diff --git a/notebooks/clean_ph_summary.ipynb b/notebooks/clean_ph_summary.ipynb new file mode 100644 index 0000000..ab6444b --- /dev/null +++ b/notebooks/clean_ph_summary.ipynb @@ -0,0 +1,501 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/Users/marcin/Documents/VIMSS/ontology/Sample/sample-annotator/notebooks'" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import os\n", + "os.getcwd() " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['/Users/marcin/Documents/VIMSS/ontology/Sample/sample-annotator/notebooks',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python37.zip',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/lib-dynload',\n", + " '',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/xn2v-0.1.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/sklearn-0.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/wrapt-1.12.0-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/wheel-0.34.2-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/termcolor-1.1.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/scipy-1.4.1-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/protobuf-3.11.3-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/opt_einsum-3.1.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/Keras_Preprocessing-1.1.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/Keras_Applications-1.0.8-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/grpcio-1.27.2-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/google_pasta-0.1.8-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/astor-0.8.1-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/absl_py-0.9.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/scikit_learn-0.22.1-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/Werkzeug-1.0.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/setuptools-45.2.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/requests-2.23.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/google_auth-1.11.2-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/google_auth_oauthlib-0.4.1-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/h5py-2.10.0-py3.7-macosx-10.9-x86_64.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/joblib-0.14.1-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/urllib3-1.25.8-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/rsa-4.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/pyasn1_modules-0.2.8-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/requests_oauthlib-1.3.0-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/pyasn1-0.4.8-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/oauthlib-3.1.0-py3.7.egg',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/Knowledge_Graph_Exchange-0.0.1-py3.7.egg',\n", + " '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/click-6.7-py3.7.egg',\n", + " '/Users/marcin/Library/Python/3.7/lib/python/site-packages/IPython/extensions',\n", + " '/Users/marcin/.ipython',\n", + " '/Users/marcin/Documents/VIMSS/ontology/Sample/sample-annotator/sample_annotator',\n", + " '/Users/marcin/Documents/VIMSS/ontology/Sample/sample-annotator/sample_annotator']" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sys\n", + "sys.path.append(os.path.abspath(\"/Users/marcin/Documents/VIMSS/ontology/Sample/sample-annotator/sample_annotator\"))\n", + "#sys.path.append('../sample-annotator')\n", + "sys.path" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting git+https://github.com/microbiomedata/sample-annotator.git\n", + " Cloning https://github.com/microbiomedata/sample-annotator.git to /private/var/folders/hx/svkm0dlj0bd9689lm21_7fyw0000gs/T/pip-req-build-hhm23tci\n", + " Running command git clone -q https://github.com/microbiomedata/sample-annotator.git /private/var/folders/hx/svkm0dlj0bd9689lm21_7fyw0000gs/T/pip-req-build-hhm23tci\n", + " Installing build dependencies ... \u001b[?25lerror\n", + "\u001b[31m ERROR: Command errored out with exit status 1:\n", + " command: /Library/Frameworks/Python.framework/Versions/3.7/bin/python3.7 /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip install --ignore-installed --no-user --prefix /private/var/folders/hx/svkm0dlj0bd9689lm21_7fyw0000gs/T/pip-build-env-0qwi3x51/overlay --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel\n", + " cwd: None\n", + " Complete output (44 lines):\n", + " Traceback (most recent call last):\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/runpy.py\", line 193, in _run_module_as_main\n", + " \"__main__\", mod_spec)\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/runpy.py\", line 85, in _run_code\n", + " exec(code, run_globals)\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/__main__.py\", line 26, in \n", + " sys.exit(_main())\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/cli/main.py\", line 73, in main\n", + " command = create_command(cmd_name, isolated=(\"--isolated\" in cmd_args))\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/commands/__init__.py\", line 104, in create_command\n", + " module = importlib.import_module(module_path)\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/importlib/__init__.py\", line 127, in import_module\n", + " return _bootstrap._gcd_import(name[level:], package, level)\n", + " File \"\", line 1006, in _gcd_import\n", + " File \"\", line 983, in _find_and_load\n", + " File \"\", line 967, in _find_and_load_unlocked\n", + " File \"\", line 677, in _load_unlocked\n", + " File \"\", line 726, in exec_module\n", + " File \"\", line 219, in _call_with_frames_removed\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/commands/install.py\", line 24, in \n", + " from pip._internal.cli.req_command import RequirementCommand, with_cleanup\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/cli/req_command.py\", line 16, in \n", + " from pip._internal.index.package_finder import PackageFinder\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/index/package_finder.py\", line 21, in \n", + " from pip._internal.index.collector import parse_links\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_internal/index/collector.py\", line 14, in \n", + " from pip._vendor import html5lib, requests\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_vendor/requests/__init__.py\", line 114, in \n", + " from . import utils\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_vendor/requests/utils.py\", line 25, in \n", + " from . import certs\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_vendor/requests/certs.py\", line 15, in \n", + " from pip._vendor.certifi import where\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_vendor/certifi/__init__.py\", line 1, in \n", + " from .core import contents, where\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip/_vendor/certifi/core.py\", line 12, in \n", + " from importlib.resources import read_text\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/importlib/resources.py\", line 12, in \n", + " from typing import Iterable, Iterator, Optional, Set, Union # noqa: F401\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/typing.py\", line 1356, in \n", + " class Callable(extra=collections_abc.Callable, metaclass=CallableMeta):\n", + " File \"/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/typing.py\", line 1004, in __new__\n", + " self._abc_registry = extra._abc_registry\n", + " AttributeError: type object 'Callable' has no attribute '_abc_registry'\n", + " ----------------------------------------\u001b[0m\n", + "\u001b[31mERROR: Command errored out with exit status 1: /Library/Frameworks/Python.framework/Versions/3.7/bin/python3.7 /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/pip install --ignore-installed --no-user --prefix /private/var/folders/hx/svkm0dlj0bd9689lm21_7fyw0000gs/T/pip-build-env-0qwi3x51/overlay --no-warn-script-location --no-binary :none: --only-binary :none: -i https://pypi.org/simple -- setuptools wheel Check the logs for full command output.\u001b[0m\n", + "\u001b[33mWARNING: You are using pip version 20.1.1; however, version 21.2.4 is available.\n", + "You should consider upgrading via the '/Library/Frameworks/Python.framework/Versions/3.7/bin/python3.7 -m pip install --upgrade pip' command.\u001b[0m\n", + "\u001b[?25h" + ] + } + ], + "source": [ + "!pip install git+https://github.com/microbiomedata/sample-annotator.git" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'sample_annotator'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0msample_annotator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeasurements\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmeasurements\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mMeasurementEngine\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0msample_annotator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreport_model\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mAnnotationReport\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sample_annotator'" + ] + } + ], + "source": [ + "from sample_annotator.measurements.measurements import MeasurementEngine\n", + "from sample_annotator.report_model import AnnotationReport\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import ." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Package Version\n", + "------------------------ -----------\n", + "absl-py 0.9.0\n", + "antlr4-python3-runtime 4.9.2\n", + "appdirs 1.4.4\n", + "appnope 0.1.0\n", + "argh 0.26.2\n", + "astor 0.8.1\n", + "astunparse 1.6.3\n", + "attrs 21.2.0\n", + "backcall 0.1.0\n", + "bcp47 0.0.4\n", + "beautifulsoup4 4.9.3\n", + "bioregistry 0.2.5\n", + "biothings-client 0.2.0\n", + "bleach 3.0.2\n", + "bokeh 2.0.2\n", + "cache-decorator 1.2.5\n", + "cachetools 4.2.2\n", + "cachier 1.2.5\n", + "catboost 0.24.4\n", + "certifi 2021.5.30\n", + "cffi 1.14.5\n", + "CFGraph 0.2.1\n", + "chardet 4.0.0\n", + "click 7.1.2\n", + "cloudpickle 1.4.1\n", + "colorama 0.4.4\n", + "colorcet 2.0.2\n", + "compress-json 1.0.3\n", + "compress-pickle 1.1.1\n", + "cycler 0.10.0\n", + "dask 2.18.1\n", + "datashader 0.11.0\n", + "datashape 0.5.2\n", + "deap 1.3.1\n", + "decorator 4.3.0\n", + "defusedxml 0.5.0\n", + "Deprecated 1.2.12\n", + "dict-hash 1.1.0\n", + "dill 0.3.3\n", + "distlib 0.3.2\n", + "distributed 2.18.0\n", + "distro 1.5.0\n", + "docopt 0.6.2\n", + "downloaders 1.0.12\n", + "encodeproject 1.0.17\n", + "ensmallen-graph 0.5.2\n", + "entrypoints 0.2.3\n", + "env 0.1.0\n", + "et-xmlfile 1.0.1\n", + "filelock 3.0.12\n", + "frozendict 2.0.3\n", + "fsspec 0.7.4\n", + "funowl 0.1.6\n", + "future 0.18.2\n", + "gast 0.3.3\n", + "ghp-import 2.0.1\n", + "google-auth 1.11.2\n", + "google-auth-oauthlib 0.4.1\n", + "google-pasta 0.1.8\n", + "googlemaps 4.4.5\n", + "graphviz 0.16\n", + "greenlet 1.1.0\n", + "grpcio 1.27.2\n", + "h5py 2.10.0\n", + "hbreader 0.9.1\n", + "hdmf 1.2.0\n", + "HeapDict 1.0.1\n", + "holoviews 1.13.2\n", + "html3 1.17\n", + "humanize 2.4.0\n", + "idna 2.10\n", + "imageio 2.9.0\n", + "importlib-metadata 4.6.1\n", + "inflect 5.3.0\n", + "ipykernel 5.1.0\n", + "ipython 7.2.0\n", + "ipython-genutils 0.2.0\n", + "ipywidgets 7.4.2\n", + "isodate 0.6.0\n", + "jdcal 1.4.1\n", + "jedi 0.13.1\n", + "Jinja2 2.10\n", + "joblib 0.14.1\n", + "jsobject 0.10.2\n", + "jsonasobj 2.0.2.dev4\n", + "jsonasobj2 1.0.4\n", + "jsonschema 2.6.0\n", + "jupyter 1.0.0\n", + "jupyter-client 5.2.3\n", + "jupyter-console 6.0.0\n", + "jupyter-core 4.4.0\n", + "Keras 2.4.3\n", + "Keras-Applications 1.0.8\n", + "Keras-Preprocessing 1.1.0\n", + "kiwisolver 1.2.0\n", + "Knowledge-Graph-Exchange 0.0.1\n", + "linkml 1.0.1\n", + "linkml-model 1.0.1\n", + "linkml-runtime 1.0.10\n", + "llvmlite 0.33.0\n", + "locket 0.2.0\n", + "lxml 4.6.3\n", + "Markdown 3.3.4\n", + "MarkupSafe 1.1.0\n", + "marshmallow 3.0.0b3\n", + "matplotlib 3.2.1\n", + "mergedeep 1.3.4\n", + "mistune 0.8.4\n", + "mkdocs 1.2.1\n", + "more-click 0.0.5\n", + "more-itertools 8.8.0\n", + "msgpack 1.0.0\n", + "MulticoreTSNE 0.1\n", + "multipledispatch 0.6.0\n", + "mvp-module-library 0.0.1\n", + "mygene 3.1.0\n", + "nbconvert 5.4.0\n", + "nbformat 4.4.0\n", + "networkx 2.2\n", + "nmdc-schema 2021.7.1rc1\n", + "nose 1.3.7\n", + "notebook 5.7.2\n", + "num2words 0.5.10\n", + "numba 0.50.0\n", + "numpy 1.21.0\n", + "oauthlib 3.1.0\n", + "obonet 0.2.5\n", + "ontobio 1.7.2\n", + "opencv-python 4.4.0.46\n", + "openpyxl 3.0.3\n", + "opt-einsum 3.1.0\n", + "packaging 21.0\n", + "pandas 1.1.5\n", + "pandocfilters 1.4.2\n", + "panel 0.9.5\n", + "param 1.9.3\n", + "parse 1.19.0\n", + "parso 0.3.1\n", + "partd 1.1.0\n", + "pathtools 0.1.2\n", + "pbr 