All Plugin Functions

All the functions available on this instance of nadi, are listed here.

Env Functions

Plugin	Function	Help
`ATTRS`	`float_div`	Float Division (same as / operator)
`ATTRS`	`float_mult`	Float Multiplication (same as * operator)
`ATTRS`	`get`	get the choosen attribute from Array or AttrMap
`ATTRS`	`is_none`	check for none value
`ATTRS`	`keys`	keys of the attribute map
`ATTRS`	`none`	None function that returns None
`ATTRS`	`parse_attr`	Parse attribute from string
`ATTRS`	`parse_attrmap`	Parse attribute map from string
`ATTRS`	`strmap`	map values from the attribute based on the given table
`ATTRS`	`values`	values of the attribute map
`COMMAND`	`command`	Runs a command in terminal and returns attribute map
`COMMAND`	`set_shell_env`	Set environment variable in the shell
`COMMAND`	`shell_env`	Get environment variable from the shell
`CORE`	`append`	append a value to an array
`CORE`	`array`	make an array from the arguments
`CORE`	`assert_eq`	Assert the two values are equal
`CORE`	`assert_neq`	Assert the two values are not equal
`CORE`	`assert`	Assert the condition is true
`CORE`	`attrmap`	make an attrmap from the arguments
`CORE`	`concat`	Concat the strings
`CORE`	`count_str`	Get a count of unique string values
`CORE`	`count`	Count the number of true values in the array
`CORE`	`day`	day from date/datetime
`CORE`	`drop_nan`	append a value to an array
`CORE`	`flatten`	flatten the given list of arrays into a single one
`CORE`	`float`	make a float from value
`CORE`	`hour`	hour from time/datetime
`CORE`	`insert`	Insert a key and value to a attrmap
`CORE`	`int`	make an int from the value
`CORE`	`isinf`	check if a float is +/- infinity
`CORE`	`isna`	check if a float is nan
`CORE`	`json`	format the attribute as a json string
`CORE`	`len`	length of an array or hashmap
`CORE`	`max_num`	Minimum of the variables
`CORE`	`max`	Maximum of the variables
`CORE`	`min_num`	Minimum of the variables
`CORE`	`min`	Minimum of the variables
`CORE`	`minute`	minute from time/datetime
`CORE`	`month`	month from date/datetime
`CORE`	`nanosecond`	nanosecond from time/datetime
`CORE`	`now`	get the current date time
`CORE`	`prod`	Product of the variables
`CORE`	`range`	Generate integer array, end is not included
`CORE`	`second`	second from time/datetime
`CORE`	`str_quote`	Convert string to double quoted form
`CORE`	`str`	make a string from value
`CORE`	`sum`	Sum of the variables
`CORE`	`timediff`	get the current date time
`CORE`	`to_attrmap`	make an attrmap from a list of (k, v)
`CORE`	`today`	get the current date
`CORE`	`type_name`	Type name of the arguments
`CORE`	`unique_str`	Get a list of unique string values
`CORE`	`unique`	Get a list of unique attribute values (only primitives)
`CORE`	`year`	year from date/datetime
`CORE`	`zip`	make an array combining the arrays from arguments
`DEBUG`	`clip`	Echo the `----8<----` line for clipping syntax
`DEBUG`	`debug`	Print the args and kwargs on this function
`DEBUG`	`echo`	Echo the string to stdout or stderr
`DEBUG`	`sleep`	sleep for given number of milliseconds
`FILES`	`exists`	Checks if the given path exists
`FILES`	`from_file`	Reads the file contents as string
`FILES`	`line`	Checks if the given path exists
`FILES`	`to_file`	Writes the string to the file
`LOGIC`	`all`	check if all of the bool are true
`LOGIC`	`and`	Boolean and
`LOGIC`	`any`	check if any of the bool are true
`LOGIC`	`eq`	Equality than check
`LOGIC`	`gt`	Greater than check
`LOGIC`	`ifelse`	Simple if else condition
`LOGIC`	`lt`	Less than check
`LOGIC`	`not`	boolean not
`LOGIC`	`or`	boolean or
`MATH`	`exp`	Exponential
`MATH`	`log`	Logarithm of a value, natural if base not given
`MATH`	`powf`	Float power
`MATH`	`powi`	Integer power
`MATH`	`sqrt`	Square Root
`OPTIMUM`	`uniform_crossing_over`	Crossing over of linear genes from two parent given uniform probability
`RANDOM`	`random_bool`	Random bool given uniform probability
`REGEX`	`str_count`	Count the number of matches of given pattern in the string
`REGEX`	`str_filter`	Filter from the string list with only the values matching pattern
`REGEX`	`str_find_all`	Find all the matches of the given pattern in the value
`REGEX`	`str_find`	Find the given pattern in the value
`REGEX`	`str_join`	Join the list of strings with the given string
`REGEX`	`str_match`	Check if the given pattern matches the value or not
`REGEX`	`str_replace`	Replace the occurances of the given match
`REGEX`	`str_split`	Split the string with the given pattern
`RENDER`	`render`	Render the template based on the node attributes
`TS`	`timeseries`	build timeseries from timeline and series
`TS`	`ts_timeline`	Get timeline of the timeseries as Series of strings
`VISUALS`	`image`
`VISUALS`	`svg_open_multi`
`VISUALS`	`svg_open`
`VISUALS`	`svg_settings`	Generate the margins for the SVGs
`csv`	`count_data`	Count the number of data in a column from a CSV file
`csv`	`count_usgs_years`	Count the number of data in a column from a CSV file
`csv`	`schema`	List the columns in a CSV file
`dss`	`list_catalog`	List the catalog of the dss file
`dss`	`load_series`
`dss`	`save_series`
`gis`	`features_count`	Show the fields in the GIS file layer as a list
`gis`	`fields`	Show the fields in the GIS file layer as a list
`gis`	`layers`	Show the layers of the GIS file as a list
`gis`	`line`	Show the layers of the GIS file as a list
`gis`	`values`	Returns the values from a feature in a GIS file from its index
`typst`	`compile`	convert the typst content into pdf/svg/png
`typst`	`svg2pdf`	convert the svg content into pdf or png (or svg)

