From dfc439ed4de498981c6fbc975773e0de73ed0957 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sat, 23 May 2020 19:43:59 -0500 Subject: [PATCH 01/30] added test.py to .gitignore prepared tra.py for threading implement Signed-off-by: Arthur Lu --- .gitignore | 3 +- data-analysis/tra.py | 87 +++++++++++++++++++++++--------------------- 2 files changed, 48 insertions(+), 42 deletions(-) diff --git a/.gitignore b/.gitignore index 8e0a337d..fc47881e 100644 --- a/.gitignore +++ b/.gitignore @@ -30,4 +30,5 @@ data-analysis/config-pop.json data-analysis/__pycache__/ analysis-master/__pycache__/ analysis-master/.pytest_cache/ -data-analysis/.pytest_cache/ \ No newline at end of file +data-analysis/.pytest_cache/ +data-analysis/test.py diff --git a/data-analysis/tra.py b/data-analysis/tra.py index de16723d..9ddbf94d 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -27,65 +27,70 @@ def main(): global pit_enable global config - config = su.load_config("config.json") + global config = su.load_config("config.json") - while(True): + task = threading.Thread(name = "match", target = match) + task.start() + task = threading.Thread(name = "match", target = metric) + task.start() + task = threading.Thread(name = "pit", target = pit) + task.start() - if match_enable == True and match == False: +def match(): - def target(): + match = True - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["match"] + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["match"] - data = su.load_match(apikey, competition) - su.matchloop(apikey, competition, data, tests) + data = su.load_match(apikey, competition) + su.matchloop(apikey, competition, data, tests) - match = False - return + match = False - match = True - task = threading.Thread(name = "match", target=target) - task.start() + if match_enable == True and match == False: + + task = threading.Thread(name = "match", target = match) + task.start() - if metric_enable == True and metric == False: - - def target(): +def metric(): - apikey = config["key"]["database"] - tbakey = config["key"]["tba"] - competition = config["competition"] - metric = config["statistics"]["metric"] + metric = True - timestamp = su.get_previous_time(apikey) + apikey = config["key"]["database"] + tbakey = config["key"]["tba"] + competition = config["competition"] + metric = config["statistics"]["metric"] - su.metricloop(tbakey, apikey, competition, timestamp, metric) + timestamp = su.get_previous_time(apikey) - metric = False - return + su.metricloop(tbakey, apikey, competition, timestamp, metric) - match = True - task = threading.Thread(name = "metric", target=target) - task.start() + metric = False - if pit_enable == True and pit == False: + if metric_enable == True and metric == False: + + task = threading.Thread(name = "match", target = metric) + task.start() - def target(): +def pit(): - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["pit"] + pit = True - data = su.load_pit(apikey, competition) - su.pitloop(apikey, competition, data, tests) + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["pit"] - pit = False - return + data = su.load_pit(apikey, competition) + su.pitloop(apikey, competition, data, tests) + + pit = False + + if pit_enable == True and pit == False: + + task = threading.Thread(name = "pit", target = pit) + task.start() - pit = True - task = threading.Thread(name = "pit", target=target) - task.start() - task = threading.Thread(name = "main", target=main) task.start() \ No newline at end of file From 9a7e0bc74cdb5dc67c1f1becb1d79233a1c10b6b Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sat, 23 May 2020 22:48:50 -0500 Subject: [PATCH 02/30] quick bug fix to tra.py Signed-off-by: Arthur Lu --- data-analysis/tra.py | 1 - 1 file changed, 1 deletion(-) diff --git a/data-analysis/tra.py b/data-analysis/tra.py index 9ddbf94d..4c53ee92 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -26,7 +26,6 @@ def main(): global metric_enable global pit_enable - global config global config = su.load_config("config.json") task = threading.Thread(name = "match", target = match) From 5538f428d6e56587771395203a8ba97f00cac711 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sat, 23 May 2020 22:49:38 -0500 Subject: [PATCH 03/30] another bug fix Signed-off-by: Arthur Lu --- data-analysis/tra.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data-analysis/tra.py b/data-analysis/tra.py index 4c53ee92..06e41da0 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -26,7 +26,8 @@ def main(): global metric_enable global pit_enable - global config = su.load_config("config.json") + global config + config = su.load_config("config.json") task = threading.Thread(name = "match", target = match) task.start() From b1e2ab34b29106cf33cf9f856aff9ee63ea02f3d Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sat, 23 May 2020 22:51:58 -0500 Subject: [PATCH 04/30] fixed naming in tra.py Signed-off-by: Arthur Lu --- data-analysis/tra.py | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/data-analysis/tra.py b/data-analysis/tra.py index 06e41da0..a948fd94 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -6,9 +6,9 @@ __author__ = ( "Arthur Lu ", ) -match = False -metric = False -pit = False +match_ = False +metric_ = False +pit_ = False match_enable = True metric_enable = True @@ -18,9 +18,9 @@ config = {} def main(): - global match - global metric - global pit + global match_ + global metric_ + global pit_ global match_enable global metric_enable @@ -38,7 +38,7 @@ def main(): def match(): - match = True + match_ = True apikey = config["key"]["database"] competition = config["competition"] @@ -47,16 +47,16 @@ def match(): data = su.load_match(apikey, competition) su.matchloop(apikey, competition, data, tests) - match = False + match_ = False - if match_enable == True and match == False: + if match_enable == True and match_ == False: task = threading.Thread(name = "match", target = match) task.start() def metric(): - metric = True + metric_ = True apikey = config["key"]["database"] tbakey = config["key"]["tba"] @@ -67,16 +67,16 @@ def metric(): su.metricloop(tbakey, apikey, competition, timestamp, metric) - metric = False + metric_ = False - if metric_enable == True and metric == False: + if metric_enable == True and metric_ == False: task = threading.Thread(name = "match", target = metric) task.start() def pit(): - pit = True + pit_ = True apikey = config["key"]["database"] competition = config["competition"] @@ -85,9 +85,9 @@ def pit(): data = su.load_pit(apikey, competition) su.pitloop(apikey, competition, data, tests) - pit = False + pit_ = False - if pit_enable == True and pit == False: + if pit_enable == True and pit_ == False: task = threading.Thread(name = "pit", target = pit) task.start() From b29246993413e743eabc314a5d449334f38b1890 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 16:42:58 +0000 Subject: [PATCH 05/30] revamped README.md Signed-off-by: Arthur Lu --- README.md | 42 +++++++++++++++++++++++++++++++++++++++++- 1 file changed, 41 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cc218369..304f26d3 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,42 @@ -# red-alliance-analysis +# Red Alliance Analysis · ![GitHub release (latest by date)](https://img.shields.io/github/v/release/titanscout2022/red-alliance-analysis) Titan Robotics 2022 Strategy Team Repository for Data Analysis Tools. Included with these tools are the backend data analysis engine formatted as a python package, associated binaries for the analysis package, and premade scripts that can be pulled directly from this repository and will integrate with other Red Alliance applications to quickly deploy FRC scouting tools. +# Getting Started +## Prerequisites +* Python >= 3.7 +* Pip which can be installed by running `python -m pip install -U pip` after installing python +## Installing +There are a few different services/packages that can be installed. Installation instructions are seperated by scenario and are ordered from least complex to most. +### Linux (Most Distros)/Windows ｜ TRA Service plus GUI, Analysis Package +Portable application files are avaliable on the releases page. +* Download the `.zip` or `.tar.gz` files from the releases page. If you want the GUI version, be sure to download the one marked with GUI. +* Unzip the files and save the folder somewhere safe. +* Navigate to the unzipped folder and run: + * Windows: `TRA-GUI.bat` . + * Linux: `TRA-GUI.sh`. +### Linux (Most Distros)/Windows ｜ TRA Service, Analysis Package +Service application files are avaliable on the releases page. +* Download the `.zip` or `tar.gz` files from from the releases page. If you want the Service version, be sure to download the one that is not marked with GUI. The GUI version will also contain the service application. +* Unzip the files and save the folder somewhere safe. +* Navigate to the unzipped folder and run: + * Windows: `TRA.bat`. + * Linux: `TRA.sh`. +### Linux (Most Distros) CLI-Only ｜ TRA Service, Analysis Package +Service application files are avaliable on the releases page. +* Download the `.zip` or `tar.gz` files from from the releases page with `wget https://github.com/titanscout2022/red-alliance-analysis/releases/download/latest/TRA.tar.gz`. If you want the Service version, be sure to download the one that is not marked with GUI. The GUI version will also contain the service application. +* Unzip the files with `tar -xzf TRA.tar.gz` . +* Navigate to the unzipped folder with `cd TRA/` and run `./TRA.sh`. +### Installing Only the Analysis Package +Make sure that python an pip are already installed. +Download the `.whl` file from the releases page. Then install the wheel file by running `pip install [name of the .whl file]`. +### Installing Only the Analysis Package From Source +Navigating to `analysis-master/`, running `./build.sh` will build the analysis package from `analysis-master/analysis/`. The built wheel files are stored in `analysis-master/dist/`. +## Config +# Supported Platforms +Although any modern 64 bit platform should be supported, the following platforms have been tested to be working: +* AMD64 (Tested on Zen 1, Zen +, and Zen 2) +* Intel 64/x86_64/x64 (Tested on Kaby Lake) +* ARM64 (Tested on Broadcom BCM2836 SoC, Broadcom BCM2711 SoC) +# Contributing +# Build Statuses +analysis.py: ![Analysis Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Analysis%20Unit%20Tests/badge.svg) +superscript.py: ![Superscript Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Superscript%20Unit%20Tests/badge.svg?branch=master) \ No newline at end of file From 0191809a90d55488782bd4180dcb1dd2d2d9db33 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:30:01 +0000 Subject: [PATCH 06/30] added OS and python versions supproted Signed-off-by: Arthur Lu --- README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/README.md b/README.md index 304f26d3..d0ec298d 100644 --- a/README.md +++ b/README.md @@ -36,6 +36,15 @@ Although any modern 64 bit platform should be supported, the following platforms * AMD64 (Tested on Zen 1, Zen +, and Zen 2) * Intel 64/x86_64/x64 (Tested on Kaby Lake) * ARM64 (Tested on Broadcom BCM2836 