5.4.5\n", + "pexpect 4.6.0\n", + "pickleshare 0.7.5\n", + "Pillow 7.1.2\n", + "Pint 0.17\n", + "pip 20.1.1\n", + "pipenv 2021.5.29\n", + "plotly 4.14.1\n", + "pluggy 1.0.0.dev0\n", + "portalocker 1.4.0\n", + "prefixcommons 0.1.9\n", + "prologterms 0.0.6\n", + "prometheus-client 0.5.0\n", + "prompt-toolkit 2.0.7\n", + "protobuf 3.11.3\n", + "psutil 5.7.0\n", + "ptyprocess 0.6.0\n", + "pyarrow 3.0.0\n", + "pyasn1 0.4.8\n", + "pyasn1-modules 0.2.8\n", + "pycparser 2.20\n", + "pyct 0.4.6\n", + "pydantic 1.8.2\n", + "pydotplus 2.0.2\n", + "Pygments 2.3.0\n", + "PyJSG 0.11.6\n", + "PyLDmod 2.0.5\n", + "pynwb 1.1.0\n", + "pyparsing 3.0.0b2\n", + "pyrsistent 0.18.0\n", + "PyShEx 0.7.20\n", + "PyShExC 0.8.3\n", + "pysolr 3.8.1\n", + "pystow 0.1.7\n", + "python-dateutil 2.7.5\n", + "pytz 2021.1\n", + "pyviz-comms 0.7.5\n", + "PyWavelets 1.1.1\n", + "PyYAML 5.4.1\n", + "pyyaml-env-tag 0.1\n", + "pyzmq 17.1.2\n", + "qtconsole 4.4.3\n", + "quantulum3 0.7.7\n", + "rdflib 5.0.0\n", + "rdflib-jsonld 0.5.0\n", + "requests 2.23.0\n", + "requests-oauthlib 1.3.0\n", + "retrying 1.3.3\n", + "rsa 4.0\n", + "ruamel.yaml 0.16.12\n", + "ruamel.yaml.clib 0.2.2\n", + "RutishauserLabtoNWB 1.1.0\n", + "scikit-image 0.17.2\n", + "scikit-learn 0.22.1\n", + "scipy 1.4.1\n", + "seaborn 0.11.1\n", + "Send2Trash 1.5.0\n", + "setuptools 45.2.0\n", + "shap 0.39.0\n", + "ShExJSG 0.7.0\n", + "six 1.16.0\n", + "sklearn 0.0\n", + "slicer 0.0.7\n", + "sortedcontainers 2.2.2\n", + "sparql-slurper 0.3.4\n", + "SPARQLWrapper 1.8.2\n", + "stopit 1.1.2\n", + "tabula-py 2.1.0\n", + "tbb 2019.0\n", + "tblib 1.6.0\n", + "tensorboard 2.2.2\n", + "tensorboard-plugin-wit 1.7.0\n", + "tensorflow 2.2.0\n", + "tensorflow-estimator 2.2.0\n", + "termcolor 1.1.0\n", + "terminado 0.8.1\n", + "testpath 0.4.2\n", + "tifffile 2020.7.4\n", + "toml 0.10.2\n", + "toolz 0.10.0\n", + "torch 1.5.1\n", + "tornado 5.1.1\n", + "tox 4.0.0a6\n", + "TPOT 0.11.5\n", + "tqdm 4.46.0\n", + "traitlets 4.3.2\n", + "typing 3.6.6\n", + "typing-extensions 3.10.0.0\n", + "umap-learn 0.4.4\n", + "update-checker 0.17\n", + "urllib3 1.25.8\n", + "virtualenv 20.4.7\n", + "virtualenv-clone 0.5.4\n", + "watchdog 0.9.0\n", + "wcwidth 0.1.7\n", + "webencodings 0.5.1\n", + "Werkzeug 1.0.0\n", + "wget 3.2\n", + "wheel 0.34.2\n", + "widgetsnbextension 3.4.2\n", + "wrapt 1.12.0\n", + "xarray 0.15.1\n", + "xlrd 1.2.0\n", + "xn2v 0.1.0\n", + "yamldown 0.1.6\n", + "zict 2.0.0\n", + "zipp 3.5.0\n", + "\u001b[33mWARNING: You are using pip version 20.1.1; however, version 21.2.4 is available.\n", + "You should consider upgrading via the '/Library/Frameworks/Python.framework/Versions/3.7/bin/python3.7 -m pip install --upgrade pip' command.\u001b[0m\n" + ] + } + ], + "source": [ + "!pip list" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def test_salinity(self):\n", + " tsv_file = open(\"./tests/inputs/salinity_summary.tsv\")\n", + " salinity_data = csv.reader(tsv_file, delimiter=\"\\t\")\n", + "\n", + " report = AnnotationReport(messages=[])\n", + " m = MeasurementEngine()\n", + "\n", + " for row in salinity_data:\n", + " print(row)\n", + "\n", + " qv = m.repair(row[1], report=report)\n", + " print(qv)\n", + " " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.0b4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tests/inputs/salinity_summary.tsv b/tests/inputs/salinity_summary.tsv new file mode 100644 index 0000000..dacd2b2 --- /dev/null +++ b/tests/inputs/salinity_summary.tsv @@ -0,0 +1,5036 @@ + salinity +Missing: Not provided 3377 +not provided 2325 +0 1651 +55 g/L 1032 +missing 740 +not collected 646 +35 508 +not applicable 363 +32 326 +34 291 +400g/L 258 +70g/L 251 +110g/L 213 +Missing:Not reported 192 +NOT APPLICABLE 187 +Missing: Not Provided 180 +100g/L 151 +999 148 +28 147 +1% 135 +0.11 116 +7 102 +4.73 96 +0 ppt 85 +0.05 psu 79 +Halophile 78 +0.19 psu 76 +35.3 74 +35.11220447135538 72 +4% 69 +0.2 psu 68 +15 66 +3 66 +6 g/L 64 +Not collected 59 +38.1 59 +36.4 52 +-999 52 +Unknown 51 +11 51 +0 PSU 49 +30 45 +33 45 +28.8 44 +Not applicable 43 +34.42 43 +14 43 +19 42 +38.2 42 +28.3 42 +24.7 41 +32.96 39 +34.5 39 +36 38 +33.83 38 +Missing: Not collected 38 +31.5 38 +21 38 +31.79 37 +37.7 35 +fresh water 35 +37.9 34 +0.08 34 +35.1 33 +27.3 32 +0.14 32 +38.0 30 +35.4 30 +2 30 +26.9 29 +27.8 29 +38 29 +33.93 28 +25 28 +67,5 27 +16 27 +6.5 26 +38.3 26 +36.75 psu 26 +34.4 25 +30.56 25 +31.4 25 +FW 24 +37.8 24 +6,5 24 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psu 2 +33.70 ppt 2 +9.28 2 +17.47 psu 2 +39.80835 2 +37.37 2 +15.62 psu 2 +34.476 2 +34.9052 2 +6.858 psu 2 +19.85 2 +26.2 2 +35.55 2 +17.85 2 +18.0 ppt 2 +11,282 2 +34.86 psu 2 +32.45 psu 2 +32,087 2 +39.4297 2 +85.2892566919652PSU 2 +4 psu 2 +26.48 2 +10% 2 +2476 2 +5.03 psu 2 +39.03 2 +28.55 ppt 2 +3.07111113585059PSU 2 +35.2051 2 +34.45 2 +4.73 psu 2 +21.87 psu 2 +22.31 psu 2 +35.28 psu 2 +32.86 psu 2 +41.72 psu 2 +8.4321 2 +33.41 psu 2 +9812 2 +3.3 percent (w/v) 2 +6.14 psu 2 +4.57 2 +5.13 2 +1.2 2 +4.97 psu 2 +42.12 psu 2 +37.65 2 +26.82 2 +39.208475 2 +32.84 psu 2 +34.516 2 +35.249 2 +87.7705632194051PSU 2 +37.35 psu 2 +25.23 psu 2 +19.9 psu 2 +30.6435 2 +37.02 psu 2 +38.9831 2 +31.69 ppt 2 +31.82 ppt 2 +29,96 2 +34.965 2 +33.25 psu 2 +2.65 psu 2 +43% 2 +33.893 PSU 2 +16.9 2 +0.069 2 +0.65 ppt 2 +29.18 psu 2 +35.69 psu 2 +40% 2 +34.78 psu 2 +39.89415 2 +34.0389 (orig) 2 +6.2 g/L 2 +33.33 2 +27.19 psu 2 +36.70 ppt 2 +23.57 psu 2 +18.32 psu 2 +34.8515 2 +30.1678 2 +30.46 2 +35.592 2 +35.3972 2 +92 2 +30.081 2 +0.23 psu 2 +37.23 psu 2 +24.72 psu 2 +37.06 psu 2 +33.62 PSU 1 +29 psu 1 +34.791 1 +40.3703835 1 +2.43 ppt 1 +31.1098 1 +35.3955 1 +6.03 ppt 1 +30.87121937 1 +35.6611 1 +34.493 1 +50.07720927 1 +36.3257 1 +36.04 PSU 1 +33.2685 PSU 1 +3.2 percent (w/v) 1 +35.4708 1 +27.9 PSU 1 +34.225 psu 1 +36.2683 1 +40.7738 1 +{19.4} {%} 1 +14.83 ppt 1 +35.1619 psu 1 +20.4 1 +33.8091 1 +34.697 PSU 1 +35.2413 1 +7.3 PSU 1 +34.122 1 +33.9306 1 +0.735237559 1 +33.9 ppt 1 +38,0616 1 +34.3311 1 +351.1 1 +34.6494 1 +32.44 1 +23 psu 1 +28.62 ppt 1 +35.339 1 +33.5294 1 +35.6798 1 +34.228 1 +13.03 1 +23.89 1 +34.335 1 +8.7 percent (w/v) 1 +36.3261 1 +34.699 PSU 1 +40.258 1 +7.343 1 +40.37191716 1 +26 psu 1 +16.60 ppt 1 +36.863 1 +35.1074 1 +34.117 1 +36.5445 1 +5.68 1 +35.5134 1 +1.158841 1 +25.43 ppt 