePrompt |
||
| SearchQueues | Grants permission to search queue resources in an Amazon Connect instance | Read |
connect:DescribeQueue |
||
| SearchQuickConnects | Grants permission to search quick connect resources in an Amazon Connect instance | Read |
connect:DescribeQuickConnect |
||
| SearchResourceTags | Grants permission to search tags used in an Amazon Connect instance | List | |||
| SearchRoutingProfiles | Grants permission to search routing profile resources in an Amazon Connect instance | Read |
connect:DescribeRoutingProfile |
||
| SearchSecurityProfiles | Grants permission to search security profile resources in an Amazon Connect instance | Read |
connect:DescribeSecurityProfile |
||
| SearchUsers | Grants permission to search user resources in an Amazon Connect instance | Read |
connect:DescribeUser |
||
| SearchVocabularies | Grants permission to search vocabularies in a Amazon Connect instance | List | |||
| StartChatContact | Grants permission to initiate a chat using the Amazon Connect API | Write | |||
| StartContactEvaluation | Grants permission to start an empty evaluation in the specified Amazon Connect instance, using the given evaluation form for the particular contact. The evaluation form version used for the contact evaluation corresponds to the currently activated version. If no version is activated for the evaluation form, the contact evaluation cannot be started | Write | |||
| StartContactRecording | Grants permission to start recording for the specified contact | Write | |||
| StartContactStreaming | Grants permission to start chat streaming using the Amazon Connect API | Write | |||
| StartForecastingPlanningSchedulingIntegration [permission only] | Grants permission to enable forecasting, planning, and scheduling integration on an Amazon Connect instance | Write | |||
| StartOutboundVoiceContact | Grants permission to initiate outbound calls using the Amazon Connect API | Write | |||
| StartTaskContact | Grants permission to initiate a task using the Amazon Connect API | Write | |||
| StopContact | Grants permission to stop contacts that were initiated using the Amazon Connect API. If you use this operation on an active contact the contact ends, even if the agent is active on a call with a customer | Write | |||
| StopContactRecording | Grants permission to stop recording for the specified contact | Write | |||
| StopContactStreaming | Grants permission to stop chat streaming using the Amazon Connect API | Write | |||
| StopForecastingPlanningSchedulingIntegration [permission only] | Grants permission to disable forecasting, planning, and scheduling integration on an Amazon Connect instance | Write | |||
| SubmitContactEvaluation | Grants permission to submit a contact evaluation in the specified Amazon Connect instance. Answers included in the request are merged with existing answers for the given evaluation. If no answers or notes are passed, the evaluation is submitted with the existing answers and notes. You can delete an answer or note by passing an empty object ( { }) to the question identifier | Write | |||
| SuspendContactRecording | Grants permission to suspend recording for the specified contact | Write | |||
| TagResource | Grants permission to tag an Amazon Connect resource | Tagging | |||
| TransferContact | Grants permission to transfer the contact to another queue or agent | Write | |||
| UntagResource | Grants permission to untag an Amazon Connect resource | Tagging | |||
| UpdateAgentStatus | Grants permission to update agent status in an Amazon Connect instance | Write | |||
| UpdateContact | Grants permission to update a contact in an Amazon Connect instance | Write | |||
| UpdateContactAttributes | Grants permission to create or update the contact attributes associated with the specified contact | Write | |||
| UpdateContactEvaluation | Grants permission to update details about a contact evaluation in the specified Amazon Connect instance. A contact evaluation must be in the draft state. Answers included in the request are merged with existing answers for the given evaluation. An answer or note can be deleted by passing an empty object ( { }) to the question identifier | Write | |||
| UpdateContactFlowContent | Grants permission to update contact flow content in an Amazon Connect instance | Write | |||
| UpdateContactFlowMetadata | Grants permission to update the metadata of a contact flow in an Amazon Connect instance | Write | |||
| UpdateContactFlowModuleContent | Grants permission to update contact flow module content in an Amazon Connect instance | Write | |||
| UpdateContactFlowModuleMetadata | Grants permission to update the metadata of a contact flow module in an Amazon Connect instance | Write | |||
| UpdateContactFlowName | Grants permission to update the name and description of a contact flow in an Amazon Connect instance | Write | |||
