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Disk.frame Alternatives
Similar projects and alternatives to disk.frame based on common topics and language
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drake
An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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police-settlements
A FiveThirtyEight/The Marshall Project effort to collect comprehensive data on police misconduct settlements from 2010-19.
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opentripplanner
An R package to set up and use OpenTripPlanner (OTP) as a local or remote multimodal trip planner. (by ropensci)
disk.frame reviews and mentions
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Do you code from memory? Or do you reference things?
Say hello to disk.frame.
- How can I read in only two columns from a massive 10+ GB tab file?
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Data cleaning/ analysis 100-200 million rows of data. Is this doable in R, or is there another program I should try instead?
It depends on your hardware, but it should not be a problem. You might look into disk frame (https://diskframe.com) or similar packages.
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is it possible to have my enviroment objects and work with them on my local drive instead of RAM?
If that doesn't work, the disk.frame package might help. It is new-ish and not common, but does seem to work with data on disk rather than in memory
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We Test PCIe 4.0 Storage: The AnandTech 2021 SSD Benchmark Suite
> The speeds were just stunning to say the least at 15GB/s.
That is amazing. That is around DDR4-1866 speeds, and not far from DDR4-2666 (~21 GB/s). At those speeds I would happily work with dataframes sitting on the disk rather than in memory [1, 2]. Did you benchmark RAID 0 with less than four disks?
[1] R: https://github.com/xiaodaigh/disk.frame
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A note from our sponsor - SaaSHub
www.saashub.com | 9 May 2024
Stats
DiskFrame/disk.frame is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of disk.frame is R.
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