SoC, Broadcom BCM2711 SoC) +The following OSes have been tested to be working: +* Linux Kernel 3.16, 4.4, 4.15, 4.19, 5.4 + * Ubuntu 16.04, 18.04, 20.04 + * Debian (and Debian derivaives) Jessie, Buster +* Windows 7, 10 +The following python versions are supported: +* python 3.6 (not tested) +* python 3.7 +* python 3.8 # Contributing # Build Statuses analysis.py: ![Analysis Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Analysis%20Unit%20Tests/badge.svg) From 22ae438a10654d75721e8b2b6b5a8ca86acb9704 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:35:02 +0000 Subject: [PATCH 07/30] fixed Prerequisites in README.md Signed-off-by: Arthur Lu --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d0ec298d..83b4d86d 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ Titan Robotics 2022 Strategy Team Repository for Data Analysis Tools. Included with these tools are the backend data analysis engine formatted as a python package, associated binaries for the analysis package, and premade scripts that can be pulled directly from this repository and will integrate with other Red Alliance applications to quickly deploy FRC scouting tools. # Getting Started ## Prerequisites -* Python >= 3.7 +* Python >= 3.6 * Pip which can be installed by running `python -m pip install -U pip` after installing python ## Installing There are a few different services/packages that can be installed. Installation instructions are seperated by scenario and are ordered from least complex to most. From 3858c69ef00dbab794351752c592307f09bcc863 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:51:57 +0000 Subject: [PATCH 08/30] fixed line breaks Signed-off-by: Arthur Lu --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 83b4d86d..3d75bf05 100644 --- a/README.md +++ b/README.md @@ -32,15 +32,18 @@ Download the `.whl` file from the releases page. Then install the wheel file by Navigating to `analysis-master/`, running `./build.sh` will build the analysis package from `analysis-master/analysis/`. The built wheel files are stored in `analysis-master/dist/`. ## Config # Supported Platforms +## Although any modern 64 bit platform should be supported, the following platforms have been tested to be working: * AMD64 (Tested on Zen 1, Zen +, and Zen 2) * Intel 64/x86_64/x64 (Tested on Kaby Lake) * ARM64 (Tested on Broadcom BCM2836 SoC, Broadcom BCM2711 SoC) +## The following OSes have been tested to be working: * Linux Kernel 3.16, 4.4, 4.15, 4.19, 5.4 * Ubuntu 16.04, 18.04, 20.04 * Debian (and Debian derivaives) Jessie, Buster * Windows 7, 10 +## The following python versions are supported: * python 3.6 (not tested) * python 3.7 From 71d00162e8f3dcfd61d6c9b4ffa1e4d64de57077 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:52:25 +0000 Subject: [PATCH 09/30] fixed extra hline Signed-off-by: Arthur Lu --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 3d75bf05..9c0d2be6 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,6 @@ Download the `.whl` file from the releases page. Then install the wheel file by Navigating to `analysis-master/`, running `./build.sh` will build the analysis package from `analysis-master/analysis/`. The built wheel files are stored in `analysis-master/dist/`. ## Config # Supported Platforms -## Although any modern 64 bit platform should be supported, the following platforms have been tested to be working: * AMD64 (Tested on Zen 1, Zen +, and Zen 2) * Intel 64/x86_64/x64 (Tested on Kaby Lake) From fda64c801c3d576477e8d67a1f2f2c10e08e9b70 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:54:48 +0000 Subject: [PATCH 10/30] removed more extra lines Signed-off-by: Arthur Lu --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 9c0d2be6..4eefcc28 100644 --- a/README.md +++ b/README.md @@ -36,13 +36,13 @@ Although any modern 64 bit platform should be supported, the following platforms * AMD64 (Tested on Zen 1, Zen +, and Zen 2) * Intel 64/x86_64/x64 (Tested on Kaby Lake) * ARM64 (Tested on Broadcom BCM2836 SoC, Broadcom BCM2711 SoC) -## +### The following OSes have been tested to be working: * Linux Kernel 3.16, 4.4, 4.15, 4.19, 5.4 * Ubuntu 16.04, 18.04, 20.04 * Debian (and Debian derivaives) Jessie, Buster * Windows 7, 10 -## +### The following python versions are supported: * python 3.6 (not tested) * python 3.7 From f70092c3c08ce4897ef718d077236aee8c185c6c Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sun, 24 May 2020 17:56:00 +0000 Subject: [PATCH 11/30] removed extra words Signed-off-by: Arthur Lu --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4eefcc28..6e3227b7 100644 --- a/README.md +++ b/README.md @@ -49,5 +49,5 @@ The following python versions are supported: * python 3.8 # Contributing # Build Statuses -analysis.py: ![Analysis Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Analysis%20Unit%20Tests/badge.svg) -superscript.py: ![Superscript Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Superscript%20Unit%20Tests/badge.svg?branch=master) \ No newline at end of file +![Analysis Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Analysis%20Unit%20Tests/badge.svg) +![Superscript Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Superscript%20Unit%20Tests/badge.svg?branch=master) \ No newline at end of file From 13f453320ec6f0c8e9997c6648a9c37d293f423d Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 25 May 2020 22:17:08 +0000 Subject: [PATCH 12/30] populated tra.py to be a CLI application Signed-off-by: Arthur Lu --- data-analysis/tra.py | 100 ++++++++++++++++++++++++++++++++++++++----- 1 file changed, 90 insertions(+), 10 deletions(-) diff --git a/data-analysis/tra.py b/data-analysis/tra.py index a948fd94..d19a6273 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -16,7 +16,7 @@ pit_enable = True config = {} -def main(): +def init(): global match_ global metric_ @@ -29,13 +29,6 @@ def main(): global config config = su.load_config("config.json") - task = threading.Thread(name = "match", target = match) - task.start() - task = threading.Thread(name = "match", target = metric) - task.start() - task = threading.Thread(name = "pit", target = pit) - task.start() - def match(): match_ = True @@ -92,5 +85,92 @@ def pit(): task = threading.Thread(name = "pit", target = pit) task.start() -task = threading.Thread(name = "main", target=main) -task.start() \ No newline at end of file +def start_match(): + task = threading.Thread(name = "match", target = match) + task.start() + +def start_metric(): + task = threading.Thread(name = "match", target = metric) + task.start() + +def start_pit(): + task = threading.Thread(name = "pit", target = pit) + task.start() + +def stop_match(): + match_enable = False + +def stop_metric(): + metric_enable = False + +def stop_pit(): + pit_enable = False + +def main(): + + init() + start_match() + start_metric() + start_pit() + + exit = False + while(not exit): + + i = input("> ") + cmds = i.split(" ") + cmds = [x for x in cmds if x != ""] + l = len(cmds) + + if(l == 0): + pass + else: + if(cmds[0] == "exit"): + if(l == 1): + exit = True + else: + print("exit command expected no arguments but encountered " + str(l - 1)) + if(cmds[0] == "status"): + if(l == 1): + print("status command expected 1 argument but encountered none\ntype status help for usage") + elif(l > 2): + print("status command expected 1 argument but encountered " + str(l - 1)) + elif(cmds[1] == "threads"): + threads = threading.enumerate() + threads = [x.getName() for x in threads] + print("running threads:") + for thread in threads: + print(" " + thread) + elif(cmds[1] == "flags"): + print("current flags:") + print(" match running: " + match_) + print(" metric running: " + metric_) + print(" pit running: " + pit_) + print(" match enable: " + match_enable) + print(" metric enable: " + metric_enable) + print(" pit enable: " + pit_enable) + elif(cmds[1] == "config"): + print("current config:") + print(json.dumps(config)) + elif(cmds[1] == "all"): + threads = threading.enumerate() + threads = [x.getName() for x in threads] + print("running threads:") + for thread in threads: + print(" " + thread) + print("current flags:") + print(" match running: " + match_) + print(" metric running: " + metric_) + print(" pit running: " + pit_) + print(" match enable: " + match_enable) + print(" metric enable: " + metric_enable) + print(" pit enable: " + pit_enable) + elif(cmds[1] == "help"): + + else: + threads = threading.enumerate() + threads = [x.getName() for x in threads] + if(cmds[1] in threads): + print(cmds[1] + " is running") + +if(__name__ == "__main__"): + main() \ No newline at end of file From 4fbf02c60ce35d24c8ad72ebcee571e9a2133614 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Tue, 26 May 2020 01:34:47 +0000 Subject: [PATCH 13/30] added help message to status command Signed-off-by: Arthur Lu --- data-analysis/tra.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-analysis/tra.py b/data-analysis/tra.py index d19a6273..629d5d45 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tra.py @@ -165,7 +165,7 @@ def main(): print(" metric enable: " + metric_enable) print(" pit enable: " + pit_enable) elif(cmds[1] == "help"): - + print("usage: status [arg]\nDisplays the status of the tra data analysis threads.\nArguments:\n threads - prints the stuatus ofcurrently running threads\n flags - prints the status of control and indicator flags\n config - prints the current configuration information\n all - prints all statuses\n - prints the status of a specific thread") else: threads = threading.enumerate() threads = [x.getName() for x in threads] From 507d6f6d9535163580d1c588a022bbcb75e69c33 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 17:46:40 +0000 Subject: [PATCH 14/30] renamed tra;py to tasks.py Signed-off-by: Arthur Lu --- data-analysis/{tra.py => tasks.py} | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) rename data-analysis/{tra.py => tasks.py} (99%) diff --git a/data-analysis/tra.py b/data-analysis/tasks.py similarity index 99% rename from data-analysis/tra.py rename to data-analysis/tasks.py index 629d5d45..92e03b8d 100644 --- a/data-analysis/tra.py +++ b/data-analysis/tasks.py @@ -105,7 +105,7 @@ def stop_metric(): def stop_pit(): pit_enable = False - +""" def main(): init() @@ -173,4 +173,5 @@ def main(): print(cmds[1] + " is running") if(__name__ == "__main__"): - main() \ No newline at end of file + main() +""" \ No newline at end of file From 37adab1d2ecb61ff2493b404d0b03d6e23e9e05c Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 18:19:58 +0000 Subject: [PATCH 15/30] moved core functions in tasks.py to class Tasker Signed-off-by: Arthur Lu --- data-analysis/tasks.py | 175 ++++++++++++++++++++++------------------- 1 file changed, 93 insertions(+), 82 deletions(-) diff --git a/data-analysis/tasks.py b/data-analysis/tasks.py index 92e03b8d..eaa8877d 100644 --- a/data-analysis/tasks.py +++ b/data-analysis/tasks.py @@ -6,105 +6,116 @@ __author__ = ( "Arthur Lu ", ) -match_ = False -metric_ = False -pit_ = False - -match_enable = True -metric_enable = True -pit_enable = True - -config = {} - -def init(): - - global match_ - global metric_ - global pit_ - - global match_enable - global metric_enable - global pit_enable - - global config - config = su.load_config("config.json") - -def match(): - - match_ = True - - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["match"] - - data = su.load_match(apikey, competition) - su.matchloop(apikey, competition, data, tests) +class Tasker(): match_ = False + metric_ = False + pit_ = False - if match_enable == True and match_ == False: - + match_enable = True + metric_enable = True + pit_enable = True + + config = {} + + def __init__(): + + config = su.load_config("config.json") + + def match(): + + match_ = True + + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["match"] + + data = su.load_match(apikey, competition) + su.matchloop(apikey, competition, data, tests) + + match_ = False + + if match_enable == True and match_ == False: + + task = threading.Thread(name = "match", target = match) + task.start() + + def metric(): + + metric_ = True + + apikey = config["key"]["database"] + tbakey = config["key"]["tba"] + competition = config["competition"] + metric = config["statistics"]["metric"] + + timestamp = su.get_previous_time(apikey) + + su.metricloop(tbakey, apikey, competition, timestamp, metric) + + metric_ = False + + if metric_enable == True and metric_ == False: + + task = threading.Thread(name = "match", target = metric) + task.start() + + def pit(): + + pit_ = True + + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["pit"] + + data = su.load_pit(apikey, competition) + su.pitloop(apikey, competition, data, tests) + + pit_ = False + + if pit_enable == True and pit_ == False: + + task = threading.Thread(name = "pit", target = pit) + task.start() + + def start_match(): task = threading.Thread(name = "match", target = match) task.start() -def metric(): - - metric_ = True - - apikey = config["key"]["database"] - tbakey = config["key"]["tba"] - competition = config["competition"] - metric = config["statistics"]["metric"] - - timestamp = su.get_previous_time(apikey) - - su.metricloop(tbakey, apikey, competition, timestamp, metric) - - metric_ = False - - if metric_enable == True and metric_ == False: - + def start_metric(): task = threading.Thread(name = "match", target = metric) task.start() -def pit(): - - pit_ = True - - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["pit"] - - data = su.load_pit(apikey, competition) - su.pitloop(apikey, competition, data, tests) - - pit_ = False - - if pit_enable == True and pit_ == False: - + def start_pit(): task = threading.Thread(name = "pit", target = pit) task.start() -def start_match(): - task = threading.Thread(name = "match", target = match) - task.start() + def stop_match(): + match_enable = False -def start_metric(): - task = threading.Thread(name = "match", target = metric) - task.start() + def stop_metric(): + metric_enable = False -def start_pit(): - task = threading.Thread(name = "pit", target = pit) - task.start() + def stop_pit(): + pit_enable = False -def stop_match(): - match_enable = False + def get_match(): + return match_ -def stop_metric(): - metric_enable = False + def get_metric(): + return metric_ -def stop_pit(): - pit_enable = False + def get_pit(): + return pit_ + + def get_match_enable(): + return match_enable + + def get_metric_enable(): + return metric_enable + + def get_pit_enable(): + return pit_enable """ def main(): From 87c2caa135c504f1e24fb89ea0648512090919e4 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 18:25:41 +0000 Subject: [PATCH 16/30] added data-analysis requirements to devcontainer build added auto pip intsall latest analysis.py whl Signed-off-by: Arthur Lu --- .devcontainer/devcontainer.json | 2 +- analysis-master/dist/latest.whl | Bin 0 -> 32026 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 analysis-master/dist/latest.whl diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 704a4eab..9cf688f6 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -23,5 +23,5 @@ "mhutchie.git-graph", "donjayamanne.jupyter", ], - "postCreateCommand": "pip install -r analysis-master/requirements.txt" + "postCreateCommand": "pip install -r analysis-master/requirements.txt && pip install -r data-analysis/requirements.txt && pip install analysis-master/dist/latest.whl" } \ No newline at end of file diff --git a/analysis-master/dist/latest.whl b/analysis-master/dist/latest.whl new file mode 100644 index 0000000000000000000000000000000000000000..60e0b51c7e0824323d9fea32c844cadcaeb7528a GIT binary patch literal 32026 zcmZ6xQ;;S~w5?mV`Il{W*>-i=wr$(CZQHhO+cvv!)_%D6>^SowBO@c`Tjm@iV|?<` zpkQb~KtNDHnav^c|80Ok{%85G{^!)d*1+1s$-;?2PtU^E!dXv`-rfTgNdEutkt)xX z*UAin3nc&o+Kc&rdj7xW|9WnCt>TVG6ZYWW`R_;j;Z3a2C9htL=(&b<`Td<-jn?@n z`VD28$5V&#B8xYUr_B*R?$lJi$+HqoU7H#btU;ozUDec7)Yh6NJ_tXl>@={xe1H~)~QbwGDxZ7iqIFDsjQ-ZeZTRA|7;%HOih{lg!h_n>a2$KF&75ythTZwp6OI^e}gXBWY z(6(?=TJeg!)HDTr`r`;@oq?ePq5p(}|4?48s4Akdd*57>DXh$j%wYFeO8wStU4*lG zY)u!j*pG(7EnqzpFkWf<#^@OS7pngf*L>`mfUpSdEqECKIBd)+6KgwYnp= zG6sKkvzxlEaOC>o2nxGBob7LO_dr2ln-09U=Wh>b$3cvLt|UrLVbq85Qyjzn z0i;5w(Mc-i%4)$o`B|HP)Un3Su?db9{!HR~r67cOR_)&eS@lJfbtOikcEF%VbMy8t$(qG-;F+1fWZia>N^AmW?lz#J)D|p9_-;*ZVNXVr!Y&e*Uwi#()h!i z`__J_2LKMOrxJ9d#zTRy7D_pPJ9h-%uLa+$s^ylYc?u8Qo% zHY+yjs+%&NL;InpP{;Wyvt-SBDhx=VvYtCi%9oo=O&BYEJfPEj2;j_*_J2K=OI3xx+ldRdUAPwqo^gS^e z2Fsm;$45?m-#6BuGglWV&AI~1=c2j=6q&VRFIHw=3>r$ENpyeWl&8kO^9~mLjGl_|Z?$0=3}lZTg(g zGC*D=NPNoA(wA;uPE~Z{zSdqFDXekh6mPQC*BAKY zpS<75K@z{-*s0=<9(LYpS&PRw6|hYyf`$+G6_Ta>c#G6?DiflKr5)5N)ogJS;DrLD z=K7B{svjxfn3zzL{W#s5aBX|Xy|?sc=H5XLLaH^5>oYUC8f*dQiGz|It8PI3teOmw z{HRBeWH40rfZR?*dN-*$CXcs8eh

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z_k!)-%}S*nvy@oP_lEG**Q9f`TxfEF^^%&!OHY=i61Fzk*|~aiw=_@vL_R$DB?VfE znQ@y?F;sYbKoz3P%I;;F|HNZDgjEhbGe_*X84MGRtAFR|*Bbf6xu5Zg?~Tedo&y1IgD!nnFviAo9~?_a~<;fo(eBJ%Xp6waTI@U zV`Kx3UFscYzgt$~f_?#kx7-yboFCEY$WS;Q% z;l~0DUI}aQ=><1x&N7XnNa;8|5x_;XTaO=Kt#e`E7}mbRtmeDaa{AC}xO0k(Lh{dU z#kcn`hF_Kc{8ah>WiHyO9({arI)@SFeNgZPj1znhHPf~>9?id;7tH)5@B zB5t#QuMz6%HxPe1!8b9td8gMH2Dp>@@3XnZLcK}4%|g8!Ea+?Tx4WZM# zWjME2`Zn3^8WgN^3+Sf$c5_U(JtqR}S@=ZO3i-#c{{a=he?b5M literal 0 HcmV?d00001 From de994f812b332524b6818ac0562e6f10ae93c53f Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 20:23:53 +0000 Subject: [PATCH 17/30] started on tra-cli.py modified tasks.py to work properly Signed-off-by: Arthur Lu --- data-analysis/tasks.py | 62 ++++++++++++++++++++-------------------- data-analysis/tra-cli.py | 23 +++++++++++++++ 2 files changed, 54 insertions(+), 31 deletions(-) create mode 100644 data-analysis/tra-cli.py diff --git a/data-analysis/tasks.py b/data-analysis/tasks.py index eaa8877d..9b3f4ea9 100644 --- a/data-analysis/tasks.py +++ b/data-analysis/tasks.py @@ -18,62 +18,62 @@ class Tasker(): config = {} - def __init__(): + def __init__(self): - config = su.load_config("config.json") + self.config = su.load_config("config.json") - def match(): + def match(self): - match_ = True + self.match_ = True - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["match"] + apikey = self.config["key"]["database"] + competition = self.config["competition"] + tests = self.config["statistics"]["match"] data = su.load_match(apikey, competition) su.matchloop(apikey, competition, data, tests) - match_ = False + self.match_ = False - if match_enable == True and match_ == False: + if self.match_enable == True and self.match_ == False: task = threading.Thread(name = "match", target = match) task.start() def metric(): - metric_ = True + self.metric_ = True - apikey = config["key"]["database"] - tbakey = config["key"]["tba"] - competition = config["competition"] - metric = config["statistics"]["metric"] + apikey = self.config["key"]["database"] + tbakey = self.config["key"]["tba"] + competition = self.config["competition"] + metric = self.config["statistics"]["metric"] timestamp = su.get_previous_time(apikey) su.metricloop(tbakey, apikey, competition, timestamp, metric) - metric_ = False + self.metric_ = False - if metric_enable == True and metric_ == False: + if self.metric_enable == True and self.metric_ == False: task = threading.Thread(name = "match", target = metric) task.start() def pit(): - pit_ = True + self.pit_ = True - apikey = config["key"]["database"] - competition = config["competition"] - tests = config["statistics"]["pit"] + apikey = self.config["key"]["database"] + competition = self.config["competition"] + tests = self.config["statistics"]["pit"] data = su.load_pit(apikey, competition) su.pitloop(apikey, competition, data, tests) - pit_ = False + self.pit_ = False - if pit_enable == True and pit_ == False: + if self.pit_enable == True and self.pit_ == False: task = threading.Thread(name = "pit", target = pit) task.start() @@ -91,31 +91,31 @@ class Tasker(): task.start() def stop_match(): - match_enable = False + self.match_enable = False def stop_metric(): - metric_enable = False + self.metric_enable = False def stop_pit(): - pit_enable = False + self.pit_enable = False def get_match(): - return match_ + return self.match_ def get_metric(): - return metric_ + return self.metric_ def get_pit(): - return pit_ + return self.pit_ def get_match_enable(): - return match_enable + return self.match_enable def get_metric_enable(): - return metric_enable + return self.metric_enable def get_pit_enable(): - return pit_enable + return self.pit_enable """ def main(): diff --git a/data-analysis/tra-cli.py b/data-analysis/tra-cli.py new file mode 100644 index 00000000..6c132e2c --- /dev/null +++ b/data-analysis/tra-cli.py @@ -0,0 +1,23 @@ +import argparse +from tasks import Tasker + +t = Tasker() + +task_map = {"match":None, "metric":None, "pit":None} +status_map = {"match":None, "metric":None, "pit":None} +status_map.update(task_map) + +parser = argparse.ArgumentParser(prog = "TRA") +subparsers = parser.add_subparsers(title = "command", metavar = "C", help = "//commandhelp//") + +parser_start = subparsers.add_parser("start", help = "//starthelp//") +parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) + +parser_stop = subparsers.add_parser("stop", help = "//stophelp//") +parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) + +parser_status = subparsers.add_parser("status", help = "//stophelp//") +parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = status_map.keys()) + +args = parser.parse_args() +print(args) \ No newline at end of file From fdbb1964936673320ec2a061a63c63e7db9c1d2d Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 20:56:13 +0000 Subject: [PATCH 18/30] fixed latest.whl to follow format for wheel files Signed-off-by: Arthur Lu --- .devcontainer/devcontainer.json | 2 +- ...