I want to sort dataset (netcdf file) along time dimension for each year and then average them. Problem is that dask only supports 'topk' sorting, which consumes all the memory if include whole range of values. Xarray only supports sorting of 1D arrays. Numpy sort does the job but it also consumes memory. Is there any way to sort whole large dataset across some axis with dask to reduce memory footprint?
Related Questions in SORTING
- How to sort a multi-dimensional array by the second array in descending order?
- Ignore #VALUE! error in SORT function
- What is the code of the sorted function?
- Pull out first occurrences from array
- how to keep 10 biggest integer while reading a list in java?
- IQueryable<T> OrderBy<T> Extension Fails with Foreign Key Property
- Anagram test using C++ having compile time error
- How to sort a nested dictionary by the a nested value?
- sort through text file numerically by numbers in column
- Python elegant way to sort numerically named directories
- sorting all data on multiple pages by clicking on its header
- Sort oberservableArray by multiple parameters
- 2D array, sort rows by sum
- sorting RDD elements
- Less beautifier - format code
Related Questions in DASK
- What is the most efficient way to utilize dask multiprocessing scheduler if data flow between tasks is big?
- Dask: outer join read from multiple csv files
- How to terminate workers started by dask multiprocessing scheduler?
- Killed/MemoryError when creating a large dask.dataframe from delayed collection
- Can a dask dataframe with a unordered index cause silent errors?
- Converting a correlateion coefficient function from NumPy to Dask
- Add custom links to www-interface of dask distributed scheduler
- dask and parallel hdf5 writing
- Read Directory of Timeseries CSV data efficiently with Dask DataFrame and Pandas
- How do I persist dask-DAGs on distributed cluster accross multiple calls and keep intermediate results?
- Default pip installation of Dask gives "ImportError: No module named toolz"
- Python Datashader to plot large 2D arrays of points
- How to efficiently submit tasks with large arguments in Dask distributed?
- How to set up logging on dask distributed workers?
- How to zero out all entries of a dask array less than the top k
Related Questions in PYTHON-XARRAY
- Why is 'invalid value encountered in greater' warning thrown in python xarray for nan? Shouldn't the nan commute without any issues?
- How do I use xarray groupby_bins to group by a time array?
- xarray with masked arrays while preserving integer dtypes
- python-xarray: rolling mean example
- IntelliJ IDEA issue: xarray & pyparsing exception on import
- Read grib2 file with xarray
- Increase Dimensionality of a xarray from coordinates
- using xarray.apply(np.nansum) with args
- how to use xarray like pandas panel when adding new items
- Apply function on coordinate pair along particular axis using multiple variables in Xarray
- replace inf values with 0 in netcdf in python
- xarray, indexing with multidimensional coordinates
- How to reduce/free memory when using xarray datasets?
- How can I efficiently calculate the first instance of a value in an axis in Dask/xarray?
- TypeError: Cannot cast array data from dtype('float64') to dtype('<U32') according to the rule 'safe'
Related Questions in DASK-DELAYED
- Dask Delayed ignores name for dependent variables
- Dask: How to use delayed functions with worker resources?
- How to improve efficiency on parallel loops in Python
- Sorting dataset along axis with dask
- How to tackle Dask unmanaged memory in Windows OS when using delayed functions?
- Dask: How to submit jobs to only two processes in a LocalCluster?
- How many dask jobs per worker
- How to concat on axis=1 with Dask delayed? (simplified)
- Dask : 'DataFrame' object has no attribute '_meta'
- dask handle delayed failures
- Large Dask Processes Fail When Creating and Storing DataFrame
- dask broadcast variable fails with key error when calculating subset of pandas dataframe
- Reading large volume data from Teradata using Dask cluster/Teradatasql and sqlalchemy
- How could I make my code work parallelize with dask?
- Synchronize dask map_partitions with print functions
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?