coast | closely patterned after Kafka 's topics
kandi X-RAY | coast Summary
kandi X-RAY | coast Summary
coast's streams are closely patterned after Kafka's topics: a stream has multiple partitions, and each partition has an ordered series of values. A stream can have any number of partitions, each of which has a unique key. You can create a stream by pulling data from a topic, but coast also has a rich API for building derivative streams: applying transformations, merging streams together, regrouping, aggregating state, or performing joins. Once you've defined a stream you like, you can give it a name and publish it out to another topic. By defining streams and networking them together, it's possible to express arbitrarily-complex dataflow graphs, including cycles and joins. You can use the resulting graphs in multiple ways: print it out as a GraphViz image, unit-test your logic using a simple in-memory implementation, or compile the graph to multiple Samza jobs and run it on a cluster.
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QUESTION
I have a long list of multi polygons in GeoPandas dataframe (Sample below) covering a large area
As you can see each Polygon has a value assigned to it
...ANSWER
Answered 2021-Jun-15 at 12:23- your sample data is not really usable for doing what you describe. Have used Northern Ireland geometry, population and COVID cases to demonstrate
- used
dissolve()
as you describe, have not bothered with fact some of the attributes cannot be summed (long and lat) - simpler to see through visualisation, so have provided plots as each stage
- updated to use pandas
cumsum()
functionality to sub-divide regions for each time population exceeds 300K - this dissolves C into 3 areas and E into 2 areas
QUESTION
I have a question related to regex pattern as I have a string as below:
...ANSWER
Answered 2021-Jun-13 at 15:41I am assuming that you will be replacing all the number in the string which only have a closing quote (missing opening one).
In that case you can use the following pattern matching.
QUESTION
I'm using Vue.js 3. I have here a simple code for routing and sending parameters.
Here is my Home.vue page
...ANSWER
Answered 2021-Jun-08 at 03:01Updated
$route.params
returns String
as default where as your id
in store.js
is Number
.
Therefore
QUESTION
My dataset, sharks for example, contains a variable of the species name, classified as a factor, and a variable month, also classified as a factor. What I want to do is create a separate bar chart for each month to show the number of each species caught in that month. Alternatively, a single stacked bar chart to show all 12 months. I've started a ggplot code, however, I don't know what to use as the y variable, as that should be the count for each species.
...ANSWER
Answered 2021-May-26 at 04:47You can use count
to find the count of Species in each month. Try -
QUESTION
I am getting a warning in this form:
...ANSWER
Answered 2021-May-11 at 11:53In OpenMDAO V3.9.0 a feature was added that detects rows and columns of all 0 in the total derivative Jacobian. A row of all 0's means that an objective or constraint is not impacted by any of the design variables. A column of all 0's means that a design variable does not impact any constraint or objective values.
Both of these situations are potentially problematic. A 0 column means that there are less degrees of freedom than you might think, since that DV doesn't affect anything. This isn't fatal, but it is still something that is worth warning a user about.
A 0 row is much more problematic. If it the row is associated with a constraint, it means the optimizer has no ability to satisfy that constraint. You may get "lucky" and find that the constraint happens that the constraint happens to be satisfied at the initial condition anyway, and so you can technically solve the optimization problem (your specific case is likely one of these). However, mathematically the problem is singular, and unless the optimizer you using has specific code to handle this corner case it can make things difficult.
One of the primary reasons this feature was added was that the OpenMDAO dev team noticed that Dymos users were particularly prone to accidentally creating 0 rows when adding linkage and path constraints. Often these 0 rows seem to not cause harm, but we have definitely also seen cases where they give the optimizer fits. The warning helps you identify the problem so you can correct it.
In this case, it looks like you have two separate 0 rows.
traj.linkages.stage_1_grav_turn:alpha_final|coast_1:alpha_initial
means that none of the design variables you've given to the optimizer affect that constraint. Likely this means that you have specified bothalpha_final
andalpha_initial
as fixed_final and fixed_initial respectively. You're getting away with it because the initial conditions you provided must have both alphas equal by construction. You would still be better off either removing the constraint, or adding at least one end of the linkage or the other as a design variable.traj.phases.stage_1_maneuver.path_constraints.path:q_alpha
means that at least one of the entries in your path constraint is not affected by any DV. It is likely not the entire path constraint, but just one end of it that is fixed because its computed from fixed boundary conditions. In this case, you can simply add indices to theadd_path_constraint
call to exclude the first or last point from the constraint.
Since your optimization is running, the 0 rows aren't killing you. However, its good practice to clean this up. It's possible that not having them will improve performance now, or it may save you from a future situation where the optimization "mysteriously" stops working because you somehow trigger a situation where the optimizer can no longer handle the 0 rows.
QUESTION
hope everyone is doing well in these hard times. I am trying to plot the track of a cyclone with scatter points over a base map. I was successful in plotting it, but what I want is want the scatter plots to be plotted with different colors according to a certain range, such as less than 17 knots in color black, between 17-27 knts blue, between 27-33 cyan, between 33-47 green, between 47-63 orange and greater than 120 knots red. I was able to plot the scatter with various colors but not according to the range. So if anyone can help me by showing me how to do it it will be much appreciated. The code I have used and the plot generated is attached below.
...ANSWER
Answered 2021-Apr-28 at 06:33You can use ListedColormap
with BoundaryNorm
to generate your custom discrete colorbar. Here is an example using cartopy
:
QUESTION
I am trying to write a function to calculate R1 lexical richness measure. The formula is as follows:
R1 = 1 - ( F(h) - h*h/2N) )
where N is the number of tokens, h is the Hirsch point, and F(h) is the cumulative relative frequencies up to that point. my actual data is in the same format as the data below:
...ANSWER
Answered 2021-Apr-21 at 08:26Order them by the integer values in the element names, after stripping the "text" part.
QUESTION
I'd like to know how to do 2 execution plans: "traditional" execution plan joins (A with B) and then C. The "new" plan joins (A with B) then (A with C) and then joins the result of those joins so there would be 3 joins. How would I code the traditional and new plan in Oracle SQLPlus given the code below? I also need to measure the time complexity of both methods to show that the new plan takes less time, which I believe I just do with set timer on; The joins can be on whatever attributes work. Same with select statements. I made a artist, b album, c track, and d played.
Here's the database:
...ANSWER
Answered 2021-Apr-18 at 06:13Your question doesn't make a lot of sense, because it's imposing bizarre restrictions that we can't really assess, but I don't mind telling you how to join two joins
You already know how to join three tables in the normal/traditional/sensible sense. Here's how to join them as you ask:
QUESTION
To prevent older version overwrite new version, in this simple function:
...ANSWER
Answered 2021-Apr-17 at 00:00You should use timestamptz
(timestamp with time zone
) instead of timestamp
(timestamp without time zone
) to avoid any time zone confusion. In the table, in the function, in the whole food chain. Values are always stored as UTC time internally then, and comparisons work correctly automatically (comparing points in time independent of time zones).
See:
Either way, both types have microsecond resolution, i.e. 6 factional decimal digits. Your first example got truncated somehow, possibly by your client in the display.
QUESTION
I have list1 let's say:
...ANSWER
Answered 2021-Apr-17 at 19:53If there is no spaces in "list 2" items. This way you can.
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