Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and control systems to provide a platform to facilitate implementation of an interface, and, more specifically, to a computing and data storage platform that implements specialized logic to predict an action based on content in electronic messages, at least one action being a responsive electronic message. In some examples, a method may include receiving data representing an electronic message with an electronic messaging account, identifying one or more component characteristics associated with one or more components of the electronic message, characterizing the electronic message based on the one or more component characteristics to classify the electronic message for a response as a classified message, causing a computing device to perform an action to facilitate the response to the classified message, and the like.

Abstract: Vaporizer device features capable of improving on current approaches to mitigating against device damage or inoperability occurring from liquid exposure (e.g. exposure to liquid vaporizable material possibly affecting a pressure sensor, internal electronic circuitry, and/or electrical contact pins) are described.

Abstract: An electronic system for increasing the speed of preparing data with a specified data quality for storage by automatically identifying for a user, with minimal user input, common contexts among (i) fields in disparate datasets, and (ii) names the user has specified as potentially describing the fields, and by using those common contexts to govern the disparate datasets prior to storage to ensure the specified data quality.

Abstract: A position verification sensor produces a discrete output for determining an accuracy of mutual mechanical positioning with a key and includes: a substratum; a housing; a receiver pad that: receives contact with the key; produces a target output in contact with the key; and produces a null output in absence of contact with the key; an aperture cap having: a cap surface; and the keyway aperture that selectively communicates the key; and a compliant member that: rests in a primary position in an absence of the key disposed on the cap surface; receives the depression force from the aperture cap; reciprocatively depresses, from the primary position to a depressed position, in response to receiving the depression force and being pushed by the depression force from the key; and reciprocatively returns, from the depressed position to the primary position, when the key is removed from contact with the aperture cap.

Abstract: A method for displaying differences between a first executable dataflow graph and a second executable dataflow graph includes comparing a specification of the first executable dataflow graph and a specification of the second executable dataflow graph, including at least one of identifying a particular node or link of the first dataflow graph that does not correspond to any node or link of the second dataflow graph; and identifying a first node or link of the first dataflow graph that corresponds to a second node or link of the second dataflow graph, and identifying a difference between the first node or link and the second node or link. The method includes formulating and displaying a graphical representation of at least some of the nodes or links of the first dataflow graph or the second dataflow graph, the graphical representation including a graphical indicator of at least one of the identified particular node or link the identified difference between the first node or link and the second node or link.

Abstract: Systems and methods are for executing, by a data processing system, a workflow to process results data indicating an output of a data quality test on data records by generating, responsive to receiving the results data and metadata describing the results data, a data quality issue associated with a state and one or more processing steps of the workflow to resolve a data quality error associated with the data quality test. Operations include generating a workflow for processing results data based a state specified by a data quality issue. Generating the workflow includes: assigning, based on the results data and the state of the data quality issue, an entity responsible for resolving the data quality error; determining, based on the metadata, one or more actions for satisfying the data quality condition specified in the data quality test; and updating the state associated with the data quality issue.

Abstract: A method and system for automated in-line inspection of optically transparent material is disclosed herein. The method includes illuminating a top and bottom surface of the optically transparent material with at least one sheet of light and then generating an image based on light that is received by an imaging device. The image that is generated may either be a bright field image or a dark field image.

Abstract: Mapping data stored in a data storage system for use by a computer system includes processing specifications of dataflow graphs that include nodes representing computations interconnected by links representing flows of data. At least one of the dataflow graphs receives a flow of data from at least one input dataset and at least one of the dataflow graphs provides a flow of data to at least one output dataset. A mapper identifies one or more sets of datasets. Each dataset in a given set matches one or more criteria for identifying different versions of a single dataset. A user interface is provided to receive a mapping between at least two datasets in a given set. The mapping received over the user interface is stored in association with a dataflow graph that provides data to or receives data from the datasets of the mapping.

Abstract: An apparatus for purifying diamond CBD oil crystals. A cylindrical glass or metal vessel is provided and supported by least one support post, the vessel having an upper portion and a lower surface having laser etched nucleation sites for initiating crystal growth. A removable head is engageable with the upper portion of the vessel, the head having an uppermost portion and a plurality of ports extending therethrough. A pressurized nitrogen tank is operatively connected to a port of the head, as is a pressure gauge. A safety valve is disposed at the uppermost portion of the head. Optionally, an inline desiccant chamber is also operatively connected to the head. The apparatus crystalizes cannabinoids in either a solventless process or a solvent process.

Abstract: A storage system for footwear includes two container portions having open mouths formed by container walls. The container portions each include a footwear retainer configured to hold respective articles of footwear. One of the two container portions includes one or more magnets coupled to a peripheral edge of the respective open mouth and the other of the two includes a corresponding ferromagnetic portion configured to mate with the one or more magnets. The one or more magnets selectively hold the open mouths of the container portions together in a biased closure.

Abstract: A method and system for automated in-line inspection of optically transparent material is disclosed herein. The method includes illuminating a top and bottom surface of the optically transparent material with at least one sheet of light and then generating an image based on light that is received by an imaging device. The image that is generated may either be a bright field image or a dark field image.