| UpdateContactSchedule | Grants permission to update the schedule of a contact that is already scheduled in an Amazon Connect instance | Write | |||
| UpdateEvaluationForm | Grants permission to update details about a specific evaluation form version in the specified Amazon Connect instance. Question and section identifiers cannot be duplicated within the same evaluation form | Write | |||
| UpdateHoursOfOperation | Grants permission to update hours of operation in an Amazon Connect instance | Write | |||
| UpdateInstanceAttribute | Grants permission to update the attribute for an existing Amazon Connect instance | Write |
ds:DescribeDirectories iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy logs:CreateLogGroup |
||
| UpdateInstanceStorageConfig | Grants permission to update the storage configuration for an existing Amazon Connect instance | Write |
ds:DescribeDirectories firehose:DescribeDeliveryStream iam:AttachRolePolicy iam:CreateServiceLinkedRole iam:PutRolePolicy kinesis:DescribeStream kms:CreateGrant kms:DescribeKey s3:GetBucketAcl s3:GetBucketLocation |
||
| UpdateParticipantRoleConfig | Grants permission to update participant role configurations associated with a contact | Write | |||
| UpdatePhoneNumber | Grants permission to update phone number resources in an Amazon Connect instance or traffic distribution group | Write | |||
| UpdatePrompt | Grants permission to update a prompt's name, description, and Amazon S3 URI in an Amazon Connect instance | Write |
kms:Decrypt s3:GetObject s3:GetObjectAcl |
||
| UpdateQueueHoursOfOperation | Grants permission to update queue hours of operation in an Amazon Connect instance | Write | |||
| UpdateQueueMaxContacts | Grants permission to update queue capacity in an Amazon Connect instance | Write | |||
| UpdateQueueName | Grants permission to update a queue name and description in an Amazon Connect instance | Write | |||
| UpdateQueueOutboundCallerConfig | Grants permission to update queue outbound caller config in an Amazon Connect instance | Write | |||
| UpdateQueueStatus | Grants permission to update queue status in an Amazon Connect instance | Write | |||
| UpdateQuickConnectConfig | Grants permission to update the configuration of a quick connect in an Amazon Connect instance | Write | |||
| UpdateQuickConnectName | Grants permission to update a quick connect name and description in an Amazon Connect instance | Write | |||
| UpdateRoutingProfileConcurrency | Grants permission to update the concurrency in a routing profile in an Amazon Connect instance | Write | |||
| UpdateRoutingProfileDefaultOutboundQueue | Grants permission to update the outbound queue in a routing profile in an Amazon Connect instance | Write | |||
| UpdateRoutingProfileName | Grants permission to update a routing profile name and description in an Amazon Connect instance | Write | |||
| UpdateRoutingProfileQueues | Grants permission to update the queues in routing profile in an Amazon Connect instance | Write | |||
| UpdateRule | Grants permission to update a rule for an existing Amazon Connect instance | Write | |||
| UpdateSecurityProfile | Grants permission to update a security profile group for a user in an Amazon Connect instance | Write | |||
| UpdateTaskTemplate | Grants permission to update task template belonging to a Amazon Connect instance | Write | |||
| UpdateTrafficDistribution | Grants permission to update traffic distribution for a traffic distribution group | Write | |||
| UpdateUserHierarchy | Grants permission to update a hierarchy group for a user in an Amazon Connect instance | Write | |||
| UpdateUserHierarchyGroupName | Grants permission to update a user hierarchy group name in an Amazon Connect instance | Write | |||
| UpdateUserHierarchyStructure | Grants permission to update user hierarchy structure in an Amazon Connect instance | Write | |||
| UpdateUserIdentityInfo | Grants permission to update identity information for a user in an Amazon Connect instance | Write | |||
| UpdateUserPhoneConfig | Grants permission to update phone configuration settings for a user in an Amazon Connect instance | Write | |||
| UpdateUserRoutingProfile | Grants permission to update a routing profile for a user in an Amazon Connect instance | Write | |||
| UpdateUserSecurityProfiles | Grants permission to update security profiles for a user in an Amazon Connect instance | Write | |||
Resource types defined by Amazon Connect
The following resource types are defined by this service and can be used in the
Resource
element of IAM permission policy statements. Each action in the
Actions table
identifies the resource types that can be specified with that action. A resource type can also define which condition keys you can include in a policy. These keys are displayed in the last column of the Resource types table. For details about the columns in the following table, see
Resource types table
.