Node Functions

Plugin	Function	Help
`ATTRS`	`del_attrs`	Delete attributes from the given node
`ATTRS`	`first_attr`	Return the first Attribute that exists
`ATTRS`	`get_attr`	Retrive attribute
`ATTRS`	`get_attrs`	Retrive multiple attributes
`ATTRS`	`has_attr`	Check if the attribute is present
`ATTRS`	`load_attrs`	Loads attrs from file for all nodes based on the given template
`ATTRS`	`load_toml_render`	Set node attributes by loading a toml from rendered template
`ATTRS`	`print_all_attrs`	Print all attrs in a node
`ATTRS`	`print_attrs`	Print the given node attributes if present
`ATTRS`	`set_attrs_ifelse`	if else condition with multiple attributes
`ATTRS`	`set_attrs_render`	Set node attributes based on string templates
`ATTRS`	`set_attrs`	Set node attributes
`COMMAND`	`command`	Run the given template as a shell command.
`COMMAND`	`run`	Run the node as if it’s a command if inputs are changed
`CONN`	`move_aside`	Move the node to the side so that its inputs go to the output
`CORE`	`has_output`	Node has an output or not
`CORE`	`inputs_attr`	Get attributes of the input nodes
`CORE`	`inputs_count`	Count the number of input nodes in the node
`CORE`	`inputs_map`	Get attributes of the input nodes in map format
`CORE`	`output_attr`	Get attributes of the output node
`FILES`	`exists`	Checks if the given path exists when rendering the template
`RENDER`	`render`	Render the template based on the node attributes
`SERIES`	`set_series`	set the following series to the node
`SERIES`	`sr_count`	Number of series in the node
`SERIES`	`sr_delete`	Delete the series with the given name
`SERIES`	`sr_dtype`	Type name of the series
`SERIES`	`sr_fill`	Fill the series with a value
`SERIES`	`sr_get`	get nth member of a series
`SERIES`	`sr_len`	Length of the series
`SERIES`	`sr_list`	List all series in the node
`SERIES`	`sr_max`	Get maximum value of the series
`SERIES`	`sr_mean`	Mean of a series values
`SERIES`	`sr_min`	Get minimum value of the series
`SERIES`	`sr_sort`	Sort an series
`SERIES`	`sr_sum`	Sum of the series values
`SERIES`	`sr_to_array`	Make an array from the series if it’s complete
`TS`	`ts_complete`	Convert the timeseries to complete if it doesn’t have gaps
`TS`	`ts_count`	Number of timeseries in the node
`TS`	`ts_delete`	Delete the timeseries with the given name
`TS`	`ts_dtype`	Type name of the timeseries
`TS`	`ts_len`	Length of the timeseries
`TS`	`ts_list`	List all timeseries in the node
`TS`	`ts_print`	Print the given timeseries values in csv format
`VISUALS`	`get_xy`
`VISUALS`	`set_xy`
`csv`	`column`	read a single column from a CSV file
`csv`	`node_name`	Example Node function for the plugin