Abstract: A method for displaying differences between a first executable dataflow graph and a second executable dataflow graph includes comparing a specification of the first executable dataflow graph and a specification of the second executable dataflow graph, including at least one of identifying a particular node or link of the first dataflow graph that does not correspond to any node or link of the second dataflow graph; and identifying a first node or link of the first dataflow graph that corresponds to a second node or link of the second dataflow graph, and identifying a difference between the first node or link and the second node or link. The method includes formulating and displaying a graphical representation of at least some of the nodes or links of the first dataflow graph or the second dataflow graph, the graphical representation including a graphical indicator of at least one of the identified particular node or link the identified difference between the first node or link and the second node or link..

Abstract: An apparatus for purifying diamond CBD oil crystals. A cylindrical glass or metal vessel is provided and supported by least one support post, the vessel having an upper portion and a lower surface having laser etched nucleation sites for initiating crystal growth. A removable head is engageable with the upper portion of the vessel, the head having an uppermost portion and a plurality of ports extending therethrough. A pressurized nitrogen tank is operatively connected to a port of the head, as is a pressure gauge. A safety valve is disposed at the uppermost portion of the head. Optionally, an inline desiccant chamber is also operatively connected to the head. The apparatus crystalizes cannabinoids in either a solventless process or a solvent process.

Abstract: A grain facility has a grain receiving station and a grain transport line with a grain elevator, a distributor with at least one input spout, and at least one grain bin. The grain transport line moves grain from the grain receiving station to one of the at least one grain bins and the distributor directs the grain to a selected bin of the at least one grain bin. The grain facility further includes an optical sensing system having at least one optical sensor positioned in the grain transport line at or before the distributor, wherein the optical sensing system senses the type of grain in the grain transport line. A control system determines if the grain passing through the grain transport line is suitable for the selected grain bin and produces an alarm if the grain in the grain transport line is not suitable for the selected grain bin.

Abstract: User input is received specifying components of a graph-based program specification. User input is received specifying links, at least some connecting an output port of an upstream component to an input port of a downstream component. The graph-based program specification is processed to identify one or more subsets of the components, including: identifying one or more subset entry points and one or more subset exit points that occur between components in different subsets based at least in part on data processing characteristics of linked components, and forming the subsets based on the identified subset entry points and exit points. A visual representation of the formed subsets is rendered within a user interface. Prepared code is generated for each formed subset that when used for execution by a runtime system causes processing tasks corresponding to the components in each formed subset to be performed.

Abstract: A method and apparatus for autofocussing an imaging device, such as an optical microscope, and dynamic focus tracking of the imaging device is disclosed herein. The apparatus includes a electrically tunable lens that is located within the apparatus such that auto-focussing can be achieved without disrupting or corrupting the image being generated or registered on the imaging device.

Abstract: In one embodiment, a method executed by a computing system, comprising: receiving pixel samples from three-dimensional (3D) data corresponding to one or more images comprising one or more animals; fitting curves for the received pixel samples; deriving parameters from the curves; determining measurements based on variations in the parameters; and estimating a weight of the one or more animals by applying one or more regression algorithms to the measurements.

Abstract: A graph-based program specification includes components corresponding to tasks and directed links between ports of the components, including: a first type of link configuration defined by respective output and input ports of linked components, and a second type of link configuration defined by respective output and input ports of linked components. A compiler recognizes different types of link configurations and provides in a target program specification occurrences of a target primitive for executing a function for each occurrence of a data element flowing over a link of the second type. A computing node initiates execution of the target program specification, and determines at runtime, for components associated with the occurrences of the target primitive, an order in which instances of tasks corresponding to the components are to be invoked, and/or a computing node on which instances of tasks corresponding to the components are to be executed.

Abstract: A method for displaying differences between a first executable dataflow graph and a second executable dataflow graph includes comparing a specification of the first executable dataflow graph and a specification of the second executable dataflow graph, including at least one of identifying a particular node or link of the first dataflow graph that does not correspond to any node or link of the second dataflow graph; and identifying a first node or link of the first dataflow graph that corresponds to a second node or link of the second dataflow graph, and identifying a difference between the first node or link and the second node or link. The method includes formulating and displaying a graphical representation of at least some of the nodes or links of the first dataflow graph or the second dataflow graph, the graphical representation including a graphical indicator of at least one of the identified particular node or link the identified difference between the first node or link and the second node or link.

Abstract: Mapping data stored in a data storage system for use by a computer system includes processing specifications of dataflow graphs that include nodes representing computations interconnected by links representing flows of data. At least one of the dataflow graphs receives a flow of data from at least one input dataset and at least one of the dataflow graphs provides a flow of data to at least one output dataset. A mapper identifies one or more sets of datasets. Each dataset in a given set matches one or more criteria for identifying different versions of a single dataset. A user interface is provided to receive a mapping between at least two datasets in a given set. The mapping received over the user interface is stored in association with a dataflow graph that provides data to or receives data from the datasets of the mapping.