| Resource types | ARN | Condition keys |
|---|---|---|
| instance |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}
|
|
| contact |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/contact/$
{
ContactId}
|
|
| user |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/agent/$
{
UserId}
|
|
| routing-profile |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/routing-profile/$
{
RoutingProfileId}
|
|
| security-profile |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/security-profile/$
{
SecurityProfileId}
|
|
| hierarchy-group |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/agent-group/$
{
HierarchyGroupId}
|
|
| queue |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/queue/$
{
QueueId}
|
|
| wildcard-queue |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/queue/*
|
|
| quick-connect |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/transfer-destination/$
{
QuickConnectId}
|
|
| wildcard-quick-connect |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/transfer-destination/*
|
|
| contact-flow |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/contact-flow/$
{
ContactFlowId}
|
|
| task-template |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/task-template/$
{
TaskTemplateId}
|
|
| contact-flow-module |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/flow-module/$
{
ContactFlowModuleId}
|
|
| wildcard-contact-flow |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/contact-flow/*
|
|
| hours-of-operation |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/operating-hours/$
{
HoursOfOperationId}
|
|
| agent-status |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/agent-state/$
{
AgentStatusId}
|
|
| wildcard-agent-status |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/agent-state/*
|
|
| legacy-phone-number |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/phone-number/$
{
PhoneNumberId}
|
|
| wildcard-legacy-phone-number |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/phone-number/*
|
|
| phone-number |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:phone-number/$
{
PhoneNumberId}
|
|
| wildcard-phone-number |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:phone-number/*
|
|
| integration-association |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/integration-association/$
{
IntegrationAssociationId}
|
|
| use-case |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/use-case/$
{
UseCaseId}
|
|
| vocabulary |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/vocabulary/$
{
VocabularyId}
|
|
| traffic-distribution-group |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:traffic-distribution-group/$
{
TrafficDistributionGroupId}
|
|
| rule |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/rule/$
{
RuleId}
|
|
| evaluation-form |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/evaluation-form/$
{
FormId}
|
|
| contact-evaluation |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/contact-evaluation/$
{
EvaluationId}
|
|
| prompt |
arn:$
{
Partition}:connect:$
{
Region}:$
{
Account}:instance/$
{
InstanceId}/prompt/$
{
PromptId}
|
Condition keys for Amazon Connect
Amazon Connect defines the following condition keys that can be used in the
Condition
element of an IAM policy. You can use these keys to further refine the conditions under which the policy statement applies. For details about the columns in the following table, see
Condition keys table
.