1 +12697 1 +6.27 1 +15.23 ppt 1 +36.927 1 +35.09702143 1 +19.29757759 1 +34.637 PSU 1 +33.2397 PSU 1 +21.28 1 +40.49338926 1 +31.34 1 +29.8531 1 +29.41 1 +7,64 1 +15.4 ppt 1 +31.06 ppt 1 +33.9122 1 +35.3789 1 +32.74 1 +35.0096 1 +17.7 1 +35.4098 PSU 1 +33.866 PSU 1 +33.8628 psu 1 +33.9779 1 +36.69 1 +7.133 1 +salt Required 1 +33.3699 1 +38.11 1 +35.247 1 +11.38 1 +19.73 1 +33.942 1 +2.364345209 1 +40.50374157 1 +35.128 1 +35.291 1 +32.6796 1 +7.8 PSU 1 +33.829 PSU 1 +38,197 1 +35.4983 1 +286.2 1 +34.608 1 +30.0128 1 +0.526564 1 +26.94943583 1 +35.00 1 +35.2156 1 +96 1 +35.3558 1 +34.18 psu 1 +34.642 1 +35.8203 1 +27 g/L 1 +35.763 1 +2.427136325 1 +33.6268 1 +29.9676 1 +3.22 1 +36.5685 1 +8.47 ppt 1 +26.44 1 +36.12 1 +7.33 1 +35.6409 1 +3.53 1 +35.333 1 +29.98 1 +35.58 PSU 1 +8,902 1 +0.012 psu 1 +15.0 percent (w/v) 1 +34.0868 1 +36.730 1 +81.47174606 1 +40.50266848 1 +36.0066 1 +30.31 1 +33.9129 1 +5.246 1 +2.4 percent (w/v) 1 +21.2 ppt 1 +11.28446065 1 +4.803 1 +250g/L 1 +34.255 PSU 1 +36.1406 1 +34.0 1 +7.802 1 +35.8698 1 +32.79 PSU 1 +136.3742001 1 +39.36747748 1 +33.775 PSU 1 +35.15153077 1 +36.1469 1 +35.3173 1 +33.606 PSU 1 +33.7953 PSU 1 +35 S 1 +34,914 1 +34.742 1 +39.30476316 1 +10,862 1 +91 1 +1.1 percent (w/v) 1 +0.023 ppt 1 +40.395 1 +34.274 1 +33.2937 1 +35.082 1 +0.378295 1 +0.5–8% (optimum at 3.5%) 1 +38,04 1 +10,28 1 +3.8 g/L 1 +4.133137436 1 +33.581 PSU 1 +32.5502 psu 1 +34.25 1 +16.23219365 1 +33.28 1 +35.2208 1 +34.585 PSU 1 +33.9144 1 +0.310410277 1 +36.66 ppt 1 +7.936391944 1 +7.496 1 +36.4067 1 +37.06 1 +35.6517 1 +19,17 1 +7.54 1 +30.9932 ppt 1 +36.0259 1 +34.6603 1 +12.38 1 +28.56 1 +35.102 1 +89 1 +34.929 1 +29.79851331 1 +18,84 1 +36.1417 1 +32.8258 1 +35.531 1 +35.5673 1 +0.377332 1 +35.765 1 +9.1 1 +19.6 1 +31.3586 1 +36.4% 1 +10.72 ppt 1 +8.8 PSU 1 +9.34 1 +38.937 1 +170g/L 1 +33.941 PSU 1 +57 1 +35.268 1 +40.0408166666667 1 +24.63 1 +33.9077 1 +1.113499 1 +36.1425 1 +249.35 1 +5,3 1 +35.4394 1 +26.49 1 +35.29169286 1 +32.77 ppt 1 +34.8898 1 +32.84 ppt 1 +36.2311 1 +34,81 1 +5.74 ppt 1 +29~30 PSU 1 +30.8063 1 +36.0212 1 +34.591 PSU 1 +34.6752 1 +35.8896 1 +31.5688 psu 1 +31.1696 1 +33.9311 1 +5.23 1 +10.27014674 1 +33.8 PSU 1 +6.38 1 +33.6725 1 +34.421 PSU 1 +32.0217 1 +35.211 1 +33.3438 1 +27.62188967 1 +40.6768 1 +32.5758 1 +39.74 1 +31.85505 psu 1 +33.8929 1 +8.061 1 +35.9256 1 +34.9931 1 +39.30016981 1 +0.828762 1 +33.835 PSU 1 +0.075364 1 +7.6 percent (w/v) 1 +41 1 +1.063601215 1 +35.533 1 +37,111 1 +35.6737 1 +0.594499 1 +35.6608 1 +5,7 1 +35.336 1 +40.56811215 1 +22% 1 +32.3409 1 +4.5 % 1 +4.149541568 1 +36.138 1 +31.6876 1 +39.43 1 +35.289 1 +35.5671 1 +35.8042 1 +34.686 1 +37.306 1 +34.0995 PSU 1 +34.093 1 +21.8 1 +33.3171 1 +29.7619 1 +35.0 ppt 1 +0.931625024 1 +21.8 PSU 1 +33.97 1 +35.6529 1 +36.49 1 +34.9694 1 +35.363 1 +33.0531 1 +34.2711 1 +29.49997262 1 +34.379 psu 1 +33.9701 PSU 1 +34.6262 1 +35.23 PSU 1 +34.99904615 1 +27.38 1 +33.892 1 +33.84 1 +19.92153771 1 +120.5 ppt 1 +33.34 PSU 1 +62 1 +34.470 1 +29.46 psu 1 +34.8362 1 +36.5432 1 +32.7563 1 +358.41 1 +31.3023 1 +36.4644 1 +32.7418 PSU 1 +34.7969 1 +11.72 1 +29.9398 1 +26.48 PSU 1 +30.1569 1 +35.2328 1 +37.5896 1 +34.4333 1 +70.52 1 +5.164 1 +2 ppt 1 +7.48 1 +35.12 psu 1 +173.6 1 +36.3883 1 +12.57 ppt 1 +16.81 1 +35.9724 1 +27.02145 psu 1 +34.425 1 +33.6864 PSU 1 +29.48 PSU 1 +35.366 1 +35.6373 1 +33.0 1 +33.8 ppt 1 +35.9108 1 +34.692 PSU 1 +35.7416 1 +34.066 1 +25.32 1 +34.0541 1 +30.9807 1 +35.0554 1 +40.45 1 +34.138 1 +1.29 ppt 1 +40.53280822 1 +32.3636 1 +31.1337 1 +285.15 1 +35.23305714 1 +25.02 1 +0-35 % 1 +34.392 1 +34.3256 1 +26.2005 psu 1 +35.432 1 +5,566 1 +33.7596 PSU 1 +34.05 ppt 1 +61.5555 1 +3.24 1 +27.95 1 +xx 1 +6,87 1 +32.5811 1 +33.4403 PSU 1 +36.0503 1 +34.4528 1 +35.476 1 +36.1348 1 +7,577 1 +34.2325 1 +3.41 1 +33.9472 psu 1 +34.8924 1 +30.25 ppt 1 +35.1522 1 +1%-7.2% NaCl 1 +35.1786 psu 1 +0.032027 1 +34.8718 1 +35.188 PSU 1 +31.4017 1 +1115.7±10.8 1 +9.1 PSU 1 +1.120578 1 +36.1142 1 +30.29 1 +26.115 1 +0.8 ppt 1 +34.5641 1 +21.76 ppt 1 +36.1935 1 +33.931 1 +31.33229147 1 +29.15 1 +36.4443 1 +34.1847 1 +376.35 1 +33.488 PSU 1 +35.09179016 1 +33.5267 1 +35.0301 1 +36.1356 1 +2.27724925 1 +14.2 1 +32.829 1 +32.38 1 +211 ppt 1 +34.8519 1 +40.50857343 1 +34.9808 1 +6.89 1 +11.74 1 +1.343875232 1 +28.4 ppt 1 +35.099 1 +17.37452919 1 +22.71 ppt 1 +35.38635 psu 1 +33.919 PSU 1 +0.024038 1 +34.9293 1 +1.090753284 1 +33.7605 PSU 1 +36.45 1 +33.57 PSU 1 +34.2797 1 +34.529 1 +54.89 1 +34.6621 1 +95.1 1 +30.773982 1 +38,187 1 +28.73 1 +36.8478 1 +34.2934 1 +26.01 1 +36.0784 PSU 1 +33.6185 1 +37.0659 1 +31.9723 1 +34.34 PSU 1 +4.86 1 +34.361 1 +82 1 +26.4 1 +25.03 ppt 1 +34.040 1 +35,081 1 +34.9622 1 +8.056 1 +36.223 1 +20.1 PSU 1 +35.7796 1 +2-15% of NaCl (optimum, 3-4%) 1 +33.13 ppt 1 +38.7193 1 +35.01082667 1 +33.7386 PSU 1 +33.4312 PSU 1 +37.881 1 +34.8585 1 +33.9312 1 +33.9892 1 +35.1335 1 +33.6135 PSU 1 +35.667 1 +35.655 1 +13.34 1 +35.203 PSU 1 +31.44 ppt 1 +36.1389 1 +73 1 +35.326 1 +34.00 ppt 1 +83.37 1 +36.1391 1 +33.1817 1 +109.8 1 +33.315 1 +33.4004 PSU 1 +34.7388 1 +35.272 1 +2.598750191 1 +182 1 +1.54 1 +17,93 1 +56 1 +237 1 +33.228 PSU 1 +36.1446 1 +30.4993 1 +0.5 ppt 1 +47.87118489 1 +7.626 1 +31.9206 1 +15.92 1 +0.329309 1 +0.138755 1 +2.87 1 +40.514625 1 +34.8122 1 +0.83 ppt 1 +35.7003 1 +32.92 ppt 1 +34.421 1 +34.3321 1 +19.45657158 1 +31.77 PSU 1 +100 1 +40.103 1 +72.54 1 +37.757 1 +36.4775 1 +39.063 1 +36.111 1 +34.821 1 +33.7339 PSU 1 +32.6343 1 +19.4 PSU 1 +35.0531 1 +16.81 ppt 1 +38,184 1 +36.1411 1 +32.7717 1 +34.532 PSU 1 +34.149 1 +35.5429 1 +0.45 1 +30.8199 1 +37.886 1 +9.1 percent (w/v) 1 +36.0697 1 +31.0 ppt 1 +78.13 1 +34.35 PSU 1 +24.19 ppt 1 +34.481 1 +31.99 PSU 1 +31.6911 ppt 1 +238,822 1 +20.98 ppt 1 +35.282 psu 1 +9.1 g/L 1 +5946 1 +34.8692 1 +33.586 PSU 1 +35.756 1 +37.76 1 +37.89 1 +35.85502 1 +35.28947143 1 +0.136 1 +34.9406 1 +5.24 1 +35.2693 1 +33.845 1 +3,146 1 +33.5383 1 +32.8809 PSU 1 +6.9 percent (w/v) 1 +31.4357 1 +6.095 1 +81 1 +35.8744 1 +34.756 PSU 1 +4.77 ppt 1 +30,92 1 +35.88 1 +2,442 1 +29.1311 1 +39.59070175 1 +1.192877 1 +34.9881 1 +33.3947 PSU 1 +34.2053 1 +120.9 1 +34.704 psu 1 +1.89865 1 +40.397 1 +23.59 1 +5.426 1 +36.0713 1 +1.5 g/L 1 +36.66086987 1 +32.552 1 +52 1 +17.63 1 +34.12 1 +32.8054 1 +20.8 