{latest.whl => analysis-latest-py3-none-any.whl} | Bin 2 files changed, 1 insertion(+), 1 deletion(-) rename analysis-master/dist/{latest.whl => analysis-latest-py3-none-any.whl} (100%) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 9cf688f6..89b4b88b 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -23,5 +23,5 @@ "mhutchie.git-graph", "donjayamanne.jupyter", ], - "postCreateCommand": "pip install -r analysis-master/requirements.txt && pip install -r data-analysis/requirements.txt && pip install analysis-master/dist/latest.whl" + "postCreateCommand": "pip install -r analysis-master/requirements.txt && pip install -r data-analysis/requirements.txt && pip install analysis-master/dist/analysis-latest-py3-none-any.whl" } \ No newline at end of file diff --git a/analysis-master/dist/latest.whl b/analysis-master/dist/analysis-latest-py3-none-any.whl similarity index 100% rename from analysis-master/dist/latest.whl rename to analysis-master/dist/analysis-latest-py3-none-any.whl From 30c5d6aecf0641ac123d0c2673b29d7c8b27f0b8 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 21:32:43 +0000 Subject: [PATCH 19/30] fixed bugs with tra-cli.py Signed-off-by: Arthur Lu --- data-analysis/tra-cli.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/data-analysis/tra-cli.py b/data-analysis/tra-cli.py index 6c132e2c..0510db8f 100644 --- a/data-analysis/tra-cli.py +++ b/data-analysis/tra-cli.py @@ -12,12 +12,15 @@ subparsers = parser.add_subparsers(title = "command", metavar = "C", help = "//c parser_start = subparsers.add_parser("start", help = "//starthelp//") parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) +parser_start.set_defaults(which = "start") parser_stop = subparsers.add_parser("stop", help = "//stophelp//") -parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) +parser_stop.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) +parser_stop.set_defaults(which = "stop") parser_status = subparsers.add_parser("status", help = "//stophelp//") -parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = status_map.keys()) +parser_status.add_argument("target(s)", metavar = "T", nargs = "*", choices = status_map.keys()) +parser_status.set_defaults(which = "status") -args = parser.parse_args() -print(args) \ No newline at end of file +options = parser.parse_args() +print(options) \ No newline at end of file From bb8253df3987d73c46d51f15adf3e7463c0031ee Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 21:47:54 +0000 Subject: [PATCH 20/30] fixed more bugs with tra-cli.py Signed-off-by: Arthur Lu --- data-analysis/tra-cli.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/data-analysis/tra-cli.py b/data-analysis/tra-cli.py index 0510db8f..34d7192a 100644 --- a/data-analysis/tra-cli.py +++ b/data-analysis/tra-cli.py @@ -11,16 +11,15 @@ parser = argparse.ArgumentParser(prog = "TRA") subparsers = parser.add_subparsers(title = "command", metavar = "C", help = "//commandhelp//") parser_start = subparsers.add_parser("start", help = "//starthelp//") -parser_start.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) +parser_start.add_argument("targets", metavar = "T", nargs = "*", choices = task_map.keys()) parser_start.set_defaults(which = "start") parser_stop = subparsers.add_parser("stop", help = "//stophelp//") -parser_stop.add_argument("target(s)", metavar = "T", nargs = "*", choices = task_map.keys()) +parser_stop.add_argument("targets", metavar = "T", nargs = "*", choices = task_map.keys()) parser_stop.set_defaults(which = "stop") parser_status = subparsers.add_parser("status", help = "//stophelp//") -parser_status.add_argument("target(s)", metavar = "T", nargs = "*", choices = status_map.keys()) +parser_status.add_argument("targets", metavar = "T", nargs = "*", choices = status_map.keys()) parser_status.set_defaults(which = "status") -options = parser.parse_args() -print(options) \ No newline at end of file +args = parser.parse_args() \ No newline at end of file From c9eebdf2f0274b348e7661e107776ccd567a4244 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Wed, 10 Jun 2020 23:15:34 +0000 Subject: [PATCH 21/30] readded tra.py as a fallback option made changes to tra-cli.py Signed-off-by: Arthur Lu --- data-analysis/tra-cli.py | 12 ++- data-analysis/tra.py | 166 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 176 insertions(+), 2 deletions(-) create mode 100644 data-analysis/tra.py diff --git a/data-analysis/tra-cli.py b/data-analysis/tra-cli.py index 34d7192a..356051d1 100644 --- a/data-analysis/tra-cli.py +++ b/data-analysis/tra-cli.py @@ -1,9 +1,12 @@ import argparse from tasks import Tasker +import test +import threading +from multiprocessing import Process, Queue t = Tasker() -task_map = {"match":None, "metric":None, "pit":None} +task_map = {"match":None, "metric":None, "pit":None, "test":None} status_map = {"match":None, "metric":None, "pit":None} status_map.update(task_map) @@ -22,4 +25,9 @@ parser_status = subparsers.add_parser("status", help = "//stophelp//") parser_status.add_argument("targets", metavar = "T", nargs = "*", choices = status_map.keys()) parser_status.set_defaults(which = "status") -args = parser.parse_args() \ No newline at end of file +args = parser.parse_args() + +if(args.which == "start" and "test" in args.targets): + a = test.testcls() + tmain = Process(name = "main", target = a.main) + tmain.start() \ No newline at end of file diff --git a/data-analysis/tra.py b/data-analysis/tra.py new file mode 100644 index 00000000..d790d57c --- /dev/null +++ b/data-analysis/tra.py @@ -0,0 +1,166 @@ +import json +import superscript as su +import threading + +__author__ = ( + "Arthur Lu ", +) + +match_ = False +metric_ = False +pit_ = False + +match_enable = True +metric_enable = True +pit_enable = True + +config = {} + +def __init__(self): + + global match_ + global metric_ + global pit_ + + global match_enable + global metric_enable + global pit_enable + + config = su.load_config("config.json") + +def match(self): + + match_ = True + + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["match"] + + data = su.load_match(apikey, competition) + su.matchloop(apikey, competition, data, tests) + + match_ = False + + if match_enable == True and match_ == False: + + task = threading.Thread(name = "match", target = match) + task.start() + +def metric(): + + metric_ = True + + apikey = config["key"]["database"] + tbakey = config["key"]["tba"] + competition = config["competition"] + metric = config["statistics"]["metric"] + + timestamp = su.get_previous_time(apikey) + + su.metricloop(tbakey, apikey, competition, timestamp, metric) + + metric_ = False + + if metric_enable == True and metric_ == False: + + task = threading.Thread(name = "match", target = metric) + task.start() + +def pit(): + + pit_ = True + + apikey = config["key"]["database"] + competition = config["competition"] + tests = config["statistics"]["pit"] + + data = su.load_pit(apikey, competition) + su.pitloop(apikey, competition, data, tests) + + pit_ = False + + if pit_enable == True and pit_ == False: + + task = threading.Thread(name = "pit", target = pit) + task.start() + +def start_match(): + task = threading.Thread(name = "match", target = match) + task.start() + +def start_metric(): + task = threading.Thread(name = "match", target = metric) + task.start() + +def start_pit(): + task = threading.Thread(name = "pit", target = pit) + task.start() + +def main(): + + init() + start_match() + start_metric() + start_pit() + + exit = False + while(not exit): + + i = input("> ") + cmds = i.split(" ") + cmds = [x for x in cmds if x != ""] + l = len(cmds) + + if(l == 0): + pass + else: + if(cmds[0] == "exit"): + if(l == 1): + exit = True + else: + print("exit command expected no arguments but encountered " + str(l - 1)) + if(cmds[0] == "status"): + if(l == 1): + print("status command expected 1 argument but encountered none\ntype status help for usage") + elif(l > 2): + print("status command expected 1 argument but encountered " + str(l - 1)) + elif(cmds[1] == "threads"): + threads = threading.enumerate() + threads = [x.getName() for x in threads] + print("running threads:") + for thread in threads: + print(" " + thread) + elif(cmds[1] == "flags"): + print("current flags:") + print(" match running: " + match_) + print(" metric running: " + metric_) + print(" pit running: " + pit_) + print(" match enable: " + match_enable) + print(" metric enable: " + metric_enable) + print(" pit enable: " + pit_enable) + elif(cmds[1] == "config"): + print("current config:") + print(json.dumps(config)) + elif(cmds[1] == "all"): + threads = threading.enumerate() + threads = [x.getName() for x in threads] + print("running threads:") + for thread in threads: + print(" " + thread) + print("current flags:") + print(" match running: " + match_) + print(" metric running: " + metric_) + print(" pit running: " + pit_) + print(" match enable: " + match_enable) + print(" metric enable: " + metric_enable) + print(" pit enable: " + pit_enable) + elif(cmds[1] == "help"): + print("usage: status [arg]\nDisplays the status of the tra data analysis threads.\nArguments:\n threads - prints the stuatus ofcurrently running threads\n flags - prints the status of control and indicator flags\n config - prints the current configuration information\n all - prints all statuses\n - prints the status of a specific thread") + else: + threads = threading.enumerate() + threads = [x.getName() for x in threads] + if(cmds[1] in threads): + print(cmds[1] + " is running") + +if(__name__ == "__main__"): + main() \ No newline at end of file From 65f642f0d22286b7ecd72754a011e6c25b05f05f Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Sat, 11 Jul 2020 21:21:56 +0000 Subject: [PATCH 22/30] readded old superscript.py (v 0.0.5.002) Signed-off-by: Arthur Lu --- data-analysis/superscript_old.py | 378 +++++++++++++++++++++++++++++++ 1 file changed, 378 insertions(+) create mode 100644 data-analysis/superscript_old.py diff --git a/data-analysis/superscript_old.py b/data-analysis/superscript_old.py new file mode 100644 index 00000000..05562c19 --- /dev/null +++ b/data-analysis/superscript_old.py @@ -0,0 +1,378 @@ +# Titan Robotics Team 2022: Superscript Script +# Written by Arthur Lu & Jacob Levine +# Notes: +# setup: + +__version__ = "0.0.5.002" + +# changelog should be viewed using print(analysis.