To view the global condition keys that are available to all services, see Available global condition keys .
| Condition keys | Description | Type |
|---|---|---|
| aws:RequestTag/${TagKey} | Filters access by using tag key-value pairs in the request | String |
| aws:ResourceTag/${TagKey} | Filters access by using tag key-value pairs attached to the resource | String |
| aws:TagKeys | Filters access by using tag keys in the request | ArrayOfString |
| connect:AttributeType | Filters access by the attribute type of the Amazon Connect instance | String |
| connect:InstanceId | Filters access by restricting federation into specified Amazon Connect instances | String |
| connect:MonitorCapabilities | Filters access by restricting the monitor capabilities of the user in the request | ArrayOfString |
| connect:SearchTag/${TagKey} | Filters access by TagFilter condition passed in the search request | String |
| connect:StorageResourceType | Filters access by restricting the storage resource type of the Amazon Connect instance storage configuration | String |


BKFC 9 live blog: Artem Lobov vs. Jason Knight 2
by Alexander K. LeeThis is the BKFC 9 live blog for Artem Lobov vs. Jason Knight 2, a bare-knuckle bout at Saturday’s BKFC event at Mississippi Coast Coliseum in Biloxi, Miss.
Lobov and Knight are both former UFC fighters. This will be a main event rematch of their bare-knuckle boxing match in April that Lobov won by unanimous decision.
Check out the BKFC 9 live blog below.
Round 1: Knight comes out firing a jab and Lobov is looking to counter. Counter-right by Lobov scores, he’s keeping Knight off of him for now. Straight right by Knight backs Lobov up. Step-in uppercut from Lobov lands, then a left hand. Knight using good head movement to avoid Lobov’s power. 1-2 by Lobov, Knight answers with a left hook. Pace picks up in the last 20 seconds, Knight has Lobov backed up against the ropes. Late punch to the body by Lobov.
MMA Fighting scores the round 10-9, Knight.
Round 2: Lobov attacking the body now to start. Overhand right by Lobov. There’s some redness on Lobov’s face. Knight is making great use of his reach and Lobov is catching air right now. Right hand lands clean for Knight and Lobov drops to a knee. He says he’s fine and the referee resumes the action after a short count. Straight right by Knight scores. Lobov only able to land glancing counters this round.
MMA Fighting scores the round 10-9, Knight. Overall, 20-18 Knight.
Round 3: In-and-out work by Knight to start round three again. Lobov looking to be more aggressive, a right hand scores. Hard left hand lands for Lobov, but Knight connects with a straight right almost simultaneously. Knight getting the better of the exchanges. Lobov still chasing. He lands a couple of solid punches in the closing seconds.
MMA Fighting scores the round 10-9, Lobov. Overall, 29-28 Knight.
Round 4: Knight avoids a couple of winging punches and he counters with his own. Lobov switches stances and fires a straight left to the body. He lands a trio of punches on an advancing Knight. Knight slips a few punches again and scores against a off-balance Lobov. Lobov swinging big, but not connecting. Not a lot of volume from Knight in this round. A close one.
MMA Fighting scores the round 10-9, Lobov. Overall, 38-38.
Round 5: They hug before the round starts. Knight coming out with fast hands, Lobov shelling up, both remain in the center of the ring.  He can’t get up and the referee has to wave it off. That’s a TKO win for Knight.
Official result: Jason Knight def. Artem Lobov via KO at 0:29 of round five


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Joint work by Marcin Mider$^*$, Paul Jenkins$^*$, Murray Pollock$^*$, Gareth Roberts$^*$ and Michael Sørensen$^{\Box}$
$^*$Univeristy of Warwick, Coventry, UK
$^{\Box}$University of Copenhagen, Copenhagen, Denmark
$X_t$ - stochastic process solving SDE:
$$dX_t=b(X_t)dt+\sigma(X_t)dW_t,\quad X_0=x_0,\quad t\in[0,T].$$
Heuristically: $X_{t+\Delta}-X_{t}\approx\mathcal{N}(b(X_t)\Delta,\sigma^2(X_t)\Delta)$.