PSU 1 +31.2246 1 +32.148 1 +35.2134 1 +35.9515 1 +32.9459 psu 1 +13.93 ppt 1 +34.9224 1 +35.7616 1 +34.490 1 +27.23441322 1 +35.226 1 +31.83 PSU 1 +36.8036 1 +3,47 1 +31.6264 1 +36.3363 1 +26.8 psu 1 +34.5741 1 +30.10 ppt 1 +95 1 +41.72 1 +33.48 ppt 1 +1.48 dS/m 1 +5.106 1 +6.96 1 +59.7 1 +37,855 1 +36.3649 1 +0.079757925 1 +34.7429 1 +35-100PSU 1 +36.1801 1 +34.9815 1 +36.2283 1 +60.22 1 +36.4132 1 +35.8161 1 +31.3044 1 +23.13 ppt 1 +0.024604843 1 +40.7087 1 +56 ppt 1 +30.02 1 +35.723 1 +60.32231926 1 +0.659563 1 +33.879 1 +34.04 ppt 1 +33.9128 PSU 1 +28.95 ppt 1 +14,969 1 +40.533 1 +34.5266 1 +35.19 PSU 1 +35.2438 1 +28.28050089 1 +35.2659 1 +35.28117857 1 +34.1169 PSU 1 +32.76 1 +34.5597 1 +16.4 psu 1 +35.141 1 +28.63 1 +34.401 1 +290.15 1 +33.96 ppt 1 +34.957 1 +82.19386092 1 +34.7098 1 +9.915508245 1 +30.5037 1 +58.57 1 +40.532 1 +305,174 1 +30.24 PSU 1 +30.27 ppt 1 +0.3 psu 1 +2.41 1 +34.6489 1 +2.035586761 1 +26.09 1 +32.768 1 +27.24 1 +34.83 ppt 1 +33.0839 1 +316,503 1 +6.94 ppt 1 +19,45 1 +0.55 ppt 1 +72.11 1 +35.1923 psu 1 +0.1 ppt 1 +30.95 PSU 1 +31.6 practical salinity units 1 +35.3296 1 +33.0547 1 +33.98 1 +31.4847 1 +42 1 +26.1 1 +0.371942 1 +32.13 PSU 1 +33.4313 1 +39.072 1 +34.626 1 +26.25 ppt 1 +71 1 +34.980 1 +32.84 1 +34.575 1 +35.353 psu 1 +33.9224 1 +36.0029 1 +7,86 1 +23.46 1 +34.9835 1 +26.27 ppt 1 +18.03 1 +38.918 1 +32.52 1 +35.152 1 +73.37 1 +2.67 ppt 1 +35.182 psu 1 +33.458 PSU 1 +33.007 psu 1 +29.01 1 +34.723 1 +40.46368504 1 +296 1 +34.552 PSU 1 +35.1831 1 +35.6084 1 +5.612 1 +39.415225 1 +34.7249 1 +33.49 PSU 1 +33.9154 1 +29.1 psu 1 +25.84 1 +7.963292585 1 +24.61 1 +28.93 1 +32.1286 1 +33.706 PSU 1 +6.548 1 +12.57 1 +7.7 PSU 1 +32.17356772 1 +33.703 psu 1 +35.2933 1 +33.8128 PSU 1 +31.3972 1 +32.77475 psu 1 +31.9581 1 +38.7722 1 +33.693 PSU 1 +32.3379 1 +7.4 ppt 1 +33.02 1 +87 1 +40.54572353 1 +35.033 1 +34.5955 1 +32.5834 1 +34.0861 1 +39.432175 1 +2.262675321 1 +29.85 1 +1.7 percent (w/v) 1 +35.217 1 +115.1 1 +6.843 1 +32.91 1 +31.6861 ppt 1 +33.8298 PSU 1 +35.5739 1 +0.311453094 1 +35.207 1 +51.3 ppt 1 +35.338 1 +34.745 PSU 1 +28.34017317 1 +0.028483 1 +29.1231 1 +14.83 1 +121 ppt 1 +31.2337 1 +25.49 1 +34.039 1 +37,756 1 +32.5689 1 +82.5 1 +29.6588 1 +34.3163 1 +28%+ NaCl 1 +35.0179 1 +34.3104 1 +29.7 psu 1 +36.3764 1 +33.96 psu 1 +34.5568 1 +35.8731 1 +29,85 1 +34.4398 1 +34.9281 1 +34.6606 1 +36.0388 1 +26.1 ppt 1 +13.9 1 +35.9094 1 +40.249 1 +35.1402 1 +35.0125 1 +0.143779908 1 +3.939871466 1 +34.8998 1 +2.3 percent (w/v) 1 +29.99 1 +34.9422 1 +33.1476 1 +5.6 ppt 1 +32.3357 1 +15.93 1 +34.834 1 +35.0087 1 +40.51504242 1 +77 (orig) 1 +36.15 1 +34.101 1 +0.042605199 1 +34.446 PSU 1 +{4.76} {%} 1 +35.17196429 1 +34.7007 1 +31.98 PSU 1 +35.0567 1 +36.09 1 +28.04 ppt 1 +34.1814 1 +365.7±17.9 1 +22.3134 1 +38.352 1 +4.607435951 1 +34.9024 1 +0.144932225 1 +4.9 1 +0.48 g/l 1 +3,04 1 +62% 1 +28.36 1 +31.29 1 +0.075411304 1 +33.49 1 +33.8957 PSU 1 +39.70745 1 +33.53 ppt 1 +37,335 1 +1.97 1 +33.95 1 +20.77 1 +0.629952 1 +11.0 percent (w/v) 1 +34.7532 1 +33.2574 PSU 1 +287 1 +3.414 1 +38.1825 1 +35.75 1 +8,325 1 +40.589 1 +27.78 1 +6.276 1 +20.25 1 +35.9498 1 +34.1504 1 +5.868 1 +253.05 1 +28.34500482 1 +11.56708211 1 +33.4051 PSU 1 +97 1 +22.1 PSU 1 +33.5782 psu 1 +34.4388 1 +35.4808 1 +34.9897 1 +299.33 1 +34.373 1 +33.814 PSU 1 +35.28 PSU 1 +30.9502 ppt 1 +29.26 1 +35.451 1 +31.6102 1 +23.83886978 1 +35.0404 1 +36.56445 1 +40.444 1 +111.9680372 1 +31.95 1 +28.94 1 +7.182 1 +40.8782 1 +35.00094615 1 +37.9702 1 +4.6 ppt 1 +38.032 1 +34.5249 1 +34.948 1 +36.08 1 +34,67 1 +7.577 1 +34.8062 1 +30.1823 1 +33.2783 1 +31.05 1 +10.1 g/L 1 +35.7614 1 +36.02 1 +34.434 1 +36.1972 1 +38.9039 1 +33.765 PSU 1 +22.38 PSU 1 +35.3 psu 1 +24.66 1 +36.0247 1 +0.511571 1 +38.9766 1 +8.5 % 1 +5.924 1 +2.86 1 +35.1533 1 +18.15 1 +29.4 1 +43.83436218 1 +34.965 PSU 1 +38,15 1 +40.8205 1 +35.471 1 +33.76 1 +257.6 1 +40.477 1 +35.0069 1 +35.6912 1 +29.92333612 1 +34.6162 1 +0.37 ppt 1 +2.15 ppt 1 +0.829456 1 +0.0446 1 +31.3435 1 +33.241 1 +40.331 1 +33.324 1 +{0.02} {%} 1 +38,13 1 +32.324 psu 1 +27.86 ppt 1 +33.5192 PSU 1 +31.55 1 +35.5474 1 +34.961 1 +30.3056 1 +36.46585 1 +40.47720859 1 +4.46 ppt 1 +0 to 9 % 1 +40.409 1 +31.91 1 +19.55 1 +33.7846 PSU 1 +33.23 1 +10 psu 1 +22.46 PSU 1 +5.451 1 +34.1393 1 +29.96 1 +373.8702686 1 +2.126404816 1 +8.7 PSU 1 +24.21 PSU 1 +33.0148 1 +200 ppm 1 +33.9981 1 +33.589 PSU 1 +36.5446 1 +32.3427 1 +35.9763 1 +34.8986 1 +34.62 PSU 1 +32.5748 1 +31.46944419 1 +38.23 1 +2.25 1 +33.9085 1 +2.05 1 +35.0029 1 +93 1 +34.9139 1 +34.8993 1 +6.3 1 +0.674298782 1 +33.60 1 +119.3846014 1 +30.7209 1 +34.513 1 +0.70 ppt 1 +35.6997 1 +35.28935333 1 +31.2944 1 +35.7313 1 +0.672483 1 +35.267 1 +33.3043 PSU 1 +35.8763 1 +35.8791 1 +0.93 mg/kg 1 +39.9905 1 +35.2657 1 +36.4774 1 +35.704 1 +27.85 ppt 1 +35.234 1 +10.20195331 1 +0.9 ppt 1 +35.0447 1 +33.882 PSU 1 +34.9042 1 +60.0005 1 +7.8 1 +34.7528 1 +87.1 1 +35.7639 1 +35.5003 1 +33.75287 1 +36.237 1 +3.72 1 +36.54 1 +0.150557658 1 +35.1807 1 +17.0 g/L 1 +39.0642 1 +7.854019675 1 +32.21 1 +34.2784 1 +0.111943 1 +33.8683 1 +33.883 PSU 1 +35.6993 1 +11.58 1 +5,462 1 +34.1852 1 +14.20 1 +35.95 1 +0.132037562 1 +34.8689 1 +1–9 % 1 +30 ‰ 1 +40.5927 1 +7.226 1 +42.3 1 +36.3392 1 +24.73 1 +40.51951812 1 +35.617 1 +34.627 PSU 1 +35.857 1 +0.038391872 1 +40.7982 1 +33.943 PSU 1 +32.96 ppt 1 +35.4207 1 +36,614 1 +46 1 +38.435 1 +34.9904 1 +32.0182 1 +281.15 1 +127.871021 1 +35.6457 1 +33.921 PSU 1 +0.681386045 1 +34.111 1 +33.859 PSU 1 +35.0088 1 +40.49032544 1 +37.833 1 +28.70 ppt 1 +36.3515 1 +32.259 1 +34.2863 1 +34.0159 1 +33.9443 1 +36.142 1 +34.349 1 +33.7223 PSU 1 +33.9429 1 +40.515 1 +27.20286653 1 +31.7717 1 +35.8019 1 +34.5583 1 +9.05 1 +33.779 PSU 1 +35.07052857 1 +34.5933 1 +30.24965488 1 +34.945 1 +31.6946 1 +31.4342 ppt 1 +34.7234 1 +33.9371 1 +0.022225 1 +34.9668 1 +34.1753 1 +32.973 1 +40.50945263 1 +28 % 1 +35.6149 1 +33.0814 PSU 1 +35.121 1 +34.8324 1 +12.40544434 1 +35.6992 1 +34.14 1 +40.46708527 1 +33.90284 1 +35.2379 1 +34.7096 1 +35.1373 1 +310,895 1 +30.5707 1 +34.6669 1 +34.7962 1 +29.3535 1 +34.901 1 +35.296 1 +9.670 1 +31.95 ppt 1 +34.9471 1 +0.02 1 +31.5146 1 +34.1705 1 +7.171 1 +20.38 1 +35.36 ppt 1 +3.8 PSU 1 +33.6455 1 +33.9236 1 +8.5 PSU 1 +5.690 1 +35.1612 psu 1 +22.03 