__changelog__) +__changelog__ = """changelog: + 0.0.5.002: + - made changes due to refactoring of analysis + 0.0.5.001: + - text fixes + - removed matplotlib requirement + 0.0.5.000: + - improved user interface + 0.0.4.002: + - removed unessasary code + 0.0.4.001: + - fixed bug where X range for regression was determined before sanitization + - better sanitized data + 0.0.4.000: + - fixed spelling issue in __changelog__ + - addressed nan bug in regression + - fixed errors on line 335 with metrics calling incorrect key "glicko2" + - fixed errors in metrics computing + 0.0.3.000: + - added analysis to pit data + 0.0.2.001: + - minor stability patches + - implemented db syncing for timestamps + - fixed bugs + 0.0.2.000: + - finalized testing and small fixes + 0.0.1.004: + - finished metrics implement, trueskill is bugged + 0.0.1.003: + - working + 0.0.1.002: + - started implement of metrics + 0.0.1.001: + - cleaned up imports + 0.0.1.000: + - tested working, can push to database + 0.0.0.009: + - tested working + - prints out stats for the time being, will push to database later + 0.0.0.008: + - added data import + - removed tba import + - finished main method + 0.0.0.007: + - added load_config + - optimized simpleloop for readibility + - added __all__ entries + - added simplestats engine + - pending testing + 0.0.0.006: + - fixes + 0.0.0.005: + - imported pickle + - created custom database object + 0.0.0.004: + - fixed simpleloop to actually return a vector + 0.0.0.003: + - added metricsloop which is unfinished + 0.0.0.002: + - added simpleloop which is untested until data is provided + 0.0.0.001: + - created script + - added analysis, numba, numpy imports +""" + +__author__ = ( + "Arthur Lu ", + "Jacob Levine ", +) + +__all__ = [ + "main", + "load_config", + "simpleloop", + "simplestats", + "metricsloop" +] + +# imports: + +from analysis import analysis as an +import data as d +import numpy as np +from os import system, name +from pathlib import Path +import time +import warnings + +def main(): + warnings.filterwarnings("ignore") + while(True): + + current_time = time.time() + print("[OK] time: " + str(current_time)) + + start = time.time() + config = load_config(Path("config/stats.config")) + competition = an.load_csv(Path("config/competition.config"))[0][0] + print("[OK] configs loaded") + + apikey = an.load_csv(Path("config/keys.config"))[0][0] + tbakey = an.load_csv(Path("config/keys.config"))[1][0] + print("[OK] loaded keys") + + previous_time = d.get_analysis_flags(apikey, "latest_update") + + if(previous_time == None): + + d.set_analysis_flags(apikey, "latest_update", 0) + previous_time = 0 + + else: + + previous_time = previous_time["latest_update"] + + print("[OK] analysis backtimed to: " + str(previous_time)) + + print("[OK] loading data") + start = time.time() + data = d.get_match_data_formatted(apikey, competition) + pit_data = d.pit = d.get_pit_data_formatted(apikey, competition) + print("[OK] loaded data in " + str(time.time() - start) + " seconds") + + print("[OK] running tests") + start = time.time() + results = simpleloop(data, config) + print("[OK] finished tests in " + str(time.time() - start) + " seconds") + + print("[OK] running metrics") + start = time.time() + metricsloop(tbakey, apikey, competition, previous_time) + print("[OK] finished metrics in " + str(time.time() - start) + " seconds") + + print("[OK] running pit analysis") + start = time.time() + pit = pitloop(pit_data, config) + print("[OK] finished pit analysis in " + str(time.time() - start) + " seconds") + + d.set_analysis_flags(apikey, "latest_update", {"latest_update":current_time}) + + print("[OK] pushing to database") + start = time.time() + push_to_database(apikey, competition, results, pit) + print("[OK] pushed to database in " + str(time.time() - start) + " seconds") + + clear() + +def clear(): + + # for windows + if name == 'nt': + _ = system('cls') + + # for mac and linux(here, os.name is 'posix') + else: + _ = system('clear') + +def load_config(file): + config_vector = {} + file = an.load_csv(file) + for line in file: + config_vector[line[0]] = line[1:] + + return config_vector + +def simpleloop(data, tests): # expects 3D array with [Team][Variable][Match] + + return_vector = {} + for team in data: + variable_vector = {} + for variable in data[team]: + test_vector = {} + variable_data = data[team][variable] + if(variable in tests): + for test in tests[variable]: + test_vector[test] = simplestats(variable_data, test) + else: + pass + variable_vector[variable] = test_vector + return_vector[team] = variable_vector + + return return_vector + +def simplestats(data, test): + + data = np.array(data) + data = data[np.isfinite(data)] + ranges = list(range(len(data))) + + if(test == "basic_stats"): + return an.basic_stats(data) + + if(test == "historical_analysis"): + return an.histo_analysis([ranges, data]) + + if(test == "regression_linear"): + return an.regression(ranges, data, ['lin']) + + if(test == "regression_logarithmic"): + return an.regression(ranges, data, ['log']) + + if(test == "regression_exponential"): + return an.regression(ranges, data, ['exp']) + + if(test == "regression_polynomial"): + return an.regression(ranges, data, ['ply']) + + if(test == "regression_sigmoidal"): + return an.regression(ranges, data, ['sig']) + +def push_to_database(apikey, competition, results, pit): + + for team in results: + + d.push_team_tests_data(apikey, competition, team, results[team]) + + for variable in pit: + + d.push_team_pit_data(apikey, competition, variable, pit[variable]) + +def metricsloop(tbakey, apikey, competition, timestamp): # listener based metrics update + + elo_N = 400 + elo_K = 24 + + matches = d.pull_new_tba_matches(tbakey, competition, timestamp) + + red = {} + blu = {} + + for match in matches: + + red = load_metrics(apikey, competition, match, "red") + blu = load_metrics(apikey, competition, match, "blue") + + elo_red_total = 0 + elo_blu_total = 0 + + gl2_red_score_total = 0 + gl2_blu_score_total = 0 + + gl2_red_rd_total = 0 + gl2_blu_rd_total = 0 + + gl2_red_vol_total = 0 + gl2_blu_vol_total = 0 + + for team in red: + + elo_red_total += red[team]["elo"]["score"] + + gl2_red_score_total += red[team]["gl2"]["score"] + gl2_red_rd_total += red[team]["gl2"]["rd"] + gl2_red_vol_total += red[team]["gl2"]["vol"] + + for team in blu: + + elo_blu_total += blu[team]["elo"]["score"] + + gl2_blu_score_total += blu[team]["gl2"]["score"] + gl2_blu_rd_total += blu[team]["gl2"]["rd"] + gl2_blu_vol_total += blu[team]["gl2"]["vol"] + + red_elo = {"score": elo_red_total / len(red)} + blu_elo = {"score": elo_blu_total / len(blu)} + + red_gl2 = {"score": gl2_red_score_total / len(red), "rd": gl2_red_rd_total / len(red), "vol": gl2_red_vol_total / len(red)} + blu_gl2 = {"score": gl2_blu_score_total / len(blu), "rd": gl2_blu_rd_total / len(blu), "vol": gl2_blu_vol_total / len(blu)} + + + if(match["winner"] == "red"): + + observations = {"red": 1, "blu": 0} + + elif(match["winner"] == "blue"): + + observations = {"red": 0, "blu": 1} + + else: + + observations = {"red": 0.5, "blu": 0.5} + + red_elo_delta = an.Metrics.elo(red_elo["score"], blu_elo["score"], observations["red"], elo_N, elo_K) - red_elo["score"] + blu_elo_delta = an.Metrics.elo(blu_elo["score"], red_elo["score"], observations["blu"], elo_N, elo_K) - blu_elo["score"] + + new_red_gl2_score, new_red_gl2_rd, new_red_gl2_vol = an.Metrics.glicko2(red_gl2["score"], red_gl2["rd"], red_gl2["vol"], [blu_gl2["score"]], [blu_gl2["rd"]], [observations["red"], observations["blu"]]) + new_blu_gl2_score, new_blu_gl2_rd, new_blu_gl2_vol = an.Metrics.glicko2(blu_gl2["score"], blu_gl2["rd"], blu_gl2["vol"], [red_gl2["score"]], [red_gl2["rd"]], [observations["blu"], observations["red"]]) + + red_gl2_delta = {"score": new_red_gl2_score - red_gl2["score"], "rd": new_red_gl2_rd - red_gl2["rd"], "vol": new_red_gl2_vol - red_gl2["vol"]} + blu_gl2_delta = {"score": new_blu_gl2_score - blu_gl2["score"], "rd": new_blu_gl2_rd - blu_gl2["rd"], "vol": new_blu_gl2_vol - blu_gl2["vol"]} + + for team in red: + + red[team]["elo"]["score"] = red[team]["elo"]["score"] + red_elo_delta + + red[team]["gl2"]["score"] = red[team]["gl2"]["score"] + red_gl2_delta["score"] + red[team]["gl2"]["rd"] = red[team]["gl2"]["rd"] + red_gl2_delta["rd"] + red[team]["gl2"]["vol"] = red[team]["gl2"]["vol"] + red_gl2_delta["vol"] + + for team in blu: + + blu[team]["elo"]["score"] = blu[team]["elo"]["score"] + blu_elo_delta + + blu[team]["gl2"]["score"] = blu[team]["gl2"]["score"] + blu_gl2_delta["score"] + blu[team]["gl2"]["rd"] = blu[team]["gl2"]["rd"] + blu_gl2_delta["rd"] + blu[team]["gl2"]["vol"] = blu[team]["gl2"]["vol"] + blu_gl2_delta["vol"] + + temp_vector = {} + temp_vector.update(red) + temp_vector.update(blu) + + for team in temp_vector: + + d.push_team_metrics_data(apikey, competition, team, temp_vector[team]) + +def load_metrics(apikey, competition, match, group_name): + + group = {} + + for team in match[group_name]: + + db_data = d.get_team_metrics_data(apikey, competition, team) + + if d.get_team_metrics_data(apikey, competition, team) == None: + + elo = {"score": 1500} + gl2 = {"score": 1500, "rd": 250, "vol": 0.06} + ts = {"mu": 25, "sigma": 25/3} + + #d.push_team_metrics_data(apikey, competition, team, {"elo":elo, "gl2":gl2,"trueskill":ts}) + + group[team] = {"elo": elo, "gl2": gl2, "ts": ts} + + else: + + metrics = db_data["metrics"] + + elo = metrics["elo"] + gl2 = metrics["gl2"] + ts = metrics["ts"] + + group[team] = {"elo": elo, "gl2": gl2, "ts": ts} + + return group + +def pitloop(pit, tests): + + return_vector = {} + for team in pit: + for variable in pit[team]: + if(variable in tests): + if(not variable in return_vector): + return_vector[variable] = [] + return_vector[variable].append(pit[team][variable]) + + return return_vector + +main() + +""" +Metrics Defaults: + +elo starting score = 1500 +elo N = 400 +elo K = 24 + +gl2 starting score = 1500 +gl2 starting rd = 350 +gl2 starting vol = 0.06 +""" \ No newline at end of file From bc716ada145644e7e903337acf7295c4acef792a Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 20 Jul 2020 19:07:32 -0500 Subject: [PATCH 23/30] filled out Contributing section in README.md Signed-off-by: Arthur Lu --- MAINTAINERS | 2 +- README.md | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/MAINTAINERS b/MAINTAINERS index 97461781..5454bc96 100644 --- a/MAINTAINERS +++ b/MAINTAINERS @@ -1,3 +1,3 @@ Arthur Lu Jacob Levine -Dev Singh +Dev Singh \ No newline at end of file diff --git a/README.md b/README.md index 6e3227b7..f7bfbf44 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ The following python versions are supported: * python 3.7 * python 3.8 # Contributing +Read our included contributing guidelines (`CONTRIBUTING.md`) for more information and feel free to reach out to any current maintainer for more information. # Build Statuses ![Analysis Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Analysis%20Unit%20Tests/badge.svg) ![Superscript Unit Tests](https://github.com/titanscout2022/red-alliance-analysis/workflows/Superscript%20Unit%20Tests/badge.svg?branch=master) \ No newline at end of file From b3153d830a7a0bcf2e68d11e5883a499f15c695c Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Thu, 30 Jul 2020 19:05:07 +0000 Subject: [PATCH 24/30] made changes described in Issue#32 changed setup.py to also reflect versioning changes Signed-off-by: Arthur Lu --- analysis-master/analysis/analysis.py | 212 +++++++++--------- analysis-master/analysis/regression.py | 10 +- analysis-master/analysis/titanlearn.py | 12 +- analysis-master/analysis/visualization.py | 6 +- ...any.whl => analysis-1.10-py3-none-any.whl} | Bin ...s-1.0.0.10.tar.gz => analysis-1.10.tar.gz} | Bin ...any.whl => analysis-1.11-py3-none-any.whl} | Bin ...s-1.0.0.11.tar.gz => analysis-1.11.tar.gz} | Bin ...any.whl => analysis-1.12-py3-none-any.whl} | Bin ...s-1.0.0.12.tar.gz => analysis-1.12.tar.gz} | Bin ...-any.whl => analysis-1.8-py3-none-any.whl} | Bin ...sis-1.0.0.8.tar.gz => analysis-1.8.tar.gz} | Bin ...