encompass | Bayes Impact 's Encompass Tool | Map library
kandi X-RAY | encompass Summary
kandi X-RAY | encompass Summary
Encompass is an analytics and mapping tool by Bayes Impact that enables policymakers, researchers, and consumer advocates to analyze how accessibility to social services varies across demographic groups. Inadequate and untimely access to health care services is a major barrier to health equity for disadvantaged communities. Existing tools used to map systems at this scale are prohibitively expensive, require significant amounts of manual data processing, and are too coarse in their analysis methods to accurately depict accessibility issues. We set out to build a solution that eliminates those barriers. This is an open-source project. We invite researchers, developers, and the public to contribute to our project. See below for details.
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QUESTION
Quarkus' Kafka-Streams extension provides a convenient way to start a pipeline. Necessary configuration options for the stream application, e.g., quarkus.kafka-streams.bootstrap-servers=localhost:9092
must be inserted in the application.properties
file for the encompassing project.
Quarkus also provides a pass-through option for a finer configuration. The documentation states:
All the properties within the kafka-streams namespace are passed through as-is to the Kafka Streams engine. Changing their values requires a rebuild of the application.
With that, we can for example pass-through a custom timestamp extractor (or any other configuration property that related to the streams configuration)
...ANSWER
Answered 2022-Apr-11 at 14:58You can just pass it using standard configuration for consumers and producers, prefixed with kafka-streams:
QUESTION
I'm new to python, I'm building a tree, this is my code:
...ANSWER
Answered 2022-Apr-09 at 20:06You should indeed use recursion for this, but your attempt is not adding any parentheses, and outputs line breaks.
For the base case -- when a node is None
-- the string should be "()". When the node is not None
, it is a matter of combining the recursive results of the two children with the node's own value.
Here is a function for that:
QUESTION
To provide a simple example, my problem is this:
I have a 2D array of 1
s and 0
s. Most of the grid is 0
s, but there are some 1
s scattered in there. I want to create a square that encompasses all of the 1's without any unnecessary space by finding the indexes of top-left and bottom-right elements of such a square.
I hope this helps visualize what I'm trying to do:
...ANSWER
Answered 2022-Apr-04 at 15:44You have to iterate over the given array and track minimum and maximum indices (of both outer array and inner arrays) of the element with a value of 1
.
In Java in need to initialize a local variable before you can access it. Therefore, all max
variables are initiated with a value of -1
and max
variables with a corresponding array length (invalid indices).
QUESTION
I have dataframe (df below) with two date columns, DATE_IN and DATE_OUT. I want to distribute this data on month (df_target). df_target has two columns, PERIOD consisting of all encompassing dates in df, and 'n', set to zero.
The idea is simple. If one ID has a a date range of 12 months, say between july 2015 and july 2016. Then I want to add 1 to each corresponding month in df_target.
...ANSWER
Answered 2022-Mar-31 at 14:54You can use pd.date_range
to expand dates between DATE_IN
and DATE_OUT
columns then explode it. Finally, use count unique values for each month.
QUESTION
TL;RD. I would like to inherit a trait from From
like this: pub trait VectorLike<'a, T: 'a + Clone>: From<&'a [T]> {}
but in such a way that VectorLike
doesn't have a lifetime parameter.
Loner version. I'm writing generic code that supports various vector kinds (e.g. standard Vec
and SmallVec
from the smallvec crate). In order for my functions to work with different vectors I'm making a trait that encompasses everything that is common to them. It goes like this:
ANSWER
Answered 2022-Mar-19 at 03:17Every reference in Rust must have an associated lifetime.
The reason you usually don't have to write them out is because the compiler is very good at lifetime elision.
Whenever this doesn't work, you need to carefully consider where the lifetime you need is actually coming form.
In this case, the constraint you're trying to impose can be though of as
"for any lifetime 'a
that you give me, VectorLike
implements From<&'a [T]>
".
This is a higher-ranked trait bound that can be expressed using for<'a>
syntax:
QUESTION
Given a query:
...ANSWER
Answered 2022-Mar-03 at 16:47Summary of comments above:
The MySQL client time includes the time it takes to transfer query results over the network, but the query profile time does not include network transfer time. Since the client that reports fast time is on an instance in AWS, and is therefore close to the RDS database, that is expected to have a better time.
The other client is on the OP's Mac, so data must transfer over the WAN. Depending on the length of the 1537 rows in the result set, it could easily account for the time difference.