PSU 1 +40.119 1 +34.9768 1 +35.2869 1 +35.6878 1 +36,762 1 +35.285 1 +35.87 1 +1.064818 1 +31.722 1 +37,402 1 +35.0005 1 +33.9336 1 +10.34 PSU 1 +76 1 +35.7034 1 +33.14 ppt 1 +34.1278 1 +30.14 ppt 1 +34.3764 1 +8.4 percent (w/v) 1 +35.5118 1 +6,744 1 +4.589 1 +30.27 1 +34.379 1 +33.8915 1 +33.9219 1 +34.999 psu 1 +35.8066 1 +129.1445194 1 +34.4413 1 +10.97 1 +3.77 ppt 1 +14.1 ppt 1 +33.9072 PSU 1 +11.77320771 1 +31,4 1 +29.53 1 +32.896PSU 1 +25.08 ppt 1 +37,826 1 +34.4985 1 +39.476875 1 +6.973 1 +34.502 1 +80.9 mg/L 1 +30.8767 1 +0.565572608 1 +35.7367 1 +33.73584 1 +34.301 1 +33.9315 1 +30.9102 1 +165 1 +19.51 ppt 1 +34.8545 1 +salt 100-400 g/L 1 +31.6299 1 +27.57 ppt 1 +40.42707447 1 +34.48 ppt 1 +35.076 1 +31.3717 1 +35.3836 1 +34.7032 1 +34.759 PSU 1 +35.35 1 +40.52076103 1 +34.3826 1 +31.1833 1 +34.6433 1 +35.8862 1 +32.7100 1 +29.4 ppt 1 +32.2417 1 +24.85 1 +35.237 1 +0.113 ppt 1 +21.1 PSU 1 +23.35 1 +0.0445 1 +34.9982 1 +12.69850978 1 +71.71396582 1 +35.00885833 1 +36.462 1 +33.78 1 +36.3933 1 +14.4 1 +40.42084028 1 +36.0596 1 +35.5083 1 +38.7377 1 +16.68197996 1 +38,052 1 +1.061661 1 +26.57 PSU 1 +0.175600736 1 +13.2 psu 1 +34.061 psu 1 +34.561 1 +7,248 1 +34.701 PSU 1 +0.798318291 1 +36.1422 1 +30.4089 1 +32.3657 1 +9.8 g/L 1 +76% 1 +35.2753 1 +34.6351 1 +34.797 1 +35.03 PSU 1 +0.37 1 +5.137 1 +34.345 PSU 1 +34.629 1 +36.5684 1 +36.139 1 +34.083 1 +311.8 1 +308 1 +31.9434 1 +33.8237 1 +24.1 ppt 1 +31.2328 1 +36.0359 1 +32.591 1 +30.0997 1 +3.0 g/L 1 +33.111 PSU 1 +33.6571 psu 1 +34.9453 psu 1 +34.880 1 +31.6872 1 +34.25 PSU 1 +29.6983 1 +35.157 1 +33.2313 1 +31.4415 1 +0.144390572 1 +38.0871 1 +33.9377 1 +38.8587 1 +35.2959 1 +34.9919 1 +34.8118 1 +35.514 1 +35.0103 1 +39.068 1 +21.64 PSU 1 +0.686350847 1 +33.1451 1 +37.0538 1 +35.442 1 +34.7633 1 +32.7916 1 +32.2639 1 +0.329807115 1 +26.15 ppt 1 +38.9963 1 +36.2051 1 +30.19 1 +23.89 PSU 1 +363.982194 1 +30.2758 1 +38.8846 1 +122 ppt 1 +21.81 1 +7,5 1 +36.2673 1 +33.88 PSU 1 +32.14285 psu 1 +35.5447 1 +24.70733716 1 +33.569 PSU 1 +36.3183 1 +35.7843 1 +27.91620795 1 +24.66 ppt 1 +37 ppt 1 +33.0742 1 +37,945 1 +30.2 ppt 1 +30.21 PSU 1 +34.6581 1 +32.382 1 +0.66 ppt 1 +30.26 PSU 1 +32.17 1 +34.992 1 +33.526 PSU 1 +30.38 1 +1.688049 1 +35.7185 1 +35.228 1 +36.0957 1 +7.42 1 +30.53 1 +40.442 1 +61.1989 1 +37,068 1 +9.40 ppt 1 +34.3444 1 +34.6543 1 +0.6 PSU 1 +40.33832353 1 +35.306 1 +6.808 1 +0.028369 1 +40.52741077 1 +38% 1 +34.5867 1 +33.9153 1 +10-60g/l 1 +34.8727 1 +33.2898 1 +31.89 PSU 1 +33.6589 PSU 1 +34.8573 1 +27.13961801 1 +1.394995 1 +6.257 1 +30.22 1 +10,51 1 +307.68 1 +0.76 ppt 1 +35.55222 1 +28.56 ppt 1 +3.79 1 +34.0655 1 +37,67 1 +37,725 1 +27.42 1 +34.9748 1 +13.1 1 +33,51 1 +33.5978 psu 1 +0.474839971 1 +15% 1 +20,323 1 +0.08 ppt 1 +34.2852 1 +29.9 ppt 1 +38.592 1 +6.525 1 +32.46 1 +34.706 PSU 1 +35.7592 1 +0.316458964 1 +27% 1 +35.7083 1 +33.884 PSU 1 +15.09 1 +0.024926 1 +29.43 ppt 1 +35.7469 1 +36.101 1 +39.0004 1 +31.6875 1 +2.90% 1 +36.2612 1 +35.911 1 +33.2500 PSU 1 +2.13 ppt 1 +33.0891 PSU 1 +29.72518229 1 +16 g/L 1 +36.1421 1 +35.8557 1 +35.3934 1 +79 1 +34.9203 1 +33.8699 1 +33.6873 PSU 1 +40.50582707 1 +35.205 1 +8 psu 1 +5.4 1 +34.99829231 1 +34.4391 1 +38.79 1 +3.94 1 +36.5577 1 +6.6 g/L 1 +34.055 1 +31.63 ppt 1 +4.248 1 +7.43 ppt 1 +59 1 +1.25 ppt 1 +32.44 PSU 1 +37.83 1 +37,9374 1 +35.032 1 +12% 1 +34.326 1 +8.9 PSU 1 +0.68 mg/kg 1 +33.441 PSU 1 +17,613 1 +34.494 1 +6.288 1 +29.24 1 +37.1702 1 +30.12 PSU 1 +21.434 1 +7.216 1 +31.9081 1 +33.0737 1 +32.196 1 +34.955 1 +0.196 1 +34.32 1 +33.9547 1 +35.2968 1 +33.9304 PSU 1 +32.51 1 +36.1413 1 +20.90 1 +34.090 1 +35.2563 1 +Original 1 +34.2174 1 +5.602 1 +22 ppt 1 +6.51 1 +21.81 ppt 1 +35.9184 1 +36.1387 1 +27.72 1 +36.0997 1 +31.92 ppt 1 +34.9405 1 +34.06755 psu 1 +34.849 1 +30.0144 1 +16,415 1 +400.8 1 +34.6397 1 +33.74 1 +6.980 1 +7.9438 1 +24.24 PSU 1 +33.755 PSU 1 +35.8231 1 +40.332 1 +36.9298 1 +31.77 1 +34.2066 1 +33.879 PSU 1 +35.625 1 +33.7049 1 +34.76 PSU 1 +31.8550 1 +0.510064 1 +65.4 1 +32.46572843 1 +30.16 1 +75.19 1 +35.639 1 +34.4739 1 +27.91 ppt 1 +30.4635 1 +32.6936 1 +32.65 1 +33.857 PSU 1 +40.35484874 1 +5.96 1 +34.754 PSU 1 +34.0257 PSU 1 +34.1376 1 +8.327 1 +35.146 1 +7.2 g/L 1 +8.459 1 +1.76 ppt 1 +0.063724881 1 +135 ppt 1 +34.515 psu 1 +39.368 1 +0.443669855 1 +34.9596 1 +35.9322 1 +33.54 PSU 1 +4.967 1 +0% 1 +36.4535 1 +31.0655 1 +29.72 1 +0.1362 1 +35.8505 1 +0.453784 1 +32.9768 1 +35.9637 1 +32.2667 1 +35.25932143 1 +7,25 1 +32.826 1 +32.2813 1 +33.8136 PSU 1 +36.1157 1 +1.71 1 +34.5437 1 +34.216 PSU 1 +38.301 1 +34.884 1 +31.2926 1 +36.4565 1 +38.0812 psu 1 +34.727 PSU 1 +32.22 1 +33.2565 PSU 1 +35.0174 1 +28.26 1 +33.4909 PSU 1 +26.126 ppt 1 +0.906435042 1 +34.535 1 +34.6488 1 +37,889 1 +7.072 1 +33.4116 1 +26.29 1 +35.84 1 +39.86 1 +5.866 1 +34.6693 1 +34.4902 1 +0.246396284 1 +7.503 1 +30.07 1 +35.1544 1 +29.76609269 1 +85.72 1 +26.21433718 1 +40.55345098 1 +34.579 PSU 1 +29.3872 1 +34.8107 1 +34.0252 1 +30.8418 1 +1.71 ppt 1 +34.6 PSU 1 +39.11 1 +0.587069929 1 +34.5396 1 +33.87 ppt 1 +30.5384 1 +7.659 1 +5.89 1 +7.386 1 +40.531 1 +35.4730 1 +27.86525776 1 +34.0869 1 +12.6 1 +14.253 1 +37,883 1 +5.535 1 +34.767 PSU 1 +5.99 1 +34.1994 1 +34.8885 1 +36.67 1 +32.64762008 1 +30.63 ppt 1 +0.436488 1 +28.58578121 1 +22.69 ppt 1 +34.2018 1 +34.0777 1 +29.73 1 +35.3598 1 +36.1511 1 +0.190615 1 +350.68 1 +30.3698823 1 +40.077 1 +33.286 PSU 1 +40.30240146 1 +29.03 1 +30.0 1 +29.966 1 +34.9242 PSU 1 +35.6768 1 +35.8754 1 +35.02208462 1 +32.8197 psu 1 +40 psu 1 +30.6089 1 +34.9929 1 +35.269 1 +8.071 1 +34.9595 PSU 1 +35.168 psu 1 +0.029435 1 +17.47 PSU 1 +35.97 1 +34.959 1 +15.26 ppt 1 +28.67 1 +34.8415 1 +32.66 1 +0.787579 1 +35.253 1 +84 1 +32.7899 PSU 1 +20.4 PSU 1 +84.13 1 +35.335 1 +34.9376 1 +40.5443 1 +35.446 1 +358.017056 1 +36.1279 1 +40.7219 1 +34.7665 1 +40.7121 1 +6.3 g/L 1 +35.02744615 1 +35.36805 psu 1 +0.758594926 1 +34.4516 1 +{0.90} {%} 1 +35.4453 1 +31.6363 1 +37.1171 1 +20.9 1 +34.468 1 +35.313 1 +39.37583243 1 +5.8 % 1 +38.92 1 +39.35 1 +34.890 1 +35.06 PSU 1 +35.6024 1 +33.62 1 +36.42 1 +14,526 1 +88 1 +36.017 1 +7.937483656 1 +31.11 PSU 1 +35.16265 1 +34.94 PSU 1 +0.2 g/L 1 +32.212 psu 1 +280.9 1 +57.75882454 1 +0.928425 1 +35.0337 1 +16.03 ppt 1 +40.52890196 1 +7,09 1 +39.21853631 1 +33.834 