-any.whl => analysis-1.9-py3-none-any.whl} | Bin ...sis-1.0.0.9.tar.gz => analysis-1.9.tar.gz} | Bin analysis-master/setup.py | 4 +- data-analysis/superscript.py | 54 ++--- 16 files changed, 149 insertions(+), 149 deletions(-) rename analysis-master/dist/{analysis-1.0.0.10-py3-none-any.whl => analysis-1.10-py3-none-any.whl} (100%) rename analysis-master/dist/{analysis-1.0.0.10.tar.gz => analysis-1.10.tar.gz} (100%) rename analysis-master/dist/{analysis-1.0.0.11-py3-none-any.whl => analysis-1.11-py3-none-any.whl} (100%) rename analysis-master/dist/{analysis-1.0.0.11.tar.gz => analysis-1.11.tar.gz} (100%) rename analysis-master/dist/{analysis-1.0.0.12-py3-none-any.whl => analysis-1.12-py3-none-any.whl} (100%) rename analysis-master/dist/{analysis-1.0.0.12.tar.gz => analysis-1.12.tar.gz} (100%) rename analysis-master/dist/{analysis-1.0.0.8-py3-none-any.whl => analysis-1.8-py3-none-any.whl} (100%) rename analysis-master/dist/{analysis-1.0.0.8.tar.gz => analysis-1.8.tar.gz} (100%) rename analysis-master/dist/{analysis-1.0.0.9-py3-none-any.whl => analysis-1.9-py3-none-any.whl} (100%) rename analysis-master/dist/{analysis-1.0.0.9.tar.gz => analysis-1.9.tar.gz} (100%) diff --git a/analysis-master/analysis/analysis.py b/analysis-master/analysis/analysis.py index 07e619c4..2383d152 100644 --- a/analysis-master/analysis/analysis.py +++ b/analysis-master/analysis/analysis.py @@ -7,11 +7,11 @@ # current benchmark of optimization: 1.33 times faster # setup: -__version__ = "1.2.2.000" +__version__ = "2.2.0" # changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: - 1.2.2.000: + 2.2.0: - added Sort class - added several array sorting functions to Sort class including: - quick sort @@ -27,25 +27,25 @@ __changelog__ = """changelog: - tested all sorting algorithms with both lists and numpy arrays - depreciated sort function from Array class - added warnings as an import - 1.2.1.004: + 2.1.4: - added sort and search functions to Array class - 1.2.1.003: + 2.1.3: - changed output of basic_stats and histo_analysis to libraries - fixed __all__ - 1.2.1.002: + 2.1.2: - renamed ArrayTest class to Array - 1.2.1.001: + 2.1.1: - added add, mul, neg, and inv functions to ArrayTest class - added normalize function to ArrayTest class - added dot and cross functions to ArrayTest class - 1.2.1.000: + 2.1.0: - added ArrayTest class - added elementwise mean, median, standard deviation, variance, min, max functions to ArrayTest class - added elementwise_stats to ArrayTest which encapsulates elementwise statistics - appended to __all__ to reflect changes - 1.2.0.006: + 2.0.6: - renamed func functions in regression to lin, log, exp, and sig - 1.2.0.005: + 2.0.5: - moved random_forrest_regressor and random_forrest_classifier to RandomForrest class - renamed Metrics to Metric - renamed RegressionMetrics to RegressionMetric @@ -53,166 +53,166 @@ __changelog__ = """changelog: - renamed CorrelationTests to CorrelationTest - renamed StatisticalTests to StatisticalTest - reflected rafactoring to all mentions of above classes/functions - 1.2.0.004: + 2.0.4: - fixed __all__ to reflected the correct functions and classes - fixed CorrelationTests and StatisticalTests class functions to require self invocation - added missing math import - fixed KNN class functions to require self invocation - fixed Metrics class functions to require self invocation - various spelling fixes in CorrelationTests and StatisticalTests - 1.2.0.003: + 2.0.3: - bug fixes with CorrelationTests and StatisticalTests - moved glicko2 and trueskill to the metrics subpackage - moved elo to a new metrics subpackage - 1.2.0.002: + 2.0.2: - fixed docs - 1.2.0.001: + 2.0.1: - fixed docs - 1.2.0.000: + 2.0.0: - cleaned up wild card imports with scipy and sklearn - added CorrelationTests class - added StatisticalTests class - added several correlation tests to CorrelationTests - added several statistical tests to StatisticalTests - 1.1.13.009: + 13.9: - moved elo, glicko2, trueskill functions under class Metrics - 1.1.13.008: + 13.8: - moved Glicko2 to a seperate package - 1.1.13.007: + 13.7: - fixed bug with trueskill - 1.1.13.006: + 13.6: - cleaned up imports - 1.1.13.005: + 13.5: - cleaned up package - 1.1.13.004: + 13.4: - small fixes to regression to improve performance - 1.1.13.003: + 1.13.3: - filtered nans from regression - 1.1.13.002: + 1.13.2: - removed torch requirement, and moved Regression back to regression.py - 1.1.13.001: + 1.13.1: - bug fix with linear regression not returning a proper value - cleaned up regression - fixed bug with polynomial regressions - 1.1.13.000: + 1.13.0: - fixed all regressions to now properly work - 1.1.12.006: + 1.12.6: - fixed bg with a division by zero in histo_analysis - 1.1.12.005: + 1.12.5: - fixed numba issues by removing numba from elo, glicko2 and trueskill - 1.1.12.004: + 1.12.4: - renamed gliko to glicko - 1.1.12.003: + 1.12.3: - removed depreciated code - 1.1.12.002: + 1.12.2: - removed team first time trueskill instantiation in favor of integration in superscript.py - 1.1.12.001: + 1.12.1: - improved readibility of regression outputs by stripping tensor data - used map with lambda to acheive the improved readibility - lost numba jit support with regression, and generated_jit hangs at execution - TODO: reimplement correct numba integration in regression - 1.1.12.000: + 1.12.0: - temporarily fixed polynomial regressions by using sklearn's PolynomialFeatures - 1.1.11.010: + 1.11.010: - alphabeticaly ordered import lists - 1.1.11.009: + 1.11.9: - bug fixes - 1.1.11.008: + 1.11.8: - bug fixes - 1.1.11.007: + 1.11.7: - bug fixes - 1.1.11.006: + 1.11.6: - tested min and max - bug fixes - 1.1.11.005: + 1.11.5: - added min and max in basic_stats - 1.1.11.004: + 1.11.4: - bug fixes - 1.1.11.003: + 1.11.3: - bug fixes - 1.1.11.002: + 1.11.2: - consolidated metrics - fixed __all__ - 1.1.11.001: + 1.11.1: - added test/train split to RandomForestClassifier and RandomForestRegressor - 1.1.11.000: + 1.11.0: - added RandomForestClassifier and RandomForestRegressor - note: untested - 1.1.10.000: + 1.10.0: - added numba.jit to remaining functions - 1.1.9.002: + 1.9.2: - kernelized PCA and KNN - 1.1.9.001: + 1.9.1: - fixed bugs with SVM and NaiveBayes - 1.1.9.000: + 1.9.0: - added SVM class, subclasses, and functions - note: untested - 1.1.8.000: + 1.8.0: - added NaiveBayes classification engine - note: untested - 1.1.7.000: + 1.7.0: - added knn() - added confusion matrix to decisiontree() - 1.1.6.002: + 1.6.2: - changed layout of __changelog to be vscode friendly - 1.1.6.001: + 1.6.1: - added additional hyperparameters to decisiontree() - 1.1.6.000: + 1.6.0: - fixed __version__ - fixed __all__ order - added decisiontree() - 1.1.5.003: + 1.5.3: - added pca - 1.1.5.002: + 1.5.2: - reduced import list - added kmeans clustering engine - 1.1.5.001: + 1.5.1: - simplified regression by using .to(device) - 1.1.5.000: + 1.5.0: - added polynomial regression to regression(); untested - 1.1.4.000: + 1.4.0: - added trueskill() - 1.1.3.002: + 1.3.2: - renamed regression class to Regression, regression_engine() to regression gliko2_engine class to Gliko2 - 1.1.3.001: + 1.3.1: - changed glicko2() to return tuple instead of array - 1.1.3.000: + 1.3.0: - added glicko2_engine class and glicko() - verified glicko2() accuracy - 1.1.2.003: + 1.2.3: - fixed elo() - 1.1.2.002: + 1.2.2: - added elo() - elo() has bugs to be fixed - 1.1.2.001: + 1.2.1: - readded regrression import - 1.1.2.000: + 1.2.0: - integrated regression.py as regression class - removed regression import - fixed metadata for regression class - fixed metadata for analysis class - 1.1.1.001: + 1.1.1: - regression_engine() bug fixes, now actaully regresses - 1.1.1.000: + 1.1.0: - added regression_engine() - added all regressions except polynomial - 1.1.0.007: + 1.0.7: - updated _init_device() - 1.1.0.006: + 1.0.6: - removed useless try statements - 1.1.0.005: + 1.0.5: - removed impossible outcomes - 1.1.0.004: + 1.0.4: - added performance metrics (r^2, mse, rms) - 1.1.0.003: + 1.0.3: - resolved nopython mode for mean, median, stdev, variance - 1.1.0.002: + 1.0.2: - snapped (removed) majority of uneeded imports - forced object mode (bad) on all jit - TODO: stop numba complaining about not being able to compile in nopython mode - 1.1.0.001: + 1.0.1: - removed from sklearn import * to resolve uneeded wildcard imports - 1.1.0.000: + 1.0.0: - removed c_entities,nc_entities,obstacles,objectives from __all__ - applied numba.jit to all functions - depreciated and removed stdev_z_split @@ -221,93 +221,93 @@ __changelog__ = """changelog: - depreciated and removed all nonessential functions (basic_analysis, benchmark, strip_data) - optimized z_normalize using sklearn.preprocessing.normalize - TODO: implement kernel/function based pytorch regression optimizer - 1.0.9.000: + 0.9.0: - refactored - numpyed everything - removed stats in favor of numpy functions - 1.0.8.005: + 0.8.5: - minor fixes - 1.0.8.004: + 0.8.4: - removed a few unused dependencies - 1.0.8.003: + 0.8.3: - added p_value function - 1.0.8.002: - - updated __all__ correctly to contain changes made in v 1.0.8.000 and v 1.0.8.001 - 1.0.8.001: + 0.8.2: + - updated __all__ correctly to contain changes made in v 0.8.0 and v 0.8.1 + 0.8.1: - refactors - bugfixes - 1.0.8.000: + 0.8.0: - depreciated histo_analysis_old - depreciated debug - altered basic_analysis to take array data instead of filepath - refactor - optimization - 1.0.7.002: + 0.7.2: - bug fixes - 1.0.7.001: + 0.7.1: - bug fixes - 1.0.7.000: + 0.7.0: - added tanh_regression (logistical regression) - bug fixes - 1.0.6.005: + 0.6.5: - added z_normalize function to normalize dataset - bug fixes - 1.0.6.004: + 0.6.4: - bug fixes - 1.0.6.003: + 0.6.3: - bug fixes - 1.0.6.002: + 0.6.2: - bug fixes - 1.0.6.001: + 0.6.1: - corrected __all__ to contain all of the functions - 1.0.6.000: + 0.6.0: - added calc_overfit, which calculates two measures of overfit, error and performance - added calculating overfit to optimize_regression - 1.0.5.000: + 0.5.0: - added optimize_regression function, which is a sample function to find the optimal regressions - optimize_regression function filters out some overfit funtions (functions with r^2 = 1) - planned addition: overfit detection in the optimize_regression function - 1.0.4.002: + 0.4.2: - added __changelog__ - updated debug function with log and exponential regressions - 1.0.4.001: + 0.4.1: - added log regressions - added exponential regressions - added log_regression and exp_regression to __all__ - 1.0.3.008: + 0.3.8: - added debug function to further consolidate functions - 1.0.3.007: + 0.3.7: - added builtin benchmark function - added builtin random (linear) data generation function - added device initialization (_init_device) - 1.0.3.006: + 0.3.6: - reorganized the imports list to be in alphabetical order - added search and regurgitate functions to c_entities, nc_entities, obstacles, objectives - 1.0.3.005: + 0.3.5: - major bug fixes - updated historical analysis - depreciated old historical analysis - 1.0.3.004: + 0.3.4: - added __version__, __author__, __all__ - added polynomial regression - added root mean squared function - added r squared function - 1.0.3.003: + 0.3.3: - bug fixes - added c_entities - 1.0.3.002: + 0.3.2: - bug fixes - added nc_entities, obstacles, objectives - consolidated statistics.py to analysis.py - 1.0.3.001: + 0.3.1: - compiled 1d, column, and row basic stats into basic stats function - 1.0.3.000: + 0.3.0: - added historical analysis function - 1.0.2.xxx: + 0.2.x: - added z score test - 1.0.1.xxx: + 0.1.x: - major bug fixes - 1.0.0.xxx: + 0.0.x: - added loading csv - added 1d, column, row basic stats """ @@ -342,7 +342,7 @@ __all__ = [ # now back to your regularly scheduled programming: -# imports (now in alphabetical order! v 1.0.3.006): +# imports (now in alphabetical order! v 0.3.006): import csv from analysis.metrics import elo as Elo diff --git a/analysis-master/analysis/regression.py b/analysis-master/analysis/regression.py index 423f47e4..e9d8199a 100644 --- a/analysis-master/analysis/regression.py +++ b/analysis-master/analysis/regression.py @@ -5,20 +5,20 @@ # this module is cuda-optimized and vectorized (except for one small part) # setup: -__version__ = "1.0.0.004" +__version__ = "0.0.4" # changelog should be viewed using print(analysis.regression.