Additionally condition on $X_T=x_T$
Model of the form:
$dX_t=b_{\theta}(X_t)dt+\sigma_{\theta}(X_t)dW_t,$
$\qquad\qquad t\in[0,T]$
Available discrete time observations $\mathcal{D}:=\{X_{t_i}\}_{i=0}^{N}$
Interested in inference for $\theta$
Unbiased combination of results from several MCMC chains run in a distributed computing environment
Technique for sampling diffusion bridges
Needs to scale to bridges with distant end-points (large $T$)
Needs to be unbiased
Allow for dependent samples (MCMC for paths)
Simple Diffusion Bridges (Bladt and Sørensen [2014])
Path Space Rejection Sampler (Beskos et al. [2005, 2006])
Path Space Rejection Sampler (Beskos et al. [2005, 2006])
$dX^{(1)}_t=\alpha_{\theta}(X^{(1)}_t)dt+dW_t$, $X_0^{(1)}=x_0$ $\quad dX^{(2)}_t=\alpha_{\theta}(X^{(2)}_t)dt+dW_t$, $X_0^{(2)}=x_T$
Proposals $\sim\unicode{x211A}$
Accept with probability: $$\frac{\frac{d\unicode{x2119}}{d\unicode{x211A}}(X^{(prop)})}{\frac{d\unicode{x2119}}{d\unicode{x211A}}(X^{(old)})}\wedge 1=\frac{1/\pi(X^{(prop)})}{1/\pi(X^{(old)})}\wedge 1$$
Where $\pi(X)$ - probability that $X$ is intersected by an auxiliary diffusion
Pseudo-marginal (Andrieu and Roberts [2009])
$\unicode{x1D59F}^{(prop)}$ - unbiased estimate for $1/\pi(X^{(prop)})$
Sample $(X^{(prop)},\unicode{x1D59F}^{(prop)})$ and accept with probability $\unicode{x1D59F}^{(prop)}/\unicode{x1D59F}^{(old)}\wedge 1$
Consider sequence of coin tosses: $U_i$, $i\in\unicode{x2115}_+$, $\unicode{x2119}(U_i=1)=\pi(X^{(prop)})$
$\unicode{x1D59F}^{(prop)}:=\inf\{i:U_i=1\}$
$\unicode{x1D59F}^{(prop)}\sim Geom(\pi(X^{(prop)}))$
So non-negative, unbiased estimate of $1/\pi(X^{(prop)})$
$dX_t=\frac{1}{2}\nabla\log\left[\left( 1+\frac{X_t^2}{v} \right)^{-\frac{v+1}{2}}\right]dt+dW_t,\quad t\in[0,T]$
Invariant distribution - t distribution


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Buy an overpriced Boring Company fire extinguisher! You can definitely buy one for less elsewhere, but this one comes with a cool sticker and the button is conveniently riiiight above.
Second element for CSS flexbox


| [Overview][Types][Classes][Procedures and functions] |
Source position: plua.pas line 46
procedure plua_RegisterMethod( |
l: Plua_State; |
aMethodName: AnsiString; |
MethodPtr: lua_CFunction; |
totable: Integer = LUA_GLOBALSINDEX |
); |
l |
|
PLua_State to work with. |
aMethodName |
|
Name of the method in the Lua environemnt. |
MethodPtr |
|
Address of the method to call. |
totable |
|
Table index to put the method into, if none is specified then LUA_GLOABLSINDEX is used. Thus, making the method global. |
Used to register a Pascal method (that follows the lua_CFunction standard) into the Lua environemnt.


A Panel Structural Break Threshold Granger Causality testing framework.
The goal of PSBTGC
is to provide a simple routine for Granger causality testing in a vector autoregressive (VAR) framework, which identifies and accommodates structural instabilities (in the form of either structural breaks or threshold effects, or both) in the presence of cross-sectional dependence.
You can install the development version of PSBTGC
from GitHub with:
# Download `PSBTGC`; private repository, requires `auth_token`.
devtools::install_github("amannj/PSBTGC",
ref = "master",
auth_token = auth_token,
force = TRUE
)
For more information and practical examples, please see the get started section of the package web page.