PSU 1 +33.908 PSU 1 +35.7791 1 +32.165PSU 1 +35.1354 1 +34.695 PSU 1 +30.43 1 +25.37 1 +29.06 1 +0.500389 1 +34.1156 1 +34.6831 1 +32.2369 1 +36.0302 1 +40.529 1 +28.64 ppt 1 +17.48 1 +32.3438 1 +31.67 1 +36.545 1 +33.0377 PSU 1 +132.1 1 +32.01 PSU 1 +37,89 1 +31.3037 1 +1.35943 1 +40.53714286 1 +1.98 ppt 1 +31.259 1 +18.9 g/L 1 +37,83 1 +35.5809 1 +17.8 1 +32.14 1 +34.568 1 +34.9786 1 +2.49479308 1 +35.1894 psu 1 +0.031554609 1 +34.295 1 +23.08 1 +35.725 1 +61.5 1 +27.4 ppt 1 +33.675 PSU 1 +33.77 PSU 1 +4.464 1 +35.5667 1 +34.877 psu 1 +14.3 psu 1 +33.1261 1 +40.46929143 1 +25.84 ppt 1 +34.6818 1 +34.0478 1 +33.1854 1 +3.4 PSU 1 +5.5 % 1 +31.7186 ppt 1 +3160-4910 uS/cm 1 +30.89 PSU 1 +33.1212 1 +7742 1 +33.573 PSU 1 +35.408 1 +34.688 1 +33.9926 1 +1.808668349 1 +35.652 1 +38.8678 1 +36.5433 1 +12181 1 +34.5981 1 +32.165 1 +35.9149 1 +62.2965 1 +34.7458 1 +34.7463 1 +33.18 1 +34.9027 1 +34.778 1 +34.3417 1 +25.26 1 +0.23 ppt 1 +34.0623 1 +34.9975 1 +241.24 1 +39% 1 +35.208 1 +34.648 1 +32.2575 1 +35.223 1 +36.1649 1 +35.3225 1 +34.5386 1 +37.9726 1 +33.9743 1 +0.309720397 1 +33.3270 PSU 1 +29.64 1 +157.5 1 +34.896 psu 1 +34.47 1 +21.91196841 1 +36.2601 1 +0.077 ppt 1 +297.5 1 +30.18 ppt 1 +7 ppt 1 +31.00 1 +34.5009 1 +32.86738573 1 +7.892 1 +5.93 1 +34.4361 1 +33.189 PSU 1 +39.0505 1 +36.1423 1 +40.7299 1 +35.6795 1 +12.84 1 +34.747 1 +6.94 1 +35.304 1 +34.883 1 +33..068 1 +25.16 1 +7,661 1 +34.8213 1 +35.6261 1 +30.11925223 1 +9.21 1 +34.9453 1 +38,0811 1 +0.53048874 1 +30.6478 1 +8.422558488 1 +salt 240-300 g/L 1 +34.4096 1 +5.364 1 +0.256 1 +0.474726 1 +31.5504 ppt 1 +15.9 psu 1 +33.6884 1 +35.878 1 +37,625 1 +33.3251 PSU 1 +64,2 1 +346.3659561 1 +34.747 PSU 1 +14 psu 1 +32.09 1 +35.815 1 +7,226 1 +29.397 1 +2.39 1 +340 1 +30.4696 1 +40.052 1 +36.1424 1 +32.3558 1 +35.193 1 +76.19 1 +32.445 1 +29.35750677 1 +35.7308 1 +75.22 1 +33.502 1 +36.4319 1 +35.8773 1 +21.7 PSU 1 +28,05 1 +31.15 ppt 1 +33.7868 PSU 1 +32.345 ppt 1 +28.38 ppt 1 +38.8885 1 +3.6 g/L 1 +32.6 PSU 1 +34.01 ppt 1 +34.2323 1 +35.6918 1 +34.9462 1 +21,8 1 +34.8748 1 +34.870 1 +35.0822 1 +34.492 1 +1.52 ppt 1 +6.087 1 +6,742 1 +34.8552 1 +39.35090833 1 +8.17 1 +34.233 psu 1 +142.85 1 +27.67 ppt 1 +34.7512 1 +35.9309 1 +34.6941 1 +38.03 1 +34.5854 1 +32.2368 1 +36.4254 1 +34.2558 1 +37.848 1 +8.97 1 +30.7666 1 +43,7 1 +29.35655442 1 +9.9 percent (w/v) 1 +343.5 1 +1.73 1 +32.6097 1 +36.1347 1 +0.030245 1 +1.26439 1 +30.42 1 +33.3794 PSU 1 +35.283 1 +36.1583 1 +32.49 1 +38.9254 1 +0.399516 1 +34.8716 1 +33.68 PSU 1 +36.11967364 1 +26.9-28.7 ppt 1 +3.55 1 +35.1177 1 +34.6177 1 +0.027429 1 +38,01 1 +33.35 1 +34.8408 1 +3.94 ppt 1 +27.90662096 1 +32.9338 1 +123.5 ppt 1 +3.79 ppt 1 +8.71 ppt 1 +114 1 +35.6245 1 +5.528 1 +7.544 1 +35.5899 1 +35.726 1 +21.7 ppt 1 +37,642 1 +337.65 1 +35.284 1 +35.619 1 +20.7 1 +31.36 PSU 1 +35.5749 1 +30.8217 1 +30.7 ppt 1 +33.9897 1 +34.9939 1 +33.497 PSU 1 +35.277 1 +11,7173 1 +34.277 1 +33.4916 1 +28.6763186 1 +22.48 PSU 1 +34.636 PSU 1 +1.582971 1 +34.613 1 +38,16 1 +10.94 PSU 1 +0.163018948 1 +5,52 1 +34.9944 1 +31.9127 psu 1 +20.39 1 +35.214 1 +34.0291 1 +34.893 1 +34.764 PSU 1 +{19.1} {%} 1 +0.177809026 1 +33.8696 1 +10.24 1 +34.7873 1 +4.8 ppt 1 +39.23 1 +0–10% (optimum at 3.5%) 1 +35.26 1 +34.39721 1 +31.68 ppt 1 +35.8587 1 +35.2932 1 +28.79 ppt 1 +33.5975 1 +14,676 1 +34.8884 1 +237,782 1 +32.1467 1 +9,221 1 +68 1 +35.22582857 1 +35.8362 1 +29.55 1 +11.43140765 1 +34.12 ppt 1 +32.85 1 +27.5 psu 1 +21.86 psu 1 +30.05 1 +35.8401 1 +34.4971 1 +0.478997219 1 +28 g/L 1 +35.30 ppt 1 +1025.7±23.1 1 +304,481 1 +35.4683 1 +38.87 1 +37,5258 1 +33.848598 1 +39.0079 1 +33.9958 1 +0.06855 1 +5.21 1 +35.604 1 +1.07 1 +40.50517012 1 +33.64074589 1 +34.619 1 +35.8927 1 +1 ppt 1 +35.433 1 +34.6656 1 +34.714 1 +34.4964 1 +37.981 1 +31.52 1 +24.505 1 +14.7 1 +34.5925 1 +34.331 1 +40.453 1 +40.50113497 1 +154 1 +7.6 g/L 1 +33.553 PSU 1 +35.66278345 1 +34.926 1 +35.689 1 +3.0 1 +21.5% 1 +36.25 1 +25.8 ppt 1 +33.528 PSU 1 +35.4005 1 +34.5032 1 +34,709 1 +35.197 1 +1.9 ppt 1 +0.16 ppt 1 +34.58125 psu 1 +33.4570 PSU 1 +33.7827 psu 1 +3.1 PSU 1 +32.1513 1 +35.4966 1 +31,4353 1 +31.4597 1 +24.9 ppt 1 +33.56 PSU 1 +33.9426 1 +39.88645 1 +33.9962 1 +34.839 1 +35.4233 psu 1 +34.928 1 +34.9151 1 +11.39 ppt 1 +0.02398 1 +22.51 1 +4.928239547 1 +33.2820 PSU 1 +28.695 1 +7.1 PSU 1 +35.3019 1 +35.28062143 1 +35.9454 1 +34.7186 1 +19.53 ppt 1 +17.98 1 +35.00836923 1 +34.534 PSU 1 +36.2236 PSU 1 +33.45 1 +14.65 1 +35.788 1 +33.1275 1 +3.5-4 % 1 +34.8235 1 +25.38 ppt 1 +32.455 1 +34.415 1 +32.93 ppt 1 +20.45 ppt 1 +9.4 1 +2.0 percent (w/v) 1 +41.15517303 1 +34.5 PSU 1 +35.4964 1 +10.754 1 +35.1643 psu 1 +342.4 1 +71.3 1 +27.6 ppt 1 +38.7326 1 +21% 1 +2.64% 1 +35.235 1 +34.7908 1 +61 1 +33.791 PSU 1 +39.71845 1 +31.0419 1 +24.91 ppt 1 +11.17 1 +32.94 1 +35.18157143 1 +34.748 1 +33.8493 1 +35.0654 1 +35.9372 1 +33.471 PSU 1 +10,5491 1 +30.9518 ppt 1 +37.7322 1 +35.0202 1 +29.21 1 +33.7562 1 +28.3 psu 1 +35.1887 1 +311.85 1 +32.74 PSU 1 +28.62 1 +34.655 1 +10.72 1 +0.933103089 1 +7.925 1 +45.8 1 +34.06 1 +33.9968 1 +35.8611 1 +26.58 1 +34 psu 1 +37,95 1 +1.018779603 1 +13136 1 +36.2159 1 +32.2681 1 +6.032 1 +28.1 ppt 1 +38.01 1 +32.4458 1 +24.29 1 +37,946 1 +0 psu (freshwater) 1 +8.679 1 +34.3075 1 +0.7 1 +34.3424 1 +31.6962 ppt 1 +32.9963 1 +12.09994942 1 +35.7152 1 +30.918 1 +35.12975 1 +33.5924 PSU 1 +39.0115 1 +64,8 1 +2.58 ppt 1 +34.8744 1 +77.86271549 1 +34.4555 1 +9.915391853 1 +13.5 psu 1 +34.894 1 +32.5954 1 +34.841 1 +11.4 psu 1 +26.18 1 +33.4535 PSU 1 +34.8477 1 +35.014 1 +31,943 1 +34.1943 1 +20.55 1 +0.025467 1 +7.136 1 +22.29 1 +0.885612 1 +6.858 1 +35.0651 1 +35.9422 1 +22.27 PSU 1 +5.61 1 +32.3 PSU 1 +37,79 1 +35.1918 1 +35.352 1 +34.8469 1 +33.269 1 +10.89 PSU 1 +1.199260173 1 +32.4453 1 +34.559 1 +24.61 ppt 1 +33.4349 PSU 1 +34.445 1 +35.46549 1 +34.635 1 +5.39 1 +38,02 1 +2.6 g/L 1 +24.19 1 +31.14 1 +34.371 psu 1 +34.503 1 +34.73 PSU 1 +33.251 psu 1 +0.783835 1 +35.1695 psu 1 +39.3215 1 +34.1844 1 +49.576 1 +35.6996 1 +33.8156 1 +40.557 1 +32.9303 1 +34.910 1 +1.8 PSU 1 +31.8783 1 +32.3743 1 +30.2542 1 +21.61 ppt 1 +0–15% (optimum at 3.5%) 1 +99 1 +33.7525 PSU 1 +34.441 1 +38.33 1 +300g/L 1 +34.0585 1 +35.749 1 +34.909 1 +58.1 1 +34.1071 1 +39.9937 1 +34.499 1 +37.014 1 +35.8747 1 +0.431490689 1 +36.0211 1 +34.7918 1 +35.3051 1 +34.53 1 +14.06 ppt 1 +34.4392 1 +1.9 g/L 1 +35.0311 1 +20 % 1 +34.5534 1 +31.3263 1 +39.2378642 1 +31,7 1 +34.5736 1 +36.4287 1 +32.4709 1 +4.95 1 +28.7 psu 1 +33.937 PSU 1 +35.3018 1 +51 1 +35.023 1 +37.00 1 +40.756 1 +34.339 1 +21.9 ppt 1 +35.8741 1 +40.50632692 1 +34.915 1 +33.764 PSU 1 +34.4458 1 +18.18 1 +31.98 1 +54 1 +34.8846 1 +36.1382 1 +34.0466 1 +30.1705 1 +37,941 1 +35.5755 1 +31 g/L 1 +30.7836 1 +27.57 1 +64 1 +35.5996 1 +33.5337 1 +{1.03} {%} 1 +34.392 PSU 1 +34.5117 1 +35.05728 1 +10.410 1 +20.6351813 1 +26.4-27.7 ppt 1 +35.1329 1 +34.6541 1 +31.8 psu 1 +34.746 psu 1 +34.145 1 +5.501 1 +34.766 PSU 1 +34.9663 1 +34.3986 psu 1 +34.8935 1 +31.2601 1 +26.233 1 +33.874 PSU 1 +29.99 ppt 1 +34.8485 1 +32.968 1 +34.455 1 +36.4463 1 +4,6 1 +34.1034 1 +4-4.5 % 1 +35.158 1 +35.9859 1 +30.0479 1 +39,0 1 +11% 1 +33.8113 1 +34.482 1 +32.23 1 +9.87 ppt 1 +39.37 1 +78 1 +35.0072 1 +30.2586 1 +35.4 ppt 1 +34.735 PSU 1 +33.79 PSU 1 +58.4572 1 +4.28 ppt 1 +34.6919 1 +7.4 1 +33.0133 1 +32.4774 1 +33.2238 1 +34.9776 1 +10.93 1 +33.94639 1 +24.36 ppt 1 +30.62 1 +40.7467 1 +14 % 1 +34.713 1 +33.9065 PSU 1 +33.869 PSU 1 +34.375 1 +29.45872432 1 +4.95 ppt 1 +33.202 PSU 1 +40.7583 1 +36.0219 1 +NaCl 0 - 3% (w/v) 1 +26.91 1 +34.0281 1 +21.1 1 +4.431 1 +7,05 1 +32.149 1 +31.35 PSU 1 +33.4342 PSU 1 +35.26756429 1 +31.6 PSU 1 +35.1257 1 +35.147 1 +36.3604 PSU 1 +34.7109 1 +33.69 1 +6.313761441 1 +30.9394 1 +289.95 1 +29.94 1 +34.7349 1 +25.9 PSU 1 +5.669 1 +34.79 ppt 1 +31.1252 1 +128.0686912 1 +35.7187 1 +0.67585 1 +34.6694 1 +35.426 1 +26.26 1 +31,0895 1 +2.94 1 +34.687 PSU 1 +7.165 1 +31.1482 1 +33.9316 1 +33.8543 PSU 1 +34.8356 1 +34.5438 1 +35.6966 1 +34.683 1 +28.63721334 1 +29.34 1 +33.0035 1 +36.0 1 +33.4178 PSU 1 +34.0824 1 +34.0909 1 +32.4566 1 +33.9981 psu 1 +32.82 1 +33.08 1 +35.6199 1 +33.7134 PSU 1 +28.38 1 +54.4 1 +34.284 1 +34.9443 1 +27.49 1 +38.0297 1 +34.5901 1 +40.46013725 1 +0.204 1 +39.4349 1 +0.675 1 +35.215 1 +32.29 PSU 1 +289,926 1 +31.79 PSU 1 +33.14 1 +26.4 ppt 1 +31.8466 1 +0.921953 1 +20.3 1 +53 1 +5.548 1 +34.6617 1 +35.0003 1 +35.198 1 +36.1383 1 +26.2 ppt 1 +35.6437 1 +8.5 1 +33.9192 1 +35.7808 1 +32.8467 1 +26 ppt 1 +33.608 PSU 1 +35.2504 1 +0.894067785 1 +30.98 ppt 1 +62.0666 1 +4.17 ppt 1 +6.52 ppt 1 +31.269 1 +36.1 ppt 1 +28.76 1 +22.16 1 +5,456 1 +29.0422 1 +35.344 1 +32.1 PSU 1 +37.5911 1 +0.27976 1 +0.047 ppt 1 +33.9133 1 +34.994 1 +5.65 1 +1.209288 1 +34.4958 1 +50 mg/L 1 +38,176 1 +23.51 ppt 1 +37,872 1 +35.05419286 1 +40.46578947 1 +34.132 PSU 1 +0.92 1 +20.5 PSU 1 +34.8004 1 +33.5 PSU 1 +35.3904 1 +35.00101538 1 +36.145 1 +51.3 1 +37.7379 1 +36.5349 1 +5,09 1 +33.3094 PSU 1 +35.292 1 +113 1 +1.075406 1 +35.20313077 1 +21.65 PSU 1 +35.6867 1 +29.55 ppt 1 +20.45 1 +35.356 1 +34.073 PSU 1 +35.8225 1 +32.37 1 +36.1306 1 +58% 1 +47 1 +7 % 1 +314,353 1 +24.80 1 +17.5 1 +14.06 1 +1.7 1 +27.62 PSU 1 +9.922152388 1 +12.0 g/L 1 +35.2709 1 +9.87 1 +38.54285 1 +34.733 1 +38.5476 1 +34.941 1 +2.17 1 +28.9121 1 +8.4 1 +27.07 1 +40.398 1 +33.79035 psu 1 +34.7964 psu 1 +21.4 PSU 1 +32.2978 1 +181 1 +30.5347 1 +33.658 PSU 1 +13.6 ppt 1 +0.19 ppt 1 +10.5 ppt 1 +3.80% 1 +29.1 1 +33.9442 1 +1.24 1 +33.9175 1 +31.14 PSU 1 +5.863 1 +35.2723 1 +34.24 1 +29.59367537 1 +34.7637 1 +34.997 1 +35.1186 1 +34.912 1 +29.89 1 +33.76 PSU 1 +35.7261 1 +34.304 1 +0.824271 1 +36.3028 1 +31.6159 1 +348.7195786 1 +31.1768 1 +354.8579612 1 +34.104 PSU 1 +35.1636 1 +17.3 1 +11.17 ppt 1 +34.7436 1 +0.040769 1 +32.8898 PSU 1 +17.2 1 +33.5302 1 +5,42 1 +37.93 1 +8.617 1 +31.0874 1 +1.902614976 1 +35.0169 1 +0.48 1 +34.49 1 +34.761 PSU 1 +34.496 1 +5.63 1 +0.901337572 1 +27.0186 psu 1 +38,23 1 +31.3674 ppt 1 +34.046 1 +33.487 PSU 1 +36.11 1 +35.2738 1 +11.5 ppt 1 +36.1718 1 +7.3 percent (w/v) 1 +35.02284615 1 +29.38 1 +31.9 ppt 1 +33.877 PSU 1 +34.9261 PSU 1 +20.74 PSU 1 +34.0691 1 +33.71 PSU 1 +33.2956 PSU 1 +34.6544 1 +33.9605 1 +28.8429 1 +39.17667021 1 +36.0041 1 +5.4 g/L 1 +31.1821 ppt 1 +34.457 1 +40.587 1 +0.47 1 +13.7 1 +31.0657 1 +0.03 ppt 1 +33.9176 PSU 1 +15,73 1 +4.4 g/L 1 +34.57 PSU 1 +35.819 1 +20.75 PSU 1 +32.2522 1 +30.66 1 +34.8345 1 +33.3739 1 +34.9303 1 +33.86006 1 +36.6473 1 +7.5 1 +28.49 1 +5.54 1 +36.57 1 +35.4621 1 +34.76 ppt 1 +34.4962 1 +0.0043 ppt 1 +32.999 1 +0.43 1 +0.72 ppt 1 +36.5006 PSU 1 +33.918 PSU 1 +20.6 PSU 1 +21.05113861 1 +40.6748 1 +109 ppt 1 +34.63 PSU 1 +31.68 1 +33.899 PSU 1 +32.7485 1 +11.62 1 +37.393 1 +34.9524 1 +33.43 PSU 1 +34.9753 1 +35.1899 1 +35.0879 1 +34.4568 1 +36.829 1 +31.4568 1 +35.135 1 +35.380 1 +33.8912 1 +34.748 PSU 1 +34.7929 1 +2.168032738 1 +1.084289 1 +31.87 1 +37.71 1 +25.43 1 +33.872 1 +26.5 ppt 1 +32.752 psu 1 +6.356 1 +24.36 1 +35.7899 1 +34.1369 1 +74.60689495 1 +35.468 1 +30.025 1 +34.6726 1 +24.23 ppt 1 +38.25 1 +2.7 percent (w/v) 1 +32.3383 1 +35.946 1 +22.37 PSU 1 +34.7849 1 +33.7906 PSU 1 +35.03774667 1 +120 g/L 1 +33.732 PSU 1 +7,304 1 +17.5 ppt 1 +40.42172881 1 +34.3215 psu 1 +39.373 1 +36.69 ppt 1 +35.4925 1 +27.12 ppt 1 +33.96 1 +34.657 PSU 1 +154.4 1 +35.4017 1 +35.39 ppt 1 +33.57 1 +33.9603 1 +13.75 1 +34.4352 1 +35.59 PSU 1 +35.202 1 +8.6 g/L 1 +14.6 1 +30.71672499 1 +2.609544016 1 +6.718 1 +5.722 1 +22.59 ppt 1 +25 psu 1 +35.7804 1 +34.266PSU 1 +35.8556 1 +33.733 PSU 1 +22.45 PSU 1 +6.973 psu 1 +31.4116 1 +34.9752 1 +0.667360966 1 +3.76 ppt 1 +35.5121 1 +2.05 ppt 1 +{16.6} {%} 1 +35.5132 1 +35.2168 1 +38.869 1 +33.554 PSU 1 +39.2 1 +34.330 1 +34.9234 1 +34.6794 1 +20 ppt 1 +35.2791 1 +29.88 1 +35.524 1 +1.53765 1 +29.9567 1 +131 1 +33.3766 1 +32.7616 psu 1 +103.2 1 +35.5338 1 +25.41 1 diff --git a/tests/test_measurements.py b/tests/test_measurements.py index 22675f0..7bbf09f 100644 --- a/tests/test_measurements.py +++ b/tests/test_measurements.py @@ -8,7 +8,7 @@ """Test the module can be imported.""" import unittest - +import csv class TestMeasurements(unittest.TestCase): """annotation test.""" @@ -20,3 +20,16 @@ def test_functionality(self): print(qv) + def test_salinity(self): + tsv_file = open("./tests/inputs/salinity_summary.tsv") + salinity_data = csv.reader(tsv_file, delimiter="\t") + + report = AnnotationReport(messages=[]) + m = MeasurementEngine() + + for row in salinity_data: + print(row) + + qv = m.repair(row[1], report=report) + print(qv) +