__changelog__) __changelog__ = """ - 1.0.0.004: + 0.0.4: - bug fixes - fixed changelog - 1.0.0.003: + 0.0.3: - bug fixes - 1.0.0.002: + 0.0.2: -Added more parameters to log, exponential, polynomial -Added SigmoidalRegKernelArthur, because Arthur apparently needs to train the scaling and shifting of sigmoids - 1.0.0.001: + 0.0.1: -initial release, with linear, log, exponential, polynomial, and sigmoid kernels -already vectorized (except for polynomial generation) and CUDA-optimized """ diff --git a/analysis-master/analysis/titanlearn.py b/analysis-master/analysis/titanlearn.py index eb01b476..2d853922 100644 --- a/analysis-master/analysis/titanlearn.py +++ b/analysis-master/analysis/titanlearn.py @@ -7,23 +7,23 @@ # this module learns from its mistakes far faster than 2022's captains # setup: -__version__ = "2.0.1.001" +__version__ = "1.1.1" #changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: - 2.0.1.001: + 1.1.1: - removed matplotlib import - removed graphloss() - 2.0.1.000: + 1.1.0: - added net, dataset, dataloader, and stdtrain template definitions - added graphloss function - 2.0.0.001: + 1.0.1: - added clear functions - 2.0.0.000: + 1.0.0: - complete rewrite planned - depreciated 1.0.0.xxx versions - added simple training loop - 1.0.0.xxx: + 0.0.x: -added generation of ANNS, basic SGD training """ diff --git a/analysis-master/analysis/visualization.py b/analysis-master/analysis/visualization.py index 231a3a05..0c3d4f5a 100644 --- a/analysis-master/analysis/visualization.py +++ b/analysis-master/analysis/visualization.py @@ -6,13 +6,13 @@ # fancy # setup: -__version__ = "1.0.0.001" +__version__ = "0.0.1" #changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: - 1.0.0.001: + 0.0.1: - added graphhistogram function as a fragment of visualize_pit.py - 1.0.0.000: + 0.0.0: - created visualization.py - added graphloss() - added imports diff --git a/analysis-master/dist/analysis-1.0.0.10-py3-none-any.whl b/analysis-master/dist/analysis-1.10-py3-none-any.whl similarity index 100% rename from analysis-master/dist/analysis-1.0.0.10-py3-none-any.whl rename to analysis-master/dist/analysis-1.10-py3-none-any.whl diff --git a/analysis-master/dist/analysis-1.0.0.10.tar.gz b/analysis-master/dist/analysis-1.10.tar.gz similarity index 100% rename from analysis-master/dist/analysis-1.0.0.10.tar.gz rename to analysis-master/dist/analysis-1.10.tar.gz diff --git a/analysis-master/dist/analysis-1.0.0.11-py3-none-any.whl b/analysis-master/dist/analysis-1.11-py3-none-any.whl similarity index 100% rename from analysis-master/dist/analysis-1.0.0.11-py3-none-any.whl rename to analysis-master/dist/analysis-1.11-py3-none-any.whl diff --git a/analysis-master/dist/analysis-1.0.0.11.tar.gz b/analysis-master/dist/analysis-1.11.tar.gz similarity index 100% rename from analysis-master/dist/analysis-1.0.0.11.tar.gz rename to analysis-master/dist/analysis-1.11.tar.gz diff --git a/analysis-master/dist/analysis-1.0.0.12-py3-none-any.whl b/analysis-master/dist/analysis-1.12-py3-none-any.whl similarity index 100% rename from analysis-master/dist/analysis-1.0.0.12-py3-none-any.whl rename to analysis-master/dist/analysis-1.12-py3-none-any.whl diff --git a/analysis-master/dist/analysis-1.0.0.12.tar.gz b/analysis-master/dist/analysis-1.12.tar.gz similarity index 100% rename from analysis-master/dist/analysis-1.0.0.12.tar.gz rename to analysis-master/dist/analysis-1.12.tar.gz diff --git a/analysis-master/dist/analysis-1.0.0.8-py3-none-any.whl b/analysis-master/dist/analysis-1.8-py3-none-any.whl similarity index 100% rename from analysis-master/dist/analysis-1.0.0.8-py3-none-any.whl rename to analysis-master/dist/analysis-1.8-py3-none-any.whl diff --git a/analysis-master/dist/analysis-1.0.0.8.tar.gz b/analysis-master/dist/analysis-1.8.tar.gz similarity index 100% rename from analysis-master/dist/analysis-1.0.0.8.tar.gz rename to analysis-master/dist/analysis-1.8.tar.gz diff --git a/analysis-master/dist/analysis-1.0.0.9-py3-none-any.whl b/analysis-master/dist/analysis-1.9-py3-none-any.whl similarity index 100% rename from analysis-master/dist/analysis-1.0.0.9-py3-none-any.whl rename to analysis-master/dist/analysis-1.9-py3-none-any.whl diff --git a/analysis-master/dist/analysis-1.0.0.9.tar.gz b/analysis-master/dist/analysis-1.9.tar.gz similarity index 100% rename from analysis-master/dist/analysis-1.0.0.9.tar.gz rename to analysis-master/dist/analysis-1.9.tar.gz diff --git a/analysis-master/setup.py b/analysis-master/setup.py index 043ca845..64dfdc44 100644 --- a/analysis-master/setup.py +++ b/analysis-master/setup.py @@ -8,7 +8,7 @@ with open("requirements.txt", 'r') as file: setuptools.setup( name="analysis", - version="1.0.0.012", + version="1.12", author="The Titan Scouting Team", author_email="titanscout2022@gmail.com", description="analysis package developed by Titan Scouting for The Red Alliance", @@ -17,7 +17,7 @@ setuptools.setup( url="https://github.com/titanscout2022/tr2022-strategy", packages=setuptools.find_packages(), install_requires=requirements, - license = "GNU General Public License v3.0", + license = "BSD 3-Clause License", classifiers=[ "Programming Language :: Python :: 3", "Operating System :: OS Independent", diff --git a/data-analysis/superscript.py b/data-analysis/superscript.py index 94e2d84a..f820a37c 100644 --- a/data-analysis/superscript.py +++ b/data-analysis/superscript.py @@ -3,17 +3,17 @@ # Notes: # setup: -__version__ = "0.0.6.002" +__version__ = "0.6.2" # changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: - 0.0.6.002: + 0.6.2: - integrated get_team_rankings.py as get_team_metrics() function - integrated visualize_pit.py as graph_pit_histogram() function - 0.0.6.001: + 0.6.1: - bug fixes with analysis.Metric() calls - modified metric functions to use config.json defined default values - 0.0.6.000: + 0.6.0: - removed main function - changed load_config function - added save_config function @@ -24,66 +24,66 @@ __changelog__ = """changelog: - renamed metricsloop to metricloop - split push to database functions amon push_match, push_metric, push_pit - moved - 0.0.5.002: + 0.5.2: - made changes due to refactoring of analysis - 0.0.5.001: + 0.5.1: - text fixes - removed matplotlib requirement - 0.0.5.000: + 0.5.0: - improved user interface - 0.0.4.002: + 0.4.2: - removed unessasary code - 0.0.4.001: + 0.4.1: - fixed bug where X range for regression was determined before sanitization - better sanitized data - 0.0.4.000: + 0.4.0: - fixed spelling issue in __changelog__ - addressed nan bug in regression - fixed errors on line 335 with metrics calling incorrect key "glicko2" - fixed errors in metrics computing - 0.0.3.000: + 0.3.0: - added analysis to pit data - 0.0.2.001: + 0.2.1: - minor stability patches - implemented db syncing for timestamps - fixed bugs - 0.0.2.000: + 0.2.0: - finalized testing and small fixes - 0.0.1.004: + 0.1.4: - finished metrics implement, trueskill is bugged - 0.0.1.003: + 0.1.3: - working - 0.0.1.002: + 0.1.2: - started implement of metrics - 0.0.1.001: + 0.1.1: - cleaned up imports - 0.0.1.000: + 0.1.0: - tested working, can push to database - 0.0.0.009: + 0.0.9: - tested working - prints out stats for the time being, will push to database later - 0.0.0.008: + 0.0.8: - added data import - removed tba import - finished main method - 0.0.0.007: + 0.0.7: - added load_config - optimized simpleloop for readibility - added __all__ entries - added simplestats engine - pending testing - 0.0.0.006: + 0.0.6: - fixes - 0.0.0.005: + 0.0.5: - imported pickle - created custom database object - 0.0.0.004: + 0.0.4: - fixed simpleloop to actually return a vector - 0.0.0.003: + 0.0.3: - added metricsloop which is unfinished - 0.0.0.002: + 0.0.2: - added simpleloop which is untested until data is provided - 0.0.0.001: + 0.0.1: - created script - added analysis, numba, numpy imports """ From 8cea47988015c5c2b2451a6ca9cb0f32e5773b38 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 10 Aug 2020 21:01:50 +0000 Subject: [PATCH 25/30] renamed analysis folder to tra_analysis Signed-off-by: Arthur Lu --- .../.ipynb_checkpoints/equation-checkpoint.ipynb | 0 analysis-master/{analysis => tra_analysis}/__init__.py | 0 analysis-master/{analysis => tra_analysis}/analysis.py | 0 analysis-master/{analysis => tra_analysis}/equation.ipynb | 0 analysis-master/{analysis => tra_analysis}/metrics/__init__.py | 0 analysis-master/{analysis => tra_analysis}/metrics/elo.py | 0 analysis-master/{analysis => tra_analysis}/metrics/glicko2.py | 0 analysis-master/{analysis => tra_analysis}/metrics/trueskill.py | 0 analysis-master/{analysis => tra_analysis}/regression.py | 0 analysis-master/{analysis => tra_analysis}/titanlearn.py | 0 analysis-master/{analysis => tra_analysis}/visualization.py | 0 11 files changed, 0 insertions(+), 0 deletions(-) rename analysis-master/{analysis => tra_analysis}/.ipynb_checkpoints/equation-checkpoint.ipynb (100%) rename analysis-master/{analysis => tra_analysis}/__init__.py (100%) rename analysis-master/{analysis => tra_analysis}/analysis.py (100%) rename analysis-master/{analysis => tra_analysis}/equation.ipynb (100%) rename analysis-master/{analysis => tra_analysis}/metrics/__init__.py (100%) rename analysis-master/{analysis => tra_analysis}/metrics/elo.py (100%) rename analysis-master/{analysis => tra_analysis}/metrics/glicko2.py (100%) rename analysis-master/{analysis => tra_analysis}/metrics/trueskill.py (100%) rename analysis-master/{analysis => tra_analysis}/regression.py (100%) rename analysis-master/{analysis => tra_analysis}/titanlearn.py (100%) rename analysis-master/{analysis => tra_analysis}/visualization.py (100%) diff --git a/analysis-master/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb b/analysis-master/tra_analysis/.ipynb_checkpoints/equation-checkpoint.ipynb similarity index 100% rename from analysis-master/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb rename to analysis-master/tra_analysis/.ipynb_checkpoints/equation-checkpoint.ipynb diff --git a/analysis-master/analysis/__init__.py b/analysis-master/tra_analysis/__init__.py similarity index 100% rename from analysis-master/analysis/__init__.py rename to analysis-master/tra_analysis/__init__.py diff --git a/analysis-master/analysis/analysis.py b/analysis-master/tra_analysis/analysis.py similarity index 100% rename from analysis-master/analysis/analysis.py rename to analysis-master/tra_analysis/analysis.py