Network Functions

Plugin	Function	Help
`ATTRS`	`nodemap`	Generate attribute map for the given attribute for the nodes
`ATTRS`	`set_attrs_render`	Set network attributes based on string templates
`ATTRS`	`set_attrs`	Set network attributes
`ATTRS`	`set_node_attrs`	Set node attributes in a network using a attrmap or array
`COMMAND`	`command`	Run the given template as a shell command.
`COMMAND`	`parallel`	Run the given template as a shell command for each nodes in the network in parallel.
`CONN`	`load_edges`	Load the given edges as a network
`CONN`	`load_file`	Load the given file into the network
`CONN`	`load_str`	Load network from the given string
`CONN`	`save_file`	Save the network into the given file
`CONN`	`subset_from`	Take a subset of network by taking the given node as a new outlet
`CONN`	`subset_largest`	Take a subset of network by only including the largest blob of connected nodes
`CONN`	`subset`	Take a subset of network by only including the selected nodes
`CORE`	`count`	Count the number of nodes in the network
`CORE`	`net_leaves`	Get the name of the leaf nodes
`CORE`	`net_roots`	Get the name of the outlet nodes
`CORE`	`node_attr`	Get the attr of the provided node
`CORE`	`node_map`	Get a attrmap with node name and attributes
`GVIZ`	`load_positions`	Load Node positions from the graphviz file
`GVIZ`	`save_gv`	Save the network as a graphviz file
`RENDER`	`render_nodes`	Render each node of the network and combine to same variable
`RENDER`	`render_template`	Render a File template for the nodes in the whole network
`RENDER`	`render`	Render from network attributes
`TABLE`	`save_csv`	Save CSV
`TABLE`	`table_to_markdown`	Render the Table as a rendered markdown
`TS`	`series_csv`	Write the given nodes to csv with given attributes and series
`TS`	`ts_print_csv`	Save timeseries from all nodes into a single csv file
`VISUALS`	`flatten`
`VISUALS`	`set_nodesize_attrs`	Set the node size of the nodes based on the attribute value
`VISUALS`	`svg_save`	Exports the network as a svg
`VISUALS`	`svg_ts_blocks`
`cairo`	`network`	Create a SVG file with the given network structure
`cairo`	`table`	Create a SVG file with the given network structure
`csv`	`load_series`	Load series values to nodes
`csv`	`load_timeseries`	Load timeseries values to nodes
`gis`	`load_attrs`	Load node attributes from a GIS file
`gis`	`load_network`	Load network from a GIS file
`gis`	`save_connections`	Save GIS file of the connections
`gis`	`save_nodes`	Save GIS file of the nodes
`typst`	`table`	Generate Typst code for given Table

Keyboard shortcuts

Network Analysis and Data Integration (NADI)

All Plugin Functions

Env Functions

Node Functions

Network Functions