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#!/bin/bash -eu | |
# Environment variables to enable GPUs, InfiniBand, NVLink | |
# These are read by the scheduler and client script | |
module load cuda/11.0.3 | |
export PYTHON=/gpfs/fs1/bzaitlen/miniconda3/envs/20201008/bin/python | |
export DASK_UCX__CUDA_COPY=True | |
export DASK_UCX__TCP=True | |
export DASK_UCX__NVLINK=True | |
export DASK_UCX__INFINIBAND=True |
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name: deconvolve | |
channels: | |
- rapidsai-nightly | |
- nvidia | |
- conda-forge | |
- defaults | |
dependencies: | |
- _libgcc_mutex=0.1=conda_forge | |
- _openmp_mutex=4.5=1_llvm | |
- abseil-cpp=20200225.2=he1b5a44_0 |
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""" | |
conda install -c conda-forge postgresql psycopg2 sqlalchemy | |
initdb -D /tmp/dask_db | |
postgresql -D /tmp/dask_db | |
pg_ctl -D /tmp/dask_db -l logfile start | |
createuser --encrypted --pwprompt dask | |
createdb --owner=dask dask_db | |
""" |
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Query 01 | |
Find top 100 products that are sold together frequently in given stores. Only products in certain categories | |
sold in specific stores are considered, and "sold together frequently" means at least 50 customers bought | |
these productstogether in a transaction. | |
Query 02 | |
Find the top 30 products that are mostly viewed together with a given product in online store. Note that | |
the order of products viewed does not matter, and "viewed together" relates to a web_clickstreams | |
click_session of a known user with a session timeout of 60min.If the duration between two click of a user is | |
greater then the session timeout, a new session begins. With a session timeout of 60min. | |
Query 03 |
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<!DOCTYPE html> | |
<html lang="en"> | |
<head> | |
<meta charset="utf-8"> |