diff --git a/analysis-master/analysis/equation.ipynb b/analysis-master/tra_analysis/equation.ipynb similarity index 100% rename from analysis-master/analysis/equation.ipynb rename to analysis-master/tra_analysis/equation.ipynb diff --git a/analysis-master/analysis/metrics/__init__.py b/analysis-master/tra_analysis/metrics/__init__.py similarity index 100% rename from analysis-master/analysis/metrics/__init__.py rename to analysis-master/tra_analysis/metrics/__init__.py diff --git a/analysis-master/analysis/metrics/elo.py b/analysis-master/tra_analysis/metrics/elo.py similarity index 100% rename from analysis-master/analysis/metrics/elo.py rename to analysis-master/tra_analysis/metrics/elo.py diff --git a/analysis-master/analysis/metrics/glicko2.py b/analysis-master/tra_analysis/metrics/glicko2.py similarity index 100% rename from analysis-master/analysis/metrics/glicko2.py rename to analysis-master/tra_analysis/metrics/glicko2.py diff --git a/analysis-master/analysis/metrics/trueskill.py b/analysis-master/tra_analysis/metrics/trueskill.py similarity index 100% rename from analysis-master/analysis/metrics/trueskill.py rename to analysis-master/tra_analysis/metrics/trueskill.py diff --git a/analysis-master/analysis/regression.py b/analysis-master/tra_analysis/regression.py similarity index 100% rename from analysis-master/analysis/regression.py rename to analysis-master/tra_analysis/regression.py diff --git a/analysis-master/analysis/titanlearn.py b/analysis-master/tra_analysis/titanlearn.py similarity index 100% rename from analysis-master/analysis/titanlearn.py rename to analysis-master/tra_analysis/titanlearn.py diff --git a/analysis-master/analysis/visualization.py b/analysis-master/tra_analysis/visualization.py similarity index 100% rename from analysis-master/analysis/visualization.py rename to analysis-master/tra_analysis/visualization.py From 245a47bdd23966b8836cede2d9d7aa968076556e Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 10 Aug 2020 21:25:25 +0000 Subject: [PATCH 26/30] analysis.py v 2.2.1 Signed-off-by: Arthur Lu --- analysis-master/tra_analysis/analysis.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/analysis-master/tra_analysis/analysis.py b/analysis-master/tra_analysis/analysis.py index b62594d6..4e422c40 100644 --- a/analysis-master/tra_analysis/analysis.py +++ b/analysis-master/tra_analysis/analysis.py @@ -7,10 +7,12 @@ # current benchmark of optimization: 1.33 times faster # setup: -__version__ = "2.2.0" +__version__ = "2.2.1" # changelog should be viewed using print(analysis.__changelog__) __changelog__ = """changelog: + 2.2.1: + changed all references to parent package analysis to tra_analysis 2.2.0: - added Sort class - added several array sorting functions to Sort class including: @@ -345,8 +347,8 @@ __all__ = [ # imports (now in alphabetical order! v 0.3.006): import csv -from analysis.metrics import elo as Elo -from analysis.metrics import glicko2 as Glicko2 +from tra_analysis.metrics import elo as Elo +from tra_analysis.metrics import glicko2 as Glicko2 import math import numba from numba import jit @@ -355,7 +357,7 @@ import scipy from scipy import optimize, stats import sklearn from sklearn import preprocessing, pipeline, linear_model, metrics, cluster, decomposition, tree, neighbors, naive_bayes, svm, model_selection, ensemble -from analysis.metrics import trueskill as Trueskill +from tra_analysis.metrics import trueskill as Trueskill import warnings class error(ValueError): From faaee5bedd44948c80e0bebe4debac226b9c816d Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 10 Aug 2020 21:37:41 +0000 Subject: [PATCH 27/30] removed old bins under analysis-master/dist/ Signed-off-by: Arthur Lu --- .../dist/analysis-1.10-py3-none-any.whl | Bin 20742 -> 0 bytes analysis-master/dist/analysis-1.10.tar.gz | Bin 18950 -> 0 bytes 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z_k!)-%}S*nvy@oP_lEG**Q9f`TxfEF^^%&!OHY=i61Fzk*|~aiw=_@vL_R$DB?VfE znQ@y?F;sYbKoz3P%I;;F|HNZDgjEhbGe_*X84MGRtAFR|*Bbf6xu5Zg?~Tedo&y1IgD!nnFviAo9~?_a~<;fo(eBJ%Xp6waTI@U zV`Kx3UFscYzgt$~f_?#kx7-yboFCEY$WS;Q% z;l~0DUI}aQ=><1x&N7XnNa;8|5x_;XTaO=Kt#e`E7}mbRtmeDaa{AC}xO0k(Lh{dU z#kcn`hF_Kc{8ah>WiHyO9({arI)@SFeNgZPj1znhHPf~>9?id;7tH)5@B zB5t#QuMz6%HxPe1!8b9td8gMH2Dp>@@3XnZLcK}4%|g8!Ea+?Tx4WZM# zWjME2`Zn3^8WgN^3+Sf$c5_U(JtqR}S@=ZO3i-#c{{a=he?b5M From 8fdd575863be2b5dd683a821c4590a1145f5f5a5 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 10 Aug 2020 23:20:43 +0000 Subject: [PATCH 28/30] fixed analysis reference in superscript_old Signed-off-by: Arthur Lu --- data-analysis/superscript_old.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data-analysis/superscript_old.py b/data-analysis/superscript_old.py index 05562c19..880320cc 100644 --- a/data-analysis/superscript_old.py +++ b/data-analysis/superscript_old.py @@ -86,7 +86,7 @@ __all__ = [ # imports: -from analysis import analysis as an +from tra_analysis import analysis as an import data as d import numpy as np from os import system, name From 273af3395fb5976693044063e9047bd115dbf4e9 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Mon, 10 Aug 2020 23:32:50 +0000 Subject: [PATCH 29/30] readded old config files Signed-off-by: Arthur Lu --- data-analysis/config/competition.config | 1 + data-analysis/config/database.config | 0 data-analysis/config/stats.config | 14 ++++++++++++++ 3 files changed, 15 insertions(+) create mode 100644 data-analysis/config/competition.config create mode 100644 data-analysis/config/database.config create mode 100644 data-analysis/config/stats.config diff --git a/data-analysis/config/competition.config b/data-analysis/config/competition.config new file mode 100644 index 00000000..511e258a --- /dev/null +++ b/data-analysis/config/competition.config @@ -0,0 +1 @@ +2020ilch \ No newline at end of file diff --git a/data-analysis/config/database.config b/data-analysis/config/database.config new file mode 100644 index 00000000..e69de29b diff --git a/data-analysis/config/stats.config b/data-analysis/config/stats.config new file mode 100644 index 00000000..5b0501ac --- /dev/null +++ b/data-analysis/config/stats.config @@ -0,0 +1,14 @@ +balls-blocked,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-collected,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-lower-teleop,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-lower-auto,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-started,basic_stats,historical_analyss,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-upper-teleop,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +balls-upper-auto,basic_stats,historical_analysis,regression_linear,regression_logarithmic,regression_exponential,regression_polynomial,regression_sigmoidal +wheel-mechanism +low-balls +high-balls +wheel-success +strategic-focus +climb-mechanism +attitude \ No newline at end of file From 290b7506e3650ab3b432297d6f3eb09b9e669aa6 Mon Sep 17 00:00:00 2001 From: Arthur Lu Date: Tue, 11 Aug 2020 00:29:23 +0000 Subject: [PATCH 30/30] modified README simplified devcontainer.json Signed-off-by: Arthur Lu --- .devcontainer/devcontainer.json | 2 +- README.md | 34 +++++++-------------------------- 2 files changed, 8 insertions(+), 28 deletions(-) diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json index 89b4b88b..aabb68b8 100644 --- a/.devcontainer/devcontainer.json +++ b/.devcontainer/devcontainer.json @@ -23,5 +23,5 @@ "mhutchie.git-graph", "donjayamanne.jupyter", ], - "postCreateCommand": "pip install -r analysis-master/requirements.txt && pip install -r data-analysis/requirements.txt && pip install analysis-master/dist/analysis-latest-py3-none-any.whl" + "postCreateCommand": "pip install tra-analysis" } \ No newline at end of file diff --git a/README.md b/README.md index f7bfbf44..d69279df 100644 --- a/README.md +++ b/README.md @@ -5,35 +5,15 @@ Titan Robotics 2022 Strategy Team Repository for Data Analysis Tools. Included w * Python >= 3.6 * Pip which can be installed by running `python -m pip install -U pip` after installing python ## Installing -There are a few different services/packages that can be installed. Installation instructions are seperated by scenario and are ordered from least complex to most. -### Linux (Most Distros)/Windows ｜ TRA Service plus GUI, Analysis Package -Portable application files are avaliable on the releases page. -* Download the `.zip` or `.tar.gz` files from the releases page. If you want the GUI version, be sure to download the one marked with GUI. -* Unzip the files and save the folder somewhere safe. -* Navigate to the unzipped folder and run: - * Windows: `TRA-GUI.bat` . - * Linux: `TRA-GUI.sh`. -### Linux (Most Distros)/Windows ｜ TRA Service, Analysis Package -Service application files are avaliable on the releases page. -* Download the `.zip` or `tar.gz` files from from the releases page. If you want the Service version, be sure to download the one that is not marked with GUI. The GUI version will also contain the service application. -* Unzip the files and save the folder somewhere safe. -* Navigate to the unzipped folder and run: - * Windows: `TRA.bat`. - * Linux: `TRA.sh`. -### Linux (Most Distros) CLI-Only ｜ TRA Service, Analysis Package -Service application files are avaliable on the releases page. -* Download the `.zip` or `tar.gz` files from from the releases page with `wget https://github.com/titanscout2022/red-alliance-analysis/releases/download/latest/TRA.tar.gz`. If you want the Service version, be sure to download the one that is not marked with GUI. The GUI version will also contain the service application. -* Unzip the files with `tar -xzf TRA.tar.gz` . -* Navigate to the unzipped folder with `cd TRA/` and run `./TRA.sh`. -### Installing Only the Analysis Package -Make sure that python an pip are already installed. -Download the `.whl` file from the releases page. Then install the wheel file by running `pip install [name of the .whl file]`. -### Installing Only the Analysis Package From Source -Navigating to `analysis-master/`, running `./build.sh` will build the analysis package from `analysis-master/analysis/`. The built wheel files are stored in `analysis-master/dist/`. -## Config +### Standard Platforms +For the latest version of tra-analysis, run `pip install tra-analysis` or `pip install tra_analysis`. The requirements for tra-analysis should be automatically installed. +### Exotic Platforms (Android) +[Termux](https://termux.com/) is recommended for a linux environemnt on Android. Consult the [documentation]() for advice on installing the prerequisites. After installing the prerequisites, the package should be installed normally with `pip install tra-analysis` or `pip install tra_analysis`. +## Use +tra-analysis operates like any other python package. Consult the [documentation]() for more information. # Supported Platforms Although any modern 64 bit platform should be supported, the following platforms have been tested to be working: -* AMD64 (Tested on Zen 1, Zen +, and Zen 2) +* AMD64 (Tested on Zen, Zen+, and Zen 2) * Intel 64/x86_64/x64 (Tested on Kaby Lake) * ARM64 (Tested on Broadcom BCM2836 SoC, Broadcom BCM2711 SoC) ###