Running some tests using ping
to check network latency from each client to the RDS server should reveal some of the difference. Here's an example on my laptop, pinging the Google DNS server:
QUESTION
I have been reading documentation on how the TUMBLINGWINDOW function is used along with the TIMSTAMP BY clause and can't seem to find a clear explanation on how the start date of a query which contains a TUMBLING WINDOW and TIMESTAMP BY field is calculated (must have missed it if it is present somewhere).
Here are the links to the documentation which I have been looking at:
- TUMBLING WINDOW https://docs.microsoft.com/en-us/stream-analytics-query/tumbling-window-azure-stream-analytics
- TIMESTAMP By https://docs.microsoft.com/en-us/stream-analytics-query/timestamp-by-azure-stream-analytics
I am quoting below the Time Consideration section in the TUMBLING WINDOW LINK (which is the primary source from which my question has arose)
Time Consideration"Every window operation outputs event at the end of the window. The windows of Azure Stream Analytics are opened at the window start time and closed at the window end time. For example, if you have a 5 minute window from 12:00 AM to 12:05 AM all events with timestamp greater than 12:00 AM and up to timestamp 12:05 AM inclusive will be included within this window. The output of the window will be a single event based on the aggregate function used with a timestamp equal to the window end time. The timestamp of the output event of the window can be projected in the SELECT statement using the System.Timestamp() property using an alias."
It mentions a 5 minute window however doesn't seem to go into detail about why the 5 minute windows are started at this time and most importantly how this would generalise.
Note: I understand that this point might have been out of scope for this documentation but I haven't managed to find a clear explanation of this elsewhere either.
Question(s)Say I have the following code (copied from docs with small modifications)
...ANSWER
Answered 2022-Feb-25 at 09:13From the documentation here: https://docs.microsoft.com/en-us/stream-analytics-query/windowing-azure-stream-analytics#understanding-windows
Every window operation outputs event at the end of the window. The windows of Azure Stream Analytics are opened at the window start time and closed at the window end time. For example, if you have a 5 minute window from 12:00 AM to 12:05 AM all events with timestamp greater than 12:00 AM and up to timestamp 12:05 AM inclusive will be included within this window. The output of the window will be a single event based on the aggregate function used with a timestamp equal to the window end time. The timestamp of the output event of the window can be projected in the SELECT statement using the System.Timestamp() property using an alias. Every window automatically aligns itself to the zeroth hour. For example, a 5 minute tumbling window will align itself to (12:00-12:05] , (12:05-12:10], ..., and so on.
If you have historical data that you want to output, you can set a custom query start time either as any point up to the max cache of your streaming source (ususally 7 days) or as at the point the query was last stopped, so you don't lose any data during maintenance windows.
The query, however, will only output data with a timestamp that is after the query start time.
Therefore, imagine that your first data has a timestamp of 2022-02-20 01:23:00
and your second a timestamp of 2022-02-21 15:08:00
. You start your streaming job as at 2022-02-21 14:00:00
, so your 10 minute windows base themselves on the midnight of the 21st and then progress in 10 minute windows from there. The query does not output anything until the 15:00 - 15:10
window of the 21st, as this is the first window that is both post your query start time and contains data. In this scenario you can see how the windows work and why your data with the 2022-02-20 01:23:00
timestamp would not be output.
QUESTION
I try to refactor python code written by someone else. QA does not want tabs, hence I replaced them by four whitespaces, but there were also a lot of tabs used inside the code, and not only for indentation at beginnings of lines.
Here is a sample piece of code:
...ANSWER
Answered 2022-Feb-15 at 09:11You can change [^\s]
to \S
and change [^\S]
to \s
and assert them instead using lookarounds.
If you match 1 or more spaces, and assert a single space to the right, you will keep 1 space when replacing with an empty string.
QUESTION
Subsequences functions give interesting results with the seqefsub function. I work on sequences composed of geographical locations. Is there a way to know whether the subsequence listed is a complete subsequence.
I provide an example.
...ANSWER
Answered 2022-Feb-03 at 08:28From what I understand, what you call "complete subsequences" are the sequences of distinct successive states.
The distinct successive states are obtained from the state sequences with seqdss
, and the frequencies of the sequences with seqtab
. So, we get frequencies of what you call "complete subsequences" with:
QUESTION
I'm building a script to retrieve certain events from my calendar and send an email for each qualifying event with a hyperlink to the event. For that I need event id, not icalUID. How do I get that? Here is my code (actual IDs and names were removed):
...ANSWER
Answered 2022-Feb-01 at 00:54From For that I need event id, not icalUID.
, when you want to retrieve the event ID, how about the following modification?
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